<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.2 20190208//EN" "http://jats.nlm.nih.gov/publishing/1.2/JATS-journalpublishing1.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article" dtd-version="1.2" xml:lang="en">
    <front>
        <journal-meta>
            <journal-id journal-id-type="pmc">F1000Research</journal-id>
            <journal-title-group>
                <journal-title>F1000Research</journal-title>
            </journal-title-group>
            <issn pub-type="epub">2046-1402</issn>
            <publisher>
                <publisher-name>F1000 Research Limited</publisher-name>
                <publisher-loc>London, UK</publisher-loc>
            </publisher>
        </journal-meta>
        <article-meta>
            <article-id pub-id-type="doi">10.12688/f1000research.167050.1</article-id>
            <article-categories>
                <subj-group subj-group-type="heading">
                    <subject>Research Article</subject>
                </subj-group>
                <subj-group>
                    <subject>Articles</subject>
                </subj-group>
            </article-categories>
            <title-group>
                <article-title>PREVALENCE OF UNINTENDED PREGNANCY AND ASSOCIATED FACTORS AMONG WOMEN OF REPRODUCTIVE AGE IN OSUN STATE NIGERIA: A MIXED METHOD STUDY</article-title>
                <fn-group content-type="pub-status">
                    <fn>
                        <p>[version 1; peer review: 1 approved with reservations]</p>
                    </fn>
                </fn-group>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author" corresp="yes">
                    <name>
                        <surname>Olanipekun Fasanu</surname>
                        <given-names>Adeniyi</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <role content-type="http://credit.niso.org/">Project Administration</role>
                    <role content-type="http://credit.niso.org/">Validation</role>
                    <uri content-type="orcid">https://orcid.org/0000-0002-9150-1032</uri>
                    <xref ref-type="corresp" rid="c1">a</xref>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Adefemi Fasanu</surname>
                        <given-names>Oluwafunmilayo</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <role content-type="http://credit.niso.org/">Investigation</role>
                    <role content-type="http://credit.niso.org/">Methodology</role>
                    <xref ref-type="aff" rid="a2">2</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Charles Adeyemo</surname>
                        <given-names>Sunday</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <role content-type="http://credit.niso.org/">Formal Analysis</role>
                    <role content-type="http://credit.niso.org/">Project Administration</role>
                    <role content-type="http://credit.niso.org/">Supervision</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <xref ref-type="aff" rid="a3">3</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Awodele</surname>
                        <given-names>Kehinde</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <role content-type="http://credit.niso.org/">Methodology</role>
                    <role content-type="http://credit.niso.org/">Project Administration</role>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Dorcas Aderinwale</surname>
                        <given-names>Adeola</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <role content-type="http://credit.niso.org/">Methodology</role>
                    <role content-type="http://credit.niso.org/">Supervision</role>
                    <xref ref-type="aff" rid="a4">4</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Dorcas Olabode</surname>
                        <given-names>Eniola</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Formal Analysis</role>
                    <role content-type="http://credit.niso.org/">Supervision</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <xref ref-type="aff" rid="a5">5</xref>
                </contrib>
                <aff id="a1">
                    <label>1</label>Obstetrics and Gynecology, Osun State University, Osogbo, Osun, 10001, Nigeria</aff>
                <aff id="a2">
                    <label>2</label>Public Health, Adeleke University, Ede, Osun, 232101, Nigeria</aff>
                <aff id="a3">
                    <label>3</label>Health, Society and Well-being, University of Wolverhampton School of Education, Walsall, England, UK</aff>
                <aff id="a4">
                    <label>4</label>primary health care development board, Osogbo, Osun, 10001, Nigeria</aff>
                <aff id="a5">
                    <label>5</label>Institut Superieur de Sante, Niamey, 444, Niger</aff>
            </contrib-group>
            <author-notes>
                <corresp id="c1">
                    <label>a</label>
                    <email xlink:href="mailto:adeniyifasanu38@gmail.com">adeniyifasanu38@gmail.com</email>
                </corresp>
                <fn fn-type="conflict">
                    <p>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>15</day>
                <month>4</month>
                <year>2026</year>
            </pub-date>
            <pub-date pub-type="collection">
                <year>2026</year>
            </pub-date>
            <volume>15</volume>
            <elocation-id>524</elocation-id>
            <history>
                <date date-type="accepted">
                    <day>9</day>
                    <month>3</month>
                    <year>2026</year>
                </date>
            </history>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2026 Olanipekun Fasanu A et al.</copyright-statement>
                <copyright-year>2026</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access article distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <self-uri content-type="pdf" xlink:href="https://f1000research.com/articles/15-524/pdf"/>
            <abstract>
                <sec>
                    <title>Background</title>
                    <p>Unintended pregnancy is defined as a desired or unwanted pregnancy that occurs in a woman who is not planning to have any (more) children. Unintended pregnancy poses a wide array of health risks for both the mother and child, including malnutrition, illness, abuse, neglect, and even death. Local data on the prevalence of unintended pregnancy in Osun State are lacking, creating a significant knowledge gap. Therefore, this study examined the prevalence of unintended pregnancy and its associated factors among women of reproductive age in Osun State.</p>
                </sec>
                <sec>
                    <title>Method</title>
                    <p>This study employed a mixed-method design of quantitative and qualitative methods among women of reproductive age selected from six local government areas in Osun State. The sample size for the quantitative component was estimated to be 198, calculated using Le Fischer&#x2019;s formula (n&#x00a0;=&#x00a0;z
                        <sup>2</sup>pq/d
                        <sup>2</sup>), and 32 participants were purposively selected for the qualitative study. A multistage sampling technique was used to select the respondents for the qualitative study. Quantitative data were collected using a semi-structured, interviewer-administered questionnaire. Qualitative data involved key informant interviews and focus group discussions (FGD). Quantitative data were entered and analyzed using SPSS version 24, with the significance level set at p&#x00a0;&#x2264;&#x00a0;0.05. Qualitative analysis was coded and analyzed using Atlas ti version 24.</p>
                </sec>
                <sec>
                    <title>Results</title>
                    <p>The prevalence of unintended pregnancies was 42.4%. At the multivariate level, using regression analysis, age (B&#x00a0;=&#x00a0;0.151, p&#x00a0;&lt;&#x00a0;0.001, C. I&#x00a0;=&#x00a0;0.075&#x2013;0.266), marital status (B&#x00a0;=&#x00a0;2.626, p&#x00a0;=&#x00a0;0.030, C.I&#x00a0;=&#x00a0;-0.499 to &#x2212;0.262), residence (B&#x00a0;=&#x00a0;2.109, p&#x00a0;&lt;&#x00a0;0.001, C.I&#x00a0;=&#x00a0;1.153&#x2013;3.066), and religious affiliation (B&#x00a0;=&#x00a0;1.848, p&#x00a0;&lt;&#x00a0;0.001, C.I&#x00a0;=&#x00a0;&#x2212;2.777 to &#x2212;0.918) were significantly associated with unplanned pregnancy.</p>
                </sec>
                <sec>
                    <title>Conclusion</title>
                    <p>There was a high prevalence of unintended pregnancies among respondents linked to social, cultural, and religious factors. Hence, public health initiatives should address these factors to reduce unintended pregnancies and improve the uptake of family planning services among women in Osun State.</p>
                </sec>
            </abstract>
            <kwd-group kwd-group-type="author">
                <kwd>Unintended pregnancy</kwd>
                <kwd>Uptake</kwd>
                <kwd>Family planning</kwd>
                <kwd>Osun State</kwd>
                <kwd>Women</kwd>
                <kwd>Reproductive</kwd>
            </kwd-group>
            <funding-group>
                <funding-statement>The author(s) declared that no grants were involved in supporting this work.</funding-statement>
            </funding-group>
        </article-meta>
    </front>
    <body>
        <def-list>
            <title>List of Abbreviations</title>
            <def-item>
                <term id="G1">CI</term>
                <def>
                    <p>Confidence Interval</p>
                </def>
            </def-item>
            <def-item>
                <term id="G2">FDG</term>
                <def>
                    <p>Focused Group Discussion</p>
                </def>
            </def-item>
            <def-item>
                <term id="G3">KII</term>
                <def>
                    <p>Key In-depth Interview</p>
                </def>
            </def-item>
            <def-item>
                <term id="G4">LGA</term>
                <def>
                    <p>Local Government Area</p>
                </def>
            </def-item>
            <def-item>
                <term id="G5">LMUP</term>
                <def>
                    <p>
London Measure of Unplanned Pregnancy</p>
                </def>
            </def-item>
            <def-item>
                <term id="G6">OSHREC</term>
                <def>
                    <p>Osun State Health Research Ethics Committee</p>
                </def>
            </def-item>
            <def-item>
                <term id="G7">SSA</term>
                <def>
                    <p>Sub-Saharan Africa</p>
                </def>
            </def-item>
            <def-item>
                <term id="G8">UNFPA</term>
                <def>
                    <p>United Nations Population Fund</p>
                </def>
            </def-item>
            <def-item>
                <term id="G9">UP</term>
                <def>
                    <p>Unintended pregnancy</p>
                </def>
            </def-item>
            <def-item>
                <term id="G10">WHO</term>
                <def>
                    <p>World Health Organisation</p>
                </def>
            </def-item>
        </def-list>
        <sec id="sec5">
            <title>Background</title>
            <p>Unintended pregnancy is defined as a desired or unwanted pregnancy that occurs in a woman who was not planning to have any (more) children or that was mistimed, in that it occurred earlier than desired and independent of the outcome of the pregnancy (abortion, miscarriage, or unplanned birth), synonymous with unplanned pregnancy (
                <xref ref-type="bibr" rid="ref6">Bearak et al., 2022</xref>). It is usually an outcome of an array of social, economic, and cultural factors, including non-use of contraception, contraceptive discontinuation, contraceptive failure, inconsistent and incorrect use of contraception, lack of access to contraception, inadequate sex education, or even due to sexual coercion or violence, and limited reproductive rights (
                <xref ref-type="bibr" rid="ref1">Abame et al., 2019</xref>).</p>
            <p>Unintended pregnancy is a substantial global public, clinical, and social health concern that affects women of reproductive age, especially those who are sexually active, with significant repercussions on women&#x2019;s health, economic stability, and societal well-being (
                <xref ref-type="bibr" rid="ref1">Abame et al., 2019</xref>). Unintended pregnancy poses a wide array of health risks for both the mother and child. These risks include malnutrition, illness, abuse, neglect, and death. Unintended pregnancies can further contribute to ongoing cycles of high fertility, as well as reduced educational and employment opportunities, and increased poverty, all of which can span many generations (
                <xref ref-type="bibr" rid="ref15">WHO, 2019</xref>). It has been reported that, out of over 200 million pregnancies that occur each year, approximately 121 million pregnancies each year fall into the category of being unintended, including mistimed or unwanted pregnancies at the time of conception (
                <xref ref-type="bibr" rid="ref12">UNFPA, 2022</xref>). Recent statistics indicate that the rate of unplanned pregnancies in sub-Saharan Africa (SSA) is as high as 33.9%, signifying that over one-third of pregnancies in the region are unintended (
                <xref ref-type="bibr" rid="ref2">Ameyaw et al., 2019</xref>; 
                <xref ref-type="bibr" rid="ref4">Bain et al., 2020</xref>).</p>
            <p>Although several reproductive health interventions have been implemented in Nigeria, there is limited evidence of the effectiveness of these interventions in reducing unintended pregnancies in Osun State. Local data on the prevalence of unintended pregnancy in Osun State are also lacking, creating a significant knowledge gap. Most studies focus on broad national data without addressing regional variations or the local context. Therefore, local variations in socioeconomic factors, cultural practices, and healthcare access require state-specific research for precise understanding (
                <xref ref-type="bibr" rid="ref10">Solo &amp; Festin, 2019</xref>). Estimating the prevalence of unintended pregnancies in Osun State provides a clear picture of the extent of this issue. The findings of this study provide insights specific to this area and serve as a baseline for future interventions tailored to meet the needs of women in Osun State.</p>
        </sec>
        <sec id="sec6" sec-type="methods">
            <title>Methods</title>
            <p>The study employed a mixed-method design of quantitative and qualitative methods among women of reproductive age (15&#x2013;49&#x00a0;years) residing in Osun State. Women of reproductive age 15&#x2013;49&#x00a0;years old irrespective of their marital status residing in the selected local government areas within Osun State, women who had a history of ever being pregnant irrespective of the outcome of the pregnancy, and women with or without current contraceptive use at the time of study were included in the study. Women who were less than 15 or over 49&#x00a0;years old during the study period and those who were residing outside the selected local government areas within Osun State during the study period were excluded from the study. The sample size was estimated to be 198, calculated using Le Fischer&#x2019;s formula (n&#x00a0;=&#x00a0;z
                <sup>2</sup>pq/d
                <sup>2</sup>).</p>
            <p>A multistage sampling technique was used to select respondents for the quantitative study;</p>
            <p>

                <bold>Stage One</bold>: Simple random sampling technique by ballot method was used to select three local government areas (LGAs) from each senatorial district and federal constituency. Thisselection comprised of two rural and one urban LGA from each category, thus ensuring a comprehensive representation of respondents from diverse settings.</p>
            <p>

                <bold>Stage Two</bold>: Purposive sampling technique was used to select two high-volume markets from each selected LGA, giving a total of 12 markets.</p>
            <p>

                <bold>Stage Three</bold>: Systematic random sampling technique was used to select market units. This involved determining the sampling interval by dividing the total number of market units by the desired sample size. The starting point was then chosen by randomly selecting an number between one and the sampling interval. Subsequent market units were identified by adding the sampling interval to the serial number of the first sampled market unit.</p>
            <p>

                <bold>Stage Four:</bold> In unit, market women were screened using specific eligibility criteria. After obtaining informed consent from the eligible women, they were recruited for the study. This analysis was performed until the total sample size was achieved.</p>
            <p>Thirty-two women of reproductive age were selected for this qualitative study using purposive sampling. The 32 participants participated in the focus group discussions, while key informant interviews were conducted with the permanent secretary of the Osun State Ministry of Health and the family planning program coordinator for Osun State. Quantitative data were collected using a pretested interviewer-administered questionnaire. To assess the prevalence of unintended pregnancy, the researchers developed a questionnaire informed by the London Measure of Unplanned Pregnancy (LMUP), a psychometrically validated tool comprising six items. Since the LUMP questionnaire was not used directly, there was no need to obtain a copyright license. Qualitative data were collected using open-ended questions. The primary objective of the qualitative component was to identify the barriers women at risk of unwanted pregnancies encounter when seeking and using family planning services. This study ensured validity and reliability (Cronbach&#x2019;s alpha, &#x03b1;&#x00a0;=&#x00a0;0.85). The quantitative data were collected by six trained research assistants. Doctors, nurses, and other healthcare professionals collected qualitative data. Quantitative data were entered and analyzed using SPSS version 24, with the significance level set at p&#x00a0;&#x2264;&#x00a0;0.05. Qualitative analysis was performed using Atlas ti, version 24.</p>
        </sec>
        <sec id="sec7" sec-type="results">
            <title>Results</title>
            <sec id="sec8">
                <title>Quantitative study</title>
                <p>

                    <bold>Sociodemographic characteristics of respondents</bold>
                </p>
                <p>A significant proportion of the respondents, 48(24.2%), were within the age range of 30&#x2013;34&#x00a0;years, comprising nearly one-quarter of the total study population. The mean age of the respondents was 33.3&#x00a0;&#x00b1;&#x00a0;7.6&#x00a0;years. Ninety-six respondents (48.5%) had attained a secondary education. The majority of the respondents 166(83.8%) were married and living with their partners. Most respondents 157(79.3%) had more than two children. The majority were rural dwellers 132(66.7%), and over half of the respondents 107(54.0%) practiced Islam, while 91(46.0%) were Christians. The respondents were predominantly Yoruba, accounting for 99.0% (196) of the study population. A large proportion of respondents, 147(74.2%), were business owners or traders. A significant proportion of respondents 107(54.0%) earned between 10,001 and 50,000 nairas (
                    <xref ref-type="table" rid="T1">
Table 1</xref>).</p>
                <table-wrap id="T1" orientation="portrait" position="float">
                    <label>
Table 1. </label>
                    <caption>
                        <title>Sociodemographic characteristics of respondents.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">Sociodemographic characteristics (N&#x00a0;=&#x00a0;198)</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Frequency (%)</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>Age (in years)</bold>
</td>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">15&#x2013;19</td>
                                <td colspan="1" rowspan="1" valign="top">7(3.5)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">20&#x2013;24</td>
                                <td colspan="1" rowspan="1" valign="top">17(8.6)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">25&#x2013;29</td>
                                <td colspan="1" rowspan="1" valign="top">37(18.7)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">30&#x2013;34</td>
                                <td colspan="1" rowspan="1" valign="top">48(24.2)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">35&#x2013;39</td>
                                <td colspan="1" rowspan="1" valign="top">42(21.2)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">40&#x2013;44</td>
                                <td colspan="1" rowspan="1" valign="top">31(15.7)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">45&#x2013;49</td>
                                <td colspan="1" rowspan="1" valign="top">16(8.1)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>Education Level</bold>
</td>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">No formal education</td>
                                <td colspan="1" rowspan="1" valign="top">9(4.5)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Primary</td>
                                <td colspan="1" rowspan="1" valign="top">19(9.6)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Secondary</td>
                                <td colspan="1" rowspan="1" valign="top">96(48.5)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Tertiary</td>
                                <td colspan="1" rowspan="1" valign="top">74(37.4)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>Marital Status</bold>
</td>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Never married/single</td>
                                <td colspan="1" rowspan="1" valign="top">19(9.6)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Married/living with partner</td>
                                <td colspan="1" rowspan="1" valign="top">166(83.8)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Widowed</td>
                                <td colspan="1" rowspan="1" valign="top">5(2.5)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Married but separated</td>
                                <td colspan="1" rowspan="1" valign="top">8(4.0)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>Number of children</bold>
</td>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">0</td>
                                <td colspan="1" rowspan="1" valign="top">11(5.6)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">1</td>
                                <td colspan="1" rowspan="1" valign="top">30(15.2)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">&#x2265;2</td>
                                <td colspan="1" rowspan="1" valign="top">157(79.3)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>Residence</bold>
</td>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Urban</td>
                                <td colspan="1" rowspan="1" valign="top">66(33.3)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Rural</td>
                                <td colspan="1" rowspan="1" valign="top">132(66.7)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>Religion</bold>
</td>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Islam</td>
                                <td colspan="1" rowspan="1" valign="top">107(54.0)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Christianity</td>
                                <td colspan="1" rowspan="1" valign="top">91(46.0)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>Ethnicity</bold>
</td>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Yoruba</td>
                                <td colspan="1" rowspan="1" valign="top">196(99.0)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Igbo</td>
                                <td colspan="1" rowspan="1" valign="top">2(1.0)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>Occupational status</bold>
</td>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Business owner/trader</td>
                                <td colspan="1" rowspan="1" valign="top">147(74.2)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Apprentice</td>
                                <td colspan="1" rowspan="1" valign="top">29(14.7)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Farmer</td>
                                <td colspan="1" rowspan="1" valign="top">4(2.0)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Artisan</td>
                                <td colspan="1" rowspan="1" valign="top">18(9.1)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>Household Income (&#x20a6;)</bold>
</td>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Less than 10000</td>
                                <td colspan="1" rowspan="1" valign="top">18(9.1)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">10001&#x2013;50000</td>
                                <td colspan="1" rowspan="1" valign="top">107(54.0)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">50001&#x2013;90000</td>
                                <td colspan="1" rowspan="1" valign="top">41(20.7)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">&gt;90000</td>
                                <td colspan="1" rowspan="1" valign="top">32(16.2)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>Type of housing you live</bold>
</td>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Own home</td>
                                <td colspan="1" rowspan="1" valign="top">57(28.8)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Rent an apartment/house</td>
                                <td colspan="1" rowspan="1" valign="top">104(52.5)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Live with family/friends</td>
                                <td colspan="1" rowspan="1" valign="top">37(18.7)</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
                <p>

                    <bold>Prevalence of unintended pregnancy</bold>
                </p>
                <p>Among the total respondents, 100 (50.5%) reported experiencing at least one unintended pregnancy, of which 83% had one unintended pregnancy. Ninety-eight (49.5%) participants expressed a desire to have a baby, 16(8.1%) had mixed feelings about having a baby at the time of pregnancy, and 84(42.4%) did not want to have a baby at all (
                    <xref ref-type="table" rid="T2">
Table 2</xref>). However, the LMUP assessment revealed that only 42.4% of the patients experienced unintended pregnancy (
                    <xref ref-type="fig" rid="f1">Fig. 1</xref>).</p>
                <table-wrap id="T2" orientation="portrait" position="float">
                    <label>
Table 2. </label>
                    <caption>
                        <title>Prevalence of unintended pregnancy.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">Variables</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Frequency (%)</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>Ever experienced an unintended pregnancy (n&#x00a0;=&#x00a0;198)</bold>
</td>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Yes</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">100 (50.5)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">No</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">98 (49.5)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>How many have you had (n&#x00a0;=&#x00a0;100)</bold>
</td>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">1</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">83 (83.0)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">2</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">15 (15.0)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">&#x2265;2</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">2 (2.0)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>Outcome of the unintended pregnancy (n&#x00a0;=&#x00a0;100)</bold>
</td>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Miscarriage</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">13</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Abortion</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">(13.0)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Live birth</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">19 (19.0)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>In the month I became pregnant(n&#x00a0;=&#x00a0;198)</bold>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">68 (68.0)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">I/we were not using contraception</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">153 (77.3)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">I/We were using, but not on every occasion</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">26 (13.1)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">I/We always used contraception, but knew that the method had failed</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">7 (3.5)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">I/We always used contraception</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">12 (6.1)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>I feel my pregnancy happened at the (n&#x00a0;=&#x00a0;198)</bold>
</td>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Right time</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">98(49.5)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Ok, but not quite right time</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">33(16.7)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Wrong time</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">67(33.8)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>Just before I became pregnant (n&#x00a0;=&#x00a0;198)</bold>
</td>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">I intended to get pregnant</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">99(50.0)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">My intentions kept changing</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">6(3.0)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">I did not intend to get pregnant</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">93(47.0)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>Just before I became pregnant (n&#x00a0;=&#x00a0;198)</bold>
</td>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">I wanted to have a baby</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">98(49.5)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">I had mixed feelings about having a baby</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">16(8.1)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">I did not want to have a baby</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">84(42.4)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>Before I became pregnant (n&#x00a0;=&#x00a0;198)</bold>
</td>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">My partner and I had agreed for me to get pregnant</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">98(49.5)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">My partner and I had discussed having children together, but hadn&#x2019;t agreed for me to get pregnant</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">50(25.3)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">We never discussed having children together</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">50(25.3)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>Did you do anything to improve your health (n&#x00a0;=&#x00a0;198)</bold>
</td>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Took folic acid</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">7(3.5)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">stopped or cut down smoking</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">1(0.5)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">stopped or cut down drinking alcohol</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">1(0.5)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">ate more healthily</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">32(16.2)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">sought medical/health advice</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">21(10.6)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">I did not do any of the above before my pregnancy</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">159(80.3)</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
                <fig fig-type="figure" id="f1" orientation="portrait" position="float">
                    <label>Fig. 1. </label>
                    <caption>
                        <title>Prevalence of unplanned pregnancy.</title>
                    </caption>
                    <graphic id="gr1" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/184126/2f9c4f64-0181-4131-bc5a-1b3c12f90404_figure1.gif"/>
                </fig>
                <p>

                    <bold>Associated factors with unplanned pregnancy</bold>
                </p>
                <p>At the bivariate level, age (p&#x00a0;&lt;&#x00a0;0.001), marital status (p&#x00a0;&lt;&#x00a0;0.001), number of children (p&#x00a0;&lt;&#x00a0;0.001), residence (p&#x00a0;=&#x00a0;0.002), and religion (p&#x00a0;=&#x00a0;0.007) were significantly associated with unplanned pregnancy. At the multivariate level using regression analysis, age was significantly associated, such that respondents aged 45&#x2013;49 had less likelihood of unintended pregnancy (B&#x00a0;=&#x00a0;0.151, p&#x00a0;&lt;&#x00a0;0.001, C. I&#x00a0;=&#x00a0;0.075&#x2013;0.266). Marital status was associated with unplanned pregnancy such that women who had never married were twice as likely to have an unplanned pregnancy than married women (B&#x00a0;=&#x00a0;2.626, p&#x00a0;=&#x00a0;0.030, C.I&#x00a0;=&#x00a0;-0.499 to &#x2212;0.262). Women living in rural areas were twice as likely to experience unplanned pregnancy when compared to those living in urban areas (B&#x00a0;=&#x00a0;2.109, p&#x00a0;&lt;&#x00a0;0.001, C.I&#x00a0;=&#x00a0;1.153&#x2013;3.066). Additionally, religious affiliation was associated with unplanned pregnancy, such that they had a higher likelihood of unintended pregnancy (B&#x00a0;=&#x00a0;1.848, p&#x00a0;&lt;&#x00a0;0.001, C.I&#x00a0;=&#x00a0;&#x2212;2.777 to &#x2212;0.918).</p>
            </sec>
            <sec id="sec9">
                <title>Qualitative study</title>
                <p>A total of 34 participants were involved in the study, 32 of whom participated in the focus group discussions, and two were part of the key informant interviews. (
                    <xref ref-type="table" rid="T3">
Table 3</xref>).</p>
                <table-wrap id="T3" orientation="portrait" position="float">
                    <label>
Table 3. </label>
                    <caption>
                        <title>Sociodemographic characteristics of participants in the qualitative study.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">Sociodemographic characteristics (N&#x00a0;=&#x00a0;34)</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Frequency</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Percentage</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>Age (in years)</bold>
</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">15&#x2013;19</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">7</td>
                                <td align="char" char="." colspan="1" rowspan="1" valign="top">20.6</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">20&#x2013;24</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">8</td>
                                <td align="char" char="." colspan="1" rowspan="1" valign="top">23.5</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">25&#x2013;29</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">7</td>
                                <td align="char" char="." colspan="1" rowspan="1" valign="top">20.6</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">30&#x2013;34</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">3</td>
                                <td align="char" char="." colspan="1" rowspan="1" valign="top">8.8</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">35&#x2013;39</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">3</td>
                                <td align="char" char="." colspan="1" rowspan="1" valign="top">8.8</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">40&#x2013;44</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">2</td>
                                <td align="char" char="." colspan="1" rowspan="1" valign="top">5.9</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">45&#x2013;49</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">4</td>
                                <td align="char" char="." colspan="1" rowspan="1" valign="top">11.8</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>Level of education</bold>
</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Primary/Arabic</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">5</td>
                                <td align="char" char="." colspan="1" rowspan="1" valign="top">14.7</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Secondary</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">19</td>
                                <td align="char" char="." colspan="1" rowspan="1" valign="top">55.9</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Tertiary</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">10</td>
                                <td align="char" char="." colspan="1" rowspan="1" valign="top">29.4</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>Religion</bold>
</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Christianity</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">24</td>
                                <td align="char" char="." colspan="1" rowspan="1" valign="top">70.6</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Islam</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">10</td>
                                <td align="char" char="." colspan="1" rowspan="1" valign="top">29.4</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
            </sec>
            <sec id="sec10">
                <title>Determinant factors of unplanned pregnancy</title>
                <p>Some of these are reasons related to family factors, such as when a couple has a desire for a child of a particular gender, when the husband or wife has uncontrolled sexual urge, or because a couple wants to be sure of fertility before marriage and ends up having an unplanned pregnancy. One other person also said that unplanned pregnancy could arise from rivalry in a polygamous home where women just want to get pregnant in order to make a point in the family without considering the consequences. Some of the women explained the following:</p>
                <disp-quote>
                    <p>

                        <italic toggle="yes">&#x2018;I feel like maybe some families that maybe they&#x2019;ve been giving birth to female children all the time and maybe they want a male child or give birth to a male child and not a female child. It can also, yes, sex preference. Yes, it can also cause it.&#x2019;</italic> years (30 &#x2013; 34&#x00a0;years, FGD).</p>
                    <p>

                        <italic toggle="yes">&#x2018;It happened to me when my husband and I were facing difficult times. We cohabited and it resulted to unwanted pregnancy. I eventually gave birth to the child. Unwanted pregnancy could be as a result of certain condition we find ourselves; the man may not be patient with the women.&#x2019;</italic> (25&#x2013;29&#x00a0;years, FGD).</p>
                    <p>

                        <italic toggle="yes">&#x2018;Jealousy is another factor. Wives of a polygamous marriage could be jealous of one another. They may be competing as per number of children. It is also in the bible.&#x2019;</italic> (40&#x2013;44&#x00a0;years, FGD).</p>
                </disp-quote>
                <p>Another factor that could cause women to have unplanned pregnancies is ignorance and a lack of sex education. This could arise from poor family upbringing, poor sex education, or ignorance about family planning and how it operates. Some of the responses are as follows.</p>
                <disp-quote>
                    <p>

                        <italic toggle="yes">&#x2018;&#x2026;. you can even say the level of education, am not talking about formal education now, am talking about education as per use of family planning, that one can also contribute. Some people, their level of awareness or level of education about family planning is nothing to write home about.&#x2019;</italic> (Official Ministry of Health, KII).</p>
                    <p>

                        <italic toggle="yes">&#x2018;I have like ignorance as well. Inadequate knowledge on sex education&#x2019;</italic> (15 &#x2013; 24&#x00a0;years, FGD).</p>
                    <p>

                        <italic toggle="yes">&#x2018;Polygamous family. So some people came from a polygamous family where there is no unity, there is no proper care. So through that, they have to go out, mingle with others. From that, it leads to unwanted pregnancy.&#x2019;</italic> years (25&#x2013;29&#x00a0;years, FGD).</p>
                </disp-quote>
                <p>Interviewees also spoke about how social factors could contribute to unplanned pregnancy. One of these is the impact of general public unfavorable attitudes towards family planning, and public stigmatization of women who take family planning, such as considering them to be seeking excuse to be promiscuous or generally making them feel odd. It could also result from peer pressure to become pregnant or the impact of religious doctrines or practices that may not favor the adoption of family planning practices.</p>
                <disp-quote>
                    <p>

                        <italic toggle="yes">&#x2018;I think one of those things is the perceptions of women about family planning. Some still think that family planning is meant for women or ladies that are promiscuous.&#x2019;</italic> (Official Ministry of Health, KII).</p>
                    <p>

                        <italic toggle="yes">&#x2018;And again in some societies, the situation sigma they attach to especially women who are on family planning.&#x2019;</italic> (Official Ministry of Health, KII).</p>
                    <p>

                        <italic toggle="yes">&#x2018;People are pleasuring to get pregnant, something like that &#x2026;&#x2019;</italic> (15 &#x2013; 24&#x00a0;years, FGD).</p>
                    <p>

                        <italic toggle="yes">&#x2018;And even some religious organizations still believe that there is no need for family planning.&#x2019;</italic> (Official Ministry of Health, KII).</p>
                </disp-quote>
                <p>Ultimately, unplanned pregnancy results from unprotected sex without the use of family planning programs. Some women expressed their thoughts as follows:</p>
                <disp-quote>
                    <p>

                        <italic toggle="yes">&#x2018;When you constantly have intimacy with your partner, constant unprotected sex&#x2019;</italic> (25&#x2013;29&#x00a0;years FGD).</p>
                    <p>

                        <italic toggle="yes">&#x2018;So low uptake is a major factor that do affect unintended pregnancy because you know, once a woman is not protected, automatically, there might be experience of unplanned pregnancy.&#x2019;</italic> (Family Planning Official, KII).</p>
                </disp-quote>
            </sec>
        </sec>
        <sec id="sec11" sec-type="discussion">
            <title>Discussion</title>
            <p>The LMUP, a well-validated tool for assessing pregnancy intention, has provided valuable insights into the family planning experiences of women in Osun State. The results showed that 42.4% of the pregnancies were unplanned, 45.5% were ambivalent, and 12.1% were planned. Notably, the LMUP data suggested a lower rate of unintended pregnancy (42.4%) than the self-reported rate of 50.5%, with a difference of 8.1%. The slight discrepancy between the two figures might be due to a social desirability bias, where participants may be less likely to report unplanned pregnancies due to social stigma. The LMUP&#x2019;s ability to capture a wider range of intentions beyond simply &#x2018;intended&#x2019; or &#x2018;unintended&#x2019; provides a more comprehensive picture of reproductive health realities in Osun State. 
                <xref ref-type="bibr" rid="ref14">Woldesenbet et al. (2021)</xref> reported a higher prevalence of unintended pregnancies (51.6% among pregnant women in South Africa), whereas another study found an even higher rate of 65.6% among women with disabilities, highlighting the potential impact of access to family planning services and sociodemographic factors (
                <xref ref-type="bibr" rid="ref11">Tenaw et al., 2023</xref>). These discrepancies might be due to differences in participant age range, study location, or the use of LMUP versus self-reported
 data.</p>
            <p>This study identified several key factors that could predict unplanned pregnancies. Age was found to be associated with pregnancy, such that younger women were more likely to experience unplanned pregnancies. This is supported by findings from the focus group discussion, where the participants revealed concerns among some young women that family planning services could be seen as promoting promiscuity among younger women, and that they are therefore discouraged from accessing the services even when needed. This aligns with findings that reported higher pregnancy rates among younger women (
                <xref ref-type="bibr" rid="ref13">Wellings et al., 2013</xref>). Marital status was also significantly associated, such that unmarried women had a higher likelihood of unintended pregnancy. This is consistent with the findings of previous studies that reported a similar association (
                <xref ref-type="bibr" rid="ref3">Ayele et al., 2024</xref>; 
                <xref ref-type="bibr" rid="ref5">Barrow et al., 2022</xref>). This study highlighted the correlation between marital status and unintended pregnancies. Social norms are likely to play a role in this association. In cultures where marriage strongly precedes childbearing, single individuals might face pressure to delay or avoid pregnancy outside marriage. This pressure could lead to less open communication about contraception with potential partners, thereby hindering effective life planning. Additionally, unmarried couples might encounter disapproval or stigma around using contraception, potentially affecting their willingness to adopt these methods. Economic factors and logistical challenges can further disadvantage individuals. Beyond social norms and access to resources, relationship dynamics also play an important role. Married couples might have more open communication about family planning goals and contraceptive use than unmarried couples.</p>
            <p>A study found that Muslims are less likely to experience unintended childbearing than Christians (
                <xref ref-type="bibr" rid="ref9">Oyediran et al., 2020</xref>). Women who were identified as Christians had a higher likelihood of unintended pregnancies. This can be explained by the concept of ex post rationalization. Studies have found that ex post rationalization varies by women&#x2019;s characteristics, with women who have higher parity being more likely to revise their pregnancy intentions after delivery. Considering that Muslim women in Nigeria tend to have a higher parity than Christian women, they may be more likely to rationalize an unintended pregnancy. These findings suggest that religious doctrines may influence family planning attitudes (
                <xref ref-type="bibr" rid="ref8">Hall et al., 2019</xref>).</p>
            <p>The strengths of the study include the use of a questionnaire that was informed by a validated measure (LMUP), which provides a more accurate report of unplanned pregnancies among respondents. However, this study had some limitations, including the limited generalizability of the findings beyond Osun State.</p>
        </sec>
        <sec id="sec12" sec-type="conclusion">
            <title>Conclusion</title>
            <p>The study concluded that there was a high prevalence of unplanned pregnancies among the respondents. Age, marital status, place of residence, and religion were significantly associated with unplanned pregnancies. These data will fill critical knowledge gaps and provide a detailed understanding of the specific sociocultural and economic factors contributing to unplanned pregnancies in this region. Health education programs should be tailored to address the specific needs and concerns of different groups within Osun State.</p>
        </sec>
        <sec id="sec13">
            <title>Ethical approval and consent to participate</title>
            <p>Approval for this study was obtained from the Osun State Health Research Ethics Committee (OSHREC) of the Ministry of Health with the reference number OSHREC/PRS/569&#x00a0;T/566. This study was conducted in accordance with the Declaration of Helsinki for Medical Research involving Human Subjects. Written informed consent was obtained from each study participant after adequate information regarding the study was provided. For the participants under 18&#x00a0;years, written consent was obtained from parents (or husbands) of the participant, while verbal assent was obtained from the participants. Permission to gain entrance into the communities was sought from the market and community leaders.</p>
        </sec>
        <sec id="sec14">
            <title>Clinical trial number</title>
            <p>Not applicable.</p>
        </sec>
        <sec id="sec15">
            <title>Consent for publication</title>
            <p>Not applicable.</p>
        </sec>
    </body>
    <back>
        <sec id="sec18" sec-type="data-availability">
            <title>Data availability statement</title>
            <p>Data is deposited into a generalist depository (
                <xref ref-type="bibr" rid="ref7">Fasanu et al., 2025</xref>).</p>
            <p>Figshare: Prevalence of unintended pregnancy and associated factors among women of reproductive age in Osun State, Nigeria: A mixed method study. 
                <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.6084/m9.figshare.31532992">https://doi.org/10.6084/m9.figshare.31532992</ext-link>.</p>
            <p>The project contains the following underlying data:
                <list list-type="bullet">
                    <list-item>
                        <label>&#x2022;</label>
                        <p>SPSS Spreadsheet</p>
                    </list-item>
                    <list-item>
                        <label>&#x2022;</label>
                        <p>De-identified Focused Group Discussion data</p>
                    </list-item>
                    <list-item>
                        <label>&#x2022;</label>
                        <p>De-identified Key Informant Interview data</p>
                    </list-item>
                </list>
            </p>
            <p>Data are available under the terms of the 
                <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution 4.0 International license</ext-link>.</p>
        </sec>
        <ack>
            <title>Acknowledgements</title>
            <p>The authors acknowledge the market and community leaders, as well as the respondents, for their support of the success of this project.</p>
        </ack>
        <ref-list>
            <title>References</title>
            <ref id="ref1">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Abame</surname>
                            <given-names>DE</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Abera</surname>
                            <given-names>M</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Tesfay</surname>
                            <given-names>A</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Relationship between unintended pregnancy and antenatal care use during pregnancy in Hadiya zone, southern Ethiopia.</article-title>
                    <source>

                        <italic toggle="yes">Journal of Reproduction &amp; Infertility.</italic>
</source>
                    <year>2019</year>;<volume>20</volume>(<issue>1</issue>):<fpage>42</fpage>&#x2013;<lpage>51</lpage>.
                    <pub-id pub-id-type="pmid">30859081</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref2">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Ameyaw</surname>
                            <given-names>EK</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Budu</surname>
                            <given-names>E</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Sambah</surname>
                            <given-names>F</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Prevalence and determinants of unintended pregnancy in sub-Saharan Africa: A multi-country analysis of demographic and health surveys.</article-title>
                    <source>

                        <italic toggle="yes">PLOS ONE.</italic>
</source>
                    <year>2019</year>;<volume>14</volume>(<issue>8</issue>):<fpage>e0220970</fpage>.
                    <pub-id pub-id-type="pmid">31398240</pub-id>
                    <pub-id pub-id-type="doi">10.1371/journal.pone.0220970</pub-id>
                    <pub-id pub-id-type="pmcid">PMC6688809</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref3">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Ayele</surname>
                            <given-names>SG</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Mekonnen</surname>
                            <given-names>B</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Deribe</surname>
                            <given-names>L</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Prevalence of modern contraceptive discontinuation and associated factors among married reproductive age group women in Debre Berhan town, Ethiopia: A community-based cross-sectional study.</article-title>
                    <source>

                        <italic toggle="yes">BMJ Open.</italic>
</source>
                    <year>2024</year>;<volume>14</volume>(<issue>4</issue>):<fpage>e066605</fpage>.
                    <pub-id pub-id-type="pmid">38684273</pub-id>
                    <pub-id pub-id-type="doi">10.1136/bmjopen-2022-066605</pub-id>
                    <pub-id pub-id-type="pmcid">PMC11086279</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref4">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Bain</surname>
                            <given-names>LE</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Zweekhorst</surname>
                            <given-names>MBM</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Cock Buning</surname>
                            <given-names>T</given-names>
                            <prefix>de</prefix>
                        </name>
</person-group>:
                    <article-title>Prevalence and determinants of unintended pregnancy in Sub -Saharan Africa: a systematic review.</article-title>
                    <source>

                        <italic toggle="yes">Afr. J. Reprod. Health.</italic>
</source>
                    <year>2020</year>;<volume>24</volume>(<issue>2</issue>):<fpage>187</fpage>&#x2013;<lpage>205</lpage>.
                    <pub-id pub-id-type="doi">10.29063/ajrh2020/v24i2.18</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref5">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Barrow</surname>
                            <given-names>A</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Jobe</surname>
                            <given-names>A</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Barrow</surname>
                            <given-names>S</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Prevalence and factors associated with unplanned pregnancy in The Gambia: Findings from 2018 population-based survey.</article-title>
                    <source>

                        <italic toggle="yes">BMC Pregnancy Childbirth.</italic>
</source>
                    <year>2022</year>;<volume>22</volume>(<issue>1</issue>):<fpage>17</fpage>.
                    <pub-id pub-id-type="pmid">34991501</pub-id>
                    <pub-id pub-id-type="doi">10.1186/s12884-021-04371-7</pub-id>
                    <pub-id pub-id-type="pmcid">PMC8734335</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref6">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Bearak</surname>
                            <given-names>JM</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Popinchalk</surname>
                            <given-names>A</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Beavin</surname>
                            <given-names>C</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Country-specific estimates of unintended pregnancy and abortion incidence: A global comparative analysis of levels in 2015&#x2013;2019.</article-title>
                    <source>

                        <italic toggle="yes">BMJ Glob. Health.</italic>
</source>
                    <year>2022</year>;<volume>7</volume>(<issue>3</issue>):<fpage>e007151</fpage>.
                    <pub-id pub-id-type="pmid">35332057</pub-id>
                    <pub-id pub-id-type="doi">10.1136/bmjgh-2021-007151</pub-id>
                    <pub-id pub-id-type="pmcid">PMC8943721</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref7">
                <mixed-citation publication-type="data">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Fasanu</surname>
                            <given-names>A</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Fasanu</surname>
                            <given-names>O</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Adeyemo</surname>
                            <given-names>S</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <data-title>Prevalence of unintended pregnancy and associated factors among women of reproductive age in Osun State, Nigeria: A mixed method study.</data-title>[Dataset].
                    <source>

                        <italic toggle="yes">figshare.</italic>
</source>
                    <year>2025</year>.
                    <pub-id pub-id-type="doi">10.6084/m9.figshare.31532992</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref8">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Hall</surname>
                            <given-names>JA</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Stephenson</surname>
                            <given-names>J</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Barrett</surname>
                            <given-names>G</given-names>
                        </name>
</person-group>:
                    <article-title>On the stability of reported pregnancy intentions from pregnancy to 1 year postnatally: impact of choice of measure, timing of assessment, women&#x2019;s characteristics and outcome of pregnancy.</article-title>
                    <source>

                        <italic toggle="yes">Matern. Child Health J.</italic>
</source>
                    <year>2019</year>;<volume>23</volume>(<issue>9</issue>):<fpage>1177</fpage>&#x2013;<lpage>1186</lpage>.
                    <pub-id pub-id-type="pmid">31218607</pub-id>
                    <pub-id pub-id-type="doi">10.1007/s10995-019-02748-x</pub-id>
                    <pub-id pub-id-type="pmcid">PMC6658581</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref9">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Oyediran</surname>
                            <given-names>KA</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Ishola</surname>
                            <given-names>G</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Bankole</surname>
                            <given-names>A</given-names>
                        </name>
</person-group>:
                    <article-title>Relationship between religion and unintended childbearing in Nigeria: a cross-regional perspective.</article-title>
                    <source>

                        <italic toggle="yes">Genus.</italic>
</source>
                    <year>2020</year>;<volume>76</volume>(<issue>1</issue>):<fpage>15</fpage>.
                    <pub-id pub-id-type="doi">10.1186/s41118-020-00084-5</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref10">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Solo</surname>
                            <given-names>J</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Festin</surname>
                            <given-names>M</given-names>
                        </name>
</person-group>:
                    <article-title>Provider bias in family planning services: a review of its meaning and manifestations.</article-title>
                    <source>

                        <italic toggle="yes">Global Health: Science and Practice.</italic>
</source>
                    <year>2019</year>;<volume>7</volume>(<issue>3</issue>):<fpage>371</fpage>&#x2013;<lpage>385</lpage>.
                    <pub-id pub-id-type="pmid">31515240</pub-id>
                    <pub-id pub-id-type="doi">10.9745/GHSP-D-19-00130</pub-id>
                    <pub-id pub-id-type="pmcid">PMC6816811</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref11">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Tenaw</surname>
                            <given-names>Z</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Gari</surname>
                            <given-names>T</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Gebretsadik</surname>
                            <given-names>A</given-names>
                        </name>
</person-group>:
                    <article-title>Unintended pregnancy and its associated factors among women with disabilities in central Sidama National Regional State, Ethiopia: A multilevel analysis.</article-title>
                    <source>

                        <italic toggle="yes">BMC Pregnancy Childbirth.</italic>
</source>
                    <year>2023</year>;<volume>23</volume>(<issue>1</issue>):<fpage>522</fpage>.
                    <pub-id pub-id-type="pmid">37460959</pub-id>
                    <pub-id pub-id-type="doi">10.1186/s12884-023-05848-3</pub-id>
                    <pub-id pub-id-type="pmcid">PMC10353093</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref12">
                <mixed-citation publication-type="book">
                    <collab>United Nations Population Fund (UNFPA)</collab>:
                    <source>

                        <italic toggle="yes">Nearly half of all pregnancies are unintended&#x2014;a global crisis, says new UNFPA report.</italic>
</source>
                    <publisher-loc>New York</publisher-loc>:
                    <publisher-name>UNFPA</publisher-name>;<year>2022 Mar 30 [cited 2024 Feb 20]</year>.
                    <ext-link ext-link-type="uri" xlink:href="https://www.unfpa.org">Reference Source</ext-link>
                </mixed-citation>
            </ref>
            <ref id="ref13">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Wellings</surname>
                            <given-names>K</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Jones</surname>
                            <given-names>KG</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Mercer</surname>
                            <given-names>CH</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>The prevalence of unplanned pregnancy and associated factors in Britain: Findings from the third National Survey of Sexual Attitudes and Lifestyles (Natsal-3).</article-title>
                    <source>

                        <italic toggle="yes">Lancet.</italic>
</source>
                    <year>2013</year>;<volume>382</volume>(<issue>9907</issue>):<fpage>1807</fpage>&#x2013;<lpage>1816</lpage>.
                    <pub-id pub-id-type="pmid">24286786</pub-id>
                    <pub-id pub-id-type="doi">10.1016/S0140-6736(13)62071-1</pub-id>
                    <pub-id pub-id-type="pmcid">PMC3898922</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref14">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Woldesenbet</surname>
                            <given-names>S</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Kufa</surname>
                            <given-names>T</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Lombard</surname>
                            <given-names>C</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>The prevalence of unintended pregnancy and its association with HIV status among pregnant women in South Africa, a national antenatal survey, 2019.</article-title>
                    <source>

                        <italic toggle="yes">Sci. Rep.</italic>
</source>
                    <year>2021</year>;<volume>11</volume>(<issue>1</issue>):<fpage>23740</fpage>.
                    <pub-id pub-id-type="pmid">34887462</pub-id>
                    <pub-id pub-id-type="doi">10.1038/s41598-021-03096-z</pub-id>
                    <pub-id pub-id-type="pmcid">PMC8660789</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref15">
                <mixed-citation publication-type="book">
                    <collab>World Health Organization</collab>:
                    <source>

                        <italic toggle="yes">High rates of unintended pregnancies linked to gaps in family planning services: New WHO study 2019.</italic>
</source>
                    <publisher-loc>Geneva</publisher-loc>:
                    <publisher-name>WHO</publisher-name>;<year>2019 [cited 2024 Jan 27]</year>.
                    <ext-link ext-link-type="uri" xlink:href="https://www.who.int/news-room/detail/">Reference Source</ext-link>
                </mixed-citation>
            </ref>
        </ref-list>
    </back>
    <sub-article article-type="reviewer-report" id="report479251">
        <front-stub>
            <article-id pub-id-type="doi">10.5256/f1000research.184126.r479251</article-id>
            <title-group>
                <article-title>Reviewer response for version 1</article-title>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author">
                    <name>
                        <surname>Sani</surname>
                        <given-names>Jamilu</given-names>
                    </name>
                    <xref ref-type="aff" rid="r479251a1">1</xref>
                    <role>Referee</role>
                </contrib>
                <aff id="r479251a1">
                    <label>1</label>Federal University Birnin Kebbi, Birnin Kebbi, Kebbi, Nigeria</aff>
            </contrib-group>
            <author-notes>
                <fn fn-type="conflict">
                    <p>
                        <bold>Competing interests: </bold>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>28</day>
                <month>4</month>
                <year>2026</year>
            </pub-date>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2026 Sani J</copyright-statement>
                <copyright-year>2026</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access peer review report distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <related-article ext-link-type="doi" id="relatedArticleReport479251" related-article-type="peer-reviewed-article" xlink:href="10.12688/f1000research.167050.1"/>
            <custom-meta-group>
                <custom-meta>
                    <meta-name>recommendation</meta-name>
                    <meta-value>approve-with-reservations</meta-value>
                </custom-meta>
            </custom-meta-group>
        </front-stub>
        <body>
            <p>
                <list list-type="bullet">
                    <list-item>
                        <p>In the results and discussion sections, the authors report values that appear to be Beta coefficients (showing negative values) rather than Odds Ratios (OR/AOR). For a logistic regression analyzing "factors associated with," reporting Adjusted Odds Ratios with 95% Confidence Intervals is the standard. Negative lower bounds in a confidence interval are mathematically impossible for Odds Ratios; this suggests a confusion in reporting that could mislead readers.</p>
                    </list-item>
                    <list-item>
                        <p>A sample of n=198 for a state-wide study is quite small. While the authors used a formula to justify this, the resulting power of the study is limited. This is evidenced by the very wide confidence intervals, which suggest that the estimates for certain variables (like marital status) may be unstable.</p>
                    </list-item>
                </list> 
                <list list-type="bullet">
                    <list-item>
                        <p>The study asks women about past pregnancies to determine "unintended" status. This introduces significant recall bias, as women often rationalize an initially unwanted pregnancy as "intended" once the child is born and bonded (ex post rationalization). The authors discuss this, but it should be explicitly listed as a primary limitation in the methodology.</p>
                    </list-item>
                    <list-item>
                        <p>There is a lack of clarity between "mistimed" and "unwanted" pregnancies. The LMUP tool categorizes these well, but the paper would benefit from a more granular breakdown of these two categories, as the policy interventions for a woman who wanted a child "later" are different from those for a woman who wanted "no more children."</p>
                    </list-item>
                </list> 
                <list list-type="bullet">
                    <list-item>
                        <p>While the study is "mixed-methods," the integration of the two data types is somewhat superficial. The qualitative findings (son preference, polygamy rivalry) are fascinating but are not deeply linked back to the specific quantitative variables. For example, did the survey measure the number of existing male children? If so, linking that quantitative data to the qualitative "son preference" finding would create a much stronger "mixed-method" argument.</p>
                    </list-item>
                    <list-item>
                        <p>The qualitative KIIs were conducted with high-ranking officials (Permanent Secretary, FP Coordinator). While this provides a systemic view, it misses the "ground-level" perspective of frontline health workers or the women themselves, who might provide more candid insights into why they avoid clinics.</p>
                    </list-item>
                </list> 
                <list list-type="bullet">
                    <list-item>
                        <p>The analysis does not seem to control for "Knowledge of Contraceptives" or "Partner Approval" in the quantitative model, despite these being highlighted as major themes in the qualitative section. Including these in the regression would have provided a more robust view of the predictors.</p>
                    </list-item>
                    <list-item>
                        <p>Osun State has unique socio-cultural and religious dynamics. The paper claims relevance to Nigeria at large, but given the small sample and the specific religious findings (Christian/Muslim dynamics), the authors should be more cautious about extrapolating these results to the Northern or Deep Southern regions of Nigeria.</p>
                    </list-item>
                </list> 
                <list list-type="bullet">
                    <list-item>
                        <p>The recommendation for "tailored health education" is a standard academic trope. To be truly impactful, the authors should suggest 
                            <italic>how</italic> to tailor it&#x2014;for example, using faith-based leaders to address the "promiscuity" stigma identified in the qualitative results.</p>
                    </list-item>
                    <list-item>
                        <p>The discussion compares results with studies from Ethiopia and South Africa but lacks a robust comparison with recent Demographic and Health Survey (DHS) data from Nigeria, which would provide a better benchmark for the Osun-specific prevalence rate.</p>
                    </list-item>
                </list>
            </p>
            <p>Is the work clearly and accurately presented and does it cite the current literature?</p>
            <p>Partly</p>
            <p>If applicable, is the statistical analysis and its interpretation appropriate?</p>
            <p>No</p>
            <p>Are all the source data underlying the results available to ensure full reproducibility?</p>
            <p>Yes</p>
            <p>Is the study design appropriate and is the work technically sound?</p>
            <p>Partly</p>
            <p>Are the conclusions drawn adequately supported by the results?</p>
            <p>Partly</p>
            <p>Are sufficient details of methods and analysis provided to allow replication by others?</p>
            <p>Yes</p>
            <p>Reviewer Expertise:</p>
            <p>Demography and Population Studies.</p>
            <p>I confirm that I have read this submission and believe that I have an appropriate level of expertise to confirm that it is of an acceptable scientific standard, however I have significant reservations, as outlined above.</p>
        </body>
    </sub-article>
</article>
