<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.3 20210610//EN" "JATS-journalpublishing1-3-mathml3.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:ali="http://www.niso.org/schemas/ali/1.0/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="systematic-review" dtd-version="1.3" xml:lang="EN">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Public Health Rev.</journal-id>
<journal-title-group>
<journal-title>Public Health Reviews</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Public Health Rev.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">2107-6952</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1609191</article-id>
<article-id pub-id-type="doi">10.3389/phrs.2026.1609191</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Systematic Review</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Effectiveness and economic impact of interventions targeting healthcare personnel: a systematic review of return on investment</article-title>
<alt-title alt-title-type="left-running-head">Catalfo et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/phrs.2026.1609191">10.3389/phrs.2026.1609191</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Catalfo</surname>
<given-names>Pierluigi</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Cantarella</surname>
<given-names>Chiara</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Virgillito</surname>
<given-names>Daniele</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/3327944"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Maltezou</surname>
<given-names>Helena C.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/231595"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Ledda</surname>
<given-names>Caterina</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/393362"/>
</contrib>
</contrib-group>
<aff id="aff1">
<label>1</label>
<institution>Economic and Business Department, University of Catania</institution>, <city>Catania</city>, <country country="IT">Italy</country>
</aff>
<aff id="aff2">
<label>2</label>
<institution>Clinical and Experimental Medicine Department, University of Catania</institution>, <city>Catania</city>, <country country="IT">Italy</country>
</aff>
<aff id="aff3">
<label>3</label>
<institution>National Public Health Organization</institution>, <city>Athens</city>, <country country="GR">Greece</country>
</aff>
<author-notes>
<corresp id="c001">
<label>&#x2a;</label>Correspondence: Caterina Ledda, <email xlink:href="mailto:caterina.ledda@unict.it">caterina.ledda@unict.it</email>
</corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-08-10">
<day>10</day>
<month>08</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2026</year>
</pub-date>
<volume>47</volume>
<elocation-id>1609191</elocation-id>
<history>
<date date-type="received">
<day>11</day>
<month>10</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>18</day>
<month>05</month>
<year>2026</year>
</date>
<date date-type="accepted">
<day>29</day>
<month>06</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2026 Catalfo, Cantarella, Virgillito, Maltezou and Ledda.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Catalfo, Cantarella, Virgillito, Maltezou and Ledda</copyright-holder>
<license>
<ali:license_ref start_date="2026-08-10">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. PHR is edited by the Swiss School of Public Health (SSPH&#x2b;) in a partnership with the Association of Schools of Public Health of the European Region (ASPHER)&#x2b;</license-p>
</license>
</permissions>
<abstract>
<sec>
<title>Objectives</title>
<p>To evaluate and critically interpret economic evidence on workplace interventions targeting healthcare personnel, distinguishing return on investment from related economic evaluation approaches and grouping interventions by underlying mechanisms.</p>
</sec>
<sec>
<title>Methods</title>
<p>PubMed, Scopus, and Web of Science were searched for peer-reviewed studies published from 2006 to 2024. Eligible empirical studies reported return on investment, benefit-cost ratios, net savings, cost-effectiveness metrics, societal returns, or comparable monetized outcomes for workplace interventions involving healthcare workers. Methodological quality was assessed using CHEERS and ECOBIAS.</p>
</sec>
<sec>
<title>Results</title>
<p>Twenty-eight studies met the inclusion criteria. Most reported positive or potentially favorable economic returns, particularly for preventive health measures, workplace mental health and disability-management programs, and educational or human-capital initiatives. Findings were highly context-dependent. Some interventions produced modest, neutral, or unfavorable returns, while the highest estimates often came from model-based analyses or broad societal extrapolations. Comparability was limited by differences in perspective, time horizon, monetization assumptions, health-system structure, labor costs, and implementation.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>Evidence supports workplace interventions as part of health workforce strategies, but return on investment should not be used as a stand-alone decision criterion. Future evaluations require standardized methods, transparent assumptions, and explicit perspectives and time horizons.</p>
</sec>
</abstract>
<kwd-group>
<kwd>economic impact</kwd>
<kwd>healthcare personnel</kwd>
<kwd>preventive healthcare</kwd>
<kwd>professional development</kwd>
<kwd>return on investment (ROI)</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declared that financial support was not received for this work and/or its publication.</funding-statement>
</funding-group>
<counts>
<fig-count count="2"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="142"/>
<page-count count="22"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>Healthcare personnel (HCP) face numerous challenges in their daily work environments, including burnout, stress, and occupational diseases. Burnout, characterized by emotional exhaustion, depersonalization, and reduced personal accomplishment, is prevalent among HCP [<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>]. Factors contributing to burnout include high workload, role ambiguity, and moral distress from inability to provide optimal care [<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B4">4</xref>]. Stress of conscience, arising from conflicts between professional duties and personal values, significantly impacts burnout [<xref ref-type="bibr" rid="B1">1</xref>]. Work-related stress affects physical and mental health, leading to increased absenteeism [<xref ref-type="bibr" rid="B5">5</xref>]. Personality traits like negative affectivity can exacerbate the effects of workplace stressors [<xref ref-type="bibr" rid="B6">6</xref>]. Addressing these challenges requires systemic changes, including improved work organization, professional supervision, and opportunities for reflection [<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B7">7</xref>]. Implementing evidence-based interventions and promoting a healthy work environment are crucial for mitigating burnout and its consequences [<xref ref-type="bibr" rid="B7">7</xref>].</p>
<p>Workplace interventions addressing wellbeing, safety, and professional development are crucial for improving employee outcomes and organizational performance. Research shows that learning interventions can positively impact wellbeing [<xref ref-type="bibr" rid="B8">8</xref>], while leadership development can enhance employee health and safety [<xref ref-type="bibr" rid="B9">9</xref>]. Total Worker Health&#xae; interventions, combining occupational safety and health with wellness, effectively reduce risk factors for injuries and chronic illnesses [<xref ref-type="bibr" rid="B10">10</xref>]. Workplace resources at individual, group, leader, and organizational levels contribute to both employee wellbeing and performance [<xref ref-type="bibr" rid="B11">11</xref>]. However, interventions for health and social service workers often show modest, short-term effects due to barriers such as high workload and lack of support [<xref ref-type="bibr" rid="B12">12</xref>&#x2013;<xref ref-type="bibr" rid="B14">14</xref>]. A comprehensive approach to stress management and wellbeing interventions, tailored to specific organizational needs, is recommended for sustained improvements in employee health and organizational effectiveness [<xref ref-type="bibr" rid="B15">15</xref>&#x2013;<xref ref-type="bibr" rid="B17">17</xref>].</p>
<p>Research indicates that initiatives focusing on HCP wellbeing, safety, and training can positively impact performance and retention. Well-designed health facilities can improve working conditions, staff safety, and efficiency [<xref ref-type="bibr" rid="B18">18</xref>]. Implementing wellbeing programs can increase workplace engagement, job satisfaction, and organizational performance [<xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B20">20</xref>]. A comprehensive approach to promoting a safety culture and addressing physical and psychological hazards, can improve both HCP and patient safety [<xref ref-type="bibr" rid="B21">21</xref>]. Evidence-based institutional programs and individual interventions can reduce burnout and improve wellbeing [<xref ref-type="bibr" rid="B22">22</xref>]. Retention strategies include leadership support, professional development, recognition, improved work environment, and flexible scheduling [<xref ref-type="bibr" rid="B23">23</xref>]. Overall wellbeing is a significant predictor of healthcare costs, productivity, and retention outcomes [<xref ref-type="bibr" rid="B24">24</xref>]. However, more research is needed to evaluate the effectiveness of these initiatives [<xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B25">25</xref>].</p>
<p>HCP safety and preparedness significantly impact healthcare system efficiency and outcomes. Inadequate infection prevention and control measures can lead to HCP infections, compromising patient care and system resilience [<xref ref-type="bibr" rid="B26">26</xref>]. Well-designed healthcare interventions can improve staff safety, job satisfaction, and performance [<xref ref-type="bibr" rid="B18">18</xref>]. Organizational factors, work environment, and culture also affect worker health and patient outcomes [<xref ref-type="bibr" rid="B27">27</xref>]. During outbreaks, HCP face increased risks, with infection rates ranging from 1% to 57% for various emerging infectious diseases [<xref ref-type="bibr" rid="B28">28</xref>]. Prioritizing preparedness and implementing rapid risk assessments can mitigate these risks [<xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B29">29</xref>]. Factors influencing HCP&#x2019; willingness to respond during crises include the nature of the event, competing obligations, work environment, and perceived efficacy [<xref ref-type="bibr" rid="B30">30</xref>]. Addressing these issues is crucial for maintaining a robust healthcare system and ensuring quality patient care [<xref ref-type="bibr" rid="B31">31</xref>].</p>
<p>Return on Investment (ROI) is a widely used metric for evaluating workplace interventions, but its application and interpretation vary. While some studies report positive ROI for interventions targeting work-family conflict [<xref ref-type="bibr" rid="B32">32</xref>], obesity [<xref ref-type="bibr" rid="B33">33</xref>], and sedentary behavior [<xref ref-type="bibr" rid="B34">34</xref>], others caution against overreliance on ROI [<xref ref-type="bibr" rid="B35">35</xref>&#x2013;<xref ref-type="bibr" rid="B37">37</xref>]. For instance, Cherniack [<xref ref-type="bibr" rid="B35">35</xref>] notes that ROI can be overestimated and may discount long-term health benefits. Thonon et al. [<xref ref-type="bibr" rid="B36">36</xref>] found that most studies report positive ROI, but randomized controlled trials show fewer positive results. Grant [<xref ref-type="bibr" rid="B37">37</xref>] argues that ROI is insufficient for measuring coaching outcomes and proposes alternative frameworks. To address these limitations, researchers have developed more comprehensive approaches, such as the systems approach [<xref ref-type="bibr" rid="B38">38</xref>] and the use of ROI in conjunction with other metrics to evaluate human capital investments [<xref ref-type="bibr" rid="B39">39</xref>]. These approaches aim to provide a more holistic assessment of workplace interventions.</p>
<p>In detail, measuring ROI for healthcare programs related to safety, wellbeing, and professional development, can provide evidence for their cost-effectiveness. Studies have shown that ROI analysis can guide resource allocation decisions for professional development activities [<xref ref-type="bibr" rid="B40">40</xref>, <xref ref-type="bibr" rid="B41">41</xref>]. ROI calculations have been used to demonstrate the financial impact of nursing professional development programs [<xref ref-type="bibr" rid="B42">42</xref>] and unit-based health promotion activities [<xref ref-type="bibr" rid="B43">43</xref>, <xref ref-type="bibr" rid="B44">44</xref>]. In the context of safe patient handling and mobility programs, ROI models can estimate potential economic benefits in intensive care units [<xref ref-type="bibr" rid="B45">45</xref>]. Leadership development programs have also been evaluated using ROI indicators to assess their impact on healthcare organizations [<xref ref-type="bibr" rid="B46">46</xref>]. Recent updates in ROI measurement techniques for professional development activities emphasize the importance of linking educational interventions to economic outcomes [<xref ref-type="bibr" rid="B47">47</xref>, <xref ref-type="bibr" rid="B48">48</xref>], providing a comprehensive approach to evaluating program effectiveness.</p>
<p>Despite growing research on workplace interventions for HCP, the economic evidence remains difficult to synthesize because interventions, outcomes, evaluation perspectives, and healthcare financing contexts vary substantially. This review therefore uses a conceptual framework to distinguish intervention mechanisms and economic evaluation approaches before interpreting the findings. The aim is not to collapse all economic evaluations into a single ROI metric, but to examine how different forms of monetized evidence have been used to justify or assess investments in healthcare personnel.</p>
<p>First, ROI is interpreted as a financial ratio comparing the monetized net benefits of an intervention with its costs. Cost-benefit analysis, cost-effectiveness analysis, cost-utility analysis, and SROI were treated as related but conceptually distinct approaches. CBA and NPV/IRR estimates are grounded in economic valuation of costs and benefits; CEA and ICERs compare additional costs with additional health or productivity outcomes; SROI attempts to monetize broader social value. In the synthesis, these approaches were coded separately and discussed according to the perspective adopted by the original authors, rather than being treated as interchangeable forms of ROI [<xref ref-type="bibr" rid="B49">49</xref>&#x2013;<xref ref-type="bibr" rid="B52">52</xref>].</p>
<p>Second, the review differentiates between employer or institutional perspective and societal perspective. Employer-perspective analyses usually emphasize fiscal savings, productivity gains, absenteeism reduction, revenue recovery, or training returns accruing to an organization. Societal-perspective analyses may incorporate avoided mortality, population health gains, broader economic productivity, or social value, and therefore tend to produce larger estimates that are not directly comparable with institution-level ROI.</p>
<p>Third, the review distinguishes short-term fiscal savings from long-term human-capital investment. Some interventions generate rapid cost offsets, such as vaccination or PPE during outbreaks, whereas professional development, onboarding, research awards, or workforce-retention programs may require longer time horizons before returns become visible. This distinction was used to interpret both positive and neutral findings and to avoid overstating the policy transferability of single-study ROI values.</p>
<p>The objective of this systematic review is therefore to assess the economic impact of workplace interventions targeting HCP while explicitly accounting for intervention typology, evaluation perspective, time horizon, and the distinction between ROI and adjacent economic evaluation methods. <xref ref-type="fig" rid="F1">Figure 1</xref> summarizes the conceptual pathway used to interpret the included evidence.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Conceptual pathway linking workplace intervention types for healthcare personnel to intermediate outcomes and economic mechanisms relevant to return on investment. The figure shows how preventive, occupational health, training, and productivity-support interventions may generate economic value through reduced disease burden, lower absenteeism and presenteeism, improved retention and competencies, and increased organizational or societal value. Interpretation depends on the evaluation perspective and time horizon adopted.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="phrs-47-1609191-g001.tif">
<alt-text content-type="machine-generated">Conceptual pathway diagram displaying four intervention typologies&#x2014;preventive measures, occupational health, professional development, and productivity support&#x2014;linked sequentially through intermediate outcomes to corresponding economic mechanisms, with a note explaining evaluation depends on perspective and time horizon.</alt-text>
</graphic>
</fig>
</sec>
<sec sec-type="methods" id="s2">
<title>Methods</title>
<sec id="s2-1">
<title>Study design and protocol</title>
<p>A systematic review was conducted to assess the effectiveness and economic impact of workplace interventions targeting HCP, with a specific focus on interventions reporting a measurable economic return or monetized outcome. Studies were included if they evaluated interventions aimed at burnout prevention, wellbeing, safety, professional development, workforce retention, or organizational performance and reported ROI, net savings, benefit-cost ratios, SROI, cost-effectiveness ratios, or comparable human-capital metrics.</p>
<p>The research question was developed using the PICO framework, which considers Population, Intervention, Comparison, and Outcome. As outlined in <xref ref-type="table" rid="T1">Table 1</xref>, this framework was used to guide the systematic review process and to ensure a structured definition of the key components of the research question [<xref ref-type="bibr" rid="B50">50</xref>]. The framework facilitated the identification of eligible studies, categorization of interventions, and evaluation of outcomes related to ROI and adjacent economic evaluation metrics.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>PICO framework used to define the review question and eligibility criteria. The table summarizes the population, intervention, comparison, and outcome elements used to identify studies evaluating the economic value and return on investment of workplace interventions for healthcare personnel.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Element</th>
<th align="left">Description</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">P (Population)</td>
<td align="left">Healthcare personnel (HCP), including physicians, nurses, and allied health workers in hospital and healthcare settings</td>
</tr>
<tr>
<td align="left">I (Intervention)</td>
<td align="left">Workplace interventions aimed at improving burnout, wellbeing, safety, professional development, or retention of HCP.</td>
</tr>
<tr>
<td align="left">C (Comparison)</td>
<td align="left">No intervention or different types of workplace interventions (e.g., burnout prevention vs. professional development programs)</td>
</tr>
<tr>
<td align="left">O (Outcome)</td>
<td align="left">Return on investment (ROI), measured through cost savings, productivity improvements, retention rates, reduced absenteeism, improved employee wellbeing, and organizational performance</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>By applying this PICO framework, the review systematically identified and analyzed studies that evaluated interventions for HCP with a measurable economic outcome. This allowed for a comprehensive understanding of the financial and non-financial benefits associated with workplace strategies targeting HCP wellbeing, safety, professional development, and organizational performance.</p>
<p>The review adhered to the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines to ensure rigorous methodology and transparency throughout the selection process [<xref ref-type="bibr" rid="B53">53</xref>, <xref ref-type="bibr" rid="B54">54</xref>].</p>
<p>A comprehensive search was conducted on January 24, 2025, across three electronic databases: PubMed, Scopus, and ISI/Web of Science. The search strategy involved a combination of keywords and Medical Subject Headings (MeSH) terms relevant to the target population, interventions, and outcomes. The following keywords were used: &#x201c;healthcare personnel&#x201d;, &#x201c;workplace intervention&#x201d;, &#x201c;burnout&#x201d;, &#x201c;wellbeing&#x201d;, &#x201c;safety&#x201d;, &#x201c;professional development&#x201d;, &#x201c;return on investment&#x201d;, &#x201c;ROI&#x201d;, &#x201c;healthcare workers&#x201d;, &#x201c;employee retention&#x201d;, and &#x201c;organizational performance&#x201d;. Boolean operators such as AND, OR, and parentheses were used to refine the search and ensure the inclusion of studies that met the predefined eligibility criteria.</p>
<p>Only peer-reviewed published studies were included. Grey literature, unpublished reports, conference abstracts without full empirical data, and internal institutional documents were excluded to ensure source comparability, reproducibility of data extraction, and alignment with the journal requirement that reviews refer only to published data. This choice may have reduced the risk of including non-peer-reviewed economic estimates, but it may also have excluded implementation reports with negative or null findings.</p>
</sec>
<sec id="s2-2">
<title>Study selection process and eligibility criteria</title>
<p>After the initial retrieval of search results, citations from peer-reviewed articles were extracted from the primary databases. To streamline the elimination of duplicates and support the management of the articles selected for inclusion, Rayyan software was used [<xref ref-type="bibr" rid="B55">55</xref>]. Three independent reviewers (P.C., C.C, and C.L.) were involved in the selection process.</p>
<p>The screening was carried out in two phases. In the first phase, two reviewers (P.C. and C.L.) independently assessed the titles, abstracts, and keywords of the articles to evaluate their relevance to the scope of the review. Studies not meeting the inclusion criteria were excluded. Relevant review articles were also identified for potential citation searching to uncover additional studies not indexed in the selected databases [<xref ref-type="bibr" rid="B56">56</xref>].</p>
<p>In the second phase, the same reviewers evaluated the full-text articles according to the inclusion and exclusion criteria. Any disagreements were resolved through consultation with the third reviewer (C.C.), who oversaw the process and ensured consistency across both phases.</p>
<p>Eligible studies for this systematic review were required to meet the following criteria: (1) studies that focused on HCP, including physicians, nurses, and allied health workers, and involved workplace interventions targeting their wellbeing, safety, professional development, retention, or organizational performance; (2) studies that reported ROI or a monetized economic outcome as a primary or secondary outcome, including direct and indirect cost measures, benefit-cost ratios, net savings, SROI, ICERs, or human-capital returns; (3) studies published in peer-reviewed journals; (4) studies that included a control group, a comparator, a pre- and post-intervention design, or an explicit economic model; and (5) studies published between 2005 and 2024 in English.</p>
<p>Studies were excluded from this review if they: (1) did not report ROI or a comparable quantitative economic outcome; (2) provided only anecdotal or qualitative data without quantifiable economic results; (3) involved interventions that did not directly target HCP or the healthcare workforce; or (4) were opinion articles, editorials, conference abstracts, unpublished reports, grey literature, or case reports lacking a clear research methodology or empirical data.</p>
</sec>
<sec id="s2-3">
<title>Quality assessment</title>
<p>The quality of reporting and the potential risks of bias were evaluated for all studies that included economic evaluations, using the Consolidated Health Economic Evaluation Reporting Standards 2022 [<xref ref-type="bibr" rid="B57">57</xref>] and the Risk of Bias in Model-based Economic Evaluations (ECOBIAS) checklist. CHEERS 2022 is the updated version of the original CHEERS checklist, which first appeared in 2013 with 24 items [<xref ref-type="bibr" rid="B48">48</xref>, <xref ref-type="bibr" rid="B57">57</xref>]. The 2022 version expands to 28 items, providing guidance to healthcare stakeholders and ensuring standardized reporting of health economic evaluations. The additional four items in CHEERS 2022 include the health economic analysis plan, characterizing distributional effects, and evaluating the effect of such engagement. ECOBIAS, consisting of a 22-item checklist, assists researchers in evaluating the risk of bias in both model-based and trial-based economic evaluations, focusing on the methodological aspects of the studies [<xref ref-type="bibr" rid="B58">58</xref>].</p>
</sec>
<sec id="s2-4">
<title>Definitions</title>
<p>To ensure terminological consistency and enhance the interpretability of findings across diverse study contexts, the following key definitions were adopted and applied uniformly throughout this systematic review.<list list-type="bullet">
<list-item>
<p>HCP: Refers to all individuals engaged in the delivery of healthcare services, either directly (e.g., physicians, nurses, midwives) or indirectly (e.g., laboratory technicians, pharmacists, and allied health professionals). This definition aligns with the World Health Organization&#x2019;s global health workforce classification [<xref ref-type="bibr" rid="B59">59</xref>].</p>
</list-item>
<list-item>
<p>ROI: A key economic metric representing the ratio between the net benefit of an intervention and its associated cost. In healthcare, ROI encompasses both direct savings (e.g., reduced absenteeism or turnover) and indirect gains (e.g., increased productivity or quality of care) [<xref ref-type="bibr" rid="B50">50</xref>].</p>
</list-item>
<list-item>
<p>Workplace Intervention: Any organized program, policy, or action implemented within a healthcare setting with the intent to enhance employee wellbeing, safety, efficiency, or retention. This includes interventions focused on physical health, mental health, professional development, and organizational culture [<xref ref-type="bibr" rid="B16">16</xref>].</p>
</list-item>
<list-item>
<p>Preventive Healthcare Measure: A proactive strategy aimed at averting illness, injury, or occupational health risks. Examples include vaccination campaigns, routine health screenings, or ergonomic modifications in the workplace [<xref ref-type="bibr" rid="B60">60</xref>].</p>
</list-item>
<list-item>
<p>Professional Development Program: Structured educational or training activities aimed at improving the skills, knowledge, and career trajectories of HCP. These may include continuing education courses, residencies, mentorship programs, or certification pathways [<xref ref-type="bibr" rid="B47">47</xref>].</p>
</list-item>
<list-item>
<p>Occupational Health Outcome: Any physical, psychological, or psychosocial health consequence arising from workplace exposures, job demands, or organizational conditions. Such outcomes include stress, burnout, musculoskeletal injuries, and work-related illness [<xref ref-type="bibr" rid="B61">61</xref>].</p>
</list-item>
<list-item>
<p>Cost-Effectiveness: An economic evaluation framework comparing the relative costs and health outcomes of two or more interventions. It is widely used in healthcare to support resource allocation decisions, especially under budget constraints [<xref ref-type="bibr" rid="B49">49</xref>].</p>
</list-item>
</list>
</p>
<p>Cost-Benefit Analysis (CBA), Net Present Value (NPV), and Internal Rate of Return (IRR): Economic valuation approaches that monetize costs and benefits or discount future cash flows to estimate whether an investment produces a net financial gain. In this review, these were interpreted as financial/economic evaluation methods rather than as synonymous with ROI.</p>
<p>Societal Return on Investment (SROI): An approach that attempts to monetize broader social, organizational, or population-level value. SROI may capture benefits beyond the employer perspective, but its results are highly sensitive to valuation assumptions and should not be directly compared with narrow institutional ROI estimates.</p>
<p>Perspective and time horizon: Perspective refers to the stakeholder whose costs and benefits are counted, such as the employer, healthcare institution, payer, taxpayer, or society. Time horizon refers to the period over which costs and benefits are measured. Both were extracted where reported because they strongly influence the magnitude and interpretation of ROI.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<sec id="s3-1">
<title>Literature search</title>
<p>A comprehensive search across several electronic databases initially yielded 644 records. The PRISMA flowchart (<xref ref-type="fig" rid="F2">Figure 2</xref>) details the process of selecting relevant publications at each step of the review. After eliminating 86 duplicate entries, 558 records advanced to the screening phase. During this stage, 475 records were excluded based on their failure to meet the established inclusion criteria. This left 83 articles to be further assessed for eligibility. In the final phase, 28 studies were included in the qualitative synthesis.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>PRISMA flow diagram showing the identification, screening, eligibility assessment, and inclusion process for studies evaluating the economic impact of workplace interventions among healthcare personnel.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="phrs-47-1609191-g002.tif">
<alt-text content-type="machine-generated">Flowchart summarizing the study selection process for a systematic review: 600 records identified, 86 duplicates removed, 558 screened, 475 excluded, 83 reports assessed, 55 excluded for criteria reasons, and 28 studies included in the review.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3-2">
<title>General characteristics of the included studies</title>
<p>This systematic review includes 28 studies that examine the effects of workplace interventions on HCP. The studies analyzed both direct and indirect outcomes related to ROI [<xref ref-type="bibr" rid="B62">62</xref>&#x2013;<xref ref-type="bibr" rid="B89">89</xref>] (<xref ref-type="table" rid="T2">Table 2</xref>).</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Characteristics of the 28 studies included in the systematic review. The table summarizes key study features, including author, year, country or setting, intervention type, target population, economic evaluation approach, and main economic outcomes. Source: authors&#x2019; synthesis of the 28 studies included in this review (2006&#x2013;2023).</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Study</th>
<th align="center">Year</th>
<th align="center">Country</th>
<th align="center">Study design</th>
<th align="center">Population</th>
<th align="center">Intervention type</th>
<th align="center">Comparison</th>
<th align="center">Outcome measures</th>
<th align="center">ROI estimation</th>
<th align="center">Key findings</th>
<th align="center">CHEERS quality assessment</th>
<th align="center">ECOBIAS quality assessment</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">[<xref ref-type="bibr" rid="B62">62</xref>]</td>
<td align="left">2006</td>
<td align="left">Canada</td>
<td align="left">Cost-benefit analysis</td>
<td align="left">International medical graduates in Alberta (AIMG)</td>
<td align="left">Skills assessment and residency training</td>
<td align="left">Before and after AIMG program implementation</td>
<td align="left">Financial rate of return to taxpayers, residency readiness, employment as physicians</td>
<td align="left">Internal Rate of Return (IRR) calculated</td>
<td align="left">AIMG program yields 9%-13% annual rates of return; cost-effective compared to expanding medical school capacity</td>
<td align="left">High</td>
<td align="left">Medium</td>
</tr>
<tr>
<td align="left">[<xref ref-type="bibr" rid="B63">63</xref>]</td>
<td align="left">2006</td>
<td align="left">US</td>
<td align="left">Program evaluation</td>
<td align="left">Investigators at the University of Minnesota Academic Health Center</td>
<td align="left">Seed grant program and interdisciplinary/intercollegiate Faculty Research Development (FRD) grant program</td>
<td align="left">Before and after grant program implementation</td>
<td align="left">External grants, peer-reviewed publications</td>
<td align="left">ROI calculated based on subsequent external grants and publications</td>
<td align="left">Seed grant program yielded 560% ROI; FRD grant program yielded 237% ROI; successful in generating external funds and publications, stimulating risk-taking, and fostering collaboration</td>
<td align="left">High</td>
<td align="left">Medium</td>
</tr>
<tr>
<td align="left">[<xref ref-type="bibr" rid="B64">64</xref>]</td>
<td align="left">2006</td>
<td align="left">US</td>
<td align="left">Longitudinal repeated measures design</td>
<td align="left">590 underserved men</td>
<td align="left">Outreach by community health workers (CHWs)</td>
<td align="left">9 months before and after interaction with a CHW</td>
<td align="left">Service utilization, charges, reimbursements, uncompensated costs</td>
<td align="left">ROI calculated based on changes in service utilization and costs</td>
<td align="left">ROI of 2.28:1.00; annual savings of $95,941; increased primary and specialty care visits; decreased urgent care, inpatient, and outpatient behavioral healthcare utilization</td>
<td align="left">Medium</td>
<td align="left">Medium</td>
</tr>
<tr>
<td align="left">[<xref ref-type="bibr" rid="B65">65</xref>]</td>
<td align="left">2007</td>
<td align="left">Malawi</td>
<td align="left">Cost analysis</td>
<td align="left">Medical doctors in Malawi</td>
<td align="left">Migration of medical doctors</td>
<td align="left">Before and after migration</td>
<td align="left">Cost of training, lost investment returns</td>
<td align="left">Future Value (FV) calculated based on interest rates</td>
<td align="left">Cost of training one doctor: $56,946.79; lost investment returns over 30 years: $433,493 to $46 million depending on interest rates</td>
<td align="left">Medium</td>
<td align="left">High</td>
</tr>
<tr>
<td align="left">[<xref ref-type="bibr" rid="B66">66</xref>]</td>
<td align="left">2010</td>
<td align="left">US</td>
<td align="left">Retrospective observational study</td>
<td align="left">Medical students pursuing careers in internal medicine, psychiatry, gastroenterology, general surgery, or orthopedics</td>
<td align="left">Military vs. civilian medical careers</td>
<td align="left">Military vs. civilian career paths over 30 years</td>
<td align="left">Net present value (NPV) of educational investments</td>
<td align="left">NPV calculated using a 5% discount rate</td>
<td align="left">In the civilian sector, the lowest return on educational investment was for psychiatrists ($1.136 million) and the highest for orthopedists ($2.489 million). In the military, the lowest returns were for internists ($1.377 million) and the highest for orthopedists ($1.604 million). The range of returns in the military ($0.227 million) was one-sixth that in the civilian sector ($1.354 million). Most military physicians do not remain in the military for their full careers.</td>
<td align="left">High</td>
<td align="left">High</td>
</tr>
<tr>
<td align="left">[<xref ref-type="bibr" rid="B67">67</xref>]</td>
<td align="left">2010</td>
<td align="left">US</td>
<td align="left">Retrospective cost-benefit analysis</td>
<td align="left">Pharmacy residents at Bay Pines Veterans Affairs Healthcare System</td>
<td align="left">Pharmacy residency training program</td>
<td align="left">Before and after residency program implementation</td>
<td align="left">Resident productivity, cost savings, training costs</td>
<td align="left">ROI calculated based on cost-benefit analysis</td>
<td align="left">Benefit-to-cost ratio of 1.5:1; annual savings of $563,936; resident productivity estimated at 62.8% of preceptor output</td>
<td align="left">High</td>
<td align="left">High</td>
</tr>
<tr>
<td align="left">[<xref ref-type="bibr" rid="B68">68</xref>]</td>
<td align="left">2011</td>
<td align="left">Sub-Saharan Africa (Ethiopia, Kenya, Malawi, Nigeria, South Africa, Tanzania, Uganda, Zambia, Zimbabwe)</td>
<td align="left">Human capital cost analysis</td>
<td align="left">Doctors from nine sub-Saharan African countries</td>
<td align="left">Emigration of doctors to Australia, Canada, the UK, and the USA</td>
<td align="left">Before and after emigration</td>
<td align="left">Financial cost of educating doctors, lost investment returns</td>
<td align="left">Lost returns on investment calculated using compounding interest</td>
<td align="left">Estimated loss of $2.17bn from emigration; South Africa and Zimbabwe had the greatest economic losses; destination countries saved $4.55bn in training costs</td>
<td align="left">High</td>
<td align="left">High</td>
</tr>
<tr>
<td align="left">[<xref ref-type="bibr" rid="B69">69</xref>]</td>
<td align="left">2013</td>
<td align="left">Netherlands</td>
<td align="left">Randomized controlled trial</td>
<td align="left">730 older hospital workers</td>
<td align="left">Worksite vitality intervention (yoga, aerobic exercise, coaching, fruit)</td>
<td align="left">Usual care</td>
<td align="left">General vitality, work-related vitality, need for recovery, costs</td>
<td align="left">Incremental cost-effectiveness ratios, ROI from employer&#x27;s perspective</td>
<td align="left">No significant differences in costs and effects; incremental cost-effectiveness ratios: &#x20ac;280 (general vitality), &#x20ac;7506 (work-related vitality), &#x20ac;258 (need for recovery); ROI: &#x20ac;2.21 lost per euro invested</td>
<td align="left">Medium</td>
<td align="left">Medium</td>
</tr>
<tr>
<td align="left">[<xref ref-type="bibr" rid="B70">70</xref>]</td>
<td align="left">2013</td>
<td align="left">Netherlands</td>
<td align="left">Randomized controlled trial</td>
<td align="left">163 temporary agency and unemployed workers</td>
<td align="left">Participatory return-to-work (RTW) program</td>
<td align="left">Usual care</td>
<td align="left">Sustainable RTW, quality-adjusted life years (QALY), costs</td>
<td align="left">Incremental cost-effectiveness ratio (ICER), net societal benefit</td>
<td align="left">Participatory RTW program was more effective but more costly; ICER: &#x20ac;80 per day earlier RTW; net societal benefit: &#x20ac;2073 per worker; ROI: 0.89</td>
<td align="left">Medium</td>
<td align="left">High</td>
</tr>
<tr>
<td align="left">[<xref ref-type="bibr" rid="B71">71</xref>]</td>
<td align="left">2015</td>
<td align="left">Netherlands</td>
<td align="left">Cluster-randomized trial</td>
<td align="left">413 nurses in a Dutch academic hospital</td>
<td align="left">Preventive intervention (screening, feedback, referral to occupational physician)</td>
<td align="left">Screening without feedback and unrestricted access to usual care</td>
<td align="left">Absenteeism, presenteeism, intervention costs, productivity</td>
<td align="left">ROI calculated based on cost offsets from reduced absenteeism and presenteeism</td>
<td align="left">Net savings of &#x20ac;244 per nurse (absenteeism only) and &#x20ac;651 per nurse (absenteeism and presenteeism); ROI of &#x20ac;5 to &#x20ac;11 per euro invested</td>
<td align="left">High</td>
<td align="left">High</td>
</tr>
<tr>
<td align="left">[<xref ref-type="bibr" rid="B72">72</xref>]</td>
<td align="left">2015</td>
<td align="left">Netherlands</td>
<td align="left">Economic model analysis</td>
<td align="left">Healthcare workers (HCWs) in a neonatology ward</td>
<td align="left">Preventive vaccination against pertussis</td>
<td align="left">No vaccination</td>
<td align="left">Nosocomial pertussis outbreak costs, vaccination costs</td>
<td align="left">ROI calculated based on averted outbreak costs</td>
<td align="left">ROI of 1:4, meaning 4 Euros saved for every Euro invested; total outbreak costs: &#x20ac;48,682; vaccination costs: &#x20ac;12,208</td>
<td align="left">High</td>
<td align="left">Medium</td>
</tr>
<tr>
<td align="left">[<xref ref-type="bibr" rid="B73">73</xref>]</td>
<td align="left">2016</td>
<td align="left">US</td>
<td align="left">Markov modeling and break-even analysis</td>
<td align="left">High school graduates, bachelor&#x27;s degree holders, pharmacy graduates</td>
<td align="left">Obtaining a PharmD degree</td>
<td align="left">High school diploma, bachelor&#x27;s degree in biology or chemistry</td>
<td align="left">Net cumulative income, break-even point</td>
<td align="left">ROI calculated based on net cumulative earnings</td>
<td align="left">Pharmacy graduates surpass net cumulative earnings of high school graduates by age 33 and bachelor&#x27;s degree holders by age 34; net earnings of $716,345 to $1,064,840 over the first 10 years of a pharmacy career</td>
<td align="left">High</td>
<td align="left">High</td>
</tr>
<tr>
<td align="left">[<xref ref-type="bibr" rid="B74">74</xref>]</td>
<td align="left">2016</td>
<td align="left">US</td>
<td align="left">Retrospective analysis</td>
<td align="left">Trauma surgeons at a level 1 trauma center</td>
<td align="left">Focused documentation improvement (FDI)</td>
<td align="left">Pre-FDI documentation</td>
<td align="left">Case mix index (CMI), revenue recovery, physician response rate</td>
<td align="left">ROI calculated based on revenue recovery</td>
<td align="left">CMI increased from 1.80 to 2.11 (p &#x3c; 0.001); revenue recovery of $1,132,581; ROI of 220%</td>
<td align="left">High</td>
<td align="left">High</td>
</tr>
<tr>
<td align="left">[<xref ref-type="bibr" rid="B75">75</xref>]</td>
<td align="left">2017</td>
<td align="left">US</td>
<td align="left">Economic analysis</td>
<td align="left">Physician assistants (PAs) and nurse practitioners (NPs)</td>
<td align="left">Obtaining a PA or NP degree</td>
<td align="left">RN with a 4-year degree</td>
<td align="left">Net present value (NPV), return on investment (ROI)</td>
<td align="left">ROI calculated based on NPV</td>
<td align="left">PAs have a slightly higher ROI than NPs; NPV of $781,323 for PAs and $764,348 for NPs; NPV of $728,436 for RNs with a 4-year degree</td>
<td align="left">High</td>
<td align="left">Medium</td>
</tr>
<tr>
<td align="left">[<xref ref-type="bibr" rid="B76">76</xref>]</td>
<td align="left">2017</td>
<td align="left">Australia</td>
<td align="left">Cost analysis</td>
<td align="left">Health professionals across 12 disciplines</td>
<td align="left">Training programs</td>
<td align="left">Not applicable</td>
<td align="left">Cost of training per year of practice</td>
<td align="left">Variable ROI based on retention rates</td>
<td align="left">General medical practitioners: $18,432 per year; Dentists: $11,158 per year; Dieticians: $10,277 per year; Audiologists: $10,304 per year; Podiatrists: $5,170 per year; Optometrists: $4,870 per year</td>
<td align="left">High</td>
<td align="left">High</td>
</tr>
<tr>
<td align="left">[<xref ref-type="bibr" rid="B77">77</xref>]</td>
<td align="left">2018</td>
<td align="left">US</td>
<td align="left">Productivity and revenue analysis</td>
<td align="left">Academic urology practice</td>
<td align="left">Medical scribes</td>
<td align="left">Pre-scribe period</td>
<td align="left">Productivity, revenue, and satisfaction</td>
<td align="left">Return-to-investment ratio greater than 6:1</td>
<td align="left">Increased efficiency and work satisfaction; 2.15 more patients per session; additional 2.6 wRVUs; $542 in physician charges; $861 in hospital charges per session; net financial impact of $429 per session</td>
<td align="left">High</td>
<td align="left">High</td>
</tr>
<tr>
<td align="left">[<xref ref-type="bibr" rid="B78">78</xref>]</td>
<td align="left">2020</td>
<td align="left">Italy</td>
<td align="left">Retrospective observational study</td>
<td align="left">Healthcare workers (HCWs) in a pediatric hospital</td>
<td align="left">Workplace Disability Management Program (WDMP)</td>
<td align="left">Pre-WDMP period</td>
<td align="left">Absenteeism, productivity, and limitations</td>
<td align="left">ROI of &#x20ac;27.66 for each euro invested</td>
<td align="left">Significant reduction in absenteeism and work limitations; total savings of &#x20ac;127,896 over a year; break-even point reached with 327 HCWs</td>
<td align="left">High</td>
<td align="left">High</td>
</tr>
<tr>
<td align="left">[<xref ref-type="bibr" rid="B79">79</xref>]</td>
<td align="left">2020</td>
<td align="left">South Africa</td>
<td align="left">Economic analysis</td>
<td align="left">Healthcare professionals (HCPs) supported by the Umthombo Youth Development Foundation (UYDF)</td>
<td align="left">Tertiary education funding</td>
<td align="left">Not applicable</td>
<td align="left">Costs and economic value of training HCPs</td>
<td align="left">Internal rate of return of 63%</td>
<td align="left">Total cost of training 254 graduates was ZAR186 million; graduates expected to generate ZAR15 billion in lifetime earnings; income tax on future earnings estimated at ZAR4 billion</td>
<td align="left">High</td>
<td align="left">Medium</td>
</tr>
<tr>
<td align="left">[<xref ref-type="bibr" rid="B80">80</xref>]</td>
<td align="left">2020</td>
<td align="left">Low- and middle-income countries (LMICs)</td>
<td align="left">Cost-effectiveness and ROI analysis</td>
<td align="left">Healthcare workers (HCWs)</td>
<td align="left">Personal protective equipment (PPE)</td>
<td align="left">No PPE intervention</td>
<td align="left">Mortality, cost per HCW case averted, cost per HCW life saved</td>
<td align="left">ROI of $755.3 billion USD (7,932% return)</td>
<td align="left">Investment of $9.6 billion USD would save 2,299,543 lives; cost of $59 USD per HCW case averted and $4,309 USD per HCW life saved</td>
<td align="left">High</td>
<td align="left">High</td>
</tr>
<tr>
<td align="left">[<xref ref-type="bibr" rid="B81">81</xref>]</td>
<td align="left">2020</td>
<td align="left">Netherlands</td>
<td align="left">Matched cohort study in two parallel groups</td>
<td align="left">Healthcare workers (mainly nurses)</td>
<td align="left">Stress-Prevention@Work implementation strategy</td>
<td align="left">Waitlisted control condition</td>
<td align="left">Productivity losses, absenteeism, presenteeism</td>
<td align="left">ROI of 59.6 (close to 60-fold payout per euro invested)</td>
<td align="left">Net benefit of &#x20ac;2981 per employee per year; 96.7% likelihood of breaking even within 1 year; 98.2% likelihood of net benefit of at least &#x20ac;1000</td>
<td align="left">High</td>
<td align="left">High</td>
</tr>
<tr>
<td align="left">[<xref ref-type="bibr" rid="B82">82</xref>]</td>
<td align="left">2022</td>
<td align="left">Italy</td>
<td align="left">Pilot study</td>
<td align="left">Healthcare workers (HCWs)</td>
<td align="left">Psychological support programme</td>
<td align="left">Control group of 245 workers</td>
<td align="left">Occupational distress, quality of life, sickness absence</td>
<td align="left">ROI of 2.73</td>
<td align="left">Significant reduction in distress and improvement in quality of life; 60% reduction in sickness absence days; ROI of 2.73</td>
<td align="left">Medium</td>
<td align="left">High</td>
</tr>
<tr>
<td align="left">[<xref ref-type="bibr" rid="B83">83</xref>]</td>
<td align="left">2021</td>
<td align="left">Kenya</td>
<td align="left">Cost-effectiveness and ROI analysis</td>
<td align="left">Healthcare workers (HCWs)</td>
<td align="left">Personal protective equipment (PPE)</td>
<td align="left">No PPE intervention</td>
<td align="left">Incremental cost per HCW death averted, incremental cost per HCW COVID-19 case averted</td>
<td align="left">ROI of $170.64 million (11.04 times return)</td>
<td align="left">Investment of $3.12 million would avert 416 HCW deaths and 30,041 HCW COVID-19 cases; ROI of 11.04 times the investment</td>
<td align="left">High</td>
<td align="left">High</td>
</tr>
<tr>
<td align="left">[<xref ref-type="bibr" rid="B84">84</xref>]</td>
<td align="left">2021</td>
<td align="left">Lao PDR</td>
<td align="left">Cost-effectiveness analysis</td>
<td align="left">Healthcare workers (HCWs)</td>
<td align="left">Seasonal influenza vaccination</td>
<td align="left">No vaccination</td>
<td align="left">Incremental cost per life-year saved (ICER), incremental cost per HCW COVID-19 case averted</td>
<td align="left">ROI of 2.88 Kip for every single Kip invested</td>
<td align="left">Vaccination could save 1,393 doctor visits, 81 days of hospitalizations, 9,453 days of work annually; net cost of five billion Kip (599,391 USD) annually</td>
<td align="left">High</td>
<td align="left">Medium</td>
</tr>
<tr>
<td align="left">[<xref ref-type="bibr" rid="B85">85</xref>]</td>
<td align="left">2022</td>
<td align="left">Italy</td>
<td align="left">Cost-benefit analysis</td>
<td align="left">Healthcare workers (HCWs) at Fondazione Policlinico Universitario Agostino Gemelli IRCCS</td>
<td align="left">COVID-19 vaccination campaign</td>
<td align="left">No vaccination</td>
<td align="left">Costs and benefits associated with the vaccination campaign</td>
<td align="left">Benefit-to-cost ratio (BCR) of EUR 4.66; societal return on investment (SROI) of EUR 3.66</td>
<td align="left">Vaccination campaign costs: EUR 2,221,768; benefits: EUR 10,345,847; prevented long absences from work and adverse financial, staffing, and managerial consequences</td>
<td align="left">High</td>
<td align="left">High</td>
</tr>
<tr>
<td align="left">[<xref ref-type="bibr" rid="B86">86</xref>]</td>
<td align="left">2023</td>
<td align="left">Italy</td>
<td align="left">Econometric analysis</td>
<td align="left">Healthcare workers (HCWs)</td>
<td align="left">Stop Smoking Program (SSP)</td>
<td align="left">Before and after SSP intervention</td>
<td align="left">Sickness Absence Days (SADs), ROI, break-even analysis</td>
<td align="left">ROI of 1.90; break-even point of 7.85</td>
<td align="left">SSP intervention showed a success rate of 37.5% after 2 years; significant reduction in absenteeism (85% reduction in 1 year); nurses and physicians had the highest success rate</td>
<td align="left">High</td>
<td align="left">High</td>
</tr>
<tr>
<td align="left">[<xref ref-type="bibr" rid="B87">87</xref>]</td>
<td align="left">2023</td>
<td align="left">US</td>
<td align="left">Pre/post intervention study</td>
<td align="left">Newly hired nurse practitioners (NPs) and physician assistants (PAs)</td>
<td align="left">Structured onboarding program</td>
<td align="left">Before and after onboarding program</td>
<td align="left">Presurveys/postsurveys, attrition rates, onboarding costs</td>
<td align="left">Not explicitly calculated, but cost savings noted</td>
<td align="left">Structured onboarding program reduced attrition from 10.3% to 4.5%; annual cost for onboarding participants was $63,470 versus $256,826 as the estimated mean cost of one separation within their first year</td>
<td align="left">High</td>
<td align="left">Medium</td>
</tr>
<tr>
<td align="left">[<xref ref-type="bibr" rid="B88">88</xref>]</td>
<td align="left">2023</td>
<td align="left">US</td>
<td align="left">Survey and database analysis</td>
<td align="left">Neurosurgeons</td>
<td align="left">Neurosurgery Research and Education Foundation (NREF) awards</td>
<td align="left">Before and after NREF funding</td>
<td align="left">Subsequent grant funding, academic achievements</td>
<td align="left">NREF impact ratio: $1:$134</td>
<td align="left">NREF funding led to significant subsequent grant funding ($776M); highest ROI for Young Clinician Investigator (YCI) awards ($1:$381); 73% of awardees in academic positions; 82% received subsequent research grants</td>
<td align="left">High</td>
<td align="left">High</td>
</tr>
<tr>
<td align="left">[<xref ref-type="bibr" rid="B89">89</xref>]</td>
<td align="left">2023</td>
<td align="left">US</td>
<td align="left">Descriptive study</td>
<td align="left">Surgeons (residents and junior faculty)</td>
<td align="left">AAS/SUS research awards</td>
<td align="left">Not applicable</td>
<td align="left">Scholarly achievements, NIH funding, academic positions</td>
<td align="left">79-fold ROI for residents; 98-fold ROI for junior faculty</td>
<td align="left">High success in academic surgery; 39% of resident awardees and 50% of junior faculty awardees obtained NIH funding; many hold leadership positions (professors, division chiefs, department chairs)</td>
<td align="left">High</td>
<td align="left">High</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The included studies span a period of 17 years, ranging from 2006 to 2023. The temporal distribution reveals a growing interest in evaluating the ROI of workplace interventions targeting HCP. The included studies were conducted across diverse geographical regions, reflecting a broad global interest in assessing the ROI of workplace interventions for healthcare personnel. The geographical distribution of the studies reveals a significant concentration in North America, with the United States accounting for 39.29% of the total studies. This is followed by the Netherlands, which contributes 17.86% of the studies, and Italy, with 14.29%. Other countries represented include Canada, Malawi, sub-Saharan African countries, Australia, South Africa, Kenya, and Lao PDR, each contributing 3.57% of the studies. Additionally, one study encompasses multiple low- and middle-income countries (LMICs), also representing 3.57% of the total. This distribution highlights the predominance of research conducted in high-income countries, particularly the United States, while also reflecting a diverse range of international contexts.</p>
<p>For interpretability, studies were also considered by income setting and analytical perspective. High-income country studies more often reported employer, institutional, educational, or revenue-related outcomes, whereas LMIC or multi-country analyses more frequently used model-based estimates of avoided mortality, infection, or macroeconomic productivity losses. These differences informed the narrative synthesis and caution against direct cross-country comparison of ROI values.</p>
<p>The analysis of study designs reveals a diverse array of methodologies employed across the research. Cost-benefit analysis and cost analysis each account for 7.14% of the studies, reflecting a strong focus on evaluating the financial implications of healthcare interventions. Similarly, retrospective observational studies and randomized controlled trials also represent 7.14% each, highlighting the importance of both observational and experimental approaches in healthcare research. Other notable study designs include economic analysis and cost-effectiveness and ROI analysis, each contributing 7.14% to the total. This variety in study designs underscores the multifaceted nature of healthcare research, which encompasses program evaluations, longitudinal studies, and various economic models. The presence of unique designs such as human capital cost analysis, Markov modeling, and break-even analysis further illustrates the innovative approaches researchers employ to assess the impact of healthcare programs. The distribution of study designs demonstrates a balanced use of both qualitative and quantitative methods, providing a comprehensive understanding of the economic and practical outcomes of healthcare interventions.</p>
</sec>
<sec id="s3-3">
<title>Results of characteristics referred to PICO</title>
<p>The analysis of the populations studied reveals a diverse range of groups, reflecting the broad scope and inclusivity of healthcare research. The most frequently studied population is general HCP, who are the focus of 28.57% of the total studies. This significant representation underscores the critical importance of understanding the impact of healthcare interventions on those directly involved in patient care, particularly in light of recent global health challenges such as the COVID-19 pandemic [<xref ref-type="bibr" rid="B90">90</xref>]. The emphasis on HCP highlights the need to support and protect this essential workforce through various programs and interventions.</p>
<p>To address the substantial heterogeneity of interventions, the synthesis grouped interventions according to their dominant mechanism of action rather than treating all ROI estimates as directly comparable. <xref ref-type="table" rid="T3">Table 3</xref> presents the typology used in the review, including examples, primary economic mechanisms, and interpretive cautions.</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Typology of workplace intervention mechanisms and return-on-investment pathways. The table groups the included interventions into four categories and summarizes how each may generate economic value, including avoided disease and replacement costs, reduced absenteeism and presenteeism, improved retention and workforce productivity, and broader organizational or societal returns. Typology developed by the authors based on synthesis of the 28 studies included in this systematic review, covering multiple countries and the period 2006&#x2013;2023.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Intervention typology and ROI pathway</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Preventive and safety measures. Examples include vaccination campaigns, PPE provision, infection prevention and screening. The main economic pathway is avoided disease, outbreak containment, reduced sick leave and avoided replacement costs. These estimates are often highly context-sensitive and, when based on modelling, should be interpreted in relation to local incidence, unit costs, vaccine/PPE prices and healthcare-system capacity</td>
</tr>
<tr>
<td align="left">Occupational health, wellbeing and return-to-work interventions. Examples include stress-prevention programmes, worksite vitality interventions, screening with referral to occupational physicians, and disability-management or return-to-work programmes. The main pathway is reduced absenteeism and presenteeism, earlier return to work, improved retention and productivity. Implementation intensity, adherence, baseline risk and follow-up duration strongly influence ROI.</td>
</tr>
<tr>
<td align="left">Professional development and human-capital interventions. Examples include residency training, PharmD, physician assistant or nurse practitioner education, and skills assessment programmes. The pathway is long-term human-capital accumulation, productivity, workforce supply and career earnings. These studies require attention to time horizon, discounting, retention, migration and whether the perspective is individual, institutional or societal</td>
</tr>
<tr>
<td align="left">Research, documentation and productivity interventions. Examples include seed grants, research awards and focused documentation improvement. The pathway is external grant capture, revenue recovery, publications or efficiency gains. ROI can be large but may depend on attribution assumptions, selection effects and the distinction between financial return and broader academic or societal value</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Medical graduates, including international medical graduates, medical physicians, and medical students pursuing various specialties, account for 14.29% of the studies. These groups are crucial for understanding the broader implications of healthcare training and migration, as well as the economic returns on investment in medical education and professional development. For instance, the study on international medical graduates in Alberta, Canada provides insights into the financial benefits of skills assessment and residency training programs [<xref ref-type="bibr" rid="B62">62</xref>], while the research on medical doctors in Malawi highlights the economic impact of doctor migration on healthcare systems in sub-Saharan Africa [<xref ref-type="bibr" rid="B65">65</xref>].</p>
<p>Surgeons and surgical professionals, including trauma surgeons, neurosurgeons, and surgical residents, also represent 10.71% of the studies. These studies provide valuable insights into the specific challenges and economic implications of surgical training and practice [<xref ref-type="bibr" rid="B88">88</xref>].</p>
<p>Pharmacy professionals, including pharmacy residents and graduates, represent 7.14% of the studies. These populations are essential for evaluating the effectiveness of educational and training programs in preparing HCP for their roles [<xref ref-type="bibr" rid="B63">63</xref>].</p>
<p>Nurses and nurse practitioners, who account for 10.71% of the studies, are another critical group. Research on this population focuses on workplace interventions and preventive measures aimed at improving health and productivity. For instance, the study on nurses in a Dutch academic hospital examines the impact of preventive interventions on absenteeism and presenteeism [<xref ref-type="bibr" rid="B71">71</xref>], highlighting the economic benefits of investing in the wellbeing of HCP.</p>
<p>Finally, other populations, such as investigators, underserved men, older hospital workers, and temporary agency workers, account for 28.57% of the studies. These diverse groups highlight the wide-ranging nature of healthcare research, which aims to address the needs and challenges of various segments of the population. By examining a broad array of populations, these studies provide valuable insights into the effectiveness and economic implications of healthcare programs across different contexts.</p>
<p>Four intervention categories were identified. Preventive and safety measures included vaccination programs, PPE provision, screening, and occupational-health referral pathways. These interventions generally generated returns through avoided infections, reduced outbreak costs, lower absenteeism, and prevention of work-related functional limitations.</p>
<p>Occupational health and wellbeing interventions included worksite vitality programs, stress-prevention implementation strategies, workplace disability management, psychological support, and smoking-cessation programs. The worksite vitality intervention, for example, combined yoga, aerobic exercise, coaching, and fruit provision. These programs were mainly linked to reduced absenteeism and presenteeism, improved vitality, lower need for recovery, and productivity gains, although some trials reported limited or unfavorable economic returns.</p>
<p>Professional development and human-capital investments included residency training, advanced degrees, onboarding programs, tertiary education funding, and professional training. Their ROI mechanisms were longer-term and included increased earnings, workforce retention, resident or staff productivity, reduced turnover, and the availability of qualified HCP.</p>
<p>Research, documentation, and service-productivity interventions included seed grants, research awards, focused documentation improvement, and medical scribes. These interventions generated returns through subsequent grant funding, academic outputs, revenue recovery, improved documentation quality, or increased clinical productivity. Because their outcomes differ substantially from health and wellbeing outcomes, their ROI estimates were interpreted within this specific organizational-productivity category.</p>
<p>The analysis of comparison types reveals a diverse range of approaches used to evaluate the effectiveness of healthcare interventions. The most frequently used comparison types are &#x201c;no vaccination&#x201d; and &#x201c;not applicable,&#x201d; each accounting for 10.71% of the studies [<xref ref-type="bibr" rid="B63">63</xref>, <xref ref-type="bibr" rid="B72">72</xref>, <xref ref-type="bibr" rid="B84">84</xref>, <xref ref-type="bibr" rid="B85">85</xref>, <xref ref-type="bibr" rid="B89">89</xref>]. The &#x201c;no vaccination&#x201d; comparison is particularly relevant in studies assessing the impact of vaccination programs, such as those for pertussis, seasonal influenza, and COVID-19. These comparisons highlight the importance of preventive measures in reducing disease incidence and improving public health outcomes. The &#x201c;not applicable&#x201d; category includes studies where a direct comparison was not feasible or necessary, such as those focusing on the economic analysis of training programs or the impact of research awards. This category underscores the variety of methodologies employed in healthcare research, where some studies rely on economic modeling or descriptive analysis rather than direct comparisons.</p>
<p>Other common comparison types include &#x201c;usual care&#x201d; (7.14%) and &#x201c;no PPE intervention&#x201d; (7.14%). The &#x201c;usual care&#x201d; comparison is used in studies evaluating the effectiveness of new interventions against standard practices, such as worksite vitality interventions and return-to-work programs. The &#x201c;no PPE intervention&#x201d; comparison is relevant in studies assessing the impact of PPE on HCP safety and infection rates [<xref ref-type="bibr" rid="B69">69</xref>, <xref ref-type="bibr" rid="B70">70</xref>, <xref ref-type="bibr" rid="B83">83</xref>].</p>
<p>Several studies use a &#x201c;before and after&#x201d; comparison, examining the impact of interventions over time. Examples include &#x201c;before and after Alberta International Medical Graduate program implementation,&#x201d; &#x201c;before and after grant program implementation,&#x201d; and &#x201c;before and after migration.&#x201d; These comparisons, each representing 3.57% of the studies, are valuable for understanding the longitudinal effects of healthcare programs and policies [<xref ref-type="bibr" rid="B62">62</xref>, <xref ref-type="bibr" rid="B63">63</xref>, <xref ref-type="bibr" rid="B65">65</xref>].</p>
<p>The distribution of comparison types demonstrates the comprehensive approach taken in healthcare research to evaluate the effectiveness and economic implications of various interventions. By employing a wide array of comparison methods, these studies provide robust evidence to inform healthcare policies and practices, ultimately aiming to improve health outcomes and support the sustainability of healthcare systems worldwide.</p>
<p>The analysis of outcome measures reveals a diverse range of metrics used to evaluate the effectiveness and impact of healthcare interventions. Each outcome measure is represented by 3.57% of the studies, except for absenteeism, presenteeism, intervention costs, and productivity, which account for 7.14% of the studies. This variety in outcome measures underscores the multifaceted nature of healthcare research, which aims to capture both economic and health-related impacts.</p>
<p>Financial metrics, such as the financial rate of return to taxpayers, net present value (NPV) of educational investments, and cost of training, are commonly used to assess the economic benefits of healthcare programs. These measures provide insights into the financial returns on investment in healthcare education and training, highlighting the long-term economic value of such initiatives [<xref ref-type="bibr" rid="B66">66</xref>].</p>
<p>Productivity and cost-related measures, including resident productivity, cost savings, training costs, and productivity losses, are also frequently used. These metrics emphasize the importance of efficiency and cost-effectiveness in healthcare interventions, demonstrating how investments in training and preventive measures can lead to significant cost savings and productivity gains [<xref ref-type="bibr" rid="B73">73</xref>, <xref ref-type="bibr" rid="B74">74</xref>].</p>
<p>Health-related outcomes, such as service utilization, quality-adjusted life years (QALY), and mortality, are critical for evaluating the direct impact of healthcare interventions on patient health and wellbeing. For example, studies on vaccination programs and PPE use measure the reduction in disease incidence and mortality, underscoring the importance of preventive healthcare measures [<xref ref-type="bibr" rid="B80">80</xref>, <xref ref-type="bibr" rid="B83">83</xref>, <xref ref-type="bibr" rid="B84">84</xref>, <xref ref-type="bibr" rid="B91">91</xref>].</p>
<p>Additionally, measures of scholarly and academic achievements, such as external grants, peer-reviewed publications, and subsequent grant funding, highlight the role of research and education in advancing medical knowledge and practice [<xref ref-type="bibr" rid="B88">88</xref>, <xref ref-type="bibr" rid="B89">89</xref>]. These outcomes demonstrate the success of grant programs and research awards in fostering academic excellence and collaboration.</p>
<p>The distribution of outcome measures reflects the comprehensive approach taken in healthcare research to evaluate the effectiveness and economic implications of various interventions. By employing a wide array of metrics, these studies provide robust evidence to inform healthcare policies and practices, ultimately aiming to improve health outcomes and support the sustainability of healthcare systems worldwide.</p>
</sec>
<sec id="s3-4">
<title>Return on investment and key results</title>
<p>Economic findings were synthesized by distinguishing direct ROI estimates from adjacent economic evaluation approaches. Direct ROI, benefit-cost ratios, net savings, revenue recovery, and productivity gains were interpreted as financial-return measures. NPV, IRR, and CBA were interpreted as investment appraisal or welfare-based economic valuation approaches. ICERs and cost-effectiveness ratios were not treated as ROI, but as complementary evidence on whether additional costs were justified by additional outcomes. SROI and human-capital estimates were interpreted separately because they incorporate broader societal or long-term value.</p>
<p>This distinction is important because the magnitude and meaning of economic returns depend strongly on the method used. For example, IRR and NPV estimates in educational or workforce-investment studies capture discounted financial returns over long time horizons, whereas employer-perspective ROI studies on absenteeism or productivity capture short-to medium-term fiscal savings. Similarly, ICERs provide information on value for money but do not necessarily indicate a positive financial return to an employer.</p>
<p>Several studies reported direct cost offsets through revenue recovery, reduced absenteeism, or productivity gains. Focused documentation improvement and medical-scribe interventions were primarily linked to revenue or productivity mechanisms, while preventive occupational health programs were linked to reduced absenteeism and presenteeism. These findings suggest plausible financial value, but they remain dependent on local reimbursement rules, wage structures, baseline absenteeism rates, and implementation costs.</p>
<p>Exceptionally high ROI figures require particular caution. Estimates such as the $755.3 billion USD value and 7,932% return reported for PPE in LMICs, or other large returns for PPE and stress-prevention strategies, were driven by model-based assumptions, broad societal extrapolations, avoided mortality, and scenario parameters. These values are important for illustrating the potential scale of prevention benefits, but they should not be interpreted as directly transferable institutional budget returns.</p>
<p>The review also identified modest, neutral, or unfavorable findings. In the worksite vitality RCT, no significant differences in costs and effects were observed and the employer-perspective ROI indicated a loss per euro invested. The participatory return-to-work intervention was more effective but more costly, with an ROI below 1. These findings underscore that economic value depends on implementation fidelity, baseline risk, uptake, time horizon, and the perspective adopted by the analysis.</p>
<p>Overall, the included studies provide evidence that many workforce-targeted interventions can generate economic value, but this conclusion is strongest when interventions are interpreted within comparable categories and perspectives. The synthesis therefore emphasizes patterns and mechanisms rather than pooled or directly ranked ROI values.</p>
<p>One of the significant findings is the high ROI for many healthcare interventions. For instance, the study by Emery et al. [<xref ref-type="bibr" rid="B62">62</xref>] on the Alberta International Medical Graduate (AIMG) program in Canada found that the program yields annual rates of return between 9% and 13%, making it a cost-effective alternative to expanding medical school capacity. Similarly, Paller et al. [<xref ref-type="bibr" rid="B63">63</xref>] reported a 560% ROI for a seed grant program and a 237% ROI for an interdisciplinary Faculty Research Development (FRD) grant program in the US, demonstrating the success of these programs in generating external funds and publications.</p>
<p>Several studies emphasize the economic benefits of preventive interventions. For example, Tariq et al. [<xref ref-type="bibr" rid="B72">72</xref>] found that preventive vaccination against pertussis for HCP resulted in a 4:1 ROI, meaning that every euro invested in vaccination saved four euros in outbreak costs. Ortega-Sanchez et al. [<xref ref-type="bibr" rid="B84">84</xref>] reported a 2.88 Kip ROI for seasonal influenza vaccination, highlighting the cost savings associated with preventing influenza cases among HCP. Nurchis et al. [<xref ref-type="bibr" rid="B85">85</xref>] found that a COVID-19 vaccination campaign at Fondazione Policlinico Universitario Agostino Gemelli IRCCS in Italy yielded a benefit-to-cost ratio (BCR) of 4.66 and a societal return on investment (SROI) of 3.66, underscoring the financial and societal benefits of vaccination programs.</p>
<p>Workplace interventions also show significant economic returns. Noben et al. [<xref ref-type="bibr" rid="B71">71</xref>], in a study conducted in the Netherlands, reported that a preventive intervention involving screening, feedback, and referral to occupational physicians resulted in net savings of &#x20ac;244 to &#x20ac;651 per nurse, with an ROI of &#x20ac;5 to &#x20ac;11 per euro invested. Camisa et al. [<xref ref-type="bibr" rid="B78">78</xref>] found that a Workplace Disability Management Program for HCP in a pediatric hospital in Italy yielded an ROI of 27.66&#x20ac; for each euro invested, demonstrating the program&#x2019;s effectiveness in reducing absenteeism and work limitations.</p>
<p>The studies also highlight the importance of educational and training programs in generating economic returns. Chisholm-Burns et al. [<xref ref-type="bibr" rid="B73">73</xref>], in the US, found that pharmacy graduates surpass the net cumulative earnings of high school graduates by the age of 33 years and bachelor&#x2019;s degree holders by the age of 34 years, with net earnings ranging from $716,345 to $1,064,840 over the first 10 years of a pharmacy career. Craig et al. [<xref ref-type="bibr" rid="B75">75</xref>] reported that physician assistants (PAs) and nurse practitioners (NPs) have a slightly higher ROI than registered nurses (RNs) with a 4-year degree, emphasizing the financial benefits of advanced healthcare education.</p>
<p>These findings underscore that structured educational and training investments&#x2014;whether clinical, academic, or research-based&#x2014;play a pivotal role in advancing workforce competencies and generating long-term financial returns for both individuals and institutions.</p>
<p>Research awards and grant programs also demonstrate substantial economic and academic benefits. Javeed et al. [<xref ref-type="bibr" rid="B88">88</xref>] found that Neurosurgery Research and Education Foundation (NREF) awards in the United Kingdom led to significant subsequent grant funding, with an NREF impact ratio of $1:$134. Olutoye et al. [<xref ref-type="bibr" rid="B89">89</xref>] reported a 79-fold ROI for residents and a 98-fold ROI for junior faculty who received AAS/SUS research awards, highlighting the success of these awards in fostering academic excellence and securing NIH funding.</p>
<p>Overall, the key findings from these studies illustrate the diverse benefits of healthcare interventions, ranging from financial returns to improvements in health outcomes and productivity. These findings provide robust evidence to inform healthcare policies and practices, ultimately aiming to improve health outcomes and support the sustainability of healthcare systems worldwide.</p>
</sec>
<sec id="s3-5">
<title>Quality assessment</title>
<p>The quality assessments of the studies, based on the CHEERS and ECOBIAS criteria, reveal a high standard of research across the majority of the studies. According to the CHEERS criteria, 82.14% of the studies are rated as high quality, while 17.86% are rated as medium quality. This indicates that most studies adhere to rigorous reporting standards, ensuring transparency and comprehensiveness in the presentation of health economic evaluations.</p>
<p>The ECOBIAS quality assessment further supports these findings, with 67.86% of the studies rated as high quality and 32.14% as medium quality. The ECOBIAS criteria focus on the potential biases in economic evaluations, assessing the methodological rigor and the extent to which studies minimize bias in their analyses. The high percentage of studies rated as high quality suggests that the majority of the research employs robust methodologies, reducing the risk of bias and enhancing the reliability of the findings.</p>
<p>These quality assessments are crucial for interpreting the results of the studies and for making informed decisions based on their findings. High-quality studies provide more reliable evidence, which is essential for policymakers, healthcare providers, and other stakeholders who rely on this research to guide healthcare policies and practices. The adherence to CHEERS and ECOBIAS standards ensures that the studies are not only methodologically sound but also transparent in their reporting, allowing for critical appraisal and replication of the research.</p>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>The findings from this systematic review provide a structured and critical synthesis of economic evidence on workplace interventions targeting HCP. The results should not be interpreted as proof that all interventions generate generalizable positive ROI. Rather, they indicate that economic returns are most plausible when interventions have a clearly defined mechanism, when the relevant perspective is explicit, and when costs and benefits are measured over an appropriate time horizon.</p>
<p>Preventive and safety interventions, such as vaccination and PPE, tended to generate value through avoided infections, outbreak costs, absenteeism, and mortality. Occupational health and wellbeing interventions generated value mainly through reduced absenteeism, presenteeism, work limitations, and improved productivity. Professional development and training programs generated longer-term returns through human-capital accumulation, retention, and workforce capacity. Research and productivity interventions generated value through revenue recovery, academic outputs, or external funding.</p>
<p>ROI analysis in healthcare settings is complex and multifaceted. While traditional financial methods can provide insights into specific projects, they often fail to capture the full impact of healthcare Information Technology (IT) investments [<xref ref-type="bibr" rid="B92">92</xref>]. Econometric approaches have shown promise in demonstrating the positive effects of IT on hospital productivity and quality [<xref ref-type="bibr" rid="B92">92</xref>]. ROI calculations in healthcare vary widely, with some focusing solely on fiscal savings and others incorporating broader benefits like monetized health outcomes [<xref ref-type="bibr" rid="B51">51</xref>]. Studies have found significant returns on healthcare investments, with estimates ranging from $1.10 to $38.00 for every dollar spent, depending on the specific intervention [<xref ref-type="bibr" rid="B93">93</xref>, <xref ref-type="bibr" rid="B94">94</xref>]. To improve consistency and interpretability, researchers recommend standardized methodologies and reporting guidelines for ROI analyses in healthcare [<xref ref-type="bibr" rid="B51">51</xref>]. Mobile health clinics have also demonstrated substantial ROI, with one study reporting a 36:1 return [<xref ref-type="bibr" rid="B95">95</xref>].</p>
<p>Healthcare interventions can have significant long-term economic impacts on organizational performance. Positive psychology interventions can improve wellbeing and support among HCP, potentially enhancing organizational performance [<xref ref-type="bibr" rid="B96">96</xref>]. A four-year follow-up study demonstrated sustained improvements in wellbeing at work for HCP following a targeted intervention [<xref ref-type="bibr" rid="B97">97</xref>]. Long-term reductions in adverse psychosocial factors and improvements in health indicators were observed 3&#xa0;years post-intervention in an acute care hospital [<xref ref-type="bibr" rid="B98">98</xref>]. Healthcare innovations generally show positive impacts on organizational performance, particularly in health utilization metrics and medical-clinical indicators [<xref ref-type="bibr" rid="B99">99</xref>]. Fact-based psychosocial workplace interventions can enhance employee wellbeing and organizational performance, including increased productivity and decreased absenteeism [<xref ref-type="bibr" rid="B100">100</xref>]. However, interventions may have unintended consequences, necessitating a multi-stakeholder, multivariate longitudinal perspective when assessing their financial impact [<xref ref-type="bibr" rid="B101">101</xref>].</p>
<p>ROI analysis is increasingly used to evaluate healthcare interventions, but methodologies and definitions vary widely ([<xref ref-type="bibr" rid="B51">51</xref>, <xref ref-type="bibr" rid="B52">52</xref>]. While some studies focus solely on fiscal savings, others incorporate broader benefits like monetized health outcomes [<xref ref-type="bibr" rid="B51">51</xref>]. ROI in healthcare quality improvement is often conceptualized as value or benefit for stakeholders, rather than purely financial returns [<xref ref-type="bibr" rid="B52">52</xref>]. Studies have found positive ROI for various interventions, including workplace wellness programs [<xref ref-type="bibr" rid="B102">102</xref>, <xref ref-type="bibr" rid="B103">103</xref>], obesity management [<xref ref-type="bibr" rid="B102">102</xref>], and overall healthcare spending [<xref ref-type="bibr" rid="B93">93</xref>]. However, ROI estimates can be influenced by factors such as program length, company size, and study quality [<xref ref-type="bibr" rid="B103">103</xref>]. Some researchers advocate for more sophisticated statistical techniques and consideration of non-linear relationships in ROI calculations [<xref ref-type="bibr" rid="B104">104</xref>]. Recent models have also incorporated patient access alongside traditional cost and quality metrics [<xref ref-type="bibr" rid="B105">105</xref>].</p>
<p>Preventive healthcare interventions consistently demonstrate high ROI across various settings. A systematic review found a median ROI of 14.3:1 for public health interventions, with national programs yielding even higher returns [<xref ref-type="bibr" rid="B106">106</xref>, <xref ref-type="bibr" rid="B107">107</xref>]. Workplace-based prevention programs also show positive ROIs in 56.5% of cases [<xref ref-type="bibr" rid="B36">36</xref>]. Specific interventions with high ROIs include complex case management (12.21:1), asthma management (6.35:1), and diabetes care (1.16:1) [<xref ref-type="bibr" rid="B107">107</xref>&#x2013;<xref ref-type="bibr" rid="B109">109</xref>]. A comprehensive wellness program demonstrated sustained economic value over 8 years, with an average ROI of 2.02:1 [<xref ref-type="bibr" rid="B110">110</xref>]. Factors contributing to high ROIs include targeting high-risk populations, addressing conditions associated with avoidable emergency and inpatient utilization, and implementing interventions at a national level [<xref ref-type="bibr" rid="B107">107</xref>&#x2013;<xref ref-type="bibr" rid="B109">109</xref>]. These findings suggest that investing in preventive healthcare is cost-effective and can generate substantial savings.</p>
<p>Workplace health programs in the healthcare sector can positively influence employee productivity and wellbeing. Studies have shown that comprehensive wellness initiatives can reduce health risks, absenteeism, and work-related exhaustion while improving employee engagement, job satisfaction, and overall productivity [<xref ref-type="bibr" rid="B100">100</xref>, <xref ref-type="bibr" rid="B111">111</xref>, <xref ref-type="bibr" rid="B112">112</xref>]. Mental health support programs, including employee assistance programs and stress management workshops, contribute to enhanced wellbeing and increased engagement [<xref ref-type="bibr" rid="B113">113</xref>, <xref ref-type="bibr" rid="B114">114</xref>]. Perceived workplace health support is associated with higher work productivity, particularly in reducing presenteeism [<xref ref-type="bibr" rid="B115">115</xref>]. Successful programs often involve strong leadership participation, employee involvement, and integration into organizational culture [<xref ref-type="bibr" rid="B111">111</xref>]. However, some studies have found limited causal effects on medical expenditures and health behaviors [<xref ref-type="bibr" rid="B116">116</xref>]. Despite this, workplace wellness programs generally demonstrate a positive return on investment and can lead to improvements in employee health, productivity, and organizational performance [<xref ref-type="bibr" rid="B117">117</xref>&#x2013;<xref ref-type="bibr" rid="B119">119</xref>].</p>
<p>Effective healthcare education and training programs are crucial for improving patient care and organizational performance. Key determinants of success include learner-centered approaches, relevance to daily practice, and adequate duration [<xref ref-type="bibr" rid="B120">120</xref>, <xref ref-type="bibr" rid="B121">121</xref>]. These programs can yield positive ROI [<xref ref-type="bibr" rid="B122">122</xref>] by increasing revenue, reducing absenteeism, and improving work performance [<xref ref-type="bibr" rid="B86">86</xref>, <xref ref-type="bibr" rid="B122">122</xref>, <xref ref-type="bibr" rid="B123">123</xref>]. Successful programs often involve interdisciplinary teamwork, experienced facilitators, and the use of e-learning resources [<xref ref-type="bibr" rid="B120">120</xref>]. Evaluating program effectiveness requires comprehensive assessment frameworks that measure organizational excellence and healthcare outcomes [<xref ref-type="bibr" rid="B46">46</xref>, <xref ref-type="bibr" rid="B124">124</xref>]. Despite their importance, many private healthcare facilities fail to provide adequate education and training, particularly in waste management [<xref ref-type="bibr" rid="B125">125</xref>]. Overall, investing in well-designed healthcare education and training programs can lead to significant improvements in patient care, staff performance, and organizational success.</p>
<p>Research on healthcare interventions reveals significant differences in outcomes between high-income countries (HICs) and LMICs. Cancer mortality-to-incidence ratios are higher in LMICs, with WHO healthcare scores correlating with improved outcomes [<xref ref-type="bibr" rid="B126">126</xref>]. Traumatic brain injury studies show higher mortality rates in LMICs for severe cases, but lower disability rates for mild and moderate cases [<xref ref-type="bibr" rid="B127">127</xref>]. Economic evaluations differ across income groups, reflecting variations in healthcare capacity and research expectations [<xref ref-type="bibr" rid="B128">128</xref>]. Public health interventions generally demonstrate high cost-effectiveness, with median ROI of 14.3:1 overall and 27.2:1 for nationwide interventions in HICs [<xref ref-type="bibr" rid="B106">106</xref>]. However, ROI analyses vary in methodology and included benefits, necessitating careful interpretation for policy decisions [<xref ref-type="bibr" rid="B51">51</xref>]. These findings highlight the need for context-specific research and adaptation of interventions across different income settings.</p>
<p>In the present review, global applicability is constrained by the predominance of high-income settings. HIC studies generally used employer, institutional, educational, or revenue perspectives, while LMIC studies were more likely to use model-based analyses of PPE, avoided mortality, or system-level protection of the health workforce. For this reason, ROI values should be interpreted within income-setting strata and should not be transferred across countries without adjustment for wages, workforce shortages, financing arrangements, procurement costs, and baseline service capacity.</p>
<p>Healthcare interventions like vaccination programs targeting HCP and workplace health initiatives contribute significantly to healthcare system sustainability. Vaccination reduces healthcare costs by preventing diseases and associated complications, making it one of the most cost-effective interventions [<xref ref-type="bibr" rid="B129">129</xref>, <xref ref-type="bibr" rid="B130">130</xref>]. Workplace health initiatives, such as enforcing occupational safety regulations and providing flexible working arrangements, can positively impact workers&#x2019; health and job sustainability [<xref ref-type="bibr" rid="B131">131</xref>]. However, sustainability of healthcare interventions faces challenges, including inconsistent definitions and measures [<xref ref-type="bibr" rid="B132">132</xref>]. The nature of interventions influences their sustainability, requiring tailored strategies for different types of programs [<xref ref-type="bibr" rid="B133">133</xref>, <xref ref-type="bibr" rid="B134">134</xref>]. A health system approach can improve immunization program performance and strengthen overall healthcare systems [<xref ref-type="bibr" rid="B135">135</xref>]. To enhance sustainability, researchers suggest adopting a dynamic framework that allows for continuous adaptation and improvement of interventions in changing contexts [<xref ref-type="bibr" rid="B136">136</xref>&#x2013;<xref ref-type="bibr" rid="B138">138</xref>].</p>
<p>ROI is increasingly used to evaluate healthcare interventions, but its application has both strengths and limitations. ROI can provide valuable information on the economic benefits of public health programs [<xref ref-type="bibr" rid="B51">51</xref>, <xref ref-type="bibr" rid="B139">139</xref>]. However, the methodology and definition of ROI in healthcare vary widely, leading to inconsistencies in calculations and reporting [<xref ref-type="bibr" rid="B51">51</xref>, <xref ref-type="bibr" rid="B52">52</xref>]. ROI often focuses on short-term financial outcomes, potentially overlooking long-term health benefits and non-monetary outcomes [<xref ref-type="bibr" rid="B35">35</xref>, <xref ref-type="bibr" rid="B140">140</xref>]. The metric may be influenced by various institutional factors, making it challenging to balance different stakeholder interests [<xref ref-type="bibr" rid="B140">140</xref>]. While ROI can be a useful tool for decision-making, it should be interpreted cautiously and not used as the sole criterion for resource allocation in healthcare [<xref ref-type="bibr" rid="B141">141</xref>, <xref ref-type="bibr" rid="B142">142</xref>]. A more comprehensive approach that considers both monetary and non-monetary benefits may be more appropriate for evaluating healthcare quality improvement initiatives [<xref ref-type="bibr" rid="B140">140</xref>].</p>
<p>A further implication is that ROI should not dominate decisions about occupational health investments. Critical health economics literature warns that ROI may undervalue intangible benefits such as dignity, psychological wellbeing, fairness, safety culture, and long-term workforce resilience, while overemphasizing short-term monetizable gains [<xref ref-type="bibr" rid="B140">140</xref>, <xref ref-type="bibr" rid="B141">141</xref>]. Therefore, ROI is best used as one component of a broader decision framework that also includes ethical, clinical, organizational, and equity considerations.</p>
<p>This review presents several notable strengths that enhance the credibility and relevance of its findings. First, it is one of the few systematic reviews to specifically focus on the economic outcomes of workplace interventions targeted at HCP, an area of increasing importance given the global workforce shortages and rising healthcare expenditures. Second, the inclusion of a broad range of interventions, spanning from PPE and vaccination campaigns to residency training, workplace disability programs, and research grants, offers a comprehensive overview of strategies adopted across diverse healthcare systems. This heterogeneity allows for the comparison of different models of investment in HCP across contexts, disciplines, and professional categories. Third, the review covers multiple countries and healthcare settings, including acute care hospitals, trauma centers, academic medical institutions, and occupational health services. This diversity enhances the applicability of findings across various organizational environments. Fourth, economic evaluation metrics were systematically extracted and discussed, including ROI, cost-benefit analyses, cost-effectiveness ratios, and productivity gains. By doing so, the review not only identifies effective interventions but also provides quantitative evidence to inform financial planning and policy decisions in the healthcare sector. Finally, the review integrates findings from studies conducted before, during, and after health crises, offering unique insights into how economic outcomes may shift depending on external stressors such as pandemics. This temporal depth enriches the discussion and supports more adaptive and resilient health workforce strategies.</p>
<p>While this systematic review provides useful insights into the economic impact of workplace interventions targeting HCP, several limitations must be acknowledged when interpreting the findings.</p>
<p>First, generalizability is limited by substantial heterogeneity in intervention type, target population, healthcare system, labor market, and evaluation perspective. ROI estimates reported in high-income settings may not be directly applicable to LMICs, where labor costs, procurement conditions, workforce shortages, and healthcare infrastructure differ substantially. Conversely, societal or model-based estimates from LMICs should not be interpreted as equivalent to employer-level budget returns in high-income systems.</p>
<p>Second, the temporal context of the studies may influence results. Some interventions were evaluated before the COVID-19 pandemic and before recent shifts in workforce shortages, inflation, digitalization, and health-system resilience planning. Economic returns from infection-prevention or preparedness interventions may change considerably during future outbreaks or emergencies.</p>
<p>Third, many included studies lacked standardization in ROI calculation methods, perspectives, and time horizons. The heterogeneity in how benefits such as productivity, cost savings, avoided mortality, academic outputs, and wellbeing were monetized prevented pooled quantitative synthesis. Fourth, the exclusion of grey literature and the predominance of positive ROI findings raise the possibility of publication bias, as null or negative implementation experiences may be underreported. Future studies should report assumptions transparently, include sensitivity analyses, and clearly distinguish ROI, CBA, CEA, SROI, and human-capital approaches.</p>
<p>This systematic review underscores the importance of targeted interventions in enhancing the wellbeing, safety, professional development, and sustainability of HCP. The revised synthesis suggests that policy recommendations should be intervention-specific rather than based on undifferentiated ROI values.</p>
<p>For preventive and safety interventions, decision makers should prioritize settings with high baseline risk, clear exposure pathways, and measurable avoided costs. For occupational health and wellbeing interventions, expected ROI should be assessed alongside implementation fidelity, workforce participation, organizational support, and sustainability. For professional development and training programs, evaluation horizons should be sufficiently long to capture retention, skill acquisition, and human-capital returns.</p>
<p>For all intervention categories, future evaluations should report the analytical perspective, time horizon, costing method, monetization assumptions, sensitivity analyses, and distributional or equity implications. CHEERS 2022 and ECOBIAS offer useful reporting and bias-appraisal standards, but additional workforce-specific guidance may be needed to capture intangible outcomes such as safety culture, psychological wellbeing, and professional development.</p>
<p>Overall, the results support evidence-based investment in HCP, but they also reinforce the need for careful interpretation of ROI. Economic returns should be considered together with ethical obligations to protect workers, patient safety, workforce resilience, and the long-term sustainability of healthcare systems.</p>
</sec>
</body>
<back>
<sec sec-type="author-contributions" id="s5">
<title>Author contributions</title>
<p>Conceptualization, PC and CL; methodology, CC and CL; validation, HM, DV, and CL; formal analysis, CC and CL; resources, CL; data curation, DV; writing&#x2014;original draft preparation, PC and CL; writing&#x2014;review and editing, HM and DV; supervision, DV and CL; funding acquisition, CL. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec sec-type="COI-statement" id="s7">
<title>Conflict of interest</title>
<p>The authors declare that they do not have any conflicts of interest.</p>
</sec>
<sec sec-type="ai-statement" id="s8">
<title>Generative AI statement</title>
<p>The author(s) declared that generative AI was not used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<label>1.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Glasberg</surname>
<given-names>AL</given-names>
</name>
<name>
<surname>Eriksson</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Norberg</surname>
<given-names>A</given-names>
</name>
</person-group>. <article-title>Burnout and &#x2018;stress of conscience&#x2019; among healthcare personnel</article-title>. <source>J Adv Nurs</source> (<year>2007</year>) <volume>57</volume>(<issue>4</issue>):<fpage>392</fpage>&#x2013;<lpage>403</lpage>. <pub-id pub-id-type="doi">10.1111/j.1365-2648.2007.04111.x</pub-id>
<pub-id pub-id-type="pmid">17291203</pub-id>
</mixed-citation>
</ref>
<ref id="B2">
<label>2.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Silva</surname>
<given-names>DR</given-names>
</name>
<name>
<surname>Mendes</surname>
<given-names>LS</given-names>
</name>
<name>
<surname>Souza</surname>
<given-names>ACSD</given-names>
</name>
<name>
<surname>Costa</surname>
<given-names>AFD</given-names>
</name>
<name>
<surname>Soares</surname>
<given-names>VM</given-names>
</name>
<name>
<surname>Pereira</surname>
<given-names>HR</given-names>
</name>
<etal/>
</person-group> <article-title>Burnout syndrome in emergency professionals: a literature review</article-title>. <source>Int J Adv Eng Res Sci</source> (<year>2024</year>) <volume>11</volume>(<issue>12</issue>):<fpage>32</fpage>&#x2013;<lpage>5</lpage>. <pub-id pub-id-type="doi">10.22161/ijaers.1112.5</pub-id>
</mixed-citation>
</ref>
<ref id="B3">
<label>3.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Alabduljabbar</surname>
<given-names>Zmohammed</given-names>
</name>
<name>
<surname>Beshri</surname>
<given-names>ZSA</given-names>
</name>
<name>
<surname>Alhejji</surname>
<given-names>EAH</given-names>
</name>
<name>
<surname>Qismayn</surname>
<given-names>AI</given-names>
</name>
<name>
<surname>Al Shuhaib</surname>
<given-names>JY</given-names>
</name>
<name>
<surname>Abushomi</surname>
<given-names>HQ</given-names>
</name>
<etal/>
</person-group> <article-title>A review of psychological and moral challenges faced by medical staff in high-stress environments</article-title>. <source>J Ecohumanism</source> (<year>2024</year>) <volume>3</volume>(<issue>8</issue>). <pub-id pub-id-type="doi">10.62754/joe.v3i8.4792</pub-id>
</mixed-citation>
</ref>
<ref id="B4">
<label>4.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Leppanen</surname>
<given-names>RA</given-names>
</name>
<name>
<surname>Olkinuora</surname>
<given-names>MA</given-names>
</name>
</person-group>. <article-title>Psychological stress experienced by health care personnel</article-title>. <source>Scand J of Work, Environ and Health</source> (<year>1987</year>) <volume>13</volume>(<issue>1</issue>):<fpage>1</fpage>&#x2013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.5271/sjweh.2086</pub-id>
<pub-id pub-id-type="pmid">3554496</pub-id>
</mixed-citation>
</ref>
<ref id="B5">
<label>5.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Garcia-Campayo</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Puebla-Guedea</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Herrera-Mercadal</surname>
<given-names>P</given-names>
</name>
<name>
<surname>Dauden</surname>
<given-names>E</given-names>
</name>
</person-group>. <article-title>Desmotivaci\&#x2019; on del personal sanitario y s\&#x2019; indrome de burnout. Control de las situaciones de tensi\&#x2019; on. La importancia del trabajo en equipo</article-title>. <source>Actas Dermo-Sifiliogr\&#x2019; Aficas</source> (<year>2016</year>) <volume>107</volume>(<issue>5</issue>):<fpage>400</fpage>&#x2013;<lpage>6</lpage>. <pub-id pub-id-type="doi">10.1016/j.ad.2015.09.016</pub-id>
</mixed-citation>
</ref>
<ref id="B6">
<label>6.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Iverson</surname>
<given-names>RD</given-names>
</name>
<name>
<surname>Mara</surname>
<given-names>O</given-names>
</name>
<name>
<surname>Erwin</surname>
<given-names>PJ</given-names>
</name>
</person-group>. <article-title>Affectivity, organizational stressors, and absenteeism: a causal model of burnout and its consequences</article-title>. <source>J Vocational Behav</source> (<year>1998</year>) <volume>52</volume>(<issue>1</issue>):<fpage>1</fpage>&#x2013;<lpage>23</lpage>. <pub-id pub-id-type="doi">10.1006/jvbe.1996.1556</pub-id>
</mixed-citation>
</ref>
<ref id="B7">
<label>7.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Patel</surname>
<given-names>RS</given-names>
</name>
<name>
<surname>Bachu</surname>
<given-names>R</given-names>
</name>
<name>
<surname>Adikey</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Malik</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Shah</surname>
<given-names>M</given-names>
</name>
</person-group>. <article-title>Factors related to physician burnout and its consequences: a review</article-title>. <source>Behav Sci</source> (<year>2018</year>) <volume>8</volume>(<issue>11</issue>):<fpage>98</fpage>. <pub-id pub-id-type="doi">10.3390/bs8110098</pub-id>
<pub-id pub-id-type="pmid">30366419</pub-id>
</mixed-citation>
</ref>
<ref id="B8">
<label>8.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Watson</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Tregaskis</surname>
<given-names>O</given-names>
</name>
<name>
<surname>Gedikli</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Vaughn</surname>
<given-names>O</given-names>
</name>
<name>
<surname>Semkina</surname>
<given-names>A</given-names>
</name>
</person-group>. <article-title>Well-being through learning: a systematic review of learning interventions in the workplace and their impact on well-being</article-title>. <source>Eur J Work Organizational Psychol</source> (<year>2018</year>) <volume>27</volume>(<issue>2</issue>):<fpage>247</fpage>&#x2013;<lpage>68</lpage>. <pub-id pub-id-type="doi">10.1080/1359432X.2018.1435529</pub-id>
</mixed-citation>
</ref>
<ref id="B9">
<label>9.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kelloway</surname>
<given-names>EK</given-names>
</name>
<name>
<surname>Barling</surname>
<given-names>J</given-names>
</name>
</person-group>. <article-title>Leadership development as an intervention in occupational health psychology</article-title>. <source>Work and Stress</source> (<year>2010</year>) <volume>24</volume>(<issue>3</issue>):<fpage>260</fpage>&#x2013;<lpage>79</lpage>. <pub-id pub-id-type="doi">10.1080/02678373.2010.518441</pub-id>
</mixed-citation>
</ref>
<ref id="B10">
<label>10.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Anger</surname>
<given-names>WK</given-names>
</name>
<name>
<surname>Elliot</surname>
<given-names>DL</given-names>
</name>
<name>
<surname>Todd</surname>
<given-names>B</given-names>
</name>
<name>
<surname>Olson</surname>
<given-names>R</given-names>
</name>
<name>
<surname>Rohlman</surname>
<given-names>DS</given-names>
</name>
<name>
<surname>Truxillo</surname>
<given-names>DM</given-names>
</name>
<etal/>
</person-group> <article-title>Effectiveness of total worker health interventions</article-title>. <source>J Occup Health Psychol</source> (<year>2015</year>) <volume>20</volume>(<issue>2</issue>):<fpage>226</fpage>&#x2013;<lpage>47</lpage>. <pub-id pub-id-type="doi">10.1037/a0038340</pub-id>
<pub-id pub-id-type="pmid">25528687</pub-id>
</mixed-citation>
</ref>
<ref id="B11">
<label>11.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nielsen</surname>
<given-names>K</given-names>
</name>
<name>
<surname>Nielsen</surname>
<given-names>MB</given-names>
</name>
<name>
<surname>Ogbonnaya</surname>
<given-names>C</given-names>
</name>
<name>
<surname>K&#xe4;ns&#xe4;l&#xe4;</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Saari</surname>
<given-names>E</given-names>
</name>
<name>
<surname>Isaksson</surname>
<given-names>K</given-names>
</name>
</person-group>. <article-title>Workplace resources to improve both employee well-being and performance: a systematic review and meta-analysis</article-title>. <source>Work and Stress</source> (<year>2017</year>) <volume>31</volume>(<issue>2</issue>):<fpage>101</fpage>&#x2013;<lpage>20</lpage>. <pub-id pub-id-type="doi">10.1080/02678373.2017.1304463</pub-id>
</mixed-citation>
</ref>
<ref id="B12">
<label>12.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shiri</surname>
<given-names>R</given-names>
</name>
<name>
<surname>Nikunlaakso</surname>
<given-names>R</given-names>
</name>
<name>
<surname>Laitinen</surname>
<given-names>J</given-names>
</name>
</person-group>. <article-title>Effectiveness of workplace interventions to improve health and well-being of health and social service workers: a narrative review of randomised controlled trials</article-title>. <source>Healthcare</source> (<year>2023</year>) <volume>11</volume>(<issue>12</issue>):<fpage>1792</fpage>. <pub-id pub-id-type="doi">10.3390/healthcare11121792</pub-id>
<pub-id pub-id-type="pmid">37372909</pub-id>
</mixed-citation>
</ref>
<ref id="B13">
<label>13.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Virgillito</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Catalfo</surname>
<given-names>P</given-names>
</name>
<name>
<surname>Ledda</surname>
<given-names>C</given-names>
</name>
</person-group>. <article-title>How are workplace policies, organizational dysfunction, and lack of accommodations for employees with endometriosis associated with fertility-related needs, absenteeism, and productivity in the workforce? A scoping review</article-title>. <source>Int J Ind Ergon</source> (<year>2026</year>) <volume>114</volume>(<issue>luglio</issue>):<fpage>103970</fpage>. <pub-id pub-id-type="doi">10.1016/j.ergon.2026.103970</pub-id>
</mixed-citation>
</ref>
<ref id="B14">
<label>14.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Virgillito</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Ledda</surname>
<given-names>C</given-names>
</name>
</person-group>. <article-title>The impact of organizational dysfunction on employees&#x2019; fertility and economic outcomes: a scoping review</article-title>. <source>Administrative Sci</source> (<year>2025</year>) <volume>15</volume>(<issue>11</issue>):<fpage>416</fpage>. <pub-id pub-id-type="doi">10.3390/admsci15110416</pub-id>
</mixed-citation>
</ref>
<ref id="B15">
<label>15.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Giga</surname>
<given-names>SI</given-names>
</name>
<name>
<surname>Cooper</surname>
<given-names>CL</given-names>
</name>
<name>
<surname>Faragher</surname>
<given-names>B</given-names>
</name>
</person-group>. <article-title>The development of a framework for a comprehensive approach to stress management interventions at work</article-title>. <source>Int J Stress Manage</source> (<year>2003</year>) <volume>10</volume>(<issue>4</issue>):<fpage>280</fpage>&#x2013;<lpage>96</lpage>. <pub-id pub-id-type="doi">10.1037/1072-5245.10.4.280</pub-id>
</mixed-citation>
</ref>
<ref id="B16">
<label>16.</label>
<mixed-citation publication-type="book">
<person-group person-group-type="author">
<name>
<surname>Nielsen</surname>
<given-names>K</given-names>
</name>
<name>
<surname>Noblet</surname>
<given-names>A</given-names>
</name>
</person-group>. <source>Organizational Interventions for Health and Well-Being: A Handbook for Evidence-Based Practice. 1a Ed</source>. <publisher-name>London: Routledge</publisher-name> (<year>2018</year>). <pub-id pub-id-type="doi">10.4324/9781315410494</pub-id>
</mixed-citation>
</ref>
<ref id="B17">
<label>17.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Schulte</surname>
<given-names>P</given-names>
</name>
<name>
<surname>Vainio</surname>
<given-names>H</given-names>
</name>
</person-group>. <article-title>Well-being at work &#x2013; overview and perspective</article-title>. <source>Scand J Work, Environ and Health</source> (<year>2010</year>) <volume>36</volume>(<issue>5</issue>):<fpage>422</fpage>&#x2013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.5271/sjweh.3076</pub-id>
<pub-id pub-id-type="pmid">20686738</pub-id>
</mixed-citation>
</ref>
<ref id="B18">
<label>18.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rechel</surname>
<given-names>B</given-names>
</name>
<name>
<surname>Buchan</surname>
<given-names>J</given-names>
</name>
<name>
<surname>McKee</surname>
<given-names>M</given-names>
</name>
</person-group>. <article-title>The impact of health facilities on healthcare workers&#x2019; well-being and performance</article-title>. <source>Int J Nurs Stud</source> (<year>2009</year>) <volume>46</volume>:<fpage>1025</fpage>&#x2013;<lpage>34</lpage>. <pub-id pub-id-type="doi">10.1016/j.ijnurstu.2008.12.008</pub-id>
<pub-id pub-id-type="pmid">19166997</pub-id>
</mixed-citation>
</ref>
<ref id="B19">
<label>19.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Almeida</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Bowden</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Bloomfield</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Jose</surname>
<given-names>B</given-names>
</name>
<name>
<surname>Wilson</surname>
<given-names>V</given-names>
</name>
</person-group>. <article-title>Caring for the carers in a public health district: a well&#x2010;being Initia tive to support healthcare professionals</article-title>. <source>J Clin Nurs</source> (<year>2020</year>) <volume>29</volume>:<fpage>3701</fpage>&#x2013;<lpage>10</lpage>. <pub-id pub-id-type="doi">10.1111/jocn.15398</pub-id>
<pub-id pub-id-type="pmid">32619287</pub-id>
</mixed-citation>
</ref>
<ref id="B20">
<label>20.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Aravind</surname>
<given-names>S</given-names>
</name>
</person-group>. <article-title>A study on employee well-being initiatives and their impact on organizational performance</article-title>. <source>Shanlax Int J Manage</source> (<year>2024</year>) <volume>11</volume>(<issue>S1-Mar</issue>):<fpage>124</fpage>&#x2013;<lpage>33</lpage>. <pub-id pub-id-type="doi">10.34293/management.v11iS1-Mar.8099</pub-id>
</mixed-citation>
</ref>
<ref id="B21">
<label>21.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yassi</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Hancock</surname>
<given-names>T</given-names>
</name>
</person-group>. <article-title>Patient safety - worker safety: building a culture of safety to improve healthcare worker and patient well-being</article-title>. <source>Healthc Q</source> (<year>2005</year>) <volume>8</volume>(<issue>ottobre</issue>):<fpage>32</fpage>&#x2013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.12927/hcq.17659</pub-id>
<pub-id pub-id-type="pmid">16334069</pub-id>
</mixed-citation>
</ref>
<ref id="B22">
<label>22.</label>
<mixed-citation publication-type="book">
<person-group person-group-type="author">
<name>
<surname>Adair</surname>
<given-names>KC</given-names>
</name>
<name>
<surname>Rehder</surname>
<given-names>K</given-names>
</name>
<name>
<surname>Bryan Sexton</surname>
<given-names>J</given-names>
</name>
</person-group>. <article-title>How healthcare worker well-being intersects with safety culture, workf orce engagement, and operational outcomes</article-title>. In: <source>Aligning Perspectives on Health, Safety and Well-Being</source>. <publisher-name>Springer International Publishing. Crossref</publisher-name> (<year>2020</year>). <pub-id pub-id-type="doi">10.1007/978-3-030-60998-6_18</pub-id>
</mixed-citation>
</ref>
<ref id="B23">
<label>23.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Williamson</surname>
<given-names>L</given-names>
</name>
<name>
<surname>Burog</surname>
<given-names>W</given-names>
</name>
<name>
<surname>Taylor</surname>
<given-names>RM</given-names>
</name>
</person-group>. <article-title>A Scoping Review of Strategies Used to Recruit and Retain Nurses in Th e Health Care Workforce</article-title>. <source>J Nurs Manage</source> (<year>2022</year>) <volume>30</volume>(<issue>7</issue>):<fpage>2845</fpage>&#x2013;<lpage>53</lpage>. <pub-id pub-id-type="doi">10.1111/jonm.13786</pub-id>
</mixed-citation>
</ref>
<ref id="B24">
<label>24.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sears</surname>
<given-names>LE</given-names>
</name>
<name>
<surname>Shi</surname>
<given-names>Y</given-names>
</name>
<name>
<surname>Coberley</surname>
<given-names>CR</given-names>
</name>
<name>
<surname>Pope</surname>
<given-names>JE</given-names>
</name>
</person-group>. <article-title>Overall well-being as a predictor of health care, productivity, and Re tention outcomes in a large employer</article-title>. <source>Popul Health Manage</source> (<year>2013</year>) <volume>16</volume>(<issue>6</issue>):<fpage>397</fpage>&#x2013;<lpage>405</lpage>. <pub-id pub-id-type="doi">10.1089/pop.2012.0114</pub-id>
<pub-id pub-id-type="pmid">23480368</pub-id>
</mixed-citation>
</ref>
<ref id="B25">
<label>25.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Virgillito</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Ledda</surname>
<given-names>C</given-names>
</name>
</person-group>. <article-title>Personalized AI for workplace health promotion: performance management and healthcare worker engagement through digital analytics</article-title>. <source>Front Public Health</source> (<year>2026</year>) <volume>13</volume>(<issue>gennaio</issue>):<fpage>1718474</fpage>. <pub-id pub-id-type="doi">10.3389/fpubh.2025.1718474</pub-id>
</mixed-citation>
</ref>
<ref id="B26">
<label>26.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wilkason</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Lee</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Sauer</surname>
<given-names>LM</given-names>
</name>
<name>
<surname>Nuzzo</surname>
<given-names>J</given-names>
</name>
<name>
<surname>McClelland</surname>
<given-names>A</given-names>
</name>
</person-group>. <article-title>Assessing and reducing risk to healthcare workers in outbreaks</article-title>. <source>Health Security</source> (<year>2020</year>) <volume>18</volume>(<issue>3</issue>):<fpage>205</fpage>&#x2013;<lpage>11</lpage>. <pub-id pub-id-type="doi">10.1089/hs.2019.0131</pub-id>
<pub-id pub-id-type="pmid">32559156</pub-id>
</mixed-citation>
</ref>
<ref id="B27">
<label>27.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lundstrom</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Pugliese</surname>
<given-names>G</given-names>
</name>
<name>
<surname>Bartley</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Cox</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Guither</surname>
<given-names>C</given-names>
</name>
</person-group>. <article-title>Organizational and environmental factors that affect worker health and safety and patient outcomes</article-title>. <source>Am J Infect Control</source> (<year>2002</year>) <volume>30</volume>(<issue>2</issue>):<fpage>93</fpage>&#x2013;<lpage>106</lpage>. <pub-id pub-id-type="doi">10.1067/mic.2002.119820</pub-id>
<pub-id pub-id-type="pmid">11944001</pub-id>
</mixed-citation>
</ref>
<ref id="B28">
<label>28.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Suwantarat</surname>
<given-names>N</given-names>
</name>
<name>
<surname>Apisarnthanarak</surname>
<given-names>A</given-names>
</name>
</person-group>. <article-title>Risks to healthcare workers with emerging diseases</article-title>. <source>Curr Opin Infect Dis</source> (<year>2015</year>) <volume>28</volume>(<issue>4</issue>):<fpage>349</fpage>&#x2013;<lpage>61</lpage>. <pub-id pub-id-type="doi">10.1097/qco.0000000000000183</pub-id>
</mixed-citation>
</ref>
<ref id="B29">
<label>29.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hendel</surname>
<given-names>S</given-names>
</name>
<name>
<surname>d&#x2019;Arville</surname>
<given-names>A</given-names>
</name>
</person-group>. <article-title>Reimagining health preparedness in the aftermath of COVID-19</article-title>. <source>Br J Anaesth</source> (<year>2022</year>) <volume>128</volume>(<issue>2</issue>):<fpage>e100</fpage>&#x2013;<lpage>103</lpage>. <pub-id pub-id-type="doi">10.1016/j.bja.2021.08.020</pub-id>
</mixed-citation>
</ref>
<ref id="B30">
<label>30.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Connor</surname>
<given-names>SB</given-names>
</name>
</person-group>. <article-title>When and why health care personnel respond to a disaster: the state of the science</article-title>. <source>Prehosp Disaster Med</source> (<year>2014</year>) <volume>29</volume>(<issue>3</issue>):<fpage>270</fpage>&#x2013;<lpage>4</lpage>. <pub-id pub-id-type="doi">10.1017/S1049023X14000387</pub-id>
<pub-id pub-id-type="pmid">24784878</pub-id>
</mixed-citation>
</ref>
<ref id="B31">
<label>31.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nathan Ezie</surname>
<given-names>K</given-names>
</name>
<name>
<surname>Amekpor</surname>
<given-names>F</given-names>
</name>
<name>
<surname>Scott</surname>
<given-names>GY</given-names>
</name>
<name>
<surname>Andigema</surname>
<given-names>AS</given-names>
</name>
<name>
<surname>Musa</surname>
<given-names>SS</given-names>
</name>
<name>
<surname>Takoutsing</surname>
<given-names>BD</given-names>
</name>
<etal/>
</person-group> <article-title>Healthcare workers&#x2019; safety; A necessity for a robust health system</article-title>. <source>Ann Glob Health</source> (<year>2023</year>) <volume>89</volume>(<issue>1</issue>):<fpage>57</fpage>. <pub-id pub-id-type="doi">10.5334/aogh.4167</pub-id>
</mixed-citation>
</ref>
<ref id="B32">
<label>32.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Barbosa</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Bray</surname>
<given-names>JW</given-names>
</name>
<name>
<surname>Dowd</surname>
<given-names>WN</given-names>
</name>
<name>
<surname>Mills</surname>
<given-names>MJ</given-names>
</name>
<name>
<surname>Moen</surname>
<given-names>P</given-names>
</name>
<name>
<surname>Wipfli</surname>
<given-names>B</given-names>
</name>
<etal/>
</person-group> <article-title>Return on investment of a work&#x2013;family intervention: evidence from the work, family, and health network</article-title>. <source>J Occup and Environ Med</source> (<year>2015</year>) <volume>57</volume>(<issue>9</issue>):<fpage>943</fpage>&#x2013;<lpage>51</lpage>. <pub-id pub-id-type="doi">10.1097/JOM.0000000000000520</pub-id>
<pub-id pub-id-type="pmid">26340282</pub-id>
</mixed-citation>
</ref>
<ref id="B33">
<label>33.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Trogdon</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Finkelstein</surname>
<given-names>EA</given-names>
</name>
<name>
<surname>Reyes</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Dietz</surname>
<given-names>WH</given-names>
</name>
</person-group>. <article-title>A return-on-investment simulation model of workplace obesity interventions</article-title>. <source>J Occup and Environ Med</source> (<year>2009</year>) <volume>51</volume>(<issue>7</issue>):<fpage>751</fpage>&#x2013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.1097/JOM.0b013e3181a86656</pub-id>
<pub-id pub-id-type="pmid">19528833</pub-id>
</mixed-citation>
</ref>
<ref id="B34">
<label>34.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ben</surname>
<given-names>&#xc2;J</given-names>
</name>
<name>
<surname>Jelsma</surname>
<given-names>JGM</given-names>
</name>
<name>
<surname>Renaud</surname>
<given-names>LR</given-names>
</name>
<name>
<surname>Huysmans</surname>
<given-names>MA</given-names>
</name>
<name>
<surname>van Nassau</surname>
<given-names>F</given-names>
</name>
<name>
<surname>van der Beek</surname>
<given-names>AJ</given-names>
</name>
<etal/>
</person-group> <article-title>Cost-effectiveness and return-on-investment of the dynamic work intervention compared with usual practice to reduce sedentary behavior</article-title>. <source>J Occup and Environ Med</source> (<year>2020</year>) <volume>62</volume>(<issue>8</issue>):<fpage>e449</fpage>&#x2013;<lpage>56</lpage>. <pub-id pub-id-type="doi">10.1097/JOM.0000000000001930</pub-id>
<pub-id pub-id-type="pmid">32541620</pub-id>
</mixed-citation>
</ref>
<ref id="B35">
<label>35.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cherniack</surname>
<given-names>M</given-names>
</name>
</person-group>. <article-title>Integrated health programs, health outcomes, and return on investment: measuring workplace health promotion and integrated program effectiveness</article-title>. <source>J Occup and Environ Med</source> (<year>2013</year>) <volume>55</volume>(<issue>12</issue>):<fpage>S38</fpage>&#x2013;<lpage>45</lpage>. <pub-id pub-id-type="doi">10.1097/JOM.0000000000000044</pub-id>
<pub-id pub-id-type="pmid">24284755</pub-id>
</mixed-citation>
</ref>
<ref id="B36">
<label>36.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Thonon</surname>
<given-names>F</given-names>
</name>
<name>
<surname>Godon-Rensonnet</surname>
<given-names>A-S</given-names>
</name>
<name>
<surname>Perozziello</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Garsi</surname>
<given-names>J-P</given-names>
</name>
<name>
<surname>Dab</surname>
<given-names>W</given-names>
</name>
<name>
<surname>Emsalem</surname>
<given-names>P</given-names>
</name>
</person-group>. <article-title>Return on investment of workplace-based prevention interventions: a systematic review</article-title>. <source>Eur J Public Health</source> (<year>2023</year>) <volume>33</volume>(<issue>4</issue>):<fpage>612</fpage>&#x2013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.1093/eurpub/ckad092</pub-id>
</mixed-citation>
</ref>
<ref id="B37">
<label>37.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Grant</surname>
<given-names>AM</given-names>
</name>
</person-group>. <article-title>ROI is a poor measure of coaching success: towards a more holistic App roach using a well-being and engagement framework</article-title>. <source>Coaching: An Int J Theor Res Pract</source> (<year>2012</year>) <volume>5</volume>:<fpage>74</fpage>&#x2013;<lpage>85</lpage>. <pub-id pub-id-type="doi">10.1080/17521882.2012.672438</pub-id>
</mixed-citation>
</ref>
<ref id="B38">
<label>38.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname>
<given-names>GG</given-names>
</name>
<name>
<surname>Dou</surname>
<given-names>Z</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>N</given-names>
</name>
</person-group>. <article-title>A systems approach to measuring return on investment for HRD intervent Ions</article-title>. <source>Hum Resource Develop Q</source> (<year>2002</year>) <volume>13</volume>(<issue>2</issue>):<fpage>203</fpage>&#x2013;<lpage>24</lpage>. <pub-id pub-id-type="doi">10.1002/hrdq.1024</pub-id>
</mixed-citation>
</ref>
<ref id="B39">
<label>39.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dadd</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Hinton</surname>
<given-names>M</given-names>
</name>
</person-group>. <article-title>Performance measurement and evaluation: applying return on investment (ROI) to human capital investments</article-title>. <source>Int J Productivity Perform Manage</source> (<year>2023</year>) <volume>72</volume>(<issue>9</issue>):<fpage>2736</fpage>&#x2013;<lpage>64</lpage>. <pub-id pub-id-type="doi">10.1108/IJPPM-10-2021-0573</pub-id>
</mixed-citation>
</ref>
<ref id="B40">
<label>40.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Opperman</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Liebig</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Bowling</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Susan Johnson</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Harper</surname>
<given-names>M</given-names>
</name>
</person-group>. <article-title>Measuring return on investment for professional development activities: a review of the evidence</article-title>. <source>J Nurses Prof Develop</source> (<year>2016</year>) <volume>32</volume>(<issue>3</issue>):<fpage>122</fpage>&#x2013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.1097/NND.0000000000000262</pub-id>
<pub-id pub-id-type="pmid">27187826</pub-id>
</mixed-citation>
</ref>
<ref id="B41">
<label>41.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Garrison</surname>
<given-names>E</given-names>
</name>
<name>
<surname>Beverage</surname>
<given-names>J</given-names>
</name>
</person-group>. <article-title>Implementing a process to measure return on investment for nursing professional development</article-title>. <source>J Nurses Prof Develop</source> (<year>2018</year>) <volume>34</volume>(<issue>1</issue>):<fpage>8</fpage>&#x2013;<lpage>11</lpage>. <pub-id pub-id-type="doi">10.1097/NND.0000000000000419</pub-id>
<pub-id pub-id-type="pmid">29298222</pub-id>
</mixed-citation>
</ref>
<ref id="B42">
<label>42.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hansen</surname>
<given-names>J</given-names>
</name>
</person-group>. <article-title>The financial case for nurse residency programs, Part 3</article-title>. <source>J Nurses Prof Develop</source> (<year>2015</year>) <volume>31</volume>(<issue>2</issue>):<fpage>116</fpage>&#x2013;<lpage>7</lpage>. <pub-id pub-id-type="doi">10.1097/NND.0000000000000150</pub-id>
</mixed-citation>
</ref>
<ref id="B43">
<label>43.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Palumbo</surname>
<given-names>MV</given-names>
</name>
<name>
<surname>Sikorski</surname>
<given-names>EA</given-names>
</name>
<name>
<surname>Liberty</surname>
<given-names>BC</given-names>
</name>
</person-group>. <article-title>Exploring the cost-effectiveness of unit-based health promotion activities for nurses</article-title>. <source>Workplace Health and Saf</source> (<year>2013</year>) <volume>61</volume>(<issue>12</issue>):<fpage>514</fpage>&#x2013;<lpage>20</lpage>. <pub-id pub-id-type="doi">10.1177/216507991306101203</pub-id>
</mixed-citation>
</ref>
<ref id="B44">
<label>44.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Virgillito</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Ledda</surname>
<given-names>C</given-names>
</name>
</person-group>. <article-title>AI-mediated participation and people sustainability: a socio-technical case study in healthcare shift scheduling</article-title>. <source>Systems</source> (<year>2026</year>) <volume>14</volume>(<issue>2</issue>):<fpage>168</fpage>. <pub-id pub-id-type="doi">10.3390/systems14020168</pub-id>
</mixed-citation>
</ref>
<ref id="B45">
<label>45.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dang</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Roberts</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Murray</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Neal</surname>
<given-names>W</given-names>
</name>
</person-group>. <article-title>A return-on-investment model using clinical and economic data related to safe patient handling and mobility programs in the ICU</article-title>. <source>Int J Ind Ergon</source> (<year>2022</year>) <volume>92</volume>(<issue>novembre</issue>):<fpage>103372</fpage>. <pub-id pub-id-type="doi">10.1016/j.ergon.2022.103372</pub-id>
</mixed-citation>
</ref>
<ref id="B46">
<label>46.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jeyaraman</surname>
<given-names>MM</given-names>
</name>
<name>
<surname>Qadar</surname>
<given-names>SMZ</given-names>
</name>
<name>
<surname>Wierzbowski</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Farshidfar</surname>
<given-names>F</given-names>
</name>
<name>
<surname>Lys</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Dickson</surname>
<given-names>G</given-names>
</name>
<etal/>
</person-group> <article-title>Return on investment in healthcare leadership development programs</article-title>. <source>Leadersh Health Serv</source> (<year>2018</year>) <volume>31</volume>(<issue>1</issue>):<fpage>77</fpage>&#x2013;<lpage>97</lpage>. <pub-id pub-id-type="doi">10.1108/LHS-02-2017-0005</pub-id>
<pub-id pub-id-type="pmid">29412095</pub-id>
</mixed-citation>
</ref>
<ref id="B47">
<label>47.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Opperman</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Liebig</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Bowling</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Johnson</surname>
<given-names>CS</given-names>
</name>
</person-group>. <article-title>Measuring return on investment for professional development activities: 2018 updates</article-title>. <source>J Nurses Prof Develop</source> (<year>2018</year>) <volume>34</volume>(<issue>6</issue>):<fpage>303</fpage>&#x2013;<lpage>12</lpage>. <pub-id pub-id-type="doi">10.1097/NND.0000000000000483</pub-id>
<pub-id pub-id-type="pmid">30048386</pub-id>
</mixed-citation>
</ref>
<ref id="B48">
<label>48.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Opperman</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Liebig</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Bowling</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Susan Johnson</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Stiesmeyer</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Miller</surname>
<given-names>S</given-names>
</name>
</person-group>. <article-title>Measuring return on investment for professional development activities: literature update and the ongoing challenge</article-title>. <source>J Nurses Prof Develop</source> (<year>2022</year>) <volume>38</volume>(<issue>6</issue>):<fpage>333</fpage>&#x2013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.1097/NND.0000000000000921</pub-id>
</mixed-citation>
</ref>
<ref id="B49">
<label>49.</label>
<mixed-citation publication-type="book">
<person-group person-group-type="author">
<name>
<surname>Drummond</surname>
<given-names>MF</given-names>
</name>
<name>
<surname>Sculpher</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Claxton</surname>
<given-names>K</given-names>
</name>
<name>
<surname>Stoddart</surname>
<given-names>GL</given-names>
</name>
<name>
<surname>Torrance</surname>
<given-names>GW</given-names>
</name>
</person-group>. <source>Methods for the Economic Evaluation of Health Care Programmes</source>. <edition>4th ed</edition>. <publisher-name>Oxford University Press</publisher-name> (<year>2015</year>).</mixed-citation>
</ref>
<ref id="B50">
<label>50.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Husereau</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Drummond</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Augustovski</surname>
<given-names>F</given-names>
</name>
<name>
<surname>de Bekker-Grob</surname>
<given-names>E</given-names>
</name>
<name>
<surname>Briggs</surname>
<given-names>AH</given-names>
</name>
<name>
<surname>Carswell</surname>
<given-names>C</given-names>
</name>
<etal/>
</person-group> <article-title>Consolidated health economic evaluation reporting standards (CHEERS) 2022 explanation and elaboration: a report of the ISPOR CHEERS II good practices task force</article-title>. <source>Value in Health</source> (<year>2022</year>) <volume>25</volume>(<issue>1</issue>):<fpage>10</fpage>&#x2013;<lpage>31</lpage>. <pub-id pub-id-type="doi">10.1016/j.jval.2021.10.008</pub-id>
</mixed-citation>
</ref>
<ref id="B51">
<label>51.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Turner</surname>
<given-names>HC</given-names>
</name>
<name>
<surname>Hori</surname>
<given-names>Y</given-names>
</name>
<name>
<surname>Revill</surname>
<given-names>P</given-names>
</name>
<name>
<surname>Rattanavipapong</surname>
<given-names>W</given-names>
</name>
<name>
<surname>Arai</surname>
<given-names>K</given-names>
</name>
<name>
<surname>Nonvignon</surname>
<given-names>J</given-names>
</name>
<etal/>
</person-group> <article-title>Analyses of the return on investment of public health interventions: a scoping review and recommendations for future studies</article-title>. <source>BMJ Glob Health</source> (<year>2023</year>) <volume>8</volume>(<issue>8</issue>):<fpage>e012798</fpage>. <pub-id pub-id-type="doi">10.1136/bmjgh-2023-012798</pub-id>
</mixed-citation>
</ref>
<ref id="B52">
<label>52.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Thusini</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Milenova</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Nahabedian</surname>
<given-names>N</given-names>
</name>
<name>
<surname>Grey</surname>
<given-names>B</given-names>
</name>
<name>
<surname>Soukup</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Chua</surname>
<given-names>KC</given-names>
</name>
<etal/>
</person-group> <article-title>The development of the concept of return-on-investment from large-scale quality improvement programmes in healthcare: an integrative systematic literature review</article-title>. <source>BMC Health Serv Res</source> (<year>2022</year>) <volume>22</volume>(<issue>1</issue>):<fpage>1492</fpage>. <pub-id pub-id-type="doi">10.1186/s12913-022-08832-3</pub-id>
</mixed-citation>
</ref>
<ref id="B53">
<label>53.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Moher</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Liberati</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Tetzlaff</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Altman</surname>
<given-names>DG</given-names>
</name>
</person-group>
<collab>PRISMA Group</collab>. <article-title>Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement</article-title>. <source>PLoS Med</source> (<year>2009</year>) <volume>6</volume>(<issue>7</issue>):<fpage>e1000097</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pmed.1000097</pub-id>
</mixed-citation>
</ref>
<ref id="B54">
<label>54.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Page</surname>
<given-names>MJ</given-names>
</name>
<name>
<surname>McKenzie</surname>
<given-names>JE</given-names>
</name>
<name>
<surname>Bossuyt</surname>
<given-names>PM</given-names>
</name>
<name>
<surname>Boutron</surname>
<given-names>I</given-names>
</name>
<name>
<surname>Hoffmann</surname>
<given-names>TC</given-names>
</name>
<name>
<surname>Mulrow</surname>
<given-names>CD</given-names>
</name>
<etal/>
</person-group> <article-title>The PRISMA 2020 statement: an updated guideline for reporting systematic reviews</article-title>. <source>BMJ, Marzo</source> (<year>2021</year>) <volume>29</volume>:<fpage>n71</fpage>. <pub-id pub-id-type="doi">10.1136/bmj.n71</pub-id>
</mixed-citation>
</ref>
<ref id="B55">
<label>55.</label>
<mixed-citation publication-type="web">
<collab>rayyan</collab>. <article-title>Agosto 7</article-title> (<year>2024</year>). <comment>Available online at: <ext-link ext-link-type="uri" xlink:href="https://www.rayyan.ai/">https://www.rayyan.ai/</ext-link> (Accessed July 01, 2026).</comment>
</mixed-citation>
</ref>
<ref id="B56">
<label>56.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Briscoe</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Bethel</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Rogers</surname>
<given-names>M</given-names>
</name>
</person-group>. <article-title>Conduct and reporting of citation searching in cochrane systematic reviews: a cross&#x2010;sectional study</article-title>. <source>Res Synth Methods</source> (<year>2020</year>) <volume>11</volume>(<issue>2</issue>):<fpage>169</fpage>&#x2013;<lpage>80</lpage>. <pub-id pub-id-type="doi">10.1002/jrsm.1355</pub-id>
<pub-id pub-id-type="pmid">31127978</pub-id>
</mixed-citation>
</ref>
<ref id="B57">
<label>57.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Husereau</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Drummond</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Petrou</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Carswell</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Moher</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Greenberg</surname>
<given-names>D</given-names>
</name>
<etal/>
</person-group> <article-title>Consolidated health economic evaluation reporting standards (CHEERS) statement</article-title>. <source>Int J Technol Assess Health Care</source> (<year>2013</year>) <volume>29</volume>(<issue>2</issue>):<fpage>117</fpage>&#x2013;<lpage>22</lpage>. <pub-id pub-id-type="doi">10.1017/S0266462313000160</pub-id>
</mixed-citation>
</ref>
<ref id="B58">
<label>58.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Adarkwah</surname>
<given-names>CC</given-names>
</name>
<name>
<surname>Van Gils</surname>
<given-names>PF</given-names>
</name>
<name>
<surname>Hiligsmann</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Evers</surname>
<given-names>SMAA</given-names>
</name>
</person-group>. <article-title>Risk of bias in model-based economic evaluations: the ECOBIAS checklist</article-title>. <source>Expert Rev Pharmacoeconomics and Outcomes Res</source> (<year>2016</year>) <volume>16</volume>(<issue>4</issue>):<fpage>513</fpage>&#x2013;<lpage>23</lpage>. <pub-id pub-id-type="doi">10.1586/14737167.2015.1103185</pub-id>
<pub-id pub-id-type="pmid">26588001</pub-id>
</mixed-citation>
</ref>
<ref id="B59">
<label>59.</label>
<mixed-citation publication-type="book">
<collab>Organisation mondiale de la sant&#xe9;</collab>. <source>
<italic>Working Together for Health: The World Health Report 2006</italic>. The World Health Report 2006</source>. <publisher-name>Cambridge: World health organization</publisher-name> (<year>2006</year>).</mixed-citation>
</ref>
<ref id="B60">
<label>60.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Maciosek</surname>
<given-names>MV</given-names>
</name>
<name>
<surname>Coffield</surname>
<given-names>AB</given-names>
</name>
<name>
<surname>Flottemesch</surname>
<given-names>TJ</given-names>
</name>
<name>
<surname>Edwards</surname>
<given-names>NM</given-names>
</name>
<name>
<surname>Solberg</surname>
<given-names>LI</given-names>
</name>
</person-group>. <article-title>Greater use of preventive services in U.S. Health care could Save Lives at little or No cost</article-title>. <source>Health Aff</source> (<year>2010</year>) <volume>29</volume>(<issue>9</issue>):<fpage>1656</fpage>&#x2013;<lpage>60</lpage>. <pub-id pub-id-type="doi">10.1377/hlthaff.2008.0701</pub-id>
<pub-id pub-id-type="pmid">20820022</pub-id>
</mixed-citation>
</ref>
<ref id="B61">
<label>61.</label>
<mixed-citation publication-type="book">
<person-group person-group-type="author">
<name>
<surname>Leka</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Jain</surname>
<given-names>A</given-names>
</name>
</person-group>
<collab>World Health Organization</collab>. <article-title>Health impact of psychosocial hazards at work: an overview</article-title>. In: <source>Polish Version Was Published by the Association for Occupational Health in Poland. (Geneva)</source> (<year>2010</year>). p. <fpage>126</fpage>.</mixed-citation>
</ref>
<ref id="B62">
<label>62.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Emery</surname>
<given-names>JC</given-names>
</name>
<name>
<surname>Crutcher</surname>
<given-names>RA</given-names>
</name>
<name>
<surname>Harrison</surname>
<given-names>AC</given-names>
</name>
<name>
<surname>Wright</surname>
<given-names>H</given-names>
</name>
</person-group>. <article-title>Social rates of return to investment in skills assessment and residency training of international medical graduates in Alberta</article-title>. <source>Health Policy (Amsterdam, Netherlands) (Ireland)</source> (<year>2006</year>) <volume>79</volume>(<issue>2</issue>):<fpage>165</fpage>&#x2013;<lpage>74</lpage>. <pub-id pub-id-type="doi">10.1016/j.healthpol.2005.12.008</pub-id>
<pub-id pub-id-type="pmid">16412528</pub-id>
</mixed-citation>
</ref>
<ref id="B63">
<label>63.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Paller</surname>
<given-names>MS</given-names>
</name>
<name>
<surname>Cerra</surname>
<given-names>FB</given-names>
</name>
</person-group>. <article-title>Investing in research: the impact of one academic health center&#x2019;s research grant program</article-title>. <source>Acad Med</source> (<year>2006</year>) <volume>81</volume>(<issue>6</issue>):<fpage>520</fpage>&#x2013;<lpage>6</lpage>. <pub-id pub-id-type="doi">10.1097/01.ACM.0000225214.22831.26</pub-id>
<pub-id pub-id-type="pmid">16728799</pub-id>
</mixed-citation>
</ref>
<ref id="B64">
<label>64.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Whitley</surname>
<given-names>EM</given-names>
</name>
<name>
<surname>Everhart</surname>
<given-names>RM</given-names>
</name>
<name>
<surname>Wright</surname>
<given-names>RA</given-names>
</name>
</person-group>. <article-title>Measuring return on investment of outreach by community health workers</article-title>. <source>J of Health Care for Poor and Underserved (United States)</source> (<year>2006</year>) <volume>17</volume>(<issue>1</issue>):<fpage>6</fpage>&#x2013;<lpage>15</lpage>. <pub-id pub-id-type="doi">10.1353/hpu.2006.0015</pub-id>
<pub-id pub-id-type="pmid">16520499</pub-id>
</mixed-citation>
</ref>
<ref id="B65">
<label>65.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Muula</surname>
<given-names>ASe</given-names>
</name>
<name>
<surname>Panulo</surname>
<given-names>B</given-names>
<suffix>Jr</suffix>
</name>
</person-group>. <article-title>Lost investment returns from the migration of medical doctors from Malawi</article-title>. <source>Tanzania Health Res Bull (Tanzania)</source> (<year>2007</year>) <volume>9</volume>(<issue>1</issue>):<fpage>61</fpage>&#x2013;<lpage>4</lpage>. <pub-id pub-id-type="doi">10.4314/thrb.v9i1.14295</pub-id>
<pub-id pub-id-type="pmid">17547104</pub-id>
</mixed-citation>
</ref>
<ref id="B66">
<label>66.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cronin</surname>
<given-names>WA</given-names>
</name>
<name>
<surname>Morgan</surname>
<given-names>JA</given-names>
</name>
<name>
<surname>Weeks</surname>
<given-names>WB</given-names>
</name>
</person-group>. <article-title>The cost of pursuing a medical career in the military: a tale of five specialties</article-title>. <source>Acad Med</source> (<year>2010</year>) <volume>85</volume>(<issue>8</issue>):<fpage>1316</fpage>&#x2013;<lpage>20</lpage>. <pub-id pub-id-type="doi">10.1097/ACM.0b013e3181e5d6b8</pub-id>
<pub-id pub-id-type="pmid">20671458</pub-id>
</mixed-citation>
</ref>
<ref id="B67">
<label>67.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pasek</surname>
<given-names>PA</given-names>
</name>
<name>
<surname>Stephens</surname>
<given-names>C</given-names>
</name>
</person-group>. <article-title>Return on investment of a pharmacy residency training program</article-title>. <source>Am J of Health-System Pharm</source> (<year>2010</year>) <volume>67</volume>(<issue>22</issue>):<fpage>1952</fpage>&#x2013;<lpage>7</lpage>. <pub-id pub-id-type="doi">10.2146/ajhp090541</pub-id>
<pub-id pub-id-type="pmid">21048213</pub-id>
</mixed-citation>
</ref>
<ref id="B68">
<label>68.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mills</surname>
<given-names>EJ</given-names>
</name>
<name>
<surname>Kanters</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Hagopian</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Bansback</surname>
<given-names>N</given-names>
</name>
<name>
<surname>Nachega</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Alberton</surname>
<given-names>M</given-names>
</name>
<etal/>
</person-group> <article-title>The financial cost of doctors Emigrating from sub-Saharan Africa: human capital analysis</article-title>. <source>BMJ (Clinical Res Ed.) (England)</source> (<year>2011</year>) <volume>343</volume>:<fpage>d7031</fpage>. <pub-id pub-id-type="doi">10.1136/bmj.d7031</pub-id>
<pub-id pub-id-type="pmid">22117056</pub-id>
</mixed-citation>
</ref>
<ref id="B69">
<label>69.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>van Dongen</surname>
<given-names>JM</given-names>
</name>
<name>
<surname>Strijk</surname>
<given-names>JE</given-names>
</name>
<name>
<surname>Proper</surname>
<given-names>KI</given-names>
</name>
<name>
<surname>van Wier</surname>
<given-names>MF</given-names>
</name>
<name>
<surname>van Mechelen</surname>
<given-names>W</given-names>
</name>
<name>
<surname>van Tulder</surname>
<given-names>MW</given-names>
</name>
<etal/>
</person-group> <article-title>A cost-effectiveness and return-on-investment analysis of a worksite vitality intervention among older hospital workers: results of a randomized controlled trial</article-title>. <source>J of Occup and Environ Med (United States)</source> (<year>2013</year>) <volume>55</volume>(<issue>3</issue>):<fpage>337</fpage>&#x2013;<lpage>46</lpage>. <pub-id pub-id-type="doi">10.1097/JOM.0b013e31827b738e</pub-id>
<pub-id pub-id-type="pmid">23439274</pub-id>
</mixed-citation>
</ref>
<ref id="B70">
<label>70.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Vermeulen</surname>
<given-names>SJ</given-names>
</name>
<name>
<surname>Heymans</surname>
<given-names>MW</given-names>
</name>
<name>
<surname>Anema</surname>
<given-names>JR</given-names>
</name>
<name>
<surname>Schellart</surname>
<given-names>AJM</given-names>
</name>
<name>
<surname>van Mechelen</surname>
<given-names>W</given-names>
</name>
<name>
<surname>van der Beek</surname>
<given-names>AJ</given-names>
</name>
</person-group>. <article-title>Economic evaluation of a participatory return-to-work intervention for temporary agency and unemployed workers sick-listed due to musculoskeletal disorders</article-title>. <source>Scand J Work, Environ Health</source> (<year>2013</year>) <volume>39</volume>(<issue>1</issue>):<fpage>46</fpage>&#x2013;<lpage>56</lpage>. <pub-id pub-id-type="doi">10.5271/sjweh.3314</pub-id>
<pub-id pub-id-type="pmid">22854773</pub-id>
</mixed-citation>
</ref>
<ref id="B71">
<label>71.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Noben</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Evers</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Nieuwenhuijsen</surname>
<given-names>K</given-names>
</name>
<name>
<surname>Ketelaar</surname>
<given-names>S</given-names>
</name>
<name>
<surname>G&#xe4;rtner</surname>
<given-names>F</given-names>
</name>
<name>
<surname>Sluiter</surname>
<given-names>J</given-names>
</name>
<etal/>
</person-group> <article-title>Protecting and promoting mental health of nurses in the hospital setting: is it cost-effective from an employer&#x2019;s perspective?</article-title> <source>Int J of Occup Med and Environ Health (Poland)</source> (<year>2015</year>) <volume>28</volume>(<issue>5</issue>):<fpage>891</fpage>&#x2013;<lpage>900</lpage>. <pub-id pub-id-type="doi">10.13075/ijomeh.1896.00465</pub-id>
<pub-id pub-id-type="pmid">26224500</pub-id>
</mixed-citation>
</ref>
<ref id="B72">
<label>72.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tariq</surname>
<given-names>L</given-names>
</name>
<name>
<surname>Mangen</surname>
<given-names>M-JJ</given-names>
</name>
<name>
<surname>H&#xf6;vels</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Frijstein</surname>
<given-names>G</given-names>
</name>
<name>
<surname>Boer</surname>
<given-names>Hde</given-names>
</name>
</person-group>. <article-title>Modelling the return on investment of preventively vaccinating healthcare workers against pertussis</article-title>. <source>BMC Infect Dis</source> (<year>2015</year>) <volume>15</volume>(<issue>1</issue>):<fpage>75</fpage>. <pub-id pub-id-type="doi">10.1186/s12879-015-0800-8</pub-id>
<pub-id pub-id-type="pmid">25879422</pub-id>
</mixed-citation>
</ref>
<ref id="B73">
<label>73.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chisholm-Burns</surname>
<given-names>MA</given-names>
</name>
<name>
<surname>Gatwood</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Spivey</surname>
<given-names>CA</given-names>
</name>
<name>
<surname>Dickey</surname>
<given-names>SE</given-names>
</name>
</person-group>. <article-title>Break-even income analysis of pharmacy graduates compared to high school and college graduates</article-title>. <source>Am J of Pharm Educ (United States)</source> (<year>2016</year>) <volume>80</volume>(<issue>3</issue>):<fpage>44</fpage>. <pub-id pub-id-type="doi">10.5688/ajpe80344</pub-id>
<pub-id pub-id-type="pmid">27170815</pub-id>
</mixed-citation>
</ref>
<ref id="B74">
<label>74.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fox</surname>
<given-names>N</given-names>
</name>
<name>
<surname>Swierczynski</surname>
<given-names>P</given-names>
</name>
<name>
<surname>Willcutt</surname>
<given-names>R</given-names>
</name>
<name>
<surname>Elberfeld</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Mazzarelli</surname>
<given-names>AJ</given-names>
</name>
</person-group>. <article-title>Lost in translation: focused documentation improvement benefits trauma surgeons</article-title>. <source>Injury (Netherlands)</source> (<year>2016</year>) <volume>47</volume>(<issue>9</issue>):<fpage>1919</fpage>&#x2013;<lpage>23</lpage>. <pub-id pub-id-type="doi">10.1016/j.injury.2016.04.035</pub-id>
<pub-id pub-id-type="pmid">27156039</pub-id>
</mixed-citation>
</ref>
<ref id="B75">
<label>75.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Craig</surname>
<given-names>CK</given-names>
</name>
<name>
<surname>Holmes</surname>
<given-names>JH</given-names>
</name>
<name>
<surname>Carter</surname>
<given-names>JE</given-names>
</name>
</person-group>. <article-title>Return on investment of advanced practice medical degrees: NPs vs. PAs</article-title>. <source>JAAPA</source> (<year>2017</year>) <volume>30</volume>(<issue>6</issue>):<fpage>35</fpage>&#x2013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.1097/01.JAA.0000516349.73631.c2</pub-id>
<pub-id pub-id-type="pmid">28538427</pub-id>
</mixed-citation>
</ref>
<ref id="B76">
<label>76.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Segal</surname>
<given-names>L</given-names>
</name>
<name>
<surname>Marsh</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Heyes</surname>
<given-names>R</given-names>
</name>
</person-group>. <article-title>The real cost of training health professionals in Australia: it costs as much to build a dietician workforce as a dental workforce</article-title>. <source>J of Health Serv Res and Policy (England)</source> (<year>2017</year>) <volume>22</volume>(<issue>2</issue>):<fpage>91</fpage>&#x2013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.1177/1355819616668202</pub-id>
<pub-id pub-id-type="pmid">28429975</pub-id>
</mixed-citation>
</ref>
<ref id="B77">
<label>77.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>McCormick</surname>
<given-names>BJ</given-names>
</name>
<name>
<surname>Deal</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Borawski</surname>
<given-names>KM</given-names>
</name>
<name>
<surname>Raynor</surname>
<given-names>MC</given-names>
</name>
<name>
<surname>Viprakasit</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Wallen</surname>
<given-names>EM</given-names>
</name>
<etal/>
</person-group> <article-title>Implementation of medical scribes in an academic urology practice: an analysis of productivity, revenue, and satisfaction</article-title>. <source>World J of Urol (Germany)</source> (<year>2018</year>) <volume>36</volume>(<issue>10</issue>):<fpage>1691</fpage>&#x2013;<lpage>7</lpage>. <pub-id pub-id-type="doi">10.1007/s00345-018-2293-8</pub-id>
<pub-id pub-id-type="pmid">29637266</pub-id>
</mixed-citation>
</ref>
<ref id="B78">
<label>78.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Camisa</surname>
<given-names>V</given-names>
</name>
<name>
<surname>Gilardi</surname>
<given-names>F</given-names>
</name>
<name>
<surname>Di Brino</surname>
<given-names>E</given-names>
</name>
<name>
<surname>Santoro</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Vinci</surname>
<given-names>MR</given-names>
</name>
<name>
<surname>Sannino</surname>
<given-names>S</given-names>
</name>
<etal/>
</person-group> <article-title>Return on investment (ROI) and development of a workplace disability management program in a hospital&#x2014;a pilot evaluation study</article-title>. <source>Int J Environ Res Public Health</source> (<year>2020</year>) <volume>17</volume>(<issue>21</issue>):<fpage>1</fpage>&#x2013;<lpage>16</lpage>. <pub-id pub-id-type="doi">10.3390/ijerph17218084</pub-id>
<pub-id pub-id-type="pmid">33147861</pub-id>
</mixed-citation>
</ref>
<ref id="B79">
<label>79.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>MacGregor</surname>
<given-names>RG</given-names>
</name>
<name>
<surname>Zihindula</surname>
<given-names>G</given-names>
</name>
<name>
<surname>Chola</surname>
<given-names>L</given-names>
</name>
<name>
<surname>Ross</surname>
<given-names>AJ</given-names>
</name>
</person-group>. <article-title>The training of healthcare professionals: an expense or an investment?</article-title> <source>South Afr Med J</source> (<year>2020</year>) <volume>110</volume>(<issue>5</issue>):<fpage>369</fpage>&#x2013;<lpage>73</lpage>. <pub-id pub-id-type="doi">10.7196/SAMJ.2020.v110i5.14221</pub-id>
<pub-id pub-id-type="pmid">32657719</pub-id>
</mixed-citation>
</ref>
<ref id="B80">
<label>80.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Risko</surname>
<given-names>N</given-names>
</name>
<name>
<surname>Werner</surname>
<given-names>K</given-names>
</name>
<name>
<surname>Offorjebe</surname>
<given-names>OA</given-names>
</name>
<name>
<surname>Vecino-Ortiz</surname>
<given-names>AI</given-names>
</name>
<name>
<surname>Wallis</surname>
<given-names>LA</given-names>
</name>
<name>
<surname>Razzak</surname>
<given-names>J</given-names>
</name>
</person-group>. <article-title>Cost-effectiveness and return on investment of protecting health workers in low- and middle-income countries during the COVID-19 pandemic</article-title>. <source>PloS One (United States)</source> (<year>2020</year>) <volume>15</volume>(<issue>10</issue>):<fpage>e0240503</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pone.0240503</pub-id>
<pub-id pub-id-type="pmid">33035244</pub-id>
</mixed-citation>
</ref>
<ref id="B81">
<label>81.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wijnen</surname>
<given-names>BFM</given-names>
</name>
<name>
<surname>Lokkerbol</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Boot</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Havermans</surname>
<given-names>BM</given-names>
</name>
<name>
<surname>van der Beek</surname>
<given-names>AJ</given-names>
</name>
<name>
<surname>Smit</surname>
<given-names>F</given-names>
</name>
</person-group>. <article-title>Implementing interventions to reduce work-related stress among health-care workers: an investment appraisal from the Employer&#x2019;s perspective</article-title>. <source>Int Arch of Occup and Environ Health (Germany)</source> (<year>2020</year>) <volume>93</volume>(<issue>1</issue>):<fpage>123</fpage>&#x2013;<lpage>32</lpage>. <pub-id pub-id-type="doi">10.1007/s00420-019-01471-y</pub-id>
<pub-id pub-id-type="pmid">31451925</pub-id>
</mixed-citation>
</ref>
<ref id="B82">
<label>82.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dalmasso</surname>
<given-names>G</given-names>
</name>
<name>
<surname>Di Prinzio</surname>
<given-names>RR</given-names>
</name>
<name>
<surname>Gilardi</surname>
<given-names>F</given-names>
</name>
<name>
<surname>De Falco</surname>
<given-names>F</given-names>
</name>
<name>
<surname>Vinci</surname>
<given-names>MR</given-names>
</name>
<name>
<surname>Camisa</surname>
<given-names>V</given-names>
</name>
<etal/>
</person-group> <article-title>Effectiveness of psychological support to healthcare workers by the occupational health service: a pilot experience</article-title>. <source>Healthcare (Switzerland)</source> (<year>2021</year>) <volume>9</volume>(<issue>6</issue>):<fpage>732</fpage>. <pub-id pub-id-type="doi">10.3390/healthcare9060732</pub-id>
</mixed-citation>
</ref>
<ref id="B83">
<label>83.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kazungu</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Kenneth</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Werner</surname>
<given-names>K</given-names>
</name>
<name>
<surname>Nicholas</surname>
<given-names>R</given-names>
</name>
<name>
<surname>Vecino-Ortiz</surname>
<given-names>AI</given-names>
</name>
<name>
<surname>Vincent</surname>
<given-names>W</given-names>
</name>
</person-group>. <article-title>Examining the cost-effectiveness of personal protective equipment for formal healthcare workers in Kenya during the COVID-19 pandemic</article-title>. <source>BMC Health Serv Res</source> (<year>2021</year>) <volume>21</volume>(<issue>1</issue>):<fpage>992</fpage>. <pub-id pub-id-type="doi">10.1186/s12913-021-07015-w</pub-id>
</mixed-citation>
</ref>
<ref id="B84">
<label>84.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ortega-Sanchez</surname>
<given-names>IR</given-names>
</name>
<name>
<surname>Mott</surname>
<given-names>JA</given-names>
</name>
<name>
<surname>Kittikraisak</surname>
<given-names>W</given-names>
</name>
<name>
<surname>Khanthamaly</surname>
<given-names>V</given-names>
</name>
<name>
<surname>McCarron</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Keokhonenang</surname>
<given-names>S</given-names>
</name>
<etal/>
</person-group> <article-title>Cost-effectiveness of seasonal influenza vaccination in pregnant women, healthcare workers and adults &#x3e;&#x3d; 60 Years of age in Lao people&#x2019;s democratic Republic</article-title>. <source>Vaccine (Netherlands)</source> (<year>2021</year>) <volume>39</volume>(<issue>52</issue>):<fpage>7633</fpage>&#x2013;<lpage>45</lpage>. <pub-id pub-id-type="doi">10.1016/j.vaccine.2021.11.011</pub-id>
</mixed-citation>
</ref>
<ref id="B85">
<label>85.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nurchis</surname>
<given-names>MC</given-names>
</name>
<name>
<surname>Lontano</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Pascucci</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Sapienza</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Marziali</surname>
<given-names>E</given-names>
</name>
<name>
<surname>Castrini</surname>
<given-names>F</given-names>
</name>
<etal/>
</person-group> <article-title>COVID-19 vaccination campaign among the health workers of Fondazione Policlinico Universitario Agostino Gemelli IRCCS: a cost&#x2013;benefit analysis</article-title>. <source>Int J Environ Res Public Health</source> (<year>2022</year>) <volume>19</volume>(<issue>13</issue>):<fpage>7848</fpage>. <pub-id pub-id-type="doi">10.3390/ijerph19137848</pub-id>
</mixed-citation>
</ref>
<ref id="B86">
<label>86.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Prinzio</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Rosa</surname>
<given-names>R</given-names>
</name>
<name>
<surname>Bondanini</surname>
<given-names>G</given-names>
</name>
<name>
<surname>Falco</surname>
<given-names>FDE</given-names>
</name>
<name>
<surname>Camisa</surname>
<given-names>V</given-names>
</name>
<name>
<surname>Santoro</surname>
<given-names>A</given-names>
</name>
<etal/>
</person-group> <article-title>Feasibility of a stop smoking program for healthcare workers in an Italian hospital: econometric analysis in a total worker Health&#xae; approach</article-title>. <source>Ann Glob Health</source> (<year>2023</year>) <volume>89</volume>(<issue>1</issue>):<fpage>56</fpage>. <pub-id pub-id-type="doi">10.5334/aogh.4153</pub-id>
</mixed-citation>
</ref>
<ref id="B87">
<label>87.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Erickson</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Yee</surname>
<given-names>AM</given-names>
</name>
<name>
<surname>Krauter</surname>
<given-names>R</given-names>
</name>
<name>
<surname>Hoffmann</surname>
<given-names>T</given-names>
</name>
</person-group>. <article-title>The impact of a structured onboarding program for newly hired nurse practitioners and physician assistants</article-title>. <source>J of Am Assoc of Nurse Pract (United States)</source> (<year>2023</year>) <volume>35</volume>(<issue>4</issue>):<fpage>265</fpage>&#x2013;<lpage>71</lpage>. <pub-id pub-id-type="doi">10.1097/JXX.0000000000000847</pub-id>
</mixed-citation>
</ref>
<ref id="B88">
<label>88.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Javeed</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Pugazenthi</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Huguenard</surname>
<given-names>AL</given-names>
</name>
<name>
<surname>Haid</surname>
<given-names>RW</given-names>
</name>
<name>
<surname>Groff</surname>
<given-names>MW</given-names>
</name>
<name>
<surname>Limbrick</surname>
<given-names>DD</given-names>
</name>
<etal/>
</person-group> <article-title>Impact of Neurosurgery research and education foundation awards on subsequent grant funding and career outcomes of neurosurgeon-scientists</article-title>. <source>J of Neurosurg (United States)</source> (<year>2023</year>) <volume>139</volume>(<issue>1</issue>):<fpage>255</fpage>&#x2013;<lpage>65</lpage>. <pub-id pub-id-type="doi">10.3171/2022.11.JNS221391</pub-id>
</mixed-citation>
</ref>
<ref id="B89">
<label>89.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Olutoye</surname>
<given-names>OO</given-names>
</name>
<name>
<surname>Lee</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Degala</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Mueller</surname>
<given-names>JL</given-names>
</name>
<name>
<surname>Goldstein</surname>
<given-names>AM</given-names>
</name>
<name>
<surname>Keswani</surname>
<given-names>SG</given-names>
</name>
<etal/>
</person-group> <article-title>Association for academic surgery/society of university surgeons research awards are highly successful in fostering future surgeon-scientists</article-title>. <source>Surgery (United States)</source> (<year>2023</year>) <volume>174</volume>(<issue>2</issue>):<fpage>209</fpage>&#x2013;<lpage>13</lpage>. <pub-id pub-id-type="doi">10.1016/j.surg.2023.04.040</pub-id>
</mixed-citation>
</ref>
<ref id="B90">
<label>90.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Maltezou</surname>
<given-names>HC</given-names>
</name>
<name>
<surname>Ledda</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Sipsas</surname>
<given-names>NV</given-names>
</name>
</person-group>. <article-title>Absenteeism of healthcare personnel in the COVID-19 Era: a systematic review of the literature and implications for the post-pandemic seasons</article-title>. <source>Healthcare (Switzerland)</source> (<year>2023</year>) <volume>11</volume>(<issue>22</issue>):<fpage>2950</fpage>. <pub-id pub-id-type="doi">10.3390/healthcare11222950</pub-id>
</mixed-citation>
</ref>
<ref id="B91">
<label>91.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Virgillito</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Catalfo</surname>
<given-names>P</given-names>
</name>
<name>
<surname>Ledda</surname>
<given-names>C</given-names>
</name>
</person-group>. <article-title>Wearables in healthcare organizations: implications for occupational health, organizational performance, and economic outcomes</article-title>. <source>Healthcare</source> (<year>2025</year>) <volume>13</volume>(<issue>18</issue>):<fpage>2289</fpage>. <pub-id pub-id-type="doi">10.3390/healthcare13182289</pub-id>
<pub-id pub-id-type="pmid">41008421</pub-id>
</mixed-citation>
</ref>
<ref id="B92">
<label>92.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Meyer</surname>
<given-names>R</given-names>
</name>
<name>
<surname>Degoulet</surname>
<given-names>P</given-names>
</name>
</person-group>. <article-title>Assessing the capital efficiency of healthcare information technologies investments: an econometric perspective</article-title>. <source>Yearb Med Inform</source> (<year>2008</year>) <volume>17</volume>(<issue>01</issue>):<fpage>114</fpage>&#x2013;<lpage>27</lpage>. <pub-id pub-id-type="doi">10.1055/s-0038-1638591</pub-id>
<pub-id pub-id-type="pmid">18660886</pub-id>
</mixed-citation>
</ref>
<ref id="B93">
<label>93.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Luce</surname>
<given-names>BR</given-names>
</name>
<name>
<surname>Josephine</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Sloan</surname>
<given-names>FA</given-names>
</name>
<name>
<surname>Ostermann</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Paramore</surname>
<given-names>LC</given-names>
</name>
</person-group>. <article-title>The return on investment in health care: from 1980 to 2000</article-title>. <source>Value in Health</source> (<year>2006</year>) <volume>9</volume>(<issue>3</issue>):<fpage>146</fpage>&#x2013;<lpage>56</lpage>. <pub-id pub-id-type="doi">10.1111/j.1524-4733.2006.00095.x</pub-id>
<pub-id pub-id-type="pmid">16689708</pub-id>
</mixed-citation>
</ref>
<ref id="B94">
<label>94.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Crawley-Stout</surname>
<given-names>LA</given-names>
</name>
<name>
<surname>Ward</surname>
<given-names>KA</given-names>
</name>
<name>
<surname>See</surname>
<given-names>CH</given-names>
</name>
<name>
<surname>Randolph</surname>
<given-names>G</given-names>
</name>
</person-group>. <article-title>Lessons learned from measuring return on investment in public health quality improvement initiatives</article-title>. <source>J Public Health Manage Pract</source> (<year>2016</year>) <volume>22</volume>(<issue>2</issue>):<fpage>E28</fpage>&#x2013;<lpage>37</lpage>. <pub-id pub-id-type="doi">10.1097/PHH.0000000000000229</pub-id>
<pub-id pub-id-type="pmid">25723876</pub-id>
</mixed-citation>
</ref>
<ref id="B95">
<label>95.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Oriol</surname>
<given-names>NE</given-names>
</name>
<name>
<surname>Cote</surname>
<given-names>PJ</given-names>
</name>
<name>
<surname>Vavasis</surname>
<given-names>AP</given-names>
</name>
<name>
<surname>Bennet</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Delorenzo</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Blanc</surname>
<given-names>P</given-names>
</name>
<etal/>
</person-group> <article-title>Calculating the return on investment of mobile healthcare</article-title>. <source>BMC Med</source> (<year>2009</year>) <volume>7</volume>(<issue>1</issue>):<fpage>27</fpage>. <pub-id pub-id-type="doi">10.1186/1741-7015-7-27</pub-id>
<pub-id pub-id-type="pmid">19490605</pub-id>
</mixed-citation>
</ref>
<ref id="B96">
<label>96.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kletter</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Harris</surname>
<given-names>B</given-names>
</name>
<name>
<surname>Brown</surname>
<given-names>C</given-names>
</name>
</person-group>. <article-title>Outcomes, mechanisms and contextual factors of positive psychology interventions for health workers: a systematic review of global evidence</article-title>. <source>Hum Resour Health</source> (<year>2021</year>) <volume>19</volume>(<issue>1</issue>):<fpage>24</fpage>. <pub-id pub-id-type="doi">10.1186/s12960-021-00564-5</pub-id>
<pub-id pub-id-type="pmid">33639979</pub-id>
</mixed-citation>
</ref>
<ref id="B97">
<label>97.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Furu</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Furu Aalto</surname>
<given-names>P</given-names>
</name>
<name>
<surname>N&#xe4;sman</surname>
<given-names>M</given-names>
</name>
<name>
<surname>N&#xe4;sman</surname>
<given-names>O</given-names>
</name>
<name>
<surname>Simola-Str&#xf6;m</surname>
<given-names>S</given-names>
</name>
</person-group>. <article-title>O-312 a well-being at work intervention in health care - a four-year follow-up study</article-title>. <source>Occup Med</source> (<year>2024</year>) <volume>74</volume>(<issue>Suppl. ment_1</issue>):<fpage>0</fpage>. <pub-id pub-id-type="doi">10.1093/occmed/kqae023.1206</pub-id>
</mixed-citation>
</ref>
<ref id="B98">
<label>98.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bourbonnais</surname>
<given-names>R</given-names>
</name>
<name>
<surname>Brisson</surname>
<given-names>C</given-names>
</name>
<name>
<surname>V&#xe9;zina</surname>
<given-names>M</given-names>
</name>
</person-group>. <article-title>Long-term effects of an intervention on psychosocial work factors among healthcare professionals in a hospital setting</article-title>. <source>Occup Environ Med</source> (<year>2011</year>) <volume>68</volume>(<issue>7</issue>):<fpage>479</fpage>&#x2013;<lpage>86</lpage>. <pub-id pub-id-type="doi">10.1136/oem.2010.055202</pub-id>
<pub-id pub-id-type="pmid">21098832</pub-id>
</mixed-citation>
</ref>
<ref id="B99">
<label>99.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Madden</surname>
<given-names>C</given-names>
</name>
<name>
<surname>O&#x2019;Malley</surname>
<given-names>R</given-names>
</name>
<name>
<surname>O&#x2019;Dowd</surname>
<given-names>E</given-names>
</name>
<name>
<surname>O&#x27;Connor</surname>
<given-names>P</given-names>
</name>
<name>
<surname>Lydon</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Gormly</surname>
<given-names>J</given-names>
</name>
<etal/>
</person-group> <article-title>What is the impact of healthcare innovation on measurable outcomes of healthcare organisation performance? A systematic review</article-title>. <source>BMJ Innov</source> (<year>2024</year>) <volume>10</volume>(<issue>1&#x2013;2</issue>):<fpage>13</fpage>&#x2013;<lpage>23</lpage>. <pub-id pub-id-type="doi">10.1136/bmjinnov-2023-001097</pub-id>
</mixed-citation>
</ref>
<ref id="B100">
<label>100.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Anderz&#xe9;n</surname>
<given-names>I</given-names>
</name>
<name>
<surname>Arnetz</surname>
<given-names>BB</given-names>
</name>
</person-group>. <article-title>The impact of a prospective survey-based workplace intervention program on employee health, biologic stress markers, and organizational productivity</article-title>. <source>J Occup Environ Med</source> (<year>2005</year>) <volume>47</volume>(<issue>7</issue>):<fpage>671</fpage>&#x2013;<lpage>82</lpage>. <pub-id pub-id-type="doi">10.1097/01.jom.0000167259.03247.1e</pub-id>
<pub-id pub-id-type="pmid">16010194</pub-id>
</mixed-citation>
</ref>
<ref id="B101">
<label>101.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Murphy</surname>
<given-names>K</given-names>
</name>
</person-group>. <article-title>How the unintended consequences of organizational interventions complicate the assessment of economic utility</article-title>. <source>Econ Business Lett</source> (<year>2012</year>) <volume>1</volume>(<issue>4</issue>):<fpage>33</fpage>. <pub-id pub-id-type="doi">10.17811/ebl.1.4.2012.33-42</pub-id>
</mixed-citation>
</ref>
<ref id="B102">
<label>102.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Baker</surname>
<given-names>KM</given-names>
</name>
<name>
<surname>Goetzel</surname>
<given-names>RZ</given-names>
</name>
<name>
<surname>Pei</surname>
<given-names>X</given-names>
</name>
<name>
<surname>Weiss</surname>
<given-names>AJ</given-names>
</name>
<name>
<surname>Bowen</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Tabrizi</surname>
<given-names>MJ</given-names>
</name>
<etal/>
</person-group> <article-title>Using a return-on-investment estimation model to evaluate outcomes from an obesity management worksite health promotion program</article-title>. <source>J Occup and Environ Med</source> (<year>2008</year>) <volume>50</volume>(<issue>9</issue>):<fpage>981</fpage>&#x2013;<lpage>90</lpage>. <pub-id pub-id-type="doi">10.1097/JOM.0b013e318184a489</pub-id>
<pub-id pub-id-type="pmid">18784545</pub-id>
</mixed-citation>
</ref>
<ref id="B103">
<label>103.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Unsal</surname>
<given-names>N</given-names>
</name>
<name>
<surname>Weaver</surname>
<given-names>GL</given-names>
</name>
<name>
<surname>Bray</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Bibeau</surname>
<given-names>D</given-names>
</name>
</person-group>. <article-title>A scoping review of economic evaluations of workplace wellness programs</article-title>. <source>Public Health Reports&#xae;</source> (<year>2021</year>) <volume>136</volume>(<issue>6</issue>):<fpage>671</fpage>&#x2013;<lpage>84</lpage>. <pub-id pub-id-type="doi">10.1177/0033354920976557</pub-id>
</mixed-citation>
</ref>
<ref id="B104">
<label>104.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ozminkowski</surname>
<given-names>RJ</given-names>
</name>
<name>
<surname>Goetzel</surname>
<given-names>RZ</given-names>
</name>
</person-group>. <article-title>Response from the authors: the value of ROI research</article-title>. <source>Am J Health Promotion</source> (<year>1999</year>) <volume>14</volume>(<issue>1</issue>):<fpage>46</fpage>. <pub-id pub-id-type="doi">10.4278/0890-1171-14.1.46</pub-id>
<pub-id pub-id-type="pmid">10621525</pub-id>
</mixed-citation>
</ref>
<ref id="B105">
<label>105.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Van Der Goes</surname>
<given-names>DN</given-names>
</name>
<name>
<surname>Edwardson</surname>
<given-names>N</given-names>
</name>
<name>
<surname>Rayamajhee</surname>
<given-names>V</given-names>
</name>
<name>
<surname>Hollis</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Hunter</surname>
<given-names>D</given-names>
</name>
</person-group>. <article-title>An iron triangle ROI model for health care</article-title>. <source>ClinicoEconomics and Outcomes Res Volume</source> (<year>2019</year>) <volume>11</volume>(<issue>maggio</issue>):<fpage>335</fpage>&#x2013;<lpage>48</lpage>. <pub-id pub-id-type="doi">10.2147/CEOR.S130623</pub-id>
<pub-id pub-id-type="pmid">31190926</pub-id>
</mixed-citation>
</ref>
<ref id="B106">
<label>106.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Masters</surname>
<given-names>R</given-names>
</name>
<name>
<surname>Anwar</surname>
<given-names>E</given-names>
</name>
<name>
<surname>Collins</surname>
<given-names>B</given-names>
</name>
<name>
<surname>Cookson</surname>
<given-names>R</given-names>
</name>
<name>
<surname>Simon</surname>
<given-names>C</given-names>
</name>
</person-group>. <article-title>Return on investment of public health interventions: a systematic review</article-title>. <source>J Epidemiol Community Health</source> (<year>2017</year>) <volume>71</volume>(<issue>8</issue>):<fpage>827</fpage>&#x2013;<lpage>34</lpage>. <pub-id pub-id-type="doi">10.1136/jech-2016-208141</pub-id>
<pub-id pub-id-type="pmid">28356325</pub-id>
</mixed-citation>
</ref>
<ref id="B107">
<label>107.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mason</surname>
<given-names>R</given-names>
</name>
<name>
<surname>Anwar</surname>
<given-names>E</given-names>
</name>
<name>
<surname>Collins</surname>
<given-names>B</given-names>
</name>
<name>
<surname>Cookson</surname>
<given-names>R</given-names>
</name>
<name>
<surname>Capewell</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Lloyd-Williams</surname>
<given-names>F</given-names>
</name>
</person-group>. <article-title>P97 quantifying the return on investment of public health interventions: a systematic review</article-title>. <source>Posters, Settembre</source> (<year>2016</year>) <volume>A96</volume>:<fpage>2</fpage>&#x2013;<lpage>A96</lpage>. <pub-id pub-id-type="doi">10.1136/jech-2016-208064.195</pub-id>
</mixed-citation>
</ref>
<ref id="B108">
<label>108.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Greene</surname>
<given-names>SB</given-names>
</name>
<name>
<surname>Reiter</surname>
<given-names>KL</given-names>
</name>
<name>
<surname>Kilpatrick</surname>
<given-names>KE</given-names>
</name>
<name>
<surname>Leatherman</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Somers</surname>
<given-names>SA</given-names>
</name>
<name>
<surname>Hamblin</surname>
<given-names>A</given-names>
</name>
</person-group>. <article-title>Searching for a business case for quality in medicaid managed care</article-title>. <source>Health Care Manage Rev</source> (<year>2008</year>) <volume>33</volume>(<issue>4</issue>):<fpage>350</fpage>&#x2013;<lpage>60</lpage>. <pub-id pub-id-type="doi">10.1097/01.HCM.0000318772.59771.b2</pub-id>
<pub-id pub-id-type="pmid">18815500</pub-id>
</mixed-citation>
</ref>
<ref id="B109">
<label>109.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wilson</surname>
<given-names>N</given-names>
</name>
<name>
<surname>Blakely</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Foster</surname>
<given-names>RH</given-names>
</name>
<name>
<surname>Hadorn</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Vos</surname>
<given-names>T</given-names>
</name>
</person-group>. <article-title>Prioritizing risk factors to identify preventive interventions for economic assessment</article-title>. <source>Bull World Health Organ</source> (<year>2012</year>) <volume>90</volume>(<issue>2</issue>):<fpage>88</fpage>&#x2013;<lpage>96</lpage>. <pub-id pub-id-type="doi">10.2471/BLT.11.091470</pub-id>
<pub-id pub-id-type="pmid">22423159</pub-id>
</mixed-citation>
</ref>
<ref id="B110">
<label>110.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Schwartz</surname>
<given-names>SM</given-names>
</name>
<name>
<surname>Mason</surname>
<given-names>ST</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Pomana</surname>
<given-names>L</given-names>
</name>
<name>
<surname>Hyde-Nolan</surname>
<given-names>ME</given-names>
</name>
<name>
<surname>Carter</surname>
<given-names>EW</given-names>
</name>
</person-group>. <article-title>Sustained economic value of a wellness and disease prevention program: an 8-year longitudinal evaluation</article-title>. <source>Popul Health Manage</source> (<year>2014</year>) <volume>17</volume>(<issue>2</issue>):<fpage>90</fpage>&#x2013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.1089/pop.2013.0042</pub-id>
<pub-id pub-id-type="pmid">24156663</pub-id>
</mixed-citation>
</ref>
<ref id="B111">
<label>111.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Juba</surname>
<given-names>OO</given-names>
</name>
</person-group>. <article-title>Impact of workplace safety, health, and wellness programs on employee engagement and productivity</article-title>. <source>Int J Health Med Nurs Pract</source> (<year>2024</year>) <volume>6</volume>(<issue>4</issue>):<fpage>12</fpage>&#x2013;<lpage>27</lpage>. <pub-id pub-id-type="doi">10.47941/ijhmnp.1819</pub-id>
</mixed-citation>
</ref>
<ref id="B112">
<label>112.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mills</surname>
<given-names>PR</given-names>
</name>
<name>
<surname>Kessler</surname>
<given-names>RC</given-names>
</name>
<name>
<surname>Cooper</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Sullivan</surname>
<given-names>S</given-names>
</name>
</person-group>. <article-title>Impact of a health promotion program on employee health risks and work productivity</article-title>. <source>Am J Health Promotion</source> (<year>2007</year>) <volume>22</volume>(<issue>1</issue>):<fpage>45</fpage>&#x2013;<lpage>53</lpage>. <pub-id pub-id-type="doi">10.4278/0890-1171-22.1.45</pub-id>
<pub-id pub-id-type="pmid">17894263</pub-id>
</mixed-citation>
</ref>
<ref id="B113">
<label>113.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bajaj</surname>
<given-names>K</given-names>
</name>
</person-group>. <article-title>Mental health support programs in the workplace and their effect on employeewell-being and productivity</article-title>. <source>Tuijin Jishu/Journal Propulsion Technol</source> (<year>2023</year>) <volume>44</volume>(<issue>4</issue>):<fpage>3081</fpage>&#x2013;<lpage>91</lpage>. <pub-id pub-id-type="doi">10.52783/tjjpt.v44.i4.1400</pub-id>
</mixed-citation>
</ref>
<ref id="B114">
<label>114.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Catalfo</surname>
<given-names>P</given-names>
</name>
<name>
<surname>Virgillito</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Ledda</surname>
<given-names>C</given-names>
</name>
</person-group>. <article-title>Work-related stress as a material ESG issue: a single-company case study on psychosocial risk, organizational health and business impact</article-title>. <source>Front Sustainability</source> (<year>2026</year>) <volume>7</volume>(<issue>giugno</issue>):<fpage>1882602</fpage>. <pub-id pub-id-type="doi">10.3389/frsus.2026.1882602</pub-id>
</mixed-citation>
</ref>
<ref id="B115">
<label>115.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chen</surname>
<given-names>L</given-names>
</name>
<name>
<surname>Hannon</surname>
<given-names>PA</given-names>
</name>
<name>
<surname>Laing</surname>
<given-names>SS</given-names>
</name>
<name>
<surname>Kohn</surname>
<given-names>MJ</given-names>
</name>
<name>
<surname>Clark</surname>
<given-names>K</given-names>
</name>
<name>
<surname>Pritchard</surname>
<given-names>S</given-names>
</name>
<etal/>
</person-group> <article-title>Perceived workplace health support is associated with employee productivity</article-title>. <source>Am J Health Promotion</source> (<year>2015</year>) <volume>29</volume>(<issue>3</issue>):<fpage>139</fpage>&#x2013;<lpage>46</lpage>. <pub-id pub-id-type="doi">10.4278/ajhp.131216-QUAN-645</pub-id>
<pub-id pub-id-type="pmid">25559250</pub-id>
</mixed-citation>
</ref>
<ref id="B116">
<label>116.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jones</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Molitor</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Reif</surname>
<given-names>J</given-names>
</name>
</person-group>. <article-title>What do workplace wellness programs do? Evidence from the Illinois workplace wellness study&#x2a;</article-title>. <source>The Q J Econ</source> (<year>2019</year>) <volume>134</volume>(<issue>4</issue>):<fpage>1747</fpage>&#x2013;<lpage>91</lpage>. <pub-id pub-id-type="doi">10.1093/qje/qjz023</pub-id>
<pub-id pub-id-type="pmid">31564754</pub-id>
</mixed-citation>
</ref>
<ref id="B117">
<label>117.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rajaratnam</surname>
<given-names>AS</given-names>
</name>
<name>
<surname>Sears</surname>
<given-names>LE</given-names>
</name>
<name>
<surname>Shi</surname>
<given-names>Y</given-names>
</name>
<name>
<surname>Coberley</surname>
<given-names>CR</given-names>
</name>
<name>
<surname>Pope</surname>
<given-names>JE</given-names>
</name>
</person-group>. <article-title>Well-being, health, and productivity improvement after an employee well-being intervention in large retail distribution centers</article-title>. <source>J Occup and Environ Med</source> (<year>2014</year>) <volume>56</volume>(<issue>12</issue>):<fpage>1291</fpage>&#x2013;<lpage>6</lpage>. <pub-id pub-id-type="doi">10.1097/JOM.0000000000000349</pub-id>
<pub-id pub-id-type="pmid">25479299</pub-id>
</mixed-citation>
</ref>
<ref id="B118">
<label>118.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Caponnetto</surname>
<given-names>P</given-names>
</name>
<name>
<surname>Maglia</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Floresta</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Ledda</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Vitale</surname>
<given-names>E</given-names>
</name>
<name>
<surname>Polosa</surname>
<given-names>R</given-names>
</name>
<etal/>
</person-group> <article-title>A randomized controlled trial to compare group motivational interviewing to very brief advice for the effectiveness of a workplace smoking cessation counseling intervention</article-title>. <source>J Addict Dis</source> (<year>2020</year>) <volume>38</volume>:<fpage>465</fpage>&#x2013;<lpage>74</lpage>. <pub-id pub-id-type="doi">10.1080/10550887.2020.1782564</pub-id>
<pub-id pub-id-type="pmid">32634052</pub-id>
</mixed-citation>
</ref>
<ref id="B119">
<label>119.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rapisarda</surname>
<given-names>V</given-names>
</name>
<name>
<surname>Cannizzaro</surname>
<given-names>E</given-names>
</name>
<name>
<surname>Barchitta</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Vitale</surname>
<given-names>E</given-names>
</name>
<name>
<surname>Cin&#xe0;</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Minciullo</surname>
<given-names>F</given-names>
</name>
<etal/>
</person-group> <article-title>A combined multidisciplinary intervention for health promotion in the workplace: a pilot study</article-title>. <source>J Clin Med</source> (<year>2021</year>) <volume>10</volume>(<issue>7</issue>):<fpage>1512</fpage>. <pub-id pub-id-type="doi">10.3390/jcm10071512</pub-id>
<pub-id pub-id-type="pmid">33916391</pub-id>
</mixed-citation>
</ref>
<ref id="B120">
<label>120.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Blanco-Vieira</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Ramos</surname>
<given-names>FADC</given-names>
</name>
<name>
<surname>Lauridsen-Ribeiro</surname>
<given-names>E</given-names>
</name>
<name>
<surname>Ribeiro</surname>
<given-names>MVV</given-names>
</name>
<name>
<surname>Meireles</surname>
<given-names>EA</given-names>
</name>
<name>
<surname>N&#xf3;brega</surname>
<given-names>BA</given-names>
</name>
<etal/>
</person-group> <article-title>A guide for planning and implementing successful mental health educational programs</article-title>. <source>J Continuing Educ Health Professions</source> (<year>2018</year>) <volume>38</volume>(<issue>2</issue>):<fpage>126</fpage>&#x2013;<lpage>36</lpage>. <pub-id pub-id-type="doi">10.1097/CEH.0000000000000197</pub-id>
<pub-id pub-id-type="pmid">29851717</pub-id>
</mixed-citation>
</ref>
<ref id="B121">
<label>121.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Surr</surname>
<given-names>CA</given-names>
</name>
<name>
<surname>Gates</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Irving</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Oyebode</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Smith</surname>
<given-names>SJ</given-names>
</name>
<name>
<surname>Parveen</surname>
<given-names>S</given-names>
</name>
<etal/>
</person-group> <article-title>Effective dementia education and training for the health and social care workforce: a systematic review of the literature</article-title>. <source>Rev Educ Res</source> (<year>2017</year>) <volume>87</volume>(<issue>5</issue>):<fpage>966</fpage>&#x2013;<lpage>1002</lpage>. <pub-id pub-id-type="doi">10.3102/0034654317723305</pub-id>
<pub-id pub-id-type="pmid">28989194</pub-id>
</mixed-citation>
</ref>
<ref id="B122">
<label>122.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lauer</surname>
<given-names>CI</given-names>
</name>
<name>
<surname>Shabahang</surname>
<given-names>MM</given-names>
</name>
<name>
<surname>Hendricks</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Kyle</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Sarah</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Ryer</surname>
<given-names>EJ</given-names>
</name>
</person-group>. <article-title>Expansion of surgical graduate medical education training programs: a return on investment analysis</article-title>. <source>J Surg Res</source> (<year>2021</year>) <volume>258</volume>(<issue>febbraio</issue>):<fpage>278</fpage>&#x2013;<lpage>82</lpage>. <pub-id pub-id-type="doi">10.1016/j.jss.2020.08.078</pub-id>
<pub-id pub-id-type="pmid">33039636</pub-id>
</mixed-citation>
</ref>
<ref id="B123">
<label>123.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Collins</surname>
<given-names>SK</given-names>
</name>
<name>
<surname>Collins</surname>
<given-names>KS</given-names>
</name>
<name>
<surname>Jensen</surname>
<given-names>SC</given-names>
</name>
</person-group>. <article-title>Determining return on investment for training using simple regression: a hypothetical case study for the health care industry</article-title>. <source>The Health Care Manager</source> (<year>2009</year>) <volume>28</volume>(<issue>1</issue>):<fpage>30</fpage>&#x2013;<lpage>7</lpage>. <pub-id pub-id-type="doi">10.1097/HCM.0b013e318196deae</pub-id>
<pub-id pub-id-type="pmid">19225333</pub-id>
</mixed-citation>
</ref>
<ref id="B124">
<label>124.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Brock</surname>
<given-names>TR</given-names>
</name>
</person-group>. <article-title>Evaluating the Impact and ROI of Medical Education Programs: In <italic>Advances in Medical Education, Research, and Ethics</italic>, a cura di Jill Stefaniak</article-title>. <source>IGI Glob</source> (<year>2020</year>). <pub-id pub-id-type="doi">10.4018/978-1-7998-5092-2.ch013</pub-id>
</mixed-citation>
</ref>
<ref id="B125">
<label>125.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Botelho</surname>
<given-names>A</given-names>
</name>
</person-group>. <article-title>The impact of education and training on compliance behavior and waste generation in European private healthcare facilities</article-title>. <source>J Environ Manage</source> (<year>2012</year>) <volume>98</volume>(<issue>maggio</issue>):<fpage>5</fpage>&#x2013;<lpage>10</lpage>. <pub-id pub-id-type="doi">10.1016/j.jenvman.2011.12.003</pub-id>
<pub-id pub-id-type="pmid">22325637</pub-id>
</mixed-citation>
</ref>
<ref id="B126">
<label>126.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Batouli</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Jahanshahi</surname>
<given-names>P</given-names>
</name>
<name>
<surname>Gross</surname>
<given-names>CP</given-names>
</name>
<name>
<surname>Makarov</surname>
<given-names>DV</given-names>
</name>
<name>
<surname>Yu</surname>
<given-names>JB</given-names>
</name>
</person-group>. <article-title>The global cancer divide: relationships between national healthcare resources and cancer outcomes in high-income vs. Middle- and low-income countries</article-title>. <source>J Epidemiol Glob Health</source> (<year>2013</year>) <volume>4</volume>(<issue>2</issue>):<fpage>115</fpage>&#x2013;<lpage>24</lpage>. <pub-id pub-id-type="doi">10.1016/j.jegh.2013.10.004</pub-id>
<pub-id pub-id-type="pmid">24857179</pub-id>
</mixed-citation>
</ref>
<ref id="B127">
<label>127.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>De Silva</surname>
<given-names>MJ</given-names>
</name>
<name>
<surname>Roberts</surname>
<given-names>I</given-names>
</name>
<name>
<surname>Perel</surname>
<given-names>P</given-names>
</name>
<name>
<surname>Edwards</surname>
<given-names>P</given-names>
</name>
<name>
<surname>Kenward</surname>
<given-names>MG</given-names>
</name>
<name>
<surname>Fernandes</surname>
<given-names>J</given-names>
</name>
<etal/>
</person-group> <article-title>Patient outcome after traumatic brain injury in high-middle- and low-income countries: analysis of data on 8927 patients in 46 countries</article-title>. <source>Int J Epidemiol</source> (<year>2009</year>) <volume>38</volume>(<issue>2</issue>):<fpage>452</fpage>&#x2013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.1093/ije/dyn189</pub-id>
</mixed-citation>
</ref>
<ref id="B128">
<label>128.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Griffiths</surname>
<given-names>UK</given-names>
</name>
<name>
<surname>Rosa</surname>
<given-names>L</given-names>
</name>
<name>
<surname>Pitt</surname>
<given-names>C</given-names>
</name>
</person-group>. <article-title>Comparison of economic evaluation methods across low&#x2010;income, middle&#x2010;income and high&#x2010;income countries: what are the differences and why?</article-title> <source>Health Econ</source> (<year>2016</year>) <volume>25</volume>(<issue>S1</issue>):<fpage>29</fpage>&#x2013;<lpage>41</lpage>. <pub-id pub-id-type="doi">10.1002/hec.3312</pub-id>
<pub-id pub-id-type="pmid">26775571</pub-id>
</mixed-citation>
</ref>
<ref id="B129">
<label>129.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Largeron</surname>
<given-names>N</given-names>
</name>
<name>
<surname>L&#xe9;vy</surname>
<given-names>P</given-names>
</name>
<name>
<surname>Wasem</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Bresse</surname>
<given-names>X</given-names>
</name>
</person-group>. <article-title>Role of vaccination in the sustainability of healthcare systems</article-title>. <source>J Market Access and Health Policy</source> (<year>2015</year>) <volume>3</volume>(<issue>1</issue>):<fpage>27043</fpage>. <pub-id pub-id-type="doi">10.3402/jmahp.v3.27043</pub-id>
<pub-id pub-id-type="pmid">27123188</pub-id>
</mixed-citation>
</ref>
<ref id="B130">
<label>130.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>R&#xe9;my</surname>
<given-names>V</given-names>
</name>
<name>
<surname>Z&#xf6;llner</surname>
<given-names>Y</given-names>
</name>
<name>
<surname>Heckmann</surname>
<given-names>U</given-names>
</name>
</person-group>. <article-title>Vaccination: the cornerstone of an efficient healthcare system</article-title>. <source>J Market Access and Health Policy</source> (<year>2015</year>) <volume>3</volume>(<issue>1</issue>):<fpage>27041</fpage>. <pub-id pub-id-type="doi">10.3402/jmahp.v3.27041</pub-id>
<pub-id pub-id-type="pmid">27123189</pub-id>
</mixed-citation>
</ref>
<ref id="B131">
<label>131.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ramaci</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Pellerone</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Ledda</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Rapisarda</surname>
<given-names>V</given-names>
</name>
</person-group>. <article-title>Health promotion, psychological distress, and disease prevention in the workplace: a cross-sectional study of Italian adults</article-title>. <source>Risk Manage and Healthc Policy Volume</source> (<year>2017</year>) <volume>10</volume>(<issue>agosto</issue>):<fpage>167</fpage>&#x2013;<lpage>75</lpage>. <pub-id pub-id-type="doi">10.2147/RMHP.S139756</pub-id>
<pub-id pub-id-type="pmid">28860882</pub-id>
</mixed-citation>
</ref>
<ref id="B132">
<label>132.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Braithwaite</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Ludlow</surname>
<given-names>K</given-names>
</name>
<name>
<surname>Testa</surname>
<given-names>L</given-names>
</name>
<name>
<surname>Herkes</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Augustsson</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Lamprell</surname>
<given-names>G</given-names>
</name>
<etal/>
</person-group> <article-title>Built to last? The sustainability of healthcare system improvements, programmes and interventions: a systematic integrative review</article-title>. <source>BMJ Open</source> (<year>2020</year>) <volume>10</volume>(<issue>6</issue>):<fpage>e036453</fpage>. <pub-id pub-id-type="doi">10.1136/bmjopen-2019-036453</pub-id>
<pub-id pub-id-type="pmid">32487579</pub-id>
</mixed-citation>
</ref>
<ref id="B133">
<label>133.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Scheirer</surname>
<given-names>MA</given-names>
</name>
</person-group>. <article-title>Linking sustainability research to intervention types</article-title>. <source>Am J Public Health</source> (<year>2013</year>) <volume>103</volume>(<issue>4</issue>):<fpage>e73</fpage>&#x2013;<lpage>80</lpage>. <pub-id pub-id-type="doi">10.2105/AJPH.2012.300976</pub-id>
<pub-id pub-id-type="pmid">23409904</pub-id>
</mixed-citation>
</ref>
<ref id="B134">
<label>134.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rapisarda</surname>
<given-names>V</given-names>
</name>
<name>
<surname>Loreto</surname>
<given-names>C</given-names>
</name>
<name>
<surname>De Angelis</surname>
<given-names>L</given-names>
</name>
<name>
<surname>Simoncelli</surname>
<given-names>G</given-names>
</name>
<name>
<surname>Lombardo</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Resina</surname>
<given-names>R</given-names>
</name>
<etal/>
</person-group> <article-title>Home working and physical activity during SARS-CoV-2 pandemic: a longitudinal cohort study</article-title>. <source>Int J Environ Res Public Health</source> (<year>2021</year>) <volume>18</volume>(<issue>24</issue>):<fpage>13021</fpage>. <pub-id pub-id-type="doi">10.3390/ijerph182413021</pub-id>
<pub-id pub-id-type="pmid">34948630</pub-id>
</mixed-citation>
</ref>
<ref id="B135">
<label>135.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lahariya</surname>
<given-names>C</given-names>
</name>
</person-group>. <article-title>&#x201c;Health system approach&#x201d; for improving immunization program performance</article-title>. <source>J Fam Med Prim Care</source> (<year>2015</year>) <volume>4</volume>(<issue>4</issue>):<fpage>487</fpage>&#x2013;<lpage>94</lpage>. <pub-id pub-id-type="doi">10.4103/2249-4863.174263</pub-id>
<pub-id pub-id-type="pmid">26985404</pub-id>
</mixed-citation>
</ref>
<ref id="B136">
<label>136.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chambers</surname>
<given-names>DA</given-names>
</name>
<name>
<surname>Russell</surname>
<given-names>EG</given-names>
</name>
<name>
<surname>Stange.</surname>
<given-names>KC</given-names>
</name>
</person-group>. <article-title>The dynamic sustainability framework: addressing the Paradox of sustainment amid ongoing change</article-title>. <source>Implementation Sci</source> (<year>2013</year>) <volume>8</volume>(<issue>1</issue>):<fpage>117</fpage>. <pub-id pub-id-type="doi">10.1186/1748-5908-8-117</pub-id>
</mixed-citation>
</ref>
<ref id="B137">
<label>137.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shelton</surname>
<given-names>RC</given-names>
</name>
<name>
<surname>Cooper</surname>
<given-names>BR</given-names>
</name>
<name>
<surname>Stirman</surname>
<given-names>SW</given-names>
</name>
</person-group>. <article-title>The sustainability of evidence-based interventions and practices in public health and health care</article-title>. <source>Annu Rev Public Health</source> (<year>2024</year>) <volume>39</volume>(<issue>1</issue>):<fpage>55</fpage>&#x2013;<lpage>76</lpage>. <pub-id pub-id-type="doi">10.1146/annurev-publhealth-040617-014731</pub-id>
<pub-id pub-id-type="pmid">29328872</pub-id>
</mixed-citation>
</ref>
<ref id="B138">
<label>138.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Santos</surname>
<given-names>JV</given-names>
</name>
<name>
<surname>Padron-Monedero</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Bikbov</surname>
<given-names>B</given-names>
</name>
<name>
<surname>Grad</surname>
<given-names>DA</given-names>
</name>
<name>
<surname>Plass</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Mechili</surname>
<given-names>EA</given-names>
</name>
<etal/>
</person-group> <article-title>The state of health in the European union (EU-27) in 2019: a systematic analysis for the global burden of disease study 2019</article-title>. <source>BMC Public Health</source> (<year>2024</year>) <volume>24</volume>(<issue>1</issue>):<fpage>1374</fpage>. <pub-id pub-id-type="doi">10.1186/s12889-024-18529-3</pub-id>
<pub-id pub-id-type="pmid">38778362</pub-id>
</mixed-citation>
</ref>
<ref id="B139">
<label>139.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pokhrel</surname>
<given-names>S</given-names>
</name>
</person-group>. <article-title>Return on investment (ROI) modelling in public health: strengths and limitations</article-title>. <source>The Eur J Public Health</source> (<year>2015</year>) <volume>25</volume>(<issue>6</issue>):<fpage>908</fpage>&#x2013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.1093/eurpub/ckv136</pub-id>
<pub-id pub-id-type="pmid">26224747</pub-id>
</mixed-citation>
</ref>
<ref id="B140">
<label>140.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Thusini</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Soukup</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Henderson</surname>
<given-names>C</given-names>
</name>
</person-group>. <article-title>Is return on investment the appropriate tool for healthcare quality improvement governance?</article-title> <source>Int J Health Governance</source> (<year>2024</year>) <volume>29</volume>(<issue>3</issue>):<fpage>296</fpage>&#x2013;<lpage>308</lpage>. <pub-id pub-id-type="doi">10.1108/IJHG-06-2024-0067</pub-id>
</mixed-citation>
</ref>
<ref id="B141">
<label>141.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Brousselle</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Benmarhnia</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Benhadj</surname>
<given-names>L</given-names>
</name>
</person-group>. <article-title>What are the benefits and risks of using return on investment to defend public health programs?</article-title> <source>Prev Med Rep</source> (<year>2016</year>) <volume>3</volume>(<issue>giugno</issue>):<fpage>135</fpage>&#x2013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.1016/j.pmedr.2015.11.015</pub-id>
<pub-id pub-id-type="pmid">27419005</pub-id>
</mixed-citation>
</ref>
<ref id="B142">
<label>142.</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Andru</surname>
<given-names>P</given-names>
</name>
<name>
<surname>Botchkarev</surname>
<given-names>A</given-names>
</name>
</person-group>. <article-title>Return on investment: a Placebo for the Chief financial officer and other Paradoxes</article-title>. <source>J MultiDisciplinary Eval</source> (<year>2011</year>) <volume>7</volume>(<issue>16</issue>):<fpage>201</fpage>&#x2013;<lpage>6</lpage>. <pub-id pub-id-type="doi">10.56645/jmde.v7i16.322</pub-id>
</mixed-citation>
</ref>
</ref-list>
<fn-group>
<fn fn-type="custom" custom-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2591402/overview">Genevi&#xe8;ve Chene</ext-link>, Universit&#xe9; de Bordeaux, France</p>
</fn>
<fn fn-type="custom" custom-type="reviewed-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1434091/overview">Nicole Geovana Dias</ext-link>, Minas Gerais, Brazil</p>
<p>One reviewer who chose to remain anonymous</p>
</fn>
</fn-group>
</back>
</article>