<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="3.0" xml:lang="en" article-type="research article">
 <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">
    2161-7325
   </issn>
   <issn publication-format="print">
    2161-7333
   </issn>
   <publisher>
    <publisher-name>
     Scientific Research Publishing
    </publisher-name>
   </publisher>
  </journal-meta>
  <article-meta>
   <article-id pub-id-type="doi">
    10.4236/ojpsych.2025.155028
   </article-id>
   <article-id pub-id-type="publisher-id">
    ojpsych-145020
   </article-id>
   <article-categories>
    <subj-group subj-group-type="heading">
     <subject>
      Articles
     </subject>
    </subj-group>
    <subj-group subj-group-type="Discipline-v2">
     <subject>
      Biomedical 
     </subject>
     <subject>
       Life Sciences
     </subject>
    </subj-group>
   </article-categories>
   <title-group>
    Postpartum Depression in an Urban Setting in Thiès (Senegal)—Prevalence and Risk Factors
   </title-group>
   <contrib-group>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Momar
      </surname>
      <given-names>
       Camara
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff1"> 
      <sup>1</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Odette Emilie Monkam
      </surname>
      <given-names>
       Tcheugneu
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff2"> 
      <sup>2</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Sokhna
      </surname>
      <given-names>
       Seck
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff2"> 
      <sup>2</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Rokhaya
      </surname>
      <given-names>
       Gueye
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff1"> 
      <sup>1</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Ibra
      </surname>
      <given-names>
       Diagne
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff2"> 
      <sup>2</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Maïmouna
      </surname>
      <given-names>
       Dieye
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff1"> 
      <sup>1</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       El Hadji Makhtar
      </surname>
      <given-names>
       Ba
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff3"> 
      <sup>3</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Racky Wade
      </surname>
      <given-names>
       Kane
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff2"> 
      <sup>2</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Aïda
      </surname>
      <given-names>
       Sylla
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff2"> 
      <sup>2</sup>
     </xref>
    </contrib>
   </contrib-group> 
   <aff id="aff1">
    <addr-line>
     aCentre Hospitalier National Psychiatrique de Thiaroye, Dakar, Senegal
    </addr-line> 
   </aff> 
   <aff id="aff2">
    <addr-line>
     aCentre Hospitalier National Universitaire de Fann, Dakar, Senegal
    </addr-line> 
   </aff> 
   <aff id="aff3">
    <addr-line>
     aHôpital D’Enfant Albert Royer, Dakar, Senegal
    </addr-line> 
   </aff> 
   <pub-date pub-type="epub">
    <day>
     22
    </day> 
    <month>
     08
    </month>
    <year>
     2025
    </year>
   </pub-date> 
   <volume>
    15
   </volume> 
   <issue>
    05
   </issue>
   <fpage>
    365
   </fpage>
   <lpage>
    374
   </lpage>
   <history>
    <date date-type="received">
     <day>
      19,
     </day>
     <month>
      June
     </month>
     <year>
      2025
     </year>
    </date>
    <date date-type="published">
     <day>
      19,
     </day>
     <month>
      June
     </month>
     <year>
      2025
     </year> 
    </date> 
    <date date-type="accepted">
     <day>
      19,
     </day>
     <month>
      August
     </month>
     <year>
      2025
     </year> 
    </date>
   </history>
   <permissions>
    <copyright-statement>
     © Copyright 2014 by authors and Scientific Research Publishing Inc. 
    </copyright-statement>
    <copyright-year>
     2014
    </copyright-year>
    <license>
     <license-p>
      This work is licensed under the Creative Commons Attribution International License (CC BY). http://creativecommons.org/licenses/by/4.0/
     </license-p>
    </license>
   </permissions>
   <abstract>
    <b>Introduction:</b> Postpartum depression (PPD) is a common mood disorder affecting new mothers, with serious consequences for maternal and child health. Despite its high prevalence, especially in low- and middle-income countries, it often remains underdiagnosed, particularly in African contexts. 
    <b>Objective:</b> To assess the prevalence of postpartum depression and identify its key associated risk factors in maternity facilities in Thiès, Senegal. 
    <b>Methods:</b> A prospective longitudinal study was conducted from December 13, 2023, to January 19, 2024, in four public health facilities. Forty postpartum women (within six months after delivery) were recruited through simple random sampling during postnatal and vaccination visits. Data were collected using a structured questionnaire and the Edinburgh Postnatal Depression Scale (EPDS), with a cutoff score of ≥10 indicating probable depression. Statistical analysis included correlation tests and Fisher’s exact tests. No multivariate regression was conducted due to the limited sample size. 
    <b>Results:</b> The prevalence of probable postpartum depression was 25%. Two factors were significantly associated with an EPDS score ≥ 10: younger maternal age (p = 0.017) and a history of psychological or physical violence (p = 0.031). Other variables such as marital status, socioeconomic level, prenatal consultations, or family support were not statistically associated with PPD. 
    <b>Conclusion:</b> Postpartum depression is a frequent but underrecognized issue in Thiès. The identification of key risk factors such as age and exposure to violence highlights the need for systematic screening and multidisciplinary mental health support for postpartum women. Further research with larger samples is required to confirm these findings and evaluate protective factors such as social support.
   </abstract>
   <kwd-group> 
    <kwd>
     Postpartum Depression (PPD)
    </kwd> 
    <kwd>
      Risk Factors
    </kwd> 
    <kwd>
      Edinburgh Postnatal Depression Scale (EPDS)
    </kwd> 
    <kwd>
      Prevalence
    </kwd>
   </kwd-group>
  </article-meta>
 </front>
 <body>
  <sec id="s1">
   <title>1. Introduction</title>
   <p>Postpartum depression (PPD) constitutes a major global public health issue, with an estimated prevalence ranging from 10% to 20% worldwide. However, this prevalence tends to be higher in low- and middle-income countries (LMICs), particularly in sub-Saharan Africa and Francophone nations, where rates have been reported between 15% and 25% <xref ref-type="bibr" rid="scirp.145020-1">
     [1]
    </xref> <xref ref-type="bibr" rid="scirp.145020-2">
     [2]
    </xref>. These figures reflect both socio-economic challenges and potential differences in healthcare access and social support systems.</p>
   <p>Several well-established risk factors for PPD have been documented in diverse populations. Young maternal age is frequently identified as a significant predictor, often associated with limited social and financial resources, inadequate preparedness for motherhood, and increased vulnerability to stress <xref ref-type="bibr" rid="scirp.145020-3">
     [3]
    </xref>. Exposure to psychological and physical violence, including intimate partner violence, has also been strongly linked to higher PPD rates, as supported by systematic reviews and meta-analyses <xref ref-type="bibr" rid="scirp.145020-4">
     [4]
    </xref>. Conversely, the presence of robust social support, especially from partners and family networks, acts as a protective factor against postpartum mood disturbances <xref ref-type="bibr" rid="scirp.145020-5">
     [5]
    </xref>.</p>
   <p>Screening for PPD in LMICs has been facilitated by the widespread use of the Edinburgh Postnatal Depression Scale (EPDS), a validated self-report questionnaire initially developed in Western settings but successfully adapted for African populations <xref ref-type="bibr" rid="scirp.145020-6">
     [6]
    </xref> <xref ref-type="bibr" rid="scirp.145020-7">
     [7]
    </xref>. Validation studies conducted in Nigeria, Uganda, and Senegal have confirmed the cultural sensitivity and specificity of the EPDS, making it a valuable tool for early detection in resource-constrained environments.</p>
   <p>Despite this, research on PPD in Francophone West Africa, and particularly in Senegal, remains limited. Most existing studies focus on urban centers such as Dakar, with little exploration of peri-urban or rural settings where healthcare infrastructures and socio-cultural dynamics differ considerably. Such contexts may influence both the prevalence and expression of PPD symptoms, as well as access to and utilization of mental health services.</p>
   <p>Furthermore, the distinction between urban and rural maternal mental health profiles is an area of growing interest, given the contrasting environmental stressors, social norms, and economic factors involved. Addressing these knowledge gaps is essential for tailoring effective screening, prevention, and intervention strategies appropriate to the diverse settings across Francophone Africa <xref ref-type="bibr" rid="scirp.145020-8">
     [8]
    </xref>.</p>
   <p>This study, therefore, seeks to provide novel insights into the prevalence and risk factors of PPD in Thiès, a peri-urban city in Senegal, contributing to a more nuanced understanding of maternal mental health in this understudied region.</p>
  </sec><sec id="s2">
   <title>2. Methodology</title>
   <sec id="s2_1">
    <title>2.1. Study Setting</title>
    <p>The study was conducted in Thiès, the second largest urban area in Senegal, located approximately 70 km east of Dakar, with an estimated population of 2,340,869 in 2023 <xref ref-type="bibr" rid="scirp.145020-9">
      [9]
     </xref>. Four health facilities with high obstetric attendance were selected: two health centers (Dr Mamadou Bathily and El Hadj Mounirou Ndieguene) and two health posts (Grand Thiès and Sampathé). These facilities offer equipped maternity units, postnatal consultations, vaccination campaigns, and health screening services.</p>
   </sec>
   <sec id="s2_2">
    <title>2.2. Study Design and Period</title>
    <p>This was a prospective, longitudinal, descriptive, and analytical study carried out over 38 days, from December 13, 2023, to January 19, 2024. Data collection occurred Monday through Friday during routine postnatal consultation and vaccination hours.</p>
   </sec>
   <sec id="s2_3">
    <title>2.3. Study Population and Sampling</title>
    <p>The target population included mothers within six months postpartum. Participants were selected using simple random sampling, based on their order of arrival at postnatal and vaccination sessions, provided they gave free and informed consent.</p>
    <p>While this method was operationally simple, it introduces clinic-attendance bias by excluding women who do not attend follow-up visits—often among the most vulnerable. This may limit the generalizability of the findings and lead to underestimation of the true prevalence of postpartum depression.</p>
   </sec>
   <sec id="s2_4">
    <title>2.4. Inclusion and Exclusion Criteria</title>
   </sec>
   <sec id="s2_5">
    <title>2.5. Data Collection Tools</title>
    <p>Two face-to-face questionnaires were administered by trained interviewers:</p>
   </sec>
   <sec id="s2_6">
    <title>2.6. Ethical Considerations</title>
    <p>The study protocol was approved by the Regional Health Directorate of Thiès. Participant anonymity was preserved using coded identifiers. Women with an EPDS score ≥ 10 were referred to a mental health facility for further evaluation. The lack of private spaces to complete questionnaires may have influenced disclosure of sensitive information.</p>
   </sec>
   <sec id="s2_7">
    <title>2.7. Data Analysis</title>
    <p>Data were entered using Excel 365 and analyzed with SPSS version 26. Quantitative variables were described using means, medians, standard deviations, and interquartile ranges. Qualitative variables were expressed as frequencies and percentages.</p>
    <p>Statistical tests included:</p>
    <p>No multivariate analysis (logistic regression) was performed due to the limited sample size (n = 40), which did not allow for reliable adjustment without overfitting. Therefore, results are based on univariate analyses and should be interpreted with caution.</p>
   </sec>
  </sec><sec id="s3">
   <title>3. Results</title>
   <p>A total of 40 mothers meeting the inclusion criteria were recruited from the four health facilities in Thiès. The mean age of the participants was 27.15 ± 5.85 years, with a median age of 25 years and an interquartile range of 23 to 33 years. The age group most represented was 20 - 24 years (37.5%; n = 15) (see <xref ref-type="fig" rid="fig1">
     Figure 1
    </xref>).</p>
   <p>Almost all mothers resided in urban or semi-urban areas. Regarding marital</p>
   <fig id="fig1" position="float">
    <label>Figure 1</label>
    <caption>
     <title>Figure 1. Age distribution of mothers.</title>
    </caption>
    <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/1420988-rId15.jpeg?20250822025749" />
   </fig>
   <p>status, 85% (n = 34) of the participants were married, and 47.5% (n = 19) were under a monogamous regime.</p>
   <p>In terms of income, 60% (n = 24) of mothers had a low monthly income (&lt;60,000 FCFA), while 32.5% (n = 12) of partners had a medium income between 60,000 and 100,000 FCFA.</p>
   <p>Educationally, 35% of the mothers (n = 14) were uneducated, while the majority of the partners had primary (27.5%) or secondary education (25%).</p>
   <p>The predominant religion was Islam, accounting for 95% of the participants (n = 38), with 5% identifying as Christians (see <xref ref-type="table" rid="table1">
     Table 1
    </xref>).</p>
   <table-wrap id="table1">
    <label>
     <xref ref-type="table" rid="table1">
      Table 1
     </xref></label>
    <caption>
     <title>
      <xref ref-type="bibr" rid="scirp.145020-"></xref>Table 1. Sociodemographic characteristics of mothers (N = 40)</title>
    </caption>
    <table class="MsoTableGrid custom-table" border="0" cellspacing="0" cellpadding="0"> 
     <tr> 
      <td class="custom-bottom-td aleft" width="25.01%"><p style="text-align:left">Variable</p></td> 
      <td class="custom-bottom-td aleft" width="40.47%"><p style="text-align:left">Category</p></td> 
      <td class="custom-bottom-td acenter" width="15.62%"><p style="text-align:center">Count (n)</p></td> 
      <td class="custom-bottom-td acenter" width="18.90%"><p style="text-align:center">Percentage (%)</p></td> 
     </tr> 
     <tr> 
      <td class="custom-top-td aleft" width="25.01%"><p style="text-align:left">Age</p></td> 
      <td class="custom-top-td aleft" width="40.47%"><p style="text-align:left">Mean ± SD</p></td> 
      <td class="custom-top-td acenter" width="15.62%"><p style="text-align:center">27.15 ± 5.85</p></td> 
      <td class="custom-top-td acenter" width="18.90%"><p style="text-align:center">—</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="25.01%"><p style="text-align:left"></p></td> 
      <td class="aleft" width="40.47%"><p style="text-align:left">Median (IQR)</p></td> 
      <td class="acenter" width="15.62%"><p style="text-align:center">25 (23 - 33)</p></td> 
      <td class="acenter" width="18.90%"><p style="text-align:center">—</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="25.01%"><p style="text-align:left"></p></td> 
      <td class="aleft" width="40.47%"><p style="text-align:left">16 - 19 years</p></td> 
      <td class="acenter" width="15.62%"><p style="text-align:center">3</p></td> 
      <td class="acenter" width="18.90%"><p style="text-align:center">7.5</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="25.01%"><p style="text-align:left"></p></td> 
      <td class="aleft" width="40.47%"><p style="text-align:left">20 - 24 years</p></td> 
      <td class="acenter" width="15.62%"><p style="text-align:center">15</p></td> 
      <td class="acenter" width="18.90%"><p style="text-align:center">37.5</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="25.01%"><p style="text-align:left"></p></td> 
      <td class="aleft" width="40.47%"><p style="text-align:left">25 - 29 years</p></td> 
      <td class="acenter" width="15.62%"><p style="text-align:center">9</p></td> 
      <td class="acenter" width="18.90%"><p style="text-align:center">22.5</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="25.01%"><p style="text-align:left"></p></td> 
      <td class="aleft" width="40.47%"><p style="text-align:left">30 - 39 years</p></td> 
      <td class="acenter" width="15.62%"><p style="text-align:center">10</p></td> 
      <td class="acenter" width="18.90%"><p style="text-align:center">25</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="25.01%"><p style="text-align:left"></p></td> 
      <td class="aleft" width="40.47%"><p style="text-align:left">≥40 years</p></td> 
      <td class="acenter" width="15.62%"><p style="text-align:center">3</p></td> 
      <td class="acenter" width="18.90%"><p style="text-align:center">7.5</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="25.01%"><p style="text-align:left">Place of residence</p></td> 
      <td class="aleft" width="40.47%"><p style="text-align:left">Urban/semi-urban</p></td> 
      <td class="acenter" width="15.62%"><p style="text-align:center">—</p></td> 
      <td class="acenter" width="18.90%"><p style="text-align:center">Majority</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="25.01%"><p style="text-align:left">Marital status</p></td> 
      <td class="aleft" width="40.47%"><p style="text-align:left">Married</p></td> 
      <td class="acenter" width="15.62%"><p style="text-align:center">34</p></td> 
      <td class="acenter" width="18.90%"><p style="text-align:center">85</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="25.01%"><p style="text-align:left"></p></td> 
      <td class="aleft" width="40.47%"><p style="text-align:left">Monogamous</p></td> 
      <td class="acenter" width="15.62%"><p style="text-align:center">19</p></td> 
      <td class="acenter" width="18.90%"><p style="text-align:center">47.5</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="25.01%"><p style="text-align:left">Monthly income</p></td> 
      <td class="aleft" width="40.47%"><p style="text-align:left">Low (&lt;60,000 FCFA)</p></td> 
      <td class="acenter" width="15.62%"><p style="text-align:center">24</p></td> 
      <td class="acenter" width="18.90%"><p style="text-align:center">60</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="25.01%"><p style="text-align:left"></p></td> 
      <td class="aleft" width="40.47%"><p style="text-align:left">Medium (60,000 to 100,000 FCFA)</p></td> 
      <td class="acenter" width="15.62%"><p style="text-align:center">12</p></td> 
      <td class="acenter" width="18.90%"><p style="text-align:center">32.5</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="25.01%"><p style="text-align:left">Educational level</p></td> 
      <td class="aleft" width="40.47%"><p style="text-align:left">No schooling</p></td> 
      <td class="acenter" width="15.62%"><p style="text-align:center">14</p></td> 
      <td class="acenter" width="18.90%"><p style="text-align:center">35</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="25.01%"><p style="text-align:left"></p></td> 
      <td class="aleft" width="40.47%"><p style="text-align:left">Primary education of partners</p></td> 
      <td class="acenter" width="15.62%"><p style="text-align:center">11</p></td> 
      <td class="acenter" width="18.90%"><p style="text-align:center">27.5</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="25.01%"><p style="text-align:left"></p></td> 
      <td class="aleft" width="40.47%"><p style="text-align:left">Secondary education of partners</p></td> 
      <td class="acenter" width="15.62%"><p style="text-align:center">10</p></td> 
      <td class="acenter" width="18.90%"><p style="text-align:center">25</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="25.01%"><p style="text-align:left">Religion</p></td> 
      <td class="aleft" width="40.47%"><p style="text-align:left">Muslim</p></td> 
      <td class="acenter" width="15.62%"><p style="text-align:center">38</p></td> 
      <td class="acenter" width="18.90%"><p style="text-align:center">95</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="25.01%"><p style="text-align:left"></p></td> 
      <td class="aleft" width="40.47%"><p style="text-align:left">Christian</p></td> 
      <td class="acenter" width="15.62%"><p style="text-align:center">2</p></td> 
      <td class="acenter" width="18.90%"><p style="text-align:center">5</p></td> 
     </tr> 
    </table>
   </table-wrap>
   <p>Evaluation of postpartum depression using the Edinburgh Postnatal Depression Scale (EPDS) revealed that 25% of mothers (n = 10) had a score equal to or greater than 10, suggesting probable postpartum depression (see <xref ref-type="fig" rid="fig2">
     Figure 2
    </xref>).</p>
   <p>The analysis showed a significant negative correlation between age and EPDS score (coefficient = −0.377, p = 0.017), indicating that younger mothers were more likely to exhibit depressive symptoms (see <xref ref-type="fig" rid="fig3">
     Figure 3
    </xref>).</p>
   <p>Regarding psychosocial factors, the experience of psychological or physical violence was significantly associated with an EPDS score ≥ 10 (p = 0.031). Among mothers who had experienced violence, 57.14% had a high score compared to 18.18% among others.</p>
   <fig id="fig2" position="float">
    <label>Figure 2</label>
    <caption>
     <title>Figure 2. Distribution of EPDS scores.</title>
    </caption>
    <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/1420988-rId16.jpeg?20250822025749" />
   </fig>
   <fig id="fig3" position="float">
    <label>Figure 3</label>
    <caption>
     <title>Figure 3. Total EPDS score by age group.</title>
    </caption>
    <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/1420988-rId17.jpeg?20250822025749" />
   </fig>
   <p>No significant association was found between postpartum depression and medical or surgical history, personal or family psychiatric history, number of pregnancies or abortions, mode of delivery, number of prenatal visits, occurrence of pregnancy complications, whether pregnancy or baby’s sex was desired, or support from partner or family.</p>
   <p>The association between psychosocial factors and postpartum depression is summarized in <xref ref-type="table" rid="table2">
     Table 2
    </xref>.</p>
  </sec><sec id="s4">
   <title>4. Discussion</title>
   <p>The prevalence of postpartum depression (PPD) observed in this study (25%) is consistent with data reported in several sub-Saharan African countries, including</p>
   <table-wrap id="table2">
    <label>
     <xref ref-type="table" rid="table2">
      Table 2
     </xref></label>
    <caption>
     <title>
      <xref ref-type="bibr" rid="scirp.145020-"></xref>Table 2. Association between psychosocial factors and postpartum depression.</title>
    </caption>
    <table class="MsoTableGrid custom-table" border="0" cellspacing="0" cellpadding="0"> 
     <tr> 
      <td class="custom-bottom-td aleft" width="27.37%"><p style="text-align:left">Factor</p></td> 
      <td class="custom-bottom-td aleft" width="15.32%"><p style="text-align:left">Category</p></td> 
      <td class="custom-bottom-td acenter" width="18.24%"><p style="text-align:center">EPDS &lt; 10 (n, %)</p></td> 
      <td class="custom-bottom-td acenter" width="17.49%"><p style="text-align:center">EPDS ≥ 10 (n, %)</p></td> 
      <td class="custom-bottom-td acenter" width="11.17%"><p style="text-align:center">Total (n)</p></td> 
      <td class="custom-bottom-td acenter" width="10.42%"><p style="text-align:center">p-value</p></td> 
     </tr> 
     <tr> 
      <td rowspan="2" class="custom-top-td aleft" width="27.37%"><p style="text-align:left">Experience of violence</p></td> 
      <td class="custom-top-td aleft" width="15.32%"><p style="text-align:left">No</p></td> 
      <td class="custom-top-td acenter" width="18.24%"><p style="text-align:center">27 (81.82%)</p></td> 
      <td class="custom-top-td acenter" width="17.49%"><p style="text-align:center">6 (18.18%)</p></td> 
      <td class="custom-top-td acenter" width="11.17%"><p style="text-align:center">33</p></td> 
      <td class="custom-top-td acenter" width="10.42%"><p style="text-align:center">0.031*</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="15.32%"><p style="text-align:left">Yes</p></td> 
      <td class="acenter" width="18.24%"><p style="text-align:center">3 (42.86%)</p></td> 
      <td class="acenter" width="17.49%"><p style="text-align:center">4 (57.14%)</p></td> 
      <td class="acenter" width="11.17%"><p style="text-align:center">7</p></td> 
      <td class="acenter" width="10.42%"><p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td rowspan="3" class="aleft" width="27.37%"><p style="text-align:left">Number of abortions</p></td> 
      <td class="aleft" width="15.32%"><p style="text-align:left">0</p></td> 
      <td class="acenter" width="18.24%"><p style="text-align:center">23 (79.31%)</p></td> 
      <td class="acenter" width="17.49%"><p style="text-align:center">6 (20.69%)</p></td> 
      <td class="acenter" width="11.17%"><p style="text-align:center">29</p></td> 
      <td class="acenter" width="10.42%"><p style="text-align:center">0.138</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="15.32%"><p style="text-align:left">1</p></td> 
      <td class="acenter" width="18.24%"><p style="text-align:center">4 (50.00%)</p></td> 
      <td class="acenter" width="17.49%"><p style="text-align:center">4 (50.00%)</p></td> 
      <td class="acenter" width="11.17%"><p style="text-align:center">8</p></td> 
      <td class="acenter" width="10.42%"><p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="15.32%"><p style="text-align:left">2</p></td> 
      <td class="acenter" width="18.24%"><p style="text-align:center">3 (100.00%)</p></td> 
      <td class="acenter" width="17.49%"><p style="text-align:center">0 (0.00%)</p></td> 
      <td class="acenter" width="11.17%"><p style="text-align:center">3</p></td> 
      <td class="acenter" width="10.42%"><p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td rowspan="2" class="aleft" width="27.37%"><p style="text-align:left">Chronic pathology</p></td> 
      <td class="aleft" width="15.32%"><p style="text-align:left">No</p></td> 
      <td class="acenter" width="18.24%"><p style="text-align:center">21 (72.41%)</p></td> 
      <td class="acenter" width="17.49%"><p style="text-align:center">8 (27.59%)</p></td> 
      <td class="acenter" width="11.17%"><p style="text-align:center">29</p></td> 
      <td class="acenter" width="10.42%"><p style="text-align:center">1.000</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="15.32%"><p style="text-align:left">Yes</p></td> 
      <td class="acenter" width="18.24%"><p style="text-align:center">8 (80.00%)</p></td> 
      <td class="acenter" width="17.49%"><p style="text-align:center">2 (20.00%)</p></td> 
      <td class="acenter" width="11.17%"><p style="text-align:center">10</p></td> 
      <td class="acenter" width="10.42%"><p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td rowspan="3" class="aleft" width="27.37%"><p style="text-align:left">Number of pregnancies</p></td> 
      <td class="aleft" width="15.32%"><p style="text-align:left">≥5</p></td> 
      <td class="acenter" width="18.24%"><p style="text-align:center">5 (83.33%)</p></td> 
      <td class="acenter" width="17.49%"><p style="text-align:center">1 (16.67%)</p></td> 
      <td class="acenter" width="11.17%"><p style="text-align:center">6</p></td> 
      <td class="acenter" width="10.42%"><p style="text-align:center">0.842</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="15.32%"><p style="text-align:left">1</p></td> 
      <td class="acenter" width="18.24%"><p style="text-align:center">10 (71.43%)</p></td> 
      <td class="acenter" width="17.49%"><p style="text-align:center">4 (28.57%)</p></td> 
      <td class="acenter" width="11.17%"><p style="text-align:center">14</p></td> 
      <td class="acenter" width="10.42%"><p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="15.32%"><p style="text-align:left">2 - 4</p></td> 
      <td class="acenter" width="18.24%"><p style="text-align:center">13 (72.22%)</p></td> 
      <td class="acenter" width="17.49%"><p style="text-align:center">5 (27.78%)</p></td> 
      <td class="acenter" width="11.17%"><p style="text-align:center">18</p></td> 
      <td class="acenter" width="10.42%"><p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td rowspan="2" class="aleft" width="27.37%"><p style="text-align:left">Mode of delivery</p></td> 
      <td class="aleft" width="15.32%"><p style="text-align:left">Cesarean</p></td> 
      <td class="acenter" width="18.24%"><p style="text-align:center">3 (100.00%)</p></td> 
      <td class="acenter" width="17.49%"><p style="text-align:center">0 (0.00%)</p></td> 
      <td class="acenter" width="11.17%"><p style="text-align:center">3</p></td> 
      <td class="acenter" width="10.42%"><p style="text-align:center">0.556</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="15.32%"><p style="text-align:left">Vaginal</p></td> 
      <td class="acenter" width="18.24%"><p style="text-align:center">26 (72.22%)</p></td> 
      <td class="acenter" width="17.49%"><p style="text-align:center">10 (27.78%)</p></td> 
      <td class="acenter" width="11.17%"><p style="text-align:center">36</p></td> 
      <td class="acenter" width="10.42%"><p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td rowspan="2" class="aleft" width="27.37%"><p style="text-align:left">Number of prenatal visits</p></td> 
      <td class="aleft" width="15.32%"><p style="text-align:left">&lt;4</p></td> 
      <td class="acenter" width="18.24%"><p style="text-align:center">6 (66.67%)</p></td> 
      <td class="acenter" width="17.49%"><p style="text-align:center">3 (33.33%)</p></td> 
      <td class="acenter" width="11.17%"><p style="text-align:center">9</p></td> 
      <td class="acenter" width="10.42%"><p style="text-align:center">0.665</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="15.32%"><p style="text-align:left">≥4</p></td> 
      <td class="acenter" width="18.24%"><p style="text-align:center">24 (77.42%)</p></td> 
      <td class="acenter" width="17.49%"><p style="text-align:center">7 (22.58%)</p></td> 
      <td class="acenter" width="11.17%"><p style="text-align:center">31</p></td> 
      <td class="acenter" width="10.42%"><p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td rowspan="2" class="aleft" width="27.37%"><p style="text-align:left">Pregnancy complications</p></td> 
      <td class="aleft" width="15.32%"><p style="text-align:left">No</p></td> 
      <td class="acenter" width="18.24%"><p style="text-align:center">26 (76.47%)</p></td> 
      <td class="acenter" width="17.49%"><p style="text-align:center">8 (23.53%)</p></td> 
      <td class="acenter" width="11.17%"><p style="text-align:center">34</p></td> 
      <td class="acenter" width="10.42%"><p style="text-align:center">0.629</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="15.32%"><p style="text-align:left">Yes</p></td> 
      <td class="acenter" width="18.24%"><p style="text-align:center">4 (66.67%)</p></td> 
      <td class="acenter" width="17.49%"><p style="text-align:center">2 (33.33%)</p></td> 
      <td class="acenter" width="11.17%"><p style="text-align:center">6</p></td> 
      <td class="acenter" width="10.42%"><p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td rowspan="3" class="aleft" width="27.37%"><p style="text-align:left">Desired baby sex</p></td> 
      <td class="aleft" width="15.32%"><p style="text-align:left">Indifferent</p></td> 
      <td class="acenter" width="18.24%"><p style="text-align:center">19 (82.61%)</p></td> 
      <td class="acenter" width="17.49%"><p style="text-align:center">4 (17.39%)</p></td> 
      <td class="acenter" width="11.17%"><p style="text-align:center">23</p></td> 
      <td class="acenter" width="10.42%"><p style="text-align:center">0.435</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="15.32%"><p style="text-align:left">No</p></td> 
      <td class="acenter" width="18.24%"><p style="text-align:center">3 (60.00%)</p></td> 
      <td class="acenter" width="17.49%"><p style="text-align:center">2 (40.00%)</p></td> 
      <td class="acenter" width="11.17%"><p style="text-align:center">5</p></td> 
      <td class="acenter" width="10.42%"><p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="15.32%"><p style="text-align:left">Yes</p></td> 
      <td class="acenter" width="18.24%"><p style="text-align:center">6 (66.67%)</p></td> 
      <td class="acenter" width="17.49%"><p style="text-align:center">3 (33.33%)</p></td> 
      <td class="acenter" width="11.17%"><p style="text-align:center">9</p></td> 
      <td class="acenter" width="10.42%"><p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td rowspan="2" class="aleft" width="27.37%"><p style="text-align:left">Partner support</p></td> 
      <td class="aleft" width="15.32%"><p style="text-align:left">No</p></td> 
      <td class="acenter" width="18.24%"><p style="text-align:center">2 (66.67%)</p></td> 
      <td class="acenter" width="17.49%"><p style="text-align:center">1 (33.33%)</p></td> 
      <td class="acenter" width="11.17%"><p style="text-align:center">3</p></td> 
      <td class="acenter" width="10.42%"><p style="text-align:center">1.000</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="15.32%"><p style="text-align:left">Yes</p></td> 
      <td class="acenter" width="18.24%"><p style="text-align:center">28 (75.68%)</p></td> 
      <td class="acenter" width="17.49%"><p style="text-align:center">9 (24.32%)</p></td> 
      <td class="acenter" width="11.17%"><p style="text-align:center">37</p></td> 
      <td class="acenter" width="10.42%"><p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td rowspan="2" class="aleft" width="27.37%"><p style="text-align:left">Family support</p></td> 
      <td class="aleft" width="15.32%"><p style="text-align:left">No</p></td> 
      <td class="acenter" width="18.24%"><p style="text-align:center">1 (33.33%)</p></td> 
      <td class="acenter" width="17.49%"><p style="text-align:center">2 (66.67%)</p></td> 
      <td class="acenter" width="11.17%"><p style="text-align:center">3</p></td> 
      <td class="acenter" width="10.42%"><p style="text-align:center">0.149</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="15.32%"><p style="text-align:left">Yes</p></td> 
      <td class="acenter" width="18.24%"><p style="text-align:center">29 (78.38%)</p></td> 
      <td class="acenter" width="17.49%"><p style="text-align:center">8 (21.62%)</p></td> 
      <td class="acenter" width="11.17%"><p style="text-align:center">37</p></td> 
      <td class="acenter" width="10.42%"><p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td rowspan="2" class="aleft" width="27.37%"><p style="text-align:left">Stressful event during pregnancy</p></td> 
      <td class="aleft" width="15.32%"><p style="text-align:left">No</p></td> 
      <td class="acenter" width="18.24%"><p style="text-align:center">15 (83.33%)</p></td> 
      <td class="acenter" width="17.49%"><p style="text-align:center">3 (16.67%)</p></td> 
      <td class="acenter" width="11.17%"><p style="text-align:center">18</p></td> 
      <td class="acenter" width="10.42%"><p style="text-align:center">0.464</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="15.32%"><p style="text-align:left">Yes</p></td> 
      <td class="acenter" width="18.24%"><p style="text-align:center">15 (68.18%)</p></td> 
      <td class="acenter" width="17.49%"><p style="text-align:center">7 (31.82%)</p></td> 
      <td class="acenter" width="11.17%"><p style="text-align:center">22</p></td> 
      <td class="acenter" width="10.42%"><p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td rowspan="2" class="aleft" width="27.37%"><p style="text-align:left">Family psychiatric history</p></td> 
      <td class="aleft" width="15.32%"><p style="text-align:left">No</p></td> 
      <td class="acenter" width="18.24%"><p style="text-align:center">28 (77.78%)</p></td> 
      <td class="acenter" width="17.49%"><p style="text-align:center">8 (22.22%)</p></td> 
      <td class="acenter" width="11.17%"><p style="text-align:center">36</p></td> 
      <td class="acenter" width="10.42%"><p style="text-align:center">0.256</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="15.32%"><p style="text-align:left">Yes</p></td> 
      <td class="acenter" width="18.24%"><p style="text-align:center">2 (50.00%)</p></td> 
      <td class="acenter" width="17.49%"><p style="text-align:center">2 (50.00%)</p></td> 
      <td class="acenter" width="11.17%"><p style="text-align:center">4</p></td> 
      <td class="acenter" width="10.42%"><p style="text-align:center"></p></td> 
     </tr> 
    </table>
   </table-wrap>
   <p>Senegal, Nigeria, Ethiopia, and Cameroon <xref ref-type="bibr" rid="scirp.145020-8">
     [8]
    </xref> <xref ref-type="bibr" rid="scirp.145020-14">
     [14]
    </xref>. This similarity may be explained by the common use of the Edinburgh Postnatal Depression Scale (EPDS) and comparable socioeconomic contexts.</p>
   <p>This prevalence exceeds that reported in countries with higher human development indices, such as the United States and Canada <xref ref-type="bibr" rid="scirp.145020-3">
     [3]
    </xref> <xref ref-type="bibr" rid="scirp.145020-15">
     [15]
    </xref>. These differences may reflect socioeconomic and cultural factors, as well as larger sample sizes in those countries.</p>
   <p>Younger maternal age was identified as an important risk factor, with increased vulnerability among mothers under 25 years of age, corroborating studies conducted in Uganda and Ethiopia <xref ref-type="bibr" rid="scirp.145020-7">
     [7]
    </xref> <xref ref-type="bibr" rid="scirp.145020-16">
     [16]
    </xref>.</p>
   <p>Psychological and physical violence represents a significant risk factor, confirmed by international literature and the recommendations of the World Health Organisation (WHO) <xref ref-type="bibr" rid="scirp.145020-3">
     [3]
    </xref> <xref ref-type="bibr" rid="scirp.145020-17">
     [17]
    </xref>-<xref ref-type="bibr" rid="scirp.145020-19">
     [19]
    </xref>.</p>
   <p>Social support, particularly from partners and family, is recognized as an essential protective factor <xref ref-type="bibr" rid="scirp.145020-8">
     [8]
    </xref> <xref ref-type="bibr" rid="scirp.145020-20">
     [20]
    </xref>. However, in our study, this effect did not reach significance in multivariate analysis, possibly due to the limited sample size.</p>
   <p>Stressful events during pregnancy are often reported as risk factors, although they did not show a significant association here <xref ref-type="bibr" rid="scirp.145020-7">
     [7]
    </xref> <xref ref-type="bibr" rid="scirp.145020-8">
     [8]
    </xref> <xref ref-type="bibr" rid="scirp.145020-21">
     [21]
    </xref>.</p>
  </sec><sec id="s5">
   <title>5. Limitations</title>
   <p>This study has several limitations. First, recall bias may have affected the accuracy of self-reported data, especially concerning experiences of violence or stressful events during pregnancy. Second, the short recruitment period of 38 days, limited to mothers attending postnatal consultations and vaccination sessions, likely reduced the representativeness of the sample. Third, the lack of private spaces for administering the questionnaires may have influenced participants’ willingness to disclose sensitive information. Finally, no multivariate analysis was conducted due to the small sample size, limiting the ability to identify independent risk factors for postpartum depression.</p>
  </sec><sec id="s6">
   <title>6. Conclusions</title>
   <p>Postpartum depression is a prevalent but underrecognised condition in Thiès. Key risk factors identified include the age of young mothers and exposure to psychological or physical violence.</p>
   <p>Despite its serious consequences for mothers, children, and families, PPD is often undiagnosed, in part due to social perceptions that minimise or obscure symptoms. Early recognition and systematic screening are crucial for improving perinatal mental health outcomes.</p>
  </sec>
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