<?xml version="1.0" encoding="utf8"?>
 <!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.0 20120330//EN" "http://jats.nlm.nih.gov/publishing/1.0/JATS-journalpublishing1.dtd"> <article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="research-article" dtd-version="1.0" xml:lang="en">
  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">JI</journal-id>
      <journal-title-group>
        <journal-title>Journal of Immunization</journal-title>
      </journal-title-group>
      <issn pub-type="epub">2577-137X</issn>
      <publisher>
        <publisher-name>Open Access Pub</publisher-name>
        <publisher-loc>United States</publisher-loc>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="publisher-id">JI-24-5207</article-id>
      <article-id pub-id-type="doi">10.14302/issn.2577-137X.ji-24-5207</article-id>
      <article-categories>
        <subj-group>
          <subject>research-article</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Predictors of COVID-19 Vaccine Hesitancy in North-Central Nigeria</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <name>
            <surname>Ayodotun</surname>
            <given-names>Olutola</given-names>
          </name>
          <xref ref-type="aff" rid="idm1842490524">1</xref>
          <xref ref-type="aff" rid="idm1842488436">*</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Ibrahim</surname>
            <given-names>Bola Gobir</given-names>
          </name>
          <xref ref-type="aff" rid="idm1842490524">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Deus</surname>
            <given-names>Bazira</given-names>
          </name>
          <xref ref-type="aff" rid="idm1842490524">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Samson</surname>
            <given-names>Agboola</given-names>
          </name>
          <xref ref-type="aff" rid="idm1842489300">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Fatimah</surname>
            <given-names>Ohunene Sanni</given-names>
          </name>
          <xref ref-type="aff" rid="idm1842489300">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Azeez</surname>
            <given-names>Akanbi Bello</given-names>
          </name>
          <xref ref-type="aff" rid="idm1842489300">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Nnadozie</surname>
            <given-names>Onyinyechi Havila</given-names>
          </name>
          <xref ref-type="aff" rid="idm1842489300">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Aisha</surname>
            <given-names>Adamu</given-names>
          </name>
          <xref ref-type="aff" rid="idm1842489300">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Fatima</surname>
            <given-names>Bello</given-names>
          </name>
          <xref ref-type="aff" rid="idm1842489804">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Suzzy</surname>
            <given-names>Angmun Otubo</given-names>
          </name>
          <xref ref-type="aff" rid="idm1842489804">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Mercy</surname>
            <given-names>Piring'ar Nyang</given-names>
          </name>
          <xref ref-type="aff" rid="idm1842490524">1</xref>
        </contrib>
      </contrib-group>
      <aff id="idm1842490524">
        <label>1</label>
        <addr-line>Center for Global Health Practice and Impact, Georgetown University, Washington DC, United States of America</addr-line>
      </aff>
      <aff id="idm1842489300">
        <label>2</label>
        <addr-line>Georgetown Global Health Nigeria, Federal Capital Territory, Abuja, Nigeria</addr-line>
      </aff>
      <aff id="idm1842489804">
        <label>3</label>
        <addr-line>Savannah Health System Innovation Limited, Federal Capital Territory, Abuja, Nigeria </addr-line>
      </aff>
      <aff id="idm1842488436">
        <label>*</label>
        <addr-line>Corresponding Author </addr-line>
      </aff>
      <author-notes>
        <corresp>
    
    Ayodotun Olutola, <addr-line>Center for Global Health Practice and Impact, Georgetown University, Washington DC, United States of America</addr-line>, <email>ao728@georgetown.edu</email></corresp>
        <fn fn-type="conflict" id="idm1842736908">
          <p>The authors have declared that no competing interests exist.</p>
        </fn>
      </author-notes>
      <pub-date pub-type="epub" iso-8601-date="2024-09-19">
        <day>19</day>
        <month>09</month>
        <year>2024</year>
      </pub-date>
      <volume>1</volume>
      <issue>2</issue>
      <fpage>10</fpage>
      <lpage>24</lpage>
      <history>
        <date date-type="received">
          <day>18</day>
          <month>07</month>
          <year>2024</year>
        </date>
        <date date-type="accepted">
          <day>12</day>
          <month>08</month>
          <year>2024</year>
        </date>
        <date date-type="online">
          <day>19</day>
          <month>09</month>
          <year>2024</year>
        </date>
      </history>
      <permissions>
        <copyright-statement>© </copyright-statement>
        <copyright-year>2024</copyright-year>
        <copyright-holder>Ayodotun Olutola, et al</copyright-holder>
        <license xlink:href="http://creativecommons.org/licenses/by/4.0/" xlink:type="simple">
          <license-p>This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.</license-p>
        </license>
      </permissions>
      <self-uri xlink:href="http://openaccesspub.org/ji/article/2158">This article is available from http://openaccesspub.org/ji/article/2158</self-uri>
      <abstract>
        <p>COVID-19 vaccine hesitancy has emerged as a major challenge to global efforts to control the pandemic, particularly in Nigeria, where hesitancy to other effective vaccines such as polio and measles has been widely reported. Several individual, societal, and structural factors contribute to this behaviour and prevent the                  effectiveness of COVID-19 prevention efforts.  </p>
        <sec id="idm1842339084">
          <title>Objectives</title>
          <p>This study sought to identify the predictors of COVID-19 vaccine hesitancy in the seven states of North-Central, Nigeria. </p>
        </sec>
        <sec id="idm1842345132">
          <title>Methods</title>
          <p>A population-based cross-sectional online survey was conducted among residents using a semi-structured questionnaire adapted from the WHO SAGE vaccine hesitancy scale and distributed via social media networks over 8-weeks. </p>
        </sec>
        <sec id="idm1842344340">
          <title>Results</title>
          <p>A total of 1,429 responses met the inclusion criteria and were analysed. Among the respondents, 60.7% were males, 47.5% were between the ages of 26 and 45, and 80.1% had postsecondary education. A total of 421 respondents (29.5%) were hesitant and unwilling to receive the vaccine. The reasons for hesitancy were  concerns about side effects (37.1%), doubt about the existence of COVID-19 (11.0%), and the perception of time required to receive the vaccine (9.6%).              Post-secondary education (AOR: 0.49, 0.36-0.66) and people of the Islamic faith (AOR: 0.68, 0.52-0.90) were found to be associated with lower levels of                     hesitancy. </p>
        </sec>
        <sec id="idm1842345852">
          <title>Conclusion</title>
          <p>The study found that vaccine hesitancy is a complex problem that is linked with multiple social determinants of health as lower educational attainment, lower  income and Christian faith were found to be predictors of  vaccine hesitancy. Confidence,                         Complacency and Convenience factors were expressed by respondents as concerns about side effects, doubt about the existence of COVID-19  and time required to receive the vaccines were the most         prominent reasons for unwillingness to receive the vaccine. In order to protect the public health of communities, targeted interventions are required to increase vaccine acceptance by cultivating trust in vaccines, disseminating accurate information, and engaging with community stakeholders including religious groups.  </p>
        </sec>
      </abstract>
      <kwd-group>
        <kwd>COVID-19</kwd>
        <kwd>vaccination rates</kwd>
        <kwd>vaccine hesitancy</kwd>
        <kwd>vaccine acceptance</kwd>
        <kwd>socioeconomic.</kwd>
      </kwd-group>
      <counts>
        <fig-count count="3"/>
        <table-count count="4"/>
        <page-count count="15"/>
      </counts>
    </article-meta>
  </front>
  <body>
    <sec id="idm1842345708" sec-type="intro">
      <title>Introduction</title>
      <p>The COVID-19 pandemic resulted globally in more than 769 million cases and 6.9 million deaths.<xref ref-type="bibr" rid="ridm1842113980">1</xref> Nigeria reported 256,028 confirmed cases and 3,143 confirmed deaths due to COVID-19 disease.<xref ref-type="bibr" rid="ridm1842112324">2</xref> The rapid spread of COVID-19 and associated mortality, especially among the elderly and people with comorbidities spurred efforts to develop vaccines for controlling the epidemic. Conventional vaccine development from the preclinical phase to licensing could take an average of over 10 years.<xref ref-type="bibr" rid="ridm1842184764">3</xref> However, epidemics in the last decade have accelerated the development of novel platforms that have shortened the time for vaccine sequencing from years to weeks.<xref ref-type="bibr" rid="ridm1842196644">4</xref>  Leveraging these platforms and multisectoral collaborations, several vaccines were rapidly produced and approved for distribution to curb the scourge of the COVID-19 pandemic. </p>
      <p>Within the first year of the COVID-19 pandemic, Janssen completed phase 3 trial of a potential COVID-19 vaccine<xref ref-type="bibr" rid="ridm1842216188">5</xref>, and multiple options became globally available with greater access to vaccines in the developed countries compared to other nations.<xref ref-type="bibr" rid="ridm1841980052">6</xref> With availability of effective vaccines,                         overcoming hesitancy assumed priority. Vaccine hesitancy defined as delay in the acceptance or                     complete refusal of vaccines despite the availability of vaccines has been identified as one of the  top 10 global public health problems.<xref ref-type="bibr" rid="ridm1841976380">7</xref> It is complex phenomenon that is influenced by  factors such as age, culture, socio-economic status, and trust in the healthcare system.<xref ref-type="bibr" rid="ridm1841982356">8</xref><xref ref-type="bibr" rid="ridm1841968492">9</xref></p>
      <p>The World Health Organization SAGE working group identified three barriers to vaccine uptake known as the 3C’s: Confidence/lack of confidence (in vaccines and lack of trust in the system that              delivers them), complacency, (when perceived risks of vaccine-preventable diseases are low or when vaccination is considered secondary to other responsibilities at a given point in time) and convenience (which denotes the extent to which physical availability, affordability, and access to information and other immunization services exist).<xref ref-type="bibr" rid="ridm1841966980">10</xref> Research estimates suggest that herd immunity to COVID-19 would require more than 60% of the population to be vaccinated or infected naturally.<xref ref-type="bibr" rid="ridm1841951084">11</xref></p>
      <p>As of June 18, 2022, only 13% of Nigerians had completed all recommended COVID-19 vaccines despite the widespread availability of the vaccines<xref ref-type="bibr" rid="ridm1841948708">12</xref> This fell significantly short of the goal of vaccinating 40% of the population by December 2021. Suboptimal uptake of vaccines is not                           uncommon in Nigeria due to vaccine unavailability, lack of confidence in vaccines or complacency factors.<xref ref-type="bibr" rid="ridm1841952380">13</xref></p>
      <p>This study is designed to identify the predictors of COVID-19 vaccine hesitancy in the seven states of North-Central, Nigeria. </p>
    </sec>
    <sec id="idm1842360620" sec-type="methods">
      <title>Methods</title>
      <sec id="idm1842360548">
        <title>Study Design </title>
        <p>We utilized a descriptive cross-sectional research design. The data was collected through an online survey between the 7th of March to the 30th of April 2022 in the six states of North Central Nigeria and the Federal Capital Territory.</p>
      </sec>
      <sec id="idm1842360332">
        <title>Study Population</title>
        <p>The study population sampled individual aged 18 years and above who resided in the North-Central region of Nigeria: Federal Capital Territory (FCT), Benue, Kogi, Kwara, Nasarawa, Niger, and Plateau states. The Federal Capital Territory (FCT), ranks as the state with the second-highest number of COVID-19  infections, comprising 12.7% of the confirmed cases nationwide.<xref ref-type="bibr" rid="ridm1841945260">14</xref> With a combined adult population of 18, 074, 045 representing 14.9% of Nigeria’s adult population, the region is characterized by a rich diversity of cultures and socio-economic indices that are similar to most other regions of             Nigeria.</p>
      </sec>
      <sec id="idm1842358748">
        <title>Sampling Techniques</title>
        <p>A non-probability sampling involving purposive sampling techniques was used. This involved the               distribution of an online questionnaire to participants using the major social media platforms (WhatsApp, Telegram, LinkedIn, Instagram, and Facebook). The questionnaire contained instructions for respondents to further share it with others on their social media who were willing to participate in the study, thereby utilizing a snowball sampling approach to expand the survey research. </p>
      </sec>
      <sec id="idm1842359468">
        <title>Sample Size Determination</title>
        <p>The minimum sample size was 1,770 using StatCalc, based on the assumption of an estimated retention rate of 80%, 2.5% acceptable margin of error, design effect (Deff = 1.8), and a 95% confidence interval using the North Central regional adult population of 18, 074, 045 persons according to the National Population Commission (NPC) 2021 population estimation.</p>
      </sec>
      <sec id="idm1842359252">
        <title>Inclusion Criteria </title>
        <p>1. Persons older than 18 years </p>
        <p>2. Persons living in any of the six North-Central states and FCT in Nigeria. </p>
      </sec>
      <sec id="idm1842365732">
        <title>Exclusion Criteria </title>
        <p>Persons meeting the inclusion criteria who do not consent or withdraw consent while completing the study.</p>
      </sec>
      <sec id="idm1842366740">
        <title>Data Collection</title>
        <p>Data was obtained through a population-based cross-sectional online survey conducted among                    residents in the seven North-Central states in Nigeria; Federal Capital Territory (FCT), Benue, Kogi, Kwara, Nasarawa, Niger, and Plateau states. The semi-structured survey questionnaire was adopted from the WHO SAGE vaccine hesitancy scale and refined through a literature review to identify factors critical to vaccine hesitancy.<xref ref-type="bibr" rid="ridm1841966980">10</xref></p>
        <p>The questionnaire consists of 52 questions. The questions include information on socio-demographic characteristics, knowledge of the COVID-19 vaccines that were available in Nigeria which were the Oxford/Astrazeneca vaccine and the Moderna vaccine, influences arising from personal perception of the willingness to take the COVID-19 vaccine, and factors contributing to vaccine hesitancy. The study was deployed as an online survey and distributed via social networks in all media platforms, including, but not limited to private messaging, electronic mail, social networking sites, and groups through                platforms such as WhatsApp, Telegram, Facebook, Instagram, and LinkedIn. The questionnaire was administered on a survey platform; RedCap with validation checks to curtail the incidence of missing data. Participants were directed to the entry page of the survey by clicking on a hyperlink on their              mobile devices or computers and were asked to tick the agreement checkbox on the questionnaire form if they were able and willing to participate in the study. The tick served as informed consent and a click on the submit button marks the end of the survey. Each entry into the survey was assigned a unique ID consisting of the time and date stamp at which the response was submitted. No personally identifiable information was collected from the participants. Data collection was conducted for 8 weeks from the 7th of March to the 30th of April 2022. After the completion of data collection, meticulous validation and cleaning procedures were conducted to uphold the integrity and accuracy of the survey results. These procedures include identifying and excluding responses from individuals who did not meet the inclusion criteria; state of residency, and age within the designated states of the North-Central region of Nigeria.</p>
        <p>In this study, the outcome variable, COVID-19 vaccine hesitancy, was defined based on participants' responses to: “Have you received the COVID-19 vaccine and are you willing to receive the COVID-19 vaccine if made available to you within the next six months”. Participants who responded “Yes” were categorized under the acceptance group and considered vaccine acceptance, indicating their willingness to accept, or had received at least one dose of the COVID-19 vaccine. Conversely, participants who responded “No” were classified under the vaccine hesitancy group and considered vaccine hesitancy, indicating their reluctance or hesitation to receive the COVID-19 vaccine. </p>
      </sec>
      <sec id="idm1842366452">
        <title>Statistical Analysis</title>
        <p>The statistical analysis approach utilized was descriptive statistics including frequencies and                       percentages.  A chi-square test was used to examine the association of sociodemographic                           characteristics with attitudes toward COVID-19 vaccination. The analysis to examine the                    socio-demographic factors associated with vaccine hesitancy was carried out using logistic regression. The level of significance was set at p &lt; 0.05, with a 95% confidence interval as a threshold for                   determining statistically significant findings. The analysis was performed using Stata version 15.0 and Microsoft Excel (2016), to ensure accuracy and reliability of the data interpretation.</p>
      </sec>
      <sec id="idm1842366380">
        <title>Informed consent </title>
        <p>The survey's entry page provided details about the study's objectives, eligibility criteria, data privacy, and researchers' disclaimers. Participants provided informed consent by ticking the "I agree" checkbox. Entries lacking this agreement were not processed for data analysis. Additionally, participants failing to meet the inclusion criteria were excluded from the analysis.</p>
      </sec>
      <sec id="idm1842365588">
        <title>Confidentiality</title>
        <p>No personally identifiable information about the participants was collected because all entries were anonymously registered. The privacy of the subjects' information was assured.</p>
      </sec>
      <sec id="idm1842365084">
        <title>Risks and benefits</title>
        <p>There were no negative impacts that affected the subjects' rights or welfare that were noted. Similarly, there were no direct benefits linked to participation in the study.</p>
      </sec>
      <sec id="idm1842362780">
        <title>Ethical clearance</title>
        <p>The survey was conducted after obtaining Georgetown University Institutional Review Boards (IRB).</p>
      </sec>
    </sec>
    <sec id="idm1842363356" sec-type="results">
      <title>Results</title>
      <p>The study recorded a total of 1,999 survey entries, of which 13 did not consent to participate in the      survey, yielding a response rate of 99.3%. We excluded 557 responses for not meeting the inclusion criteria. Thus, the final sample size for this study was 1,429. Out of the 1,429 responses included in the study analysis, 1,008 (70.5%) were willing to accept or had received at least one dose of the COVID-19 vaccine while 421 (29.5%) were unvaccinated and hesitant as shown in <xref ref-type="fig" rid="idm1842587172">Figure 1</xref>.</p>
      <fig id="idm1842587172">
        <label>Figure 1.</label>
        <caption>
          <title> Flow diagram of the study sample size</title>
        </caption>
        <graphic xlink:href="images/image1.jpg" mime-subtype="jpg"/>
      </fig>
      <sec id="idm1842363284">
        <title>Demographic characteristics of the respondents</title>
        <p>As shown in <xref ref-type="table" rid="idm1842585012">Table 1</xref>, more than a third (36.7%) of the respondents were residents of the Federal                Capital Territory (FCT) while the rest resided in Benue (5.5%), Kogi (10.3%), Kwara (3.2%),                    Nasarawa (15.6%), Niger (16.7%), and Plateau States (12.0%). The majority of respondents were male (60.7%), 18 – 25 years old (43.3%), single (64.1%), Christian faith (57.2%), holders of post-secondary educational qualifications (80.1%), and employed (56.1%). Nearly half of the respondents (46.2%) had a monthly income between N30,000 and N150,000.</p>
        <table-wrap id="idm1842585012">
          <label>Table 1.</label>
          <caption>
            <title> Demographic characteristics of all respondents, N=1,429</title>
          </caption>
          <table rules="all" frame="box">
            <tbody>
              <tr>
                <th>
                  <bold>Variable</bold>
                </th>
                <td>
                  <bold>N=1,429</bold>
                </td>
                <td>
                  <bold>%</bold>
                </td>
              </tr>
              <tr>
                <th>
                  <bold>State of residence</bold>
                </th>
                <td>
                  <bold> </bold>
                </td>
                <td>
                  <bold> </bold>
                </td>
              </tr>
              <tr>
                <td>FCT</td>
                <td>524</td>
                <td>36.7</td>
              </tr>
              <tr>
                <td>Benue</td>
                <td>79</td>
                <td>5.5</td>
              </tr>
              <tr>
                <td>Kogi</td>
                <td>147</td>
                <td>10.3</td>
              </tr>
              <tr>
                <td>Kwara</td>
                <td>46</td>
                <td>3.2</td>
              </tr>
              <tr>
                <td>Nasarawa</td>
                <td>223</td>
                <td>15.6</td>
              </tr>
              <tr>
                <td>Niger</td>
                <td>238</td>
                <td>16.7</td>
              </tr>
              <tr>
                <td>Plateau</td>
                <td>172</td>
                <td>12.0</td>
              </tr>
              <tr>
                <th>
                  <bold>Gender</bold>
                </th>
                <td>
                  <bold> </bold>
                </td>
                <td>
                  <bold> </bold>
                </td>
              </tr>
              <tr>
                <td>Female</td>
                <td>562</td>
                <td>39.3</td>
              </tr>
              <tr>
                <td>Male</td>
                <td>867</td>
                <td>60.7</td>
              </tr>
              <tr>
                <th>
                  <bold>Age group (years)</bold>
                </th>
                <td>
                  <bold> </bold>
                </td>
                <td>
                  <bold> </bold>
                </td>
              </tr>
              <tr>
                <td>18–25</td>
                <td>618</td>
                <td>43.3</td>
              </tr>
              <tr>
                <td>26–45</td>
                <td>678</td>
                <td>47.5</td>
              </tr>
              <tr>
                <td>&gt;45</td>
                <td>133</td>
                <td>9.3</td>
              </tr>
              <tr>
                <th>
                  <bold>Marital status</bold>
                </th>
                <td>
                  <bold> </bold>
                </td>
                <td>
                  <bold> </bold>
                </td>
              </tr>
              <tr>
                <td>Single</td>
                <td>916</td>
                <td>64.1</td>
              </tr>
              <tr>
                <td>Married</td>
                <td>404</td>
                <td>28.3</td>
              </tr>
              <tr>
                <td>Previously married</td>
                <td>109</td>
                <td>7.6</td>
              </tr>
              <tr>
                <th>
                  <bold>Religion</bold>
                </th>
                <td>
                  <bold> </bold>
                </td>
                <td>
                  <bold> </bold>
                </td>
              </tr>
              <tr>
                <td>Christianity</td>
                <td>817</td>
                <td>57.2</td>
              </tr>
              <tr>
                <td>Islam</td>
                <td>577</td>
                <td>40.4</td>
              </tr>
              <tr>
                <td>Others<sup>a</sup></td>
                <td>35</td>
                <td>2.5</td>
              </tr>
              <tr>
                <th>
                  <bold>Post Secondary education</bold>
                </th>
                <td>
                  <bold> </bold>
                </td>
                <td>
                  <bold> </bold>
                </td>
              </tr>
              <tr>
                <td>No</td>
                <td>285</td>
                <td>19.9</td>
              </tr>
              <tr>
                <td>Yes</td>
                <td>1,144</td>
                <td>80.1</td>
              </tr>
              <tr>
                <th>
                  <bold>Employment Status</bold>
                </th>
                <td>
                  <bold> </bold>
                </td>
                <td>
                  <bold> </bold>
                </td>
              </tr>
              <tr>
                <td>Unemployed</td>
                <td>628</td>
                <td>43.9</td>
              </tr>
              <tr>
                <td>Employed</td>
                <td>801</td>
                <td>56.1</td>
              </tr>
              <tr>
                <td>
                  <bold>Monthly Income</bold>
                </td>
                <td> </td>
                <td> </td>
              </tr>
              <tr>
                <td>Less than #30, 000</td>
                <td>523</td>
                <td>36.6</td>
              </tr>
              <tr>
                <td>#30,000 - #150,000</td>
                <td>660</td>
                <td>46.2</td>
              </tr>
              <tr>
                <td>Above #150, 000</td>
                <td>246</td>
                <td>17.2</td>
              </tr>
            </tbody>
          </table>
          <table-wrap-foot>
            <fn id="idm1842222236">
              <label/>
              <p>a. Traditional and Non-religious</p>
            </fn>
          </table-wrap-foot>
        </table-wrap>
      </sec>
      <sec id="idm1842219500">
        <title>Distribution of the sample by the socio-demographic characteristics and attitudes toward COVID-19 </title>
        <p>According to <xref ref-type="table" rid="idm1842462532">Table 2</xref>, 29.5% of the participants were unwilling to receive the COVID-19 vaccine. The hesitancy was significantly associated with participants’ religious beliefs, post-secondary educational status, and monthly income (p &lt; 0.05). Hesitancy was higher among the “Others” religious belief (participants with traditional beliefs and non-religious affiliations), participants with no post-secondary educational status, and participants who earned less than N30,000 monthly. </p>
        <table-wrap id="idm1842462532">
          <label>Table 2.</label>
          <caption>
            <title> Socio-demographic characteristics and Association with Vaccine Hesitancy</title>
          </caption>
          <table rules="all" frame="box">
            <tbody>
              <tr>
                <td>
                  <bold>Variable</bold>
                </td>
                <td>
                  <bold>Hesitancy</bold>
                  <bold>(N = 421, % = 29.5)</bold>
                </td>
                <td>
                  <bold>Acceptance</bold>
                  <bold>(N=1,008, % = 70.5)</bold>
                </td>
                <td>
                  <bold>Total</bold>
                  <bold>N = 1,429</bold>
                </td>
                <td>
                  <bold>p-value</bold>
                </td>
              </tr>
              <tr>
                <td colspan="4">
                  <bold>State of residence</bold>
                </td>
                <td>0.12</td>
              </tr>
              <tr>
                <td>FCT</td>
                <td>28 (35.4%)</td>
                <td>51 (64.6%)</td>
                <td>79</td>
                <td> </td>
              </tr>
              <tr>
                <td>Benue</td>
                <td>149 (28.4%)</td>
                <td>375 (71.6%)</td>
                <td>524</td>
                <td> </td>
              </tr>
              <tr>
                <td>Kogi</td>
                <td>53 (36.1%)</td>
                <td>94 (63.9%)</td>
                <td>147</td>
                <td> </td>
              </tr>
              <tr>
                <td>Kwara</td>
                <td>11 (23.9%)</td>
                <td>35 (76.1%)</td>
                <td>46</td>
                <td> </td>
              </tr>
              <tr>
                <td>Nasarawa</td>
                <td>52 (23.3%)</td>
                <td>171 (76.7%)</td>
                <td>223</td>
                <td> </td>
              </tr>
              <tr>
                <td>Niger</td>
                <td>75 (31.5%)</td>
                <td>163 (68.5%)</td>
                <td>238</td>
                <td> </td>
              </tr>
              <tr>
                <td>Plateau</td>
                <td>53 (30.8%)</td>
                <td>119 (69.2%)</td>
                <td>172</td>
                <td> </td>
              </tr>
              <tr>
                <td colspan="4">
                  <bold>Gender</bold>
                </td>
                <td>0.52</td>
              </tr>
              <tr>
                <td>Female</td>
                <td>171 (30.4%)</td>
                <td>391 (69.6%)</td>
                <td>562</td>
                <td> </td>
              </tr>
              <tr>
                <td>Male</td>
                <td>250 (28.8%)</td>
                <td>617 (71.2%)</td>
                <td>867</td>
                <td> </td>
              </tr>
              <tr>
                <td colspan="4">
                  <bold>Age group (years)</bold>
                </td>
                <td>0.31</td>
              </tr>
              <tr>
                <td>18 – 25</td>
                <td>195 (31.6%)</td>
                <td>423 (68.4%)</td>
                <td>618</td>
                <td> </td>
              </tr>
              <tr>
                <td>26 – 45</td>
                <td>190 (28.0%)</td>
                <td>488 (72.0%)</td>
                <td>678</td>
                <td> </td>
              </tr>
              <tr>
                <td>Above 45</td>
                <td>36 (27.1%)</td>
                <td>97 (72.9%)</td>
                <td>133</td>
                <td> </td>
              </tr>
              <tr>
                <td colspan="4">
                  <bold>Marital status</bold>
                </td>
                <td>0.25</td>
              </tr>
              <tr>
                <td>Single</td>
                <td>274 (29.9%)</td>
                <td>642 (70.1%)</td>
                <td>916</td>
                <td> </td>
              </tr>
              <tr>
                <td>Married</td>
                <td>109 (27.0%)</td>
                <td>295 (73.0%)</td>
                <td>404</td>
                <td> </td>
              </tr>
              <tr>
                <td>Previously married</td>
                <td>38 (34.9%)</td>
                <td>71 (65.1%)</td>
                <td>109</td>
                <td> </td>
              </tr>
              <tr>
                <td colspan="4">
                  <bold>Religion</bold>
                </td>
                <td>0.00*</td>
              </tr>
              <tr>
                <td>Christianity</td>
                <td>258 (31.6%)</td>
                <td>559 (68.4%)</td>
                <td>817</td>
                <td> </td>
              </tr>
              <tr>
                <td>Islam</td>
                <td>147 (25.5%)</td>
                <td>430 (74.5%)</td>
                <td>577</td>
                <td> </td>
              </tr>
              <tr>
                <td>Others<sup>a</sup></td>
                <td>16 (45.7%)</td>
                <td>19 (54.3%)</td>
                <td>35</td>
                <td> </td>
              </tr>
              <tr>
                <td colspan="4">
                  <bold>Post Secondary Education</bold>
                </td>
                <td>0.00*</td>
              </tr>
              <tr>
                <td>No</td>
                <td>124 (43.5%)</td>
                <td>161 (54.5%)</td>
                <td>285</td>
                <td> </td>
              </tr>
              <tr>
                <td>Yes</td>
                <td>297 (26.0%)</td>
                <td>847 (74.0%)</td>
                <td>1, 144</td>
                <td> </td>
              </tr>
              <tr>
                <td colspan="4">
                  <bold>Employment status</bold>
                </td>
                <td>0.91</td>
              </tr>
              <tr>
                <td>Unemployed</td>
                <td>184 (29.3%)</td>
                <td>444 (70.7%)</td>
                <td>628</td>
                <td> </td>
              </tr>
              <tr>
                <td>Employed</td>
                <td>237 (29.6%)</td>
                <td>564 (70.4%)</td>
                <td>801</td>
                <td> </td>
              </tr>
              <tr>
                <td colspan="4">
                  <bold>Monthly Income</bold>
                </td>
                <td>0.00*</td>
              </tr>
              <tr>
                <td>Less than #30, 000</td>
                <td>185 (35.4%)</td>
                <td>338 (64.6%)</td>
                <td>523</td>
                <td> </td>
              </tr>
              <tr>
                <td>#30,000 - #150,000</td>
                <td>177 (26.8%)</td>
                <td>483 (73.2%)</td>
                <td>660</td>
                <td> </td>
              </tr>
              <tr>
                <td>Above #150, 000</td>
                <td>59 (24.0%)</td>
                <td>187 (76.0%)</td>
                <td>246</td>
                <td> </td>
              </tr>
            </tbody>
          </table>
          <table-wrap-foot>
            <fn id="idm1842131132">
              <label/>
              <p>*p &lt; 0.05</p>
            </fn>
            <fn id="idm1842129116">
              <label/>
              <p>a. Traditional and Non-religious</p>
            </fn>
          </table-wrap-foot>
        </table-wrap>
      </sec>
      <sec id="idm1842129620">
        <title>Reasons for Unwillingness to Receive COVID-19 Vaccine</title>
        <p>Concerns about side effects were the most common reasons for vaccine hesitancy (37.1%). Others       expressed reasons such as doubt about the existence of COVID-19 (11.0%), the perception of time  required to receive the vaccine (9.6%), dislike or fear of needles (7.2%) and possible complications caused by underlying medical conditions (5.5%). A few believed that the vaccines were not effective (6.5%) (<xref ref-type="fig" rid="idm1842306700">Figure 2</xref>)</p>
        <fig id="idm1842306700">
          <label>Figure 2.</label>
          <caption>
            <title> Reasons among the COVID-19 Vaccine Hesitant Participants</title>
          </caption>
          <graphic xlink:href="images/image2.jpg" mime-subtype="jpg"/>
        </fig>
      </sec>
      <sec id="idm1842126812">
        <title>Sociodemographic Predictors of COVID-19 Vaccine Hesitancy</title>
        <p>According to <xref ref-type="table" rid="idm1842305764">Table 3</xref>, 29.5% of the participants were unwilling to be vaccinated now and when the vaccine becomes available. Religious belief and post-secondary educational attainment were found to be significantly associated with COVID-19 vaccination attitudes. Higher hesitancy rates were observed among Christians and religious beliefs classified as “others” compared to those of Islamic religious beliefs (p &lt; 0.05). Respondents of Islamic faith were 32% less likely to be hesitant (OR 0.68, CI:                  0.52-0.90) compared to respondents of Christian beliefs. Respondents with post-secondary education were found to be 51% less likely to be hesitant in comparison with those without post-secondary                education (OR 0.49, CI: 0.36-0.66).</p>
        <table-wrap id="idm1842305764">
          <label>Table 3.</label>
          <caption>
            <title> Sociodemographic Predictors of COVID-19 Vaccine Hesitancy</title>
          </caption>
          <table rules="all" frame="box">
            <tbody>
              <tr>
                <td>
                  <bold>Variable</bold>
                </td>
                <td>
                  <bold>Hesitant (n = 421, % = 29.5</bold>
                </td>
                <td>
                  <bold>Acceptance (n = 1008, % = 70.5</bold>
                </td>
                <td>
                  <bold>Total</bold>
                  <bold>(N = 1,429)</bold>
                </td>
                <td>
                  <bold>Crude OR</bold>
                  <bold>(95% CI)</bold>
                </td>
                <td>
                  <bold>P Value</bold>
                </td>
                <td>
                  <bold>Adjusted OR (95% CI)</bold>
                </td>
                <td>
                  <bold>P value</bold>
                </td>
              </tr>
              <tr>
                <th colspan="8">
                  <bold>State of Residence</bold>
                </th>
              </tr>
              <tr>
                <td>FCT</td>
                <td>149 (28.4)</td>
                <td>375 (71.6)</td>
                <td>524</td>
                <td>Ref</td>
                <td> </td>
                <td>Ref</td>
                <td> </td>
              </tr>
              <tr>
                <td>Benue</td>
                <td>28 (35.4)</td>
                <td> 51 (64.6)</td>
                <td>79</td>
                <td>1.38 (0.84-2.27)</td>
                <td>0.20</td>
                <td>1.19 (0.71-2.00)</td>
                <td>0.52</td>
              </tr>
              <tr>
                <td>Kogi</td>
                <td>53 (36.1)</td>
                <td>94 (63.9)</td>
                <td>147</td>
                <td>1.42 (0.96-2.09)</td>
                <td>0.08</td>
                <td>1.21 (0.81-1.81)</td>
                <td>0.35</td>
              </tr>
              <tr>
                <td>Kwara</td>
                <td>11 (23.9)</td>
                <td>35 (76.1)</td>
                <td>46</td>
                <td>0.79 (0.39-1.60)</td>
                <td>0.51</td>
                <td>0.77 (0.38-1.59)</td>
                <td>0.48</td>
              </tr>
              <tr>
                <td>Nasarawa</td>
                <td>52 (23.3)</td>
                <td>171 (76.7)</td>
                <td>223</td>
                <td>0.77 (0.53-1.10)</td>
                <td>0.15</td>
                <td>0.68 (0.46-1.00)</td>
                <td>0.05</td>
              </tr>
              <tr>
                <td>Niger</td>
                <td>75 (31.5)</td>
                <td>163 (68.5)</td>
                <td>238</td>
                <td>1.16 (0.83-1.62)</td>
                <td>0.39</td>
                <td>1.09 (0.76-1.55)</td>
                <td>0.64</td>
              </tr>
              <tr>
                <td>Plateau</td>
                <td>53 (30.8)</td>
                <td>119 (69.2)</td>
                <td>172</td>
                <td>1.12 (0.77-1.63)</td>
                <td>0.55</td>
                <td>1.07 (0.73-1.57)</td>
                <td>0.74</td>
              </tr>
              <tr>
                <th colspan="8">
                  <bold>Gender</bold>
                </th>
              </tr>
              <tr>
                <td>Female</td>
                <td>171 (30.4)</td>
                <td>391 (69.6)</td>
                <td>562</td>
                <td>Ref</td>
                <td> </td>
                <td>Ref</td>
                <td> </td>
              </tr>
              <tr>
                <td>Male</td>
                <td>250 (28.8)</td>
                <td>617 (71.2)</td>
                <td>867</td>
                <td>0.93 (0.73-1.17)</td>
                <td>0.52</td>
                <td>1.00 (0.78-1.28)</td>
                <td>0.98</td>
              </tr>
              <tr>
                <th colspan="8">
                  <bold>Age group (Years)</bold>
                </th>
              </tr>
              <tr>
                <td>18-25</td>
                <td>195 (31.6)</td>
                <td>423 (68.5)</td>
                <td>618</td>
                <td>Ref</td>
                <td> </td>
                <td>Ref</td>
                <td> </td>
              </tr>
              <tr>
                <td>26-45</td>
                <td>190 (28.0)</td>
                <td>488 (72.0)</td>
                <td>678</td>
                <td>0.84 (0.67-1.07)</td>
                <td>0.17</td>
                <td>0.92 (0.69-1.22)</td>
                <td>0.58</td>
              </tr>
              <tr>
                <td>&gt;45</td>
                <td>36 (27.1)</td>
                <td>97 (72.9)</td>
                <td>133</td>
                <td>0.81(0.53-1.22)</td>
                <td>0.31</td>
                <td>0.84 (0.49-1.47)</td>
                <td>0.55</td>
              </tr>
              <tr>
                <th colspan="8">
                  <bold>Marital Status</bold>
                </th>
              </tr>
              <tr>
                <td>Single</td>
                <td>274 (29.9)</td>
                <td>642 (70.1)</td>
                <td>916</td>
                <td>Ref</td>
                <td> </td>
                <td>Ref</td>
                <td> </td>
              </tr>
              <tr>
                <td>Married</td>
                <td>109 (27.0)</td>
                <td>295 (73.0)</td>
                <td>404</td>
                <td>0.87 (0.67-1.12)</td>
                <td>0.28</td>
                <td>0.99 (0.72-1.36)</td>
                <td>0.94</td>
              </tr>
              <tr>
                <td>Previously married</td>
                <td>38 (34.9)</td>
                <td>71 (65.1)</td>
                <td>109</td>
                <td>1.25 (0.83-1.91)</td>
                <td>0.29</td>
                <td>1.42 (0.84-2.40)</td>
                <td>0.20</td>
              </tr>
              <tr>
                <th colspan="8">
                  <bold>Religion</bold>
                </th>
              </tr>
              <tr>
                <td>Christianity</td>
                <td>258 (31.6)</td>
                <td>559 (68.4)</td>
                <td>817</td>
                <td>Ref</td>
                <td> </td>
                <td>Ref</td>
                <td> </td>
              </tr>
              <tr>
                <td>Islam</td>
                <td>147 (25.5)</td>
                <td>430 (74.5)</td>
                <td>577</td>
                <td>0.74 (0.58-0.94)</td>
                <td>0.01</td>
                <td>0.68 (0.52-0.90)</td>
                <td>0.01*</td>
              </tr>
              <tr>
                <td>Others</td>
                <td>16 (45.7)</td>
                <td>19 (54.3)</td>
                <td>35</td>
                <td>1.82 (0.92-3.61)</td>
                <td>0.08</td>
                <td>1.65 (0.81-3.33)</td>
                <td>0.17</td>
              </tr>
              <tr>
                <th colspan="8">
                  <bold>Post-Secondary Education</bold>
                </th>
              </tr>
              <tr>
                <td>No</td>
                <td>124 (43.5)</td>
                <td>161 (56.5)</td>
                <td>285</td>
                <td>Ref</td>
                <td> </td>
                <td>Ref</td>
                <td> </td>
              </tr>
              <tr>
                <td>Yes</td>
                <td>297 (26.0)</td>
                <td>847 (74.0)</td>
                <td>1,144</td>
                <td>0.46 (0.35-0.60)</td>
                <td>0.00</td>
                <td>0.49 (0.36-0.66)</td>
                <td>0.00*</td>
              </tr>
              <tr>
                <th colspan="8">
                  <bold>Employment Status</bold>
                </th>
              </tr>
              <tr>
                <td>Unemployed</td>
                <td>184 (29.3%)</td>
                <td>444 (70.7%)</td>
                <td>628</td>
                <td>Ref</td>
                <td> </td>
                <td>Ref</td>
                <td> </td>
              </tr>
              <tr>
                <td>Employed</td>
                <td>237 (29.6%)</td>
                <td>564 (70.4%)</td>
                <td>801</td>
                <td>1.01 (0.81-1.28)</td>
                <td>0.91</td>
                <td>1.00 (0.79-1.26)</td>
                <td>0.99</td>
              </tr>
              <tr>
                <th colspan="8">
                  <bold>Monthly Income</bold>
                </th>
              </tr>
              <tr>
                <td>Less than #30, 000</td>
                <td>185 (35.4)</td>
                <td>338 (64.6)</td>
                <td>523</td>
                <td>Ref</td>
                <td> </td>
                <td>Ref</td>
                <td> </td>
              </tr>
              <tr>
                <td>#30,000 - #150,000</td>
                <td>177 (26.8)</td>
                <td>483 (73.2)</td>
                <td>660</td>
                <td>0.67 (0.52-0.86)</td>
                <td>0.00</td>
                <td>0.77 (0.59-1.01)</td>
                <td>0.06</td>
              </tr>
              <tr>
                <td>Above #150, 000</td>
                <td>59 (24.0)</td>
                <td>187 (76.0)</td>
                <td>246</td>
                <td>0.58 (0.41-0.81)</td>
                <td>0.00</td>
                <td>0.66 (0.44-0.99)</td>
                <td>0.05</td>
              </tr>
            </tbody>
          </table>
          <table-wrap-foot>
            <fn id="idm1842037972">
              <label/>
              <p>*p &lt; 0.05</p>
            </fn>
            <fn id="idm1842037756">
              <label/>
              <p>a. Traditional and Non-religious</p>
            </fn>
          </table-wrap-foot>
        </table-wrap>
      </sec>
      <sec id="idm1842038188">
        <title>Source of Information about the COVID-19 vaccine</title>
        <p>As shown in <xref ref-type="fig" rid="idm1842088244">Figure 3</xref> below, healthcare providers were the predominant source of trusted information about the COVID-19 vaccine in 33.0% of the respondents. Others include social media (24%), friends, family, and/ or community members (23.3%) and the mass media (14.7%). </p>
        <fig id="idm1842088244">
          <label>Figure 3.</label>
          <caption>
            <title> The most trusted source of information about the COVID-19 vaccine and Vaccination</title>
          </caption>
          <graphic xlink:href="images/image3.jpg" mime-subtype="jpg"/>
        </fig>
      </sec>
      <sec id="idm1842003284">
        <title>Perceptions about the COVID-19 Vaccine among Hesitant Respondents</title>
        <p>The majority of respondents reported support for vaccination from community and religious leaders (85.5%). However, 68.8% of them expressed unwillingness to follow the advice of leaders. </p>
        <p>The majority lacked trust in the government’s ability to procure the highest quality vaccine (71.5%), 66.3% perceived the COVID-19 vaccine as unsafe while 62% perceived it as non-essential for                      preventing the COVID-19 virus. More than 40% expressed a lack of trust in health workers to safely deliver the vaccine (47.5%) and unfavourable clinic waiting time for vaccination as factors that                discourage them from taking the COVID-19 vaccine. (43.2%), (<xref ref-type="table" rid="idm1842089468">Table 4</xref>).</p>
        <table-wrap id="idm1842089468">
          <label>Table 4.</label>
          <caption>
            <title> Perceptions about the COVID-19 Vaccine among Hesitant Respondents</title>
          </caption>
          <table rules="all" frame="box">
            <tbody>
              <tr>
                <th>
                  <bold>Factors</bold>
                </th>
                <td>
                  <bold>No</bold>
                </td>
                <td>
                  <bold>Yes</bold>
                </td>
              </tr>
              <tr>
                <td colspan="3">Leaders, gatekeepers, and pro-vaccination</td>
              </tr>
              <tr>
                <td>Do religious leaders in your community support taking the COVID-19 vaccine?</td>
                <td>61 (14.5%)</td>
                <td>360 (85.5%)</td>
              </tr>
              <tr>
                <td>Do politicians, teachers, and health workers in your community support vaccination?</td>
                <td>29 (6.9%)</td>
                <td>392 (93.1%)</td>
              </tr>
              <tr>
                <td>Do you follow the advice of your religious/cultural leaders about the COVID-19 vaccination?</td>
                <td>289 (68.6%)</td>
                <td>132 (31.4%)</td>
              </tr>
              <tr>
                <td>Does your religion/culture recommend against the COVID-19 vaccination?</td>
                <td>355 (84.3%)</td>
                <td>66 (15.7%)</td>
              </tr>
              <tr>
                <td colspan="3">Political influences</td>
              </tr>
              <tr>
                <td>Do you trust that your government is deciding in your best interest concerning the COVID-19 vaccine</td>
                <td>265 (62.9%)</td>
                <td>156 (37.1%)</td>
              </tr>
              <tr>
                <td>Are you convinced that your government purchases the highest quality of the COVID-19 vaccine</td>
                <td>301 (71.5%)</td>
                <td>120 (28.5%)</td>
              </tr>
              <tr>
                <td>Do you trust that the government is making the best efforts to store the vaccines in the right conditions?</td>
                <td>288 (68.4%)</td>
                <td>133 (31.6%)</td>
              </tr>
              <tr>
                <td colspan="3">Geographical barriers</td>
              </tr>
              <tr>
                <td>Does distance limit you from getting the vaccine?</td>
                <td>264 (62.7%)</td>
                <td>157 (37.3%)</td>
              </tr>
              <tr>
                <td>Does clinic time or waiting at the clinic prevent you from getting the COVID-19 vaccine?</td>
                <td>239 (56.8%)</td>
                <td>182 (43.2%)</td>
              </tr>
              <tr>
                <td colspan="3">Pharmaceutical industry</td>
              </tr>
              <tr>
                <td>Do you think governments are pushed by the pharmaceutical industries to recommend vaccines?</td>
                <td>106 (25.2%)</td>
                <td>315 (74.8%)</td>
              </tr>
              <tr>
                <td>Do you trust the pharmaceutical companies that produce the COVID-19 vaccine?</td>
                <td>303 (72.0%)</td>
                <td>118 (28.0%)</td>
              </tr>
              <tr>
                <td colspan="3">The Vaccines/Vaccination issues</td>
              </tr>
              <tr>
                <td>Do you think the vaccine is safe</td>
                <td>279 (66.3%)</td>
                <td>142 (33.7%)</td>
              </tr>
              <tr>
                <td>The COVID-19 vaccine is essential for us</td>
                <td>261 (62.0%)</td>
                <td>160 (38.0%)</td>
              </tr>
              <tr>
                <td>Do you trust the healthcare workers to safely administer the vaccine to you?</td>
                <td>221 (52.5%)</td>
                <td>200 (47.5%)</td>
              </tr>
              <tr>
                <td>Is the vaccination process convenient, i.e., is it easier for you to get vaccinated</td>
                <td>262 (62.2%)</td>
                <td>159 (37.8%)</td>
              </tr>
              <tr>
                <td>Do you think that if everyone in society maintains preventive measures (face masks, social distancing, etc.), COVID-19 can be eradicated without vaccination?</td>
                <td>136 (32.3%)</td>
                <td>285 (67.7%)</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
      </sec>
    </sec>
    <sec id="idm1841979380" sec-type="discussion">
      <title>Discussion</title>
      <p>The COVID-19 pandemic resulted in significant disruption in the health and livelihoods globally.                 Despite the evidence that vaccines offer viable protection against the disease, achieving universal              acceptance remains an uphill task.  Nigeria has reported challenges with the uptake of several vaccines in different parts of the country including vaccines that were aimed at the prevention of infant   mortality <xref ref-type="bibr" rid="ridm1841966980">10</xref><xref ref-type="bibr" rid="ridm1841951084">11</xref><xref ref-type="bibr" rid="ridm1841934604">17</xref><xref ref-type="bibr" rid="ridm1841933020">18</xref>. In this study, 29.5% of the respondents in the North-Central region were unwilling to receive the COVID-19 vaccine. A similar study in Southwest Nigeria reported a vaccine hesitancy rate of 25.5%,<xref ref-type="bibr" rid="ridm1841942164">15</xref> and an African survey of 34 countries reported a hesitancy rate of 37% among the general population.<xref ref-type="bibr" rid="ridm1841940724">16</xref></p>
      <p>On a global level, vaccine hesitancy rates above 50% have been reported in China, Malaysia, Australia, Pakistan and Italy. <xref ref-type="bibr" rid="ridm1841982356">8</xref><xref ref-type="bibr" rid="ridm1841934604">17</xref><xref ref-type="bibr" rid="ridm1841933020">18</xref><xref ref-type="bibr" rid="ridm1841919524">19</xref> Some sociodemographic factors such as education, religion and income were found to be significantly associated with vaccine hesitancy in our study. this shows that the lack of post-secondary education was associated with a 51% higher risk of hesitancy.  Our findings are consistent with other studies that have established the value of education in influencing health-seeking                         behaviours.<xref ref-type="bibr" rid="ridm1841914556">20</xref> Reliable sources of such information such as educational and health institutions are             important in shaping knowledge and attitudes that increase uptake of vaccines, and other health-seeking activities such as social distancing, usage of masks and other proven health interventions that prevent the spread of the COVID-19 virus. Half of the hesitant respondents indicated reliance on social media and friends or family as their trusted sources of information about the COVID-19 vaccine. These sources are often prone to information biases, particularly during a period of massive anti-vaccine     campaigns and misinformation. The study also found that higher household income above the national minimum wage with respondents that earning significantly above the minimum demonstrating a 42% reduction in risk. This is consistent with the likelihood of attainment of post-secondary education among higher-earning respondents. </p>
      <p>Respondents of the Islamic faith had a 32% lower risk of hesitancy compared to the Christians. The impact of faith on health and social behaviours is very profound in Nigeria. Many adopt mannerisms or practices that conform to the teachings of religious leaders or community leaders. The notable                     anti-vaccine messaging that emanated from some prominent Christian leaders at the beginning of the pandemic may have contributed to vaccine hesitancy among some members of the faith.<xref ref-type="bibr" rid="ridm1841912180">21</xref> The majority of religious and community leaders supported COVID-19 vaccination efforts but over two-thirds of                hesitant persons were unswayed by the support of their religious or community leaders to accept the vaccine. </p>
      <p>Our study identified a combination of confidence, convenience, and complacency factors as influencers of vaccine hesitancy.  Nearly half of the vaccine-hesitant respondents cited a lack of confidence in the safety and side effect profile of the vaccines as the reasons for their unwillingness to be vaccinated. Other studies have documented similar findings. <xref ref-type="bibr" rid="ridm1841911100">22</xref><xref ref-type="bibr" rid="ridm1841906852">24</xref> More than two-thirds of respondents expressed a lack of trust in both the government of Nigeria and pharmaceutical companies to deliver the vaccine with the sole purpose of improving quality of life. Similar attitudes to vaccines have been demonstrated with the polio vaccination drive where citizens in Northern Nigeria perceived the vaccines to contain compounds with sterilization properties that will prevent childbearing.<xref ref-type="bibr" rid="ridm1841952380">13</xref> The unprecedented speed in the development of COVID-19 vaccines and perceived inequalities in vaccine distribution contributed in fuelling vaccine hesitancy. The Oxford/AstraZeneca vaccine that was initially delivered to Nigeria through COVID-19 Vaccines Global Access (COVAX) initiative was perceived as inferior to the Moderna and Pfizer vaccines that were available in the high income countries. These findings are               consistent with the findings of Lar son et al.<xref ref-type="bibr" rid="ridm1841908652">23</xref> that a lack of trust in the healthcare system, government, and economic systems has a profound effect on vaccine acceptance. Nomhwange, et al., (2022)                    similarly reported that the COVID-19 vaccine hesitancy was attributed to uncertainties about the safety of the vaccine, and the negative information that was circulated about COVID-19 vaccines on social media<xref ref-type="bibr" rid="ridm1841895060">26</xref>.</p>
      <p>Complacency factors were demonstrated by those who expressed that the COVID infection was not real, the vaccine was not required and those who felt the use of universal precautions and personal protective equipment were adequate to address the epidemic. This may be potentiated by the high risk of misinformation among hesitant respondents as more than 50% of them relied on sources that are prone to biases such as social media, friends, and others for information about the vaccine. Examples of pervasive misinformation about the COVID-19 vaccine include rumours of the vaccine as a means of inoculating tracking chips into humans, the COVID-19 epidemic is a punishment from God, the illness is an effect of 5G technology deployment, while some believed it was just the regular flu.<xref ref-type="bibr" rid="ridm1841897580">25</xref></p>
      <p>Convenience factors were expressed by more than a third of the respondents who indicated that                 distance from homes to vaccination centres, the perceived waiting time required to complete the                vaccination, and the process of vaccination were unfavourable for them. These factors are likely                 associated with the cost of transportation or the opportunity costs of vaccination over other activities of priority such as work.</p>
      <p>This study provides a perspective on the COVID-19 vaccine hesitancy in a large region of Nigeria. Though similar studies have been conducted in other states or regions of the country, this adds to the body of knowledge about the magnitude of vaccine hesitancy and the factors that drive them in a large region of Northern Nigeria. We acknowledge some limitations of the study which may have affected the generalizability of its findings. This includes online survey methodology with possible selection and response biases. Participants were those with access to internet, computers or smartphones. In             addition, the inferences from this study relate to the COVID-19 vaccine and may not apply to vaccines for other diseases. </p>
    </sec>
    <sec id="idm1841977220" sec-type="conclusions">
      <title>Conclusion</title>
      <p>This study's findings reaffirm vaccine hesitancy as a threat to COVID-19 prevention efforts in the North Central region of Nigeria. It enhances our understanding of the predictors of vaccine hesitancy and the reasons why people refuse to be vaccinated with the COVID-19 vaccine. The study found that vaccine hesitancy is a complex problem that is linked with multiple social determinants of health as lower educational attainment and Christian faith were found to be predictors of vaccine hesitancy.           Confidence, Complacency and Convenience factors were expressed by respondents as concerns about side effects, doubt about the existence of COVID-19 and the time required to receive the vaccines were the most prominent reasons for unwillingness to receive the vaccine. The study highlights the importance of leveraging trusted sources of information, such as healthcare workers and social media, to disseminate accurate and timely information about COVID-19 and the vaccine.  To protect the                public health of communities, targeted interventions are required to increase vaccine acceptance by cultivating trust in vaccines, disseminating accurate information, and engaging with community                 stakeholders including religious groups.  </p>
    </sec>
    <sec id="idm1841975564">
      <title>Funding</title>
      <p>The study was funded by Georgetown University Medical Center, Dean of Research. However, the funder did not play any role in the research.</p>
    </sec>
  </body>
  <back>
    <ack>
      <p>We would like to express gratitude to the Center for Global Health Practice and Impact (CGHPI), the Center for Clinical Care and Clinical Research (CCCRN), Georgetown Global Health Nigeria (GGHN), Savannah Health System Innovation Ltd (SHSIL), and collegaues who supported and                 contributed to protocol development, data collection and development of the manuscript. </p>
    </ack>
    <ref-list>
      <ref id="ridm1842113980">
        <label>1.</label>
        <mixed-citation xlink:type="simple" publication-type="book"><article-title>World Health Organization (WHO). Weekly epidemiological update on</article-title><date><year>2023</year></date><chapter-title>COVID-19 - 25</chapter-title>
[Internet]. [cited


</mixed-citation>
      </ref>
      <ref id="ridm1842112324">
        <label>2.</label>
        <mixed-citation xlink:type="simple" publication-type="journal">
          <name>
            <surname>Eguavoen</surname>
            <given-names>A</given-names>
          </name>
          <name>
            <surname>Larson</surname>
            <given-names>H J</given-names>
          </name>
          <name>
            <surname>Chinye-Nwoko</surname>
            <given-names>F</given-names>
          </name>
          <name>
            <surname>Ojeniyi</surname>
            <given-names>T</given-names>
          </name>
          <article-title>Reducing COVID-19 vaccine hesitancy and improving vaccine uptake in Nigeria. J Public Health Afr</article-title>
          <date>
            <year>2023</year>
          </date>
          <volume>14</volume>
          <fpage>2290</fpage>
        </mixed-citation>
      </ref>
      <ref id="ridm1842184764">
        <label>3.</label>
        <mixed-citation xlink:type="simple" publication-type="book">
          <name>
            <surname>Pronker</surname>
            <given-names>E S</given-names>
          </name>
          <name>
            <surname>Weenen</surname>
            <given-names>T C</given-names>
          </name>
          <name>
            <surname>Commandeur</surname>
            <given-names>H</given-names>
          </name>
          <name>
            <surname>EHJHM</surname>
            <given-names>Claassen</given-names>
          </name>
          <name>
            <surname>ADME</surname>
            <given-names>Osterhaus</given-names>
          </name>
          <date>
            <year>2013</year>
          </date>
          <chapter-title>Risk in Vaccine Research and Development Quantified. PLOS ONE.8:</chapter-title>
          <fpage>57755</fpage>
        </mixed-citation>
      </ref>
      <ref id="ridm1842196644">
        <label>4.</label>
        <mixed-citation xlink:type="simple" publication-type="journal">
          <name>
            <surname>Sandbrink</surname>
            <given-names>J B</given-names>
          </name>
          <name>
            <surname>S</surname>
            <given-names>J Robin</given-names>
          </name>
          <article-title>RNA vaccines: a suitable platform for tackling emerging pandemics? Frontiers in Immunology</article-title>
          <date>
            <year>2020</year>
          </date>
          <volume>11</volume>
          <fpage>608460</fpage>
        </mixed-citation>
      </ref>
      <ref id="ridm1842216188">
        <label>5.</label>
        <mixed-citation xlink:type="simple" publication-type="journal">
          <name>
            <surname>Bok</surname>
            <given-names>K</given-names>
          </name>
          <name>
            <surname>Sitar</surname>
            <given-names>S</given-names>
          </name>
          <name>
            <surname>Graham</surname>
            <given-names>B S</given-names>
          </name>
          <name>
            <surname>Mascola</surname>
            <given-names>J R</given-names>
          </name>
          <article-title>Accelerated COVID-19 vaccine development: milestones, lessons, and prospects. Immunity</article-title>
          <date>
            <year>2021</year>
          </date>
          <volume>54</volume>
          <fpage>1636</fpage>
          <lpage>51</lpage>
        </mixed-citation>
      </ref>
      <ref id="ridm1841980052">
        <label>6.</label>
        <mixed-citation xlink:type="simple" publication-type="journal">
          <name>
            <surname>Md</surname>
            <given-names>Khairi LNH</given-names>
          </name>
          <name>
            <surname>Fahrni</surname>
            <given-names>M L</given-names>
          </name>
          <name>
            <surname>Lazzarino</surname>
            <given-names>A I</given-names>
          </name>
          <article-title>The Race for Global Equitable Access to COVID-19 Vaccines. Vaccines (Basel)</article-title>
          <date>
            <year>2022</year>
          </date>
          <volume>10</volume>
          <fpage>1306</fpage>
        </mixed-citation>
      </ref>
      <ref id="ridm1841976380">
        <label>7.</label>
        <mixed-citation xlink:type="simple" publication-type="journal">
          <name>
            <surname>ŞB</surname>
            <given-names>Nazlı</given-names>
          </name>
          <name>
            <surname>Yığman</surname>
            <given-names>F</given-names>
          </name>
          <name>
            <surname>Sevindik</surname>
            <given-names>M</given-names>
          </name>
          <name>
            <surname>Özturan</surname>
            <given-names>D D</given-names>
          </name>
          <article-title>Psychological factors affecting COVID-19 vaccine hesitancy</article-title>
          <date>
            <year>1971</year>
          </date>
          <source>Irish Journal of Medical Science</source>
          <volume>191</volume>
          <fpage>71</fpage>
          <lpage>80</lpage>
        </mixed-citation>
      </ref>
      <ref id="ridm1841982356">
        <label>8.</label>
        <mixed-citation xlink:type="simple" publication-type="journal">
          <name>
            <surname>Solís</surname>
            <given-names>Arce JS</given-names>
          </name>
          <name>
            <surname>Warren</surname>
            <given-names>S S</given-names>
          </name>
          <name>
            <surname>Meriggi</surname>
            <given-names>N F</given-names>
          </name>
          <name>
            <surname>Scacco</surname>
            <given-names>A</given-names>
          </name>
          <name>
            <surname>McMurry</surname>
            <given-names>N</given-names>
          </name>
          <name>
            <surname>Voors</surname>
            <given-names>M</given-names>
          </name>
          <article-title>COVID-19 vaccine acceptance and hesitancy in low- and middle-income countries. Nat Med</article-title>
          <date>
            <year>2021</year>
          </date>
          <volume>27</volume>
          <fpage>1385</fpage>
          <lpage>94</lpage>
        </mixed-citation>
      </ref>
      <ref id="ridm1841968492">
        <label>9.</label>
        <mixed-citation xlink:type="simple" publication-type="journal"><article-title>World Health Organization (WHO). 10 global health issues to track in</article-title><date><year>2021</year></date>
[Internet]. [cited



</mixed-citation>
      </ref>
      <ref id="ridm1841966980">
        <label>10.</label>
        <mixed-citation xlink:type="simple" publication-type="journal">
          <name>
            <surname>Palamenghi</surname>
            <given-names>L</given-names>
          </name>
          <name>
            <surname>Barello</surname>
            <given-names>S</given-names>
          </name>
          <name>
            <surname>Boccia</surname>
            <given-names>S</given-names>
          </name>
          <name>
            <surname>Graffigna</surname>
            <given-names>G</given-names>
          </name>
          <article-title>Mistrust in biomedical research and vaccine hesitancy: the forefront challenge in the battle against COVID-19 in Italy. Eur</article-title>
          <date>
            <year>2020</year>
          </date>
          <volume>35</volume>
          <fpage>785</fpage>
          <lpage>8</lpage>
        </mixed-citation>
      </ref>
      <ref id="ridm1841951084">
        <label>11.</label>
        <mixed-citation xlink:type="simple" publication-type="journal">
          <name>
            <surname>Babatope</surname>
            <given-names>T</given-names>
          </name>
          <name>
            <surname>Ilyenkova</surname>
            <given-names>V</given-names>
          </name>
          <name>
            <surname>Marais</surname>
            <given-names>D</given-names>
          </name>
          <article-title>COVID-19 vaccine hesitancy: a systematic review of barriers to the uptake of COVID-19 vaccine among adults in Nigeria. Bull Natl Res Cent</article-title>
          <date>
            <year>2023</year>
          </date>
          <fpage>47</fpage>
          <lpage>45</lpage>
        </mixed-citation>
      </ref>
      <ref id="ridm1841948708">
        <label>12.</label>
        <mixed-citation xlink:type="simple" publication-type="book">
          <name>
            <surname>Mathieu</surname>
            <given-names>E</given-names>
          </name>
          <name>
            <surname>Ritchie</surname>
            <given-names>H</given-names>
          </name>
          <name>
            <surname>Rodés-Guirao</surname>
            <given-names>L</given-names>
          </name>
          <name>
            <surname>Appel</surname>
            <given-names>C</given-names>
          </name>
          <name>
            <surname>Giattino</surname>
            <given-names>C</given-names>
          </name>
          <name>
            <surname>Hasell</surname>
            <given-names>J</given-names>
          </name>
          <article-title>24]; Available from: https://ourworldindata.org/covid-vaccinations</article-title>
          <date>
            <year>2020</year>
          </date>
          <chapter-title>Coronavirus Pandemic (COVID-19). Our World in Data [Internet]. [cited</chapter-title>
        </mixed-citation>
      </ref>
      <ref id="ridm1841952380">
        <label>13.</label>
        <mixed-citation xlink:type="simple" publication-type="journal">
          <name>
            <surname>Karlsson</surname>
            <given-names>L C</given-names>
          </name>
          <name>
            <surname>Soveri</surname>
            <given-names>A</given-names>
          </name>
          <name>
            <surname>Lewandowsky</surname>
            <given-names>S</given-names>
          </name>
          <name>
            <surname>Karlsson</surname>
            <given-names>L</given-names>
          </name>
          <name>
            <surname>Karlsson</surname>
            <given-names>H</given-names>
          </name>
          <name>
            <surname>Nolvi</surname>
            <given-names>S</given-names>
          </name>
          <article-title>Fearing the disease or the vaccine: The case of COVID-19. Pers Individ Dif</article-title>
          <date>
            <year>2021</year>
          </date>
          <fpage>172</fpage>
          <lpage>110590</lpage>
        </mixed-citation>
      </ref>
      <ref id="ridm1841945260">
        <label>14.</label>
        <mixed-citation xlink:type="simple" publication-type="journal">
          <name>
            <surname>Akerele</surname>
            <given-names>I O</given-names>
          </name>
          <name>
            <surname>Oreh</surname>
            <given-names>A C</given-names>
          </name>
          <name>
            <surname>Kawu</surname>
            <given-names>M B</given-names>
          </name>
          <name>
            <surname>Ahmadu</surname>
            <given-names>A</given-names>
          </name>
          <name>
            <surname>Okechukwu</surname>
            <given-names>J N</given-names>
          </name>
          <name>
            <surname>Mbo</surname>
            <given-names>D N</given-names>
          </name>
          <article-title>Clinical presentation and hospitalisation duration of 201 coronavirus disease 2019 patients in Abuja, Nigeria. Afr J Prim Health Care Fam Med</article-title>
          <date>
            <year>2021</year>
          </date>
          <volume>13</volume>
          <fpage>2940</fpage>
        </mixed-citation>
      </ref>
      <ref id="ridm1841942164">
        <label>15.</label>
        <mixed-citation xlink:type="simple" publication-type="journal">
          <name>
            <surname>Adebisi</surname>
            <given-names>Y A</given-names>
          </name>
          <name>
            <surname>Alaran</surname>
            <given-names>A J</given-names>
          </name>
          <name>
            <surname>Bolarinwa</surname>
            <given-names>O A</given-names>
          </name>
          <name>
            <surname>Akande-Sholabi</surname>
            <given-names>W</given-names>
          </name>
          <name>
            <surname>Lucero-Prisno</surname>
            <given-names>D E</given-names>
          </name>
          <article-title>When it is available, will we take it? Social media users’ perception of hypothetical COVID-19 vaccine in Nigeria. Pan Afr Med</article-title>
          <date>
            <year>2021</year>
          </date>
          <fpage>38</fpage>
          <lpage>230</lpage>
        </mixed-citation>
      </ref>
      <ref id="ridm1841940724">
        <label>16.</label>
        <mixed-citation xlink:type="simple" publication-type="book">
          <name>
            <surname>Anjorin</surname>
            <given-names>A A</given-names>
          </name>
          <name>
            <surname>Odetokun</surname>
            <given-names>I A</given-names>
          </name>
          <name>
            <surname>Abioye</surname>
            <given-names>A I</given-names>
          </name>
          <name>
            <surname>Elnadi</surname>
            <given-names>H</given-names>
          </name>
          <name>
            <surname>Umoren</surname>
            <given-names>M V</given-names>
          </name>
          <name>
            <surname>Damaris</surname>
            <given-names>B F</given-names>
          </name>
          <article-title>Will Africans take COVID-19 vaccination? PLoS</article-title>
          <date>
            <year>2021</year>
          </date>
          <chapter-title>One.;16: e0260575</chapter-title>
        </mixed-citation>
      </ref>
      <ref id="ridm1841934604">
        <label>17.</label>
        <mixed-citation xlink:type="simple" publication-type="journal">
          <name>
            <surname>BBB</surname>
            <given-names>Ackah</given-names>
          </name>
          <name>
            <surname>Woo</surname>
            <given-names>M</given-names>
          </name>
          <name>
            <surname>Stallwood</surname>
            <given-names>L</given-names>
          </name>
          <name>
            <surname>Fazal</surname>
            <given-names>Z A</given-names>
          </name>
          <name>
            <surname>Okpani</surname>
            <given-names>A</given-names>
          </name>
          <name>
            <surname>Ukah</surname>
            <given-names>U V</given-names>
          </name>
          <article-title>COVID-19 vaccine hesitancy in Africa: a scoping review. Glob Health Res Policy</article-title>
          <date>
            <year>2022</year>
          </date>
          <fpage>7</fpage>
          <lpage>21</lpage>
        </mixed-citation>
      </ref>
      <ref id="ridm1841933020">
        <label>18.</label>
        <mixed-citation xlink:type="simple" publication-type="journal">
          <name>
            <surname>Ghinai</surname>
            <given-names>I</given-names>
          </name>
          <name>
            <surname>Willott</surname>
            <given-names>C</given-names>
          </name>
          <name>
            <surname>Dadari</surname>
            <given-names>I</given-names>
          </name>
          <name>
            <surname>Larson</surname>
            <given-names>H J</given-names>
          </name>
          <article-title>Listening to the rumours: What the northern Nigeria polio vaccine boycott can tell us ten years on. Glob Public Health</article-title>
          <date>
            <year>2013</year>
          </date>
          <volume>8</volume>
          <fpage>1138</fpage>
          <lpage>50</lpage>
        </mixed-citation>
      </ref>
      <ref id="ridm1841919524">
        <label>19.</label>
        <mixed-citation xlink:type="simple" publication-type="journal">
          <name>
            <surname>Syed</surname>
            <given-names>Alwi SAR</given-names>
          </name>
          <name>
            <surname>Rafidah</surname>
            <given-names>E</given-names>
          </name>
          <name>
            <surname>Zurraini</surname>
            <given-names>A</given-names>
          </name>
          <name>
            <surname>Juslina</surname>
            <given-names>O</given-names>
          </name>
          <name>
            <surname>Brohi</surname>
            <given-names>I B</given-names>
          </name>
          <name>
            <surname>Lukas</surname>
            <given-names>S</given-names>
          </name>
          <article-title>A survey on COVID-19 vaccine acceptance and concern among Malaysians. BMC Public Health</article-title>
          <date>
            <year>2021</year>
          </date>
          <volume>21</volume>
          <fpage>1129</fpage>
        </mixed-citation>
      </ref>
      <ref id="ridm1841914556">
        <label>20.</label>
        <mixed-citation xlink:type="simple" publication-type="journal">
          <name>
            <surname>Borriello</surname>
            <given-names>A</given-names>
          </name>
          <name>
            <surname>Master</surname>
            <given-names>D</given-names>
          </name>
          <name>
            <surname>Pellegrini</surname>
            <given-names>A</given-names>
          </name>
          <name>
            <surname>Rose</surname>
            <given-names>J M</given-names>
          </name>
          <article-title>Preferences for a COVID-19 vaccine in Australia. Vaccine</article-title>
          <date>
            <year>2021</year>
          </date>
          <volume>39</volume>
          <fpage>473</fpage>
          <lpage>9</lpage>
        </mixed-citation>
      </ref>
      <ref id="ridm1841912180">
        <label>21.</label>
        <mixed-citation xlink:type="simple" publication-type="journal">
          <name>
            <surname>Oguntoye</surname>
            <given-names>C A</given-names>
          </name>
          <article-title>Perception of Religious Leaders in Oyo Metropolis of Covid-19 Vaccination</article-title>
          <date>
            <year>2022</year>
          </date>
          <source>ACU Journal of Social and Management Sciences.;</source>
          <volume>3</volume>
          <fpage>252</fpage>
          <lpage>60</lpage>
        </mixed-citation>
      </ref>
      <ref id="ridm1841911100">
        <label>22.</label>
        <mixed-citation xlink:type="simple" publication-type="journal">
          <name>
            <surname>Habersaat</surname>
            <given-names>K B</given-names>
          </name>
          <name>
            <surname>Jackson</surname>
            <given-names>C</given-names>
          </name>
          <article-title>Understanding vaccine acceptance and demand-and ways to increase them. Bundesgesundheitsblatt Gesundheitsforschung Gesundheitsschutz</article-title>
          <date>
            <year>2020</year>
          </date>
          <fpage>63</fpage>
          <lpage>32</lpage>
        </mixed-citation>
      </ref>
      <ref id="ridm1841908652">
        <label>23.</label>
        <mixed-citation xlink:type="simple" publication-type="journal">
          <name>
            <surname>Larson</surname>
            <given-names>H J</given-names>
          </name>
          <name>
            <surname>Clarke</surname>
            <given-names>R M</given-names>
          </name>
          <name>
            <surname>Jarrett</surname>
            <given-names>C</given-names>
          </name>
          <name>
            <surname>Eckersberger</surname>
            <given-names>E</given-names>
          </name>
          <name>
            <surname>Levine</surname>
            <given-names>Z</given-names>
          </name>
          <name>
            <surname>Schulz</surname>
            <given-names>W S</given-names>
          </name>
          <article-title>Measuring trust in vaccination: A systematic review. Hum Vaccin Immunother</article-title>
          <date>
            <year>2018</year>
          </date>
          <volume>14</volume>
          <fpage>1599</fpage>
          <lpage>609</lpage>
        </mixed-citation>
      </ref>
      <ref id="ridm1841906852">
        <label>24.</label>
        <mixed-citation xlink:type="simple" publication-type="journal">
          <name>
            <surname>Sisti</surname>
            <given-names>L G</given-names>
          </name>
          <name>
            <surname>Buonsenso</surname>
            <given-names>D</given-names>
          </name>
          <name>
            <surname>Moscato</surname>
            <given-names>U</given-names>
          </name>
          <name>
            <surname>Costanzo</surname>
            <given-names>G</given-names>
          </name>
          <name>
            <surname>Malorni</surname>
            <given-names>W</given-names>
          </name>
          <article-title>The Role of Religions in the COVID-19 Pandemic: A Narrative Review. Int J Environ Res Public Health</article-title>
          <date>
            <year>2023</year>
          </date>
          <volume>20</volume>
          <fpage>1691</fpage>
        </mixed-citation>
      </ref>
      <ref id="ridm1841897580">
        <label>25.</label>
        <mixed-citation xlink:type="simple" publication-type="book">
          <name>
            <surname>McElfish</surname>
            <given-names>P A</given-names>
          </name>
          <name>
            <surname>Willis</surname>
            <given-names>D E</given-names>
          </name>
          <name>
            <surname>Shah</surname>
            <given-names>S K</given-names>
          </name>
          <name>
            <surname>Bryant-Moore</surname>
            <given-names>K</given-names>
          </name>
          <name>
            <surname>Rojo</surname>
            <given-names>M O</given-names>
          </name>
          <name>
            <surname>Selig</surname>
            <given-names>J P</given-names>
          </name>
          <date>
            <year>2021</year>
          </date>
          <chapter-title>Sociodemographic Determinants of COVID-19 Vaccine Hesitancy, Fear of Infection, and Protection Self-Efficacy. J Prim Care Community Health</chapter-title>
          <volume>12</volume>
          <fpage>21501327211040746</fpage>
        </mixed-citation>
      </ref>
      <ref id="ridm1841895060">
        <label>26.</label>
        <mixed-citation xlink:type="simple" publication-type="journal">
          <name>
            <surname>Nomhwange</surname>
            <given-names>T</given-names>
          </name>
          <name>
            <surname>Wariri</surname>
            <given-names>O</given-names>
          </name>
          <name>
            <surname>Nkereuwem</surname>
            <given-names>E</given-names>
          </name>
          <name>
            <surname>Olanrewaju</surname>
            <given-names>S</given-names>
          </name>
          <name>
            <surname>Nwosu</surname>
            <given-names>N</given-names>
          </name>
          <name>
            <surname>Adamu</surname>
            <given-names>U</given-names>
          </name>
          <name>
            <surname>Danjuma</surname>
            <given-names>E</given-names>
          </name>
          <name>
            <surname>Onuaguluchi</surname>
            <given-names>N</given-names>
          </name>
          <name>
            <surname>Enegela</surname>
            <given-names>J</given-names>
          </name>
          <article-title>Nomhwange E, Baptiste AE. COVID-19 vaccine hesitancy amongst healthcare workers: An assessment of its magnitude and determinants during the initial phase of national vaccine deployment in Nigeria. EClinicalMedicine</article-title>
          <date>
            <year>2022</year>
          </date>
        </mixed-citation>
      </ref>
    </ref-list>
  </back>
</article>
