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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Public Health</journal-id>
<journal-title>Frontiers in Public Health</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Public Health</abbrev-journal-title>
<issn pub-type="epub">2296-2565</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpubh.2023.1219992</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Public Health</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Prevalence of mental disorders and psychological trauma among conflict- affected population in Somalia: a cross-sectional study</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Salad</surname>
<given-names>Abdulwahab M</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Malik</surname>
<given-names>SK Md Mamunur Rahman</given-names>
</name>
<xref rid="aff2" ref-type="aff"><sup>2</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/484567/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ndithia</surname>
<given-names>James Mwangi</given-names>
</name>
<xref rid="aff2" ref-type="aff"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Noor</surname>
<given-names>Zeynab</given-names>
</name>
<xref rid="aff3" ref-type="aff"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Madeo</surname>
<given-names>Marina</given-names>
</name>
<xref rid="aff2" ref-type="aff"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Ibrahim</surname>
<given-names>Mohamed</given-names>
</name>
<xref rid="aff4" ref-type="aff"><sup>4</sup></xref>
<xref rid="aff2" ref-type="aff"><sup>2</sup></xref>
<xref rid="c001" ref-type="corresp"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2304644/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>School of Public Health and Tropical Medicine, Somali National University</institution>, <addr-line>Mogadishu</addr-line>, <country>Somalia</country></aff>
<aff id="aff2"><sup>2</sup><institution>WHO, Somalia Country Office</institution>, <addr-line>Mogadishu</addr-line>, <country>Somalia</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Mental Health and Substance Use, Federal Ministry of Health</institution>, <addr-line>Mogadishu</addr-line>, <country>Somalia</country></aff>
<aff id="aff4"><sup>4</sup><institution>School of Social Work, The University of British Columbia</institution>, <addr-line>Vancouver, BC</addr-line>, <country>Canada</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0001">
<p>Edited by: Wulf R&#x00F6;ssler, Charit&#x00E9; University Medicine Berlin, Germany</p>
</fn>
<fn fn-type="edited-by" id="fn0002">
<p>Reviewed by: Vince Hooper, Prince Mohammad bin Fahd University, Saudi Arabia; Vsevolod Konstantinov, Penza State University, Russia</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Mohamed Ibrahim, <email>mohamed.ibrahim@ubc.ca</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>27</day>
<month>09</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>11</volume>
<elocation-id>1219992</elocation-id>
<history>
<date date-type="received">
<day>10</day>
<month>05</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>30</day>
<month>08</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2023 Salad, Malik, Ndithia, Noor, Madeo and Ibrahim.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Salad, Malik, Ndithia, Noor, Madeo and Ibrahim</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<sec id="sec1">
<title>Background</title>
<p>Despite the longstanding psychosocial impact of the interactable conflict in Somalia for the last 30&#x2009;years, there is lack of epidemiological studies of mental health conditions, especially at the population level.</p>
</sec>
<sec id="sec2">
<title>Objectives</title>
<p>The aim of this study is to fill the epidemiological gap and provide population based data on mental health conditions in the South-Central region of Somalia. The specific objectives were: (1) To determine the epidemiological patterns of mental disorders in three sites; Baidoa, Dolow and Kismayo, (2) Understand the socio-demographic characteristics associated with mental health conditions in the study sites, and (3) To assess the correlates between psychological trauma and the mental wellbeing of the population.</p>
</sec>
<sec id="sec3">
<title>Methods</title>
<p>This was a cross-sectional study of 713 respondents recruited from the three sites namely Dolow, Baidoa and Kismayo. Data on sociodemographic characteristics and mental disorders were collected using the MINI and sociodemographic questionnaire. Basic descriptive statistics were used to summarize sociodemographic characteristics. Univariable and multivariable logistic regressions were used to examine factors associated with common mental disorders. Statistical significance was considered at a value of <italic>p</italic> &#x003C;0.05.</p>
</sec>
<sec id="sec4">
<title>Results</title>
<p>Participants&#x2019; mean age was 32.6 (&#x00B1;10.7) years. More than half (58.5%) of the respondents were male. The overall prevalence of common mental disorders was 557 (78.1%) with panic disorder (39.3%), generalized anxiety disorders (34.9%), major depressive episode current (32.1) and PTSD (29.9%). According to the multivariable logistic regression analysis, being male AOR&#x2009;=&#x2009;1.74 (95%CI&#x2009;=&#x2009;1.25, 2.42), having a family size of more than 10 members AOR =1.37 (95% CI&#x2009;=&#x2009;1.00, 1.89), being unemployed AOR&#x2009;=&#x2009;1.90 (95%CI&#x2009;=&#x2009;1.18, 3.06), experienced starvation AOR =3.46 (95%CI&#x2009;=&#x2009;2.23, 5.37), khat use AOR&#x2009;=&#x2009;5.87 (955 CI, 1.75&#x2013;19.65), were identified as predicting factors for the common mental disorders among the study participants.</p>
</sec>
<sec id="sec5">
<title>Conclusion</title>
<p>There is a high prevalence of mental disorders with anxiety disorders being the commonest. Findings reflect earlier studies that showed higher rates in conflict and post-conflict settings. It also aligns with past studies in Somalia. As such, there is an urgent need to integrate mental health and psychosocial support within the primary healthcare and other service sectors such as education considering the vast majority of the population are young.</p>
</sec>
</abstract>
<kwd-group>
<kwd>Somalia</kwd>
<kwd>conflict</kwd>
<kwd>trauma</kwd>
<kwd>mental disorders</kwd>
<kwd>epidemiological patterns</kwd>
<kwd>youth</kwd>
<kwd>psychiatric status rating scales</kwd>
</kwd-group>
<counts>
<fig-count count="0"/>
<table-count count="6"/>
<equation-count count="0"/>
<ref-count count="36"/>
<page-count count="11"/>
<word-count count="7138"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Public Mental Health</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec6">
<label>1.</label>
<title>Introduction</title>
<p>Somalia is a Horn of African nation with approximately 16 million people of which 70% are below the age of 30&#x2009;years, making it one of the youngest nations in the world (<xref ref-type="bibr" rid="ref1">1</xref>). Somalia&#x2019;s population is generally homogenous in terms of language, culture and religious background, with the overwhelming majority speaking the Somali language (<xref ref-type="bibr" rid="ref2">2</xref>). The country has faced decades of conflict and civil strife, lawlessness and severe disruption of law and order. The country has been without an effective central government since the overthrow of the military rule of Mohamed Siad Barre in 1991 and until the establishment of the current institutional system with the 2012 Provisional Constitution, still extremely fragile.</p>
<p>However, the conflicts and crisis in Somalia has existed for much longer than the past 3 decades of state collapse. It dates back to colonial times when European powers (Britain, France, and Italy) violently partitioned, occupied, and colonized the vast Somali-inhabited Horn of Africa region that includes present-day Somalia, Djibouti and parts of Ethiopia and Kenya (<xref ref-type="bibr" rid="ref2">2</xref>&#x2013;<xref ref-type="bibr" rid="ref4">4</xref>). As such, the longstanding conflict has brought untold suffering, massive loss of lives, gross human rights violations, psychological traumas, and significant displacements that continue to the present day (<xref ref-type="bibr" rid="ref2">2</xref>, <xref ref-type="bibr" rid="ref5">5</xref>).</p>
<p>With the adoption of the 2012 Provisional Constitution, currently, the country is politically and administratively federated with six regional states; Benadir Regional Administration, Puntland, Jubaland, Galmudug, South West and Hirshabelle states. In addition, Somaliland, situated in the north, self-declared independence in 1991 after the collapse of the central government but remains unrecognized internationally. The northern regions of Puntland and Somaliland have over the last two decades enjoyed relative stability as compared to South-Central regions which continues to endure conflict and violence to date (<xref ref-type="bibr" rid="ref1">1</xref>, <xref ref-type="bibr" rid="ref6">6</xref>). The relative stability in the north has contributed to improved security, social, economic and health situations (<xref ref-type="bibr" rid="ref7">7</xref>).</p>
<sec id="sec7">
<title>Mental health in conflict and post-conflict settings</title>
<p>The global impact of mental, neurological and substance use disorders (MNS) stand at 10% of the general population, but that percentage jumps to more than double at 22% in countries affected by humanitarian crises (<xref ref-type="bibr" rid="ref8">8</xref>, <xref ref-type="bibr" rid="ref9">9</xref>). The majority (75%) of those affected by MNS are in low- and middle-income countries, especially in conflict and post-conflict settings, and lack access to effective mental health services (<xref ref-type="bibr" rid="ref9">9</xref>, <xref ref-type="bibr" rid="ref10">10</xref>). With the high rates of mental health conditions in humanitarian settings, the current climatic crisis compounded by COVID-19 pandemic has only made the mental health situation worse (<xref ref-type="bibr" rid="ref11">11</xref>). The ongoing climatic shocks has had profound impact on the Somali nation as a large section of the population maintain century old pastoralism lifestyle which is increasingly been threated by recurrent drought. According to UN estimates, over 6 million people been affected by the current drought (<xref ref-type="bibr" rid="ref12">12</xref>).</p>
<p>The Eastern Mediterranean Region of WHO (EMRO) comprising of 21 countries across Horn of Africa (Somalia and Djibouti), North Africa, Middle East, South Asia (Pakistan and Afghanistan) with a population of nearly 700 million host half of the over 80 million displaced population in the world (<xref ref-type="bibr" rid="ref11">11</xref>).</p>
<p>In Somalia, the protracted conflict, social unrest and ensued political instability since the fall of the central government in 1991 has left the country in a complex humanitarian situation. The profound impact of political instability, conflict, insecurity, coupled with resultant economic stagnation and poverty, has been a driving force behind the increased rates of mental illness and psychosocial distress across all segments of society, with vulnerable groups such as women and youth most affected (<xref ref-type="bibr" rid="ref1">1</xref>, <xref ref-type="bibr" rid="ref13">13</xref>, <xref ref-type="bibr" rid="ref14">14</xref>).</p>
<p>A systematic review of mental health in Somalia (<xref ref-type="bibr" rid="ref1">1</xref>) estimated that a third or more of the population experienced and or experiencing some form of mental illness. The review also identified that many of the psychosocial problems faced by the people stem from the effects of the protracted conflict, long-term displacements, economic turmoil and social deprivations. While three decades of unstable governance and the collapse of public institutions have worsened access to livelihoods, education, employment and healthcare services. To date, parts of Somalia especially the South-Central region continues to experience significant insecurity and violence. Thus, the continuous conflict and violence, exacerbated by recurring climatic shocks, have deeply fragmented the social fabric of the society and eroded people&#x2019;s coping mechanisms, community resilience and contributing to the severe psychological distress (<xref ref-type="bibr" rid="ref1">1</xref>, <xref ref-type="bibr" rid="ref6">6</xref>, <xref ref-type="bibr" rid="ref15">15</xref>).</p>
<p>Studies have shown significant mental health issues associated with conflict and refugee experiences in diverse settings (<xref ref-type="bibr" rid="ref1">1</xref>, <xref ref-type="bibr" rid="ref15">15</xref>&#x2013;<xref ref-type="bibr" rid="ref17">17</xref>). The same is true for Somalis (<xref ref-type="bibr" rid="ref18">18</xref>&#x2013;<xref ref-type="bibr" rid="ref20">20</xref>). Psychological experiences associated with living in conflict and crisis have been classified in the biomedical discourse under the categories of post-traumatic stress disorder (PTSD), anxiety, and depression. Somalis also acknowledge feelings of hopelessness, despair, anxiety, and anguish as part of their symptomatology, despite not explicitly labeling such experiences and symptoms as PTSD or depression (<xref ref-type="bibr" rid="ref18">18</xref>). The after-effects of trauma among Somalis have also been described in somatic terms, with emphasis on headaches and other unexplained body pains (<xref ref-type="bibr" rid="ref18">18</xref>, <xref ref-type="bibr" rid="ref21">21</xref>).</p>
<p>Despite this, few studies on Somali mental health exist, especially coming out of Somalia. The few studies that have been conducted bear grim results; for instance, a situational analysis by World Health Organization (WHO) in 2010 estimated that one in every three Somalis suffers from some form of mental illness, thus making Somalia one of the countries with the highest rate of mental illness in low-income countries (<xref ref-type="bibr" rid="ref6">6</xref>). As such, mental illness is a significant health concern in Somalia, a country that has faced decades of political instability, civil unrest, and extreme violence. The prolonged conflict and violence in Somalia have exposed many people to trauma and stress, which are known risk factors for mental illness. Studies showed high exposure to traumatic events, displacement, and significant rates of mental health disorders (<xref ref-type="bibr" rid="ref1">1</xref>, <xref ref-type="bibr" rid="ref6">6</xref>, <xref ref-type="bibr" rid="ref13">13</xref>).</p>
<p>Similarly, recent studies (<xref ref-type="bibr" rid="ref1">1</xref>, <xref ref-type="bibr" rid="ref13">13</xref>, <xref ref-type="bibr" rid="ref17">17</xref>) showed significant increase in substance use, suicide, anxiety and depression among the Somali population. At the same time highlighting the near total absence of mental health services across the country. The country&#x2019;s mental health services are close to non-existent with a strikingly low ratio of just 0.5 psychiatric beds per 100,000 population. In contrast, the WHO Eastern Mediterranean Region maintains a ratio of 6.4 beds/100000, and globally, the figure stands at 24 beds/100000 (<xref ref-type="bibr" rid="ref22">22</xref>). Apart from a handful of inadequately staffed and under-resourced psychiatric hospitals, the country has no community-based mental health services (<xref ref-type="bibr" rid="ref1">1</xref>, <xref ref-type="bibr" rid="ref6">6</xref>, <xref ref-type="bibr" rid="ref13">13</xref>). This dire situation leaves the population without adequate support and exacerbates the challenges faced by those suffering from mental health issues.</p>
<p>Equally impacted by the civil war is the loss of essential human resources in health care as most either fled the country or were victims of the war (<xref ref-type="bibr" rid="ref1">1</xref>, <xref ref-type="bibr" rid="ref6">6</xref>). Hence the country is also facing a serious situation of acute and chronic shortage of health professionals. Such a shortage is more profound in the field of mental health where only a handful of professionals provide services across the country (<xref ref-type="bibr" rid="ref1">1</xref>, <xref ref-type="bibr" rid="ref6">6</xref>).</p>
<p>Cultural beliefs and practices can also impact the perception and treatment of mental illness in Somalia. For example, there is widespread belief that mental illness as a result of the evil eye, <italic>jinn</italic>, or other supernatural forces, leading to stigmatization and a reluctance to seek professional help (<xref ref-type="bibr" rid="ref1">1</xref>, <xref ref-type="bibr" rid="ref14">14</xref>). This drives a significant majority to seek traditional and alternative healing services or simply have those with mental illness abandoned or chained at home (<xref ref-type="bibr" rid="ref1">1</xref>, <xref ref-type="bibr" rid="ref6">6</xref>, <xref ref-type="bibr" rid="ref14">14</xref>).</p>
<p>Research on mental illness in Somalia is limited, due in part to the ongoing conflict and access constraints, lack of resources, and stigma around mental health. One of the major challenges in studying mental illness in Somalia is the lack of reliable data, due to limited number of public and private health care facilities offering mental health services, and limited surveys, including data that should be routinely collected by the country&#x2019;s health information system (<xref ref-type="bibr" rid="ref1">1</xref>). However, a small number of studies conducted provides some insight into the nature of mental illness in Somalia. Most of these studies relied on small sample sizes, or were qualitative in nature, which limited the generalizability of their findings (<xref ref-type="bibr" rid="ref6">6</xref>, <xref ref-type="bibr" rid="ref13">13</xref>, <xref ref-type="bibr" rid="ref23">23</xref>, <xref ref-type="bibr" rid="ref24">24</xref>).</p>
<p>Although there have been efforts to study and understand the mental health needs for the population in Somalia, there are no population wide studies to provide evidence on the mental health status of the population. This study bridges that gap by undertaking a study of a large size sample using a cross-sectional survey in South-Central Somalia, a first for the country.</p>
<p>The aim of this study was to provide population-based epidemiological data on mental health conditions. The specific objectives were:</p>
<list list-type="order">
<list-item><p>To determine the epidemiological patterns of mental disorders in Kismayo and Dolow in Jubaland and Baidoa in South West State within South-Central Somalia.</p></list-item>
<list-item><p>To understand the sociodemographic characteristics associated with mental health conditions.</p></list-item>
<list-item><p>To assess the correlates between psychological trauma and the mental wellbeing of the population.</p></list-item>
</list>
</sec>
</sec>
<sec sec-type="methods" id="sec8">
<label>2.</label>
<title>Methods</title>
<sec id="sec9">
<label>2.1.</label>
<title>Study area</title>
<p>This study was carried out in the three districts mentioned above (Baidoa, Dolow and Kismayo). Baidoa is located approximately 240 kilometers west of Mogadishu. It is characterized by rapid population growth, unplanned urbanization, influx of political refugees, long-standing history of drought and famine.</p>
<p>Kismayo is approximately 500&#x2009;km southwest of Mogadishu. Following the collapse of central government that accompanied the civil war in 1991, various local militias fought for control of the city. The strategic importance of the port, the land fertility of the Juba region for agricultural cultivation and inter-clan conflict contributed to decades of decades of displacement and distress.</p>
<p>Dolow town, a border town of Somalia and Ethiopia that is located approximately 470&#x2009;km northwest of Mogadishu. It has often suffered from strained relations between Ethiopia and Somalia, making its residents displaced multiple times. In the last three decades, the town further suffered the predicament of rival militias fighting over territories and invasions by the Ethiopian army (<xref ref-type="bibr" rid="ref25">25</xref>, <xref ref-type="bibr" rid="ref26">26</xref>).</p>
<sec id="sec10">
<title>Study design, population, and period</title>
<p>This study is a community based cross-sectional study conducted with 713 individuals living in the study sites from October to December 2021. All people aged &#x2265;18&#x2009;years of both non-displaced and internally displaced people (IDP) were recruited during the study period. Participants were excluded in cases of serious health conditions or disability that impeded their ability to competently consent and or complete the questionnaire.</p>
</sec>
</sec>
<sec id="sec11">
<label>2.2.</label>
<title>Study variables</title>
<p>Common mental disorders (CMD) were considered as dependent variables while independent variables included socio-demographic factors such as (age, marital status, education level, family size, and occupation); experience of traumatic events (hunger, combat and witness of killing, lack of shelter and food), and substance use (alcohol, tobacco products, khat and sedatives).</p>
</sec>
<sec id="sec12">
<label>2.3.</label>
<title>Data collection procedures and quality control</title>
<p>The data was collected through face-to-face interviews using demographic questionnaire and pretested Somali version of Mini International Neuropsychiatric Interview (MINI) version 5.0 to generate sociodemographic, mental disorders, and substance related data. MINI is a short diagnostic tool developed for the assessment of ICD10 (psychiatric disorders). It can be administered in approximately 35&#x2013;45&#x2009;min by trained interviewers. The MINI 5.0 comprises of structured psychiatric assessment for all common mental disorders, severe mental health disorders, substance abuse, and suicide risk. This study used the English version of the MINI 5.0 and adapted it to the Somali context. Three authors of this paper, a mental health specialist, a psychologist, and a public health specialist, who are all of Somali origin, collaboratively adapted the English MINI 5.0 to Somali language and cultural context. The MINI questionnaire was then coded in Kobo Collect Software (KoboToolbox, Global) for use on Android operating systems (Google Corporation, Mountain View, CA, USA) by the study team including the research assistants and enumerators. After coding, the research team re-reviewed the Somali translated and adopted MINI 5.0 with focus on understandability, simplicity, and logical sequence of the questions. Eight research assistants (with bachelor in medicine or nursing) were recruited for this study. The research assistants attended a 2-day course on the correct use and administering of the MINI 5.0, in which the research assistants practiced administering and being screened with the MINI 5.0 among themselves.</p>
<p>Further, 60 enumerators (20 for each site) with a minimum bachelor&#x2019;s degree were recruited for data collection. A two-day workshop was held for all the enumerators by the by the first author and the research assistants to ensure that the enumerators understand the administering of the instruments to the study participants. Enumerators received one-on-one supervision by the research assistants to ensure proper administration of the tool. Next, a pilot study of the MINI 5.0 was conducted, in which the questionnaire was tested for 2&#x2009;days among the study participants with the supervision of the first author and research team. Enumerators who administered the MINI 5.0 in the piloting were asked for their thoughts on each question, such as, whether the question was obscure or inappropriate or difficult to understand and if so, how they suggested to improve each issue. Following the pilot implementation, the study team improved the MINI 5.0 based on the enumerators&#x2019; feedback. Eligible participants were referred to a trained enumerator, who administered the MINI 5.0 and the sociodemographic questionnaire.</p>
</sec>
<sec id="sec13">
<label>2.4.</label>
<title>Data processing and analysis</title>
<p>The collected data was checked for completeness and consistency and exported into SPSS version 23 for analysis. Summary of descriptive statistics were calculated to explain the socio-demographic characteristics, experience of trauma events, substance related factors and CMD. To determine factors associated with common mental disorders, first bi-variable logistic regression was performed. Subsequently, significant variables in the bi-variable analysis (value of <italic>p</italic> &#x003C;0.05) were further incorporated into the multi-variable logistic regression. Statistical significance was declared at <italic>p</italic>&#x2009;&#x003C;&#x2009;0.05 and the corresponding 95% confidence interval. Chi-square tests were used for categorical data to analyze the differences in levels of mental disorder proportions across socio-demographic characteristics.</p>
</sec>
</sec>
<sec sec-type="results" id="sec15">
<label>3.</label>
<title>Results</title>
<sec id="sec16">
<label>3.1.</label>
<title>Sociodemographic characteristics of respondents</title>
<p><xref rid="tab1" ref-type="table">Table 1</xref> summarizes sociodemographic information collected from the study&#x2019;s respondents in terms of their residence, age groups, and household characteristics among other variables. The demographic details represent both the non-displaced populations and internally displaced persons (IDPs). Of importance is that most participants were below the age of 34 represented 62.9% of the total study population of 713 while 37% were over 35&#x2009;years.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Socio-demographic characteristics (<italic>n</italic>&#x2009;=&#x2009;713).</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Variables</th>
<th align="center" valign="top">Frequency</th>
<th align="center" valign="top">Percentage</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" colspan="3">Sex of the respondent</td>
</tr>
<tr>
<td align="left" valign="top">Male</td>
<td align="center" valign="top">417</td>
<td align="center" valign="top">58.5</td>
</tr>
<tr>
<td align="left" valign="top">Female</td>
<td align="center" valign="top">296</td>
<td align="center" valign="top">41.5</td>
</tr>
<tr>
<td align="left" valign="top" colspan="3">Age of the respondent</td>
</tr>
<tr>
<td align="left" valign="top">15&#x2013;24</td>
<td align="center" valign="top">170</td>
<td align="center" valign="top">23.8</td>
</tr>
<tr>
<td align="left" valign="top">25&#x2013;34</td>
<td align="center" valign="top">279</td>
<td align="center" valign="top">39.1</td>
</tr>
<tr>
<td align="left" valign="top">&#x2265; 35</td>
<td align="center" valign="top">264</td>
<td align="center" valign="top">37.0</td>
</tr>
<tr>
<td align="left" valign="top" colspan="3">Marital status</td>
</tr>
<tr>
<td align="left" valign="top">Married</td>
<td align="center" valign="top">360</td>
<td align="center" valign="top">50.5</td>
</tr>
<tr>
<td align="left" valign="top">Single</td>
<td align="center" valign="top">214</td>
<td align="center" valign="top">30.0</td>
</tr>
<tr>
<td align="left" valign="top">Divorced</td>
<td align="center" valign="top">95</td>
<td align="center" valign="top">13.3</td>
</tr>
<tr>
<td align="left" valign="top">Widowed</td>
<td align="center" valign="top">44</td>
<td align="center" valign="top">6.2</td>
</tr>
<tr>
<td align="left" valign="top" colspan="3">Family members</td>
</tr>
<tr>
<td align="left" valign="top">1&#x2013;4</td>
<td align="center" valign="top">153</td>
<td align="center" valign="top">21.5</td>
</tr>
<tr>
<td align="left" valign="top">5&#x2013;9</td>
<td align="center" valign="top">427</td>
<td align="center" valign="top">59.9</td>
</tr>
<tr>
<td align="left" valign="top">&#x2265; 10</td>
<td align="center" valign="top">133</td>
<td align="center" valign="top">18.7</td>
</tr>
<tr>
<td align="left" valign="top" colspan="3">Education level</td>
</tr>
<tr>
<td align="left" valign="top">Cannot read and write</td>
<td align="center" valign="top">276</td>
<td align="center" valign="top">38.7</td>
</tr>
<tr>
<td align="left" valign="top">Quranic school</td>
<td align="center" valign="top">294</td>
<td align="center" valign="top">41.2</td>
</tr>
<tr>
<td align="left" valign="top">Secondary grade or less</td>
<td align="center" valign="top">125</td>
<td align="center" valign="top">17.5</td>
</tr>
<tr>
<td align="left" valign="top">College or university graduate</td>
<td align="center" valign="top">18</td>
<td align="center" valign="top">2.5</td>
</tr>
<tr>
<td align="left" valign="top" colspan="3">Occupational status</td>
</tr>
<tr>
<td align="left" valign="top">Unemployed</td>
<td align="center" valign="top">618</td>
<td align="center" valign="top">86.7</td>
</tr>
<tr>
<td align="left" valign="top">Employed</td>
<td align="center" valign="top">94</td>
<td align="center" valign="top">13.2</td>
</tr>
<tr>
<td align="left" valign="top" colspan="3">Study site</td>
</tr>
<tr>
<td align="left" valign="top">Kismayo</td>
<td align="center" valign="top">258</td>
<td align="center" valign="top">36.2</td>
</tr>
<tr>
<td align="left" valign="top">Baidao</td>
<td align="center" valign="top">225</td>
<td align="center" valign="top">31.6</td>
</tr>
<tr>
<td align="left" valign="top">Dolow</td>
<td align="center" valign="top">230</td>
<td align="center" valign="top">32.3</td>
</tr>
<tr>
<td align="left" valign="top" colspan="3">Area of residence</td>
</tr>
<tr>
<td align="left" valign="top">Community</td>
<td align="center" valign="top">576</td>
<td align="center" valign="top">80.8</td>
</tr>
<tr>
<td align="left" valign="top">IDPs</td>
<td align="center" valign="top">137</td>
<td align="center" valign="top">19.2</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>In respect to levels of education, we looked at various categories as shown in <xref rid="tab1" ref-type="table">Table 1</xref>, and our findings show a low level of formal education, i.e., 39% of the respondents stated that they could not read or write even in their own language while 41% have some form of Islamic education from attending local Quranic schools known as <italic>Dugsi</italic> in the Somali language. <italic>Dugsi</italic> typically involves writing and memorizing Qur&#x2019;an, the Islamic holy book. Whereas 17.5% attended elementary or high school, and only 2% had acquired college or university education.</p>
<p>We looked further at marital status of the participants and the findings showed 50% were married while 30% reported being single and the remaining classified as either widowed (6%) or divorced (13%). In addition, the majority 78% of the respondents came from a family with five children or more. Overall, significant group differences (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05) were observed in all the variables in relation to the study site; i.e., non-displaced, displaced communities, family size, and age as well as education levels.</p>
</sec>
<sec id="sec17">
<label>3.2.</label>
<title>Prevalence of mental disorders</title>
<p>We assessed mental health disorders using the various ICD 10 categories. (<xref rid="tab2" ref-type="table">Table 2</xref>) summarizes the prevalence of the most common mental disorders as identified. Overall panic disorder, generalized anxiety disorders, post-traumatic and stress related conditions, and mood disorders appeared to be the most prevalent conditions. Importantly, panic disorders (39%), generalized anxiety disorders (35%), major depressive disorders (32.1%), and PTSD (30%) are the four most common complaints among the study population, while overall, a staggering 78.1% of the participants endorsed experiencing some form of mental or psychological conditions.</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Common mental health disorders among study participants.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Mental health disorders</th>
<th align="center" valign="top">Category</th>
<th align="center" valign="top">Frequency</th>
<th align="center" valign="top">Percentage</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" rowspan="2">Overall common mental health problems</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">156</td>
<td align="left" valign="top">21.9</td>
</tr>
<tr>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">557</td>
<td align="left" valign="top">
<bold>78.1</bold>
</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Major Depressive Episode current</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">484</td>
<td align="left" valign="top">67.9</td>
</tr>
<tr>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">229</td>
<td align="left" valign="top">
<bold>32.1</bold>
</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Major Depressive Episodes recurrent</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">558</td>
<td align="left" valign="top">78.3</td>
</tr>
<tr>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">155</td>
<td align="left" valign="top">
<bold>21.7</bold>
</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Dysthymia current</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">650</td>
<td align="left" valign="top">91.2</td>
</tr>
<tr>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">63</td>
<td align="left" valign="top">
<bold>8.8</bold>
</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Suicide Risk</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">555</td>
<td align="left" valign="top">77.8</td>
</tr>
<tr>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">158</td>
<td align="left" valign="top">
<bold>22.2</bold>
</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Hypomanic</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">583</td>
<td align="left" valign="top">81.8</td>
</tr>
<tr>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">130</td>
<td align="left" valign="top">
<bold>18.2</bold>
</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Manic Episodes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">572</td>
<td align="left" valign="top">80.2</td>
</tr>
<tr>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">141</td>
<td align="left" valign="top">
<bold>19.8</bold>
</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Panic Disorder without Agoraphobia current</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">433</td>
<td align="left" valign="top">60.7</td>
</tr>
<tr>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">280</td>
<td align="left" valign="top">
<bold>39.3</bold>
</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Panic Disorder with Agoraphobia current</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">481</td>
<td align="left" valign="top">67.5</td>
</tr>
<tr>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">232</td>
<td align="left" valign="top">
<bold>32.5</bold>
</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Post-Traumatic Stress Disorder Current</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">500</td>
<td align="left" valign="top">70.1</td>
</tr>
<tr>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">213</td>
<td align="left" valign="top">
<bold>29.9</bold>
</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="2">Mood Disorder with psychotic feature lifetime</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">553</td>
<td align="left" valign="top">77.6</td>
</tr>
<tr>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">160</td>
<td align="left" valign="top">
<bold>22.4</bold>
</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Mood Disorder with psychotic features current</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">484</td>
<td align="left" valign="top">67.9</td>
</tr>
<tr>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">229</td>
<td align="left" valign="top">
<bold>32.1</bold>
</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Psychotic Disorder Current</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">511</td>
<td align="left" valign="top">71.7</td>
</tr>
<tr>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">202</td>
<td align="left" valign="top">
<bold>28.3</bold>
</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Psychotic Disorder Lifetime</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">503</td>
<td align="left" valign="top">70.5</td>
</tr>
<tr>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">210</td>
<td align="left" valign="top">
<bold>29.5</bold>
</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Generalized Anxiety Disorder Current</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">464</td>
<td align="left" valign="top">65.1</td>
</tr>
<tr>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">249</td>
<td align="left" valign="top">
<bold>34.9</bold>
</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec18">
<label>3.3.</label>
<title>Mental disorders and sociodemographic characteristics among study participants</title>
<p>Results in <xref rid="tab3" ref-type="table">Table 3A</xref> show sociodemographic variables (age, sex, marital status) and (<xref rid="tab4" ref-type="table">Table 3B</xref>) (occupation, residence, site). In our analysis, there was an observed statistically significant results based on age, sex, and marital status (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05) in the presence of manic disorder. Sex and age had a statistically significant (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05) difference with the presence of hypomania, manic episodes, panic disorder with agoraphobia (current), mood disorder with psychotic features (current), psychotic disorder (current), and psychotic disorder (lifetime). Age and marital status showed a significant difference (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05) with depressive episodes (recurrent). In addition, age also appeared statistically significance difference (p&#x2009;&#x003C;&#x2009;0.05) with mood disorder with psychotic features (lifetime).</p>
<table-wrap position="float" id="tab3">
<label>Table 3A</label>
<caption>
<p>Mental disorders stratified by sex, age, and marital status (<italic>n</italic>&#x2009;=&#x2009;713).</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="2">ICD-10 mental disorders</th>
<th align="center" valign="top" colspan="3">Sex</th>
<th align="center" valign="top" colspan="4">Age</th>
<th align="center" valign="top" colspan="5">Marital status</th>
</tr>
<tr>
<th align="center" valign="top">Male</th>
<th align="center" valign="top">Female</th>
<th align="center" valign="top">value of p</th>
<th align="center" valign="top">15&#x2013;24</th>
<th align="center" valign="top">25&#x2013;34</th>
<th align="center" valign="top">&#x2265;35</th>
<th align="center" valign="top"><italic>p</italic>-value</th>
<th align="center" valign="top">Married</th>
<th align="center" valign="top">Single</th>
<th align="center" valign="top">Divorced</th>
<th align="center" valign="top">Widowed</th>
<th align="center" valign="top">P-value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Major depressive episode (current)</td>
<td align="center" valign="top">142 (34.1%)</td>
<td align="center" valign="top">87<break/>(29.4%)</td>
<td align="center" valign="top">0.189</td>
<td align="center" valign="top">49<break/>(28.8%)</td>
<td align="center" valign="top">90 (32.3%)</td>
<td align="center" valign="top">90 (34.1%)</td>
<td align="center" valign="top">0.517</td>
<td align="center" valign="top">123 (34.2%)</td>
<td align="center" valign="top">65 (30.4%)</td>
<td align="center" valign="top">32<break/>(33.7%)</td>
<td align="center" valign="top">9<break/>(20.5%)</td>
<td align="center" valign="top">0.279</td>
</tr>
<tr>
<td align="left" valign="top">Major depressive episodes (recurrent)</td>
<td align="center" valign="top">103<break/>(24.7%)</td>
<td align="center" valign="top">52<break/>(17.6%)</td>
<td align="center" valign="top">0.023</td>
<td align="center" valign="top">38 (22.4%)</td>
<td align="center" valign="top">60 (21.5%)</td>
<td align="center" valign="top">57 (21.6%)</td>
<td align="center" valign="top">0.975</td>
<td align="center" valign="top">80 (22.2%)</td>
<td align="center" valign="top">54 (25.2%)</td>
<td align="center" valign="top">20<break/>(21.1%)</td>
<td align="center" valign="top">1<break/>(2.3%)</td>
<td align="center" valign="top">0.010</td>
</tr>
<tr>
<td align="left" valign="top">Dysthymia (current)</td>
<td align="center" valign="top">41<break/>(9.8%)</td>
<td align="center" valign="top">22<break/>(7.4%)</td>
<td align="center" valign="top">0.266</td>
<td align="center" valign="top">11<break/>(6.5%)</td>
<td align="center" valign="top">24<break/>(8.6%)</td>
<td align="center" valign="top">28<break/>(10.6%)</td>
<td align="center" valign="top">0.328</td>
<td align="center" valign="top">34 (9.4%)</td>
<td align="center" valign="top">18<break/>(8.4%)</td>
<td align="center" valign="top">7<break/>(7.4%)</td>
<td align="center" valign="top">4<break/>(9.1%)</td>
<td align="center" valign="top">0.925</td>
</tr>
<tr>
<td align="left" valign="top">Suicide risk</td>
<td align="center" valign="top">94<break/>(22.5%)</td>
<td align="center" valign="top">64<break/>(21.6%)</td>
<td align="center" valign="top">0.771</td>
<td align="center" valign="top">37<break/>(21.8%)</td>
<td align="center" valign="top">56<break/>(20.1%)</td>
<td align="center" valign="top">65<break/>(24.6%)</td>
<td align="center" valign="top">0.439</td>
<td align="center" valign="top">75<break/>(20.8%)</td>
<td align="center" valign="top">51<break/>(23.8%)</td>
<td align="center" valign="top">19<break/>(20%)</td>
<td align="center" valign="top">13<break/>(29.5%)</td>
<td align="center" valign="top">0.501</td>
</tr>
<tr>
<td align="left" valign="top">Hypomanic</td>
<td align="center" valign="top">91<break/>(21.8%)</td>
<td align="center" valign="top">39<break/>(13.2%)</td>
<td align="center" valign="top">0.003</td>
<td align="center" valign="top">28<break/>(16.5%)</td>
<td align="center" valign="top">63<break/>(22.6%)</td>
<td align="center" valign="top">39<break/>(14.8%)</td>
<td align="center" valign="top">0.049</td>
<td align="center" valign="top">63<break/>(17.5%)</td>
<td align="center" valign="top">45<break/>(21%)</td>
<td align="center" valign="top">20<break/>(21.1%)</td>
<td align="center" valign="top">2<break/>(4.5%)</td>
<td align="center" valign="top">0.063</td>
</tr>
<tr>
<td align="left" valign="top">Manic episode</td>
<td align="center" valign="top">98<break/>(23.5%)</td>
<td align="center" valign="top">43<break/>(14.5%)</td>
<td align="center" valign="top">0.003</td>
<td align="center" valign="top">32<break/>(18.8%)</td>
<td align="center" valign="top">71<break/>(25.4%)</td>
<td align="center" valign="top">38<break/>(14.4%)</td>
<td align="center" valign="top">0.005</td>
<td align="center" valign="top">65<break/>(18.1%)</td>
<td align="center" valign="top">55<break/>(25.7%)</td>
<td align="center" valign="top">19<break/>(20%)</td>
<td align="center" valign="top">2<break/>(4.5%)</td>
<td align="center" valign="top">0.008</td>
</tr>
<tr>
<td align="left" valign="top">Panic disorder without agoraphobia (current)</td>
<td align="center" valign="top">168<break/>(40.3%)</td>
<td align="center" valign="top">112<break/>(37.8%)</td>
<td align="center" valign="top">0.509</td>
<td align="center" valign="top">71<break/>(41.8%)</td>
<td align="center" valign="top">119<break/>(42.7%)</td>
<td align="center" valign="top">90<break/>(34.1%)</td>
<td align="center" valign="top">0.093</td>
<td align="center" valign="top">128<break/>(35.6%)</td>
<td align="center" valign="top">105<break/>(49.1%)</td>
<td align="center" valign="top">36<break/>(37.9%)</td>
<td align="center" valign="top">11<break/>(25%)</td>
<td align="center" valign="top">0.002</td>
</tr>
<tr>
<td align="left" valign="top">Panic disorder with agoraphobia (current)</td>
<td align="center" valign="top">151<break/>(36.2%)</td>
<td align="center" valign="top">81<break/>(27.4%)</td>
<td align="center" valign="top">0.013</td>
<td align="center" valign="top">56<break/>(32.9%)</td>
<td align="center" valign="top">105<break/>(37.6%)</td>
<td align="center" valign="top">71<break/>(26.9%)</td>
<td align="center" valign="top">0.028</td>
<td align="center" valign="top">107<break/>(29.7%)</td>
<td align="center" valign="top">88<break/>(41.1%)</td>
<td align="center" valign="top">30<break/>(31.6%)</td>
<td align="center" valign="top">7<break/>(15.9%)</td>
<td align="center" valign="top">0.003</td>
</tr>
<tr>
<td align="left" valign="top">PTSD (current)</td>
<td align="center" valign="top">128<break/>(30.7%)</td>
<td align="center" valign="top">85<break/>(28.7%)</td>
<td align="center" valign="top">0.569</td>
<td align="center" valign="top">50<break/>(29.4%)</td>
<td align="center" valign="top">96<break/>(34.4%)</td>
<td align="center" valign="top">67<break/>(25.4%)</td>
<td align="center" valign="top">0.071</td>
<td align="center" valign="top">92<break/>(25.6%)</td>
<td align="center" valign="top">73<break/>(34.1%)</td>
<td align="center" valign="top">36<break/>(37.9%)</td>
<td align="center" valign="top">12<break/>(27.3%)</td>
<td align="center" valign="top">0.044</td>
</tr>
<tr>
<td align="left" valign="top">Mood disorder with psychotic feature (lifetime)</td>
<td align="center" valign="top">101<break/>(24.2%)</td>
<td align="center" valign="top">59<break/>(19.9%)</td>
<td align="center" valign="top">0.176</td>
<td align="center" valign="top">38<break/>(22.4%)</td>
<td align="center" valign="top">76<break/>(27.2%)</td>
<td align="center" valign="top">46<break/>(17.4%)</td>
<td align="center" valign="top">0.023</td>
<td align="center" valign="top">74<break/>(20.6%)</td>
<td align="center" valign="top">58<break/>(27.1%)</td>
<td align="center" valign="top">22<break/>(23.2%)</td>
<td align="center" valign="top">6<break/>(13.6%)</td>
<td align="center" valign="top">0.145</td>
</tr>
<tr>
<td align="left" valign="top">Mood disorder with psychotic features (current)</td>
<td align="center" valign="top">150<break/>(36%)</td>
<td align="center" valign="top">79<break/>(26.7%)</td>
<td align="center" valign="top">0.009</td>
<td align="center" valign="top">50<break/>(29.4%)</td>
<td align="center" valign="top">105<break/>(37.6%)</td>
<td align="center" valign="top">74<break/>(28%)</td>
<td align="center" valign="top">0.039</td>
<td align="center" valign="top">114<break/>(31.7%)</td>
<td align="center" valign="top">77<break/>(36%)</td>
<td align="center" valign="top">30<break/>(31.6%)</td>
<td align="center" valign="top">8<break/>(18.2%)</td>
<td align="center" valign="top">0.143</td>
</tr>
<tr>
<td align="left" valign="top">Psychotic disorder (current)</td>
<td align="center" valign="top">135<break/>(32.4%)</td>
<td align="center" valign="top">67<break/>(22.6%)</td>
<td align="center" valign="top">0.004</td>
<td align="center" valign="top">44<break/>(25.9%)</td>
<td align="center" valign="top">99<break/>(35.5%)</td>
<td align="center" valign="top">59<break/>(22.3%)</td>
<td align="center" valign="top">0.002</td>
<td align="center" valign="top">100<break/>(27.8%)</td>
<td align="center" valign="top">68<break/>(31.8%)</td>
<td align="center" valign="top">26<break/>(27.4%)</td>
<td align="center" valign="top">8<break/>(18.2%)</td>
<td align="center" valign="top">0.310</td>
</tr>
<tr>
<td align="left" valign="top">Psychotic disorder (lifetime)</td>
<td align="center" valign="top">140<break/>(33.6%)</td>
<td align="center" valign="top">70<break/>(23.6%)</td>
<td align="center" valign="top">0.004</td>
<td align="center" valign="top">45<break/>(26.5%)</td>
<td align="center" valign="top">100<break/>(35.8%)</td>
<td align="center" valign="top">65<break/>(24.6%)</td>
<td align="center" valign="top">0.010</td>
<td align="center" valign="top">109<break/>(30.3%)</td>
<td align="center" valign="top">67<break/>(31.3%)</td>
<td align="center" valign="top">27<break/>(28.4%)</td>
<td align="center" valign="top">7<break/>(15.9%)</td>
<td align="center" valign="top">0.221</td>
</tr>
<tr>
<td align="left" valign="top">Generalized anxiety disorder (current)</td>
<td align="center" valign="top">145<break/>(34.8%)</td>
<td align="center" valign="top">104<break/>(35.1%)</td>
<td align="center" valign="top">0.920</td>
<td align="center" valign="top">49<break/>(28.8%)</td>
<td align="center" valign="top">108<break/>(38.7%)</td>
<td align="center" valign="top">92<break/>(34.8%)</td>
<td align="center" valign="top">0.103</td>
<td align="center" valign="top">116<break/>(32.2%)</td>
<td align="center" valign="top">71<break/>(33.2%)</td>
<td align="center" valign="top">47<break/>(49.5%)</td>
<td align="center" valign="top">15<break/>(34.1%)</td>
<td align="center" valign="top">0.016</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap position="float" id="tab4">
<label>Table 3B</label>
<caption>
<p>Mental disorders stratified by employment status, displacement status and site (<italic>n</italic>&#x2009;=&#x2009;713).</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">ICD-10 mental disorders</th>
<th align="center" valign="top" colspan="3">Occupation</th>
<th align="center" valign="top" colspan="3">Residence area</th>
<th align="center" valign="top" colspan="4">Site</th>
</tr>
<tr>
<th/>
<th align="center" valign="top"><italic>P</italic>-value</th>
<th align="center" valign="top">Unemployed</th>
<th align="center" valign="top">Employed</th>
<th align="center" valign="top"><italic>P</italic>-value</th>
<th align="center" valign="top">Community</th>
<th align="center" valign="top">IDPs</th>
<th align="center" valign="top"><italic>P</italic>-value</th>
<th align="center" valign="top">Kismayo</th>
<th align="center" valign="top">Baidoa</th>
<th align="center" valign="top">Dolow</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Major depressive episode (current)</td>
<td align="center" valign="top">0.064</td>
<td align="center" valign="top">206<break/>(33.3%)</td>
<td align="center" valign="top">23<break/>(24.5%)</td>
<td align="center" valign="top">0.086</td>
<td align="center" valign="top">177<break/>(30.7%)</td>
<td align="center" valign="top">52<break/>(38.0%)</td>
<td align="center" valign="top">0.103</td>
<td align="center" valign="top">54<break/>(20.9%)</td>
<td align="center" valign="top">114<break/>(50.7%)</td>
<td align="center" valign="top">61<break/>(26.5%)</td>
</tr>
<tr>
<td align="left" valign="top">Dysthymia (current)</td>
<td align="center" valign="top">0.423</td>
<td align="center" valign="top">56<break/>(9.1%)</td>
<td align="center" valign="top">7<break/>(7.4%)</td>
<td align="center" valign="top">0.608</td>
<td align="center" valign="top">55<break/>(9.5%)</td>
<td align="center" valign="top">8<break/>(5.8%)</td>
<td align="center" valign="top">0.169</td>
<td align="center" valign="top">22<break/>(8.5%)</td>
<td align="center" valign="top">17<break/>(7.6%)</td>
<td align="center" valign="top">24<break/>(10.4%)</td>
</tr>
<tr>
<td align="left" valign="top">Suicide risk</td>
<td align="center" valign="top">0.839</td>
<td align="center" valign="top">138<break/>(22.3%)</td>
<td align="center" valign="top">19<break/>(20.2%)</td>
<td align="center" valign="top">0.645</td>
<td align="center" valign="top">123<break/>(21.4%)</td>
<td align="center" valign="top">35<break/>(25.5%)</td>
<td align="center" valign="top">0.288</td>
<td align="center" valign="top">52<break/>(20.2%)</td>
<td align="center" valign="top">57<break/>(25.3%)</td>
<td align="center" valign="top">49<break/>(21.3%)</td>
</tr>
<tr>
<td align="left" valign="top">Hypomanic</td>
<td align="center" valign="top">0.090</td>
<td align="center" valign="top">108<break/>(17.5%)</td>
<td align="center" valign="top">22<break/>(23.4%)</td>
<td align="center" valign="top">0.166</td>
<td align="center" valign="top">109<break/>(18.9%)</td>
<td align="center" valign="top">21<break/>(15.3%)</td>
<td align="center" valign="top">0.327</td>
<td align="center" valign="top">45<break/>(17.4%)</td>
<td align="center" valign="top">69<break/>(30.7%)</td>
<td align="center" valign="top">16<break/>(7%)</td>
</tr>
<tr>
<td align="left" valign="top">Manic episode</td>
<td align="center" valign="top">0.063</td>
<td align="center" valign="top">126<break/>(20.4%)</td>
<td align="center" valign="top">15<break/>(16%)</td>
<td align="center" valign="top">0.315</td>
<td align="center" valign="top">117<break/>(20.3%)</td>
<td align="center" valign="top">24<break/>(17.5%)</td>
<td align="center" valign="top">0.460</td>
<td align="center" valign="top">47<break/>(18.2%)</td>
<td align="center" valign="top">78<break/>(34.7%)</td>
<td align="center" valign="top">16<break/>(7%)</td>
</tr>
<tr>
<td align="left" valign="top">Panic disorder</td>
<td align="center" valign="top">0.001</td>
<td align="center" valign="top">246<break/>(39.8%)</td>
<td align="center" valign="top">34<break/>(36.2%)</td>
<td align="center" valign="top">0.501</td>
<td align="center" valign="top">242<break/>(42%)</td>
<td align="center" valign="top">38<break/>(27.7%)</td>
<td align="center" valign="top">0.002</td>
<td align="center" valign="top">107<break/>(41.5%)</td>
<td align="center" valign="top">119<break/>(52.9%)</td>
<td align="center" valign="top">54<break/>(23.5%)</td>
</tr>
<tr>
<td align="left" valign="top">Post-traumatic stress disorder (current)</td>
<td align="center" valign="top">0.010</td>
<td align="center" valign="top">190<break/>(30.7%)</td>
<td align="center" valign="top">23<break/>(24.5%)</td>
<td align="center" valign="top">0.216</td>
<td align="center" valign="top">187<break/>(32.5%)</td>
<td align="center" valign="top">26<break/>(19%)</td>
<td align="center" valign="top">0.002</td>
<td align="center" valign="top">71<break/>(27.5%)</td>
<td align="center" valign="top">99<break/>(44%)</td>
<td align="center" valign="top">43<break/>(18.7%)</td>
</tr>
<tr>
<td align="left" valign="top">Psychotic disorder (current)</td>
<td align="center" valign="top">0.039</td>
<td align="center" valign="top">181<break/>(29.3%)</td>
<td align="center" valign="top">21<break/>(22.3%)</td>
<td align="center" valign="top">0.164</td>
<td align="center" valign="top">174<break/>(30.2%)</td>
<td align="center" valign="top">28<break/>(20.4%)</td>
<td align="center" valign="top">0.023</td>
<td align="center" valign="top">62<break/>(24.0%)</td>
<td align="center" valign="top">100<break/>(44.4%)</td>
<td align="center" valign="top">40<break/>(17.4%)</td>
</tr>
<tr>
<td align="left" valign="top">Psychotic disorder (lifetime)</td>
<td align="center" valign="top">0.015</td>
<td align="center" valign="top">185<break/>(29.9%)</td>
<td align="center" valign="top">25<break/>(26.6%)</td>
<td align="center" valign="top">0.508</td>
<td align="center" valign="top">176<break/>(30.6%)</td>
<td align="center" valign="top">34<break/>(24.8%)</td>
<td align="center" valign="top">0.185</td>
<td align="center" valign="top">64<break/>(24.8%)</td>
<td align="center" valign="top">110<break/>(48.9%)</td>
<td align="center" valign="top">36<break/>(15.7%)</td>
</tr>
<tr>
<td align="left" valign="top">Generalized anxiety disorder (current)</td>
<td align="center" valign="top">0.291</td>
<td align="center" valign="top">224<break/>(36.2%)</td>
<td align="center" valign="top">25<break/>(26.6%)</td>
<td align="center" valign="top">0.068</td>
<td align="center" valign="top">199<break/>(34.5%)</td>
<td align="center" valign="top">50<break/>(36.5%)</td>
<td align="center" valign="top">0.667</td>
<td align="center" valign="top">79<break/>(30.6%)</td>
<td align="center" valign="top">108<break/>(48%)</td>
<td align="center" valign="top">62<break/>(27%)</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Marital status is a moderating variable (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05) in panic disorder without agoraphobia (current), PTSD (current), and generalized anxiety disorder (current). There was no observable significant difference by age, sex, and marital status in major depressive episode (current), dysthymia (current), and suicide risk.</p>
<p>In <xref rid="tab4" ref-type="table">Table 3B</xref>, largely, significant differences by site and occupation (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05) were observed in three disorders, namely, panic, post-traumatic stress, and psychotic disorder. Psychotic disorder (lifetime) was statistically significant different with occupation at <italic>p</italic>&#x2009;&#x003C;&#x2009;0.05. There were significant site differences (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05) in most disorders among participants who were from Dolow and Kismayo with lower proportion of mental disorders compared to those from Baidoa.</p>
</sec>
<sec id="sec19">
<label>3.4.</label>
<title>Factors associated with common mental disorder.</title>
<p>In this study, the overall prevalence of common mental disorders (CMD) was found to be 78.1%. It was higher in males 335 (47%) than females 222 (31%). In bivariable analysis, being male, aged between 15&#x2013;24 or 25&#x2013;34&#x2009;years, unemployed, having family size above or equal 10 members and experienced starvation were associated with CMD. According to the multivariable logistic regression analysis, variable with value of p of less than 0.5 were considered as statistically significant associated with CMD. Accordingly, sex, marital status, occupation, family size, experience of ill-health without access to medical care, experiences of combat situation, bodily harm, starvation, use of sedatives or sleeping pills, khat, and tobacco products had significant associations with CMD. The odds of experiencing CMD for unemployed participants were 1.90 times higher (AOR&#x2009;=&#x2009;1.90, 95% CI&#x2009;=&#x2009;1.18&#x2013;3.06) than employed. Those who had family size of equal or more than 10 members were 3.3 times more likely to develop CMD (AOR&#x2009;=&#x2009;3.3, 95% CI&#x2009;=&#x2009;1.90&#x2013;5.72) compared with those who had family size of 1&#x2013;4 members. The odds of having CMD among study participants who experienced starvation was 3.46 times (AOR&#x2009;=&#x2009;3.46, 95% CI&#x2009;=&#x2009;2.23&#x2013;5.37) higher as compared to their counterparts. Participants who use khat were 5.87 times more likely to have CMD (AOR&#x2009;=&#x2009;5.87, 955 CI, 1.75&#x2013;19.65) than participants who did not use. Participants who were physically harmed or beaten were 95% more likely to have CMD (AOR&#x2009;=&#x2009;1.95, 95% CI&#x2009;=&#x2009;1.23&#x2013;3.09) compared to those who did not experience the same (<xref rid="tab5" ref-type="table">Table 4</xref>).</p>
<table-wrap position="float" id="tab5">
<label>Table 4</label>
<caption>
<p>Factors associated with any mental health disorders among the study participants.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="2">Variable</th>
<th align="center" valign="top" colspan="2">MHDs</th>
<th align="center" valign="top">COR</th>
<th align="center" valign="top">AOR</th>
<th align="center" valign="top"><italic>p</italic>-value</th>
</tr>
<tr>
<th align="center" valign="top">No</th>
<th align="center" valign="top">Yes</th>
<th/>
<th/>
<th/>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" colspan="6">Sex</td>
</tr>
<tr>
<td align="left" valign="top">Male</td>
<td align="center" valign="top">82</td>
<td align="center" valign="top">335</td>
<td align="center" valign="top">4.08 (3.20, 5.201)</td>
<td align="center" valign="top">1.74 (1.25, 2.42)<bold>&#x002A;</bold></td>
<td align="center" valign="top">
<bold>0.001</bold>
</td>
</tr>
<tr>
<td align="left" valign="top">Female</td>
<td align="center" valign="top">74</td>
<td align="center" valign="top">222</td>
<td align="center" valign="top">
<bold>1</bold>
</td>
<td align="center" valign="top">
<bold>1</bold>
</td>
<td/>
</tr>
<tr>
<td align="left" valign="top" colspan="6">Age</td>
</tr>
<tr>
<td align="left" valign="top">15&#x2013;24</td>
<td align="center" valign="top">39</td>
<td align="center" valign="top">131</td>
<td align="center" valign="top">3.35 (2.34, 4.80)</td>
<td align="center" valign="top">1.12 (0.71, 1.78)</td>
<td align="center" valign="top">0.605</td>
</tr>
<tr>
<td align="left" valign="top">25&#x2013;34</td>
<td align="center" valign="top">57</td>
<td align="center" valign="top">222</td>
<td align="center" valign="top">3.89 (2.91, 5.21)</td>
<td align="center" valign="top">1.40 (0.96, 2.05)</td>
<td align="center" valign="top">0.077</td>
</tr>
<tr>
<td align="left" valign="top">&#x2265;35</td>
<td align="center" valign="top">60</td>
<td align="center" valign="top">204</td>
<td align="center" valign="top">
<bold>1</bold>
</td>
<td align="center" valign="top">
<bold>1</bold>
</td>
<td/>
</tr>
<tr>
<td align="left" valign="top" colspan="6">Marital status</td>
</tr>
<tr>
<td align="left" valign="top">Married</td>
<td align="center" valign="top">95</td>
<td align="center" valign="top">265</td>
<td align="center" valign="top">
<bold>1</bold>
</td>
<td align="center" valign="top">
<bold>1</bold>
</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Single</td>
<td align="center" valign="top">29</td>
<td align="center" valign="top">185</td>
<td align="center" valign="top">6.37 (4.31, 9.43)</td>
<td align="center" valign="top">2.38 (1.45, 3.89)<bold>&#x002A;</bold></td>
<td align="center" valign="top">
<bold>0.001</bold>
</td>
</tr>
<tr>
<td align="left" valign="top">Divorced</td>
<td align="center" valign="top">22</td>
<td align="center" valign="top">73</td>
<td align="center" valign="top">3.31 (2.06, 5.34)</td>
<td align="center" valign="top">1.63 (0.96, 2.76)</td>
<td align="center" valign="top">0.069</td>
</tr>
<tr>
<td align="left" valign="top">widowed</td>
<td align="center" valign="top">10</td>
<td align="center" valign="top">34</td>
<td align="center" valign="top">3.40 (1.68, 6.88)</td>
<td align="center" valign="top">2.04 (0.97, 4.28)</td>
<td align="center" valign="top">0.059</td>
</tr>
<tr>
<td align="left" valign="top" colspan="6">Family size</td>
</tr>
<tr>
<td align="left" valign="top">1&#x2013;4</td>
<td align="center" valign="top">33</td>
<td align="center" valign="top">120</td>
<td align="center" valign="top">
<bold>1</bold>
</td>
<td align="center" valign="top">
<bold>1</bold>
</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">5&#x2013;9</td>
<td align="center" valign="top">106</td>
<td align="center" valign="top">321</td>
<td align="center" valign="top">3.02 (2.43, 3.77)</td>
<td align="center" valign="top">
<bold>1.37 (1.00, 1.89) &#x002A;&#x002A;</bold>
</td>
<td align="center" valign="top">
<bold>0.049</bold>
</td>
</tr>
<tr>
<td align="left" valign="top">&#x2265;10</td>
<td align="center" valign="top">17</td>
<td align="center" valign="top">116</td>
<td align="center" valign="top">6.82 (4.10, 11.35)</td>
<td align="center" valign="top">3.30 (1.90, 5.72)<bold>&#x002A;</bold></td>
<td align="center" valign="top">
<bold>0.000</bold>
</td>
</tr>
<tr>
<td align="left" valign="top" colspan="6">Education level</td>
</tr>
<tr>
<td align="left" valign="top">Cannot read and write</td>
<td align="center" valign="top">59</td>
<td align="center" valign="top">217</td>
<td align="center" valign="top">3.67 (2.75, 4.90)</td>
<td align="center" valign="top">1.09 (0.60, 1.95)</td>
<td align="center" valign="top">0.768</td>
</tr>
<tr>
<td align="left" valign="top">Quranic Madarasa</td>
<td align="center" valign="top">65</td>
<td align="center" valign="top">229</td>
<td align="center" valign="top">3.52 (2.67, 4.64)</td>
<td align="center" valign="top">1.01 (0.59, 1.71)</td>
<td align="center" valign="top">0.969</td>
</tr>
<tr>
<td align="left" valign="top">secondary grade or less</td>
<td align="center" valign="top">31</td>
<td align="center" valign="top">94</td>
<td align="center" valign="top">3.03 (2.02, 4.55)</td>
<td align="center" valign="top">0.95 (0.53, 1.72)</td>
<td align="center" valign="top">0.886</td>
</tr>
<tr>
<td align="left" valign="top">College or university graduate</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">17</td>
<td align="center" valign="top">
<bold>1</bold>
</td>
<td align="center" valign="top">
<bold>1</bold>
</td>
<td/>
</tr>
<tr>
<td align="left" valign="top" colspan="6">Occupation</td>
</tr>
<tr>
<td align="left" valign="top">Unemployed</td>
<td align="center" valign="top">126</td>
<td align="center" valign="top">492</td>
<td align="center" valign="top">3.90 (3.21, 4.74)</td>
<td align="center" valign="top">1.90 (1.18, 3.06)<bold>&#x002A;</bold></td>
<td align="center" valign="top">
<bold>0.008</bold>
</td>
</tr>
<tr>
<td align="left" valign="top">Employed</td>
<td align="center" valign="top">30</td>
<td align="center" valign="top">64</td>
<td align="center" valign="top">
<bold>1</bold>
</td>
<td align="center" valign="top">
<bold>1</bold>
</td>
<td/>
</tr>
<tr>
<td align="left" valign="top" colspan="6">Residence area</td>
</tr>
<tr>
<td align="left" valign="top">Community</td>
<td align="center" valign="top">118</td>
<td align="center" valign="top">458</td>
<td align="center" valign="top">
<bold>1</bold>
</td>
<td align="center" valign="top">
<bold>1</bold>
</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">IDPs</td>
<td align="center" valign="top">38</td>
<td align="center" valign="top">99</td>
<td align="center" valign="top">2.60 (1.79, 3.78)</td>
<td align="center" valign="top">0.69 (0.44, 1.10)</td>
<td align="center" valign="top">0.122</td>
</tr>
<tr>
<td align="left" valign="top" colspan="6">Lack of shelter</td>
</tr>
<tr>
<td align="left" valign="top">No</td>
<td align="center" valign="top">73</td>
<td align="center" valign="top">235</td>
<td align="center" valign="top">
<bold>1</bold>
</td>
<td align="center" valign="top">
<bold>1</bold>
</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">83</td>
<td align="center" valign="top">322</td>
<td align="center" valign="top">3.88 (3.04, 4.93)</td>
<td align="center" valign="top">0.77 (0.51, 1.17)</td>
<td align="center" valign="top">0.233</td>
</tr>
<tr>
<td align="left" valign="top" colspan="6">Ill health without access to medical care</td>
</tr>
<tr>
<td align="left" valign="top">No</td>
<td align="center" valign="top">50</td>
<td align="center" valign="top">79</td>
<td align="center" valign="top">
<bold>1</bold>
</td>
<td align="center" valign="top">
<bold>1</bold>
</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">106</td>
<td align="center" valign="top">478</td>
<td align="center" valign="top">4.50 (3.65, 5.56)</td>
<td align="center" valign="top">3.14 (2.00, 4.93)<bold>&#x002A;</bold></td>
<td align="center" valign="top">
<bold>0.000</bold>
</td>
</tr>
<tr>
<td align="left" valign="top" colspan="6">Combat situation</td>
</tr>
<tr>
<td align="left" valign="top">No</td>
<td align="center" valign="top">133</td>
<td align="center" valign="top">331</td>
<td align="center" valign="top">
<bold>1</bold>
</td>
<td align="center" valign="top">
<bold>1</bold>
</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">23</td>
<td align="center" valign="top">226</td>
<td align="center" valign="top">9.82 (6.39, 15.09)</td>
<td align="center" valign="top">2.82 (1.72, 4.62)<bold>&#x002A;</bold></td>
<td align="center" valign="top">
<bold>0.000</bold>
</td>
</tr>
<tr>
<td align="left" valign="top" colspan="6">Beatings (bodily harm)</td>
</tr>
<tr>
<td align="left" valign="top">No</td>
<td align="center" valign="top">127</td>
<td align="center" valign="top">334</td>
<td align="center" valign="top">
<bold>1</bold>
</td>
<td align="center" valign="top">
<bold>1</bold>
</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">29</td>
<td align="center" valign="top">223</td>
<td align="center" valign="top">7.69 (5.22, 11.32)</td>
<td align="center" valign="top">1.95 (1.23, 3.09)<bold>&#x002A;</bold></td>
<td align="center" valign="top">
<bold>0.004</bold>
</td>
</tr>
<tr>
<td align="left" valign="top" colspan="6">Witness killing/murder</td>
</tr>
<tr>
<td align="left" valign="top">No</td>
<td align="center" valign="top">151</td>
<td align="center" valign="top">497</td>
<td align="center" valign="top">
<bold>1</bold>
</td>
<td align="center" valign="top">
<bold>1</bold>
</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">5</td>
<td align="center" valign="top">60</td>
<td align="center" valign="top">12.00 (4.81, 29.88)</td>
<td align="center" valign="top">1.69 (0.61, 4.65)</td>
<td align="center" valign="top">0.305</td>
</tr>
<tr>
<td align="left" valign="top" colspan="6">Experience Starvation</td>
</tr>
<tr>
<td align="left" valign="top">No</td>
<td align="center" valign="top">127</td>
<td align="center" valign="top">285</td>
<td align="center" valign="top">
<bold>1</bold>
</td>
<td align="center" valign="top">
<bold>1</bold>
</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">29</td>
<td align="center" valign="top">272</td>
<td align="center" valign="top">9.37 (6.39, 13.75)</td>
<td align="center" valign="top">3.46 (2.23, 5.37)<bold>&#x002A;</bold></td>
<td align="center" valign="top">
<bold>0.000</bold>
</td>
</tr>
<tr>
<td align="left" valign="top" colspan="6">Tobacco products</td>
</tr>
<tr>
<td align="left" valign="top">No</td>
<td align="center" valign="top">110</td>
<td align="center" valign="top">326</td>
<td align="center" valign="top">
<bold>1</bold>
</td>
<td align="center" valign="top">
<bold>1</bold>
</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">46</td>
<td align="center" valign="top">231</td>
<td align="center" valign="top">5.02 (3.66, 6.89)</td>
<td align="center" valign="top">1.82 (1.26, 2.62)<bold>&#x002A;</bold></td>
<td align="center" valign="top">
<bold>0.001</bold>
</td>
</tr>
<tr>
<td align="left" valign="top" colspan="6">Alcoholic beverages</td>
</tr>
<tr>
<td align="left" valign="top">No</td>
<td align="center" valign="top">147</td>
<td align="center" valign="top">477</td>
<td align="center" valign="top">
<bold>1</bold>
</td>
<td align="center" valign="top">
<bold>1</bold>
</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">9</td>
<td align="center" valign="top">80</td>
<td align="center" valign="top">8.88 (4.46, 17.70)</td>
<td align="center" valign="top">0.77 (0.27, 2.183)</td>
<td align="center" valign="top">0.626</td>
</tr>
<tr>
<td align="left" valign="top" colspan="6">Sedatives or Sleeping Pills</td>
</tr>
<tr>
<td align="left" valign="top">No</td>
<td align="center" valign="top">125</td>
<td align="center" valign="top">323</td>
<td align="center" valign="top">
<bold>1</bold>
</td>
<td align="center" valign="top">
<bold>1</bold>
</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">31</td>
<td align="center" valign="top">234</td>
<td align="center" valign="top">7.54 (5.19, 10.97)</td>
<td align="center" valign="top">4.02 (2.66, 6.08)<bold>&#x002A;</bold></td>
<td align="center" valign="top">
<bold>0.000</bold>
</td>
</tr>
<tr>
<td align="left" valign="top" colspan="6">Khat chewing</td>
</tr>
<tr>
<td align="left" valign="top">No</td>
<td align="center" valign="top">153</td>
<td align="center" valign="top">512</td>
<td align="center" valign="top">
<bold>1</bold>
</td>
<td align="center" valign="top">
<bold>1</bold>
</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">45</td>
<td align="center" valign="top">15.00 (4.66, 48.26)</td>
<td align="center" valign="top">5.87 (1.75, 19.65)<bold>&#x002A;</bold></td>
<td align="center" valign="top">
<bold>0.004</bold>
</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec20">
<label>3.5.</label>
<title>Traumatic experience and substance use</title>
<p>In this table, we looked at the co-morbidity between various mental health conditions ie anxiety, depression and PTSD and substance use. More than one third of the study participants (42.2%) experienced starvation. Similarly, one third of the participants (35.3%) reported that they had been exposed to physical bodily harm or beatings. Of the total of 713 participants, 277 (38.8%) reported using tobacco products, and 265 (37.2%) reported using sedatives or sleeping pills. In addition, most of the study participants (81.9%) reported that they have experienced ill health without access to medical care (see <xref rid="tab6" ref-type="table">Table 5</xref>).</p>
<table-wrap position="float" id="tab6">
<label>Table 5</label>
<caption>
<p>Traumatic experience and substance use.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">No</th>
<th align="left" valign="top">Substances use</th>
<th align="center" valign="top">Categories</th>
<th align="center" valign="top">Frequencies</th>
<th align="center" valign="top">Percentages</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" rowspan="2">
<bold>1</bold>
</td>
<td align="left" valign="top" rowspan="2">Alcoholic beverages (beer, wine, spirits, etc.)</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">624</td>
<td align="left" valign="top">87.5</td>
</tr>
<tr>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">89</td>
<td align="left" valign="top">
<bold>12.5</bold>
</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">
<bold>2</bold>
</td>
<td align="left" valign="top" rowspan="2">Tobacco products (cigarettes, chewing tobacco, cigars, etc.)</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">436</td>
<td align="left" valign="top">61.2</td>
</tr>
<tr>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">277</td>
<td align="left" valign="top">
<bold>38.8</bold>
</td>
</tr>
<tr>
<td align="left" valign="top">
<bold>4</bold>
</td>
<td align="left" valign="top">Sedatives or Sleeping Pills (Valium, Serepax, Rohypnol, etc.)</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">448</td>
<td align="left" valign="top">62.8</td>
</tr>
<tr>
<td align="left" valign="top">
<bold>5</bold>
</td>
<td align="left" valign="top" rowspan="2">Khat chewing</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">265</td>
<td align="left" valign="top">
<bold>37.2</bold>
</td>
</tr>
<tr>
<td align="left" valign="top">
<bold>6</bold>
</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">665</td>
<td align="left" valign="top">93.3</td>
</tr>
<tr>
<td align="left" valign="top">7</td>
<td align="left" valign="top" rowspan="2">Ill health without access to medical care</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">129</td>
<td align="left" valign="top">18.1</td>
</tr>
<tr>
<td align="left" valign="top">8</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">584</td>
<td align="left" valign="top">81.9</td>
</tr>
<tr>
<td align="left" valign="top">9</td>
<td align="left" valign="top" rowspan="2">Beating to the body</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">461</td>
<td align="left" valign="top">64.7</td>
</tr>
<tr>
<td align="left" valign="top">10</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">252</td>
<td align="left" valign="top">35.3</td>
</tr>
<tr>
<td align="left" valign="top">11</td>
<td align="left" valign="top" rowspan="2">Experience Starvation</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">412</td>
<td align="left" valign="top">57.8</td>
</tr>
<tr>
<td align="left" valign="top">12</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">301</td>
<td align="left" valign="top">42.2</td>
</tr>
<tr>
<td align="left" valign="top">13</td>
<td align="left" valign="top" rowspan="2">Witness killing/murder</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">648</td>
<td align="left" valign="top">90.9</td>
</tr>
<tr>
<td align="left" valign="top">14</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">65</td>
<td align="left" valign="top">9.1</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">15</td>
<td align="left" valign="top" rowspan="2">Witness killing/murder</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">648</td>
<td align="left" valign="top">90.9</td>
</tr>
<tr>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">65</td>
<td align="left" valign="top">9.1</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
</sec>
<sec sec-type="discussions" id="sec21">
<label>4.</label>
<title>Discussion</title>
<p>To our understanding, this is the first large scale cross-sectional study on mental illness in Somalia that covers a large geographical portion of the country. The study attempted to partly bridge an important epidemiological hole in Somalia in understanding the link between psychological trauma and mental health in the context of a complex and intractable conflict. Importantly, it also adds to the knowledge base in similar conflict and post-conflict settings.</p>
<p>Some of the demographic highlights are that the population is young with the vast majority (62.9%) below the age of 34&#x2009;years. These statistics reflect earlier population estimates that show Somalia having one of the youngest populations of about 70% (<xref ref-type="bibr" rid="ref23">23</xref>). Regarding mental health conditions, the findings show a significantly high level of anxiety (34.9%), PTSD (30%), and depression (32.1%) among the study population. This again is likely the reflection of the many years of conflict, displacement, and associated psychological distress which shows significant presence of trauma-related conditions among the Somali population and supported by other studies done in Somalia (<xref ref-type="bibr" rid="ref1">1</xref>, <xref ref-type="bibr" rid="ref6">6</xref>, <xref ref-type="bibr" rid="ref13">13</xref>, <xref ref-type="bibr" rid="ref24">24</xref>). A recent study (<xref ref-type="bibr" rid="ref17">17</xref>) showed high level of PTSD (32%) among IDP population in Mogadishu, Somalia which is almost similar 30% to the findings of this study. While studies in Colombia (<xref ref-type="bibr" rid="ref27">27</xref>), Uganda (<xref ref-type="bibr" rid="ref28">28</xref>), Kashmir (<xref ref-type="bibr" rid="ref29">29</xref>), Ethiopia (<xref ref-type="bibr" rid="ref30">30</xref>) and Syria (<xref ref-type="bibr" rid="ref31">31</xref>) showed elevated levels of CMDs especially depression, anxiety and PTSD in conflict and post-conflict settings. However, the rates vary across these settings and the difference in rates of mental health conditions across conflict-related settings could be due to a variety reasons such as; use of different study tools, sampling techniques, cultural differences in illness narratives, nature of humanitarian situation as well personal and communal experiences of trauma (inter-communal, interpersonal and or intimate partner violence). Nevertheless, this and other studies in conflict and humanitarian settings show the impact of trauma and associated psychosocial stressors on the psychosocial wellbeing of the affected individuals, families and communities.</p>
<p>For the findings of this study, if all types of anxiety disorders are combined, then they outstrip all disorders, suggesting the state of fear and uncertainty of the Somali population.</p>
</sec>
<sec id="sec22">
<label>5.</label>
<title>Conclusion and recommendations</title>
<p>In conclusion, the study confirms the high prevalence of mental health disorders, particularly anxiety, PTSD, and depression among the study population. The armed conflict is likely to end but the psychological impact will likely be an intergenerational challenge if not comprehensively and adequately addressed. The long-term effects of adverse childhood experiences have been well documented and show children who experience significant childhood challenges such as violence, hunger and death of parents may develop long-term physical and psychological health conditions such as hypertension, diabetes, mental illness, and substance abuse (<xref ref-type="bibr" rid="ref32">32</xref>&#x2013;<xref ref-type="bibr" rid="ref34">34</xref>).</p>
<p>Thus, this study shows the urgent need to address the mental health needs of the population, especially the youth who represent the majority both in the sample and in the general population. For a population so young, traumatized, uneducated, and hugely unemployed, Somalia&#x2019;s crisis is far from over and requires comprehensive approach to addressing trauma and resultant psychological distress in a culturally appropriate framework that involves inter- and multi-sectoral stakeholders that cuts across health, social, educational, political, and economic services.</p>
<p>Expanding the provision of mental health care and psychosocial support is a dire need in Somalia, and given the acute and chronic shortage of mental health specialists (psychiatric nurses, psychologists, social workers and psychiatrists), it is unlikely in the foreseeable future that Somalia will be able to train sufficient mental health specialists (<xref ref-type="bibr" rid="ref8">8</xref>). Therefore, it is prudent, realistic and strategic to adopt a task-sharing model in which non-specialists provide mental health services integrated into primary health care (<xref ref-type="bibr" rid="ref35">35</xref>). With the huge demand for mental health services, the country and its development partners need to strategically address the treatment gap through a task-sharing model in order to address the unmet needs, strengthen and utilize existing health infrastructure and workforce, while increasing community outreach and support through enlisting more community health workers (<xref ref-type="bibr" rid="ref36">36</xref>).</p>
</sec>
<sec id="sec23">
<label>6.</label>
<title>Strengths and limitations</title>
<p>The strengths of this study were the use of standard psychometric tools that were translated as per WHO guidelines and the community engagements from services users, policy makers and community members. The online data collection using GPS enhanced technology reduced inconsistency and able to address any technicalities. The MINI assessment tool that we utilized has been cross-culturally used in other settings in the past but has not been validated in the Somalia context as such we translated in the local Somali language, tested and piloted in the context of South-Central Somalia.</p>
<p>Thus, a significant limitation of this study is, that the assessment tool has not yet been validated in the population under consideration. This is a task for future studies. The project was also significantly impacted by the global COVID-19 pandemic, as it was implemented at the height of the pandemic when movements were restricted thus delaying the implementation as well the data collection.</p>
</sec>
<sec sec-type="data-availability" id="sec24">
<title>Data availability statement</title>
<p>The data supporting the findings of this study is available at Somali National University. Requests can be made to the lead author AS.</p>
</sec>
<sec id="sec25" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The studies involving humans were approved by The Somali National University Ethics Review Board. The studies were conducted in accordance with the local legislation and institutional requirements. The participants provided their written informed consent to participate in this study.</p>
</sec>
<sec id="sec26">
<title>Author contributions</title>
<p>The SM author was the overall lead of the project and contributed to the overall success of the project, while AS, JN, ZN, MM, and MI undertook the trainings, supervisions, data collection, analysis, and write-up of the manuscripts. The MI author also coordinated the manuscript development and is the corresponding author. All authors contributed to the article and approved the submitted version.</p>
</sec>
</body>
<back>
<sec sec-type="funding-information" id="sec27">
<title>Funding</title>
<p>This project was funded by the United Nations Peacebuilding Fund through competitive call.</p>
</sec>
<ack>
<p>This is to acknowledge the important editorial contributions of Lesley Carson, Halifax, Nova Scotia. We also acknowledge the following partners who were involved in the implementation, study and evaluation of the project International Organization for Migration, UNICEF, MHPSS Collaborative, Africa Mental Health Foundation, Ministry of Health and Somali National University.</p>
</ack>
<sec sec-type="COI-statement" id="sec28">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="sec100" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec sec-type="supplementary-material" id="sec29">
<title>Supplementary material</title>
<p>The Supplementary material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fpubh.2023.1219992/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fpubh.2023.1219992/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Data_Sheet_1.PDF" id="SM1" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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