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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Psychiatry</journal-id>
<journal-title>Frontiers in Psychiatry</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Psychiatry</abbrev-journal-title>
<issn pub-type="epub">1664-0640</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpsyt.2023.1241611</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Psychiatry</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Arabic validation of the &#x201C;Mental Health Knowledge Schedule&#x201D; and the &#x201C;Reported and Intended Behavior Scale&#x201D;</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Ben Amor</surname>
<given-names>Maryem</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</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/2175585/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zgueb</surname>
<given-names>Yosra</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<xref rid="aff2" ref-type="aff"><sup>2</sup></xref>
<xref rid="aff3" ref-type="aff"><sup>3</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2419475/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Bouguira</surname>
<given-names>Emna</given-names>
</name>
<xref rid="aff4" ref-type="aff"><sup>4</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2542228/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Metsahel</surname>
<given-names>Amani</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2388556/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Aissa</surname>
<given-names>Amina</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<xref rid="aff2" ref-type="aff"><sup>2</sup></xref>
<xref rid="aff3" ref-type="aff"><sup>3</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/1228407/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Thonicroft</surname>
<given-names>Graham</given-names>
</name>
<xref rid="aff5" ref-type="aff"><sup>5</sup></xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ouali</surname>
<given-names>Uta</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<xref rid="aff2" ref-type="aff"><sup>2</sup></xref>
<xref rid="aff3" ref-type="aff"><sup>3</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/1180735/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Department of Psychiatry A, Razi University Hospital</institution>, <addr-line>La Manouba</addr-line>, <country>Tunisia</country></aff>
<aff id="aff2"><sup>2</sup><institution>Faculty of Medicine of Tunis, University of Tunis El Manar</institution>, <addr-line>Tunis</addr-line>, <country>Tunisia</country></aff>
<aff id="aff3"><sup>3</sup><institution>Research Laboratory LR18SP03</institution>, <addr-line>Manouba</addr-line>, <country>Tunisia</country></aff>
<aff id="aff4"><sup>4</sup><institution>P&#x00F4;le G01 Etablissement Publique de sant&#x00E9; Alsace Nord</institution>, <addr-line>Strasbourg</addr-line>, <country>France</country></aff>
<aff id="aff5"><sup>5</sup><institution>Centre for Global Mental Health and Centre for Implementation Science, Health Service and Population Research Department, Institute of Psychiatry, Psychology and Neuroscience, King&#x2019;s College London</institution>, <addr-line>London</addr-line>, <country>United Kingdom</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0001"><p>Edited by: Maritta V&#x00E4;lim&#x00E4;ki, Central South University, China</p></fn>
<fn fn-type="edited-by" id="fn0002"><p>Reviewed by: Mafalda Silva, Piaget Institute, Portugal; Atiqul Haq Mazumder, University of Oulu, Finland; Elsa Vitale, Bari Local Health Authority, Italy</p></fn>
<corresp id="c001">&#x002A;Correspondence: Maryem Ben Amor, <email>benamor.maryem15@gmail.com</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>19</day>
<month>10</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>14</volume>
<elocation-id>1241611</elocation-id>
<history>
<date date-type="received">
<day>16</day>
<month>06</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>06</day>
<month>10</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2023 Ben Amor, Zgueb, Bouguira, Metsahel, Aissa, Thonicroft and Ouali.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Ben Amor, Zgueb, Bouguira, Metsahel, Aissa, Thonicroft and Ouali</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>Objectives</title>
<p>Mental illness affects one in eight people in the world according to the WHO. It is a leading cause of morbidity and a major public health problem. Stigma harms the quality of life of people with mental illness. This study aimed at validating the Arabic version of the Mental Health Knowledge Schedule (MAKS) and the Reported and Intended Behavior Scale (RIBS) in a sample of Tunisian students and determining socio-demographic and clinical factors correlated with stigma.</p>
</sec>
<sec id="sec2">
<title>Methods</title>
<p>This cross-sectional study was conducted on 2,501 Tunisian students who filled in the MAKS, the RIBS, and a sociodemographic and clinical questionnaire. The validation of the questionnaires in Arabic was carried out using the validity criteria: face and content validity, reliability, and construct validity. Next, the associations between stigma and sample characteristics have been studied using multivariate linear regression.</p>
</sec>
<sec id="sec3">
<title>Results</title>
<p>Face and content validity of the measures MAKS and RIBS were satisfactory, with adequate internal consistency. There were significant positive correlations between the items and scales, and test&#x2013;retest reliability was excellent. The internal validity showed that the items were well-aligned with the intended factors, and the external validity revealed a significant positive relationship between the MAKS and RIBS. Besides, gender, the field of study, psychiatric history, and contact with someone with a mental illness were all contributing factors to mental illness stigma. Additionally, men performed better than women in terms of behavior toward people with mental illness, while women had a greater level of knowledge about mental health.</p>
</sec>
<sec id="sec4">
<title>Conclusion</title>
<p>The Arabic versions of the MAKS and RIBS have appropriate psychometric properties, making them effective tools for evaluating mental illness stigma. With multiple factors contributing to this issue, these instruments can help focus anti-stigma efforts and promote a more inclusive society.</p>
</sec>
</abstract>
<kwd-group>
<kwd>stigma</kwd>
<kwd>mental illness</kwd>
<kwd>validation</kwd>
<kwd>students</kwd>
<kwd>surveys and questionnaires</kwd>
</kwd-group>
<counts>
<fig-count count="0"/>
<table-count count="5"/>
<equation-count count="0"/>
<ref-count count="42"/>
<page-count count="8"/>
<word-count count="6489"/>
</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="sec5">
<label>1.</label>
<title>Introduction</title>
<p>Stigma against mental illness is a universal issue considered to be the main barrier to access mental health care (<xref ref-type="bibr" rid="ref1">1</xref>). It significantly harms the quality of life of people with mental illness and its negative effects can be seen in various areas of their life, including difficulty finding and maintaining housing and employment, limited social connections, and finances (<xref ref-type="bibr" rid="ref2">2</xref>).</p>
<p>Stigmatization can arise because of several attributes of a person, namely differences in visible physical manifestations (deafness, blindness), origins (ethnicity, religion, race&#x2026;), or behaviors (<xref ref-type="bibr" rid="ref3">3</xref>). However, compared to these, mental illnesses are often more stigmatized, which has been called the ultimate stigma (<xref ref-type="bibr" rid="ref4">4</xref>).</p>
<p>Worldwide, the burden of mental illness continues to grow significantly with significant health impacts and major socioeconomic and human rights consequences according to WHO in 2019. Indeed, mental illness nowadays affects about 970 million people around the globe (<xref ref-type="bibr" rid="ref5">5</xref>).</p>
<p>To better understand stigma, it is important to consider its three constructs: knowledge (ignorance), attitudes (prejudice), and behavior (discrimination) (<xref ref-type="bibr" rid="ref6">6</xref>, <xref ref-type="bibr" rid="ref7">7</xref>). Surprisingly, when it comes to knowledge, the public understanding of the biological underpinnings of mental illness does not seem to lead to greater social acceptance of these individuals. Indeed, these individuals are still described as &#x201C;dangerous&#x201D; and &#x201C;unpredictable,&#x201D; which increases social distance (<xref ref-type="bibr" rid="ref8">8</xref>).</p>
<p>Several studies have shown that mental health knowledge specific to symptom recognition, treatment efficacy, and help-seeking can facilitate understanding when communicating with clinicians and decrease fear and embarrassment when interacting with people with mental illness (<xref ref-type="bibr" rid="ref9">9</xref>, <xref ref-type="bibr" rid="ref10">10</xref>). Thus, it can play a key role in influencing behaviors and attitudes (<xref ref-type="bibr" rid="ref11">11</xref>).</p>
<p>Rates of anticipated and experienced discrimination among people with mental illness are consistently high (<xref ref-type="bibr" rid="ref12">12</xref>). Not only do they have to deal with the handicap inflicted by the symptoms of the disease, but they must face the harsh judgments made by society in their daily lives (<xref ref-type="bibr" rid="ref13">13</xref>). In a cross-sectional study comparing public beliefs and attitudes toward schizophrenia in Central Europe (Germany) and North Africa (Tunisia), individuals with schizophrenia in Tunisia were found to be more accepted in distant relationships, such as being a neighbor or colleague, but faced stronger rejection in culturally significant family roles, such as marrying into the family or taking care of children, risking exclusion (<xref ref-type="bibr" rid="ref14">14</xref>).</p>
<p>Enhancing the public&#x2019;s understanding of mental health can have a positive effect on reducing stigma and social exclusion, increasing willingness to seek help, and ultimately improving individuals&#x2019; adherence to treatment in the future (<xref ref-type="bibr" rid="ref15">15</xref>).</p>
<p>Although the number of studies assessing stigma and testing interventions to reduce stigma is continually growing in the Arab world, their number is still low compared to Western countries. In addition, there is a lack of contextually adapted and validated instruments to measure stigma and assess the efficacy of anti-stigma interventions in the Arab world.</p>
<p>The Mental Health Knowledge Schedule (MAKS) and the Reported and Intended Behavior Scale (RIBS) were adapted to Arabic in the context of the &#x201C;INDIGO&#x201D; partnership research program whose aim is to increase the understanding of mechanisms behind stigma and to develop interventions to reduce stigma toward individuals with mental health issues in low-and middle-income countries (LMICs) (<xref ref-type="bibr" rid="ref16">16</xref>).</p>
<p>Unlike previous measures that focused on evaluating knowledge and behavior within specific populations or for specific diagnoses, the MAKS and RIBS were developed as part of the UK Time To Change (TTC) anti-stigma campaign 2008&#x2013;2012 to evaluate the contribution of interventions to knowledge and behavior change of the general public and to allow the comparability of results (<xref ref-type="bibr" rid="ref17">17</xref>). This study aimed at validating the Arabic versions of the MAKS and the RIBS in a sample of Tunisian students and identifying socio-demographic and clinical factors associated with stereotypes and stigmatizing behavior in this student sample.</p>
</sec>
<sec sec-type="materials|methods" id="sec6">
<label>2.</label>
<title>Materials and methods</title>
<sec id="sec7">
<label>2.1.</label>
<title>Sample</title>
<p>We conducted a descriptive and validation study on 2,501 Tunisian students enrolled in public and private universities in different regions of Tunisia during the academic year 2020&#x2013;2021. Our study did not include foreign students, medical students, and participants who had completed their university studies.</p>
</sec>
<sec id="sec8">
<label>2.2.</label>
<title>Methods of recruitment</title>
<p>We asked the student delegates of each institution to distribute the form via the mailing lists of students of each institution. Thus, we were able to target students from different fields of study (Arts, Economics and Management, Literature, and Sciences) enrolled in both public and private sector institutions in all regions of Tunisia between July and November 2021. The form was accompanied by a description containing information on the purpose and content of the study, as well as on the confidentiality of the data and its use for purely scientific purposes. Accessing the form and answering the questionnaire indicated the consent of the candidate. Each student could only access the questionnaire once to avoid data redundancy. If a student answers &#x201C;No&#x201D; to the question &#x201C;Are you a student?,&#x201D; he/she will be automatically directed to the end of the questionnaire. Candidates could not send their answers if they did not complete the questionnaire. We have also invited 110 subjects to participate in the test&#x2013;retest study after a random selection. Their responses were combined with their initial results to compare them. The time to answer the form varied between 5 and 10&#x2009;min. All results were automatically recorded in an excel file accessible only to the author of the form.</p>
</sec>
<sec id="sec9">
<label>2.3.</label>
<title>Measurement</title>
<sec id="sec10">
<label>2.3.1.</label>
<title>MAKS</title>
<p>This questionnaire was designed by S. Evans-Lacko and published in 2010 (<xref ref-type="bibr" rid="ref15">15</xref>). It contains two sub-scales each consisting of six items scored on a Likert scale. The first six items refer to mental health knowledge. Items 7&#x2013;12 assess whether participants qualify the following conditions: depression, stress, schizophrenia, bipolar disorder, drug addiction, or grief as mental illness (<xref ref-type="bibr" rid="ref15">15</xref>). It has already been validated in French, Italian, Persian, and Kiswahili languages (<xref ref-type="bibr" rid="ref18 ref19 ref20 ref21">18&#x2013;21</xref>).</p>
</sec>
<sec id="sec11">
<label>2.3.2.</label>
<title>RIBS</title>
<p>The RIBS was developed to enhance the assessment of anti-stigma interventions by encouraging the integration of behavioral outcomes (<xref ref-type="bibr" rid="ref22">22</xref>) and has been validated in French, Italian, Japanese, Chinese, and Brazilian (<xref ref-type="bibr" rid="ref18">18</xref>, <xref ref-type="bibr" rid="ref23 ref24 ref25 ref26">23&#x2013;26</xref>). It consists of two sub-scales exploring four different areas: living with, working with, living near, and pursuing a relationship with someone with a mental health problem. It contains eight items, the first four of which explore the prevalence of reported or actual behavior with three possible responses &#x201C;No,&#x201D; &#x201C;Yes,&#x201D; and &#x201C;I do not know,&#x201D; and the second sub-scale with four items evaluates future intentions in the four areas described above and are scored on a Likert scale (<xref ref-type="bibr" rid="ref22">22</xref>). This distribution enables us to understand how reported behavior may influence intended behavior.</p>
</sec>
<sec id="sec12">
<label>2.3.3.</label>
<title>Items coding</title>
<p>All items which were assessed using the Likert Scale were coded from 1: &#x201C;Strongly disagree&#x201D; to 5: &#x201C;Strongly agree.&#x201D; &#x201C;Do not know&#x201D; was coded as neutral (i.e., 3). Items 6, 8, and 12 of the MAKS were reverse-coded. No score value was assigned to items 1&#x2013;4 of RIBS because they only calculate the prevalence of behaviors. The total score was calculated by summing the values of the responses. A higher score of responses to MAKS and/or RIBS reflects a better understanding of mental illness and a higher willingness to engage in positive behaviors toward people with mental illness (<xref ref-type="bibr" rid="ref15">15</xref>, <xref ref-type="bibr" rid="ref22">22</xref>).</p>
</sec>
</sec>
<sec id="sec13">
<label>2.4.</label>
<title>Procedure</title>
<sec id="sec14">
<label>2.4.1.</label>
<title>Data analysis</title>
<p>Data analysis was performed using SPSS version 26.0 statistical software after importing the data from the Excel document that was recorded from the form responses.</p>
<p>We proceeded to a descriptive study of the population according to the different criteria: quantitative variables were studied using means (M) or medians, and qualitative variables were described using percentages (%) and standard deviations (SD). Determinants of mental illness stigma were analyzed using multivariate linear regression. In all statistical tests, the threshold of statistical significance was &#x201C;<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05.&#x201D;</p>
</sec>
<sec id="sec15">
<label>2.4.2.</label>
<title>Translation</title>
<p>We translated the MAKS and the RIBS from the original version to easily understandable standard Arabic based on the &#x201C;back-translation &#x201C;method. The first step was the translation from English to standard Arabic. Then, this version was evaluated by a committee of experts composed of psychiatrists, psychologists, and psychiatric nurses from Razi Hospital as well as of service users. Second, we realized back-translation from Arabic to English. Finally, the original and back-translated versions were subjected to a comparative analysis. The purpose of this step was to verify the adequacy of the translation and the adaptation of the items to the socio-cultural context. The preliminary version obtained at the end of this stage was studied by the committee of experts who evaluated the clarity, discrimination, and relevance of the MAKS and RIBS items. The resulting version was pre-tested with a sample of 30 individuals from the target population.</p>
</sec>
<sec id="sec16">
<label>2.4.3.</label>
<title>Validity study</title>
<sec id="sec17">
<label>2.4.3.1.</label>
<title>Reliability</title>
<p>We analyzed the reliability of the two scales using &#x201C;Cronbach&#x2019;s alpha&#x201D; coefficient, whose value can vary between 0 and 1. Internal consistency is considered satisfactory starting from 0.7; however, above 0.9, it could indicate a certain redundancy of the items (<xref ref-type="bibr" rid="ref27">27</xref>). To strengthen our study, we studied the inter-item and total inter-item correlation using the Pearson coefficient. This step assesses the strength of the link between the items within the same scale (<xref ref-type="bibr" rid="ref27">27</xref>).</p>
<p>We also studied the test&#x2013;retest reliability using the &#x201C;intra-class coefficient&#x201D; (ICC) and the &#x201C;paired samples&#x201D; to verify the consistency of the results over a 1&#x2009;month interval.</p>
</sec>
<sec id="sec18">
<label>2.4.3.2.</label>
<title>Construct validity</title>
<p>To establish internal construct validity, we opted for a confirmatory factor analysis (CFA): we set a number of factors according to the number of dimensions we wanted to identify, and the proposed model was retained or not according to the &#x201C;fit measures&#x201D; obtained (<xref ref-type="bibr" rid="ref28">28</xref>). Then, we associated a step studying the factorial solutions of each questionnaire. This step was carried out using two tools: the &#x201C;Kayser-Meyer-Olkin&#x201D; (KMO) measure which should exceed 0.6 for factorability (<xref ref-type="bibr" rid="ref29">29</xref>) and the &#x201C;Barlett sphericity test&#x201D; which requires at least five individuals per variable given its high sensitivity to the number of individuals (<xref ref-type="bibr" rid="ref30">30</xref>).</p>
<p>To test convergent validity and as, at the time of the study, no validated scales in Arabic assessing the stigma of mental illness in the general population existed, we studied the correlation between the MAKS and the RIBS using the Pearson coefficient after having validated each of the two scales.</p>
</sec>
</sec>
</sec>
</sec>
<sec sec-type="results" id="sec19">
<label>3.</label>
<title>Results</title>
<sec id="sec20">
<label>3.1.</label>
<title>Sample characteristics</title>
<p>We included 2,501 participants. Their sociodemographic and clinical characteristics are presented in <xref rid="tab1" ref-type="table">Table 1</xref>.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>General characteristics of the participants included in the study (<italic>N</italic>&#x2009;=&#x2009;2,501).</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Participant&#x2019;s characteristic</th>
<th align="center" valign="top">M</th>
<th align="center" valign="top">SD</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Mean age</td>
<td align="center" valign="top">21.57</td>
<td align="center" valign="top">2.55</td>
</tr>
<tr>
<td align="left" valign="top">Sex-ratio male/female</td>
<td align="center" valign="top">0.37</td>
<td/>
</tr>
<tr>
<td/>
<td align="center" valign="top">N</td>
<td align="center" valign="top">%</td>
</tr>
<tr>
<td align="left" valign="top">Family psychiatric history</td>
<td align="center" valign="top">428</td>
<td align="center" valign="top">17</td>
</tr>
<tr>
<td align="left" valign="top">Personal psychiatric history</td>
<td align="center" valign="top">440</td>
<td align="center" valign="top">17.6</td>
</tr>
<tr>
<td align="left" valign="top">Tobacco use</td>
<td align="center" valign="top">522</td>
<td align="center" valign="top">20.9</td>
</tr>
<tr>
<td align="left" valign="top">Considers him/herself as religious</td>
<td align="center" valign="top">1,892</td>
<td align="center" valign="top">75.6</td>
</tr>
<tr>
<td align="left" valign="top">Field of study</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Science and technology</td>
<td align="center" valign="top">1,468</td>
<td align="center" valign="top">58.7</td>
</tr>
<tr>
<td align="left" valign="top">Literature</td>
<td align="center" valign="top">436</td>
<td align="center" valign="top">17.4</td>
</tr>
<tr>
<td align="left" valign="top">Economics and management</td>
<td align="center" valign="top">381</td>
<td align="center" valign="top">15.2</td>
</tr>
<tr>
<td align="left" valign="top">Arts</td>
<td align="center" valign="top">120</td>
<td align="center" valign="top">4.8</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec21">
<label>3.2.</label>
<title>Distribution of participants&#x2019; responses</title>
<p>The median MAKS score was 45 out of 60 with a range of 30&#x2013;56. The distribution of participants&#x2019; responses to the MAKS is detailed in <xref rid="tab2" ref-type="table">Table 2</xref>.</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Distribution of participants&#x2019; responses to the MAKS.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">MAKS</th>
<th align="left" valign="top">Strongly disagree</th>
<th align="left" valign="top">Disagree</th>
<th align="left" valign="top">Neither agree nor disagree/ I do not know</th>
<th align="left" valign="top">Agree</th>
<th align="left" valign="top">Strongly agree</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">
<list list-type="order">
<list-item>
<p>Most people with mental health problems want to have paid employment.</p>
</list-item>
</list>
</td>
<td align="center" valign="top">5.30%</td>
<td align="center" valign="top">10.40%</td>
<td align="center" valign="top">60.20%</td>
<td align="center" valign="top">15.40%</td>
<td align="center" valign="top">8.70%</td>
</tr>
<tr>
<td align="left" valign="top">
<list list-type="order">
<list-item>
<p>If a friend had a mental health problem, I know what advice to give them to get professional help.</p>
</list-item>
</list>
</td>
<td align="center" valign="top">1.20%</td>
<td align="center" valign="top">3.10%</td>
<td align="center" valign="top">12%</td>
<td align="center" valign="top">31.20%</td>
<td align="center" valign="top">52.50%</td>
</tr>
<tr>
<td align="left" valign="top">
<list list-type="order">
<list-item>
<p>Medication can be an effective treatment for people with mental health problems.</p>
</list-item>
</list>
</td>
<td align="center" valign="top">7.70%</td>
<td align="center" valign="top">16.90%</td>
<td align="center" valign="top">18.30%</td>
<td align="center" valign="top">38.50%</td>
<td align="center" valign="top">18.60%</td>
</tr>
<tr>
<td align="left" valign="top">
<list list-type="order">
<list-item>
<p>Psychotherapy (e.g., counseling or talking therapy) can be an effective treatment for people with mental health problems.</p>
</list-item>
</list>
</td>
<td align="center" valign="top">0.90%</td>
<td align="center" valign="top">3.20%</td>
<td align="center" valign="top">5.90%</td>
<td align="center" valign="top">25.30%</td>
<td align="center" valign="top">64.70%</td>
</tr>
<tr>
<td align="left" valign="top">
<list list-type="order">
<list-item>
<p>People with severe mental health problems can fully recover.</p>
</list-item>
</list>
</td>
<td align="center" valign="top">4%</td>
<td align="center" valign="top">8.90%</td>
<td align="center" valign="top">18.40%</td>
<td align="center" valign="top">35.30%</td>
<td align="center" valign="top">33.50%</td>
</tr>
<tr>
<td align="left" valign="top">
<list list-type="order">
<list-item>
<p>Most people with mental health problems go to a healthcare professional to get help.</p>
</list-item>
</list>
</td>
<td align="center" valign="top">17.40%</td>
<td align="center" valign="top">21.60%</td>
<td align="center" valign="top">29.70%</td>
<td align="center" valign="top">21.70%</td>
<td align="center" valign="top">9.70%</td>
</tr>
<tr>
<td align="left" valign="top">
<list list-type="order">
<list-item>
<p>Depression</p>
</list-item>
</list>
</td>
<td align="center" valign="top">1.40%</td>
<td align="center" valign="top">4.20%</td>
<td align="center" valign="top">3.60%</td>
<td align="center" valign="top">17.20%</td>
<td align="center" valign="top">73.60%</td>
</tr>
<tr>
<td align="left" valign="top">
<list list-type="order">
<list-item>
<p>Stress</p>
</list-item>
</list>
</td>
<td align="center" valign="top">5.10%</td>
<td align="center" valign="top">11.30%</td>
<td align="center" valign="top">12.50%</td>
<td align="center" valign="top">30.80%</td>
<td align="center" valign="top">40.30%</td>
</tr>
<tr>
<td align="left" valign="top">
<list list-type="order">
<list-item>
<p>Schizophrenia</p>
</list-item>
</list>
</td>
<td align="center" valign="top">0.60%</td>
<td align="center" valign="top">1.50%</td>
<td align="center" valign="top">3.50%</td>
<td align="center" valign="top">8.80%</td>
<td align="center" valign="top">85.60%</td>
</tr>
<tr>
<td align="left" valign="top">
<list list-type="order">
<list-item>
<p>Bipolar disorder (maniac depression)</p>
</list-item>
</list>
</td>
<td align="center" valign="top">0.70%</td>
<td align="center" valign="top">3.30%</td>
<td align="center" valign="top">7.50%</td>
<td align="center" valign="top">13.50%</td>
<td align="center" valign="top">75.10%</td>
</tr>
<tr>
<td align="left" valign="top">
<list list-type="order">
<list-item>
<p>Drug addiction</p>
</list-item>
</list>
</td>
<td align="center" valign="top">6.60%</td>
<td align="center" valign="top">11.10%</td>
<td align="center" valign="top">19.40%</td>
<td align="center" valign="top">24.80%</td>
<td align="center" valign="top">38.20%</td>
</tr>
<tr>
<td align="left" valign="top">
<list list-type="order">
<list-item>
<p>Grief</p>
</list-item>
</list>
</td>
<td align="center" valign="top">10.20%</td>
<td align="center" valign="top">15.90%</td>
<td align="center" valign="top">21%</td>
<td align="center" valign="top">27.20%</td>
<td align="center" valign="top">25.70%</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The first four items of the RIBS are not part of the behavioral assessment. However, they provide information about the prevalence of behaviors in each of the four contexts. Thus, the median RIBS score was calculated using the scores of items 5&#x2013;8, and it was equal to 15 out of 20 ranging from 4&#x2013;20. The distribution of participants&#x2019; responses to the RIBS is illustrated in <xref rid="tab3" ref-type="table">Table 3</xref>.</p>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>Distribution of participants&#x2019; responses to the RIBS.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">RIBS (Reported behavior)</th>
<th align="center" valign="top">Yes</th>
<th align="center" valign="top">No/ I do not know</th>
<th/>
<th/>
<th/>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Are you currently living with, or have you ever lived with, someone with a mental health problem?</td>
<td align="center" valign="top">40%</td>
<td align="center" valign="top">60%</td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Are you currently working with, or have you ever worked with, someone with a mental health problem?</td>
<td align="center" valign="top">24%</td>
<td align="center" valign="top">76%</td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Do you currently have, or have you ever had, a neighbor with a mental health problem?</td>
<td align="center" valign="top">34%</td>
<td align="center" valign="top">66%</td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Do you currently have, or have you ever had, a close friend with a mental health problem?</td>
<td align="center" valign="top">51%</td>
<td align="center" valign="top">49%</td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">RIBS (Intended behavior)</td>
<td align="center" valign="top">Strongly disagree</td>
<td align="center" valign="top">Disagree</td>
<td align="center" valign="top">Neither agree nor disagree/ I do not know</td>
<td align="center" valign="top">Agree</td>
<td align="center" valign="top">Strongly agree</td>
</tr>
<tr>
<td align="left" valign="top">In the future, I would be willing to live with someone with a mental health problem.</td>
<td align="center" valign="top">14%</td>
<td align="center" valign="top">11.80%</td>
<td align="center" valign="top">24.50%</td>
<td align="center" valign="top">30.10%</td>
<td align="center" valign="top">19.60%</td>
</tr>
<tr>
<td align="left" valign="top">In the future, I would be willing to work with someone with a mental health problem.</td>
<td align="center" valign="top">13.20%</td>
<td align="center" valign="top">11.90%</td>
<td align="center" valign="top">21.50%</td>
<td align="center" valign="top">30.90%</td>
<td align="center" valign="top">22.50%</td>
</tr>
<tr>
<td align="left" valign="top">In the future, I would be willing to live nearby to someone with a mental health problem.</td>
<td align="center" valign="top">10.60%</td>
<td align="center" valign="top">9.80%</td>
<td align="center" valign="top">21.70%</td>
<td align="center" valign="top">31.60%</td>
<td align="center" valign="top">26.40%</td>
</tr>
<tr>
<td align="left" valign="top">In the future, I would be willing to continue a relationship with a friend who developed a mental health problem.</td>
<td align="center" valign="top">3.10%</td>
<td align="center" valign="top">3.30%</td>
<td align="center" valign="top">10%</td>
<td align="center" valign="top">23%</td>
<td align="center" valign="top">60.70%</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec22">
<label>3.3.</label>
<title>Validity study</title>
<sec id="sec23">
<label>3.3.1.</label>
<title>Content validity</title>
<p>Among the 12 items of the MAKS scale, 4 items were discussed by experts: items 9 (&#x201C;Schizophrenia&#x201D;), 10 (&#x201C;Bipolar disorder&#x201D;), and 12 (&#x201C;Grief&#x201D;) were reworded to make them more understandable and item 4 (&#x201C;Psychotherapy (e.g., counseling or talking therapy) can be an effective treatment for people with mental health problems.&#x201D;) was reworded with a version more adapted to the Arabic and Tunisian context. For RIBS, the title was reworded with terms better understood by the local context. At the pre-test stage, only item 1 (&#x201C;Most people with mental health problems want to have paid employment.&#x201D;) of the MAKS was ambiguous for one participant, and we remedied this problem by adding an explanation to the questionnaire statement (&#x201C;Most people with mental health problems want to have paid employment, just as anybody&#x201D;).</p>
</sec>
<sec id="sec24">
<label>3.3.2.</label>
<title>Reliability</title>
<p>The internal consistency of the two questionnaires was evaluated by &#x201C;Cronbach&#x2019;s alpha,&#x201D; which was 0.56 for MAKS and 0.83 for RIBS. The &#x201C;inter-item,&#x201D; &#x201C;item-total&#x201D; and &#x201C;inter-dimensional correlation&#x201D; studies showed a significantly positive correlation between the different items of each scale and the totals of each sub-scale, indicating good overall reliability. Regarding test&#x2013;retest reliability, the intra-class coefficient was 0.882 and 0.996 for the MAKS and RIBS total scores, respectively, indicating excellent concordance and thus good stability of responses over time. This result was supported by the paired samples <italic>T</italic>-test for each of the two questionnaires (<xref rid="tab4" ref-type="table">Table 4</xref>).</p>
<table-wrap position="float" id="tab4">
<label>Table 4</label>
<caption>
<p>Validity tests of both MAKS and RIBS.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Scale</th>
<th align="center" valign="top">Internal consistency</th>
<th align="center" valign="top">Inter-dimension correlation</th>
<th align="center" valign="top" colspan="2">Test&#x2013;retest reliability</th>
<th align="center" valign="top" colspan="2">Internal validity</th>
<th align="center" valign="top">Convergent validity</th>
</tr>
</thead>
<tbody>
<tr>
<td/>
<td align="center" valign="top">Cronbach&#x2019;s alpha</td>
<td align="center" valign="top">Pearson&#x2019;s coefficient</td>
<td align="center" valign="top">Intra-class correlation coefficient</td>
<td align="center" valign="top">Paired samples <italic>T</italic>-tests (<italic>p</italic>)</td>
<td align="center" valign="top">KMO index</td>
<td align="center" valign="top">Percentage of total variance explained</td>
<td align="center" valign="top">Pearson&#x2019;s correlation between MAKS and RIBS</td>
</tr>
<tr>
<td align="left" valign="top">MAKS</td>
<td align="center" valign="top">0.56</td>
<td align="center" valign="top">0.170<sup>&#x002A;</sup></td>
<td align="center" valign="top">0.882</td>
<td align="center" valign="top">0.456</td>
<td align="center" valign="top">0.632</td>
<td align="center" valign="top">31.58%</td>
<td align="center" valign="top">0.154<sup>&#x002A;</sup></td>
</tr>
<tr>
<td align="left" valign="top">RIBS</td>
<td align="center" valign="top">0.83</td>
<td align="center" valign="top">0.112<sup>&#x002A;</sup></td>
<td align="center" valign="top">0.996</td>
<td align="center" valign="top">0.059</td>
<td align="center" valign="top">0.763</td>
<td align="center" valign="top">52.28%</td>
<td/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>&#x002A;The correlation is significant at the 0.05 level (two-tailed).</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec25">
<label>3.3.3.</label>
<title>Construct validity</title>
<p>The KMO index was 0.632 for the MAKS and 0.763 for the RIBS. The total variance explained by the two factors was 31.58% for the MAKS and 52.28% for the RIBS. All items saturated in the expected factor of each scale as for the original version. Thus, the same distribution was maintained for both the MAKS and the RIBS. Regarding the convergent validity study, Pearson&#x2019;s coefficient was 0.154 between the scores of the RIBS and the MAKS (<xref rid="tab4" ref-type="table">Table 4</xref>).</p>
</sec>
</sec>
<sec id="sec26">
<label>3.4.</label>
<title>Determinants of mental health stigma</title>
<p>Multivariate linear regression analysis showed that gender, psychiatric history, contact with a person with mental illness, and the artistic field of study were found to be independently associated with mental health knowledge and intended behavior toward people with mental illness (<xref rid="tab5" ref-type="table">Table 5</xref>).</p>
<table-wrap position="float" id="tab5">
<label>Table 5</label>
<caption>
<p>Multivariate regression analysis of the determinants of mental health stigma.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Determinants</th>
<th align="center" valign="top" colspan="2">MAKS Score as a dependent variable</th>
<th align="center" valign="top" colspan="2">RIBS Score as a dependent variable</th>
</tr>
<tr>
<th/>
<th align="center" valign="top">&#x03B2;</th>
<th align="center" valign="top"><italic>p</italic></th>
<th align="center" valign="top">&#x03B2;</th>
<th align="center" valign="top"><italic>p</italic></th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">(Constant)</td>
<td align="center" valign="top">44.623</td>
<td align="center" valign="top">0.000</td>
<td align="center" valign="top">13.783</td>
<td align="center" valign="top">0.000</td>
</tr>
<tr>
<td align="left" valign="top">Male gender</td>
<td align="center" valign="top">&#x2212;0.635</td>
<td align="center" valign="top">0.000</td>
<td align="center" valign="top">0.409</td>
<td align="center" valign="top">0.033</td>
</tr>
<tr>
<td align="left" valign="top">Personal psychiatric history</td>
<td align="center" valign="top">0.273</td>
<td align="center" valign="top">0.158</td>
<td align="center" valign="top">1.677</td>
<td align="center" valign="top">0.000</td>
</tr>
<tr>
<td align="left" valign="top">Family psychiatric history</td>
<td align="center" valign="top">0.297</td>
<td align="center" valign="top">0.140</td>
<td align="center" valign="top">0.478</td>
<td align="center" valign="top">0.034</td>
</tr>
<tr>
<td align="left" valign="top">Artistic field of study</td>
<td align="center" valign="top">&#x2212;0.748</td>
<td align="center" valign="top">0.044</td>
<td align="center" valign="top">&#x2212;0.201</td>
<td align="center" valign="top">0.628</td>
</tr>
<tr>
<td align="left" valign="top">Psychoactive substance use</td>
<td align="center" valign="top">0.158</td>
<td align="center" valign="top">0.386</td>
<td align="center" valign="top">0.372</td>
<td align="center" valign="top">0.068</td>
</tr>
<tr>
<td align="left" valign="top">Considers him/herself as religious</td>
<td align="center" valign="top">&#x2212;0.036</td>
<td align="center" valign="top">0.858</td>
<td align="center" valign="top">&#x2212;0.292</td>
<td align="center" valign="top">0.198</td>
</tr>
<tr>
<td align="left" valign="top">Contact with a person with a mental illness</td>
<td align="center" valign="top">0.450</td>
<td align="center" valign="top">0.005</td>
<td align="center" valign="top">0.736</td>
<td align="center" valign="top">0.000</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
</sec>
<sec sec-type="discussion" id="sec27">
<label>4.</label>
<title>Discussion</title>
<sec id="sec28">
<label>4.1.</label>
<title>Validity study</title>
<p>The MAKS and RIBS have recently been validated in multiple languages (<xref ref-type="bibr" rid="ref18 ref19 ref20 ref21">18&#x2013;21</xref>, <xref ref-type="bibr" rid="ref23 ref24 ref25 ref26">23&#x2013;26</xref>). However, no measurement tool assessing knowledge and behavior toward mental illness in the general population has been validated in Arabic, except for a questionnaire assessing attitudes toward patients with schizophrenia entitled &#x201C;Attribution Questionnaire&#x201D; which has been validated in Arabic in a population of Tunisian university students (<xref ref-type="bibr" rid="ref31">31</xref>). Our validation study will add two valuable tools to assess mental health related knowledge and behavior in Arabic-speaking general population samples. In addition, the MAKS and RIBS differ from the previously validated measurement tool in that they address mental health problems in general, without specifying a diagnosis.</p>
<p>In our study, Cronbach&#x2019;s alpha was equal to 0.56. While certain authors argue that a reliability score of at least 0.7 is necessary (<xref ref-type="bibr" rid="ref32">32</xref>, <xref ref-type="bibr" rid="ref33">33</xref>), the threshold of 0.56 remains acceptable based on the standards established by George and Mallery (<xref ref-type="bibr" rid="ref34">34</xref>), especially since the MAKS is not considered a scale, and each of its items evaluates knowledge on a specific domain. This has already been discussed in previous versions. The MAKS was therefore considered more as an indicator of trends in responses (<xref ref-type="bibr" rid="ref15">15</xref>). Thus, the alpha coefficient in the original version was 0.65. Indeed, it is important to keep in mind that the results of the various statistical tests may be less strong than those of the original version due to the linguistic and cultural differences between the two versions. Moreover, the inter-item correlation coefficients of the MAKS were low, which was also explained by the heterogeneity of the set of items (<xref ref-type="bibr" rid="ref15">15</xref>).</p>
<p>Regarding the RIBS, our translated Arabic version had an internal consistency very similar to that of the original version (0.85) (<xref ref-type="bibr" rid="ref22">22</xref>). The inter-item and inter-dimension correlation studies showed a significantly positive correlation between the different items of the MAKS and the RIBS and between the two subscales of each scale.</p>
<p>The ICC of the MAKS and RIBS total score indicated excellent concordance and thus good stability of responses over time.</p>
<p>Pearson&#x2019;s correlation between the MAKS and the RIBS was comparable to the one of the French and Kiswahili versions (<xref ref-type="bibr" rid="ref18">18</xref>, <xref ref-type="bibr" rid="ref21">21</xref>).</p>
</sec>
<sec id="sec29">
<label>4.2.</label>
<title>Mental health stigma in Tunisian students</title>
<p>Our sample size was 2,501, largely exceeding that of the original validation study which included a total of 403 students (<xref ref-type="bibr" rid="ref15">15</xref>, <xref ref-type="bibr" rid="ref22">22</xref>) and that of other validation studies (<xref ref-type="bibr" rid="ref18 ref19 ref20 ref21">18&#x2013;21</xref>, <xref ref-type="bibr" rid="ref23 ref24 ref25 ref26">23&#x2013;26</xref>), with a good representativeness of the sample. However, as our study targeted only adolescents and young adults, it would be useful to study &#x201C;knowledge&#x201D; and &#x201C;behavior&#x201D; using MAKS and RIBS in all age groups. The online questionnaire allowed us to maximize the number of participants in a shorter time, target both public and private institutions from different regions of Tunisia, ensure anonymity, and limit social desirability bias.</p>
<p>The responses obtained for each of the items of the MAKS and the RIBS were close to those of the original version, except for item 1 of the MAKS where 60.2% answered &#x201C;do not know&#x201D; or &#x201C;neither agree nor disagree.&#x201D; In Tunisian society, there could be a lack of understanding or education about mental illness and its effects on individuals&#x2019; ability to work. Indeed, this item was removed from the French validation study of the MAKS (<xref ref-type="bibr" rid="ref18">18</xref>). However, we decided to keep it in our study as we believe it is relevant in the Tunisian social context given that work is considered as a means of upward social mobility. Therefore, we should think about studies and discussion forums that are relevant to employment among people with mental illness.</p>
<p>Women tended to have significantly higher scores on mental health knowledge (&#x03B2;&#x2009;=&#x2009;0.635; <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001), such as employment among people with mental illness, the effectiveness of treatments, help-seeking, and the classification of various mental health conditions compared to men. On the other hand, men tended to have higher scores on intended behavior (&#x03B2;&#x2009;=&#x2009;0.409; <italic>p</italic>&#x2009;=&#x2009;0.033), which suggests that they are less discriminating than women and may engage in more positive interactions with individuals with mental illness. This relation has not been clearly addressed in the literature. Nevertheless, a significant association between attitudes toward mental illness and the female gender has been explained by the fact that women are more empathetic, open-minded, and positive thus showing less stigma (<xref ref-type="bibr" rid="ref35">35</xref>, <xref ref-type="bibr" rid="ref36">36</xref>), but may also be more fearful and avoidant, of people with mental illness, than men (<xref ref-type="bibr" rid="ref37">37</xref>).</p>
<p>Besides, participants who studied &#x201C;Art&#x201D; had lower scores on mental health knowledge (&#x03B2;&#x2009;=&#x2009;&#x2212;0.748; <italic>p</italic>&#x2009;=&#x2009;0.044). Indeed, the scientific and literary fields in Tunisian institutions offer training that provides a minimum of knowledge about mental health, unlike the &#x201C;Art&#x201D; disciplines, which leads us to think about the importance of integrating educational content related to mental health.</p>
<p>In addition, the results show less discrimination toward the mentally ill among participants with a personal (&#x03B2;&#x2009;=&#x2009;1.67; <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001) or family (&#x03B2;&#x2009;=&#x2009;0.478; <italic>p</italic>&#x2009;=&#x2009;0.034) psychiatric history. Participants who have been in contact with someone with a mental illness had also higher scores on both mental health knowledge (&#x03B2;&#x2009;=&#x2009;0.450; <italic>p</italic>&#x2009;=&#x2009;0.005) and behavior (&#x03B2;&#x2009;=&#x2009;0.736; <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001) toward people with mental illness. This result is consistent with several prior studies which suggested that contact with individuals with mental illness can help reduce stigma (<xref ref-type="bibr" rid="ref38 ref39 ref40 ref41">38&#x2013;41</xref>).</p>
<p>These findings emphasize the advantages of having personal interactions and experiences with individuals who have a mental illness, as well as the importance of providing information about mental illness. These factors had a positive impact on the participants&#x2019; knowledge and behaviors toward people with mental illness. It is worth considering the statement of Professor Sartorius that successful campaigns can be implemented in any country or region, regardless of its size, economic status, or level of development (<xref ref-type="bibr" rid="ref42">42</xref>).</p>
</sec>
<sec id="sec30">
<label>4.3.</label>
<title>Strengths of the study</title>
<p>Significant merits of our study encompass a large sample size of 2,501 participants, outstripping the original version (<xref ref-type="bibr" rid="ref15">15</xref>, <xref ref-type="bibr" rid="ref22">22</xref>) and other validation studies (<xref ref-type="bibr" rid="ref18 ref19 ref20 ref21">18&#x2013;21</xref>, <xref ref-type="bibr" rid="ref23 ref24 ref25 ref26">23&#x2013;26</xref>), representing diverse fields of study and institutions across Tunisia. We excluded medical students to limit knowledge bias. We conducted the study online to reach our technologically proficient target population, ensuring a fast response rate, wide regional coverage, anonymity, and reduced social desirability bias.</p>
<p>Additionally, our study suggests valuable tools for assessing mental health knowledge and behavior in all Arabic-speaking general population samples.</p>
<p>Our research would be of great interest in advancing the ongoing assessment of stigma, providing a solid foundation for the development of anti-stigma strategies. Notably, the MAKS and RIBS differ from previously studied measurement tools in that they target the general public and include a broader range of mental health problems, unlike existing tools that focus on specific diagnoses (<xref ref-type="bibr" rid="ref31">31</xref>).</p>
<p>This greatly enhances the significance of our research for reducing stigma and developing effective strategies.</p>
</sec>
<sec id="sec31">
<label>4.4.</label>
<title>Limits of the study</title>
<p>The study is cross-sectional, which does not provide information on possible changes over time and on the influence of certain factors on the responses of the same individual.</p>
<p>Our study might have an inherent selection bias, given that it clearly indicated the subject of mental health at the beginning of the online questionnaire. Therefore, it could have attracted a particular profile of individuals that are less stigmatizing or discriminating against mental illness and pay more interest to stigma, hence the relatively high rate of people with personal psychiatric history (17.6%). Furthermore, an online questionnaire does not allow us to estimate the proportion of refusals compared to those who agreed to participate in our study. Thus, the overall scores of mental health knowledge and intended behaviors may be overestimated. Moreover, declarative bias may contribute to the overestimation of the scores.</p>
<p>In addition, our study population is limited to students and findings can therefore not be extrapolated to all of Tunisia&#x2019;s population. Although an online questionnaire limits social desirability, students may tend to answer Likert scale questions in the same direction to obtain a higher score due to the competitive nature of the student population.</p>
<p>On another note, the MAKS intentionally incorporates items with a multidimensional structure to assess various types of mental health knowledge. As a result, internal coherence and inter-item and item-total correlation are low. This issue has also been discussed in validation studies of previous versions (<xref ref-type="bibr" rid="ref15">15</xref>).</p>
<p>Finally, in the absence of validated measurement instruments in Arabic that assess mental health stigma in the general population, we assessed external validity by correlating the MAKS and RIBS scales, a methodology previously used in the French, Italian, and Kiswahili versions (<xref ref-type="bibr" rid="ref18">18</xref>, <xref ref-type="bibr" rid="ref19">19</xref>, <xref ref-type="bibr" rid="ref21">21</xref>).</p>
</sec>
</sec>
<sec sec-type="conclusions" id="sec32">
<label>5.</label>
<title>Conclusion</title>
<p>The MAKS and RIBS validated in standard Arabic show good psychometric properties and could therefore be used in all Arabic-speaking populations to compare results and to study common determinants of mental illness stigma.</p>
<p>Mental illness stigma is influenced by multiple factors, including gender, field of study, psychiatric history, and contact with someone with a mental illness.</p>
<p>This study should be extended to the general population with more representative groups by carrying out on-site studies in public spaces or door-to-door to ensure representative samples of the Tunisian population, i.e., wider age groups and more varied intellectual and socio-professional levels.</p>
<p>Further research on mental illness attitudes is necessary to explore potential correlations. Using objective measures can help to track changes in knowledge, attitudes, and behavior over time, which would strengthen and guide efforts to decrease stigma.</p>
</sec>
<sec sec-type="data-availability" id="sec33">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec sec-type="ethics-statement" id="sec34">
<title>Ethics statement</title>
<p>The studies involving human participants were reviewed and approved by Ethics Committee of Razi Hospital. Accessing the form and answering the questionnaire indicated the consent of the candidate.</p>
</sec>
<sec sec-type="author-contributions" id="sec35">
<title>Author contributions</title>
<p>MB and YZ designed the study. YZ, AA, EB, AM, and UO evaluated the Arab versions of the MAKS and RIBS. Data were collected and interpreted by MB, YZ, and UO who have drafted the work, which was reviewed by all authors. All authors contributed to the article and approved the submitted version.</p>
</sec>
</body>
<back>
<sec sec-type="funding-information" id="sec36">
<title>Funding</title>
<p>GT was supported by the National Institute for Health and Care Research (NIHR) Applied Research Collaboration South London (NIHR ARC South London) at King&#x2019;s College Hospital NHS Foundation Trust. GT is also supported by the UK Medical Research Council (UKRI) for the Indigo Partnership (MR/R023697/1) awards. For the purpose of open access, the author has applied a Creative Commons Attribution (CC BY) licence (where permitted by UKRI, &#x2018;Open Government Licence&#x2019; or &#x2018;Creative Commons Attribution No-derivatives (CC BY-ND) licence&#x2019; may be stated instead) to any Author Accepted Author Manuscript version arising from this submission.</p>
</sec>
<ack>
<p>We are grateful for the valuable contribution of all the participants in this study.</p>
</ack>
<sec sec-type="COI-statement" id="sec37">
<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="disclaimer" id="sec38">
<title>Author disclaimer</title>
<p>The views expressed are those of the author(s) and not necessarily those of the NIHR or the Department of Health and Social Care.</p>
</sec>
<sec sec-type="supplementary-material" id="sec39">
<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/fpsyt.2023.1241611/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fpsyt.2023.1241611/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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