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  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">ojpsych</journal-id>
      <journal-title-group>
        <journal-title>Open Journal of Psychiatry</journal-title>
      </journal-title-group>
      <issn pub-type="epub">2161-7333</issn>
      <issn pub-type="ppub">2161-7325</issn>
      <publisher>
        <publisher-name>Scientific Research Publishing</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.4236/ojpsych.2026.162006</article-id>
      <article-id pub-id-type="publisher-id">ojpsych-149293</article-id>
      <article-categories>
        <subj-group>
          <subject>Article</subject>
        </subj-group>
        <subj-group>
          <subject>Biomedical</subject>
          <subject>Life Sciences</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>The Impact of the COVID-19 Pandemic on the Mental Health of Frontline Healthcare Professionals in Mali: A Cross-Sectional Study</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">0000-0002-5578-5154</contrib-id>
          <name name-style="western">
            <surname>Coulibaly</surname>
            <given-names>Souleymane Papa</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Touré</surname>
            <given-names>Bamiki</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Traoré</surname>
            <given-names>Adama A.</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Diallo</surname>
            <given-names>Idiatou</given-names>
          </name>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">0009-0009-8218-650X</contrib-id>
          <name name-style="western">
            <surname>Dabo</surname>
            <given-names>Garan</given-names>
          </name>
          <xref ref-type="aff" rid="aff2">2</xref>
          <xref ref-type="aff" rid="aff4">4</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Dara</surname>
            <given-names>Apérou dit Eloi</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Traoré</surname>
            <given-names>Kadiatou</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Maïga</surname>
            <given-names>Boubacar H.</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Traoré</surname>
            <given-names>Joseph</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Koné</surname>
            <given-names>Mahamadou</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Kamaté</surname>
            <given-names>Zoua</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">0000-0002-4234-3488</contrib-id>
          <name name-style="western">
            <surname>Dolo</surname>
            <given-names>Housseini</given-names>
          </name>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Coulibaly</surname>
            <given-names>Souleymane</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Maïga</surname>
            <given-names>Youssoufa M.</given-names>
          </name>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
      </contrib-group>
      <aff id="aff1"><label>1</label> Department of Psychiatry, Point G University Hospital Center, Bamako, Mali </aff>
      <aff id="aff2"><label>2</label> Faculty of Medicine and Odontostomatology (FMOS), University of Sciences, Techniques and Technologies of Bamako (USTTB), Bamako, Mali </aff>
      <aff id="aff3"><label>3</label> Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, USA </aff>
      <aff id="aff4"><label>4</label> Department of Infectious and Tropical Diseases, Hôpital du Mali, Bamako, Mali </aff>
      <author-notes>
        <fn fn-type="conflict" id="fn-conflict">
          <p>The authors declare no conflicts of interest regarding the publication of this paper.</p>
        </fn>
      </author-notes>
      <pub-date pub-type="epub">
        <day>10</day>
        <month>04</month>
        <year>2026</year>
      </pub-date>
      <pub-date pub-type="collection">
        <month>04</month>
        <year>2026</year>
      </pub-date>
      <volume>16</volume>
      <issue>02</issue>
      <fpage>71</fpage>
      <lpage>84</lpage>
      <history>
        <date date-type="received">
          <day>19</day>
          <month>12</month>
          <year>2025</year>
        </date>
        <date date-type="accepted">
          <day>30</day>
          <month>01</month>
          <year>2026</year>
        </date>
        <date date-type="published">
          <day>02</day>
          <month>02</month>
          <year>2026</year>
        </date>
      </history>
      <permissions>
        <copyright-statement>© 2026 by the authors and Scientific Research Publishing Inc.</copyright-statement>
        <copyright-year>2026</copyright-year>
        <license license-type="open-access">
          <license-p> This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license ( <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">https://creativecommons.org/licenses/by/4.0/</ext-link> ). </license-p>
        </license>
      </permissions>
      <self-uri content-type="doi" xlink:href="https://doi.org/10.4236/ojpsych.2026.162006">https://doi.org/10.4236/ojpsych.2026.162006</self-uri>
      <abstract>
        <p><bold>Introduction:</bold> The consequences of the pandemic on the mental health of healthcare professionals in West Africa, particularly in Mali, are poorly documented. This study aimed to assess the mental health status of healthcare workers in Mali during the COVID-19 pandemic. <bold>Methods:</bold>A cross-sectional survey was conducted among 218 healthcare workers. Data were collected on socio-demographic characteristics, vaccination status against SARS-CoV-2, working hours, and mental health indicators (<italic>i</italic>.<italic>e</italic>., stress, anxiety, depression, and post-traumatic stress) using validated scales. Measures of central tendency and dispersion were calculated for quantitative variables. Percentages were calculated for categorical variables. <bold>Results:</bold> The sample consisted of 55.0% male participants with an average age of 31.8 ± 7.9 years. The majority of respondents (28.4%) were health technicians or nurses. A total of 61.5% of the respondents indicated that they had received the vaccination against the novel coronavirus. Regarding workload, 50.9% of respondents reported working more than 72 hours per week. Mental health assessments revealed that 53.2% of the participants reported being able to manage stress, 3.7% perceived life as constantly under threat, and 31.2% reported a lack of well-being. The Generalized Anxiety Disorder (GAD-7) scale indicated that 59.2% of participants exhibited symptoms of anxiety, while the Patient Health Questionnaire (PHQ-9) scale indicated that 58.8% experienced elevated depressive symptoms. Additionally, the Impact of Event Scale-Revised (IES-R) revealed that 98.2% of participants displayed symptoms of post-traumatic stress, with 6.4% meeting the criteria for a post-traumatic stress disorder diagnosis. <bold>Conclusion:</bold> The results demonstrate the significant mental health difficulties encountered by health professionals during the COVID-19 pandemic. They underscore the necessity for comprehensive support and targeted interventions to enhance the well-being of healthcare workers during public health emergencies.</p>
      </abstract>
      <kwd-group kwd-group-type="author-generated" xml:lang="en">
        <kwd>COVID-19</kwd>
        <kwd>Healthcare Workers</kwd>
        <kwd>Mental Health</kwd>
        <kwd>Mali</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec1">
      <title>1. Introduction</title>
      <p>The 2019 coronavirus disease (COVID-19) is a viral zoonosis caused by the SARS-CoV-2 coronavirus [<xref ref-type="bibr" rid="B1">1</xref>]. COVID-19 spread rapidly worldwide, resulting in an unprecedented global health crisis [<xref ref-type="bibr" rid="B1">1</xref>][<xref ref-type="bibr" rid="B2">2</xref>]. According to the World Health Organization (WHO), more than 600 million confirmed cases and over 6 million deaths were reported worldwide by 2023 [<xref ref-type="bibr" rid="B3">3</xref>]. Although the number of cases in Africa was relatively lower than in other regions, the often-fragile health systems faced significant challenges [<xref ref-type="bibr" rid="B3">3</xref>].</p>
      <p>In Mali, the first case of COVID-19 was confirmed in March 2020 [<xref ref-type="bibr" rid="B4">4</xref>]. Since then, the country has recorded thousands of cases and hundreds of deaths, placing considerable strain on health infrastructures and health professionals [<xref ref-type="bibr" rid="B5">5</xref>]. Healthcare workers on the front line of COVID-19 face not only the risk of infection but also increased workloads, challenging working conditions, and significant psychological stress [<xref ref-type="bibr" rid="B6">6</xref>][<xref ref-type="bibr" rid="B7">7</xref>].</p>
      <p>Numerous studies around the world have highlighted the adverse effects of the pandemic on the mental health of health professionals. For example, research in China found that over 50% of healthcare workers showed symptoms of depression, anxiety, or post-traumatic stress during the pandemic [<xref ref-type="bibr" rid="B8">8</xref>]. Similarly, a survey in Italy showed that health professionals were twice as likely to suffer from high psychological stress compared with the general population [<xref ref-type="bibr" rid="B9">9</xref>]. These findings underscored the vital importance of healthcare workers’ mental well-being to ensure quality patient care.</p>
      <p>In response to this COVID-19 mental health crisis, several initiatives have been launched globally to support the mental health of health professionals [<xref ref-type="bibr" rid="B8">8</xref>][<xref ref-type="bibr" rid="B9">9</xref>]. For example, the “Stay Well” program in the UK offered psychological support services to health professionals [<xref ref-type="bibr" rid="B10">10</xref>]. Additionally, telehealth applications such as Headspace and Calm were provided free of charge to healthcare workers in several countries to assist them in managing stress and anxiety [<xref ref-type="bibr" rid="B10">10</xref>].</p>
      <p>However, limited data exist on the impact of the pandemic on the mental health of health professionals in West Africa, particularly in Mali. This is pertinent as although some research has been conducted in other African regions, francophone West Africa is of particular interest due to its unique socio-cultural and economic challenges, limited mental health resources, and the relative isolation of its healthcare workforce [<xref ref-type="bibr" rid="B11">11</xref>]. This study aimed to fill this gap by assessing the mental well-being of Malian healthcare workers engaged in the fight against COVID-19. By identifying levels of stress, anxiety, and depression among these professionals, we hoped to provide essential insights for developing effective psychological support interventions and enhancing the working conditions of these front-line heroes.</p>
    </sec>
    <sec id="sec2">
      <title>2. Methods</title>
      <sec id="sec2dot1">
        <title>2.1. Study Design, Setting, and Study Period</title>
        <p>This was a prospectively recruited cross-sectional study that took place over an 11-month period, from January to November 2021, at three COVID-19 management sites in Mali: Hôpital du Mali, Centre Hospitalier Universitaire du Point G, and Hôpital Dermatologique de Bamako.</p>
      </sec>
      <sec id="sec2dot2">
        <title>2.2. Participants</title>
        <p>The study population comprised health workers involved in the control of COVID-19 at one of three sites in Mali. Participants were from all professional categories, with no distinction based on gender or rank. To be included in the study, health workers had to have no prior history of COVID-19 and provide informed consent to participate. We conducted a convenience sampling based on the voluntary participation of individuals included in the study population. A total of 218 health workers were included in the study.</p>
      </sec>
      <sec id="sec2dot3">
        <title>2.3. Measurement Procedures</title>
        <p>Data was collected using an anonymous survey form, administered during face-to-face interviews. The interviews took place after an arranged appointment with health professionals drawn randomly from the sampling frame according to their availability. The survey form included several instruments to assess relevant variables, encompassing socio-demographic characteristics (<italic>i</italic>.<italic>e</italic>., age, gender, professional category, education level, and marital status), workload, COVID-19 vaccination status, and various scales assessing participants’ mental well-being.</p>
      </sec>
      <sec id="sec2dot4">
        <title>2.4. Mental Health Measures</title>
        <p>To assess the participants’ mental health, we used five mental health measures. We administered the 5-item WHO well-being index (1999) to assess general well-being, where a score below 50 indicates reduced well-being and above 50 indicates improved well-being [<xref ref-type="bibr" rid="B12">12</xref>]. The Patient Health Questionnaire (PHQ-9) was also used, which screens for depression with scores ranging from 0 to 27: 0 - 4 indicates “No depression”, 5 - 9 indicates “Mild depression”, 10 - 14 indicates “Moderate depression”, 15 - 19 indicates “Moderately severe depression”, and 20 - 27 indicates “Severe depression” [<xref ref-type="bibr" rid="B13">13</xref>]. For generalized anxiety, we used the Generalized Anxiety Disorder Scale (GAD-7), with scores ranging from 0 to 21: 0 - 4 indicates “No anxiety”, 5 - 9 indicates “Mild anxiety”, 10 - 14 indicates “Moderate anxiety”, and 15 - 21 indicates “Severe anxiety” [<xref ref-type="bibr" rid="B14">14</xref>]. For stress, we used two scales: Cohen’s Perceived Stress Scale, which includes 10 items and scores as follows: &lt;21 indicates “Good stress management”, 21 - 26 indicates “General ability to cope with stress”, and 27 indicates “Perception of life constantly under threat” [<xref ref-type="bibr" rid="B15">15</xref>]. We also used the Impact of Event Scale—Revised (IES-R) to assess post-traumatic stress symptoms (PTS), with scores ranging from 1 to 11 indicating few symptoms, 12 - 33 indicating a notable presence of symptoms, and ≥33 indicating post-traumatic stress disorder [<xref ref-type="bibr" rid="B16">16</xref>].</p>
      </sec>
      <sec id="sec2dot5">
        <title>2.5. Data Analysis</title>
        <p>The data collected was analyzed using SPSS version 25 software. Before analysis, the data were rigorously checked for completeness and accuracy. Measures of central tendency and dispersion were calculated for quantitative variables. Percentages were calculated for categorical variables. The analysis of factors associated with depression, anxiety and post-traumatic stress was performed by binary logistic regression. Each disorder was considered a dichotomized dependent variable (presence/absence), according to the thresholds of the PHQ-9, GAD-7 and IES-R scales. First, univariate analyses identified potential explanatory variables. The factors studied included sociodemographic characteristics (gender, age, level of education), working conditions (weekly load) and psychosocial indicators (well-being, perceived stress). Results were expressed as crude odds ratios (ORs) with 95% confidence intervals (CI) and p-values. Then, variables with a p&lt; value of 0.20 in univariate analysis, as well as those deemed clinically relevant, were integrated into multivariate models to identify independent factors, after adjusting for confounding variables. Results were presented as adjusted odds ratios (ORa) with 95% CI. The statistical significance threshold was set at p &lt; 0.05. </p>
      </sec>
      <sec id="sec2dot6">
        <title>2.6. Ethical Considerations</title>
        <p>This study was conducted in strict compliance with ethical principles. We ensured the confidentiality and anonymity of participants throughout the research. All collected data was anonymized and de-identified to protect personal information so personal information could not be traced back to the participants. Before the start of the study, each participant received a detailed explanation of the objectives, procedures, potential benefits, and possible risks associated with their participation. Verbal consent was obtained from each participant prior to their inclusion in the study. Participants were also informed of their right to withdraw from the survey without facing any consequences.</p>
      </sec>
    </sec>
    <sec id="sec3">
      <title>3. Results</title>
      <p>Among the 218 health workers surveyed, 55.0% were male. The participants’ average age was 31.8 years ± 7.9 years. Most of the participants were between 20 and 29 years old, accounting for 47.2% (103/218) of the participants. Health technicians and nurses were the most common health professionals, representing 28.4% of the participants. <bold>Table 1</bold>summarizes the socio-demographic characteristics of the participants. </p>
      <p><bold>Table 1</bold><bold>.</bold> Socio-demographic characteristics.</p>
      <table-wrap id="tbl1">
        <label>Table 1</label>
        <table>
          <tbody>
            <tr>
              <td>
                <bold>Socio-demographic variables</bold>
              </td>
              <td>
                <bold>Frequency (n</bold>
                <bold>=</bold>
                <bold>218)</bold>
              </td>
              <td>
                <bold>Percentage %</bold>
              </td>
            </tr>
            <tr>
              <td>
                <bold>Gender</bold>
              </td>
              <td>
              </td>
              <td>
              </td>
            </tr>
            <tr>
              <td>Male</td>
              <td>120</td>
              <td>55.0</td>
            </tr>
            <tr>
              <td>Female</td>
              <td>98</td>
              <td>45.0</td>
            </tr>
            <tr>
              <td>
                <bold>Age range (years)</bold>
              </td>
              <td>
              </td>
              <td>
              </td>
            </tr>
            <tr>
              <td>20 - 29</td>
              <td>103</td>
              <td>47.2</td>
            </tr>
            <tr>
              <td>30 - 39</td>
              <td>78</td>
              <td>35.8</td>
            </tr>
            <tr>
              <td>40 - 49</td>
              <td>29</td>
              <td>13.3</td>
            </tr>
            <tr>
              <td>≥50</td>
              <td>8</td>
              <td>3.6</td>
            </tr>
            <tr>
              <td>
                <bold>Profession</bold>
              </td>
              <td>
              </td>
              <td>
              </td>
            </tr>
            <tr>
              <td>Doctor</td>
              <td>54</td>
              <td>24.8</td>
            </tr>
            <tr>
              <td>Student</td>
              <td>23</td>
              <td>10.6</td>
            </tr>
            <tr>
              <td>Health technician/Nurse</td>
              <td>62</td>
              <td>28.4</td>
            </tr>
            <tr>
              <td>Nurses’ aide</td>
              <td>2</td>
              <td>0.9</td>
            </tr>
            <tr>
              <td>Hygienist</td>
              <td>55</td>
              <td>25.2</td>
            </tr>
            <tr>
              <td>Pharmacist</td>
              <td>9</td>
              <td>4.1</td>
            </tr>
            <tr>
              <td>Laboratory technician</td>
              <td>13</td>
              <td>6.0</td>
            </tr>
            <tr>
              <td>
                <bold>Marital status</bold>
              </td>
              <td>
              </td>
              <td>
              </td>
            </tr>
            <tr>
              <td>Married</td>
              <td>118</td>
              <td>54.1</td>
            </tr>
            <tr>
              <td>Single</td>
              <td>98</td>
              <td>45.0</td>
            </tr>
            <tr>
              <td>Widowed</td>
              <td>2</td>
              <td>0.9</td>
            </tr>
            <tr>
              <td>
                <bold>Education level</bold>
              </td>
              <td>
              </td>
              <td>
              </td>
            </tr>
            <tr>
              <td>No Schooling</td>
              <td>29</td>
              <td>13.3</td>
            </tr>
            <tr>
              <td>Primary</td>
              <td>19</td>
              <td>8.7</td>
            </tr>
            <tr>
              <td>Secondary</td>
              <td>70</td>
              <td>32.1</td>
            </tr>
            <tr>
              <td>Superior</td>
              <td>100</td>
              <td>45.9</td>
            </tr>
          </tbody>
        </table>
      </table-wrap>
      <sec id="sec3dot1">
        <title>3.1. Vaccination Status and Workload</title>
        <p>Of the surveyed healthcare workers, 61.5% reported having been vaccinated against COVID-19 (<xref ref-type="fig" rid="fig1">Figure 1</xref>). In terms of workload, 50.9% of healthcare workers reported working more than 72 hours a week (<xref ref-type="fig" rid="fig2">Figure 2</xref>).</p>
        <fig id="fig1">
          <label>Figure 1</label>
          <graphic xlink:href="https://html.scirp.org/file/1421020-rId19.jpeg?20260202092706" />
        </fig>
        <p><bold>Figure 1.</bold> Vaccination status of health professionals involved in the COVID-19 response in Mali in 2021.</p>
        <fig id="fig2">
          <label>Figure 2</label>
          <graphic xlink:href="https://html.scirp.org/file/1421020-rId20.jpeg?20260202092706" />
        </fig>
        <p><bold>Figure 2</bold><bold>.</bold> Number of hours worked per week of health professional involved in the COVID-19 response in Mali in 2021.</p>
      </sec>
      <sec id="sec3dot2">
        <title>3.2. Psychopathological Data</title>
        <p>According to Cohen’s perceived stress scale, 53.2% of health professionals reported knowing how to cope with stress, while 3.7% felt that life was constantly under threat. In addition, 31.2% of healthcare workers reported poor well-being.</p>
        <p>The GAD-7 scale results showed that 59.2% of the participants experienced mild to severe anxiety. The PHQ-9 scale results indicated that 58.8% of the healthcare workers suffered from mild to severe depression.</p>
        <p>The IES-R assessment revealed that 98.2% of health professionals had post-traumatic stress symptoms of varying intensity, with 6.4% diagnosed with post-traumatic stress disorder. The detailed results of the mental health measures are summarized in <bold>Table 2</bold>.</p>
        <p><bold>Table 2</bold><bold>.</bold> Assessment of the mental well-being of health professionals involved in the COVID-19 response in Mali in 2021.</p>
        <table-wrap id="tbl2">
          <label>Table 2</label>
          <table>
            <tbody>
              <tr>
                <td>
                  <bold>Mental well-being</bold>
                </td>
                <td>
                  <bold>Frequency (n</bold>
                  <bold>=</bold>
                  <bold>218)</bold>
                </td>
                <td>
                  <bold>Percentage %</bold>
                </td>
              </tr>
              <tr>
                <td>
                  <bold>Stress management</bold>
                </td>
                <td>
                </td>
                <td>
                </td>
              </tr>
              <tr>
                <td>Knows how to manage stress</td>
                <td>94</td>
                <td>43.1</td>
              </tr>
              <tr>
                <td>Can generally cope with stress</td>
                <td>116</td>
                <td>53.2</td>
              </tr>
              <tr>
                <td>Life is constantly under threat</td>
                <td>8</td>
                <td>3.7</td>
              </tr>
              <tr>
                <td>
                  <bold>Mental well-being</bold>
                </td>
                <td>
                </td>
                <td>
                </td>
              </tr>
              <tr>
                <td>Good mental well-being</td>
                <td>150</td>
                <td>68.8</td>
              </tr>
              <tr>
                <td>Reduced mental well-being</td>
                <td>68</td>
                <td>31.2</td>
              </tr>
              <tr>
                <td>
                  <bold>Anxiety</bold>
                </td>
                <td>
                </td>
                <td>
                </td>
              </tr>
              <tr>
                <td>No anxiety</td>
                <td>89</td>
                <td>40.8</td>
              </tr>
              <tr>
                <td>Mild anxiety</td>
                <td>95</td>
                <td>43.6</td>
              </tr>
              <tr>
                <td>Moderate anxiety</td>
                <td>31</td>
                <td>14.2</td>
              </tr>
              <tr>
                <td>Severe anxiety</td>
                <td>3</td>
                <td>1.4</td>
              </tr>
              <tr>
                <td>
                  <bold>Depression</bold>
                </td>
                <td>
                </td>
                <td>
                </td>
              </tr>
              <tr>
                <td>No depression</td>
                <td>90</td>
                <td>41.3</td>
              </tr>
              <tr>
                <td>Mild depression</td>
                <td>79</td>
                <td>36.2</td>
              </tr>
              <tr>
                <td>Moderate depression</td>
                <td>42</td>
                <td>19.3</td>
              </tr>
              <tr>
                <td>Moderately severe depression</td>
                <td>6</td>
                <td>2.8</td>
              </tr>
              <tr>
                <td>Severe depression</td>
                <td>1</td>
                <td>0.5</td>
              </tr>
              <tr>
                <td>
                  <bold>Post-traumatic stress</bold>
                  <bold>disorder</bold>
                </td>
                <td>
                </td>
                <td>
                </td>
              </tr>
              <tr>
                <td>No symptoms of PTS</td>
                <td>4</td>
                <td>1.8</td>
              </tr>
              <tr>
                <td>Few symptoms of PTS</td>
                <td>98</td>
                <td>45.0</td>
              </tr>
              <tr>
                <td>Presents a good number of PTS symptoms</td>
                <td>103</td>
                <td>47.2</td>
              </tr>
              <tr>
                <td>Suffering from PTS disorder</td>
                <td>14</td>
                <td>6.4</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
      </sec>
      <sec id="sec3dot3">
        <title>3.3. Data on Associated Factors</title>
        <p>Reduced well-being was significantly associated with depression (OR = 2.56; 95% CI: 1.37 - 4.81; p = 0.003), as well as a general ability to cope with stress (OR = 1.87; 95% CI: 1.07 - 3.26; p = 0.028). After adjustment, these associations remained significant (ORa = 2.53; 95% CI: 1.27 - 5.05 and ORa = 2.36; 95% CI: 1.29 - 4.35). In addition, a workload of 49 to 72 hours per week was associated with a lower risk of depression (ORa = 0.33; 95% CI: 0.11 - 0.99). The other variables (sex, age, perception of life as a threat) were not significant.</p>
        <p>Only a state of reduced well-being was related to anxiety in univariate analysis (OR = 2.26; 95% CI: 1.22 - 4.18; p = 0.010). After adjustment, no variables were significantly associated (ORa = 1.66; 95% CI: 0.83 - 3.33).</p>
        <p>A reduced state of well-being was associated with an increased risk of PTSD in univariate analysis (OR = 2.33; 95% CI: 1.05 - 5.15; p = 0.036). In multivariate analysis, no variables were significant (ORa = 2.22; 95% CI: 0.93 - 5.32).</p>
        <p>The detailed results of the associated factors are summarized in <bold>Tables 3</bold><bold>-</bold><bold>5</bold>.</p>
        <p><bold>Table 3</bold><bold>.</bold> Factors associated with the occurrence of depression among mental health of frontline healthcare professionals against COVID-19 in Mali, 2021.</p>
        <table-wrap id="tbl3">
          <label>Table 3</label>
          <table>
            <tbody>
              <tr>
                <td rowspan="3">
                  <bold>Explanatory Variables</bold>
                </td>
                <td colspan="5">
                  <bold>Depression</bold>
                </td>
              </tr>
              <tr>
                <td colspan="3">
                  <bold>Univariate</bold>
                </td>
                <td colspan="3">
                  <bold>Multivariate</bold>
                </td>
              </tr>
              <tr>
                <td>
                  <bold>OR</bold>
                </td>
                <td>
                  <bold>95% CI</bold>
                </td>
                <td>
                  <bold>p-value</bold>
                </td>
                <td>
                  <bold>OR</bold>
                </td>
                <td colspan="2">
                  <bold>95% CI</bold>
                </td>
              </tr>
              <tr>
                <td>
                  <bold>Sex</bold>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td colspan="2">
                </td>
              </tr>
              <tr>
                <td>Male</td>
                <td>1.12</td>
                <td>0.65 - 1.93</td>
                <td>0.6699</td>
                <td>1.00</td>
                <td colspan="2">0.56 - 1.82</td>
              </tr>
              <tr>
                <td>Female</td>
                <td>Ref</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td colspan="2">
                </td>
              </tr>
              <tr>
                <td>
                  <bold>Age (Years)</bold>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td colspan="2">
                </td>
              </tr>
              <tr>
                <td>20 - 29</td>
                <td>0. 49</td>
                <td>0.12 - 2.00</td>
                <td>0.3197</td>
                <td>0.35</td>
                <td colspan="2">0.08 - 1.54</td>
              </tr>
              <tr>
                <td>30 - 39</td>
                <td>0 .70</td>
                <td>0.17 - 2.93</td>
                <td>0.6239</td>
                <td>0.41</td>
                <td colspan="2">0.09 - 1.89</td>
              </tr>
              <tr>
                <td>40 - 49</td>
                <td>0.82</td>
                <td>0.18 - 3.80</td>
                <td>0.7980</td>
                <td>0.37</td>
                <td colspan="2">0.07 - 1.92</td>
              </tr>
              <tr>
                <td>≥50</td>
                <td>Ref</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td colspan="2">
                </td>
              </tr>
              <tr>
                <td>
                  <bold>Workload</bold>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td colspan="2">
                </td>
              </tr>
              <tr>
                <td>&gt; 72 h</td>
                <td>0.68</td>
                <td>0.25 - 1.90</td>
                <td>0.4646</td>
                <td>0.57</td>
                <td colspan="2">0.19 - 1.66</td>
              </tr>
              <tr>
                <td>49 - 72 h</td>
                <td>0.40</td>
                <td>0.14 - 1.13</td>
                <td>0.0833</td>
                <td>0.33</td>
                <td colspan="2">0.11 - 0.99*</td>
              </tr>
              <tr>
                <td>24 - 48 h</td>
                <td>Ref</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td colspan="2">
                </td>
              </tr>
              <tr>
                <td>
                  <bold>Well-being status</bold>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td colspan="2">
                </td>
              </tr>
              <tr>
                <td>Reduced</td>
                <td>2.56</td>
                <td>1.37 - 4.81</td>
                <td>0.0032*</td>
                <td>2.53</td>
                <td colspan="2">1.27 - 5.05*</td>
              </tr>
              <tr>
                <td>Better</td>
                <td>Ref</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td colspan="2">
                </td>
              </tr>
              <tr>
                <td>
                  <bold>Perceived stress</bold>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td colspan="2">
                </td>
              </tr>
              <tr>
                <td>Perception of life as a perpetual threat</td>
                <td>3.58</td>
                <td>0.71 - 18.13</td>
                <td>0.1239</td>
                <td>2.54</td>
                <td colspan="2">0.45 - 14.32</td>
              </tr>
              <tr>
                <td>General ability to cope with stress</td>
                <td>1.87</td>
                <td>1.07 - 3.26</td>
                <td>0.0277*</td>
                <td>2.36</td>
                <td colspan="2">1.29 - 4.35*</td>
              </tr>
              <tr>
                <td>Good stress management</td>
                <td>Ref</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td colspan="2">
                </td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
        <p>*p-value &lt; 0.05. The same applies to all tables below.</p>
        <p><bold>Table 4</bold><bold>.</bold> Factors associated with the occurrence of anxiety among mental health of frontline healthcare professionals against COVID-19 in Mali, 2021.</p>
        <table-wrap id="tbl4">
          <label>Table 4</label>
          <table>
            <tbody>
              <tr>
                <td rowspan="3">
                  <bold>Explanatory Variables</bold>
                </td>
                <td colspan="5">
                  <bold>Anxiety</bold>
                </td>
              </tr>
              <tr>
                <td colspan="3">
                  <bold>Univariate</bold>
                </td>
                <td colspan="3">
                  <bold>Multivariate</bold>
                </td>
              </tr>
              <tr>
                <td>
                  <bold>OR</bold>
                </td>
                <td>
                  <bold>95% CI</bold>
                </td>
                <td>
                  <bold>p-value</bold>
                </td>
                <td>
                  <bold>OR</bold>
                </td>
                <td colspan="2">
                  <bold>95% CI</bold>
                </td>
              </tr>
              <tr>
                <td>
                  <bold>Sex</bold>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td colspan="2">
                </td>
              </tr>
              <tr>
                <td>Male</td>
                <td>1.08</td>
                <td>0.63 - 1.86</td>
                <td>0.7837</td>
                <td>1.03</td>
                <td colspan="2">
                </td>
              </tr>
              <tr>
                <td>Female</td>
                <td>Ref</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td colspan="2">
                </td>
              </tr>
              <tr>
                <td>
                  <bold>Age (Years)</bold>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td colspan="2">
                </td>
              </tr>
              <tr>
                <td>20 - 29</td>
                <td>0.53</td>
                <td>0.13 - 2.16</td>
                <td>0.3746</td>
                <td>0.41</td>
                <td colspan="2">0.10 - 1.80</td>
              </tr>
              <tr>
                <td>30 - 39</td>
                <td>0.52</td>
                <td>0.13 - 2.19</td>
                <td>0.3737</td>
                <td>0.34</td>
                <td colspan="2">0.07 - 1.53</td>
              </tr>
              <tr>
                <td>40 - 49</td>
                <td>1.53</td>
                <td>0.31 - 7.51</td>
                <td>0.6000</td>
                <td>1.02</td>
                <td colspan="2">0.19 - 5.57</td>
              </tr>
              <tr>
                <td>≥50</td>
                <td>Ref</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td colspan="2">
                </td>
              </tr>
              <tr>
                <td>
                  <bold>Educational level</bold>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td colspan="2">
                </td>
              </tr>
              <tr>
                <td>Primary</td>
                <td>2.25</td>
                <td>0.57 - 8.97</td>
                <td>0.2488</td>
                <td>2.24</td>
                <td colspan="2">0.53 - 9.42</td>
              </tr>
              <tr>
                <td>Secondary</td>
                <td>1.23</td>
                <td>0.47 - 3.22</td>
                <td>0.6790</td>
                <td>1.63</td>
                <td colspan="2">0.56 - 4.73</td>
              </tr>
              <tr>
                <td>Higher</td>
                <td>0.62</td>
                <td>0.25 - 1.56</td>
                <td>0.3130</td>
                <td>0.75</td>
                <td colspan="2">0.27 - 2.08</td>
              </tr>
              <tr>
                <td>Quranic school</td>
                <td>0.15</td>
                <td>0.01 - 1.56</td>
                <td>0.1124</td>
                <td>0.22</td>
                <td colspan="2">0.02 - 2.51</td>
              </tr>
              <tr>
                <td>No schooling</td>
                <td>Ref</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td colspan="2">
                </td>
              </tr>
              <tr>
                <td>
                  <bold>Workload</bold>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td colspan="2">
                </td>
              </tr>
              <tr>
                <td>&gt; 72 h</td>
                <td>1.19</td>
                <td>0.46 - 3.05</td>
                <td>0.7234</td>
                <td>0.89</td>
                <td colspan="2">
                </td>
              </tr>
              <tr>
                <td>49 - 72 h</td>
                <td>0.99</td>
                <td>0.38 - 2.60</td>
                <td>0.9890</td>
                <td>0.86</td>
                <td colspan="2">
                </td>
              </tr>
              <tr>
                <td>24 - 48 h</td>
                <td>Ref</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td colspan="2">
                </td>
              </tr>
              <tr>
                <td>
                  <bold>Well-being status</bold>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td colspan="2">
                </td>
              </tr>
              <tr>
                <td>Reduced</td>
                <td>2.26</td>
                <td>1.22 - 4.18</td>
                <td>0.0099*</td>
                <td>1.66</td>
                <td colspan="2">
                </td>
              </tr>
              <tr>
                <td>Better</td>
                <td>Ref</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td colspan="2">
                </td>
              </tr>
              <tr>
                <td>
                  <bold>Perceived stress</bold>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td colspan="2">
                </td>
              </tr>
              <tr>
                <td>Perception of life as a perpetual threat</td>
                <td>6.59</td>
                <td>0.79 - 54.81</td>
                <td>0.0811</td>
                <td>5.08</td>
                <td colspan="2">0.56 - 45.83</td>
              </tr>
              <tr>
                <td>General ability to cope with stress</td>
                <td>1.25</td>
                <td>0.72 - 2.18</td>
                <td>0.4233</td>
                <td>1.30</td>
                <td colspan="2">0.70 - 2.41</td>
              </tr>
              <tr>
                <td>Good stress management</td>
                <td>Ref</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td colspan="2">
                </td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
        <p><bold>Table 5</bold><bold>.</bold> Factors associated with the occurrence of Post-Traumatic Stress Disorder (PTSD) among mental health of frontline healthcare professionals against COVID-19 in Mali, 2021.</p>
        <table-wrap id="tbl5">
          <label>Table 5</label>
          <table>
            <tbody>
              <tr>
                <td rowspan="3">
                  <bold>Explanatory Variables</bold>
                </td>
                <td colspan="5">
                  <bold>PTSD</bold>
                </td>
              </tr>
              <tr>
                <td colspan="3">
                  <bold>Univariate</bold>
                </td>
                <td colspan="3">
                  <bold>Multivariate</bold>
                </td>
              </tr>
              <tr>
                <td>
                  <bold>OR</bold>
                </td>
                <td>
                  <bold>95% CI</bold>
                </td>
                <td>
                  <bold>p-value</bold>
                </td>
                <td>
                  <bold>OR</bold>
                </td>
                <td colspan="2">
                  <bold>95% CI</bold>
                </td>
              </tr>
              <tr>
                <td>
                  <bold>Sex</bold>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td colspan="2">
                </td>
              </tr>
              <tr>
                <td>Male</td>
                <td>1.01</td>
                <td>0.46 - 2.21</td>
                <td>0.9882</td>
                <td>0.99</td>
                <td colspan="2">0.42 - 2.30</td>
              </tr>
              <tr>
                <td>Female</td>
                <td>Ref</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td colspan="2">
                </td>
              </tr>
              <tr>
                <td>
                  <bold>Age (Years)</bold>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td colspan="2">
                </td>
              </tr>
              <tr>
                <td>20 - 29</td>
                <td>0.25</td>
                <td>0.06 - 1.10</td>
                <td>0.0668</td>
                <td>0.24</td>
                <td colspan="2">0.05 - 1.18</td>
              </tr>
              <tr>
                <td>30 - 39</td>
                <td>0.43</td>
                <td>0.10 - 1.91</td>
                <td>0.2664</td>
                <td>0.36</td>
                <td colspan="2">0.07 - 1.80</td>
              </tr>
              <tr>
                <td>40 - 49</td>
                <td>0.43</td>
                <td>0.08 - 2.26</td>
                <td>0.3204</td>
                <td>0.27</td>
                <td colspan="2">0.04 - 1.62</td>
              </tr>
              <tr>
                <td>≥50</td>
                <td>Ref</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td colspan="2">
                </td>
              </tr>
              <tr>
                <td>
                  <bold>Workload</bold>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td colspan="2">
                </td>
              </tr>
              <tr>
                <td>&gt; 72 h</td>
                <td>1.24</td>
                <td>0.33 - 4.63</td>
                <td>0.7499</td>
                <td>0.91</td>
                <td colspan="2">0.23 - 3.64</td>
              </tr>
              <tr>
                <td>49 - 72 h</td>
                <td>0.53</td>
                <td>0.13 - 2.26</td>
                <td>0.3919</td>
                <td>0.44</td>
                <td colspan="2">0.10 - 1.97</td>
              </tr>
              <tr>
                <td>24 - 48 h</td>
                <td>Ref</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td colspan="2">
                </td>
              </tr>
              <tr>
                <td>
                  <bold>Well-being status</bold>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td colspan="2">
                </td>
              </tr>
              <tr>
                <td>Reduced</td>
                <td>2.33</td>
                <td>1.05 - 5.15</td>
                <td>0.0364*</td>
                <td>2.22</td>
                <td colspan="2">0.93 - 5.32</td>
              </tr>
              <tr>
                <td>Better</td>
                <td>Ref</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td colspan="2">
                </td>
              </tr>
              <tr>
                <td>
                  <bold>Perceived stress</bold>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td colspan="2">
                </td>
              </tr>
              <tr>
                <td>Perception of life as a perpetual threat</td>
                <td>0.84</td>
                <td>0.10 - 7.36</td>
                <td>0.8777</td>
                <td>0.62</td>
                <td colspan="2">0.06 - 6.08</td>
              </tr>
              <tr>
                <td>General ability to cope with stress</td>
                <td>1.08</td>
                <td>0.48 - 2.41</td>
                <td>0.8511</td>
                <td>1.35</td>
                <td colspan="2">0.57 - 3.18</td>
              </tr>
              <tr>
                <td>Good stress management</td>
                <td>Ref</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td colspan="2">
                </td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
      </sec>
    </sec>
    <sec id="sec4">
      <title>4. Discussion</title>
      <p>The majority of the healthcare workers surveyed were male, and most fell within the 20-29 age bracket, indicating a relatively young population of professionals. The high proportion of health technicians and nurses highlights the significance of these professions in the healthcare system of a low-resource context, particularly during the COVID-19 pandemic. This is especially important in Mali and most of Sub-Saharan Africa, where primary health care and responding to pandemic emergencies are often nurse-led [<xref ref-type="bibr" rid="B17">17</xref>]-[<xref ref-type="bibr" rid="B19">19</xref>].</p>
      <p>The vaccination status of health workers showed that 61.5% had received COVID-19 vaccines, which is relatively encouraging but still leaves room for improvement. Factors like vaccine access, safety perceptions, and trust in health authorities may have influenced this vaccine uptake rate. However, we did not find a statistically significant association between vaccination status and participants’ perceived well-being. The reported workload, with 50.9% of staff working more than 72 hours a week, is alarming and can significantly impact the mental and physical health of health professionals. This mirrors situations in other contexts where long working hours during the pandemic were associated with increased stress and deteriorating mental health [<xref ref-type="bibr" rid="B20">20</xref>][<xref ref-type="bibr" rid="B21">21</xref>].</p>
      <p>The findings also indicated high distress levels among healthcare workers. Although 53.2% of workers reported generally coping with stress, a third of the participants (31.2%) reported poor well-being, and a significant minority (3.7%) perceived life as constantly under threat. Anxiety and depression levels, measured by the GAD-7 and PHQ-9 scales, are concerning, with 59.2% and 58.8% of participants, respectively, showing symptoms ranging from mild to severe. These results align with international studies documenting the pandemic’s severe psychological impact on health professionals [<xref ref-type="bibr" rid="B22">22</xref>]-[<xref ref-type="bibr" rid="B25">25</xref>].</p>
      <p>The IES-R assessment revealed that nearly all participants (98.2%) had post-traumatic stress symptoms of varying intensity, and 6.4% were diagnosed with post-traumatic stress disorder. These results are particularly concerning as they demonstrate the significant traumatic impact the pandemic has had on healthcare workers. Similar studies in other countries have also found a high rate of PTSD symptoms among health professionals [<xref ref-type="bibr" rid="B26">26</xref>]-[<xref ref-type="bibr" rid="B28">28</xref>], emphasizing the need for specific psychological support programs.</p>
      <p>The study’s findings emphasize the need for urgent action to support the mental health of health professionals. Essential initiatives include psychological support programs, improved working conditions, and reduced workloads. Health authorities should also promote and facilitate access to vaccination to increase coverage rates among healthcare workers.</p>
      <p>Programs like “Stay Well” in the UK and telehealth applications such as “Headspace” and “Calm” can serve as models for similar interventions in Mali. Developing communication strategies to address vaccination-related concerns and building vaccine confidence is also crucial.</p>
    </sec>
    <sec id="sec5">
      <title>5. Study Limits</title>
      <p>This study’s sample consists of volunteer health workers, which may introduce a selection bias. Volunteer participants may have distinct characteristics, such as a greater interest in mental health, compared to those who did not participate.</p>
      <p>Participants’ responses may be influenced by the desire to present a positive image of themselves, which could lead to under-reporting or overestimation of certain aspects of their stress, anxiety, or depression.</p>
      <p>Working conditions and available resources vary significantly between different healthcare facilities and regions, affecting the comparability of results and limiting the generalizability of conclusions to other environments.</p>
      <p>This study did not measure certain factors that may influence the mental health of healthcare workers, such as family support, facility resources, or public health policies. The absence of these variables may limit a complete understanding of the determinants of health professionals’ mental health.</p>
      <p>Beyond the cross-sectional nature of the study and the risk of reporting bias associated with face-to-face interviews are also important limitations of this work.</p>
    </sec>
    <sec id="sec6">
      <title>6. Conclusion</title>
      <p>This study highlights the significant impact of the COVID-19 pandemic on the mental health of healthcare workers in Mali. The results emphasize the need for targeted interventions to improve the psychological well-being of healthcare workers, including psychological support programs, better workload management, and increased promotion of vaccination.</p>
    </sec>
    <sec id="sec7">
      <title>Acknowledgements</title>
      <p>We express our deep gratitude to all the staff at Hôpital du Mali, Centre Hospitalier Universitaire du Point G, and Hôpital Dermatologique de Bamako for their exemplary collaboration. We would also like to extend our warmest thanks to all the staff of the Department of Psychiatry for their warm welcome and invaluable advice. Author Idiatou Diallo was supported by the Fogarty International Center and the National Institute of Mental Health (NIMH) of the National Institutes of Health (NIH) under Award Number D43 TW010543. We also acknowledge the use of the Hemingway Editor, which assisted in enhancing the clarity and readability of this article.</p>
    </sec>
    <sec id="sec8">
      <title>List of Abbreviations</title>
      <p>COVID-19: Coronavirus Disease 2019</p>
      <p>FMOS: Faculty of Medicine and Odontostomatology</p>
      <p>GAD-7: Generalized Anxiety Disorder-7</p>
      <p>IES-R: Impact of Event Scale—Revised </p>
      <p>PTS: Post-Traumatic Stress</p>
      <p>PHQ-9: Patient Health Questionnaire-9</p>
      <p>USA: United States of America</p>
      <p>USTTB: University of Sciences, Techniques and Technologies of Bamako</p>
    </sec>
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