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<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">1609006</article-id>
<article-id pub-id-type="doi">10.3389/phrs.2026.1609006</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>Place of Death of People With Chronic Conditions in Latin America: A Systematic Review</article-title>
<alt-title alt-title-type="left-running-head">Cordoba-Nu&#xf1;ez et al.</alt-title>
<alt-title alt-title-type="right-running-head">Place of Death in Latin America</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Cordoba-Nu&#xf1;ez</surname>
<given-names>Mar&#xed;a Adelaida</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Unda-L&#xf3;pez</surname>
<given-names>Alejandro</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2249622"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Hidalgo-Andrade</surname>
<given-names>Paula</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1381766"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Rodrigues</surname>
<given-names>Luis Fernando</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Marcucci</surname>
<given-names>Fernando Cesar Iwamoto</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Pastrana</surname>
<given-names>Tania</given-names>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
<xref ref-type="aff" rid="aff7">
<sup>7</sup>
</xref>
</contrib>
</contrib-group>
<aff id="aff1">
<label>1</label>
<institution>Hospital Universitario de la Fundacion Santa Fe de Bogota</institution>, <city>Bogot&#xe1;</city>, <country country="CO">Colombia</country>
</aff>
<aff id="aff2">
<label>2</label>
<institution>Department of Pediatrics, School of Medicine, Universidad de Los Andes</institution>, <city>Bogota</city>, <country country="CO">Colombia</country>
</aff>
<aff id="aff3">
<label>3</label>
<institution>Grupo de Investigaci&#xf3;n Bienestar, Salud y Sociedad, Escuela de Psicolog&#xed;a y Educaci&#xf3;n, Universidad de Las Am&#xe9;ricas (UDLA)</institution>, <city>Quito</city>, <country country="EC">Ecuador</country>
</aff>
<aff id="aff4">
<label>4</label>
<institution>Palliative Care Unit, Barreto&#x2019;s Cancer Hospital</institution>, <city>Barretos</city>, <country country="BR">Brazil</country>
</aff>
<aff id="aff5">
<label>5</label>
<institution>Paran&#xe1; State Health Secretariat, Hospital Dr. An&#xed;sio Figueiredo &#x2013; Zona Norte de Londrina</institution>, <city>Londrina</city>, <country country="BR">Brazil</country>
</aff>
<aff id="aff6">
<label>6</label>
<institution>Department of Palliative Medicine, Uniklinik RWTH Aachen</institution>, <city>Aachen</city>, <country country="DE">Germany</country>
</aff>
<aff id="aff7">
<label>7</label>
<institution>International Association Hospice and Palliative Care</institution>, <city>Houston</city>, <state>TX</state>, <country country="US">United States</country>
</aff>
<author-notes>
<corresp id="c001">
<label>&#x2a;</label>Correspondence: Paula Hidalgo-Andrade, <email xlink:href="mailto:paula.hidalgo@udla.edu.ec">paula.hidalgo@udla.edu.ec</email>
</corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-03-05">
<day>05</day>
<month>03</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2026</year>
</pub-date>
<volume>47</volume>
<elocation-id>1609006</elocation-id>
<history>
<date date-type="received">
<day>22</day>
<month>08</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>06</day>
<month>01</month>
<year>2026</year>
</date>
<date date-type="accepted">
<day>18</day>
<month>02</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2026 Cordoba-Nu&#xf1;ez, Unda-L&#xf3;pez, Hidalgo-Andrade, Rodrigues, Marcucci and Pastrana.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Cordoba-Nu&#xf1;ez, Unda-L&#xf3;pez, Hidalgo-Andrade, Rodrigues, Marcucci and Pastrana</copyright-holder>
<license>
<ali:license_ref start_date="2026-03-05">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>Objective</title>
<p>To identify the place of death and associated factors among individuals in Latin American countries, with a particular focus on chronic conditions and serious health-related suffering.</p>
</sec>
<sec>
<title>Methods</title>
<p>A systematic review was conducted across five databases in May 2024 following PRISMA guidelines. Eligible studies included data on the place of death of at least one Latin American country.</p>
</sec>
<sec>
<title>Results</title>
<p>Twenty-one studies with data from 12 Latin American countries were included. Hospital was the most frequent place of death in Argentina, Brazil, Colombia, Costa Rica, Paraguay, and Uruguay, while home deaths predominated in Ecuador, El Salvador, and Guatemala. In Chile, Peru, and Mexico, the distribution was mixed, varying by population and clinical condition. Findings showed that older individuals and lower education were associated with an increased likelihood of home death. Marital status and urban residence showed mixed associations. A meta-analysis was not feasible due to high heterogeneity among the studies.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>The place of death of people with chronic and serious health-related conditions in Latin America varies considerably, reflecting disparities in healthcare access, sociocultural values, and health system infrastructure. Findings highlight the need for country-specific, equity-oriented end-of-life care policies.</p>
</sec>
<sec>
<title>Systematic Review Registration</title>
<p>
<ext-link ext-link-type="uri" xlink:href="https://www.crd.york.ac.uk/prospero/display_record.php?ID=CRD42024553349">https://www.crd.york.ac.uk/prospero/display_record.php?ID=CRD42024553349</ext-link>.</p>
</sec>
</abstract>
<kwd-group>
<kwd>end-of-life</kwd>
<kwd>healthcare system</kwd>
<kwd>Latin America</kwd>
<kwd>mortality</kwd>
<kwd>place of death</kwd>
<kwd>chronic condition</kwd>
</kwd-group>
<funding-group>
<award-group id="gs1">
<funding-source id="sp1">
<institution-wrap>
<institution>Universidad de Las Am&#xe9;ricas Ecuador</institution>
<institution-id institution-id-type="doi" vocab="open-funder-registry" vocab-identifier="10.13039/open_funder_registry">10.13039/100021068</institution-id>
</institution-wrap>
</funding-source>
</award-group>
<award-group id="gs2">
<funding-source id="sp2">
<institution-wrap>
<institution>German Academic Exchange Service</institution>
<institution-id institution-id-type="doi" vocab="open-funder-registry" vocab-identifier="10.13039/open_funder_registry">10.13039/100021828</institution-id>
</institution-wrap>
</funding-source>
</award-group>
<funding-statement>The author(s) declared that financial support was received for this work and/or its publication. Funding for the current study was provided by a scholarship awarded to PHA in the program &#x201c;Research Stays for Academics and Scientists, 2023&#x201d; of the German Academic Exchange Service (DAAD, ID: 57681226). Universidad de Las Am&#xe9;ricas, Quito, Ecuador covered all article processing charges. The funders had no role in the study design, data collection and analysis, decision to publish, or preparation of the manuscript.</funding-statement>
</funding-group>
<counts>
<fig-count count="1"/>
<table-count count="6"/>
<equation-count count="0"/>
<ref-count count="64"/>
<page-count count="13"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>The place of death (PoD) is considered an indicator of the quality of end-of-life care, particularly among individuals with a chronic condition who require palliative care [<xref ref-type="bibr" rid="B1">1</xref>]. Given this relevance, the World Health Organization (WHO) has identified the PoD as a public health priority since the possibility of choosing the PoD reflects health system responsiveness [<xref ref-type="bibr" rid="B2">2</xref>]. In addition to the ethical responsibility of health systems to alleviate pain and suffering at the end of life [<xref ref-type="bibr" rid="B3">3</xref>], PoD also carries significant economic implications [<xref ref-type="bibr" rid="B4">4</xref>], particularly given the high costs of end-of-life care in hospitals [<xref ref-type="bibr" rid="B5">5</xref>&#x2013;<xref ref-type="bibr" rid="B7">7</xref>].</p>
<p>While PoD has been more extensively studied in high-income countries [<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>], its determinants remain poorly understood in Latin America. Accounting for 8.4% of the global population, Latin America is undergoing demographic and epidemiological transitions that are expected to increase the burden of Serious Health-related Suffering (SHS) in the coming decades [<xref ref-type="bibr" rid="B8">8</xref>]. These transitions are likely to amplify the economic and social impact, which might vary depending on the location where care is provided [<xref ref-type="bibr" rid="B9">9</xref>]. Although all countries in the region offer some form of palliative care, access remains heterogeneous, reflecting inequities within national healthcare systems [<xref ref-type="bibr" rid="B10">10</xref>]. These disparities, along with the need for culturally sensitive services, complicate the provision of end-of-life care in the region [<xref ref-type="bibr" rid="B11">11</xref>].</p>
<p>Previous research has identified associations between PoD and several sociodemographic, clinical, and environmental factors, including sex, age, marital status, socioeconomic status, and underlying disease. Understanding how these factors affect PoD is essential for identifying inequity and optimizing end-of-life care planning to ensure that services align with patients&#x2019; needs and pRefs. [<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B12">12</xref>].</p>
<p>PoD data is typically derived from national civil registration and vital statistics (CRVS) systems, which include information from death certificates and other official records. However, the quality, completeness, and standardization of CRVS systems vary widely across Latin American countries [<xref ref-type="bibr" rid="B13">13</xref>].</p>
<p>This systematic review aims to consolidate existing evidence on the PoD of people with chronic conditions in Latin America, shedding light on cultural, socioeconomic, and healthcare system factors that influence the PoD in the region. Specifically, we address the following research questions: 1) Where do people with chronic conditions experiencing serious health-related suffering die in Latin America? and 2) What are the factors associated with the PoD among individuals with chronic conditions in Latin America? In this review, we use the term <italic>chronic conditions</italic> to refer to long-term, progressive, and life-limiting diseases commonly associated with serious health-related suffering, including HIV/AIDS, cancer, advanced organ failure, neurodegenerative disorders, and other non-communicable conditions [<xref ref-type="bibr" rid="B14">14</xref>].</p>
</sec>
<sec sec-type="methods" id="s2">
<title>Methods</title>
<p>This systematic review explored the PoD in Latin America, following the Joanna Briggs Institute (JBI) methodological recommendations for systematic reviews [<xref ref-type="bibr" rid="B15">15</xref>]. The review adhered to the PRISMA 2020 reporting guidelines, and the protocol was registered in PROSPERO (ID: CRD42024553349) [<xref ref-type="bibr" rid="B16">16</xref>].</p>
<sec id="s2-1">
<title>Search Strategy and Selection Criteria</title>
<p>The literature search was performed in May 2024 across five databases: EMBASE, MEDLINE, PsycINFO, LILACS, and SciELO. The search strategy included terms related to &#x2018;place of death&#x2019; and &#x2018;Latin America&#x2019; and was designed without restrictions on population, study type, publication date, or language. It was adapted for each database as appropriate. For LILACS and SciELO, the strategy included translations of key terms into Spanish and Portuguese to maximize sensitivity. Furthermore, a manual search of the reference lists of relevant studies was conducted to identify additional sources.</p>
<p>The final query string used in the selected databases was: (Latin America OR &#x201c;South America&#x201d; OR &#x201c;Central America&#x201d; OR Argentina OR Bolivia OR Brazil OR Chile OR Colombia OR &#x201c;Costa Rica&#x201d; OR Cuba OR Ecuador OR &#x201c;Dominican Republic&#x201d; OR &#x201c;El Salvador&#x201d; OR Guatemala OR Honduras OR Nicaragua OR Mexico OR Panama OR Paraguay OR Peru OR Uruguay OR Venezuela) AND ((place OR location OR site) AND death) OR ((place OR location OR site) AND dying). For the full query strings used in each database, please refer to <xref ref-type="sec" rid="s12">Supplementary Material 1</xref>. Eligible studies included primary quantitative studies reporting PoD in at least one Latin American country. Studies explicitly focused on deaths from chronic or life-limiting conditions&#x2014;such as cancer, dementia and other neurodegenerative diseases, chronic respiratory or cardiovascular disease, and HIV/AIDS&#x2014;were prioritized. Studies focusing solely on preferred PoD, deaths occurring outside Latin America, or lacking sufficient detail on PoD were also excluded. Grey literature was not included.</p>
<p>Population-based studies using all-cause mortality data were included when they reported PoD at the national or regional level and when cause-of-death information or stratified analyses allowed interpretation relevant to chronic conditions or end-of-life care. Studies exclusively focused on acute causes of death (e.g., trauma, accidents, violence, obstetric complications, or sudden external causes) were excluded.</p>
</sec>
<sec id="s2-2">
<title>Selection Process</title>
<p>All the references were imported and managed using Covidence software [<xref ref-type="bibr" rid="B17">17</xref>]. Two reviewers independently screened all titles and abstracts to establish eligibility for full-text review and remove irrelevant studies. Discrepancies at any stage were discussed in research sessions until a consensus was reached. Full-text copies of all relevant articles were then retrieved and independently assessed by two reviewers against the inclusion/exclusion criteria. Disagreements during full-text screening were resolved similarly through consensus. All exclusion reasons were noted and provided in the PRISMA diagram (<xref ref-type="fig" rid="F1">Figure 1</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Flow diagram of included studies according to PRISMA guidelines [<xref ref-type="bibr" rid="B18">18</xref>], (Latin America, 2024).</p>
</caption>
<graphic xlink:href="phrs-47-1609006-g001.tif">
<alt-text content-type="machine-generated">PRISMA flow diagram illustrating study selection for a review, showing records identified, screened, and excluded at each step. Twenty-one studies included after removing duplicates and assessing eligibility based on PoD data and Latin American population.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s2-3">
<title>Data Extraction</title>
<p>Two researchers processed data independently using a pretested data extraction form. Extracted information included author, year of publication, study aims, design, country of study, data source, population, missing values, eligibility criteria, exclusion criteria, and information sources.</p>
<p>For primary outcomes, data were extracted on sociodemographic variables (e.g., age, sex, marital status), socioeconomic factors (e.g., education, urban/rural residence), healthcare system-related factors (e.g., hospital bed density), cause of death, and proportion/frecuency of deaths by PoD. Places of death included home, hospital, and other facilities (the term &#x201c;other facilities&#x201d; was used to account for variability in the operational definitions of non-home and non-hospital PoD across the included studies). Healthcare system-related factors were classified as variables related to health service delivery, such as availability of hospital beds, distinct from individual-level sociodemographic or socioeconomic factors.</p>
</sec>
<sec id="s2-4">
<title>Quality Assessment and Grading of Evidence</title>
<p>We conducted a quality assessment of the included studies using the approach from previous reviews of PoD and associated factors [<xref ref-type="bibr" rid="B19">19</xref>]. This approach is based on the Strength of Recommendation Taxonomy (SORT) [<xref ref-type="bibr" rid="B20">20</xref>] and applied to PoD by Gomes et al. [<xref ref-type="bibr" rid="B19">19</xref>]. This tool evaluates methodological aspects of observational studies, including study design, data source reliability, sample size, and risk factor analysis, classifying evidence as low, medium, or high quality [<xref ref-type="bibr" rid="B19">19</xref>&#x2013;<xref ref-type="bibr" rid="B21">21</xref>]. Quality appraisal score was attained by calculating the percentage of the sum of the scores for each item in relation to the maximum possible score [<xref ref-type="bibr" rid="B20">20</xref>]. The interpretation was based on SORT tool [<xref ref-type="bibr" rid="B19">19</xref>] method of grading (High quality &#x2265;70%; medium quality &#x2265;60%; low quality &#x3c;60%). Two researchers independently applied the scale in Covidence, scoring each study on criteria including representativeness, data completeness, and adjustment for confounders. Discrepancies were resolved through team discussion.</p>
</sec>
<sec id="s2-5">
<title>Data Analysis</title>
<p>We conducted a descriptive synthesis of the included studies, focusing on patterns related to PoD and associated factors. The primary outcome was frequency of deaths occurring at home, in hospitals, or in other settings, reported as both absolute numbers and percentages across countries and populations.</p>
<p>We also identified and categorized factors influencing PoD, including sociodemographic, clinical, and environmental factors. For each factor, we recorded the direction of its association (i.e., whether it increased the likelihood of dying at home or in a hospital) and graded the strength and quality of supporting evidence. Descriptive statistics were used to identify general patterns and trends. We reported the odds ratios (OR) with 95% Confidence Interval (CI) provided by the studies.</p>
<p>A meta-analysis was planned in accordance with Cochrane guidelines to individually explore the OR of sex, age, marital status, education, place of residence, and cause of death on PoD, with only studies of high methodological quality being considered for inclusion. An exploratory analysis using a random-effects model was conducted to address expected heterogeneity. Studied factors were eligible if examined in at least five studies; however, an initial assessment revealed substantial heterogeneity across the included studies (I<sup>2</sup> &#x3e; 90%). The presented heterogeneity may be attributed to a considerable diversity between sample characteristics, sample sizes, data collection moments, the extended period for data collection between included studies (1990&#x2013;2021), and the operational definitions used for each PoD and associated factors (e.g., &#x201c;urban&#x201d; and &#x201c;rural&#x201d; as categories for the classification of place of residence). Therefore, following methodological guidelines [<xref ref-type="bibr" rid="B22">22</xref>], further analysis was not conducted to avoid introducing bias and compromising the validity of the findings.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<p>After removing duplicates, a total of 440 studies were identified for initial screening through database and citation searching. Of these, 21 met the inclusion criteria and were included in the final data charting, encompassing patient data from 12 Latin American countries. However, some studies drew from the same or overlapping databases. For instance, C&#xe1;rdenas-Turanzas et al. used 2003 data from the Mexican Ministry of Health (&#x2018;Secretar&#xed;a de Salud&#x2019;), while C&#xe1;rdenas-Turanzas et al. used data from 2002 to 2004 from the same source. For specific information on screening, refer to the PRISMA flow diagram [<xref ref-type="bibr" rid="B23">23</xref>] in <xref ref-type="fig" rid="F1">Figure 1</xref>.</p>
<sec id="s3-1">
<title>Overview of the Studies</title>
<p>Most studies (n &#x3d; 12) focused on populations from Mexico [<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B24">24</xref>&#x2013;<xref ref-type="bibr" rid="B34">34</xref>], followed by Brazil (n &#x3d; 7) [<xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B35">35</xref>&#x2013;<xref ref-type="bibr" rid="B40">40</xref>], Chile (n &#x3d; 5) [<xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B40">40</xref>&#x2013;<xref ref-type="bibr" rid="B43">43</xref>], and Peru (n &#x3d; 2) [<xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B40">40</xref>]. Additionally, data from Argentina, Colombia, Costa Rica, Ecuador, El Salvador, Guatemala, Paraguay, and Uruguay were reported in a single country study that included 12 Latin American countries [<xref ref-type="bibr" rid="B24">24</xref>].</p>
<p>The earliest dataset was collected in 1990 in Chile [<xref ref-type="bibr" rid="B41">41</xref>, <xref ref-type="bibr" rid="B42">42</xref>], while the most recent data was from 2021 [<xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B40">40</xref>]. The included studies reported diverse designs: Four studies reported a retrospective approach [<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B32">32</xref>], three a cross/sectional design [<xref ref-type="bibr" rid="B28">28</xref>, <xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B42">42</xref>], two a time series analysis [<xref ref-type="bibr" rid="B40">40</xref>, <xref ref-type="bibr" rid="B43">43</xref>], two a population level design [<xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B31">31</xref>], one an observational design [<xref ref-type="bibr" rid="B24">24</xref>], and one an ecologic descriptive exploratory design [<xref ref-type="bibr" rid="B38">38</xref>]. Six studies did not report explicitly the study design implemented [<xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B27">27</xref>, <xref ref-type="bibr" rid="B30">30</xref>, <xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B41">41</xref>]. In practice, all studies used data collected in a single year, except for two that used data over several years for time-series analysis [<xref ref-type="bibr" rid="B40">40</xref>, <xref ref-type="bibr" rid="B43">43</xref>].</p>
<p>Regarding data sources, 11 studies relied on death certificates [<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B26">26</xref>&#x2013;<xref ref-type="bibr" rid="B33">33</xref>, <xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B41">41</xref>], eight studies used national mortality data [<xref ref-type="bibr" rid="B34">34</xref>&#x2013;<xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B38">38</xref>&#x2013;<xref ref-type="bibr" rid="B40">40</xref>, <xref ref-type="bibr" rid="B42">42</xref>, <xref ref-type="bibr" rid="B43">43</xref>], which typically consist of information gathered by government or international agencies in each country, differing in the data collection, refinement, and reporting processes from death certificates alone. One study used both death certificates and national mortality data [<xref ref-type="bibr" rid="B24">24</xref>], while another used information from a health and aging survey [<xref ref-type="bibr" rid="B25">25</xref>].</p>
<p>The quality assessment showed that most included articles had high (12 out of 21 studies) or medium (5 out of 21 studies) quality, except for four articles that received low scores [<xref ref-type="bibr" rid="B35">35</xref>, <xref ref-type="bibr" rid="B39">39</xref>&#x2013;<xref ref-type="bibr" rid="B41">41</xref>]. The complete charting of study characteristics is presented in <xref ref-type="table" rid="T1">Table 1</xref>.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Overview of study characteristics (Latin America, 2007&#x2013;2024).</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">First author and year of publication</th>
<th align="center">Countries where data was collected</th>
<th align="center">Setting</th>
<th align="center">Study design (as stated by the authors)</th>
<th align="center">Data source</th>
<th align="center">Study period (start - end)</th>
<th align="center">Number of participants in the study</th>
<th align="center">Quality appraisal score (%)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Seitz [<xref ref-type="bibr" rid="B24">24</xref>]</td>
<td align="left">Argentina; Brazil; Chile; Colombia; Costa Rica; Ecuador; El Salvador, Guatemala; Mexico; Peru; Paraguay; Uruguay</td>
<td align="left">Country</td>
<td align="left">Observational</td>
<td align="left">Death certificates; national mortality data</td>
<td align="center">2016&#x2013;2018</td>
<td align="center">2994685</td>
<td align="center">83.3</td>
</tr>
<tr>
<td align="left">Furukawa [<xref ref-type="bibr" rid="B38">38</xref>]</td>
<td align="left">Brazil</td>
<td align="left">Region</td>
<td align="left">Ecological descriptive exploratory</td>
<td align="left">National mortality data</td>
<td align="center">2007&#x2013;2007</td>
<td align="center">5834</td>
<td align="center">70.8</td>
</tr>
<tr>
<td align="left">Leite [<xref ref-type="bibr" rid="B39">39</xref>]</td>
<td align="left">Brazil</td>
<td align="left">City</td>
<td align="left">Descriptive</td>
<td align="left">National mortality data</td>
<td align="center">2006&#x2013;2012</td>
<td align="center">63343</td>
<td align="center">58.3</td>
</tr>
<tr>
<td align="left">Lopes da Silva [<xref ref-type="bibr" rid="B37">37</xref>]</td>
<td align="left">Brazil</td>
<td align="left">Country</td>
<td align="left">Cross-sectional</td>
<td align="left">Death certificates</td>
<td align="center">2002&#x2013;2021</td>
<td align="center">3677415</td>
<td align="center">81.3</td>
</tr>
<tr>
<td align="left">Marcucci [<xref ref-type="bibr" rid="B35">35</xref>]</td>
<td align="left">Brazil</td>
<td align="left">City</td>
<td align="left">Descriptive</td>
<td align="left">National mortality data</td>
<td align="center">1996&#x2013;2010</td>
<td align="center">57768</td>
<td align="center">35.4</td>
</tr>
<tr>
<td align="left">Marcucci [<xref ref-type="bibr" rid="B36">36</xref>]</td>
<td align="left">Brazil</td>
<td align="left">Country</td>
<td align="left">Not reported</td>
<td align="left">National mortality data</td>
<td align="center">2002&#x2013;2013</td>
<td align="center">12974742</td>
<td align="center">68.8</td>
</tr>
<tr>
<td align="left">Dur&#xe1;n [<xref ref-type="bibr" rid="B40">40</xref>]</td>
<td align="left">Brazil; Chile; Peru</td>
<td align="left">Country</td>
<td align="left">Interrupted time series analysis</td>
<td align="left">National mortality data</td>
<td align="center">2019&#x2013;2021</td>
<td align="center">3753804</td>
<td align="center">58.3</td>
</tr>
<tr>
<td align="left">Browne [<xref ref-type="bibr" rid="B42">42</xref>]</td>
<td align="left">Chile</td>
<td align="left">Country</td>
<td align="left">Cross-sectional</td>
<td align="left">National mortality data</td>
<td align="center">1990&#x2013;2014</td>
<td align="center">2063615</td>
<td align="center">81.3</td>
</tr>
<tr>
<td align="left">Leiva [<xref ref-type="bibr" rid="B41">41</xref>]</td>
<td align="left">Chile</td>
<td align="left">Region</td>
<td align="left">Not reported</td>
<td align="left">Death certificates</td>
<td align="center">1990&#x2013;2003</td>
<td align="center">1102896</td>
<td align="center">58.3</td>
</tr>
<tr>
<td align="left">Paredes [<xref ref-type="bibr" rid="B43">43</xref>]</td>
<td align="left">Chile</td>
<td align="left">Country</td>
<td align="left">Time series study</td>
<td align="left">National mortality data</td>
<td align="center">1997&#x2013;2014</td>
<td align="center">1576306</td>
<td align="center">77.1</td>
</tr>
<tr>
<td align="left">C&#xe1;rdenas-Turanzas [<xref ref-type="bibr" rid="B12">12</xref>]</td>
<td align="left">Mexico</td>
<td align="left">Region</td>
<td align="left">Retrospective</td>
<td align="left">Death certificates</td>
<td align="center">2003&#x2013;2003</td>
<td align="center">10561</td>
<td align="center">75.0</td>
</tr>
<tr>
<td align="left">C&#xe1;rdenas-Turanzas [<xref ref-type="bibr" rid="B33">33</xref>]</td>
<td align="left">Mexico</td>
<td align="left">Region</td>
<td align="left">Retrospective</td>
<td align="left">Death certificates</td>
<td align="center">2002&#x2013;2004</td>
<td align="center">1948</td>
<td align="center">77.1</td>
</tr>
<tr>
<td align="left">C&#xe1;rdenas-Turanzas [<xref ref-type="bibr" rid="B25">25</xref>]</td>
<td align="left">Mexico</td>
<td align="left">Country</td>
<td align="left">Retrospective</td>
<td align="left">Mexican health and aging study</td>
<td align="center">2001&#x2013;2003</td>
<td align="center">473</td>
<td align="center">72.9</td>
</tr>
<tr>
<td align="left">Castillo-Guzm&#xe1;n [<xref ref-type="bibr" rid="B34">34</xref>]</td>
<td align="left">Mexico</td>
<td align="left">Country</td>
<td align="left">Not reported</td>
<td align="left">National mortality data</td>
<td align="center">1999&#x2013;2009</td>
<td align="center">5338322</td>
<td align="center">68.8</td>
</tr>
<tr>
<td align="left">Cohen [<xref ref-type="bibr" rid="B28">28</xref>]</td>
<td align="left">Mexico</td>
<td align="left">Country</td>
<td align="left">Cross-sectional</td>
<td align="left">Death certificates</td>
<td align="center">2008</td>
<td align="center">65812</td>
<td align="center">77.1</td>
</tr>
<tr>
<td align="left">Cohen [<xref ref-type="bibr" rid="B29">29</xref>]</td>
<td align="left">Mexico</td>
<td align="left">Country</td>
<td align="left">Population-level</td>
<td align="left">Death certificates</td>
<td align="center">2005&#x2013;2006</td>
<td align="center">27647</td>
<td align="center">72.9</td>
</tr>
<tr>
<td align="left">H&#xe5;kanson [<xref ref-type="bibr" rid="B31">31</xref>]</td>
<td align="left">Mexico</td>
<td align="left">Country</td>
<td align="left">Population-level</td>
<td align="left">Death certificates</td>
<td align="center">2008</td>
<td align="center">4653</td>
<td align="center">81.3</td>
</tr>
<tr>
<td align="left">Harding [<xref ref-type="bibr" rid="B32">32</xref>]</td>
<td align="left">Mexico</td>
<td align="left">Country</td>
<td align="left">Retrospective</td>
<td align="left">Death certificates</td>
<td align="center">2008</td>
<td align="center">5149</td>
<td align="center">79.2</td>
</tr>
<tr>
<td align="left">Moens [<xref ref-type="bibr" rid="B27">27</xref>]</td>
<td align="left">Mexico</td>
<td align="left">Country</td>
<td align="left">Not reported</td>
<td align="left">Death certificates</td>
<td align="center">2008</td>
<td align="center">1062</td>
<td align="center">81.3</td>
</tr>
<tr>
<td align="left">Pivodic [<xref ref-type="bibr" rid="B30">30</xref>]</td>
<td align="left">Mexico</td>
<td align="left">Country</td>
<td align="left">Not reported</td>
<td align="left">Death certificates</td>
<td align="center">2008</td>
<td align="center">131013</td>
<td align="center">81.3</td>
</tr>
<tr>
<td align="left">Reyniers [<xref ref-type="bibr" rid="B26">26</xref>]</td>
<td align="left">Mexico</td>
<td align="left">Country</td>
<td align="left">Not reported</td>
<td align="left">Death certificates</td>
<td align="center">2008</td>
<td align="center">2060</td>
<td align="center">81.3</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3-2">
<title>Place of Death</title>
<p>At the country level, hospitals were the most frequent PoD in Argentina (69.5%), Brazil (65.9%&#x2013;88.2%), Colombia (64.7%), Costa Rica (53.7%), Paraguay (58.6%), and Uruguay (53.6%). Regional analysis within Brazil further confirmed this trend [<xref ref-type="bibr" rid="B35">35</xref>, <xref ref-type="bibr" rid="B38">38</xref>, <xref ref-type="bibr" rid="B39">39</xref>]. In contrast, in Ecuador (48.9%), El Salvador (50.7%), and Guatemala (67.9%), home death was more common.</p>
<p>Two studies reported minimal differences (less than 5%) between hospital and home deaths in the general population in Mexico [<xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B25">25</xref>]. However, six national studies found that home deaths were more common among adults with cancer and chronic conditions [<xref ref-type="bibr" rid="B26">26</xref>&#x2013;<xref ref-type="bibr" rid="B30">30</xref>, <xref ref-type="bibr" rid="B34">34</xref>]. This trend was further supported by a study in Mexico City showing a higher prevalence of home deaths among adults aged 18 and older with cancer [<xref ref-type="bibr" rid="B12">12</xref>]. In contrast, two studies reported a higher prevalence of hospital deaths among children [<xref ref-type="bibr" rid="B31">31</xref>, <xref ref-type="bibr" rid="B34">34</xref>], a finding reinforced by a focused analysis conducted in Mexico City [<xref ref-type="bibr" rid="B33">33</xref>]. Additionally, one national study found that hospital deaths were more frequent among people living with HIV [<xref ref-type="bibr" rid="B32">32</xref>].</p>
<p>In Chile, two studies identified home as the most frequent PoD [<xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B40">40</xref>]. However, another study found a higher prevalence of in-hospital mortality among adults aged 85 and older. PoD for cancer patients was predominantly outside the hospital, with no substantial change in trend over the analyzed period [<xref ref-type="bibr" rid="B42">42</xref>]. Another study reported similar frequencies of hospital and home deaths, aligning with the national trend [<xref ref-type="bibr" rid="B43">43</xref>]. Data from a regional study in Chile observed a slight increase in hospital deaths, particularly among children and adults under 60 years old in this region. The authors of that study attributed this pattern to the limited availability of home-based care services in that area during the study period [<xref ref-type="bibr" rid="B41">41</xref>]. The results are shown in <xref ref-type="table" rid="T2">Table 2</xref>.</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Distribution of place of death by country, context, and population characteristics in Latin America (Latin America, 1990&#x2013;2021).</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">First author and year of publication</th>
<th align="center">Country and context of data collection</th>
<th align="center">Sample characteristics</th>
<th align="center">Additional study characteristics</th>
<th align="center">Home death (%)</th>
<th align="center">Hospital death (%)</th>
<th align="center">Other (%)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Seitz [<xref ref-type="bibr" rid="B24">24</xref>]</td>
<td align="left">Argentina<break/>Country</td>
<td align="left">&#x3e;1 year</td>
<td align="left">N/A</td>
<td align="center" style="background-color:#BBE1C7">22.9</td>
<td align="center" style="background-color:#FAA2A4">69.5</td>
<td align="center" style="background-color:#80C994">7.6</td>
</tr>
<tr>
<td align="left">Marcucci [<xref ref-type="bibr" rid="B35">35</xref>]</td>
<td align="left">Brazil<break/>City</td>
<td align="left">N/A</td>
<td align="left">1996</td>
<td align="center" style="background-color:#A1D7B0">16.1</td>
<td align="center" style="background-color:#F98E90">76.1</td>
<td align="center" style="background-color:#81CA95">7.9</td>
</tr>
<tr>
<td align="left">Marcucci [<xref ref-type="bibr" rid="B35">35</xref>]</td>
<td align="left">Brazil<break/>City</td>
<td align="left">N/A</td>
<td align="left">2010</td>
<td align="center" style="background-color:#A6D9B4">17.4</td>
<td align="center" style="background-color:#FA9496">74.1</td>
<td align="center" style="background-color:#84CB97">8.6</td>
</tr>
<tr>
<td align="left">Leite [<xref ref-type="bibr" rid="B39">39</xref>]</td>
<td align="left">Brazil<break/>City</td>
<td align="left">Cancer; &#x3e;60 years</td>
<td align="left">N/A</td>
<td align="center" style="background-color:#85CC99">9.0</td>
<td align="center" style="background-color:#F8696B">88.2</td>
<td align="center">N/A</td>
</tr>
<tr>
<td align="left">Furukawa [<xref ref-type="bibr" rid="B38">38</xref>]</td>
<td align="left">Brazil<break/>Region</td>
<td align="left">&#x3e;45 years</td>
<td align="left">N/A</td>
<td align="center" style="background-color:#CBE8D5">27.0</td>
<td align="center" style="background-color:#FA979A">73.0</td>
<td align="center" style="background-color:#63BE7B">0.0</td>
</tr>
<tr>
<td align="left">Lopes da Silva [<xref ref-type="bibr" rid="B37">37</xref>]</td>
<td align="left">Brazil<break/>Country</td>
<td align="left">&#x3e;20 years</td>
<td align="left">N/A</td>
<td align="center" style="background-color:#A7D9B6">17.7</td>
<td align="center" style="background-color:#F97B7D">82.3</td>
<td align="center">N/A</td>
</tr>
<tr>
<td align="left">Marcucci [<xref ref-type="bibr" rid="B36">36</xref>]</td>
<td align="left">Brazil<break/>Country</td>
<td align="left">&#x3e;60 years</td>
<td align="left">2002</td>
<td align="center" style="background-color:#BEE2C9">23.5</td>
<td align="center" style="background-color:#FAAAAD">66.7</td>
<td align="center" style="background-color:#68C080">1.5</td>
</tr>
<tr>
<td align="left">Marcucci [<xref ref-type="bibr" rid="B36">36</xref>]</td>
<td align="left">Brazil<break/>Country</td>
<td align="left">&#x3e;60 years</td>
<td align="left">2013</td>
<td align="center" style="background-color:#AFDDBD">19.8</td>
<td align="center" style="background-color:#FAAAAD">66.7</td>
<td align="center" style="background-color:#73C489">4.2</td>
</tr>
<tr>
<td align="left">Dur&#xe1;n [<xref ref-type="bibr" rid="B40">40</xref>]</td>
<td align="left">Brazil<break/>Country</td>
<td align="left">Malignant neoplasms</td>
<td align="left">N/A</td>
<td align="center" style="background-color:#ACDBBA">19.1</td>
<td align="center" style="background-color:#FA9092">75.4</td>
<td align="center" style="background-color:#78C68D">5.6</td>
</tr>
<tr>
<td align="left">Seitz [<xref ref-type="bibr" rid="B24">24</xref>]</td>
<td align="left">Brazil<break/>Country</td>
<td align="left">&#x3e;1 year</td>
<td align="left">N/A</td>
<td align="center" style="background-color:#B0DDBD">20.0</td>
<td align="center" style="background-color:#FAADAF">65.9</td>
<td align="center" style="background-color:#99D4AA">14.1</td>
</tr>
<tr>
<td align="left">Leiva [<xref ref-type="bibr" rid="B41">41</xref>]</td>
<td align="left">Chile<break/>Region</td>
<td align="left">Children</td>
<td align="left">Rest of the country</td>
<td align="center" style="background-color:#FCE7EA">46.6</td>
<td align="center" style="background-color:#FCEDEF">44.8</td>
<td align="center" style="background-color:#84CB97">8.6</td>
</tr>
<tr>
<td align="left">Leiva [<xref ref-type="bibr" rid="B41">41</xref>]</td>
<td align="left">Chile<break/>Region</td>
<td align="left">Children</td>
<td align="left">Sixth Region</td>
<td align="center" style="background-color:#FCEEF1">44.3</td>
<td align="center" style="background-color:#FCE9EC">46.0</td>
<td align="center" style="background-color:#88CD9B">9.7</td>
</tr>
<tr>
<td align="left">Browne [<xref ref-type="bibr" rid="B42">42</xref>]</td>
<td align="left">Chile<break/>Country</td>
<td align="left">&#x3e;1 year</td>
<td align="left">N/A</td>
<td align="center">N/A</td>
<td align="center" style="background-color:#FCF0F3">43.6</td>
<td align="center" style="background-color:#FBC9CC">56.4</td>
</tr>
<tr>
<td align="left">Paredes [<xref ref-type="bibr" rid="B43">43</xref>]</td>
<td align="left">Country</td>
<td align="left">&#x3e;1 year</td>
<td align="left">N/A</td>
<td align="center" style="background-color:#FCE8EB">46.2</td>
<td align="center" style="background-color:#FCEEF1">44.2</td>
<td align="center" style="background-color:#88CD9B">9.6</td>
</tr>
<tr>
<td align="left">Dur&#xe1;n [<xref ref-type="bibr" rid="B40">40</xref>]</td>
<td align="left">Chile<break/>Country</td>
<td align="left">Malignant neoplasms</td>
<td align="left">N/A</td>
<td align="center" style="background-color:#FCE5E7">47.4</td>
<td align="center" style="background-color:#FCEAED">45.6</td>
<td align="center" style="background-color:#7EC992">7.0</td>
</tr>
<tr>
<td align="left">Seitz [<xref ref-type="bibr" rid="B24">24</xref>]</td>
<td align="left">Chile<break/>Country</td>
<td align="left">&#x3e;1 year</td>
<td align="left">N/A</td>
<td align="center" style="background-color:#FCDEE1">49.7</td>
<td align="center" style="background-color:#FCFBFE">40.0</td>
<td align="center" style="background-color:#8BCE9D">10.4</td>
</tr>
<tr>
<td align="left">Seitz [<xref ref-type="bibr" rid="B24">24</xref>]</td>
<td align="left">Colombia<break/>Country</td>
<td align="left">&#x3e;1 year</td>
<td align="left">N/A</td>
<td align="center" style="background-color:#C9E7D3">26.5</td>
<td align="center" style="background-color:#FAB0B3">64.7</td>
<td align="center" style="background-color:#85CB98">8.8</td>
</tr>
<tr>
<td align="left">Seitz [<xref ref-type="bibr" rid="B24">24</xref>]</td>
<td align="left">Costa Rica<break/>Country</td>
<td align="left">&#x3e;1 year</td>
<td align="left">N/A</td>
<td align="center" style="background-color:#F2F8F6">37.1</td>
<td align="center" style="background-color:#FBD2D4">53.7</td>
<td align="center" style="background-color:#86CC99">9.2</td>
</tr>
<tr>
<td align="left">Seitz [<xref ref-type="bibr" rid="B24">24</xref>]</td>
<td align="left">Ecuador<break/>Country</td>
<td align="left">&#x3e;1 year</td>
<td align="left">N/A</td>
<td align="center" style="background-color:#FCE0E3">48.9</td>
<td align="center" style="background-color:#FCF2F5">42.9</td>
<td align="center" style="background-color:#82CA96">8.2</td>
</tr>
<tr>
<td align="left">Seitz [<xref ref-type="bibr" rid="B24">24</xref>]</td>
<td align="left">El Salvador<break/>Country</td>
<td align="left">&#x3e;1 year</td>
<td align="left">N/A</td>
<td align="center" style="background-color:#FCDBDD">50.7</td>
<td align="center" style="background-color:#ECF5F1">35.4</td>
<td align="center" style="background-color:#98D3A9">13.9</td>
</tr>
<tr>
<td align="left">Seitz [<xref ref-type="bibr" rid="B24">24</xref>]</td>
<td align="left">Guatemala<break/>Country</td>
<td align="left">&#x3e;1 year</td>
<td align="left">N/A</td>
<td align="center" style="background-color:#FAA7A9">67.9</td>
<td align="center" style="background-color:#B9E1C5">22.3</td>
<td align="center" style="background-color:#89CD9C">9.9</td>
</tr>
<tr>
<td align="left">C&#xe1;rdenas-Turanzas [<xref ref-type="bibr" rid="B12">12</xref>]</td>
<td align="left">Mexico<break/>Region</td>
<td align="left">&#x3e;18 years</td>
<td align="left">N/A</td>
<td align="center" style="background-color:#FBD1D3">54.0</td>
<td align="center" style="background-color:#FCE9EC">46.0</td>
<td align="center">N/A</td>
</tr>
<tr>
<td align="left">C&#xe1;rdenas-Turanzas [<xref ref-type="bibr" rid="B33">33</xref>]</td>
<td align="left">Mexico<break/>Region</td>
<td align="left">Children with cancer</td>
<td align="left">N/A</td>
<td align="center" style="background-color:#9DD5AD">15.0</td>
<td align="center" style="background-color:#F97375">85.0</td>
<td align="center">N/A</td>
</tr>
<tr>
<td align="left">C&#xe1;rdenas-Turanzas [<xref ref-type="bibr" rid="B25">25</xref>]</td>
<td align="left">Mexico<break/>Country</td>
<td align="left">Adults born before 1951</td>
<td align="left">N/A</td>
<td align="center" style="background-color:#FBD4D7">52.9</td>
<td align="center" style="background-color:#FCE6E8">47.1</td>
<td align="center">N/A</td>
</tr>
<tr>
<td align="left">Reyniers [<xref ref-type="bibr" rid="B26">26</xref>]</td>
<td align="left">Mexico<break/>Country</td>
<td align="left">Dementia-related deaths</td>
<td align="left">N/A</td>
<td align="center" style="background-color:#FAA3A5">69.3</td>
<td align="center" style="background-color:#C8E7D2">26.2</td>
<td align="center" style="background-color:#74C58A">4.5</td>
</tr>
<tr>
<td align="left">Moens [<xref ref-type="bibr" rid="B27">27</xref>]</td>
<td align="left">Mexico<break/>Country</td>
<td align="left">Parkinson&#x2019;s</td>
<td align="left">N/A</td>
<td align="center" style="background-color:#FA979A">73.0</td>
<td align="center" style="background-color:#C0E3CB">24.1</td>
<td align="center" style="background-color:#6EC284">2.9</td>
</tr>
<tr>
<td align="left">Cohen [<xref ref-type="bibr" rid="B28">28</xref>]</td>
<td align="left">Mexico<break/>Country</td>
<td align="left">Cancer</td>
<td align="left">N/A</td>
<td align="center" style="background-color:#FBC7C9">57.3</td>
<td align="center" style="background-color:#FCFBFE">39.9</td>
<td align="center" style="background-color:#6DC284">2.7</td>
</tr>
<tr>
<td align="left">Pivodic [<xref ref-type="bibr" rid="B30">30</xref>]</td>
<td align="left">Mexico<break/>Country</td>
<td align="left">&#x3e;1 year</td>
<td align="left">N/A</td>
<td align="center" style="background-color:#FBD4D6">53.0</td>
<td align="center" style="background-color:#FCEEF1">44.4</td>
<td align="center" style="background-color:#6DC284">2.7</td>
</tr>
<tr>
<td align="left">H&#xe5;kanson [<xref ref-type="bibr" rid="B31">31</xref>]</td>
<td align="left">Mexico<break/>Country</td>
<td align="left">&#x3e;1 year</td>
<td align="left">N/A</td>
<td align="center" style="background-color:#DDEFE4">31.7</td>
<td align="center" style="background-color:#FAAFB1">65.3</td>
<td align="center" style="background-color:#6EC285">3.0</td>
</tr>
<tr>
<td align="left">Cohen [<xref ref-type="bibr" rid="B29">29</xref>]</td>
<td align="left">Mexico<break/>Country</td>
<td align="left">Lung cancer and COPD</td>
<td align="left">COPD</td>
<td align="center" style="background-color:#FBCDCF">55.4</td>
<td align="center" style="background-color:#FCF6F9">41.8</td>
<td align="center" style="background-color:#6DC284">2.8</td>
</tr>
<tr>
<td align="left">Cohen [<xref ref-type="bibr" rid="B29">29</xref>]</td>
<td align="left">Mexico<break/>Country</td>
<td align="left">Lung cancer and COPD</td>
<td align="left">Lung cancer</td>
<td align="center" style="background-color:#FBC7CA">57.1</td>
<td align="center" style="background-color:#FCFBFE">40.1</td>
<td align="center" style="background-color:#6DC284">2.8</td>
</tr>
<tr>
<td align="left">Harding [<xref ref-type="bibr" rid="B32">32</xref>]</td>
<td align="left">Mexico<break/>Country</td>
<td align="left">HIV/AIDS</td>
<td align="left">N/A</td>
<td align="center" style="background-color:#C8E7D2">26.3</td>
<td align="center" style="background-color:#FA9DA0">71.0</td>
<td align="center" style="background-color:#6DC284">2.8</td>
</tr>
<tr>
<td align="left">Castillo-Guzm&#xe1;n [<xref ref-type="bibr" rid="B34">34</xref>]</td>
<td align="left">Mexico<break/>Country</td>
<td align="left">Cancer; &#x3e;85 years</td>
<td align="left">N/A</td>
<td align="center" style="background-color:#FBCCCE">55.7</td>
<td align="center" style="background-color:#FAFBFD">39.1</td>
<td align="center" style="background-color:#77C68C">5.3</td>
</tr>
<tr>
<td align="left">Seitz [<xref ref-type="bibr" rid="B24">24</xref>]</td>
<td align="left">Mexico<break/>Country</td>
<td align="left">&#x3e;1 year</td>
<td align="left">N/A</td>
<td align="center" style="background-color:#FCE6E9">47.0</td>
<td align="center" style="background-color:#FCEFF2">44.0</td>
<td align="center" style="background-color:#86CC99">9.1</td>
</tr>
<tr>
<td align="left">Seitz [<xref ref-type="bibr" rid="B24">24</xref>]</td>
<td align="left">Paraguay<break/>Country</td>
<td align="left">&#x3e;1 year</td>
<td align="left">N/A</td>
<td align="center" style="background-color:#D9EEE1">30.7</td>
<td align="center" style="background-color:#FBC3C5">58.6</td>
<td align="center" style="background-color:#8CCE9F">10.8</td>
</tr>
<tr>
<td align="left">Dur&#xe1;n [<xref ref-type="bibr" rid="B40">40</xref>]</td>
<td align="left">Peru<break/>Country</td>
<td align="left">Malignant neoplasms</td>
<td align="left">N/A</td>
<td align="center" style="background-color:#FCFAFD">40.2</td>
<td align="center" style="background-color:#FBCCCF">55.4</td>
<td align="center" style="background-color:#74C589">4.5</td>
</tr>
<tr>
<td align="left">Seitz [<xref ref-type="bibr" rid="B24">24</xref>]</td>
<td align="left">Peru<break/>Country</td>
<td align="left">&#x3e;1 year</td>
<td align="left">N/A</td>
<td align="center" style="background-color:#FCF2F5">43.0</td>
<td align="center" style="background-color:#FCE0E3">48.9</td>
<td align="center" style="background-color:#82CA96">8.1</td>
</tr>
<tr>
<td align="left">Seitz [<xref ref-type="bibr" rid="B24">24</xref>]</td>
<td align="left">Uruguay<break/>Country</td>
<td align="left">&#x3e;1 year</td>
<td align="left">N/A</td>
<td align="center" style="background-color:#FAFBFD">39.1</td>
<td align="center" style="background-color:#FBD2D5">53.6</td>
<td align="center" style="background-color:#7EC993">7.2</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>This table uses a heat map to highlight the distribution of PoD percentages across studies. Higher values appear in red to indicate more frequent PoD in that setting, while lower values appear in green for easy comparison between studies.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3-3">
<title>Associated Factors</title>
<p>Several individual-level and contextual factors were associated with PoD. Individual-level determinants included age, marital status, educational attainment, and cause of death, while contextual and health-system-related determinants included place of residence and access to services. <xref ref-type="table" rid="T3">Table 3</xref> summarizes these associations, their direction, and the quality of supporting evidence. A comprehensive synthesis of these factors, including direction and strength of association, statistical significance, number of supporting studies, and quality of evidence, is presented in <xref ref-type="table" rid="T4">Table 4</xref>.</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Factors associated with the place of death, according to the quality of evidence (Latin America, 1990&#x2013;2021).</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="left">Factor</th>
<th colspan="2" align="center">High quality of evidence</th>
<th colspan="2" align="center">Moderate quality of evidence</th>
</tr>
<tr>
<th align="center">Death more likely at</th>
<th align="center">Sources of evidence</th>
<th align="center">Death more likely</th>
<th align="center">Sources of evidence</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Older age<xref ref-type="table-fn" rid="Tfn1">
<sup>a</sup>
</xref>
</td>
<td align="left">Home</td>
<td align="center">[<xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B38">38</xref>, <xref ref-type="bibr" rid="B43">43</xref>]</td>
<td align="left">Home</td>
<td align="center">[<xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B42">42</xref>]</td>
</tr>
<tr>
<td align="left">Marital status</td>
<td align="left">Contradictory findings</td>
<td align="center">[<xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B43">43</xref>]</td>
<td align="left">Contradictory findings</td>
<td align="center">[<xref ref-type="bibr" rid="B36">36</xref>]</td>
</tr>
<tr>
<td align="left">Residence urban</td>
<td align="left">Contradictory findings</td>
<td align="center">[<xref ref-type="bibr" rid="B24">24</xref>]</td>
<td align="left">Contradictory findings</td>
<td align="center">[<xref ref-type="bibr" rid="B34">34</xref>]</td>
</tr>
<tr>
<td align="left">Non-cancer</td>
<td align="left">Home</td>
<td align="center">[<xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B31">31</xref>]</td>
<td align="left">&#x200b;</td>
<td align="center">&#x200b;</td>
</tr>
<tr>
<td align="left">Hematological malignancies<xref ref-type="table-fn" rid="Tfn2">
<sup>b</sup>
</xref>
</td>
<td align="left">Hospital</td>
<td align="center">[<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B33">33</xref>, <xref ref-type="bibr" rid="B34">34</xref>]</td>
<td align="left">&#x200b;</td>
<td align="center">&#x200b;</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="Tfn1">
<label>
<sup>a</sup>
</label>
<p>Overall, a higher age was associated to home death, although age cut points vary across studies.</p>
</fn>
<fn id="Tfn2">
<label>
<sup>b</sup>
</label>
<p>Primary Leukemia.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="T4" position="float">
<label>TABLE 4</label>
<caption>
<p>Individual-level and contextual determinants associated with place of death in Latin America (Latin America, 1990&#x2013;2021).</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Determinant</th>
<th align="center">Level</th>
<th align="center">Direction of association (home vs. hospital death)</th>
<th align="center">Strength of association (OR, 95% CI)</th>
<th align="center">Statistically significant</th>
<th align="center">Supporting studies (n)</th>
<th align="center">Quality of evidence</th>
<th align="center">References</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Age (older age)</td>
<td align="left">Individual</td>
<td align="left">Home death more likely</td>
<td align="left">OR range: 1.02&#x2013;7.62</td>
<td align="left">Yes</td>
<td align="center">6</td>
<td align="left">High</td>
<td align="center">[<xref ref-type="bibr" rid="B33">33</xref>, <xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B37">37</xref>&#x2013;<xref ref-type="bibr" rid="B39">39</xref>, <xref ref-type="bibr" rid="B41">41</xref>, <xref ref-type="bibr" rid="B42">42</xref>]</td>
</tr>
<tr>
<td align="left">Marital status &#x2013; Married vs. single</td>
<td align="left">Individual</td>
<td align="left">Contradictory</td>
<td align="left">OR range: 0.84&#x2013;1.15</td>
<td align="left">Yes</td>
<td align="center">3</td>
<td align="left">Moderate&#x2013;High</td>
<td align="center">[<xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B39">39</xref>, <xref ref-type="bibr" rid="B43">43</xref>]</td>
</tr>
<tr>
<td align="left">Marital status &#x2013; Widowed vs. married</td>
<td align="left">Individual</td>
<td align="left">Contradictory</td>
<td align="left">OR range: 0.93&#x2013;1.38</td>
<td align="left">Yes</td>
<td align="center">2</td>
<td align="left">Moderate</td>
<td align="center">[<xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B43">43</xref>]</td>
</tr>
<tr>
<td align="left">Educational level &#x2013; Low education</td>
<td align="left">Individual</td>
<td align="left">Home death more likely</td>
<td align="left">OR range: 1.07&#x2013;3.38</td>
<td align="left">Yes</td>
<td align="center">3</td>
<td align="left">High</td>
<td align="center">[<xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B38">38</xref>, <xref ref-type="bibr" rid="B43">43</xref>]</td>
</tr>
<tr>
<td align="left">Educational level &#x2013; Secondary or university</td>
<td align="left">Individual</td>
<td align="left">Hospital death more likely</td>
<td align="left">OR: 0.36</td>
<td align="left">Yes</td>
<td align="center">1</td>
<td align="left">Moderate</td>
<td align="center">[<xref ref-type="bibr" rid="B34">34</xref>]</td>
</tr>
<tr>
<td align="left">Cause of death &#x2013; Non-cancer conditions</td>
<td align="left">Individual</td>
<td align="left">Home death more likely</td>
<td align="left">Narrative</td>
<td align="left">Yes</td>
<td align="center">3</td>
<td align="left">High</td>
<td align="center">[<xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B31">31</xref>]</td>
</tr>
<tr>
<td align="left">Cause of death &#x2013; Solid tumors</td>
<td align="left">Individual</td>
<td align="left">Home death more likely</td>
<td align="left">Narrative</td>
<td align="left">Yes</td>
<td align="center">3</td>
<td align="left">High</td>
<td align="center">[<xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B31">31</xref>]</td>
</tr>
<tr>
<td align="left">Cause of death &#x2013; Hematological malignancies</td>
<td align="left">Individual</td>
<td align="left">Hospital death more likely</td>
<td align="left">Narrative</td>
<td align="left">Yes</td>
<td align="center">4</td>
<td align="left">High</td>
<td align="center">[<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B33">33</xref>, <xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B39">39</xref>]</td>
</tr>
<tr>
<td align="left">Children (pediatric deaths)</td>
<td align="left">Individual</td>
<td align="left">Hospital death more likely</td>
<td align="left">Narrative</td>
<td align="left">Yes</td>
<td align="center">3</td>
<td align="left">High</td>
<td align="center">[<xref ref-type="bibr" rid="B31">31</xref>, <xref ref-type="bibr" rid="B33">33</xref>, <xref ref-type="bibr" rid="B34">34</xref>]</td>
</tr>
<tr>
<td align="left">Rural residence</td>
<td align="left">Contextual/Health-system</td>
<td align="left">Home death more likely</td>
<td align="left">OR range: 1.39&#x2013;2.53</td>
<td align="left">Yes</td>
<td align="center">3</td>
<td align="left">High</td>
<td align="center">[<xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B43">43</xref>]</td>
</tr>
<tr>
<td align="left">Distance from major urban centers</td>
<td align="left">Contextual/Health-system</td>
<td align="left">Home death more likely</td>
<td align="left">OR &#x3d; 1.33</td>
<td align="left">Yes</td>
<td align="center">1</td>
<td align="left">Moderate</td>
<td align="center">[<xref ref-type="bibr" rid="B38">38</xref>]</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Direction of association indicates whether the determinant was associated with a higher likelihood of home or hospital death. Strength of association is reported as odds ratios (OR) using the range reported in the studies; when quantitative estimates were not provided, associations are reported narratively. Quality of evidence was assessed using a Strength of Recommendation Taxonomy (SORT)-based approach adapted for place-of-death studies. Associations are derived from observational population-level studies and should not be interpreted as causal.</p>
</fn>
<fn>
<p>Direction of association indicates whether the determinant was associated with a higher likelihood of home or hospital death. Quality of evidence was assessed using a Strength of Recommendation Taxonomy (SORT)-based approach adapted for place-of-death studies. Associations are derived from observational population-level studies and should not be interpreted as causal.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3-4">
<title>Age</title>
<p>Six studies found a positive association between advanced age and increased likelihood of home death. Specifically, studies found that being over 60 (OR &#x3d; 1.66; 95% CI &#x3d; 1.65&#x2013;1.67) [<xref ref-type="bibr" rid="B37">37</xref>], over 65 (OR &#x3d; 1.99; 95% CI &#x3d; 1.7&#x2013;2.33) [<xref ref-type="bibr" rid="B38">38</xref>], over 70 (OR &#x3d; 1.02; 95% CI &#x3d; 1.02&#x2013;1.02) [<xref ref-type="bibr" rid="B43">43</xref>], over 75 (OR &#x3d; 1.03; CI &#x3d; 95% &#x3d; 1.01&#x2013;1.05) [<xref ref-type="bibr" rid="B33">33</xref>], over 85 (OR &#x3d; 2.52; 95% CI &#x3d; 2.49&#x2013;2.55) [<xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B42">42</xref>] and over 90 (OR &#x3d; 7.62; 95% CI &#x3d; 7.30&#x2013;7.95) [<xref ref-type="bibr" rid="B39">39</xref>] were more likely to die at home. It is worth noting that most studies presented different reference points for age. Specific measures of association are reported in <xref ref-type="table" rid="T5">Table 5</xref>.</p>
<table-wrap id="T5" position="float">
<label>TABLE 5</label>
<caption>
<p>Age associated with the place of death (Latin America, 1990&#x2013;2021).</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">First author and year of publication</th>
<th align="center">Age threshold</th>
<th align="center">Odds ratio (OR)</th>
<th align="center">95% CI</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Lopes da Silva [<xref ref-type="bibr" rid="B37">37</xref>]</td>
<td align="left">&#x3e;60 years</td>
<td align="center">1.66</td>
<td align="center">1.65&#x2013;1.67</td>
</tr>
<tr>
<td align="left">Furukawa [<xref ref-type="bibr" rid="B38">38</xref>]</td>
<td align="left">&#x3e;65 years</td>
<td align="center">1.99</td>
<td align="center">1.70&#x2013;2.33</td>
</tr>
<tr>
<td align="left">Paredes [<xref ref-type="bibr" rid="B43">43</xref>]</td>
<td align="left">&#x3e;70 years</td>
<td align="center">1.02</td>
<td align="center">1.02&#x2013;1.02</td>
</tr>
<tr>
<td align="left">C&#xe1;rdenas-Turanzas [<xref ref-type="bibr" rid="B33">33</xref>]</td>
<td align="left">&#x3e;75 years</td>
<td align="center">1.03</td>
<td align="center">1.01&#x2013;1.05</td>
</tr>
<tr>
<td align="left">Castillo-Guzm&#xe1;n [<xref ref-type="bibr" rid="B34">34</xref>]</td>
<td align="left">&#x3e;85 years</td>
<td align="center">2.52</td>
<td align="center">2.49&#x2013;2.55</td>
</tr>
<tr>
<td align="left">Leite [<xref ref-type="bibr" rid="B39">39</xref>]</td>
<td align="left">&#x3e;90 years</td>
<td align="center">7.62</td>
<td align="center">7.30&#x2013;7.95</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3-5">
<title>Marital Status</title>
<p>The findings regarding marital status vary across the region. One study in Chile indicated that being married (OR &#x3d; 1.15; 95% CI &#x3d; 1.14&#x2013;1.16) and being widowed (OR &#x3d; 1.38; 95% CI &#x3d; 1.37&#x2013;1.40) had a higher likelihood of dying at home in comparison to single people [<xref ref-type="bibr" rid="B43">43</xref>]. However, when comparing being widowed to being married, being a widow was associated with a lower likelihood of home death (OR &#x3d; 0.93; 95% CI &#x3d; 0.89&#x2013;0.97). In contrast, another study in Brazil found that married people had a lower likelihood of dying at home (OR &#x3d; 0.84; 95% CI &#x3d; 0.77&#x2013;0.92) compared to those who were single [<xref ref-type="bibr" rid="B39">39</xref>]. A multicentric study compared eight Latin American countries, examining these associations using married individuals as the reference group, showed that being single, widowed, or divorced was consistently associated with a higher likelihood of home death in most countries studied [<xref ref-type="bibr" rid="B24">24</xref>]. The results of this multicenter study [<xref ref-type="bibr" rid="B24">24</xref>] are presented in <xref ref-type="table" rid="T6">Table 6</xref>.</p>
<table-wrap id="T6" position="float">
<label>TABLE 6</label>
<caption>
<p>Marital status as a factor for increased likelihood of home death [<xref ref-type="bibr" rid="B24">24</xref>], (Latin America, 2016&#x2013;2018).</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Country</th>
<th align="center">Divorced vs. Married<break/>Odds ratio (95% CI)</th>
<th align="center">Married vs. Single<break/>Odds ratio (95% CI)</th>
<th align="center">Single vs. Married<break/>Odds ratio (95% CI)</th>
<th align="center">Widowed vs. Married<break/>Odds ratio (95% CI)</th>
<th align="center">Widowed vs. Single<break/>Odds ratio (95% CI)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Brazil (2017)</td>
<td align="center">1.24 (1.21&#x2013;1.26)</td>
<td align="center">0.84 (0.77&#x2013;0.92)</td>
<td align="center">1.37 (1.35&#x2013;1.38)</td>
<td align="center">1.13 (1.12&#x2013;1.14)</td>
<td align="center">&#x200b;</td>
</tr>
<tr>
<td align="left">Chile (2016)</td>
<td align="center">&#x200b;</td>
<td align="center">1.15 (1.14&#x2013;1.16)</td>
<td align="center">&#x200b;</td>
<td align="center">0.93 (0.89&#x2013;0.97)</td>
<td align="center">1.38 (1.37&#x2013;1.40)</td>
</tr>
<tr>
<td align="left">Colombia (2017)</td>
<td align="center">1.22 (1.16&#x2013;1.28)</td>
<td align="center">&#x200b;</td>
<td align="center">1.29 (1.26&#x2013;1.33)</td>
<td align="center">1.18 (1.14&#x2013;1.21)</td>
<td align="center">&#x200b;</td>
</tr>
<tr>
<td align="left">El Salvador (2017)</td>
<td align="center">&#x200b;</td>
<td align="center">&#x200b;</td>
<td align="center">1.18 (1.12&#x2013;1.24)</td>
<td align="center">&#x200b;</td>
<td align="center">&#x200b;</td>
</tr>
<tr>
<td align="left">Mexico (2017)</td>
<td align="center">&#x200b;</td>
<td align="center">&#x200b;</td>
<td align="center">1.48 (1.46&#x2013;1.50)</td>
<td align="center">1.17 (1.16&#x2013;1.19)</td>
<td align="center">&#x200b;</td>
</tr>
<tr>
<td align="left">Paraguay (2017)</td>
<td align="center">&#x200b;</td>
<td align="center">&#x200b;</td>
<td align="center">1.24 (1.17&#x2013;1.24)</td>
<td align="center">1.22 (1.12&#x2013;1.32)</td>
<td align="center">&#x200b;</td>
</tr>
<tr>
<td align="left">Peru (2017)</td>
<td align="center">1.39 (1.25&#x2013;1.56)</td>
<td align="center">&#x200b;</td>
<td align="center">&#x200b;</td>
<td align="center">1.52 (1.45&#x2013;1.60)</td>
<td align="center">&#x200b;</td>
</tr>
<tr>
<td align="left">Uruguay (2018)</td>
<td align="center">&#x200b;</td>
<td align="center">&#x200b;</td>
<td align="center">&#x200b;</td>
<td align="center">1.2 (1.12&#x2013;1.28)</td>
<td align="center">&#x200b;</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3-6">
<title>Education</title>
<p>Lower educational level was consistently associated with a higher likelihood of home death. Specifically, no formal education (OR &#x3d; 3.38; 95% CI &#x3d; 3.35&#x2013;3.41) [<xref ref-type="bibr" rid="B37">37</xref>], less than 3&#xa0;years of schooling [<xref ref-type="bibr" rid="B38">38</xref>] (OR &#x3d; 1.7; 95%, CI &#x3d; 1.33&#x2013;2.18), or achieving only basic education (OR &#x3d; 1.07; 95% CI &#x3d; 1.06&#x2013;1.08) [<xref ref-type="bibr" rid="B43">43</xref>] were more likely to die at home. In line with these findings, individuals with either secondary (OR &#x3d; 0.36; 95% CI &#x3d; 0.35&#x2013;0.37) or university-level education (OR &#x3d; 0.38; 95% CI &#x3d; 0.37&#x2013;0.39) were less likely to die at home [<xref ref-type="bibr" rid="B34">34</xref>].</p>
</sec>
<sec id="s3-7">
<title>Place of Residence</title>
<p>Death in rural areas was generally more likely to occur at home, as reported in Colombia (OR &#x3d; 1.39; 95% CI &#x3d; 1.35&#x2013;1.43), Ecuador (OR &#x3d; 1.52; 95% CI &#x3d; 1.46&#x2013;1.58), and El Salvador (OR &#x3d; 2.53; 95% CI &#x3d; 2.42&#x2013;2.65) [<xref ref-type="bibr" rid="B24">24</xref>]. The same trend was confirmed in Mexico by three separate studies [<xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B43">43</xref>].</p>
<p>While not a direct indicator of urbanization, one study in Brazil found that residing in municipalities far from the main city in the region increases the likelihood of dying at home (OR &#x3d; 1.33; 95% CI &#x3d; 1.18&#x2013;1.50) compared to cities with a high rate of urbanization [<xref ref-type="bibr" rid="B38">38</xref>].</p>
</sec>
<sec id="s3-8">
<title>Cause of Death</title>
<p>The underlying cause of death was also associated with the PoD. Individuals with non-cancer conditions or with solid tumors were more likely to die at home. Three high-quality studies found it more likely to die at home if the cause of death was non-cancer; this was also observed in children [<xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B31">31</xref>]. In contrast, death due to hematological malignancies was consistently associated with a higher likelihood of hospital death, compared to those due to solid tumors [<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B33">33</xref>, <xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B39">39</xref>].</p>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<sec id="s4-1">
<title>Summary of Main Findings</title>
<p>This systematic review aimed to consolidate existing evidence on the PoD of people with chronic conditions in Latin America, shedding light on cultural, socioeconomic, and healthcare system factors that influence the PoD in the region. The PoD is a public health priority because it influences the quality of death and the costs to the healthcare system [<xref ref-type="bibr" rid="B2">2</xref>]. It also indirectly reflects how well a health system supports people&#x2019;s values and needs at the end of life. This systematic review included 21 peer-reviewed manuscripts on PoD in Latin America, of which 57% were deemed high-quality studies.</p>
<p>The evidence only includes 12 countries in the region, and the findings reveal that PoD trends vary significantly. For instance, hospital deaths are more frequent in Argentina, Colombia, Brazil, Costa Rica, and Uruguay. These countries often have more developed healthcare systems and more accessible hospital facilities in urban areas [<xref ref-type="bibr" rid="B44">44</xref>, <xref ref-type="bibr" rid="B45">45</xref>]. Conversely, for Ecuador, Mexico, El Salvador, and Guatemala, the most common site of death was at home. Cultural attitudes toward dying and death may significantly influence PoD; in some Latin American countries, there may be a strong cultural preference for dying at home surrounded by family, aligning with traditional values that emphasize familial support and care [<xref ref-type="bibr" rid="B46">46</xref>, <xref ref-type="bibr" rid="B47">47</xref>].</p>
</sec>
<sec id="s4-2">
<title>Factors Influencing Place of Death</title>
<p>This section delves on the sociodemographic factors that may be linked to PoD in this region. Given the socioeconomic context in many countries, these associations should be explored with an equity lens. Age was a consistent factor, with older individuals showing a higher chance of dying at home. These results align with existing literature [<xref ref-type="bibr" rid="B48">48</xref>], which suggests that older adults may be more likely to accept death at home and are often perceived as appropriate candidates for non-institutional end of life. Conversely, younger individuals, particularly children, often die in hospital settings [<xref ref-type="bibr" rid="B49">49</xref>]. This trend may reflect a tendency towards more aggressive life-extending treatments, frequently requiring hospitalization in the pediatric population [<xref ref-type="bibr" rid="B50">50</xref>]. A clinical consideration is the patient&#x2019;s performance status; children with advanced illnesses often require intensive medical support that may not be feasible at home due to limited resources. In such cases, hospitalization is seen as the only option for palliative care, especially in rural areas where geographic gaps in service coverage restrict access to home-based care, leading to urban migration in search of care [<xref ref-type="bibr" rid="B51">51</xref>]. As a result, despite families&#x2019; preferences for home death, hospital-based care becomes the only choice [<xref ref-type="bibr" rid="B52">52</xref>]. An additional contributing factor is the delayed integration of pediatric palliative care, resulting from systemic challenges such as limited availability of home-based services, a lack of trained personnel, and insufficient awareness among healthcare providers and families [<xref ref-type="bibr" rid="B53">53</xref>]. Trends in the PoD of children should be analyzed separately, because mortality is concentrated at the extremes of age. However, pediatric and adult deaths differ in underlying causes, care trajectories, and typical places of death.</p>
<p>Findings on marital status were heterogeneous across countries. For instance, in comparison with married people, being single or divorced is associated with increasing odds of home death [<xref ref-type="bibr" rid="B24">24</xref>]. Similarly, in Brazil, a study found that being married reduces the odds of dying at home in comparison with being single [<xref ref-type="bibr" rid="B39">39</xref>]. In Chile, being married or widowed increases the odds of dying at home, although widowed people had lower odds than those who were married [<xref ref-type="bibr" rid="B43">43</xref>]. This variability in the results may be attributed to other factors that interact with marital status, such as age, cultural background [<xref ref-type="bibr" rid="B54">54</xref>], and access to various resources, including informal care and community-based care [<xref ref-type="bibr" rid="B55">55</xref>]. This is especially relevant in Latin America, where multigenerational living arrangements and extended family support are common in many countries. Married individuals often reside in households that include spouses, children, and other relatives; this structure reinforces mutual care and family cohabitation [<xref ref-type="bibr" rid="B56">56</xref>]. Single individuals, especially those in rural areas or vulnerable situations, may live with relatives rather than alone due to economic and practical constraints [<xref ref-type="bibr" rid="B57">57</xref>]. Family networks often ensure that married older adults remain in their family homes or under the care of direct relatives rather than living alone or in institutions. In addition, widowed women in Latin America tend to reside with family members, such as adult children, due to cultural norms that prioritize family care [<xref ref-type="bibr" rid="B57">57</xref>].</p>
<p>A factor contributing to extended family involvement in end-of-life care is the sense of social obligation [<xref ref-type="bibr" rid="B47">47</xref>]. Family members, usually women, often assume caregiving roles, whether out of love for their relatives and a desire to give back for the care they once received, mainly when supporting aging parents. This sense of duty and emotional connection reinforces the tradition of family-centered care during the end of life [<xref ref-type="bibr" rid="B11">11</xref>]. Although extended families have historically been dominant in the region, social transitions such as urbanization, migration, and changes in cultural values are gradually increasing the number of people living alone, even among those previously married. We hypothesize that the civil status as recorded on the death certificate is an imperfect proxy for the deceased&#x2019;s living arrangements and does not reliably indicate whether the deceased lived alone or had access to informal or familial support networks [<xref ref-type="bibr" rid="B58">58</xref>].</p>
<p>Other factors, such as educational attainment and place of residence, were less studied and showed differences between countries. The level of education is often considered a proxy for socioeconomic status in research and policy analysis. Studies evaluating the effect of the educational level on PoD show that achieving only basic education is related to an increased probability of home death [<xref ref-type="bibr" rid="B24">24</xref>]. Conversely, people who had achieved preparatory or university-level education showed a decreased likelihood of dying at home [<xref ref-type="bibr" rid="B19">19</xref>]. This highlights an inverted social gradient in PoD that operates in the opposite direction to that observed in Western Europe and North America, where resources such as wealth, knowledge, and social connections are often utilized to facilitate dying at home. In contrast, in many Latin American countries, these same resources are leveraged to secure access to hospital care at the end of life, and a better ability to navigate complex medical systems. Access to resources and healthcare may mediate the relationship between education and PoD, with higher education potentially correlating with better access to institutional care; and, in contrast, lower education levels may align with limited access to healthcare facilities, making home death more common not by preference, but by circumstance, likely in the absence of adequate care provision [<xref ref-type="bibr" rid="B59">59</xref>].</p>
<p>Residence area was also deemed an influential factor, as residing in less populated or rural areas was associated with an increased likelihood of dying at home [<xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B38">38</xref>, <xref ref-type="bibr" rid="B43">43</xref>]. This trend is likely driven by limited access to health-related resources in rural areas [<xref ref-type="bibr" rid="B46">46</xref>] and not specifically a decision for home as PoD. Furthermore, these trends may reinforce lower health literacy in rural areas, limiting the knowledge of available services, the ability to navigate the healthcare system, or the means to afford costs [<xref ref-type="bibr" rid="B60">60</xref>], further reinforcing non-institutional deaths by default rather than by choice.</p>
<p>Both factors, level of education and place of residence, appear to be connected, as they are associated with limited access to healthcare resources and with lower household income, particularly among economically disadvantaged populations. A factor often overlooked in studies is family income, which can significantly influence healthcare access and decision-making. Additionally, informal healthcare expenses, such as out-of-pocket costs for medications, transportation, and home care, exacerbate disparities, disproportionately affecting low-income families, and limiting their ability to seek adequate medical care [<xref ref-type="bibr" rid="B61">61</xref>]. Data on the causes of death were scarce in the reviewed studies; therefore, future studies could place greater emphasis on the inclusion of diagnostic and comorbidities to better understand the context around the death as a consequence of a specific condition. Additionally, this lack of diagnostic detail limits the ability to compare the influence of specific health conditions on PoD.</p>
</sec>
<sec id="s4-3">
<title>Policy Implications and Future Research Priorities</title>
<p>Considering the influence that social factors have on end-of-life care, public policies should be strengthened to expand access to professional healthcare and proper death registration for the most socially vulnerable population. Underreporting and misclassification are more common in rural and underserved areas, particularly for deaths occurring outside of health facilities. The person responsible for certifying PoD varies depending on circumstances, ranging from hospital physicians to family members or civil authorities in the event of community deaths, which can affect data reliability [<xref ref-type="bibr" rid="B62">62</xref>]. These inconsistencies may introduce misclassification, selection bias, and urban&#x2013;rural disparities. For instance, between 15% and 20% of rural deaths in Colombia go unregistered in areas with limited healthcare access, a trend also reported in Mexico [<xref ref-type="bibr" rid="B63">63</xref>, <xref ref-type="bibr" rid="B64">64</xref>].</p>
<p>Additionally, the results regarding factors associated with PoD of people with chronic and HRS conditions suggest that PoD is a marker of unmet needs and social inequality. Thus, policy and investment should aim to transform the underlying factors that limit access to both institutional and home-based support, such as integrating palliative care into primary healthcare in rural and urban areas and creating caregiver support laws that address the burden of informal caregiving and promote trained and supported care.</p>
<p>Finally, there is a need to strengthen the evidence used for decision-making and research. Healthcare professionals should be properly trained to provide community-based end-of-life care, and research should opt to maintain standardized methodologies to minimize heterogeneity and facilitate meaningful cross-country comparisons. This includes developing or adapting indicators of quality of care and indicators to distinguish between planned home or institutional death, as well as possible consequences of a lack of access to resources or proper care. Additionally, it is essential to include intersectional data and underrepresented countries and populations to promote a more comprehensive understanding of PoD across Latin America&#x2019;s diverse sociocultural and healthcare contexts. Moreover, existing literature would benefit from including information on the place of care and PoD preference. In addition, longitudinal and qualitative research are also needed to capture the cultural and contextual nuances that influence PoD. These efforts will provide more accurate, equible and regionally relevant insights to inform policy and practice.</p>
</sec>
<sec id="s4-4">
<title>Limitations</title>
<p>This review has several limitations. The data reviewed and presented were not standardized or adjusted for inter-study comparisons, and several studies did not report having considered cofounding variables in their analyses. This may cause an overestimation of reported results. High heterogeneity between studies may diminish the ability to compare associations; therefore, accounting for generalization and causal inferences is not possible. Research in Latin America regarding end-of-life care could benefit from more replicable and transparent studies, as well as from a wider use of standardized and validated data collection tools.</p>
<p>On the other hand, the quality and completeness of CRVS systems across Latin America influence the accuracy and comparability of PoD data. Although death certificates served as the foundational source, national mortality datasets vary in how information is accessed, processed, and categorized. Variations in coding practices, inclusion criteria, and the classification of PoD may affect comparability across studies. While most countries require the inclusion of PoD in death certificates, the implementation and enforcement of these systems vary substantially. Countries such as Chile, Uruguay, and Costa Rica have relatively robust death registration systems, characterized by high data completeness. In contrast, other countries, including Honduras, Bolivia, and Guatemala, experience challenges related to underreporting [<xref ref-type="bibr" rid="B13">13</xref>]. Previous research has noted that the validity of PoD as an indicator of access to palliative care depends largely on the robustness of national CRVS systems [<xref ref-type="bibr" rid="B24">24</xref>].</p>
<p>The association between cause of death and PoD has been scarcely studied in the region. Most studies focused on a few countries, such as Brazil and Mexico, leaving many others underrepresented. As a result, the regional generalizability of the findings is limited. Nevertheless, these two countries account for more than half of Latin America&#x2019;s population, which may partially explain their overrepresentation in PoD studies. Most studies provided diagnostic information only for cancer-related deaths, preventing comparisons across other conditions (e.g., dementia or heart failure). Additionally, the analysis of sociodemographic factors such as age, education, and marital status was often conducted without adjustment for covariates or (potential) interactions between variables, which could lead to oversimplified interpretations of complex relationships and to incorrectly estimating the effect of an isolated factor.</p>
<p>Furthermore, most studies lacked data on modifiable determinants of PoD, such as timely access to health services, palliative care coverage, or availability of essential medications. These structural factors are crucial to understanding disparities in end-of-life care, but they are rarely captured in administrative datasets. Finally, the methodological rigor and data quality varied across studies. As the specific sample size and characteristics used in each study are not reported, results from these manuscripts should be interpreted with caution, as the pooled sample may include duplicated data. In addition, it is worth noting that the included data were collected from 1990 to 2021, a period that encompasses the COVID-19 pandemic. As this review does not account for temporal variability, future studies should include a time-series analysis to detect time-related influences on factors associated with PoD.</p>
</sec>
</sec>
<sec sec-type="conclusion" id="s5">
<title>Conclusion</title>
<p>PoD in Latin America exhibits significant variability in both distribution and associated factors. Hospitals were the predominant PoD in most of the included Latin American countries (6/12), while some report a higher frequency of home deaths (3/12) and others (3/12) show mixed results. This may reflect disparities in health system accessibility, cultural preferences, and resource availability. Factors such as age, education level, marital status, and cause of death influence PoD, yet the direction and magnitude of these associations vary across contexts. Other key determinants, such as residential settings, household income, informal care costs, and comorbidities, remain understudied and yield contradictory findings, necessitating further investigation to clarify their role in PoD. Moreover, mortality patterns and PoD among children differ considerably from those of adults; therefore, disaggregated analyses are necessary to ensure accurate interpretation and age-appropriate recommendations. Future research should consider these results to ensure more accurate analyses and targeted policy recommendations. Furthermore, studies should explore the preferred PoD and the factors associated with achieving it.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s6">
<title>Data Availability Statement</title>
<p>The original protocol can be found in PROSPERO (ID: CRD42024553349) <ext-link ext-link-type="uri" xlink:href="https://www.crd.york.ac.uk/PROSPERO/view/CRD42024553349">https://www.crd.york.ac.uk/PROSPERO/view/CRD42024553349</ext-link>. All data generated or analyzed during this study are included in this published article.</p>
</sec>
<sec sec-type="author-contributions" id="s7">
<title>Author Contributions</title>
<p>TP designed the work, all authors contributed to data collection and analysis, MC-N and AU-L were responsible for data interpretation and drafting the results. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec sec-type="disclaimer" id="s9">
<title>Author Disclaimer</title>
<p>The views and opinions expressed in this study are those of the authors and do not necessarily reflect the official policies or positions of the respective funding organizations.</p>
</sec>
<sec sec-type="COI-statement" id="s10">
<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="s11">
<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>
<ack>
<title>Acknowledgements</title>
<p>We want to thank Cochrane Argentina for guiding us in handling incomplete information and in calculating effect sizes for extracted data in a meta-analysis.</p>
</ack>
<sec sec-type="supplementary-material" id="s12">
<title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.ssph-journal.org/articles/10.3389/phrs.2026.1609006/full#supplementary-material">https://www.ssph-journal.org/articles/10.3389/phrs.2026.1609006/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Table1.docx" id="SM1" mimetype="application/docx" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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