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  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">JPH</journal-id>
      <journal-id journal-id-type="nlm-ta">JMIR Public Health Surveill</journal-id>
      <journal-title>JMIR Public Health and Surveillance</journal-title>
      <issn pub-type="epub">2369-2960</issn>
      <publisher>
        <publisher-name>JMIR Publications</publisher-name>
        <publisher-loc>Toronto, Canada</publisher-loc>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="publisher-id">v11i1e77195</article-id>
      <article-id pub-id-type="pmid">40864500</article-id>
      <article-id pub-id-type="doi">10.2196/77195</article-id>
      <article-categories>
        <subj-group subj-group-type="heading">
          <subject>Review</subject>
        </subj-group>
        <subj-group subj-group-type="article-type">
          <subject>Review</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Uptake of the Second Dose of the Measles Vaccine and Its Determinants Among Children Aged Less Than 5 Years: Systematic Review and Meta-Analysis</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="editor">
          <name>
            <surname>Mavragani</surname>
            <given-names>Amaryllis</given-names>
          </name>
        </contrib>
        <contrib contrib-type="editor">
          <name>
            <surname>Sanchez</surname>
            <given-names>Travis</given-names>
          </name>
        </contrib>
      </contrib-group>
      <contrib-group>
        <contrib contrib-type="reviewer">
          <name>
            <surname>Dessie</surname>
            <given-names>Abraham</given-names>
          </name>
        </contrib>
        <contrib contrib-type="reviewer">
          <name>
            <surname>Girma</surname>
            <given-names>Abayeneh</given-names>
          </name>
        </contrib>
      </contrib-group>
      <contrib-group>
        <contrib id="contrib1" contrib-type="author" corresp="yes">
          <name name-style="western">
            <surname>Adisu</surname>
            <given-names>Molalign Aligaz</given-names>
          </name>
          <degrees>MSc</degrees>
          <xref rid="aff1" ref-type="aff">1</xref>
          <address>
            <institution>Department of Pediatrics and Child Health</institution>
            <institution>College of Health Science</institution>
            <institution>Woldia University</institution>
            <addr-line>RH4X+GM, A2</addr-line>
            <addr-line>Woldia, 00000</addr-line>
            <country>Ethiopia</country>
            <phone>251 0942767333</phone>
            <email>molalignaligaz@gmail.com</email>
          </address>
          <ext-link ext-link-type="orcid">https://orcid.org/0009-0003-1685-983X</ext-link>
        </contrib>
        <contrib id="contrib2" contrib-type="author">
          <name name-style="western">
            <surname>Habtie</surname>
            <given-names>Tesfaye Engdaw</given-names>
          </name>
          <degrees>MSc</degrees>
          <xref rid="aff2" ref-type="aff">2</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0009-0006-7943-3280</ext-link>
        </contrib>
        <contrib id="contrib3" contrib-type="author">
          <name name-style="western">
            <surname>Kitaw</surname>
            <given-names>Tegene Atamenta</given-names>
          </name>
          <degrees>MSc</degrees>
          <xref rid="aff2" ref-type="aff">2</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0002-7199-1249</ext-link>
        </contrib>
        <contrib id="contrib4" contrib-type="author">
          <name name-style="western">
            <surname>Zemariam</surname>
            <given-names>Alemu Birara</given-names>
          </name>
          <degrees>MSc</degrees>
          <xref rid="aff1" ref-type="aff">1</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0001-8195-3011</ext-link>
        </contrib>
      </contrib-group>
      <aff id="aff1">
        <label>1</label>
        <institution>Department of Pediatrics and Child Health</institution>
        <institution>College of Health Science</institution>
        <institution>Woldia University</institution>
        <addr-line>Woldia</addr-line>
        <country>Ethiopia</country>
      </aff>
      <aff id="aff2">
        <label>2</label>
        <institution>Department of Nursing</institution>
        <institution>College of Health Science</institution>
        <institution>Woldia University</institution>
        <addr-line>Woldia</addr-line>
        <country>Ethiopia</country>
      </aff>
      <author-notes>
        <corresp>Corresponding Author: Molalign Aligaz Adisu <email>molalignaligaz@gmail.com</email></corresp>
      </author-notes>
      <pub-date pub-type="collection">
        <year>2025</year>
      </pub-date>
      <pub-date pub-type="epub">
        <day>27</day>
        <month>8</month>
        <year>2025</year>
      </pub-date>
      <volume>11</volume>
      <elocation-id>e77195</elocation-id>
      <history>
        <date date-type="received">
          <day>9</day>
          <month>5</month>
          <year>2025</year>
        </date>
        <date date-type="rev-request">
          <day>6</day>
          <month>7</month>
          <year>2025</year>
        </date>
        <date date-type="rev-recd">
          <day>17</day>
          <month>7</month>
          <year>2025</year>
        </date>
        <date date-type="accepted">
          <day>22</day>
          <month>7</month>
          <year>2025</year>
        </date>
      </history>
      <copyright-statement>©Molalign Aligaz Adisu, Tesfaye Engdaw Habtie, Tegene Atamenta Kitaw, Alemu Birara Zemariam. Originally published in JMIR Public Health and Surveillance (https://publichealth.jmir.org), 27.08.2025.</copyright-statement>
      <copyright-year>2025</copyright-year>
      <license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0/">
        <p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in JMIR Public Health and Surveillance, is properly cited. The complete bibliographic information, a link to the original publication on https://publichealth.jmir.org, as well as this copyright and license information must be included.</p>
      </license>
      <self-uri xlink:href="https://publichealth.jmir.org/2025/1/e77195" xlink:type="simple"/>
      <abstract>
        <sec sec-type="background">
          <title>Background</title>
          <p>Ethiopia is faced with poor measles-containing vaccine second dose (MCV2) coverage, leading to recurrent outbreaks.</p>
        </sec>
        <sec sec-type="objective">
          <title>Objective</title>
          <p>This meta-analysis and systematic review aimed at combining evidence of MCV2 uptake in Ethiopia and its determinants to inform interventions for increased vaccination uptake and control of public health challenges.</p>
        </sec>
        <sec sec-type="methods">
          <title>Methods</title>
          <p>This review examined observational quantitative research on measles second dose vaccination among children in Ethiopia using databases such as PubMed Central, Cochrane Library, Web of Science, Scopus, MEDLINE, and Embase. The quality of the included studies was assessed using the Newcastle-Ottawa Scale. Heterogeneity was evaluated using <italic>I</italic><sup>2</sup> statistics and the Cochran <italic>Q</italic> test, and the analysis used a random-effects model. Publication bias was assessed through funnel plots, the Egger test, and nonparametric trim-and-fill tests.</p>
        </sec>
        <sec sec-type="results">
          <title>Results</title>
          <p>The overall MCV2 uptake among children aged &lt;5 years in Ethiopia was only 34.4% (95% CI 18.8%-49.9%). Significant determinants of MCV2 uptake included high level of maternal education (adjusted odds ratio [AOR] 3.31, 95% CI 1.32-5.30), attendance to antenatal care follow-ups (AOR 2.02, 95% CI 1.12-2.92), use of postnatal care services (AOR 3.03, 95% CI 1.77-4.28), reduced waiting times at vaccination sites (AOR 2.56, 95% CI 1.98-3.13), good awareness of measles vaccination (AOR 2.17, 95% CI 1.59-2.74), and positive perceptions of the vaccine (AOR 3.58, 95% CI 1.97-6.30).</p>
        </sec>
        <sec sec-type="conclusions">
          <title>Conclusions</title>
          <p>This study found that the uptake of MCV2 among children aged &lt;5 years in Ethiopia was 34%, which is far below the global and national goal of 95%. Key factors contributing to low coverage include mothers’ educational levels, use of antenatal and postnatal care services, waiting times at vaccination sites, and mothers’ awareness of the measles vaccine. Improving community-based education programs, increasing access to antenatal and postnatal care services, reducing waiting times, and raising awareness about immunization all contribute to increasing vaccine uptake.</p>
        </sec>
        <sec sec-type="trial registration">
          <title>Trial Registration</title>
          <p>PROSPERO CRD42024619031; https://www.crd.york.ac.uk/PROSPERO/view/CRD42024619031</p>
        </sec>
      </abstract>
      <kwd-group>
        <kwd>second dose</kwd>
        <kwd>measles</kwd>
        <kwd>vaccine</kwd>
        <kwd>uptake</kwd>
        <kwd>children</kwd>
        <kwd>Ethiopia</kwd>
        <kwd>meta-analysis</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec sec-type="introduction">
      <title>Introduction</title>
      <sec>
        <title>Background</title>
        <p>Measles, a virulent viral disease caused by the measles morbillivirus, continues to exert a significant global health burden despite decades of vaccination efforts. The disease is characterized by fever, maculopapular rash, cough, coryza, and conjunctivitis. Alongside these symptoms, severe complications such as encephalitis, severe pneumonia, and even death may occur. These complications tend to be worse in young children, malnourished individuals, and people with a weakened immune system [<xref ref-type="bibr" rid="ref1">1</xref>,<xref ref-type="bibr" rid="ref2">2</xref>]. The highly contagious nature of measles is further highlighted by its basic reproductive number (R0), which is estimated to be between 12 and 18. This elevates the threshold population immunity required to prevent sustained transmission of the virus to &gt;95% immunization [<xref ref-type="bibr" rid="ref3">3</xref>].</p>
        <p>The lack of global progress made toward measles control in the early 21st century is concerning, especially with the recent regressions observed. One study revealed the increasing rate of measles infections worldwide, projecting that 10.3 million people were infected in 2023, which is a shocking 20% increase from the previous year’s estimate. Moreover, the number of countries with outbreaks also increased from 36 to 57 [<xref ref-type="bibr" rid="ref4">4</xref>].</p>
        <p>This surge critically underscores the precarious state of global immunity, a condition made even more fragile by disruptions to routine immunization services—such as those observed during the COVID-19 pandemic—and compounded by prevailing vaccine hesitancy across many populations [<xref ref-type="bibr" rid="ref5">5</xref>,<xref ref-type="bibr" rid="ref6">6</xref>]. In fact, insufficient coverage of immunization is the main impetus for these increasing outbreaks. More than 22 million children worldwide missed their first dose of the measles vaccine in 2023 alone—this creates growing susceptible cohorts that fuel epidemics [<xref ref-type="bibr" rid="ref5">5</xref>].</p>
        <p>The burden of measles falls on low- and middle-income countries. That is where health systems become even more strained, in many cases due to infrastructural, financial, and geographical barriers preventing access to strong equitable routine immunization services [<xref ref-type="bibr" rid="ref7">7</xref>]. Measles can certainly be a disaster for morbidity and mortality within vulnerable populations but also severely strain already weak health care infrastructures by taking away badly needed resources from other important frontlines of public health, as well as increasing existing inequities in these vulnerable populations. The big picture goal of global measles elimination—as so unmistakably articulated in the World Health Organization (WHO) Immunization Agenda 2030—is decidedly imperiled at present by exactly such gaps in coverage, thus demanding recommitment and inspiring novelty in contextualized strategies directed toward achieving the lofty coverage rates necessary for eradication [<xref ref-type="bibr" rid="ref8">8</xref>-<xref ref-type="bibr" rid="ref10">10</xref>].</p>
        <p>Prevention of measles and its complications is best achieved through vaccination. There are several live, attenuated measles vaccines that range from monovalent vaccines to combinations under the “measles-containing vaccine” name that also provide immunity against rubella, mumps, and varicella. Both doses of the measles vaccine currently in use worldwide are safe and effective. The first dose of the measles-containing vaccine (MCV1) was introduced in 1963, and by the 1980s, the WHO recommended that all countries implement routine MCV1 vaccination in their childhood immunization schedules. Ethiopia followed suit and introduced the MCV1 in the late 1980s [<xref ref-type="bibr" rid="ref11">11</xref>,<xref ref-type="bibr" rid="ref12">12</xref>].</p>
        <p>Even following the introduction of the MCV1, which provides immunity to 85% of vaccine recipients, up to 15% of individuals do not develop long-term immunity following a single dose. MCV1 in some cases will also not generate an adequate immune response to provide immunity, a condition that comes to be known as primary vaccine failure. Identifying this gap, the WHO recommended in 2009 that countries introduce a second dose of the measles-containing vaccine (MCV2) into the national immunization schedules after they achieved 80% MCV1 uptake for 3 consecutive years. However, in 2017, the WHO revised this and recommended the introduction of MCV2 into national immunization schedules regardless of the level of uptake of MCV1 [<xref ref-type="bibr" rid="ref13">13</xref>,<xref ref-type="bibr" rid="ref14">14</xref>]. In response, Ethiopia introduced the MCV2 in February 2019 [<xref ref-type="bibr" rid="ref15">15</xref>].</p>
        <p>To maximize the effectiveness of vaccination, WHO guidelines stipulate that, in regions where the risk of measles mortality among infants is high, the MCV1 should be administered at 9 months of age followed by the MCV2 at the ages of 15 to 18 months. In lower-risk countries, the MCV1 may be administered at 12 months, with MCV2 timing adjusted to achieve the highest uptake by children [<xref ref-type="bibr" rid="ref13">13</xref>]. Given the high risk of measles mortality in Ethiopia, both doses are administered at 9 and 15 months, respectively [<xref ref-type="bibr" rid="ref16">16</xref>-<xref ref-type="bibr" rid="ref18">18</xref>].</p>
        <p>Even with national efforts and strategic frameworks adopted by the Ethiopian government as part of measles elimination efforts by 2030—strengthening routine immunization services, supplementary immunization activities, and surveillance—there remains a profound burden of measles in Ethiopia. Recent data clearly show an alarming reality that underscores gaps left behind in immunization coverage [<xref ref-type="bibr" rid="ref19">19</xref>]. The United Nations Children’s Fund and Centers for Disease Control and Prevention reports place Ethiopia consistently among those countries that have a large number of unvaccinated children [<xref ref-type="bibr" rid="ref20">20</xref>,<xref ref-type="bibr" rid="ref21">21</xref>]. Furthermore, it has always been among the topmost countries reporting measles cases, with both periodic and significant outbreaks across its regions [<xref ref-type="bibr" rid="ref21">21</xref>].</p>
        <p>Recent studies on measles epidemics in Ethiopia have described the entire picture of systemic and operational factors that contribute such challenges. A detailed review of outbreak investigations carried out in 2024 highlighted critical issues such as staff absenteeism, vaccines being out of stock at different levels of the supply chain, and shortage of operational funding leading to high dropout rates in vaccination and compromised service delivery [<xref ref-type="bibr" rid="ref22">22</xref>]. Studies carried out in 2023 and 2024 further detailed such barriers from a qualitative perspective by introducing community-based factors—rural residence; low educational level of mothers among their sociodemographic characteristics; perceived safety of vaccines; inadequate health facilities within accessible distance; and inadequate community mobilization that impedes attainment of adequate coverage, particularly for the second dose [<xref ref-type="bibr" rid="ref23">23</xref>,<xref ref-type="bibr" rid="ref24">24</xref>]. Consequently, MCV2 uptake in Ethiopia persistently remains below both national targets and the critical 95% threshold necessary for achieving population-level herd immunity, contributing directly to the ongoing susceptibility of communities and the perpetuation of the disease [<xref ref-type="bibr" rid="ref18">18</xref>,<xref ref-type="bibr" rid="ref25">25</xref>]. Therefore, addressing this <italic>last mile</italic> gap in MCV2 coverage is identified as an urgent public health priority.</p>
      </sec>
      <sec>
        <title>Objectives</title>
        <p>Even though individual studies have looked at different aspects of vaccine acceptance and uptake across various regions of Ethiopia, there is still a lack of clear, comprehensive, and quantitative insights into the specific factors influencing MCV2 uptake at the national level. This systematic review and meta-analysis aimed to bring together all available data from Ethiopia on MCV2 uptake and its key determinants. By thoroughly synthesizing the existing evidence, we aimed to deepen the understanding of this pressing public health issue and support the development of more effective, evidence-based strategies to protect the health of Ethiopian children—and, ultimately, help achieve global and national measles elimination goals.</p>
      </sec>
    </sec>
    <sec sec-type="methods">
      <title>Methods</title>
      <sec>
        <title>Study Design and Reporting</title>
        <p>This systematic review and meta-analysis aimed to provide an estimate of the overall MCV2 uptake and determinants among children aged &lt;5 years in Ethiopia. This review used the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines. In addition, this review has been registered with PROSPERO with protocol CRD42024619031.</p>
      </sec>
      <sec>
        <title>Inclusion and Exclusion Criteria</title>
        <p>The inclusion and exclusion criteria for this review can be found in <xref ref-type="boxed-text" rid="box1">Textbox 1</xref>.</p>
        <boxed-text id="box1" position="float">
          <title>Inclusion and exclusion criteria for the systematic review and meta-analysis on the uptake of the second dose of the measles vaccine and its determinants among children aged &lt;5 years in Ethiopia (criteria defined for study selection and rationale; 2025).</title>
          <p>
            <bold>Inclusion criteria</bold>
          </p>
          <list list-type="bullet">
            <list-item>
              <p>Setting: research conducted only in Ethiopia</p>
            </list-item>
            <list-item>
              <p>Population: studies involving children</p>
            </list-item>
            <list-item>
              <p>Language: published in English</p>
            </list-item>
            <list-item>
              <p>Study design: observational studies (longitudinal, cohort, cross-sectional, or case-control)</p>
            </list-item>
            <list-item>
              <p>Outcome variables: clearly defined outcome variables</p>
            </list-item>
            <list-item>
              <p>Quality: studies of sufficient quality</p>
            </list-item>
            <list-item>
              <p>Access: accessible through electronic resources</p>
            </list-item>
          </list>
          <p>
            <bold>Exclusion criteria</bold>
          </p>
          <list list-type="bullet">
            <list-item>
              <p>Setting: studies conducted outside of Ethiopia</p>
            </list-item>
            <list-item>
              <p>Population: studies focusing on adults or other populations</p>
            </list-item>
            <list-item>
              <p>Language: published in languages other than English</p>
            </list-item>
            <list-item>
              <p>Study design: experimental studies or reviews</p>
            </list-item>
            <list-item>
              <p>Outcome variables: undefined or unclear outcome variables</p>
            </list-item>
            <list-item>
              <p>Quality: low-quality studies</p>
            </list-item>
            <list-item>
              <p>Access: studies for which necessary information could not be obtained due to unavailability of the full text</p>
            </list-item>
          </list>
        </boxed-text>
      </sec>
      <sec>
        <title>Search Strategy and Source of Information</title>
        <p>The search strategy was built using an adapted population, exposure, outcomes, study design, and setting framework to generate the MeSH (Medical Subject Headings) terms necessary to search for appropriate studies in the databases as follows:</p>
        <list list-type="order">
          <list-item>
            <p>Population: “children” and “pediatrics population”</p>
          </list-item>
          <list-item>
            <p>Exposure: “second-dose measles vaccine” and “second-dose measles-containing vaccine”</p>
          </list-item>
          <list-item>
            <p>Outcome: “uptake,” “utilization,” “coverage,” “associated factors,” “predictors,” “barriers,” or “determinants”</p>
          </list-item>
          <list-item>
            <p>Study design: “observational studies”</p>
          </list-item>
          <list-item>
            <p>Setting (context): “Ethiopia”</p>
          </list-item>
        </list>
        <p>For a systematic review with primary studies as part of these studies, review questions focused on Ethiopia based on the aforementioned format were as follows: (1) what is the aggregate uptake of MCV2 among children aged &lt;5 years in Ethiopia? (2) What associated factor explains the uptake of the MCV2 among children in Ethiopia?</p>
        <p>A systematic search was conducted in various electronic databases: PubMed Central, Cochrane Library, Web of Science, Scopus, MEDLINE, Embase, and Google Scholar. The search used specific free-text terms and Boolean operator strings to locate studies pertinent to the aforementioned questions: (“Second-dose measles vaccine” OR “Second-doses measles-containing vaccine” OR “two-doses of measles vaccine” OR “measles vaccination”) AND (“children” OR “pediatrics”) AND (“uptake” OR “utilization” OR “coverage” OR “acceptance” OR “adherence”) AND (“associated factors” OR “predictors” OR “barriers” OR “determinants” OR “influencers” OR “challenges”) AND (“Ethiopia” OR “Ethiopian context” OR “Ethiopian children”). After retrieving accessible articles, all the results were sorted, and duplicates were removed.</p>
      </sec>
      <sec>
        <title>Study Selection and Quality Assessment</title>
        <p>Two investigators, TEH and TAK, conducted a preliminary screening of studies by reviewing titles and abstracts to identify potentially relevant research before retrieving the full texts. If additional clarification was required to determine eligibility, they reached out to the corresponding author (MAA). Any disagreements between the investigators were resolved through discussion to achieve a consensus on inclusion or exclusion. All retrieved articles were imported into EndNote (version 20; Clarivate Analytics), where duplicate entries were eliminated. Next, the researchers reviewed the articles independently based on their structures and purposes, searching titles, abstracts, and full texts for studies that met the predetermined inclusion criteria. The articles for this review were selected and analyzed jointly by both reviewers.</p>
        <p>To ensure the quality of each study, the adapted Newcastle-Ottawa Scale was used, which was reviewed by 3 independent assessors. The assessors undertook an inclusive review of all articles that met the inclusion criteria and study purpose. Differences between the reviewers were resolved through consensus, and a fourth reviewer was involved in adjudication as necessary.</p>
        <p>The criteria for the assessment addressed a series of key areas: representativeness of the sample, adequacy of the sample size, response rates, respondent and nonrespondent characteristics, quality of the intended measurement tools for exposure or risk factors, comparability of outcome groups based on study design, controlling for major confounding variables, and measurement of outcome and use of appropriate statistical tests. Each of the studies was scored out of 10 points, with scores of &gt;7 indicating low risk of bias for inclusion. All studies included in the analysis had a low risk of bias, with scores ranging from 9 to 10 (the full Newcastle-Ottawa Scale results can be found in Table S1 in <xref ref-type="supplementary-material" rid="app1">Multimedia Appendix 1</xref> [<xref ref-type="bibr" rid="ref26">26</xref>-<xref ref-type="bibr" rid="ref36">36</xref>]).</p>
      </sec>
      <sec>
        <title>Data Extraction</title>
        <p>The data extraction form was developed using a Microsoft Excel spreadsheet. Two independent reviewers (MAA and ABZ) systematically extracted data from the full-text articles. The data extraction form included key variables such as the first author’s name, year of publication, study region, study design, sample size, age of the participants, sample distribution by sex, uptake or coverage, and the number of children vaccinated with MCV2.</p>
        <p>For each primary outcome, the uptake of MCV2 was recorded, whereas adjusted odds ratios (AORs) for each associated factor (secondary outcome) were also noted along with 95% CIs. Any discrepancies between the data extractors were addressed through discussion and consensus with another author.</p>
      </sec>
      <sec>
        <title>Statistical Analysis</title>
        <p>After extracting the data, a meta-analysis was conducted using Stata (version 17; StataCorp). Uptake estimates were calculated along with their corresponding SEs using the formulas <italic>p</italic> = <italic>r</italic>/<italic>n</italic> and SE = √<italic>p</italic>(1 − <italic>p</italic>)/<italic>n</italic>, where <italic>p</italic> represents the proportion, <italic>r</italic> is the total number of children vaccinated with MCV2, and <italic>n</italic> is the sample size. The results of the meta-analysis are presented as the pooled uptake of MCV2 accompanied by 95% CIs. A significance threshold was established at <italic>P</italic> values of &lt;.05.</p>
        <p>To investigate the factors influencing the uptake of MCV2, Stata (version 17) was used. A random-effects model was applied as heterogeneity between studies was high, as confirmed through an <italic>I</italic><sup>2</sup> statistic of &gt;75% and a <italic>P</italic> value of &lt;.05. The <italic>I</italic><sup>2</sup> index and Cochran <italic>Q</italic> test were used for testing heterogeneity. The <italic>I</italic><sup>2</sup> statistic ranges from 0% to 100%, with 0% indicating no heterogeneity and 100% indicating high heterogeneity.</p>
        <p>The effect of individual studies on the overall prevalence estimate was tested using sensitivity analysis. Publication bias was also tested using funnel plots for symmetry assessment, as well as the Egger test and nonparametric trim-and-fill tests. Although both these tests were used, the Egger test is commonly deemed superior for detecting publication bias because it provides actual effect sizes along with their accuracy. Contrary to this, the funnel plot is a less objective measure of potential asymmetry and may hint at publication bias.</p>
      </sec>
    </sec>
    <sec sec-type="results">
      <title>Results</title>
      <sec>
        <title>Literature Search</title>
        <p>This systematic review and meta-analysis followed the PRISMA guidelines (<xref ref-type="supplementary-material" rid="app2">Multimedia Appendix 2</xref>). A comprehensive search of PubMed Central, Cochrane Library, Web of Science, Scopus, MEDLINE, and Embase initially yielded 118 articles addressing MCV2 uptake and its predictors among Ethiopian children. Of these 118 articles, after removing 22 (18.6%) duplicate records, 96 (81.4%) underwent title and abstract screening. Of these 96 articles, 63 (66%) were excluded for the following reasons: ineligible population (n=18, 29%), ineligible study design (n=23, 37%), nonoriginal research (n=13, 21%), or irrelevance to the research focus (n=9, 14%). The remaining 33 full-text articles were assessed for retrieval, with 2 (6%) records unavailable. Of the 31 articles evaluated in full text, 19 (61%) were excluded due to non-operationalized measurement scales (n=8, 42%), unstated proportions (n=7, 37%), or unreported outcomes of interest (n=4, 21%). Ultimately, 12 studies met all the inclusion criteria and were included in the final analysis (<xref rid="figure1" ref-type="fig">Figure 1</xref>).</p>
        <fig id="figure1" position="float">
          <label>Figure 1</label>
          <caption>
            <p>Identification of studies via databases and registers.</p>
          </caption>
          <graphic xlink:href="publichealth_v11i1e77195_fig1.png" alt-version="no" mimetype="image" position="float" xlink:type="simple"/>
        </fig>
      </sec>
      <sec>
        <title>Study Characteristics</title>
        <p>The total review comprised 12 studies on 7847 children from all regions of the country. Specifically, the proportion of studies by region was 50% (6/12) of the studies conducted in Amhara, 25% (3/12) in Oromia, 8% (1/12) in Somalia, and 17% (2/12) from all regions. A total of 92% (11/12) of the studies were cross-sectional, and 8% (1/12) were case-control studies. All studies (12/12, 100%) were conducted during the period from 2019 to 2023. The average number of participants per study was 654 (SD 254; range 372-1172). Almost half (49%) of the participants were female (<xref ref-type="table" rid="table1">Table 1</xref>).</p>
        <table-wrap position="float" id="table1">
          <label>Table 1</label>
          <caption>
            <p>Descriptive summary of the studies analyzed in the meta-analysis on measles vaccine second dose uptake and its determinants among children aged &lt;5 years in Ethiopia (including authors, study design, participant ages, sample size, locations, and key findings).</p>
          </caption>
          <table width="1000" cellpadding="5" cellspacing="0" border="1" rules="groups" frame="hsides">
            <col width="110"/>
            <col width="100"/>
            <col width="90"/>
            <col width="80"/>
            <col width="110"/>
            <col width="80"/>
            <col width="120"/>
            <col width="120"/>
            <col width="110"/>
            <col width="80"/>
            <thead>
              <tr valign="top">
                <td>Study</td>
                <td>Year conducted</td>
                <td>Region</td>
                <td>Design</td>
                <td>Participant age (y)</td>
                <td>Sample size, n</td>
                <td>Male participants, n</td>
                <td>Female participants, n</td>
                <td>Prevalence, %</td>
                <td>Outcome</td>
              </tr>
            </thead>
            <tbody>
              <tr valign="top">
                <td>Taffie et al [<xref ref-type="bibr" rid="ref26">26</xref>]</td>
                <td>2022</td>
                <td>Amhara</td>
                <td>CS<sup>a</sup></td>
                <td>24-35</td>
                <td>418</td>
                <td>192</td>
                <td>226</td>
                <td>41.39</td>
                <td>173</td>
              </tr>
              <tr valign="top">
                <td>Tadesse et al [<xref ref-type="bibr" rid="ref27">27</xref>]</td>
                <td>2022</td>
                <td>Oromia</td>
                <td>CS</td>
                <td>15-36</td>
                <td>372</td>
                <td>—<sup>b</sup></td>
                <td>—</td>
                <td>42.5</td>
                <td>158</td>
              </tr>
              <tr valign="top">
                <td>Adisu et al [<xref ref-type="bibr" rid="ref28">28</xref>]</td>
                <td>2023</td>
                <td>Amhara</td>
                <td>CS</td>
                <td>24-36</td>
                <td>621</td>
                <td>319</td>
                <td>302</td>
                <td>75.68</td>
                <td>470</td>
              </tr>
              <tr valign="top">
                <td>Demewoz et al [<xref ref-type="bibr" rid="ref29">29</xref>]</td>
                <td>2020</td>
                <td>Amhara</td>
                <td>CS</td>
                <td>24-35</td>
                <td>837</td>
                <td>406</td>
                <td>431</td>
                <td>48.1</td>
                <td>403</td>
              </tr>
              <tr valign="top">
                <td>Woyessa et al [<xref ref-type="bibr" rid="ref23">23</xref>]</td>
                <td>2021</td>
                <td>Oromia</td>
                <td>CS</td>
                <td>24-35</td>
                <td>1172</td>
                <td>558</td>
                <td>613</td>
                <td>48</td>
                <td>563</td>
              </tr>
              <tr valign="top">
                <td>Goshu Muluneh et al [<xref ref-type="bibr" rid="ref30">30</xref>]</td>
                <td>2019</td>
                <td>All regions</td>
                <td>CS</td>
                <td>12-36</td>
                <td>965</td>
                <td>545</td>
                <td>420</td>
                <td>12.36</td>
                <td>119</td>
              </tr>
              <tr valign="top">
                <td>Ibrahim et al [<xref ref-type="bibr" rid="ref31">31</xref>]</td>
                <td>2023</td>
                <td>Somalia</td>
                <td>CS</td>
                <td>15-36</td>
                <td>429</td>
                <td>215</td>
                <td>214</td>
                <td>21.4</td>
                <td>92</td>
              </tr>
              <tr valign="top">
                <td>Nurgi et al [<xref ref-type="bibr" rid="ref32">32</xref>]</td>
                <td>2023</td>
                <td>Oromia</td>
                <td>CC<sup>c</sup></td>
                <td>18-24</td>
                <td>446</td>
                <td>—</td>
                <td>—</td>
                <td>75.3</td>
                <td>336</td>
              </tr>
              <tr valign="top">
                <td>Teshale and Amare [<xref ref-type="bibr" rid="ref33">33</xref>]</td>
                <td>2019</td>
                <td>All regions</td>
                <td>CS</td>
                <td>24-35</td>
                <td>800</td>
                <td>424</td>
                <td>376</td>
                <td>9.84</td>
                <td>79</td>
              </tr>
              <tr valign="top">
                <td>Zeleke et al [<xref ref-type="bibr" rid="ref34">34</xref>]</td>
                <td>2022</td>
                <td>Amhara</td>
                <td>CS</td>
                <td>15-23</td>
                <td>633</td>
                <td>332</td>
                <td>301</td>
                <td>53.08</td>
                <td>336</td>
              </tr>
              <tr valign="top">
                <td>Mulatu et al [<xref ref-type="bibr" rid="ref35">35</xref>]</td>
                <td>2022</td>
                <td>Amhara</td>
                <td>CS</td>
                <td>24-35</td>
                <td>732</td>
                <td>390</td>
                <td>342</td>
                <td>63.3</td>
                <td>463</td>
              </tr>
              <tr valign="top">
                <td>Asichalew [<xref ref-type="bibr" rid="ref36">36</xref>]</td>
                <td>2021</td>
                <td>Amhara</td>
                <td>CS</td>
                <td>24-35</td>
                <td>422</td>
                <td>199</td>
                <td>223</td>
                <td>53</td>
                <td>224</td>
              </tr>
            </tbody>
          </table>
          <table-wrap-foot>
            <fn id="table1fn1">
              <p><sup>a</sup>CS: cross-sectional.</p>
            </fn>
            <fn id="table1fn2">
              <p><sup>b</sup>Not available.</p>
            </fn>
            <fn id="table1fn3">
              <p><sup>c</sup>CC: case-control.</p>
            </fn>
          </table-wrap-foot>
        </table-wrap>
      </sec>
      <sec>
        <title>Publication Bias</title>
        <p>The publication bias was estimated through funnel plot analysis and the Egger regression test. The funnel plot revealed an asymmetrical shape, intuitively suggesting the presence of publication bias (<xref rid="figure2" ref-type="fig">Figure 2</xref>). The Egger regression test also yielded a <italic>P</italic> value of .001, indicating statistical evidence of publication bias. This agreement between subjective and objective analysis strengthens the likelihood of bias in the published studies.</p>
        <fig id="figure2" position="float">
          <label>Figure 2</label>
          <caption>
            <p>Funnel plot illustrating publication bias for second-dose measles vaccine uptake among children younger than 5 years in Ethiopia (analysis conducted in 2025), reflecting study distribution and variability.</p>
          </caption>
          <graphic xlink:href="publichealth_v11i1e77195_fig2.png" alt-version="no" mimetype="image" position="float" xlink:type="simple"/>
        </fig>
        <p>To explain the potential issue of publication bias indicated by the asymmetrical funnel plot, a nonparametric trim-and-fill analysis was conducted to calculate the overall effect. The trim-and-fill analysis flagged 18 studies and imputed 6 studies to calculate the potential bias. The observed effect size was 34.4 (95% CI 18.8-49.9). Following imputation of the studies, the effect size was 20.6 and was well within the CI of the observed effect. This means that the imputed studies had zero or negligible contribution to the overall effect size. The trim-and-fill analysis was used to include any missing studies due to publication bias and provide a better estimate of the true effect size. The tiny difference between the observed and adjusted effect sizes informed us that publication bias was likely not a significant problem in this dataset.</p>
      </sec>
      <sec>
        <title>Pooled Uptake of MCV2 Among Children in Ethiopia</title>
        <p>The pooled uptake of MCV2 among children in Ethiopia was 34.4% (95% CI 18.8%-49.9%), and there was low heterogeneity between the studies (<italic>P</italic>=.32; τ<sup>2</sup>=0.02; <italic>I</italic><sup>2</sup>=29.9%; <italic>H</italic>=1.41; <xref rid="figure3" ref-type="fig">Figure 3</xref> [<xref ref-type="bibr" rid="ref26">26</xref>-<xref ref-type="bibr" rid="ref36">36</xref>]).</p>
        <fig id="figure3" position="float">
          <label>Figure 3</label>
          <caption>
            <p>Forest plot depicting the pooled uptake of second-dose measles vaccine among children younger than 5 years in Ethiopia.</p>
          </caption>
          <graphic xlink:href="publichealth_v11i1e77195_fig3.png" alt-version="no" mimetype="image" position="float" xlink:type="simple"/>
        </fig>
      </sec>
      <sec>
        <title>Sensitivity Analysis</title>
        <p>Sensitivity analysis was conducted to evaluate the influence of outlying or potentially influential studies on the overall uptake estimate of the MCV2 among children. Through a random-effects model, the results of this analysis showed that there were no influential studies or outliers detected because all the point estimates fell within the limits of the 95% CI. This finding indicates that the overall estimate of uptake was robust and not determined to a large degree by a single study, thus providing additional strength for the validity of the pooled results. The full sensitivity analysis results are presented in <xref rid="figure4" ref-type="fig">Figure 4</xref> [<xref ref-type="bibr" rid="ref26">26</xref>-<xref ref-type="bibr" rid="ref36">36</xref>].</p>
        <fig id="figure4" position="float">
          <label>Figure 4</label>
          <caption>
            <p>Results of the sensitivity analysis on the uptake of second-dose measles vaccine among under-five children in Ethiopia.</p>
          </caption>
          <graphic xlink:href="publichealth_v11i1e77195_fig4.png" alt-version="no" mimetype="image" position="float" xlink:type="simple"/>
        </fig>
      </sec>
      <sec>
        <title>Factors Associated With the Uptake of MCV2 in Ethiopia</title>
        <p>The pooled odds ratio for mothers with the highest educational attainment as indicated in the studies was 3.31 times greater for vaccinating their children with MCV2 than for mothers with low or no education (AOR 3.31, 95% CI 1.32-5.30). Moreover, mothers who attended antenatal care (ANC) follow-ups were over twice as likely to vaccinate their children with MCV2 compared to those who did not attend ANC follow-ups (AOR 2.02, 95% CI 1.12-2.92). Similarly, mothers who used postnatal care (PNC) services were 3 times more likely to vaccinate their children with MCV2 than mothers who did not use PNC services (AOR 3.03, 95% CI 1.77-4.28).</p>
        <p>In addition, mothers who had a waiting time of &lt;30 minutes at vaccination centers were 2.5 times more likely to vaccinate their children than those with waiting times of &gt;30 minutes (AOR 2.56, 95% CI 1.98-3.13). Moreover, mothers who were highly aware of measles vaccination were twice as likely to vaccinate their children with the second dose as mothers who were lowly aware (AOR 2.17, 95% CI 1.59-2.74). Similarly, the odds of being vaccinated with the MCV2 were 3.5 times higher (AOR 3.58, 95% CI 1.97-6.30) among children of mothers who had a positive perception of the measles vaccination compared to those of mothers with a poor perception (<xref ref-type="table" rid="table2">Table 2</xref>).</p>
        <table-wrap position="float" id="table2">
          <label>Table 2</label>
          <caption>
            <p>Pooled estimates of determinants affecting the uptake of the second dose of the measles vaccine among children aged &lt;5 years in Ethiopia (analyzed in 2025).</p>
          </caption>
          <table border="1" rules="groups" cellpadding="5" frame="hsides" width="1000" cellspacing="0">
            <col width="300"/>
            <col width="250"/>
            <col width="100"/>
            <col width="200"/>
            <col width="150"/>
            <thead>
              <tr valign="top">
                <td>Associated factors</td>
                <td>Pooled effect size (95% CI)</td>
                <td><italic>I</italic><sup>2</sup> (%)</td>
                <td>Egger test <italic>P</italic> value</td>
                <td>Studies pooled</td>
              </tr>
            </thead>
            <tbody>
              <tr valign="top">
                <td>Mothers who attained the highest level of education</td>
                <td>3.31 (1.32-5.30)</td>
                <td>0</td>
                <td>—<sup>a</sup></td>
                <td>[<xref ref-type="bibr" rid="ref23">23</xref>,<xref ref-type="bibr" rid="ref31">31</xref>]</td>
              </tr>
              <tr valign="top">
                <td>Mothers who attended ANC<sup>b</sup> service follow-up</td>
                <td>2.02 (1.12-2.92)</td>
                <td>0</td>
                <td>.40</td>
                <td>[<xref ref-type="bibr" rid="ref28">28</xref>,<xref ref-type="bibr" rid="ref34">34</xref>]</td>
              </tr>
              <tr valign="top">
                <td>Mothers who attended PNC<sup>c</sup> service follow-up</td>
                <td>3.03 (1.77-4.28)</td>
                <td>18.64</td>
                <td>.19</td>
                <td>[<xref ref-type="bibr" rid="ref26">26</xref>,<xref ref-type="bibr" rid="ref28">28</xref>,<xref ref-type="bibr" rid="ref31">31</xref>,<xref ref-type="bibr" rid="ref32">32</xref>]</td>
              </tr>
              <tr valign="top">
                <td>Waiting time of &lt;30 min at the vaccination site</td>
                <td>2.56 (1.98-3.13)</td>
                <td>0</td>
                <td>.62</td>
                <td>[<xref ref-type="bibr" rid="ref27">27</xref>,<xref ref-type="bibr" rid="ref34">34</xref>]</td>
              </tr>
              <tr valign="top">
                <td>Mothers who had good awareness</td>
                <td>2.17 (1.59-2.74)</td>
                <td>0</td>
                <td>.01</td>
                <td>[<xref ref-type="bibr" rid="ref26">26</xref>-<xref ref-type="bibr" rid="ref29">29</xref>,<xref ref-type="bibr" rid="ref31">31</xref>]</td>
              </tr>
              <tr valign="top">
                <td>Mothers who had a positive perception</td>
                <td>4.30 (2.63-5.97)</td>
                <td>0</td>
                <td>.35</td>
                <td>[<xref ref-type="bibr" rid="ref28">28</xref>,<xref ref-type="bibr" rid="ref29">29</xref>]</td>
              </tr>
            </tbody>
          </table>
          <table-wrap-foot>
            <fn id="table2fn1">
              <p><sup>a</sup>Not available.</p>
            </fn>
            <fn id="table2fn2">
              <p><sup>b</sup>ANC: antenatal care.</p>
            </fn>
            <fn id="table2fn3">
              <p><sup>c</sup>PNC: postnatal care.</p>
            </fn>
          </table-wrap-foot>
        </table-wrap>
      </sec>
    </sec>
    <sec sec-type="discussion">
      <title>Discussion</title>
      <sec>
        <title>Principal Findings</title>
        <p>Pooled uptake of MCV2 among children aged &lt;5 years in Ethiopia was 34.4% (95% CI 18.8%-49.9%). This result is in line with the statistics from Nigeria, Madagascar, and Afghanistan, where low uptake rates have been documented [<xref ref-type="bibr" rid="ref37">37</xref>-<xref ref-type="bibr" rid="ref39">39</xref>]. However, this figure is significantly lower than the WHO target of 95% for MCV2 uptake, as well as the national immunization targets set by Ethiopia and other countries [<xref ref-type="bibr" rid="ref38">38</xref>,<xref ref-type="bibr" rid="ref40">40</xref>-<xref ref-type="bibr" rid="ref42">42</xref>]. A WHO report showed that there are countries even below this level of uptake, such as the Democratic Republic of the Congo, Uganda, and Angola [<xref ref-type="bibr" rid="ref38">38</xref>], which poses a substantial risk to public health in these regions. Several factors contribute to the low vaccination rates in Ethiopia. Ongoing strife and instability in certain regions have significantly hampered health care provision and access to vaccine services. Internal displacement and conflict have led to destruction of health infrastructure, which is making it increasingly difficult for families to access core immunization services. In addition, socioeconomic obstacles for several families, such as illiteracy and poverty, further compound the problem, leading to poor awareness and prioritization of vaccination. The consequences of the very low uptake are extensive. A high level of vaccination uptake should be reached if measles epidemics are to be avoided and herd immunity is to be achieved. All this emphasizes once more the imperative of urgent specific interventions aimed at improving vaccine uptake. Some likely options include increasing public awareness regarding the importance of the second dose, enhanced health service access, and targeting obstacles keeping families from vaccinating their children. Without significant improvements in these areas, the goal of measles elimination in Ethiopia and similar contexts will remain unattainable.</p>
        <p>The pooled odds ratio indicated that mothers with the highest educational attainment were 3.31 times more likely to vaccinate their children with MCV2 compared to mothers with low or no education. Similar observations have been recorded in other sub-Saharan countries [<xref ref-type="bibr" rid="ref41">41</xref>,<xref ref-type="bibr" rid="ref43">43</xref>]. This is because those mothers who are better educated to some level will understand the benefit of vaccination, appreciate the hazard of vaccine-preventable diseases, and be in a position to avail their children care. This underscores the value of targeted educational interventions to increase awareness and knowledge of the importance of immunization, particularly among more poorly educated communities. Through investment in education, public health interventions will be able to improve levels of vaccination uptake and, ultimately, child health outcomes among high-risk groups.</p>
        <p>The findings indicate that maternal attendance to ANC and PNC services significantly influences whether children are immunized with MCV2. Specifically, mothers who attended ANC follow-ups had twice the chances of vaccinating their children compared to those who did not attend ANC follow-ups. Similarly, mothers using PNC services were 3 times more likely to vaccinate their children with MCV2 than those who did not receive PNC services. Similar results have been reported in sub-Saharan African and South Asian countries [<xref ref-type="bibr" rid="ref41">41</xref>,<xref ref-type="bibr" rid="ref44">44</xref>]. This is because women attending ANC and PNC are most likely to know more about health habits, including the significance of vaccinations. During these visits to health care facilities, there are opportunities for health care workers to inform mothers of the advantages of vaccination, clarify queries, and provide support for appropriate timing of vaccination. All these findings demonstrate the importance of maternal health care uptake in the initiation of immunization.</p>
        <p>The combined outcome revealed that mothers who waited for &lt;30 minutes at the vaccine center were 2.5 times more likely to vaccinate their children compared to those waiting for &gt;30 minutes. This is consistent with findings reported in other studies [<xref ref-type="bibr" rid="ref45">45</xref>]. This is because shorter waiting times enhance perceived convenience in attending vaccination sessions. When mothers enjoy a smooth experience, they tend to perceive vaccination as possible and, hence, have a high compliance. In contrast, longer waiting times provide opportunities for mothers to become exhausted and stressed, especially with respect to children, who are most likely to become restless. Reduced waiting times create a smoother experience, allowing mothers to proceed with vaccinations easily. Apart from this, time is a valuable resource for most families, with women typically having a work schedule as well as caring duties. Thus, it is preferable to minimize waits to counter the opportunity cost of attending vaccinations. This provides evidence of the significant impacts of waiting times on acceptance of vaccinations, suggesting the role of the efficiency of the vaccination process in shaping immunization uptake.</p>
        <p>The combined findings indicate that maternal perception and awareness of measles vaccination exert a significant influence on children vaccination uptake. Mothers with high awareness of measles vaccination were more than twice as likely to vaccinate their children with the second dose compared with mothers with low awareness. In addition, the odds of vaccinating children with the second dose were 3.5 times higher among mothers with a positive perception of measles vaccination. This outcome is consistent with those of a study conducted in sub-Saharan Africa [<xref ref-type="bibr" rid="ref43">43</xref>,<xref ref-type="bibr" rid="ref46">46</xref>]. This is because educated mothers who comprehend the value and advantages of measles vaccination are most likely to place greater emphasis on immunization among their children. Effective awareness helps in clearing misconceptions and myths that could lead to vaccine hesitation [<xref ref-type="bibr" rid="ref46">46</xref>,<xref ref-type="bibr" rid="ref47">47</xref>]. Moreover, when mothers believe in the efficacy and safety of vaccines, they are more likely to adhere to immunization schedules. Such beliefs may be based on personal experience, social norms, or successful health promotion. These findings highlight the exceptional significance of enhancing maternal attitudes and perceptions regarding measles vaccination. Vaccine benefit knowledge can significantly boost rates of vaccination among children. Public health interventions should be grounded in educational activities and community mobilization to establish an enabling environment for immunization.</p>
        <p>This study has several limitations that warrant acknowledgment. First, the small sample size and cross-sectional design restrict both statistical power and the ability to infer causality or temporal relationships concerning vaccine acceptance. A significant limitation stems from the potential publication bias observed among the included studies (Egger test: <italic>P</italic>=.001), which, despite mitigation efforts such as trim-and-fill analysis, could still influence the pooled estimates. This is compounded by the reliance on self-reported data within many of the included studies, introducing potential social desirability and recall biases, particularly for subjective measures such as awareness. Furthermore, there was a notable geographical imbalance, with a disproportionate number of included studies originating from the Amhara region and underrepresentation of other diverse Ethiopian contexts. This limits the generalizability of our findings across the nation’s varied cultural and health care landscapes. Finally, the analysis did not fully account for the impact of temporal factors and policy changes, especially given the introduction of MCV2 in Ethiopia in 2019 and the varying time frames of the included studies. Important covariates such as cultural beliefs; accessibility challenges (eg, rural vs urban disparities); and conflict-related disruptions, which are known to influence vaccination rates in Ethiopia, were also not explicitly explored. Future research should aim to address these gaps to provide a more comprehensive understanding of vaccine uptake determinants.</p>
      </sec>
      <sec>
        <title>Conclusions and Recommendations</title>
        <p>The pooled MCV2 uptake among Ethiopian children aged &lt;5 years was 34%, which is far below the national target of 95%. The level of education of mothers, use of ANC and PNC services, waiting time at vaccination sites, and mothers’ awareness and perceptions of measles vaccination were statistically significant predictors of uptake of MCV2. To increase the uptake of MCV2 in Ethiopia, it is necessary to target interventions. Interventions should target the strengthening of community-based educational programs, mobile clinics for remote areas, enhanced access to ANC and PNC services, reduction of waiting times at the point of vaccine delivery, and raising awareness about the benefits of measles vaccination. These multistakeholder initiatives are crucial in achieving the national immunization objective.</p>
      </sec>
    </sec>
  </body>
  <back>
    <app-group>
      <supplementary-material id="app1">
        <label>Multimedia Appendix 1</label>
        <p>Newcastle-Ottawa Scale scores for included studies.</p>
        <media xlink:href="publichealth_v11i1e77195_app1.pdf" xlink:title="PDF File  (Adobe PDF File), 214 KB"/>
      </supplementary-material>
      <supplementary-material id="app2">
        <label>Multimedia Appendix 2</label>
        <p>PRISMA 2020 Checklist.</p>
        <media xlink:href="publichealth_v11i1e77195_app2.docx" xlink:title="DOCX File , 36 KB"/>
      </supplementary-material>
    </app-group>
    <glossary>
      <title>Abbreviations</title>
      <def-list>
        <def-item>
          <term id="abb1">ANC</term>
          <def>
            <p>antenatal care</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb2">AOR</term>
          <def>
            <p>adjusted odds ratio</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb3">MCV1</term>
          <def>
            <p>first dose of the measles-containing vaccine</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb4">MCV2</term>
          <def>
            <p>second dose of the measles-containing vaccine</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb5">MeSH</term>
          <def>
            <p>Medical Subject Headings</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb6">PNC</term>
          <def>
            <p>postnatal care</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb7">PRISMA</term>
          <def>
            <p>Preferred Reporting Items for Systematic Reviews and Meta-Analyses</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb8">WHO</term>
          <def>
            <p>World Health Organization</p>
          </def>
        </def-item>
      </def-list>
    </glossary>
    <ack>
      <p>The authors acknowledge the authors of the included studies for their original contributions.</p>
      <p>All authors declared that they had insufficient funding to support open access publication of this manuscript, including from affiliated organizations or institutions, funding agencies, or other organizations. JMIR Publications provided article processing fee (APF) support for the publication of this article.</p>
    </ack>
    <notes>
      <sec>
        <title>Data Availability</title>
        <p>The datasets generated or analyzed during this study are available from the corresponding author (MAA) on reasonable request.</p>
      </sec>
    </notes>
    <fn-group>
      <fn fn-type="con">
        <p>MAA contributed to conceptualization, data curation, formal analysis, methodology, software, visualization, writing—original draft, and writing—review and editing. TEH contributed to data curation, formal analysis, methodology, writing—original draft, and writing—review and editing. TAK contributed to formal analysis, methodology, writing—original draft, and writing—review and editing. ABZ contributed to conceptualization, formal analysis, methodology, writing—original draft, and writing—review and editing.</p>
      </fn>
      <fn fn-type="conflict">
        <p>None declared.</p>
      </fn>
    </fn-group>
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