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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Int J Public Health</journal-id>
<journal-title>International Journal of Public Health</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Int J Public Health</abbrev-journal-title>
<issn pub-type="epub">1661-8564</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1604835</article-id>
<article-id pub-id-type="doi">10.3389/ijph.2022.1604835</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Public Health Archive</subject>
<subj-group>
<subject>Original Article</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Psychological Distress, Anxiety, Depression, and Associated Factors Among Nigerian Healthcare Workers During COVID-19 Pandemic: A Cross-Sectional Study</article-title>
<alt-title alt-title-type="left-running-head">Ibigbami et al.</alt-title>
<alt-title alt-title-type="right-running-head">Psychological Distress among Healthcare Workers</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Ibigbami</surname>
<given-names>Olanrewaju Ibikunle</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<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/1485080"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Akinsulore</surname>
<given-names>Adesanmi</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>Opakunle</surname>
<given-names>Tolu</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Seun-Fadipe</surname>
<given-names>Champion</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1878315"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Oginni</surname>
<given-names>Olakunle Ayokunmi</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Okorie</surname>
<given-names>Victor Ogbonnaya</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1680231"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Oloniniyi</surname>
<given-names>Ibidunni</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Olibamoyo</surname>
<given-names>Olushola</given-names>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Aloba</surname>
<given-names>Olutayo Olubunmi</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Mapayi</surname>
<given-names>Boladale</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Adewuya</surname>
<given-names>Abiodun</given-names>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Mental Health</institution>, <institution>College of Health Sciences</institution>, <institution>Obafemi Awolowo University</institution>, <addr-line>Ile-Ife</addr-line>, <country>Nigeria</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Mental Health</institution>, <institution>Obafemi Awolowo University Teaching Hospitals Complex</institution>, <addr-line>Ile-Ife</addr-line>, <country>Nigeria</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>State Specialist Hospital, Asubiaro</institution>, <addr-line>Oshogbo</addr-line>, <country>Nigeria</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Leicestershire Partnership NHS Trust</institution>, <addr-line>Leicester</addr-line>, <country>United Kingdom</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Department of Agricultural Extension and Rural Development, Obafemi Awolowo University</institution>, <addr-line>Ile-Ife</addr-line>, <country>Nigeria</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>Department of Behavioural Medicine</institution>, <institution>Lagos State University College of Medicine</institution>, <addr-line>Lagos</addr-line>, <country>Nigeria</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/180719/overview">Franco Mascayano</ext-link>, New York State Psychiatric Institute (NYSPI), United States</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1183858/overview">Sarvodaya Tripathy</ext-link>, Independent Researcher, Lucknow, India</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1991762/overview">Zeyu Li</ext-link>, Fudan University, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Olanrewaju Ibikunle Ibigbami, <email>oibigbami@oauife.edu.ng</email>
</corresp>
<fn fn-type="other" id="fn001">
<p>This Original Article is part of the IJPH Special Issue &#x201c;The Impact of the COVID-19 Pandemic on Mental Health&#x201d;</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>17</day>
<month>11</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>67</volume>
<elocation-id>1604835</elocation-id>
<history>
<date date-type="received">
<day>14</day>
<month>02</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>24</day>
<month>10</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Ibigbami, Akinsulore, Opakunle, Seun-Fadipe, Oginni, Okorie, Oloniniyi, Olibamoyo, Aloba, Mapayi and Adewuya.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Ibigbami, Akinsulore, Opakunle, Seun-Fadipe, Oginni, Okorie, Oloniniyi, Olibamoyo, Aloba, Mapayi and Adewuya</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). 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.</p>
</license>
</permissions>
<abstract>
<p>
<bold>Objectives:</bold> We determined the prevalence of psychological distress, and the associations between sociodemographic factors, anxiety, depression, COVID-19-related experiences, and psychological distress, among nurses and doctors in Nigeria.</p>
<p>
<bold>Methods:</bold> The study was a cross-sectional descriptive study, conducted over a month (1st of July&#x2013;31st of July 2021) among 434 Health Care Workers (HCWs) [225 (51.8%) nurses and 209 (48.2%) doctors] from two tertiary health facilities in southwestern Nigeria. Binary logistic regression was carried out to determine the factors associated with psychological distress (dependent variable), while the independent variables were anxiety, depression, and COVID-19 experience-related factors.</p>
<p>
<bold>Results:</bold> The prevalence of moderate and severe psychological distress was 49.1% and 5.8%, respectively. Individuals who had the first degree had significantly lower odds (AOR: 0.43; <italic>p</italic> &#x3d; 0.037) of experiencing psychological distress while being a nurse (AOR: 2.03; <italic>p</italic> &#x3d; 0.014), higher levels of anxiety (1.28; <italic>p</italic> &#x3c; 0.001), and depression (AOR: 1.17; <italic>p</italic> &#x3d; 0.005) were associated with significantly higher odds of experiencing moderate to severe levels of psychological distress.</p>
<p>
<bold>Conclusion:</bold> There is a high level of psychological distress experienced by these health workers. Hence, they will benefit from strategies to reduce their distress.</p>
</abstract>
<kwd-group>
<kwd>psychological distress</kwd>
<kwd>nurses</kwd>
<kwd>doctors</kwd>
<kwd>COVID 19 pandemic</kwd>
<kwd>anxiety</kwd>
<kwd>depression</kwd>
<kwd>Nigeria</kwd>
</kwd-group>
<contract-sponsor id="cn001">Medical Research Council<named-content content-type="fundref-id">10.13039/501100000265</named-content>
</contract-sponsor>
<contract-sponsor id="cn002">UK Research and Innovation<named-content content-type="fundref-id">10.13039/100014013</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>The coronavirus disease 2019 (COVID-19) was declared a pandemic by the World Health Organization in March 2020. As of June 2022, more than 500 million people have been infected, with over 6.3 million deaths worldwide [<xref ref-type="bibr" rid="B1">1</xref>]. The pandemic has not only affected the physical health of individuals, but it has also had a tremendous impact on the psychosocial health of different populations and groups [<xref ref-type="bibr" rid="B2">2</xref>]. Specifically, it has disrupted healthcare services and caused substantial morbidity among healthcare personnel [<xref ref-type="bibr" rid="B3">3</xref>]. The COVID-19 pandemic has made healthcare workers (HCWs) more prone to psychosocial distress and other mental disorders [<xref ref-type="bibr" rid="B4">4</xref>]. This is because HCWs are besieged by psychosocial distress, fatigue, and occupational burnout [<xref ref-type="bibr" rid="B5">5</xref>].</p>
<p>In studies reported from different parts of the world including Africa, the prevalence of psychological distress among HCWs ranged from 27.3% to 80.7% [<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B6">6</xref>]. The figures are also expectedly high among Nigerian HCWs with rates ranging from 23.4% to 64.9% [<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B8">8</xref>].</p>
<p>The current COVID-19 pandemic has also been linked to many psychosocial problems including anxiety, depression, insomnia, exacerbations of mental illness, social isolation, feelings of helplessness, and neglect among HCWs [<xref ref-type="bibr" rid="B9">9</xref>] which are each associated with psychological distress. Specifically, the prevalence rates of anxiety and depression among HCWs during the COVID-19 pandemic ranged from 9.5 to 73.3%, and 12.5&#x2013;71.9%, respectively [<xref ref-type="bibr" rid="B10">10</xref>]. More so, the measures put in place to combat the pandemic have disrupted social connection and deterioration in the overall social capital and connectedness among HCWs [<xref ref-type="bibr" rid="B11">11</xref>].</p>
<p>Some of the work-related factors that are associated with psychological distress among HCWs include shortage of personal protective equipment, longer working hours, overwhelming workloads, inadequate organizational support, and a rising number of cases [<xref ref-type="bibr" rid="B12">12</xref>]. Other general pandemic-related factors include concerns about transmitting the infection to family members, exposure to the disease, widespread media coverage of the pandemic, social discrimination, social isolation, and vaccine hesitancy [<xref ref-type="bibr" rid="B13">13</xref>]. Given these challenges, HCWs face complicated decisions and work under extreme pressures that might also evoke ethical issues, such as situations of triage, lack of experience in treating critical illness, inadequate palliative care, and inability to support relatives of terminally ill patients adequately [<xref ref-type="bibr" rid="B14">14</xref>]. These challenges and conditions might amplify HCWs&#x2019; psychological distress [<xref ref-type="bibr" rid="B15">15</xref>].</p>
<p>There is still a paucity of data on psychological distress among HCWs in low-resource settings such as Nigeria. Therefore, this study aimed to access self-reported psychological distress and associated factors among a sample of Nigerian HCWs. Our specific objectives were 1) to determine the prevalence of psychological distress among the study subjects; 2) to determine the associations between psychological distress and sociodemographic factors, mental health status (anxiety and depression), COVID-19-related work experiences, and 3) identify factors independently associated with psychological distress among the study population. Our goal was to explore the theoretical framework proposed by Pearlin et al. [<xref ref-type="bibr" rid="B16">16</xref>] which posits that stress can arise from discrete events and the presence of continuous problems. Individual HCW&#x2019;s unique work experiences (discrete events) during this pandemic could have predisposed them to experience psychological distress, while the ongoing pandemic and its related life events (continuous problem) may have triggered significant psychological distress which may warrant requisite coping responses and targeted psychological intervention. We, therefore, hypothesized that there will be significant associations between COVID-19 related work experience, mental health status, and psychological distress among this sample of HCWs. Our findings will inform policymakers on the burden of psychosocial distress among Nigerian HCWs and may perhaps serve as an initial step at providing interventions to reduce this burden among them.</p>
</sec>
<sec sec-type="methods" id="s2">
<title>Methods</title>
<sec id="s2-1">
<title>Study Design and Participants</title>
<p>The study adopted a cross-sectional descriptive study design, conducted <italic>via</italic> self-administered questionnaires for the quantitative baseline data of a research initiative towards the development of a mobile-health intervention for reducing psychological distress among HCWs in Nigeria. The project (GECO Destress NG project) is a bi-centre study conducted in two tertiary hospitals in Southwestern Nigeria: Obafemi Awolowo University Teaching Hospital Complex (OAUTHC), Ile-Ife, and Lagos State University Teaching Hospital (LASUTH), Lagos. OAUTHC is in a semi-urban town of Ile-Ife, while LASUTH is in the metropolitan city of Lagos, Nigeria&#x2019;s commercial capital. The questionnaires were administered over the period of a month (1st of July&#x2013;31st of July).</p>
<p>The sample size for the study was estimated using the Kish&#x2019;s formula [<xref ref-type="bibr" rid="B17">17</xref>]: <italic>n</italic> &#x3d; z<sup>2</sup>p (1 &#x2212; p) &#xf7; d<sup>2</sup>; where n &#x3d; required sample size, z &#x3d; confidence level at 95% (standard value of 1.96), p &#x3d; estimated prevalence rate was 38.5% (proportion of healthcare workers with psychiatric morbidity) [<xref ref-type="bibr" rid="B18">18</xref>], and d &#x3d; margin of error at 5% (standard value of 0.05). We, therefore, estimated a minimum sample size of 364 respondents, and this was increased to 437 (20% added to make up for possible incomplete data).</p>
<p>A stratified random sampling method employing probability proportionate to size was used to recruit the study participants from each study site. In each hospital, only participants belonging to the medical and nursing professions were considered eligible to be included in the study. The OAUTHC is a Federal Government-owned tertiary hospital with 465 doctors and 887 nurses, while LASUTH is a State Government-owned tertiary hospital with 536 doctors and 987 nurses. The number of participants per profession from each study site was determined by proportional sampling to ensure equal representation from all the subgroups. Potential participants were randomly selected from the pool of eligible respondents across the two groups of health professionals from the nominal role by a table of random numbers, until the sample size is reached. Participants with severe mental or physical illness were excluded from the study, as participation may increase physical discomfort for those with severe physical illness while those with severe mental illness may not be able to give informed consent. These were clarified by asking directly from the respondents during the preliminary interactions with the respondents.</p>
</sec>
<sec id="s2-2">
<title>Measurement</title>
<sec id="s2-2-1">
<title>Sociodemographic and Self-Reported COVID-19 Related Experiences Questionnaire</title>
<p>The first section of the study instrument collected information on sociodemographic variables from the study participants which include age, sex (male, female), marital status (single, married, previously married), religion (Christianity, Islam, others), qualification (diploma, first degree, master&#x2019;s degree, fellowship) medical history (good health, poor health) history of COVID infection and others. We also inquired about COVID-19 related experiences. Specific questions include &#x201c;have you ever tested positive to COVID-19?&#x201d; (response: Yes or No); &#x201c;Have you had contact(s) with COVID-19 patients?&#x201d; (responses: never, rarely, sometimes, always); &#x201c;do you think that you have a history of exposure to the COVID-19 virus?&#x201d; (responses: Yes or No); &#x201c;Have any of your patients ever tested positive?&#x201d; (No, I don&#x2019;t know, yes); and &#x201c;Have you ever thought of resigning?&#x201d; (response: yes or no).</p>
</sec>
<sec id="s2-2-2">
<title>Kessler Psychological Distress Scale (K6):</title>
<p>The K6 is a 6-item instrument designed by Kessler et al. [<xref ref-type="bibr" rid="B19">19</xref>] to measure psychological distress. Each item relates to an emotional state or experiences during the past 30&#xa0;days, and it is rated on a 5 point Likert scale from &#x201c;none of the time (0)&#x201d; to &#x201c;all of the time (4)&#x201d;, yielding a minimum score of 0 and a maximum score of 24. Scores of 0&#x2013;4 indicated none-to-low distress, values of 5&#x2013;12 indicated moderate distress, and values of &#x2265;13 indicated severe psychological distress [<xref ref-type="bibr" rid="B20">20</xref>]. This scale has been proven to have cross-cultural reliability and validity [<xref ref-type="bibr" rid="B21">21</xref>]. For the binary logistic regression, the scores were dichotomized into &#x201c;0&#x201d; (none-low psychological distress) and &#x201c;1&#x201d; (moderate to severe psychological distress). The Cronbach&#x2019;s alpha for the scale in this population was 0.73.</p>
</sec>
<sec id="s2-2-3">
<title>The Patient Health Questionnaire (PHQ-9)</title>
<p>This is a 9-item self-rated tool widely used for screening, diagnosing, monitoring, and measuring the severity of depression, which is based on the nine criteria in the depression module of DSM-IV [<xref ref-type="bibr" rid="B22">22</xref>]. Each item explores depressive symptoms over the preceding two weeks, and each is rated from &#x201c;0&#x201d; (not at all) to &#x201c;3&#x201d; (nearly every day) based on severity, with a minimum global score of 0 and a maximum score of 27. PHQ-9 scores of 5, 10, 15, and 20 represented mild, moderate, moderately severe, and severe depression, respectively [<xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B23">23</xref>]. The Cronbach&#x2019;s alpha for the scale in the present sample was 0.83.</p>
</sec>
<sec id="s2-2-4">
<title>Generalized Anxiety Disorder Questionnaire (GAD-7)</title>
<p>This is a 7-item self-report scale developed by Spitzer et al. [<xref ref-type="bibr" rid="B24">24</xref>] used for screening, and severity assessment of anxiety disorder [<xref ref-type="bibr" rid="B24">24</xref>]. Items are rated on a 4-point Likert-type scale (0 &#x3d; not at all to 3 &#x3d; nearly every day), with scores ranging from 0 to 21 with higher scores indicating more severe GAD symptoms. It has been reported that scores of 5, 10, and 15 are the cut-off points for mild, moderate, and severe anxiety, respectively [<xref ref-type="bibr" rid="B23">23</xref>]. The Cronbach alpha for the scale in the study sample was 0.86.</p>
</sec>
</sec>
<sec id="s2-3">
<title>Statistical Analysis</title>
<p>Data were analyzed using the IBM-SPSS version 25 software for Windows. The data were summarized using descriptive statistics such as frequency distributions, proportions, and mean. Chi-square (&#x3c7;2) was used to compare the differences between dichotomous variables, while analysis of variance was used to compare mean scores across the categories of psychological distress. For the binary logistic regression model, the outcome (dependent) variable was psychological distress, while the explanatory (independent) variables were anxiety and depressive symptoms and work/COVID-19 experience related factors while sociodemographic variables were the confounders. Statistical significance was set at <italic>p</italic> &#x3c; 0.05 in all cases.</p>
</sec>
<sec id="s2-4">
<title>Ethical Consideration</title>
<p>Ethical approval for the research was obtained from the Ethics and Research Committees of OAUTHC and LASUTH. Furthermore, the study protocol was reviewed with a favorable ethical opinion by the Liverpool School of Tropical Medicine Research Ethics Committee. The researchers sought informed consent from participants, and confidentiality was maintained, as data was obtained and stored anonymously.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<p>A total of 434 health professionals participated in this study. Their ages ranged between 22 and 64&#xa0;years with a mean (SD) age of 37.4 (9.08) years. The subjects from the two study sites were; OAUTHC- 226 (52.1%) and LASUTH- 208 (47.9%). Across the professions, there were slightly more nurses (225 &#x3d; 51.8%), than doctors (209 &#x3d; 48.2%). A greater number of the sample were &#x201c;younger than 40&#xa0;years&#x201d; (274; 63.1%), female (291; 67.1%), married (322; 74.2%), and of the Christian faith (372; 85.7%). Most of them had a first degree (317; 73.0%) as their highest qualification, and self-reported having &#x201c;good health&#x201d; (397; 91.5%) according to their medical history. The prevalence of moderate and severe psychological distress was 49.1% and 5.8%, respectively, while the prevalence of &#x201c;moderate to severe&#x201d; anxiety and depression symptoms were 3.2% and 6.7%, respectively. A significantly greater proportion of the females (&#x3c7;<sup>2</sup> &#x3d; 11.82, <italic>p</italic> &#x3d; 0.003), nurses (&#x3c7;<sup>2</sup> &#x3d; 20.33, <italic>p</italic> &#x3c; 0.001) and respondents with first degree (&#x3c7;<sup>2</sup> &#x3d; 17.92, <italic>p</italic> &#x3d; 0.006) had experienced psychological distress compared to those who were male, doctors and those having lower academic qualifications respectively. Also, individuals who had &#x201c;moderate to severe&#x201d; levels of psychological distress had significantly higher levels of symptoms of anxiety (&#x3c7;<sup>2</sup> &#x3d; 49.47, <italic>p</italic> &#x3c; 0.001) and depression (&#x3c7;<sup>2</sup> &#x3d; 52.50, <italic>p</italic> &#x3c; 0.001). These are presented in <xref ref-type="table" rid="T1">Table 1</xref>.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Associations between sociodemographic factors, mental health status and psychological distress among health workers; total number (<italic>N</italic>) &#x3d; 434 (Ile-Ife and Ikeja, Nigeria. 2021).</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="3" align="left">Variable</th>
<th align="center">Total</th>
<th colspan="3" align="center">Psychological distress</th>
<th align="center">Statistics</th>
</tr>
<tr>
<th rowspan="2" align="center">N (%)/Mean (SD)</th>
<th align="center">None</th>
<th align="center">Moderate</th>
<th align="center">Severe</th>
<th rowspan="2" align="center">
<italic>x</italic>2 (p value)/F test (p value)</th>
</tr>
<tr>
<th align="center">
<italic>N</italic> &#x3d; 196 (45.2%)</th>
<th align="center">
<italic>N</italic> &#x3d; 213 (49.1%)</th>
<th align="center">
<italic>N</italic>&#x3d; 25 (5.8%)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td colspan="6" align="left">Age (in years)</td>
</tr>
<tr>
<td align="left">&#x2003;&#x3c;40</td>
<td align="center">274 (63.1)</td>
<td align="center">127 (64.8)</td>
<td align="center">131 (61.5)</td>
<td align="center">16 (64.0)</td>
<td rowspan="2" align="center">0.48 (0.785)</td>
</tr>
<tr>
<td align="left">&#x2003;&#x2265;40</td>
<td align="center">160 (36.9)</td>
<td align="center">69 (35.2)</td>
<td align="center">82 (38.5)</td>
<td align="center">9 (36.0)</td>
</tr>
<tr>
<td colspan="6" align="left">Sex</td>
</tr>
<tr>
<td align="left">&#x2003;Male</td>
<td align="center">143 (32.9)</td>
<td align="center">81 (41.3)</td>
<td align="center">57 (26.8)</td>
<td align="center">5 (20.0)</td>
<td rowspan="2" align="center">
<bold>11.82 (0.003)</bold>
</td>
</tr>
<tr>
<td align="left">&#x2003;Female</td>
<td align="center">291 (67.1)</td>
<td align="center">115 (58.7)</td>
<td align="center">156 (73.2)</td>
<td align="center">20 (80.0)</td>
</tr>
<tr>
<td colspan="6" align="left">Religion</td>
</tr>
<tr>
<td align="left">&#x2003;Christianity</td>
<td align="center">372 (85.7)</td>
<td align="center">165 (84.2)</td>
<td align="center">186 (87.3)</td>
<td align="center">21 (84.0)</td>
<td rowspan="3" align="center">1.65 (0.800)</td>
</tr>
<tr>
<td align="left">&#x2003;Islam</td>
<td align="center">59 (13.8)</td>
<td align="center">30 (15.3)</td>
<td align="center">25 (11.7)</td>
<td align="center">4 (16.0)</td>
</tr>
<tr>
<td align="left">&#x2003;Others</td>
<td align="center">3 (0.7)</td>
<td align="center">1 (0.5)</td>
<td align="center">2 (0.9)</td>
<td align="center">0 (0.0)</td>
</tr>
<tr>
<td colspan="6" align="left">Marital Status</td>
</tr>
<tr>
<td align="left">&#x2003;Single</td>
<td align="center">104 (24.0)</td>
<td align="center">50 (25.5)</td>
<td align="center">49 (23.0)</td>
<td align="center">5 (20.0)</td>
<td rowspan="3" align="center">1.25 (0.869)</td>
</tr>
<tr>
<td align="left">&#x2003;Married</td>
<td align="center">322 (74.2)</td>
<td align="center">143 (73.0)</td>
<td align="center">160 (75.1)</td>
<td align="center">19 (76.0)</td>
</tr>
<tr>
<td align="left">&#x2003;Previously married (Widowed/Divorced/Separated)</td>
<td align="center">8 (1.8)</td>
<td align="center">3 (1.5)</td>
<td align="center">4 (1.9)</td>
<td align="center">1 (4.0)</td>
</tr>
<tr>
<td colspan="6" align="left">Hospital Site</td>
</tr>
<tr>
<td align="left">&#x2003;OAUTHC</td>
<td align="center">226 (52.1)</td>
<td align="center">104 (53.1)</td>
<td align="center">113 (53.1)</td>
<td align="center">9 (36.0)</td>
<td rowspan="2" align="center">2.75 (0.253)</td>
</tr>
<tr>
<td align="left">&#x2003;LASUTH</td>
<td align="center">208 (47.9)</td>
<td align="center">92 (46.9)</td>
<td align="center">100 (46.9)</td>
<td align="center">16 (64.0)</td>
</tr>
<tr>
<td colspan="6" align="left">Profession</td>
</tr>
<tr>
<td align="left">&#x2003;Doctor</td>
<td align="center">209 (48.2)</td>
<td align="center">117 (59.7)</td>
<td align="center">85 (39.9)</td>
<td align="center">7 (28.0)</td>
<td rowspan="2" align="center">
<bold>20.33 (</bold>&#x3c; <bold>0.001)</bold>
</td>
</tr>
<tr>
<td align="left">&#x2003;Nurse</td>
<td align="center">225 (51.8)</td>
<td align="center">79 (40.3)</td>
<td align="center">128 (60.1)</td>
<td align="center">18 (72.0)</td>
</tr>
<tr>
<td colspan="6" align="left">Qualification</td>
</tr>
<tr>
<td align="left">&#x2003;Diploma</td>
<td align="center">49 (11.3)</td>
<td align="center">11 (5.6)</td>
<td align="center">32 (15.0)</td>
<td align="center">6 (24.0)</td>
<td rowspan="4" align="center">
<bold>17.92 (0.006)</bold>
</td>
</tr>
<tr>
<td align="left">&#x2003;First Degree</td>
<td align="center">317 (73.0)</td>
<td align="center">152 (77.6)</td>
<td align="center">148 (69.5)</td>
<td align="center">17 (68.0)</td>
</tr>
<tr>
<td align="left">&#x2003;Master&#x2019;s degree</td>
<td align="center">35 (8.1)</td>
<td align="center">13 (6.6)</td>
<td align="center">21 (9.9)</td>
<td align="center">1 (4.0)</td>
</tr>
<tr>
<td align="left">&#x2003;Fellowship</td>
<td align="center">33 (7.6)</td>
<td align="center">20 (10.2)</td>
<td align="center">12 (5.6)</td>
<td align="center">1 (4.0)</td>
</tr>
<tr>
<td colspan="6" align="left">Medical History</td>
</tr>
<tr>
<td align="left">&#x2003;Good Health</td>
<td align="center">397 (91.5)</td>
<td align="center">183 (46.1)</td>
<td align="center">193 (90.6)</td>
<td align="center">21 (84.0)</td>
<td rowspan="2" align="center">2.90 (0.235)</td>
</tr>
<tr>
<td align="left">&#x2003;Poor Health</td>
<td align="center">37 (8.5)</td>
<td align="center">13 (6.6)</td>
<td align="center">20 (9.4)</td>
<td align="center">4 (16.0)</td>
</tr>
<tr>
<td align="left">Anxiety</td>
<td align="center">2.30 (3.20)</td>
<td align="center">0.92 (1.73)</td>
<td align="center">3.17 (3.53)</td>
<td align="center">5.72 (3.97)</td>
<td align="center">
<bold>49.47 (&#x3c;0.001)</bold>
</td>
</tr>
<tr>
<td align="left">Depression</td>
<td align="center">2.96 (3.71)</td>
<td align="center">1.35 (2.03)</td>
<td align="center">3.93 (4.08)</td>
<td align="center">7.24 (4.40)</td>
<td align="center">
<bold>52.50 (&#x3c;0.001)</bold>
</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Bold values denote statistically significant values at <italic>p</italic>-value &#x003c;0.05.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>With regards to COVID-19 related factors, a total of 57 (13.1%) study participants had tested positive to COVID-19, while more than half (54.4%) admitted to having had contacts with COVID-19 positive patients &#x201c;sometimes&#x201d; (48.1%) or &#x201c;always&#x201d; (6.3%). More than 6 out of every 10 of the participants (297, 68.6%) thought that they had a history of exposure. A total of 294 (67.7%) of the study participants had had patients who tested positive for COVID-19 infection, while the majority of them (286, 65.9%) were worried that they will be infected. Participants who had experienced being avoided by family and friends, and thoughts of resigning were 125 (28.8%) and 48 (11.1%), respectively.</p>
<p>Most of the study participants (254, 58.5%) had received formal training on COVID-19. Those who were aware that their hospitals had a COVID-19 safety protocol, a triage protocol, and a response team were 395 (91.0%), 355 (81.8%), and 401 (92.4%), respectively. A significantly greater number of those who had; tested positive to COVID-19 (&#x3c7;<sup>2</sup> &#x3d; 7.52, <italic>p</italic> &#x3d; 0.027), admitted to having had a history of exposure (&#x3c7;<sup>2</sup> &#x3d; 10.26 <italic>p</italic> &#x3d; 0.006), had patients who had tested positive for COVID-19 (&#x3c7;<sup>2</sup> &#x3d; 13.22, <italic>p</italic> &#x3d; 0.010), had been worried about being infected (&#x3c7;<sup>2</sup> &#x3d; 13.73, <italic>p</italic> &#x3d; 0.001), had family and friends who avoided them (&#x3c7;<sup>2</sup> &#x3d; 13.03, <italic>p</italic> &#x3d; 0.001), and had experienced thoughts of resigning (&#x3c7;<sup>2</sup> &#x3d; 33.97, <italic>p</italic> &#x3c; 0.001) were found to have experienced moderate to severe levels psychological distress compared to those who did not have these experiences. These are presented in <xref ref-type="table" rid="T2">Table 2</xref> below.</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Association between COVID-19 related factors, mental health status and psychological distress among health workers; total number (<italic>N</italic>) &#x3d; 434 (Ile-Ife and Ikeja, Nigeria. 2021).</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="3" align="left">Variable</th>
<th align="center">Total</th>
<th colspan="3" align="center">Psychological distress</th>
<th align="center">Statistics</th>
</tr>
<tr>
<th rowspan="2" align="center">N (%)/Mean (SD)</th>
<th align="center">None</th>
<th align="center">Moderate</th>
<th align="center">Severe</th>
<th rowspan="2" align="center">x2 (p value)/F test (p value)</th>
</tr>
<tr>
<th align="center">N&#x3d; 196 (45.2%)</th>
<th align="center">N&#x3d; 213 (49.1%)</th>
<th align="center">N&#x3d; 25 (5.8%)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td colspan="6" align="left">Ever tested positive for COVID-19</td>
</tr>
<tr>
<td align="left">&#x2003;No</td>
<td align="center">377 (86.9)</td>
<td align="center">177 (90.3)</td>
<td align="center">182 (85.4)</td>
<td align="center">18 (72.0)</td>
<td rowspan="2" align="center">
<bold>7.52 (0.027)</bold>
</td>
</tr>
<tr>
<td align="left">&#x2003;Yes</td>
<td align="center">57 (13.1)</td>
<td align="center">19 (9.7)</td>
<td align="center">31 (14.6)</td>
<td align="center">7 (28.0)</td>
</tr>
<tr>
<td colspan="6" align="left">Contacts with confirmed COVID-19 patients</td>
</tr>
<tr>
<td align="left">&#x2003;Never/Rarely</td>
<td align="center">140 (32.3)</td>
<td align="center">72 (36.7)</td>
<td align="center">61 (28.6)</td>
<td align="center">7 (28.0)</td>
<td rowspan="2" align="center">3.28 (0.194)</td>
</tr>
<tr>
<td align="left">&#x2003;Sometimes/Always</td>
<td align="center">294 (67.7)</td>
<td align="center">124 (63.3)</td>
<td align="center">152 (71.4)</td>
<td align="center">18 (72.0)</td>
</tr>
<tr>
<td colspan="6" align="left">Previous exposure to COVID-19</td>
</tr>
<tr>
<td align="left">&#x2003;No</td>
<td align="center">136 (31.4)</td>
<td align="center">75 (38.3)</td>
<td align="center">58 (27.4)</td>
<td align="center">3 (12.0)</td>
<td rowspan="2" align="center">
<bold>10.26 (0.006)</bold>
</td>
</tr>
<tr>
<td align="left">&#x2003;Yes</td>
<td align="center">297 (68.6)</td>
<td align="center">121 (61.7)</td>
<td align="center">154 (72.6)</td>
<td align="center">22 (88.0)</td>
</tr>
<tr>
<td colspan="6" align="left">Any of your patients ever tested positive</td>
</tr>
<tr>
<td align="left">&#x2003;I don&#x2019;t know</td>
<td align="center">53 (12.2)</td>
<td align="center">31 (15.8)</td>
<td align="center">16 (7.5)</td>
<td align="center">6 (24.0)</td>
<td rowspan="3" align="center">
<bold>13.22 (0.010)</bold>
</td>
</tr>
<tr>
<td align="left">&#x2003;No</td>
<td align="center">87 (20.0)</td>
<td align="center">44 (22.4)</td>
<td align="center">41 (19.2)</td>
<td align="center">2 (8.0)</td>
</tr>
<tr>
<td align="left">&#x2003;Yes</td>
<td align="center">294 (67.7)</td>
<td align="center">121 (61.7)</td>
<td align="center">156 (53.1)</td>
<td align="center">17 (68.0)</td>
</tr>
<tr>
<td colspan="6" align="left">Being worried that you will be infected</td>
</tr>
<tr>
<td align="left">&#x2003;No</td>
<td align="center">148 (34.1)</td>
<td align="center">83 (42.3)</td>
<td align="center">62 (29.1)</td>
<td align="center">3 (12.0)</td>
<td rowspan="2" align="center">
<bold>13.73 (0.001)</bold>
</td>
</tr>
<tr>
<td align="left">&#x2003;Yes</td>
<td align="center">286 (65.9)</td>
<td align="center">113 (57.7)</td>
<td align="center">151 (70.9)</td>
<td align="center">22 (88.0)</td>
</tr>
<tr>
<td colspan="6" align="left">Family and friends avoided you</td>
</tr>
<tr>
<td align="left">&#x2003;No</td>
<td align="center">309 (71.2)</td>
<td align="center">155 (79.1)</td>
<td align="center">141 (66.2)</td>
<td align="center">13 (52.0)</td>
<td rowspan="2" align="center">
<bold>13.03 (0.001)</bold>
</td>
</tr>
<tr>
<td align="left">&#x2003;Yes</td>
<td align="center">125 (28.8)</td>
<td align="center">41 (20.9)</td>
<td align="center">72 (33.8)</td>
<td align="center">12 (48.0)</td>
</tr>
<tr>
<td colspan="6" align="left">Ever thought of resigning?</td>
</tr>
<tr>
<td align="left">&#x2003;No</td>
<td align="center">386 (88.9)</td>
<td align="center">188 (95.9)</td>
<td align="center">183 (85.9)</td>
<td align="center">15 (60.0)</td>
<td rowspan="2" align="center">
<bold>33.97 (&#x3c;0.001)</bold>
</td>
</tr>
<tr>
<td align="left">&#x2003;Yes</td>
<td align="center">48 (11.1)</td>
<td align="center">8 (4.1)</td>
<td align="center">30 (14.1)</td>
<td align="center">10 (40.0)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Bold values denote statistically significant values at <italic>p</italic>-value &#x003c;0.05.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>As shown in <xref ref-type="table" rid="T3">Table 3</xref>, having a first degree (AOR: 0.43; <italic>p</italic> &#x3d; 0.037) was associated with significantly lower odds of experiencing psychological distress. The factors associated with greater odds of experiencing moderate to severe levels of psychological distress include being a nurse (AOR: 2.03; <italic>p</italic> &#x3d; 0.014), higher levels of anxiety (1.28; <italic>p</italic> &#x3c; 0.001), and depression (AOR: 1.17; <italic>p</italic> &#x3d; 0.005).</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Binary logistic regression analysis to determine the association between psychological distress, sociodemographic variables, and COVID-19 related experiences among health workers in Nigeria; total number (<italic>N</italic>) &#x3d; 434 (Ile-Ife and Ikeja, Nigeria. 2021).</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Variables</th>
<th align="center">Psychological distress (reference- No distress) AOR (95% CI)</th>
<th align="center">
<italic>p</italic>-value</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td colspan="3" align="left">Sex</td>
</tr>
<tr>
<td align="left">&#x2003;Female (Ref- Male)</td>
<td align="center">1.26 (0.71&#x2013;2.20)</td>
<td align="char" char=".">0.430</td>
</tr>
<tr>
<td colspan="3" align="left">Profession</td>
</tr>
<tr>
<td align="left">&#x2003;Nurse (Ref- Doctor)</td>
<td align="center">2.03 (1.16&#x2013;3.55)</td>
<td align="char" char=".">
<bold>0.014</bold>
</td>
</tr>
<tr>
<td colspan="3" align="left">Qualification</td>
</tr>
<tr>
<td align="left">&#x2003;Diploma</td>
<td align="center">Reference</td>
<td align="left"/>
</tr>
<tr>
<td align="left">&#x2003;First Degree</td>
<td align="center">0.43 (0.19&#x2013;0.95)</td>
<td align="char" char=".">
<bold>0.037</bold>
</td>
</tr>
<tr>
<td align="left">&#x2003;Master&#x2019;s</td>
<td align="center">0.77 (0.26&#x2013;2.28)</td>
<td align="char" char=".">0.632</td>
</tr>
<tr>
<td align="left">&#x2003;Fellowship</td>
<td align="center">0.38 (0.12&#x2013;1.26)</td>
<td align="char" char=".">0.114</td>
</tr>
<tr>
<td align="left">Anxiety</td>
<td align="center">1.28 (1.12&#x2013;1.46)</td>
<td align="char" char=".">
<bold>&#x3c;0.001</bold>
</td>
</tr>
<tr>
<td align="left">Depression</td>
<td align="center">1.17 (1.05&#x2013;1.30)</td>
<td align="char" char=".">
<bold>0.005</bold>
</td>
</tr>
<tr>
<td colspan="3" align="left">Ever tested positive to COVID-19</td>
</tr>
<tr>
<td align="left">&#x2003;Yes (Ref: No)</td>
<td align="center">1.81 (0.89&#x2013;3.70)</td>
<td align="char" char=".">0.104</td>
</tr>
<tr>
<td colspan="3" align="left">History of exposure to COVID-19</td>
</tr>
<tr>
<td align="left">&#x2003;Yes (Ref: No)</td>
<td align="center">1.40 (0.82&#x2013;2.37)</td>
<td align="char" char=".">0.219</td>
</tr>
<tr>
<td colspan="3" align="left">Patient tested positive to COVID-19</td>
</tr>
<tr>
<td align="left">&#x2003;Yes (Ref: No)</td>
<td align="center">1.44 (0.87&#x2013;2.39)</td>
<td align="char" char=".">0.157</td>
</tr>
<tr>
<td colspan="3" align="left">Worried about getting infected with COVID-19</td>
</tr>
<tr>
<td align="left">&#x2003;Yes (Ref: No)</td>
<td align="center">1.13 (0.69&#x2013;1.86)</td>
<td align="char" char=".">0.625</td>
</tr>
<tr>
<td colspan="3" align="left">Thought of resigning</td>
</tr>
<tr>
<td align="left">&#x2003;Yes (Ref: No)</td>
<td align="center">2.17 (0.86&#x2013;5.46)</td>
<td align="char" char=".">0.102</td>
</tr>
<tr>
<td colspan="3" align="left">Families and friends avoiding contact</td>
</tr>
<tr>
<td align="left">&#x2003;Yes (Ref: No)</td>
<td align="center">1.39 (0.82&#x2013;2.38)</td>
<td align="char" char=".">0.220</td>
</tr>
<tr>
<td align="left">Cox &#x26; Snell R2</td>
<td align="center">0.273s</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Nagelkerke R2</td>
<td align="center">0.365</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Omnibus test of model coefficients</td>
<td align="center">137.58</td>
<td align="char" char=".">
<bold>&#x3c;0.001</bold>
</td>
</tr>
<tr>
<td align="left">Hosmer lemeshow test</td>
<td align="center">13.73</td>
<td align="char" char=".">0.089</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Bold values denote statistically significant values at <italic>p</italic>-value &#x003c;0.05.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>The present study found that 54.9% of healthcare workers who participated in the present study had moderate to high levels of psychological distress and this was significantly higher among those who were female, practiced as nurses, did not have postgraduate qualifications, and had high levels of depressive and anxiety symptoms. COVID-19- and work-related factors associated with psychological distress included testing positive for COVID-19 infection, self-reported exposure to COVID-19 positive patients, &#x201c;treating COVID-19 positive patients,&#x201d; &#x201c;worrying about getting infected with COVID-19,&#x201d; &#x201c;being avoided by family and friends,&#x201d; and &#x201c;considering the possibility of resigning.&#x201d; Of these, practicing as a nurse, lower academic qualifications, and experiencing higher depressive or anxiety symptoms were independently associated with psychological distress. These findings fully support our hypothesis.</p>
<p>The high rate of psychological distress found among healthcare workers in the present study is consistent with that found in Nigeria [<xref ref-type="bibr" rid="B7">7</xref>], in other low-and-middle-income countries [<xref ref-type="bibr" rid="B25">25</xref>] and high-income countries [<xref ref-type="bibr" rid="B26">26</xref>]. Our findings that the female subjects experience significantly higher levels of psychological distress is in keeping with previous studies that have explored gender differences in the general population [<xref ref-type="bibr" rid="B27">27</xref>], and the distress associated with the untoward experiences in response to the ongoing COVID-19 pandemic [<xref ref-type="bibr" rid="B28">28</xref>]. This has been reported among the general population and among populations of health workers in developed and developing countries. Women tend to experience more psychological distress because of role strain, work balance problems, lack of sufficient support systems, and unique challenges of pregnancy and motherhood [<xref ref-type="bibr" rid="B29">29</xref>]. While men could experience more disruptions than women in some aspects of their life [<xref ref-type="bibr" rid="B30">30</xref>], the overall experience of psychological distress has consistently been more among the women [<xref ref-type="bibr" rid="B28">28</xref>]. This may also reflect the higher vulnerability of women for internalizing problems [<xref ref-type="bibr" rid="B31">31</xref>] while men may be more likely to manifest distress with externalizing problems [<xref ref-type="bibr" rid="B32">32</xref>].</p>
<p>We also showed that being a nurse increased the likelihood of experiencing higher levels of psychological distress. This finding is similar to what has been reported by previous researchers [<xref ref-type="bibr" rid="B33">33</xref>], with nursing being described as an occupational factor in the experience of psychological distress during the pandemic [<xref ref-type="bibr" rid="B34">34</xref>]. The work experience of nurses in these settings might be more unfavorable compared with that of doctors. Generally, in Nigeria, HCWs are grossly underpaid, overworked, and being made to work under extreme conditions of inadequate infrastructure and motivation, making their work experience to be untoward. This has triggered an increase in the number of these professionals who are migrating out of the country to greener pastures [<xref ref-type="bibr" rid="B35">35</xref>]. Particularly, nurses have felt this impact more with studies showing their dissatisfaction with their work conditions. Despite the ongoing pandemic, the number of these highly skilled professions that are emigrating to Europe and America from Nigeria has continued to rise.</p>
<p>Higher academic qualifications may indicate a better capacity to cope with stress either from having undergone rigorous academic activities [<xref ref-type="bibr" rid="B36">36</xref>] or the consequent higher socio-economic status which might result in more educated individuals having better financial resources to cope with the stress of the pandemic. For example, at the beginning of the pandemic, healthcare staff had to individually purchase their personal protective equipment (PPE) when these are not adequately provided by the government [<xref ref-type="bibr" rid="B37">37</xref>]. Having just a diploma suggests that the health worker is a junior staff. Junior staff earn lesser income and must continue to function optimally despite the risks associated with the pandemic. This lesser pay and more work could have translated to a greater experience of psychological distress.</p>
<p>Our findings that the experience of anxiety and depression (which could both be psychological responses to untoward life events) were associated with higher levels of psychological distress among these HCWs is similar to findings from previous studies [<xref ref-type="bibr" rid="B38">38</xref>]. One possibility is that psychological distress and depressive and anxiety symptoms are jointly influenced by an underlying vulnerability [<xref ref-type="bibr" rid="B31">31</xref>]. Depressive and anxiety symptoms may also be later manifestations of severe psychological distress [<xref ref-type="bibr" rid="B39">39</xref>], although in this case, the strength of the associations between psychological distress and depressive/anxiety symptoms would be expected to be higher than those found in the present study. When individuals experience stressful life events (like this pandemic), the experience triggers off a cascade of coping responses which help to ameliorate the impact of the experience and forestall a breakdown of the individual&#x2019;s mental health. However, when the coping mechanisms are overwhelmed, these could result in internalizing symptoms like anxiety or depression. These symptoms are expressed in the form of psychological distress [<xref ref-type="bibr" rid="B40">40</xref>]. Among HCWs, there is significant work-related stress. The ongoing pandemic has added to this stressful experience. In LAMICs like Nigeria, the pandemic-related stress factors include shortages of personal protective equipment, fear of getting infected, poor remuneration, and non-payment of allowances [<xref ref-type="bibr" rid="B41">41</xref>]. All these could have negatively impacted the morale of these professionals resulting in their experience of significant psychological distress.</p>
<p>Testing positive to the virus was also found to be significantly associated with psychological distress. This is in keeping with previous studies conducted among the general population and populations of frontline workers like HCWs [<xref ref-type="bibr" rid="B42">42</xref>]. These individuals are at increased risk of being infected due to work-related exposures. Currently, there is no cure for the virus worldwide. There is also a significant risk of mortality and long-term physical morbidities which do not have a clear definition of their extent. Hence, individuals who test positive for the virus, especially HCWs who would have more knowledge about the nature of the virus are likely to experience more psychological distress. Similarly, those who have had a history of exposure or having contact with patients who have tested positive for the virus will also experience psychological distress.</p>
<p>We also found out that persons who were worried about being infected had significantly higher levels of psychological distress. There is an association between worry and anxiety. Anxiety is fearful apprehension or appraisal of the potential of danger or threat to oneself. Individuals who are worried about a situation are more likely to experience psychological distress about that situation.</p>
<p>Consistent with prior research, specific COVID-19-related factors such as worry about infection, actual exposure to persons with COVID-19, and testing positive for COVID-19 were associated with higher psychological distress [<xref ref-type="bibr" rid="B43">43</xref>]. These associations have also been linked to worry about infecting family members, medical complications of infection, and possibly fatal outcomes [<xref ref-type="bibr" rid="B44">44</xref>]. This was more so considering repeated reports of healthcare providers dying from COVID-19-related morbidity [<xref ref-type="bibr" rid="B45">45</xref>] possibly acquired in the context of providing healthcare. The latter observation is consistent with our finding that treating patients with COVID-19 was significantly associated with higher psychological distress. A further correlate of psychological distress among healthcare workers in our study was stigma in the broader social context. Stigma has been previously demonstrated as a risk factor for psychological distress [<xref ref-type="bibr" rid="B46">46</xref>], however, our study suggests that COVID-19-related stigma is a further risk indicator for psychological distress and other adverse mental health outcomes among healthcare workers in Nigeria. A possible explanation for the higher rate of psychological distress among nurses in the present study compared to doctors is the longer contact time they have with patients especially for nurses who practice in in-patient rather than out-patient contexts [<xref ref-type="bibr" rid="B47">47</xref>], although this was not specifically assessed in the present study.</p>
<p>Having a first degree was found to be associated with low psychological distress compared to having a diploma. Within this population, individuals who have a first degree are more likely going to be either doctors or senior nurses. Their status puts them at a higher socioeconomic pedestal, with access to more finance, and other resources to meet their needs. This is likely to reduce their experience of psychological distress because access to finance and other resources has been found to reduce the stress associated with traumatic life events like the pandemic.</p>
<p>Our study has also shown that being a nurse increased the odds of experiencing psychological distress. This is in keeping with other studies [<xref ref-type="bibr" rid="B48">48</xref>]. The practice of nursing entails that the staff nurse spends more time in contact with the patients on admission [<xref ref-type="bibr" rid="B40">40</xref>]. This puts them more at risk of being infected. We could not find any significant association between gender and psychological distress. This shows that it is not the gender (most nurses are females), but the profession that might explain the experience of psychological distress. Our study has shown that both anxiety and depression are associated with psychological distress. This is in keeping with findings among populations of HCWs in other climes and the general population [<xref ref-type="bibr" rid="B40">40</xref>]. Globally, the world has witnessed at least four major waves of an upsurge in the rate of infection. More variants of the initial virus have also been identified. Despite the disbursement of vaccines, there had been a need to continue the already prescribed preventive measures for reducing the spread of the virus. With no end in sight to the pandemic, HCWs who are front liners in the fight against the virus are more likely to experience subjective feelings of apprehension, helplessness, and eventual burnout [<xref ref-type="bibr" rid="B49">49</xref>]. High levels of anxiety could reduce performance, while feelings of depression could be accompanied by disinterest and a general lack of the drive to perform optimally. All these will reduce the overall output of the health workers and a reduction in their performance which will induce work-related distress, keeping them in a vicious cycle of poor mental health and underproductivity.</p>
<p>The strength of our study lies in the fact that this is the first study multicenter study in Nigeria to explore psychological distress among health workers. The sample size is also robust enough to justify our findings. We also used standardized instruments to measure psychological distress and other variables that were assessed in this study. We acknowledge some limitations. Firstly, the study adopted a cross-sectional descriptive design which makes it difficult for us to infer a direct causal relationship between psychological distress and the other attributes measured. Secondly, the study participants were also asked to recount their past experiences during the pandemic. Individual bias or inexact recall might influence their accounts. Thirdly, we also limited our research to only doctors and nurses; other health professionals were not included. We limited our research to this population because these are the leading clinical staff, who directly attend to patients. We also did not explore differences in the subspecialties of the respondents, or their duty post differences, for instance, in-patient/out-patient post for nurses. However, these do not negate our findings as the process for obtaining the informed consent was detailed and allowed only participants who were willing to volunteer information to freely participate in the research.</p>
<sec id="s4-1">
<title>Conclusion</title>
<p>There is a high level of psychological distress experienced by these HCWs during the ongoing pandemic. The high level of psychological distress is associated with being a nurse and experiencing symptoms of anxiety and depression. This shows that this population of HCWs will benefit from strategies to improve their wellbeing and their professional competence. This justifies the need for the development of an innovative, culturally sensitive, cost-effective, and evidence-based treatment model for the psychological distress experienced by these HCWs.</p>
</sec>
</sec>
</body>
<back>
<sec id="s5">
<title>Ethics Statement</title>
<p>The studies involving human participants were reviewed and approved by the Ethics and Research Committees, Obafemi Awolowo University Teaching Hospital Complex Ethics and Research Committees of Lagos State University Teaching Hospital. Ethical opinion was obtained from the Liverpool School of Tropical Medicine Research Ethics Committee. The patients/participants provided their written informed consent to participate in this study.</p>
</sec>
<sec id="s6">
<title>Author Contributions</title>
<p>AdA and OI conceptualized and designed the study. OI, TO, and CS-F drafted the initial manuscript. OI managed the data for the study and conducted the data analysis. OAO, VO, IO, OO, OA, BM, and AbA, contributed extensively to the design of the study, reviewed, and revised the manuscript for important intellectual content. All authors contributed to data collection and agreed to read, and approved the final manuscript.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>The MRC and UKRI jointly funded this research as one of the Global Efforts on COVID-19 grant number MR/V030817/1. The funders had no role in the study design and collection, analysis, and interpretation of the results.</p>
</sec>
<sec sec-type="COI-statement" id="s8">
<title>Conflict of Interest</title>
<p>The authors declare that they do not have any conflicts of interest.</p>
</sec>
<sec id="s9">
<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/ijph.2022.1604835/full#supplementary-material">https://www.ssph-journal.org/articles/10.3389/ijph.2022.1604835/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.CSV" id="SM1" mimetype="application/CSV" xmlns:xlink="http://www.w3.org/1999/xlink"/>
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