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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">HIVMED</journal-id>
<journal-title-group>
<journal-title>Southern African Journal of HIV Medicine</journal-title>
</journal-title-group>
<issn pub-type="ppub">1608-9693</issn>
<issn pub-type="epub">2078-6751</issn>
<publisher>
<publisher-name>AOSIS</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">HIVMED-23-1391</article-id>
<article-id pub-id-type="doi">10.4102/sajhivmed.v23i1.1391</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>COVID-19 vaccine acceptance and associated factors among people living with HIV in the Middle East and North Africa region</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-9528-2674</contrib-id>
<name>
<surname>Mohamed</surname>
<given-names>Rahma</given-names>
</name>
<xref ref-type="aff" rid="AF0001">1</xref>
<xref ref-type="aff" rid="AF0002">2</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-0633-4445</contrib-id>
<name>
<surname>White</surname>
<given-names>Trenton M.</given-names>
</name>
<xref ref-type="aff" rid="AF0003">3</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-9618-2299</contrib-id>
<name>
<surname>Lazarus</surname>
<given-names>Jeffrey V.</given-names>
</name>
<xref ref-type="aff" rid="AF0003">3</xref>
<xref ref-type="aff" rid="AF0004">4</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-1620-0555</contrib-id>
<name>
<surname>Salem</surname>
<given-names>Amany</given-names>
</name>
<xref ref-type="aff" rid="AF0005">5</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-4620-8726</contrib-id>
<name>
<surname>Kaki</surname>
<given-names>Reham</given-names>
</name>
<xref ref-type="aff" rid="AF0006">6</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-0634-9188</contrib-id>
<name>
<surname>Marrakchi</surname>
<given-names>Wafa</given-names>
</name>
<xref ref-type="aff" rid="AF0007">7</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0003-3642-8845</contrib-id>
<name>
<surname>Kheir</surname>
<given-names>Sara G. M</given-names>
</name>
<xref ref-type="aff" rid="AF0008">8</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0003-3778-8826</contrib-id>
<name>
<surname>Amer</surname>
<given-names>Ibrahim</given-names>
</name>
<xref ref-type="aff" rid="AF0009">9</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-8282-3243</contrib-id>
<name>
<surname>Ahmed</surname>
<given-names>Fida M</given-names>
</name>
<xref ref-type="aff" rid="AF0006">6</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-9870-0950</contrib-id>
<name>
<surname>Khayat</surname>
<given-names>Maie A</given-names>
</name>
<xref ref-type="aff" rid="AF0006">6</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-3605-8090</contrib-id>
<name>
<surname>Al-Abdullah</surname>
<given-names>Nabeela</given-names>
</name>
<xref ref-type="aff" rid="AF0010">10</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-6935-8428</contrib-id>
<name>
<surname>Ali</surname>
<given-names>Batool</given-names>
</name>
<xref ref-type="aff" rid="AF0011">11</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-8410-2551</contrib-id>
<name>
<surname>Sultan</surname>
<given-names>Roaa</given-names>
</name>
<xref ref-type="aff" rid="AF0011">11</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-0334-0372</contrib-id>
<name>
<surname>Alamri</surname>
<given-names>Bandar</given-names>
</name>
<xref ref-type="aff" rid="AF0011">11</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0003-2076-0341</contrib-id>
<name>
<surname>Abdulmajid</surname>
<given-names>Anouf</given-names>
</name>
<xref ref-type="aff" rid="AF0011">11</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-1771-7038</contrib-id>
<name>
<surname>Kooli</surname>
<given-names>Ikbal</given-names>
</name>
<xref ref-type="aff" rid="AF0007">7</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-7633-5523</contrib-id>
<name>
<surname>Chakroun</surname>
<given-names>Mohamed</given-names>
</name>
<xref ref-type="aff" rid="AF0007">7</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0003-2453-0623</contrib-id>
<name>
<surname>Madani</surname>
<given-names>Tariq A.</given-names>
</name>
<xref ref-type="aff" rid="AF0006">6</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-8614-1629</contrib-id>
<name>
<surname>Esmat</surname>
<given-names>Gamal</given-names>
</name>
<xref ref-type="aff" rid="AF0001">1</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-3485-1183</contrib-id>
<name>
<surname>Cordie</surname>
<given-names>Ahmed</given-names>
</name>
<xref ref-type="aff" rid="AF0001">1</xref>
<xref ref-type="aff" rid="AF0002">2</xref>
<xref ref-type="aff" rid="AF0012">12</xref>
</contrib>
<aff id="AF0001"><label>1</label>Endemic Medicine Department, Kasr Alaini School of Medicine, Cairo University Hospitals, Cairo, Egypt</aff>
<aff id="AF0002"><label>2</label>Kasr Al-Aini HIV and Viral Hepatitis Fighting Group, Kasr Alaini School of Medicine, Cairo University Hospitals, Cairo, Egypt</aff>
<aff id="AF0003"><label>3</label>Barcelona Institute for Global Health (ISGlobal), Hospital Clinic, University of Barcelona, Barcelona, Spain</aff>
<aff id="AF0004"><label>4</label>Faculty of Medicine and Health Sciences, University of Barcelona, Barcelona, Spain</aff>
<aff id="AF0005"><label>5</label>Department of Public Health, Kasr Alaini School of Medicine, Cairo University, Cairo, Egypt</aff>
<aff id="AF0006"><label>6</label>Department of Infectious Disease, Infection Control and Environmental Health, Faculty of Medicine, King Abdulaziz University, Jeddah, Saudi Arabia</aff>
<aff id="AF0007"><label>7</label>Infectious Diseases Department, Faculty of Medicine, University Hospital of Monastir, Monastir, Tunisia</aff>
<aff id="AF0008"><label>8</label>Disease Control Directorate, Federal Ministry of Health, Khartoum, Sudan</aff>
<aff id="AF0009"><label>9</label>Department of Hepatology, Gastroenterology and Infectious Diseases, Faculty of Medicine, Kafr El-Sheikh University, Kafr El-Sheikh, Egypt</aff>
<aff id="AF0010"><label>10</label>College of Nursing, King Abdulaziz University, Jeddah, Saudi Arabia</aff>
<aff id="AF0011"><label>11</label>Department of Infectious Diseases, East Jeddah General Hospital, Jeddah, Saudi Arabia</aff>
<aff id="AF0012"><label>12</label>Infectious Diseases Department, Armed Forces College of Medicine, Cairo, Egypt</aff>
</contrib-group>
<author-notes>
<corresp id="cor1"><bold>Corresponding author</bold>: Ahmed Cordie, <email xlink:href="ahmed.cordie@cu.edu.eg">ahmed.cordie@cu.edu.eg</email></corresp>
</author-notes>
<pub-date pub-type="epub"><day>24</day><month>08</month><year>2022</year></pub-date>
<pub-date pub-type="collection"><year>2022</year></pub-date>
<volume>23</volume>
<issue>1</issue>
<elocation-id>1391</elocation-id>
<history>
<date date-type="received"><day>18</day><month>03</month><year>2022</year></date>
<date date-type="accepted"><day>18</day><month>05</month><year>2022</year></date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2022. The Authors</copyright-statement>
<copyright-year>2022</copyright-year>
<license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0/">
<license-p>Licensee: AOSIS. This work is licensed under the Creative Commons Attribution License.</license-p>
</license>
</permissions>
<abstract>
<sec id="st1">
<title>Background</title>
<p>Identifying coronavirus disease 2019 (COVID-19) vaccine acceptance and associated factors among people living with HIV (PLHIV) in the Middle East and North Africa region is important to meet the need for broad-scale vaccination against COVID-19.</p>
</sec>
<sec id="st2">
<title>Objectives</title>
<p>To investigate the COVID-19 vaccine acceptance rate and factors among PLHIV in the Middle East and North Africa region.</p>
</sec>
<sec id="st3">
<title>Method</title>
<p>An online cross-sectional survey was conducted among PLHIV currently living in Egypt, Tunisia and Saudi Arabia between March 2021 and August 2021.</p>
</sec>
<sec id="st4">
<title>Results</title>
<p>Of the 540 respondents, 19.3% reported already being vaccinated against COVID-19 (<italic>n</italic> = 104), 32.0% responded &#x2018;definitely yes&#x2019; (<italic>n</italic> = 173), and 13.3% responded &#x2018;probably yes&#x2019; (<italic>n</italic> = 72) for intention to receive a COVID-19 vaccine, with an overall COVID-19 vaccine acceptance rate of 64.6% among PLHIV in the region. The most significant predictors of COVID-19 vaccine acceptance included feeling less worried about COVID-19 transmission post-vaccination (221.0% higher odds), and believing the disease is vaccine-preventable (160.0% higher odds). Reported barriers to COVID-19 vaccine acceptance include concerns about vaccine effectiveness and belief that HIV medications protect against COVID-19 transmission, living in a rural area and reporting less-frequent engagement with HIV care. Nine out of 10 participants reported that the chances of them getting COVID-19 vaccine would increase if given adequate information and if their doctor recommended it.</p>
</sec>
<sec id="st5">
<title>Conclusion</title>
<p>Findings of the study can help researchers, health officials, and other health system actors understand the predictors and barriers to COVID-19 vaccine acceptance reported by PLHIV. This understanding could inform the future planning of interventions tailored to PLHIV.</p>
</sec>
</abstract>
<kwd-group>
<kwd>COVID-19</kwd>
<kwd>COVID-19 vaccine</kwd>
<kwd>vaccine acceptance</kwd>
<kwd>Middle East</kwd>
<kwd>HIV</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s0001">
<title>Introduction</title>
<p>For four decades, HIV/AIDS has been one of the world&#x2019;s most serious public health challenges, with an estimated 36 million AIDS-related deaths worldwide since the start of the pandemic, and nearly 38 million people currently living with HIV.<sup><xref ref-type="bibr" rid="CIT0001">1</xref></sup> Despite having the lowest estimated HIV prevalence rates in the world (&#x003C; 0.1%), the Middle East and North Africa (MENA) region is an area of growing concern, with a 47% increase in new infections and a 57% increase in AIDS-related deaths compared to 2010.<sup><xref ref-type="bibr" rid="CIT0002">2</xref>,<xref ref-type="bibr" rid="CIT0003">3</xref></sup> In addition, in this region it is estimated that only 52% of people living with HIV (PLHIV) are aware of their status, and only 43% of all PLHIV are on antiretroviral treatment.<sup><xref ref-type="bibr" rid="CIT0002">2</xref>,<xref ref-type="bibr" rid="CIT0004">4</xref></sup></p>
<p>In the midst of global and regional efforts to control the HIV epidemic, the novel coronavirus disease 2019 (COVID-19) pandemic emerged, continuing to threaten hard-won gains made against HIV through service disruption, COVID-19 myths among PLHIV, and potential unknown implications of Long-COVID and HIV comorbidity.<sup><xref ref-type="bibr" rid="CIT0005">5</xref>,<xref ref-type="bibr" rid="CIT0006">6</xref>,<xref ref-type="bibr" rid="CIT0007">7</xref></sup> As of December 2021, more than 17 million cases of COVID-19 and some 312 000 deaths have been reported across the region.<sup><xref ref-type="bibr" rid="CIT0008">8</xref></sup></p>
<p>Several MENA countries adopted strict containment measures to decrease the spread of COVID-19, including closing borders, schools, religious sites and public places, and imposing a full lockdown for certain periods of time.<sup><xref ref-type="bibr" rid="CIT0009">9</xref></sup> However, some of these measures intensified existing challenges to HIV care by impeding access to prevention, clinical care and treatment services,<sup><xref ref-type="bibr" rid="CIT0005">5</xref>,<xref ref-type="bibr" rid="CIT0006">6</xref></sup> and by generating or exacerbating stress, depression and isolation among PLHIV.<sup><xref ref-type="bibr" rid="CIT0010">10</xref></sup></p>
<p>Increased risk of COVID-19 mortality among PLHIV, compared to their HIV-negative counterparts, was demonstrated in South Africa and the United Kingdom.<sup><xref ref-type="bibr" rid="CIT0011">11</xref>,<xref ref-type="bibr" rid="CIT0012">12</xref>,<xref ref-type="bibr" rid="CIT0013">13</xref></sup> Similarly, a study of over 15 000 cases of COVID-19 in PLHIV from 24 countries conducted by the World Health Organization found that PLHIV were at higher risk of severe or critical illness at the time of hospital admission and in-hospital mortality after controlling for age, gender and comorbidity burden.<sup><xref ref-type="bibr" rid="CIT0014">14</xref></sup></p>
<p>Vaccination is the most effective intervention to prevent severe illness and death from COVID-19.<sup><xref ref-type="bibr" rid="CIT0015">15</xref></sup> As of December 2021, over eight billion doses of COVID-19 vaccines have been administered globally, and 56% of the world population has received at least one dose.<sup><xref ref-type="bibr" rid="CIT0016">16</xref></sup> Despite this global progress, vaccination coverage remains very low in low- and lower-middle income countries, including those in the MENA region.<sup><xref ref-type="bibr" rid="CIT0017">17</xref></sup></p>
<p>Slow COVID-19 vaccine coverage reflects global supply issues as well as decreased demand due to vaccine hesitancy. Vaccine hesitancy, defined as &#x2018;a delay in acceptance or refusal of vaccination despite availability of vaccination services&#x2019;, has been a growing concern worldwide,<sup><xref ref-type="bibr" rid="CIT0018">18</xref></sup> prompting the World Health Organization to name it one of the top 10 global health threats in 2019. This challenge has grown during the COVID-19 pandemic.<sup><xref ref-type="bibr" rid="CIT0019">19</xref></sup> Existing studies on public perceptions and acceptance of COVID-19 vaccines in the MENA region illustrate that the Middle East is among the regions with the lowest rates of vaccine acceptance globally.<sup><xref ref-type="bibr" rid="CIT0020">20</xref>,<xref ref-type="bibr" rid="CIT0021">21</xref></sup> Vaccine hesitancy could jeopardise the success of COVID-19 vaccination programmes and undermine efforts to ensure high vaccination coverage rates, especially among vulnerable populations, such as PLHIV. The objectives of this study were to evaluate the acceptance of the COVID-19 vaccine and influencing factors among PLHIV in the MENA region.</p>
</sec>
<sec id="s0002">
<title>Methods</title>
<sec id="s20003">
<title>Study design and sample</title>
<p>The study is a cross-sectional web-based anonymous survey, designed and administrated using Google Forms. People living with HIV aged 18 years or older, whether male, female or transgender, and living in Egypt, Tunisia or the Kingdom of Saudi Arabia between March 2021 and August 2021 were included. Those who disagreed to give consent before submitting their responses were excluded. A sample of PLHIV was calculated using purposive quota non-probability methods. The research team then contacted and enrolled PLHIV who were on follow-up in their HIV clinics via telephone and email. In addition, there are many community-based organisations providing services to PLHIV in each country that facilitated distribution of the survey to their networks through emails and social media platforms (Facebook and WhatsApp). Participants were informed that their participation was voluntary, given a brief introduction to the study and its objective, and requested to provide informed consent prior to accessing the questionnaire.</p>
<p>Sample size was calculated to determine the minimum proper sample size for the prevalence of acceptance of COVID-19 vaccine among PLHIV in the MENA region. Reviewing the literature revealed that no previous studies had been performed on PLHIV in the MENA region; however, the rate of acceptance of COVID-19 vaccine among the general population ranged from 23.6% to 77.6%,<sup><xref ref-type="bibr" rid="CIT0019">19</xref>,<xref ref-type="bibr" rid="CIT0021">21</xref></sup> with an average of 50.6%. If we assumed that this was the true population prevalence, we needed to study 164 participants to be able to achieve 80.0% power, setting the alpha error at 0.05 and the prevalence error margin at 5.0% using the generic Z test. Sample size calculation was done by StatCalc, Epi Info version 7 for MS Windows (Centers for Disease Control and Prevention, Atlanta, Georgia, United States [US]).</p>
</sec>
<sec id="s20004">
<title>Data collection tool</title>
<p>The closed-ended questionnaire addressed: (1) sociodemographic characteristics of participants; (2) individual health, including HIV-related health; (3) COVID-19 vaccination and intention; and (4) a health belief model (HBM) of COVID-19 disease and vaccination (see Online Appendix 2 File 1). The questionnaire was developed in English and forward translated to Arabic by a professional interpreter. The forward translations were then back translated by bilingual members of the research team who, through majority consensus, made decisions about the semantic, idiomatic, experiential and conceptual equivalence of the translated items. Before distribution, the questionnaire&#x2019;s content validity was tested and verified by local HIV experts and through pilot testing among fewer than 10 PLHIV, where the questionnaire was estimated to take about 15 min to complete. The data were collected anonymously and assigned a unique identification in the phase of data entry.</p>
</sec>
<sec id="s20005">
<title>Sociodemographic and health-related variables</title>
<p>Participants were asked to report their age, gender, marital status, educational attainment, employment status, country and area of residence (rural or urban). Participants were also asked if they had other existing chronic diseases (e.g. diabetes, hypertension, lung disease, liver disease, kidney disease, heart disease, and/or malignancy), and to rate their overall health status. Participants reported prior receipt of vaccination against seasonal influenza this year and if they were previously COVID-19 tested or hospitalised because of COVID-19. Participants were also asked if they were currently receiving their HIV medications, and for their most recent CD4 count and HIV viral load.</p>
</sec>
<sec id="s20006">
<title>COVID-19 vaccination and intention</title>
<p>Participants reported if they had already been vaccinated against COVID-19, and, if the answer was &#x2018;no&#x2019;, they were asked the follow-up question, &#x2018;When a COVID-19 vaccine becomes available to you, will you take it?&#x2019;, to assess their intention to accept a COVID-19 vaccine on a five-point scale (&#x2018;definitely no&#x2019; to &#x2018;definitely yes&#x2019;). Participants were coded by the authors as the vaccine-accepting group if they answered &#x2018;yes&#x2019; to already being vaccinated, or &#x2018;definitely yes&#x2019; or &#x2018;probably yes&#x2019; to the intention question. The vaccine non-accepting group included those who answered, &#x2018;probably no&#x2019;, &#x2018;not sure&#x2019; or &#x2018;definitely no&#x2019; to the intention question. All participants were also asked if they &#x2018;would pay a fee to be vaccinated, if needed&#x2019;, on a five-point scale (&#x2018;definitely no&#x2019; to &#x2018;definitely yes&#x2019;).</p>
</sec>
<sec id="s20007">
<title>Health belief model of COVID-19 disease and vaccination</title>
<p>The questionnaire items on participants&#x2019; beliefs about COVID-19 vaccination were partially derived from the HBM. This model is used to describe individuals&#x2019; health-related behaviour according to their perception of predisposition, efficacy and outcomes.<sup><xref ref-type="bibr" rid="CIT0022">22</xref></sup> Questions included main domains that affect health behaviour: perceived susceptibility to COVID-19 infection and severity (three items), perceived benefits of a COVID-19 vaccine (two items), perceived vaccination barriers (seven items), and cues to action (two items). Each item was based on a five-point Likert scale (&#x2018;strongly agree&#x2019;, &#x2018;agree&#x2019;, &#x2018;neither disagree or agree&#x2019;, &#x2018;disagree&#x2019; or &#x2018;strongly disagree&#x2019;). Chronbach&#x2019;s alpha tested the internal reliability of the 14-item scale.</p>
</sec>
<sec id="s20008">
<title>Statistical analysis</title>
<p>Multivariable ordered logistic regression analyses were used to report the odds ratios across the sample for vaccine acceptance with: (1) a sociodemographic model; (2) an HIV-related and overall individual health model; and (3) an HBM model. A likelihood ratio test was used to test the models&#x2019; fit by nesting the sociodemographic model within the other two models.</p>
</sec>
<sec id="s20009">
<title>Ethical considerations</title>
<p>This study was approved by the University of Kafr El-Sheikh Research Ethics Committee. Approval code: MKSU 13-3-20. Also, the Institutional Review Boards of Jeddah (No.H-02-J002/2021) approved this study.</p>
</sec>
</sec>
<sec id="s0010">
<title>Results</title>
<sec id="s20011">
<title>Sociodemographic and individual health data</title>
<p>Descriptive characteristics of the respondents are provided in <xref ref-type="table" rid="T0001">Table 1</xref> and <xref ref-type="table" rid="T0002">Table 2</xref>. Overall, 540 respondents completed the survey, 72% of whom were male (<italic>n</italic> = 389), and 54.8% aged 18&#x2013;39 years (<italic>n</italic> = 296). Forty-two per cent (42%) of respondents (<italic>n</italic> = 227) were from Egypt, 34.4% were from Saudi Arabia (<italic>n</italic> = 186), and 23.5% were from Tunisia (<italic>n</italic> = 127), with a higher proportion of participants (85.2%) living in urban areas (<italic>n</italic> = 460). Responses to the HBM are provided in Online Appendix 1, <xref ref-type="table" rid="T0001">Table 1</xref>.</p>
<table-wrap id="T0001">
<label>TABLE 1</label>
<caption><p>Sociodemographic characteristics of the sample (<italic>n</italic> = 540).</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Variables</th>
<th valign="top" align="center"><italic>n</italic></th>
<th valign="top" align="center">%</th>
</tr>
</thead>
<tbody>
<tr>
<td colspan="3" align="left"><bold>Age</bold></td>
</tr>
<tr>
<td align="left">18&#x2013;29</td>
<td align="center">103</td>
<td align="center">19.1</td>
</tr>
<tr>
<td align="left">30&#x2013;39</td>
<td align="center">193</td>
<td align="center">35.7</td>
</tr>
<tr>
<td align="left">40&#x2013;49</td>
<td align="center">126</td>
<td align="center">23.3</td>
</tr>
<tr>
<td align="left">50&#x2013;59</td>
<td align="center">81</td>
<td align="center">15.0</td>
</tr>
<tr>
<td align="left">60&#x2013;69</td>
<td align="center">34</td>
<td align="center">6.3</td>
</tr>
<tr>
<td align="left">70&#x2013;79</td>
<td align="center">3</td>
<td align="center">0.6</td>
</tr>
<tr>
<td colspan="3" align="left"><bold>Gender</bold></td>
</tr>
<tr>
<td align="left">Male</td>
<td align="center">389</td>
<td align="center">72.0</td>
</tr>
<tr>
<td align="left">Female</td>
<td align="center">148</td>
<td align="center">27.4</td>
</tr>
<tr>
<td align="left">Don&#x2019;t wish to disclose</td>
<td align="center">3</td>
<td align="center">0.6</td>
</tr>
<tr>
<td colspan="3" align="left"><bold>Country</bold></td>
</tr>
<tr>
<td align="left">Egypt</td>
<td align="center">227</td>
<td align="center">42.0</td>
</tr>
<tr>
<td align="left">Saudi Arabia</td>
<td align="center">186</td>
<td align="center">34.4</td>
</tr>
<tr>
<td align="left">Tunisia</td>
<td align="center">127</td>
<td align="center">23.5</td>
</tr>
<tr>
<td colspan="3" align="left"><bold>Education</bold></td>
</tr>
<tr>
<td align="left">Primary</td>
<td align="center">89</td>
<td align="center">16.5</td>
</tr>
<tr>
<td align="left">Preparatory</td>
<td align="center">73</td>
<td align="center">13.5</td>
</tr>
<tr>
<td align="left">Secondary</td>
<td align="center">134</td>
<td align="center">24.8</td>
</tr>
<tr>
<td align="left">Technical</td>
<td align="center">39</td>
<td align="center">7.2</td>
</tr>
<tr>
<td align="left">University and above</td>
<td align="center">205</td>
<td align="center">38.0</td>
</tr>
<tr>
<td colspan="3" align="left"><bold>Marital status</bold></td>
</tr>
<tr>
<td align="left">Single</td>
<td align="center">209</td>
<td align="center">38.7</td>
</tr>
<tr>
<td align="left">Married</td>
<td align="center">229</td>
<td align="center">42.4</td>
</tr>
<tr>
<td align="left">Divorced</td>
<td align="center">57</td>
<td align="center">10.6</td>
</tr>
<tr>
<td align="left">Widow</td>
<td align="center">45</td>
<td align="center">8.3</td>
</tr>
<tr>
<td colspan="3" align="left"><bold>Employment status</bold></td>
</tr>
<tr>
<td align="left">Employed</td>
<td align="center">267</td>
<td align="center">49.4</td>
</tr>
<tr>
<td align="left">Retired</td>
<td align="center">37</td>
<td align="center">6.9</td>
</tr>
<tr>
<td align="left">Student</td>
<td align="center">26</td>
<td align="center">4.8</td>
</tr>
<tr>
<td align="left">Unemployed</td>
<td align="center">210</td>
<td align="center">38.9</td>
</tr>
<tr>
<td colspan="3" align="left"><bold>Area of residence</bold></td>
</tr>
<tr>
<td align="left">Rural</td>
<td align="center">80</td>
<td align="center">14.8</td>
</tr>
<tr>
<td align="left">Urban</td>
<td align="center">460</td>
<td align="center">85.2</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap id="T0002">
<label>TABLE 2</label>
<caption><p>HIV-related and overall health of individual participants (<italic>n</italic> = 540).</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Variable</th>
<th valign="top" align="center"><italic>n</italic></th>
<th valign="top" align="center">%</th>
</tr>
</thead>
<tbody>
<tr>
<td colspan="3" align="left"><bold>HIV-infection specific questions</bold></td>
</tr>
<tr>
<td colspan="3" align="left">On HIV treatment</td>
</tr>
<tr>
<td align="left">&#x2003;Yes</td>
<td align="center">524</td>
<td align="center">97.0</td>
</tr>
<tr>
<td align="left">&#x2003;No</td>
<td align="center">16</td>
<td align="center">16.0</td>
</tr>
<tr>
<td colspan="3" align="left">Last time checked CD4 count</td>
</tr>
<tr>
<td align="left">&#x2003;6 months ago</td>
<td align="center">300</td>
<td align="center">55.6</td>
</tr>
<tr>
<td align="left">&#x2003;A year ago</td>
<td align="center">53</td>
<td align="center">9.8</td>
</tr>
<tr>
<td align="left">&#x2003;More than one year</td>
<td align="center">187</td>
<td align="center">34.6</td>
</tr>
<tr>
<td colspan="3" align="left">Last CD4 count</td>
</tr>
<tr>
<td align="left">&#x2003;&#x003C; 250</td>
<td align="center">40</td>
<td align="center">7.4</td>
</tr>
<tr>
<td align="left">&#x2003;250&#x2013;500</td>
<td align="center">102</td>
<td align="center">18.9</td>
</tr>
<tr>
<td align="left">&#x2003;&#x003E; 500</td>
<td align="center">151</td>
<td align="center">28.0</td>
</tr>
<tr>
<td align="left">&#x2003;I don&#x2019;t know</td>
<td align="center">247</td>
<td align="center">45.7</td>
</tr>
<tr>
<td colspan="3" align="left">Last time checked viral load</td>
</tr>
<tr>
<td align="left">&#x2003;6 months ago</td>
<td align="center">343</td>
<td align="center">63.5</td>
</tr>
<tr>
<td align="left">&#x2003;A year ago</td>
<td align="center">59</td>
<td align="center">10.9</td>
</tr>
<tr>
<td align="left">&#x2003;More than one year</td>
<td align="center">138</td>
<td align="center">25.6</td>
</tr>
<tr>
<td colspan="3" align="left">Undetectable viral load</td>
</tr>
<tr>
<td align="left">&#x2003;Yes</td>
<td align="center">337</td>
<td align="center">62.4</td>
</tr>
<tr>
<td align="left">&#x2003;No</td>
<td align="center">73</td>
<td align="center">13.5</td>
</tr>
<tr>
<td align="left">&#x2003;Don&#x2019;t know</td>
<td align="center">130</td>
<td align="center">24.1</td>
</tr>
<tr>
<td colspan="3" align="left"><bold>General health-related questions</bold></td>
</tr>
<tr>
<td colspan="3" align="left">Other chronic conditions</td>
</tr>
<tr>
<td align="left">&#x2003;Yes</td>
<td align="center">140</td>
<td align="center">25.9</td>
</tr>
<tr>
<td align="left">&#x2003;No</td>
<td align="center">400</td>
<td align="center">74.1</td>
</tr>
<tr>
<td colspan="3" align="left">How do you rate your overall health?</td>
</tr>
<tr>
<td align="left">&#x2003;Very good</td>
<td align="center">267</td>
<td align="center">49.4</td>
</tr>
<tr>
<td align="left">&#x2003;Good</td>
<td align="center">170</td>
<td align="center">31.5</td>
</tr>
<tr>
<td align="left">&#x2003;Fair</td>
<td align="center">75</td>
<td align="center">13.9</td>
</tr>
<tr>
<td align="left">&#x2003;Poor</td>
<td align="center">21</td>
<td align="center">3.9</td>
</tr>
<tr>
<td align="left">&#x2003;Very poor</td>
<td align="center">7</td>
<td align="center">1.3</td>
</tr>
<tr>
<td colspan="3" align="left">Vaccinated against influenza</td>
</tr>
<tr>
<td align="left">&#x2003;Yes</td>
<td align="center">122</td>
<td align="center">22.6</td>
</tr>
<tr>
<td align="left">&#x2003;No</td>
<td align="center">418</td>
<td align="center">77.4</td>
</tr>
<tr>
<td colspan="3" align="left"><bold>COVID-19 experience</bold></td>
</tr>
<tr>
<td colspan="3" align="left">Tested for COVID-19</td>
</tr>
<tr>
<td align="left">&#x2003;Yes</td>
<td align="center">210</td>
<td align="center">38.9</td>
</tr>
<tr>
<td align="left">&#x2003;No</td>
<td align="center">330</td>
<td align="center">61.1</td>
</tr>
<tr>
<td colspan="3" align="left">Test results</td>
</tr>
<tr>
<td align="left">&#x2003;Negative</td>
<td align="center">155</td>
<td align="center">73.8</td>
</tr>
<tr>
<td align="left">&#x2003;Positive</td>
<td align="center">55</td>
<td align="center">26.2</td>
</tr>
<tr>
<td colspan="3" align="left">Hospitalised</td>
</tr>
<tr>
<td align="left">&#x2003;Yes</td>
<td align="center">11</td>
<td align="center">20.0</td>
</tr>
<tr>
<td align="left">&#x2003;No</td>
<td align="center">44</td>
<td align="center">80.0</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>COVID-19, coronavirus disease 2019</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s20012">
<title>Overall COVID-19 vaccine acceptance</title>
<p><xref ref-type="fig" rid="F0001">Figure 1</xref> and <xref ref-type="fig" rid="F0002">Figure 2</xref> demonstrate COVID-19 vaccine acceptance among PLHIV in the studied countries. Overall, 64.6% of the sample reported acceptance. Of these, 19.3% (<italic>n</italic> = 104) had already been vaccinated against COVID-19, 32.0% responded &#x2018;definitely yes&#x2019; (<italic>n</italic> = 173), and 13.3% responded &#x2018;probably yes&#x2019; (<italic>n</italic> = 72) for intention to receive a COVID-19 vaccine, with relative variation in acceptance rate between the three countries. Only 6.7% responded &#x2018;definitely no&#x2019; (<italic>n</italic> = 36), 7.0% reported &#x2018;probably no&#x2019; (<italic>n</italic> = 38), and 21.7% &#x2018;not sure&#x2019; (<italic>n</italic> = 117). A higher proportion of participants from Saudi Arabia (65%) were willing to pay a fee than the average (39.0%) to get the vaccine (<xref ref-type="fig" rid="F0003">Figure 3</xref>).</p>
<fig id="F0001">
<label>FIGURE 1</label>
<caption><p>COVID-19 vaccine acceptance among Middle East and North Africa people living with HIV (<italic>n</italic> = 540).</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="HIVMED-23-1391-g001.tif"/>
</fig>
<fig id="F0002">
<label>FIGURE 2</label>
<caption><p>COVID-19 vaccination intention by country (Egypt [<italic>n</italic> = 227], Saudi Arabia [<italic>n</italic> = 186], Tunisia [<italic>n</italic> = 127]).</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="HIVMED-23-1391-g002.tif"/>
</fig>
<fig id="F0003">
<label>FIGURE 3</label>
<caption><p>Willingness to pay for a COVID-19 vaccine by country.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="HIVMED-23-1391-g003.tif"/>
</fig>
</sec>
<sec id="s20013">
<title>Factors associated with COVID-19 vaccine acceptance</title>
<p>In the three multivariate models assessing vaccine acceptance, the HBM demonstrated the strongest fit with a Pseudo R2 = 0.30 (<italic>P</italic> = 0.00), compared with the individual health model (Pseudo R2 = 0.15; <italic>P</italic> = 0.00) and sociodemographic model (Pseudo R2 = 0.03; <italic>P</italic> = 0.00). Cronbach&#x2019;s alpha test for the HBM was estimated to be 0.83. In the nested likelihood ratio tests, both models demonstrated a statistically significant improvement in model fit by including the sociodemographic variables (<italic>P</italic> = 0.00) (<xref ref-type="table" rid="T0003">Table 3</xref>).</p>
<table-wrap id="T0003">
<label>TABLE 3</label>
<caption><p>Factors for vaccine acceptance among (a) sociodemographic characteristics, (b) HIV-related and overall health, and (c) COVID-19 HBM perceptions.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Questions</th>
<th valign="top" align="center">Odds ratio</th>
<th valign="top" align="center">95% CI</th>
<th valign="top" align="center"><italic>P</italic></th>
<th valign="top" align="center"><italic>N</italic></th>
<th valign="top" align="center">Likelihood ratio coefficient for nested models</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left"><bold>(a) Sociodemographic characteristics</bold></td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">537</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Education (with university degree vs without)</td>
<td align="center">1.24</td>
<td align="center">0.84&#x2013;1.85</td>
<td align="center">0.280</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Employed versus non-employed</td>
<td align="center">1.20</td>
<td align="center">0.82&#x2013;1.75</td>
<td align="center">0.350</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Age</td>
<td align="center">1.16</td>
<td align="center">0.99&#x2013;1.38</td>
<td align="center">0.073</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Gender</td>
<td align="center">1.00</td>
<td align="center">0.65&#x2013;1.52</td>
<td align="center">0.993</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Married versus non-married</td>
<td align="center">0.97</td>
<td align="center">0.66&#x2013;1.43</td>
<td align="center">0.896</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Rural versus urban</td>
<td align="center">0.44</td>
<td align="center">0.26&#x2013;0.70</td>
<td align="center">0.001</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left"><bold>(b) HIV-related and overall health</bold></td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">0.000</td>
<td align="center">395</td>
<td align="center">251.26</td>
</tr>
<tr>
<td align="left">Currently receiving ART versus not</td>
<td align="center">4.35</td>
<td align="center">0.85&#x2013;22.31</td>
<td align="center">0.078</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Overall health (very good and good vs fair, poor and very poor)</td>
<td align="center">1.07</td>
<td align="center">0.78&#x2013;1.46</td>
<td align="center">0.686</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Last viral load check more than versus less than one year</td>
<td align="center">0.87</td>
<td align="center">0.60&#x2013;1.27</td>
<td align="center">0.480</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Most recent viral load undetectable versus not</td>
<td align="center">0.83</td>
<td align="center">0.43&#x2013;1.60</td>
<td align="center">0.577</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Presence of other chronic morbidity versus not</td>
<td align="center">0.55</td>
<td align="center">0.30&#x2013;1.00</td>
<td align="center">0.050</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Last CD4+ count check more than versus less than one year</td>
<td align="center">0.50</td>
<td align="center">0.35&#x2013;0.70</td>
<td align="center">0.000</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left"><bold>(c) COVID-19 health belief model statements&#x002A;</bold></td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">0.000</td>
<td align="center">433</td>
<td align="center">260.95</td>
</tr>
<tr>
<td align="left">Vaccination is a good idea because I will feel less worried about getting COVID-19.</td>
<td align="center">2.21</td>
<td align="center">1.60&#x2013;3.06</td>
<td align="center">0.000</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">COVID-19 can be prevented by vaccination.</td>
<td align="center">1.60</td>
<td align="center">1.16&#x2013;2.21</td>
<td align="center">0.004</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">The chances of me getting vaccinated against COVID-19 will increase if my doctor recommends me.</td>
<td align="center">1.42</td>
<td align="center">1.02&#x2013;1.98</td>
<td align="center">0.041</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">I am concerned that the COVID-19 vaccine is not effective as I have a weak immune system or CD4+ &#x003C; 200.</td>
<td align="center">1.07</td>
<td align="center">0.73&#x2013;1.58</td>
<td align="center">0.720</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">I have concerns about the cost of getting the COVID-19 vaccine.</td>
<td align="center">1.05</td>
<td align="center">0.79&#x2013;1.38</td>
<td align="center">0.753</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">I am worried about the possible drug-drug interaction with my HIV medications.</td>
<td align="center">1.04</td>
<td align="center">0.75&#x2013;1.43</td>
<td align="center">0.817</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">I am concerned that COVID-19 vaccine is not recommended for me as I have a weak immune system or CD4+ &#x003C; 200.</td>
<td align="center">1.02</td>
<td align="center">0.69&#x2013;1.50</td>
<td align="center">0.924</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">COVID-19 is a dangerous health threat especially to me as a patient with chronic disease.</td>
<td align="center">1.01</td>
<td align="center">0.72&#x2013;1.42</td>
<td align="center">0.961</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">If I get COVID-19, I will be very sick and probably need hospitalisation.</td>
<td align="center">0.96</td>
<td align="center">0.70&#x2013;1.32</td>
<td align="center">0.821</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">My chances of getting COVID-19 in the next few months is great</td>
<td align="center">0.80</td>
<td align="center">0.58&#x2013;1.10</td>
<td align="center">0.174</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">I am worried about the possible side effects of COVID-19 vaccine.</td>
<td align="center">0.79</td>
<td align="center">0.58&#x2013;1.07</td>
<td align="center">0.126</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">The chances of me getting vaccinated against COVID-19 will increase if I was given adequate information about it</td>
<td align="center">0.75</td>
<td align="center">0.56&#x2013;1.00</td>
<td align="center">0.054</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">I&#x2019;ve heard my HIV medicines protect me from getting COVID-19, so I do not need the vaccine.</td>
<td align="center">0.65</td>
<td align="center">0.51&#x2013;0.84</td>
<td align="center">0.001</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">I have concern about the effectiveness of the COVID-19 vaccine.</td>
<td align="center">0.52</td>
<td align="center">0.38&#x2013;0.72</td>
<td align="center">0.000</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>Note: Statement response options &#x2018;strongly agree&#x2019; and &#x2018;agree disagree&#x2019; were combined and compared to response options &#x2018;neither disagree or agree&#x2019;, &#x2018;disagree&#x2019;, and &#x2018;strongly disagree&#x2019;.</p></fn>
<fn><p>ART, antiretroviral treatment; CI, confidence interval; COVID-19, coronavirus disease 2019.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>In the sociodemographic model, living in a rural area is associated with 58% lower odds of accepting a COVID-19 vaccine compared to living in an urban area, whereas the other variables hold no significant association.</p>
<p>In the model assessing individual HIV-related and overall health of participants, those reporting their most recent CD4+ cell check being more than one year ago demonstrated 50% lower odds of COVID-19 vaccine acceptance compared to those reporting a recent check within one year, after controlling for sociodemographic characteristics.</p>
<p>In the COVID-19 HBM after controlling for sociodemographic characteristics, feeling less worried about getting COVID-19 post-vaccination (221% higher odds), believing COVID-19 is vaccine-preventable (160% higher odds), and a doctor recommendation (142% higher odds) were all associated with higher acceptance. Conversely, believing HIV medication protects against COVID-19 transmission (35% lower odds) and concerns about vaccine effectiveness (48% lower odds) were associated with lower acceptance. Other evaluated items held no significant associations.</p>
</sec>
</sec>
<sec id="s0014">
<title>Discussion</title>
<p>Our study investigated COVID-19 vaccine acceptance among PLHIV in Egypt, Tunisia and Saudi Arabia, including associated factors such as sociodemographic characteristics, individuals&#x2019; HIV-related health, vaccine perceptions and health beliefs. The overall COVID-19 vaccine acceptance rate among PLHIV who participated in this survey is 64.6%, with wide variation between countries (92.0% in Saudi Arabia, 57.0% in Tunisia, and 46.0% in Egypt). These regional differences in vaccine acceptance are reflected by vaccination coverage in Saudi Arabia, where 71.2% of the general population have received at least one dose of a COVID-19 vaccine, compared with Tunisia (52.9%) and Egypt (27.3%), as of 12 December 2021.<sup><xref ref-type="bibr" rid="CIT0023">23</xref></sup> A previous study conducted in January 2021 in France showed that 71.3% of PLHIV would accept COVID-19 vaccines, while 28.7% demonstrated hesitancy.<sup><xref ref-type="bibr" rid="CIT0024">24</xref></sup> In eight cities in China between January and February 2021, 57.2% of PLHIV reported willingness to be vaccinated against COVID-19.<sup><xref ref-type="bibr" rid="CIT0025">25</xref></sup> Compared to studies conducted in the MENA region, the acceptance of a COVID-19 vaccine among our study participants was higher than the general population in Jordan (28.4%), Egypt (43.0%), Oman (57.0%), Lebanon (58.8%), and Qatar (60.0%); similar to that in Saudi Arabia (64.7%); and lower than in Kuwait (67.0%), Somalia (76.8%) and Iraq (77.6%).<sup><xref ref-type="bibr" rid="CIT0020">20</xref>,<xref ref-type="bibr" rid="CIT0026">26</xref>,<xref ref-type="bibr" rid="CIT0027">27</xref>,<xref ref-type="bibr" rid="CIT0028">28</xref>,<xref ref-type="bibr" rid="CIT0029">29</xref>,<xref ref-type="bibr" rid="CIT0030">30</xref>,<xref ref-type="bibr" rid="CIT0031">31</xref>,<xref ref-type="bibr" rid="CIT0032">32</xref>,<xref ref-type="bibr" rid="CIT0033">33</xref></sup></p>
<p>Our study is consistent with others regarding weaker COVID-19 vaccine acceptance among those residing in rural areas<sup><xref ref-type="bibr" rid="CIT0034">34</xref></sup> and regarding age and gender among French PLHIV.<sup><xref ref-type="bibr" rid="CIT0024">24</xref></sup> Compared to the general population in MENA region, there was mixed evidence with respect to the relationship between age and COVID-19 vaccine acceptance. Some studies demonstrate higher acceptance of COVID-19 vaccines among younger age groups,<sup><xref ref-type="bibr" rid="CIT0030">30</xref>,<xref ref-type="bibr" rid="CIT0032">32</xref>,<xref ref-type="bibr" rid="CIT0035">35</xref></sup> and others report higher acceptance among older age groups.<sup><xref ref-type="bibr" rid="CIT0029">29</xref>,<xref ref-type="bibr" rid="CIT0031">31</xref></sup> Our results demonstrate comparable vaccine acceptance across gender, marital status and education level, differing from studies that demonstrate higher acceptance among male versus female participants, married versus non-married, and higher versus lower education level.<sup><xref ref-type="bibr" rid="CIT0029">29</xref>,<xref ref-type="bibr" rid="CIT0030">30</xref>,<xref ref-type="bibr" rid="CIT0031">31</xref>,<xref ref-type="bibr" rid="CIT0032">32</xref>,<xref ref-type="bibr" rid="CIT0035">35</xref></sup> The low acceptance rate among rural communities may reflect socio-economic disadvantage, lack of knowledge regarding COVID-19, and less preventive measures against the COVID-19 virus infection, including vaccines.</p>
<p>According to the HBM, feeling less worried about getting COVID-19 post-vaccination and believing it is vaccine-preventable were the most significant predictors of vaccine acceptance, whereas falsely believing HIV medications protect against COVID-19 transmission and having concerns about the vaccines&#x2019; effectiveness were stronger predictors for non-acceptance, consistent with similar studies evaluating effectiveness.<sup><xref ref-type="bibr" rid="CIT0035">35</xref>,<xref ref-type="bibr" rid="CIT0036">36</xref></sup> More than half of the participants were concerned about the vaccine side effects and 47% were concerned regarding potential interactions between their HIV treatment and COVID-19 vaccines.</p>
<p>This result is consistent with the findings of Huang et al.,<sup><xref ref-type="bibr" rid="CIT0025">25</xref></sup> which showed that about half of PLHIV respondents in China had concerns related to side effects, and potential interactions between antiretroviral treatment and COVID-19 vaccines. Similarly, Vall&#x00E9;e et al.<sup><xref ref-type="bibr" rid="CIT0024">24</xref></sup> found that concerns about the serious side effects of COVID-19 vaccines were independently associated with COVID-19 vaccine hesitancy. Similar to studies conducted among the general population in the MENA region, concerns about COVID-19 vaccine safety and fear of side effects were among the most commonly cited reasons for vaccine hesitancy.<sup><xref ref-type="bibr" rid="CIT0020">20</xref>,<xref ref-type="bibr" rid="CIT0032">32</xref>,<xref ref-type="bibr" rid="CIT0035">35</xref></sup></p>
<p>As relatively small numbers of PLHIV have been involved in the phase III COVID-19 vaccine trials, limited data has been available regarding COVID-19 vaccines in this specific population.<sup><xref ref-type="bibr" rid="CIT0037">37</xref>,<xref ref-type="bibr" rid="CIT0038">38</xref>,<xref ref-type="bibr" rid="CIT0039">39</xref></sup> However, the World Health Organization, as well as several international health authorities, has released recommendations for PLHIV to receive COVID-19 vaccines and to address their safety and efficacy concerns.<sup><xref ref-type="bibr" rid="CIT0040">40</xref>,<xref ref-type="bibr" rid="CIT0041">41</xref>,<xref ref-type="bibr" rid="CIT0042">42</xref></sup> These recommendations emphasise no evidence of safety concerns unique to PLHIV and, as with the general population, the vaccines are considered safe. Moreover, PLHIV have been considered as a priority group for the vaccination. Despite being widely reported by participants in our study, there is no compelling evidence to support the use of HIV medications for treatment or prevention of COVID-19, and no evidence on potential interaction between COVID-19 vaccine and HIV drugs.<sup><xref ref-type="bibr" rid="CIT0040">40</xref>,<xref ref-type="bibr" rid="CIT0041">41</xref>,<xref ref-type="bibr" rid="CIT0042">42</xref></sup> These findings are important for PLHIV in this region. Authoritative and trustworthy information sources, such as national AIDS programmes and local health authorities, should engage PLHIV with clear, carefully crafted and consistent messages, communicated in plain, non-stigmatising language and in a way that people of all educational levels can understand, to address their specific concerns and perceived barriers regarding COVID-19 vaccination. Ensuring that PLHIV have adequate access to COVID-19 vaccines, as well as sufficient information to make evidence-based immunisation decisions, should be priorities of national health authorities.</p>
<p>Prior studies among the general population have shown that high perceived susceptibility of getting COVID-19 or perceptions of the severity of COVID-19 were significant predictors for vaccine acceptance.<sup><xref ref-type="bibr" rid="CIT0035">35</xref>,<xref ref-type="bibr" rid="CIT0043">43</xref></sup> In addition, low perceived severity of COVID-19 infection was highly correlated with COVID-19 vaccine refusal among French PLHIV.<sup><xref ref-type="bibr" rid="CIT0024">24</xref></sup> However, among PLHIV in the MENA region, perception of susceptibility and severity of COVID-19 infection were not significant predictors. One explanation for decreased risk perception could be that, because of inadequate testing and underreported incidences of COVID-19 infections and mortalities in countries across the region,<sup><xref ref-type="bibr" rid="CIT0044">44</xref></sup> people might consider COVID-19 to be an ordinary seasonal respiratory illness rather than the highly transmissible disease it is. This highlights a need to address risk perception and severity among PLHIV, as high-risk perceptions are important precursors to positive health behaviours, including being a significant predictor of intention to take the COVID-19 vaccine.<sup><xref ref-type="bibr" rid="CIT0045">45</xref>,<xref ref-type="bibr" rid="CIT0046">46</xref></sup> Low perceived risk may be correlated not only with vaccine acceptance, but also to adherence to social distancing measures and other public health countermeasures, in the absence of vaccine access.<sup><xref ref-type="bibr" rid="CIT0045">45</xref>,<xref ref-type="bibr" rid="CIT0046">46</xref></sup></p>
<p>Our finding on vaccine acceptance associated with a doctor recommendation, consistent with other studies, demonstrates that healthcare workers, on the frontline of HIV care, can play an influential role in building vaccination literacy and in improving trust in COVID-19 vaccines among PLHIV.<sup><xref ref-type="bibr" rid="CIT0047">47</xref></sup> They should be well trained and equipped with the tools to support PLHIV, including listening to their fears and anxieties, answering their questions, and addressing their concerns towards vaccines, as well as correcting misinformation, and being aware of potential stigma concerns.</p>
<p>HIV is a highly stigmatised condition in the MENA region.<sup><xref ref-type="bibr" rid="CIT0048">48</xref></sup> The stigmatising and discriminatory attitudes PLHIV face in healthcare settings could deter populations at high risk from seeking health services.<sup><xref ref-type="bibr" rid="CIT0049">49</xref></sup> Many civil society organisations and community-based organisations in the region are led by or involve people most affected by HIV and have become integral to the MENA region&#x2019;s HIV response. Civil society organisations are often more effective in reaching PLHIV and key populations than health authorities<sup><xref ref-type="bibr" rid="CIT0050">50</xref></sup> and can therefore play an essential role in building trust in COVID-19 vaccines among these groups. Peer-support for PLHIV can also fulfill a useful role in promoting COVID-19 vaccination, sharing supportive advice and positive experiences of COVID-19 vaccination.</p>
<p>Those reporting more than one year since their last CD4+ cell count check may be less well engaged with the health system and may, in turn, inadvertently accept higher health risks (e.g., remaining unvaccinated) due to lack of information or access to care than those reporting more engagement. Leveraging lessons learned from models of hepatitis C virus/HIV care<sup><xref ref-type="bibr" rid="CIT0051">51</xref></sup> may provide practical solutions to make vaccination more convenient for PLHIV without risking disclosure of their HIV status. These include, for example, co-location of vaccination services within HIV clinics, &#x2018;one-stop-shop&#x2019; models, and door-to-door administration, and can make vaccines easily accessible in safe, familiar and convenient locations.</p>
<p>Limitations of this study include potential selection bias using web-based survey methods, and the cross-sectional nature, preventing us from drawing any causal conclusions. Although Facebook and WhatsApp platforms were valuable in helping to achieve the minimum sample, selection bias could have been introduced by using these methods of advertisement. Nevertheless, this study is the first to evaluate COVID-19 vaccine acceptance and its associated factors among PLHIV in the MENA region. Such findings should help policymakers planning interventions to improve vaccination coverage among this group.</p>
</sec>
<sec id="s0015">
<title>Conclusion</title>
<p>This study reports overall COVID-19 vaccine acceptance of 64.6% among PLHIV in three countries of the MENA region. Factors for vaccine acceptance included feeling less worried about COVID-19 transmission post-vaccination, believing COVID-19 is vaccine-preventable, and having a doctor recommendation. Factors against getting vaccinated included living in a rural area, having a most recent CD4+ cell count check more than one year ago, having concerns about vaccine effectiveness and believing HIV medications protect against COVID-19 transmission. Effective strategies are needed to guarantee PLHIV access to COVID-19 vaccines as a priority group for vaccination as well as to increase vaccine acceptance among PLHIV through clearly tailored messages, addressing their specific concerns and improving their knowledge and awareness about the safety and benefits of COVID-19 vaccines.</p>
</sec>
</body>
<back>
<ack>
<title>Acknowledgements</title>
<p>T.M.W. and J.V.L. acknowledge support to ISGlobal from the Spanish Ministry of Science, Innovation and Universities through the &#x2018;Centro de Excelencia Severo Ochoa 2019&#x2013;2023&#x2019; Programme (CEX2018-000806-S), and from the Government of Catalonia through the Centres de Recerca de Catalunya (CERCA) Programme.</p>
<sec id="s20016" sec-type="COI-statement">
<title>Competing interests</title>
<p>The authors who have taken part in this study declared that they do not have anything to disclose regarding funding or conflict of interest with respect to this manuscript.</p>
</sec>
<sec id="s20017">
<title>Authors&#x2019; contributions</title>
<p>The concept for this study was developed by A.C., R.M., A.A.S., G.E. and J.L.; A.C., R.M., R.K., W.M., S.G.M.K., I.A., F.M.A., M.A.K., N.A., B.A., R.S., B.A., A.A., I.K., T.A.M. and M.C. were involved in participant recruitment and data collection; R.M. and A.C. developed the first draft; T.M.W. conducted the data analyses; R.M., A.C., T.M.W. and J.V.L. prepared the final version. All authors revised and approved the final version.</p>
</sec>
<sec id="s20018">
<title>Funding information</title>
<p>This research received no specific grant from any funding agency in the public, commercial, or not-for-profit sectors.</p>
</sec>
<sec id="s20019">
<title>Data availability</title>
<p>The authors confirm that the data supporting the findings of this study are available within the article and/or its supplementary materials.</p>
</sec>
<sec id="s20020">
<title>Disclaimer</title>
<p>The views and opinions expressed in this article are those of the authors and do not necessarily reflect the official policy or position of any affiliated agency of the authors.</p>
</sec>
</ack>
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<fn><p><bold>How to cite this article:</bold> Mohamed R, White TM, Lazarus JV, et al. COVID-19 vaccine acceptance and associated factors among people living with HIV in the Middle East and North Africa region. S Afr J HIV Med. 2022;23(1), a1391. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.4102/sajhivmed.v23i1.1391">https://doi.org/10.4102/sajhivmed.v23i1.1391</ext-link></p></fn>
<fn><p><bold>Note:</bold> Additional supporting information may be found in the online version of this article as Online Appendix 1 and 2.</p></fn>
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