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  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">Oalib</journal-id>
      <journal-title-group>
        <journal-title>Open Access Library Journal</journal-title>
      </journal-title-group>
      <issn pub-type="epub">2333-9721</issn>
      <issn pub-type="ppub">2333-9705</issn>
      <publisher>
        <publisher-name>Scientific Research Publishing</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.4236/oalib.1115482</article-id>
      <article-id pub-id-type="publisher-id">Oalib-152014</article-id>
      <article-categories>
        <subj-group>
          <subject>Article</subject>
        </subj-group>
        <subj-group>
          <subject>Biomedical</subject>
          <subject>Life Sciences</subject>
          <subject>Business</subject>
          <subject>Economics</subject>
          <subject>Chemistry</subject>
          <subject>Materials Science</subject>
          <subject>Computer Science</subject>
          <subject>Communications</subject>
          <subject>Earth</subject>
          <subject>Environmental Sciences</subject>
          <subject>Engineering</subject>
          <subject>Medicine</subject>
          <subject>Healthcare</subject>
          <subject>Physics</subject>
          <subject>Mathematics</subject>
          <subject>Social Sciences</subject>
          <subject>Humanities</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Uptake of Long-Acting Reversible Contraceptives among Women of Childbearing Age Accessing Family Planning Services in Mwansabombwe District, Zambia</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author" corresp="yes">
          <name name-style="western">
            <surname>Mbewe</surname>
            <given-names>Hellen</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Ngoma</surname>
            <given-names>Catherine</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">0009-0006-9325-5943</contrib-id>
          <name name-style="western">
            <surname>Simuyemba</surname>
            <given-names>Chisha Jones</given-names>
          </name>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Wahila</surname>
            <given-names>Ruth</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Nanyangwe</surname>
            <given-names>Mpunga Marvel</given-names>
          </name>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Mweempwa</surname>
            <given-names>Janet Mazuba</given-names>
          </name>
          <xref ref-type="aff" rid="aff4">4</xref>
        </contrib>
      </contrib-group>
      <aff id="aff1"><label>1</label> Department of Midwifery, Women and Child’s Health, The University of Zambia, Lusaka, Zambia </aff>
      <aff id="aff2"><label>2</label> Department of Health Service Management, National Institute of Public Administration, Lusaka, Zambia </aff>
      <aff id="aff3"><label>3</label> Department of Maternal and Child Health, Kanyama Level One Hospital, Lusaka, Zambia </aff>
      <aff id="aff4"><label>4</label> Department of Clinical and Basic Nursing Sciences, Eden University, Lusaka, Zambia </aff>
      <author-notes>
        <fn fn-type="conflict" id="fn-conflict">
          <p>The authors declare no conflict of interest regarding the publication of this article.</p>
        </fn>
      </author-notes>
      <pub-date pub-type="epub">
        <day>05</day>
        <month>06</month>
        <year>2026</year>
      </pub-date>
      <pub-date pub-type="collection">
        <month>06</month>
        <year>2026</year>
      </pub-date>
      <volume>13</volume>
      <issue>06</issue>
      <fpage>1</fpage>
      <lpage>18</lpage>
      <history>
        <date date-type="received">
          <day>15</day>
          <month>05</month>
          <year>2026</year>
        </date>
        <date date-type="accepted">
          <day>20</day>
          <month>06</month>
          <year>2026</year>
        </date>
        <date date-type="published">
          <day>23</day>
          <month>06</month>
          <year>2026</year>
        </date>
      </history>
      <permissions>
        <copyright-statement>© 2026 by the authors and Scientific Research Publishing Inc.</copyright-statement>
        <copyright-year>2026</copyright-year>
        <license license-type="open-access">
          <license-p> This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license ( <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">https://creativecommons.org/licenses/by/4.0/</ext-link> ). </license-p>
        </license>
      </permissions>
      <self-uri content-type="doi" xlink:href="https://doi.org/10.4236/oalib.1115482">https://doi.org/10.4236/oalib.1115482</self-uri>
      <abstract>
        <p><bold>Introduction:</bold> Family planning remains a critical component of reproductive health and a key strategy for improving maternal and child health outcomes. In Zambia, efforts to expand access to modern contraceptive methods have contributed to increased utilization; however, disparities persist in the use of highly effective methods among women of reproductive age. This study assessed the factors influencing the uptake of long-acting reversible contraceptives (LARC) among women of reproductive age in Mwansabombwe District, Zambia. <bold>Method:</bold> An analytical cross-sectional study design was employed, involving 200 women aged 15 - 49 years who were accessing family planning services at selected health facilities. Data were collected using a structured questionnaire and analyzed using Statistical Package for the Social Sciences (SPSS) version 26. Descriptive statistics were used to summarize variables, while inferential statistics, including Chi-square tests and binary logistic regression, were used to determine associations and predictors of LARC uptake. <bold>Results:</bold> The findings revealed that 51.5% of respondents were using LARC methods, with implants being the most commonly utilized method (68.9%), followed by intrauterine contraceptive devices (31.1%). Overall, 88.5% of respondents had adequate knowledge about LARC; however, detailed knowledge of specific methods was limited. Despite adequate knowledge levels, 66.0% of respondents exhibited negative attitudes towards LARC, largely due to misconceptions such as fear of infertility, pain, and side effects. Inferential analysis showed that knowledge (p &lt; 0.001) and attitude (p &lt; 0.001) were significantly associated with LARC uptake. Multivariable logistic regression analysis identified knowledge (AOR = 12.4; p &lt; 0.001) and positive attitude (AOR = 3.1; p = 0.011) as independent predictors of LARC utilization. Socio-demographic factors and distance to health facilities were not significant predictors after adjustment. <bold>Conclusion:</bold> The study concludes that LARC uptake in Mwansabombwe District is moderate and is primarily influenced by knowledge and attitudes. Interventions aimed at improving comprehensive knowledge and addressing misconceptions about LARC are essential to enhance utilization. Strengthening community education and counseling services is recommended to promote informed decision-making and increase uptake of long-acting contraceptive methods.</p>
      </abstract>
      <kwd-group kwd-group-type="author-generated" xml:lang="en">
        <kwd>Uptake of LARC</kwd>
        <kwd>Knowledge</kwd>
        <kwd>Attitude</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec1">
      <title>1. Introduction</title>
      <p>Long-acting reversible contraceptives (LARC), including intrauterine devices (IUDs) and contraceptive implants, are among the most effective methods of preventing unintended pregnancies due to their high efficacy, safety, and prolonged duration of action. Globally, uptake of LARC remains relatively low despite strong evidence of their effectiveness in preventing unintended pregnancies. Although the use of modern contraceptive methods has increased, the method mix continues to be dominated by short-term methods, particularly in low- and middle-income countries [<xref ref-type="bibr" rid="B1">1</xref>]-[<xref ref-type="bibr" rid="B3">3</xref>]. Intrauterine devices and implants account for a relatively modest proportion of contraceptive use globally, estimated at approximately 14%, with considerable variation across region [<xref ref-type="bibr" rid="B4">4</xref>][<xref ref-type="bibr" rid="B5">5</xref>]. This imbalance contributes to persistent unmet need for effective contraception and ongoing reproductive health challenges. LARC methods, including IUDs and subdermal implants, provide long-term, reversible protection with minimal user dependence and have failure rates of less than 1%, making them among the most effective contraceptive options available [<xref ref-type="bibr" rid="B3">3</xref>][<xref ref-type="bibr" rid="B6">6</xref>]. These methods offer protection for periods ranging from three to ten years depending on the type and require minimal follow-up, making them particularly suitable for women in resource-limited and rural settings. More recent evidence indicates that increased access to LARC is associated with significant reductions in unintended pregnancies, repeat births, and unsafe abortions, particularly among adolescents and young women [<xref ref-type="bibr" rid="B7">7</xref>][<xref ref-type="bibr" rid="B8">8</xref>].</p>
      <p>Despite these advantages, utilization of LARC remains particularly low in sub-Saharan Africa, where uptake is often below 10% in many settings, with some countries reporting levels as low as 2 - 5% [<xref ref-type="bibr" rid="B7">7</xref>][<xref ref-type="bibr" rid="B8">8</xref>]. This low utilization is influenced by a combination of individual, socio-cultural, and health system factors. Recent evidence highlights barriers such as limited knowledge, misconceptions about side effects, fear of infertility, partner influence, and prevailing cultural norms as key determinants of contraceptive choice [<xref ref-type="bibr" rid="B1">1</xref>][<xref ref-type="bibr" rid="B2">2</xref>]. In addition, provider-related challenges, including inadequate counselling, limited technical capacity, and provider bias, continue to affect LARC provision and uptake [<xref ref-type="bibr" rid="B9">9</xref>][<xref ref-type="bibr" rid="B10">10</xref>]. Health system constraints such as stock-outs, shortages of trained personnel, and geographical barriers further restrict access to LARC services, particularly in rural areas [<xref ref-type="bibr" rid="B1">1</xref>][<xref ref-type="bibr" rid="B2">2</xref>].</p>
      <p>In Zambia, although the modern contraceptive prevalence rate has improved to approximately 52%, the method mix remains skewed towards short-term methods, particularly injectables [<xref ref-type="bibr" rid="B11">11</xref>]. LARC utilization remains comparatively low, with implants accounting for about 8% and intrauterine devices less than 2% of contraceptive use [<xref ref-type="bibr" rid="B12">12</xref>]. Other studies conducted in Zambia report LARC uptake ranging between 6% and 12% among women of reproductive age [<xref ref-type="bibr" rid="B9">9</xref>][<xref ref-type="bibr" rid="B10">10</xref>][<xref ref-type="bibr" rid="B13">13</xref>]. These findings indicate that increased contraceptive coverage has not translated into proportional uptake of more effective long-term methods.</p>
      <p>To address this gap, the Government of Zambia has implemented several strategies under the Zambia Integrated Family Planning Costed Implementation Plan (2021-2026) aimed at increasing access to and utilization of LARC. These include scaling up training of healthcare providers in LARC service delivery, strengthening supply chain systems to ensure consistent availability of commodities, expanding outreach services to rural and underserved communities, and integrating family planning services into maternal and child health programs [<xref ref-type="bibr" rid="B14">14</xref>]. Additional interventions include community-based distribution of contraceptives, behaviour change communication to address misconceptions, and promoting male involvement in reproductive health decision-making [<xref ref-type="bibr" rid="B1">1</xref>][<xref ref-type="bibr" rid="B10">10</xref>]. Despite these efforts, uptake of LARC remains comparatively low, and short-term methods continue to dominate contraceptive use [<xref ref-type="bibr" rid="B1">1</xref>][<xref ref-type="bibr" rid="B12">12</xref>]. In rural districts such as Mwansabombwe, geographical barriers, limited access to accurate information, and socio-cultural influences further constrain the utilization of LARC. Although services are available within the public health system, utilization remains suboptimal, suggesting that availability alone does not guarantee uptake. There is therefore a need to generate context-specific evidence to better understand the factors influencing LARC utilization and to inform targeted interventions aimed at improving uptake in such settings.</p>
    </sec>
    <sec id="sec2">
      <title>2. Materials and Methods</title>
      <sec id="sec2dot1">
        <title>2.1. Study Design, Setting, and Participants</title>
        <p>A cross-sectional study design was used to assess the uptake of LARC among women of childbearing age accessing family planning services. The study was conducted at Mwansabombwe district health facilities, Luapula Province. It is a rural area with people of different characteristics and education levels. It is densely populated with lots of women. The health facilities in Mwansabombwe district were chosen on the basis that they are all in a rural setup where women often face limited access to healthcare services and reproductive health information. Sociocultural beliefs, low awareness, and healthcare barriers may also influence the use of LARC methods. Studying these communities provides valuable evidence for improving family planning services and maternal health outcomes. The facilities included Kazembe, Mukamba, Salanga and Chipunka. The selected health facilities are all situated in rural areas with one common referral center being Mbereshi General Hospital. These are also facilities providing FP services as well as other maternal and child health services. Only study respondents living in Mwansabombwe district for a period of 2 months and above accessing family planning services were included in the study. Consent was obtained from respondents who were 18 years and above before the commencement of the study and only those who agreed to participate in the study were included. For participants aged 15 - 17 years, written assent was obtained from the adolescents in addition to written permission from a parent or legal guardian, in accordance with the requirements approved by the University of Zambia Biomedical Research Ethics Committee (UNZABREC REF. No. 6753-2025). Respondents were within the recommended age group (15 to 49 years). Respondents who were enrolled in other clinical studies or interventions that might have influenced contraceptive use or bias the results, were not allowed to participate in the study. The sampling frame was generated from the Family Planning SmartCare registers, which provided a comprehensive list of eligible women receiving family planning services. Each eligible individual was assigned a unique identification number, and respondents were selected using a computer-generated random number sequence, ensuring that every member of the population had an equal probability of selection. Proportionate stratified sampling was used to distribute the total sample size of 227 respondents across the four selected study sites in Mwansabombwe District. The allocation was based on the proportion of women utilizing family planning services in each site relative to the total population (N = 8,294), as obtained from the Family Planning SmartCare registers. Accordingly, the sample was distributed as follows: Kazembe (n = 108), Mukamba (n = 39), Salanga (n = 42), and Chipunka (n = 38). This approach ensured that each site was represented in the sample in proportion to its population size, thereby enhancing the representativeness of the study findings. A total sample size of 227 women was initially planned and proportionately allocated across the selected health facilities. During data collection, 214 eligible women were approached and invited to participate in the study. Of these, 200 women consented and completed the interviews, giving a response rate of 93.5%. Fourteen eligible women declined participation mainly because of lack of time or personal reasons. In addition, questionnaires with substantial incomplete responses were excluded from the final analysis to ensure data quality and completeness. Therefore, the final analysis included 200 respondents.</p>
      </sec>
      <sec id="sec2dot2">
        <title>2.2. Data Collection Procedure</title>
        <p>Ethical clearance and permission were sought from the University of Zambia Biomedical Research Ethics Committee (UNZABREC REF. No. 6753-2025) and data was collected over a period of 6 weeks from 1st January to 15<sup>th</sup> February, 2025. Participants were assured of anonymity and confidentiality by allowing them to answer questions in privacy individually after consenting to participate with their signature. The researcher administered a questionnaire in face-to-face interviews that lasted about 30 minutes. </p>
      </sec>
      <sec id="sec2dot3">
        <title>2.3. Instruments</title>
        <p>Data was collected using a questionnaire on the uptake of LARC, knowledge on LARC and attitude towards uptake of LARC. The questionnaire was adapted from the Uptake of LARC among Women of Reproductive Age Questionnaire validated by [<xref ref-type="bibr" rid="B15">15</xref>] and was further translated, pretested, and assessed for reliability within the local study setting. It was a reliable and valid instrument with the Cronbach’s alpha values of 0.76, 0.82 and 0.77 for each section of the questionnaire. The tool was used in studies conducted by Mahfouz, <italic>et al</italic>., [<xref ref-type="bibr" rid="B16">16</xref>] and Bekele, <italic>et al</italic>., [<xref ref-type="bibr" rid="B17">17</xref>], in Saudi Arabia and Ethiopia respectively. No permission was required to use the adopted questionnaire as it was listed under creative common by the developer. The tool was translated in local language (Bemba) for easy understanding and use by the respondents. Thereafter, back translation of the tool to English was done. As it was listed under creative common by the researcher. The adapted Bemba questionnaire was pretested among 20 women attending family planning services at a non-study health facility in Mwansabombwe District to assess clarity, comprehension, and cultural appropriateness. Minor revisions were made based on participant feedback. It comprised a series of closed ended questions and had four sections as follows; Section A had question on demographic data including; Sex, Age, Marital status, Income and level of Education. Section B assessed the uptake of LARC among women. The uptake of long-acting reversible contraceptives (LARC), knowledge regarding LARC, and attitudes towards LARC were assessed using composite scores derived from questionnaire responses. Section C assessed knowledge levels on LARC. Knowledge regarding LARC was assessed using structured questions on types, effectiveness, duration, reversibility, side effects, and eligibility. Correct responses were scored as 1 and incorrect or “don’t know” responses as 0, giving a total score ranging from 0 - 10. Respondents scoring at or above the mean score were classified as having adequate knowledge, while those below the mean were considered to have inadequate knowledge. The mean knowledge score among respondents was 7.8 ± 1.9 out of a possible 10 points, indicating generally high awareness regarding LARC methods. The median knowledge score was 8.0 (IQR: 7 - 9). Based on the established cut-off, 88.5% of respondents were categorized as having adequate knowledge. Section D assessed the attitude of women towards uptake of LARC. Attitude towards LARC was assessed using Likert-scale statements on perceptions, fears, beliefs, and acceptance of LARC methods. Responses were scored from 1 (strongly disagree) to 5 (strongly agree), with negatively worded items reverse coded. Total attitude scores ranged from 10 - 50, with higher scores indicating more positive attitudes. Respondents scoring at or above the median score were categorized as having a positive attitude, while those scoring below the median were classified as having a negative attitude. Attitude scores ranged from 12 to 47 out of a possible 50 points. The median attitude score was 28 (IQR: 24 - 33), suggesting generally unfavorable perceptions towards LARC among respondents. Using the median score as the classification threshold, 34.0% of respondents demonstrated positive attitudes, while 66.0% had negative attitudes toward LARC methods.</p>
      </sec>
      <sec id="sec2dot4">
        <title>2.4. Data Analysis</title>
        <p>Data were checked for completeness and consistency before analysis. Variables with missing responses were analyzed using available-case analysis; therefore, totals for some variables may not equal the overall sample size of 200. Missing data were minimal and resulted primarily from non-response to specific questionnaire items. Questionnaires with incomplete or inconsistent responses were reviewed and corrected where possible to ensure data quality. The cleaned data was coded and entered into the Statistical Package for the Social Sciences (SPSS) version 26 for analysis. Descriptive statistical analysis was conducted to summarize the characteristics of the respondents and key study variables. Frequencies and percentages were used to describe categorical variables such as socio-demographic characteristics, knowledge of LARC, attitudes towards LARC, and uptake of contraceptive methods. Inferential statistical analysis was performed to determine the association between independent variables and the uptake of LARC. The Chi-square test was used in the bivariate analysis to assess the relationship between LARC uptake and independent variables, knowledge level, and attitude towards LARC including socio-demographic factors. Conceptually important socio-demographic variables, including age, education level, and marital status, were retained in the model regardless of statistical significance because of their established relationship with contraceptive utilization in previous literature and their potential role as confounders. This helped to improve adjustment for confounding and enhance the validity of the estimated associations. Variables that showed statistical significance at the bivariate level (p ≤ 0.05) were included in a multivariable logistic regression model to identify independent predictors of LARC uptake while controlling for potential confounding factors. Given that the dependent variable (LARC uptake) is binary (high uptake versus low uptake), a binary logistic regression model was employed. The strength of association was measured using Odds Ratios (OR) with corresponding 95% Confidence Intervals (CI). A p-value of less than 0.05 was considered statistically significant. Knowledge scores ranged from 0 - 10, and the mean score of 7.8 was used as the cut-off for adequate knowledge because the data were approximately normally distributed. Respondents scoring ≥ 7.8 were classified as adequately knowledgeable. Attitude scores ranged from 10 - 50, and the median score of 28 was used as the cut-off for positive attitude because the data were not normally distributed. Respondents scoring ≥ 28 were categorized as having a positive attitude.</p>
      </sec>
    </sec>
    <sec id="sec3">
      <title>3. Results</title>
      <p>Although the final analytical sample consisted of 200 respondents, some variables had minor missing data due to incomplete responses for individual questionnaire items. Consequently, percentages for selected variables may not total exactly 100%, and category totals may differ slightly across tables. The interview was conducted with 200 participants of whom the age distribution of respondents was relatively young, with the highest proportion falling within the 35 - 39 age group (23.1%). Educational attainment varied considerably among respondents, with 31.5% having attained tertiary education, while a notable proportion (33.5%) had either no formal education or only completed primary education. Nearly half of the respondents were married (47.0%). The largest proportions were housewives (24.5%) and unemployed women (22.5%), suggesting substantial economic dependency among respondents. most respondents resided in remote areas located more than 10 km from a health facility (72.4%) (<bold>Table 1</bold>, <bold>Table 2</bold>); the uptake of LARC was slightly more than half (51.5%). This indicates a moderate level of uptake of LARC among women of reproductive age in the study area. Regarding knowledge, most respondents (88.5%) had adequate knowledge about LARC, while only 11.5% were inadequate knowledge. This suggests a generally high level of awareness and understanding of LARC among women in the study population. In terms of attitude, most respondents (66.0%) had a negative attitude towards LARC. </p>
      <p>Table 1. Socio-demographic characteristics of respondents (n = 200).</p>
      <table-wrap id="tbl1">
        <label>Table 1</label>
        <table>
          <tbody>
            <tr>
              <td>
                <bold>Variable</bold>
              </td>
              <td>
                <bold>Category</bold>
              </td>
              <td>
                <bold>Frequency (n)</bold>
              </td>
              <td>
                <bold>Percentage (%)</bold>
              </td>
            </tr>
            <tr>
              <td>
                <bold>Age Group</bold>
              </td>
              <td>15 - 19 years</td>
              <td>13</td>
              <td>6.5</td>
            </tr>
            <tr>
              <td>
              </td>
              <td>20 - 24 years</td>
              <td>33</td>
              <td>16.6</td>
            </tr>
            <tr>
              <td>
              </td>
              <td>25 - 29 years</td>
              <td>45</td>
              <td>22.6</td>
            </tr>
            <tr>
              <td>
              </td>
              <td>30 - 34 years</td>
              <td>40</td>
              <td>20.1</td>
            </tr>
            <tr>
              <td>
              </td>
              <td>35 - 39 years</td>
              <td>46</td>
              <td>23.1</td>
            </tr>
            <tr>
              <td>
              </td>
              <td>40 - 44 years</td>
              <td>15</td>
              <td>7.5</td>
            </tr>
            <tr>
              <td>
              </td>
              <td>45 - 49 years</td>
              <td>7</td>
              <td>3.5</td>
            </tr>
            <tr>
              <td>
                <bold>Education Level</bold>
              </td>
              <td>No formal education</td>
              <td>30</td>
              <td>15.2</td>
            </tr>
            <tr>
              <td>
              </td>
              <td>Primary</td>
              <td>36</td>
              <td>18.3</td>
            </tr>
            <tr>
              <td>
              </td>
              <td>Secondary</td>
              <td>69</td>
              <td>35.0</td>
            </tr>
            <tr>
              <td>
              </td>
              <td>College/University</td>
              <td>62</td>
              <td>31.5</td>
            </tr>
            <tr>
              <td>
                <bold>Marital Status</bold>
              </td>
              <td>Single</td>
              <td>74</td>
              <td>37.0</td>
            </tr>
            <tr>
              <td>
              </td>
              <td>Married</td>
              <td>94</td>
              <td>47.0</td>
            </tr>
            <tr>
              <td>
              </td>
              <td>Divorced</td>
              <td>19</td>
              <td>9.5</td>
            </tr>
            <tr>
              <td>
              </td>
              <td>Widowed</td>
              <td>13</td>
              <td>6.5</td>
            </tr>
            <tr>
              <td>
                <bold>Employment Status</bold>
              </td>
              <td>Unemployed</td>
              <td>45</td>
              <td>22.5</td>
            </tr>
            <tr>
              <td>
              </td>
              <td>Housewife</td>
              <td>49</td>
              <td>24.5</td>
            </tr>
            <tr>
              <td>
              </td>
              <td>Employed</td>
              <td>39</td>
              <td>19.5</td>
            </tr>
            <tr>
              <td>
              </td>
              <td>Student/Pupil</td>
              <td>39</td>
              <td>19.5</td>
            </tr>
            <tr>
              <td>
              </td>
              <td>Self-employed</td>
              <td>26</td>
              <td>13.0</td>
            </tr>
            <tr>
              <td>
              </td>
              <td>Other</td>
              <td>2</td>
              <td>1.0</td>
            </tr>
            <tr>
              <td>
                <bold>Distance to Facility</bold>
              </td>
              <td>
                Intermediate (
                <underline>&lt;</underline>
                10 km)
              </td>
              <td>55</td>
              <td>27.6</td>
            </tr>
            <tr>
              <td>
              </td>
              <td>Remote (&gt;10 km)</td>
              <td>144</td>
              <td>72.4</td>
            </tr>
          </tbody>
        </table>
      </table-wrap>
      <p>“Totals may vary because of missing responses.”</p>
      <p>Table 2. Overall uptake of long acting reversible contraceptives (n = 200).</p>
      <table-wrap id="tbl2">
        <label>Table 2</label>
        <table>
          <tbody>
            <tr>
              <td>
                <bold>Status</bold>
              </td>
              <td>
                <bold>Frequency (n)</bold>
              </td>
              <td>
                <bold>Percentage (%)</bold>
              </td>
            </tr>
            <tr>
              <td>Low uptake</td>
              <td>97</td>
              <td>48.5%</td>
            </tr>
            <tr>
              <td>High uptake</td>
              <td>103</td>
              <td>51.5%</td>
            </tr>
            <tr>
              <td colspan="3">
                <bold>Overall, Knowledge of</bold>
                <bold>Long Acting</bold>
                <bold>Reversible Contraceptives (n = 200)</bold>
              </td>
            </tr>
            <tr>
              <td>
                <bold>Category</bold>
              </td>
              <td>
                <bold>Frequency (n)</bold>
              </td>
              <td>
                <bold>Percentage (%)</bold>
              </td>
            </tr>
            <tr>
              <td>Adequate Knowledge</td>
              <td>177</td>
              <td>88.5%</td>
            </tr>
            <tr>
              <td>Inadequate knowledge</td>
              <td>23</td>
              <td>11.5%</td>
            </tr>
            <tr>
              <td colspan="3">
                <bold>Overall Attitude Towards LARC (n = 200)</bold>
              </td>
            </tr>
            <tr>
              <td>
                <bold>Category</bold>
              </td>
              <td>
                <bold>Frequency (n)</bold>
              </td>
              <td>
                <bold>Percentage (%)</bold>
              </td>
            </tr>
            <tr>
              <td>Positive attitude</td>
              <td>68</td>
              <td>34.0%</td>
            </tr>
            <tr>
              <td>Negative attitude</td>
              <td>132</td>
              <td>66.0%</td>
            </tr>
          </tbody>
        </table>
      </table-wrap>
      <p><bold>Table 3</bold> shows that most socio-demographic variables, including age group, education level, marital status, and employment status, were not significantly associated with LARC uptake (p &gt; 0.05). However, there was a noticeable trend indicating higher uptake among women aged 35 - 49 years. Distance to the health facility was significantly associated with LARC uptake (p = 0.018), with women residing closer to health facilities being more likely to utilize LARC methods. Additionally, knowledge level (p &lt; 0.001) and attitude towards LARC (p &lt; 0.001) were strongly associated with LARC uptake. </p>
      <p><bold>Table 4</bold> shows the binary logistic regression model was tested for multicollinearity, Hosmer and Lemeshow test of fitness for data, and omnibus test of model coefficients and classification accuracy. Results present the association between key study variables and LARC uptake. In the unadjusted analysis, knowledge level, attitude towards LARC, and distance to the health facility were significantly associated with LARC uptake. After adjusting for potential confounders, knowledge level and attitude towards LARC remained statistically significant predictors of LARC uptake. Conceptually important socio-demographic variables, including age, education level, and marital status, were retained in the model regardless of statistical significance because of their established relationship with contraceptive utilization in previous literature and their potential role as confounders. This helped to improve adjustment for confounding and enhance the validity of the estimated associations. Women who had adequate knowledge were significantly more likely to utilize LARC compared to those who had inadequate knowledge (AOR = 12.4; p &lt; 0.001). Similarly, respondents with a positive attitude were more likely to use LARC compared to those with negative attitudes (AOR = 3.1; p = 0.011). Distance to the health facility, although significant in the unadjusted analysis, was not statistically significant after adjustment (p = 0.828), indicating that its effect may be mediated through knowledge and attitudinal factors.</p>
      <p>Table 3. Association between independent variables and LARC uptake (n = 200).</p>
      <table-wrap id="tbl3">
        <label>Table 3</label>
        <table>
          <tbody>
            <tr>
              <td>
                <bold>Variable</bold>
              </td>
              <td>
                <bold>Category</bold>
              </td>
              <td>
                <bold>Non-</bold>
                <bold>User</bold>
                <bold>n (%)</bold>
              </td>
              <td>
                <bold>LARC User n (%)</bold>
              </td>
              <td>
                <bold>P-value</bold>
              </td>
            </tr>
            <tr>
              <td>
                <bold>Age Group</bold>
              </td>
              <td>15 - 24</td>
              <td>27 (57.4%)</td>
              <td>20 (42.6%)</td>
              <td>0.091</td>
            </tr>
            <tr>
              <td>
              </td>
              <td>25 - 34</td>
              <td>45 (52.9%)</td>
              <td>40 (47.1%)</td>
              <td>
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>35 - 49</td>
              <td>25 (36.8%)</td>
              <td>43 (63.2%)</td>
              <td>
              </td>
            </tr>
            <tr>
              <td>
                <bold>Education Level</bold>
              </td>
              <td>No formal/Primary</td>
              <td>42 (63.6%)</td>
              <td>24 (36.4%)</td>
              <td>0.094</td>
            </tr>
            <tr>
              <td>
              </td>
              <td>Secondary/Tertiary</td>
              <td>55 (41.0%)</td>
              <td>79 (59.0%)</td>
              <td>
              </td>
            </tr>
            <tr>
              <td>
                <bold>Marital Status</bold>
              </td>
              <td>Single</td>
              <td>45 (60.8%)</td>
              <td>29 (39.2%)</td>
              <td>0.121</td>
            </tr>
            <tr>
              <td>
              </td>
              <td>Married</td>
              <td>40 (42.6%)</td>
              <td>54 (57.4%)</td>
              <td>
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>Divorced/ Widowed</td>
              <td>12 (37.5%)</td>
              <td>20 (62.5%)</td>
              <td>
              </td>
            </tr>
            <tr>
              <td>
                <bold>Employment Status</bold>
              </td>
              <td>Not employed</td>
              <td>52 (55.3%)</td>
              <td>42 (44.7%)</td>
              <td>0.201</td>
            </tr>
            <tr>
              <td>
              </td>
              <td>Employed</td>
              <td>45 (42.5%)</td>
              <td>61 (57.5%)</td>
              <td>
              </td>
            </tr>
            <tr>
              <td>
                <bold>Distance to Facility</bold>
              </td>
              <td>&lt;10 km</td>
              <td>20 (36.4%)</td>
              <td>35 (63.6%)</td>
              <td>0.018*</td>
            </tr>
            <tr>
              <td>
              </td>
              <td>≥10 km</td>
              <td>77 (53.5%)</td>
              <td>68 (46.5%)</td>
              <td>
              </td>
            </tr>
            <tr>
              <td>
                <bold>Knowledge Level</bold>
              </td>
              <td>Inadequate knowledgeable</td>
              <td>18 (78.3%)</td>
              <td>5 (21.7%)</td>
              <td>&lt;0.001*</td>
            </tr>
            <tr>
              <td>
              </td>
              <td>Adequate knowledgeable</td>
              <td>79 (44.6%)</td>
              <td>98 (55.4%)</td>
              <td>
              </td>
            </tr>
            <tr>
              <td>
                <bold>Attitude</bold>
              </td>
              <td>Negative</td>
              <td>82 (62.1%)</td>
              <td>50 (37.9%)</td>
              <td>&lt;0.001*</td>
            </tr>
            <tr>
              <td>
              </td>
              <td>Positive</td>
              <td>15 (22.1%)</td>
              <td>53 (77.9%)</td>
              <td>
              </td>
            </tr>
            <tr>
              <td>
                <bold>Total</bold>
              </td>
              <td>
              </td>
              <td>
                <bold>97 (48.5%)</bold>
              </td>
              <td>
                <bold>103 (51.5%)</bold>
              </td>
              <td>
              </td>
            </tr>
          </tbody>
        </table>
      </table-wrap>
      <p>Table 4. Logistic regression analysis of factors associated with LARC uptake (n = 200).</p>
      <table-wrap id="tbl4">
        <label>Table 4</label>
        <table>
          <tbody>
            <tr>
              <td>
                <bold>Variable</bold>
              </td>
              <td>
                <bold>Category</bold>
              </td>
              <td>
                <bold>UOR (95% CI)</bold>
              </td>
              <td>
                <bold>P-value</bold>
              </td>
              <td>
                <bold>AOR (95% CI)</bold>
              </td>
              <td>
                <bold>P-value</bold>
              </td>
            </tr>
            <tr>
              <td>Knowledge Level</td>
              <td>Inadequate knowledge</td>
              <td>Ref</td>
              <td>
              </td>
              <td>Ref</td>
              <td>
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>Adequate knowledge</td>
              <td>24.9 (5.6 - 11.4)</td>
              <td>&lt;0.001*</td>
              <td>12.4 (3.5 - 44.6)</td>
              <td>
                <bold>&lt;0.001*</bold>
              </td>
            </tr>
            <tr>
              <td>Attitude towards LARC</td>
              <td>Negative</td>
              <td>Ref</td>
              <td>
              </td>
              <td>Ref</td>
              <td>
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>Positive</td>
              <td>5.7 (2.9 - 11.2)</td>
              <td>&lt;0.001*</td>
              <td>3.1 (1.30 - 7.38)</td>
              <td>
                <bold>0.011*</bold>
              </td>
            </tr>
            <tr>
              <td>Distance to Facility</td>
              <td>&lt;10 km</td>
              <td>Ref</td>
              <td>
              </td>
              <td>Ref</td>
              <td>
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>≥10 km</td>
              <td>0.46 (0.2 - 0.9)</td>
              <td>0.017*</td>
              <td>0.9 (0.4 - 2.2)</td>
              <td>0.828</td>
            </tr>
          </tbody>
        </table>
      </table-wrap>
      <p>CI = Confidence interval, UOR, AOR = Unadjusted and adjusted odd ratios.</p>
    </sec>
    <sec id="sec4">
      <title>4. Discussion of Findings</title>
      <sec id="sec4dot1">
        <title>4.1. Characteristics of the Study Sample</title>
        <p>The study involved women of reproductive age, with the majority of respondents falling within the age range of 25 - 39 years, representing the most active reproductive age group. This finding is consistent with the Zambia Demographic and Health Survey, which reported that contraceptive utilization is generally higher among women within peak reproductive ages because of increased fertility intentions, child spacing needs, and exposure to reproductive health information [<xref ref-type="bibr" rid="B12">12</xref>]. Similar findings have also been reported in recent studies conducted in sub-Saharan Africa, where women within this age category were more likely to seek family planning services compared to adolescents and older women [<xref ref-type="bibr" rid="B1">1</xref>][<xref ref-type="bibr" rid="B18">18</xref>]. The study further found variation in educational attainment among respondents, with a notable proportion having attained secondary and tertiary education. However, education level was not significantly associated with uptake of LARC in the present study. This finding differs from studies conducted in Ethiopia and Nigeria, where higher educational attainment was associated with increased utilization of long-acting contraceptive methods because educated women were more likely to access reproductive health information and make informed decisions regarding contraception [<xref ref-type="bibr" rid="B18">18</xref>][<xref ref-type="bibr" rid="B19">19</xref>]. The lack of association observed in the present study may suggest that educational attainment alone may not necessarily translate into utilization of LARC methods in rural settings where cultural beliefs, misconceptions, and community perceptions continue to influence contraceptive behaviour.</p>
        <p>Regarding marital status, nearly half of the respondents were married, although marital status was not significantly associated with uptake of LARC. Comparable findings have been reported in some low-resource settings where contraceptive utilization was found to be more strongly influenced by behavioural and psychosocial factors than by marital status alone [<xref ref-type="bibr" rid="B19">19</xref>]. However, this finding contrasts with demographic studies which reported higher contraceptive utilization among married women because of increased fertility planning and partner communication regarding family planning [<xref ref-type="bibr" rid="B20">20</xref>]. The absence of a significant association in the present study may indicate that decisions regarding LARC utilization are influenced by multiple interacting factors beyond marital relationships alone.</p>
        <p>The study also showed that the largest proportion of respondents were either housewives or unemployed, suggesting substantial economic dependency among respondents. However, employment status was not significantly associated with uptake of LARC. This finding is inconsistent with studies conducted in low- and middle-income countries where employed women were more likely to utilize contraceptive methods because of improved financial independence and access to health information [<xref ref-type="bibr" rid="B1">1</xref>]. In the current study, this finding may suggest that economic activity alone does not necessarily determine utilization of LARC methods when knowledge, attitudes, and perceptions regarding contraception remain major influencing factors.</p>
        <p>Most respondents resided in remote areas located more than 10 km from a health facility. Distance to the health facility was significantly associated with uptake of LARC at the bivariate level, although this association was not statistically significant after adjustment for confounding factors. Similar findings have been reported by the World Health Organization, which emphasizes that geographical access alone may not guarantee utilization of reproductive health services unless accompanied by adequate information, counselling, and positive perceptions towards available services [<xref ref-type="bibr" rid="B1">1</xref>]. This finding suggests that although physical accessibility may initially influence utilization, behavioural factors such as knowledge and attitudes may have a stronger influence on uptake of LARC among women of reproductive age. These findings may further be interpreted within the context of the Health Belief Model, which proposes that health-related behaviours are influenced by perceived benefits and barriers associated with a health intervention [<xref ref-type="bibr" rid="B21">21</xref>][<xref ref-type="bibr" rid="B22">22</xref>]. In the present study, socio-demographic and structural factors alone did not independently influence uptake of LARC, suggesting that women’s perceptions, beliefs, and understanding regarding LARC methods may have had a stronger influence on utilization than background characteristics alone.</p>
      </sec>
      <sec id="sec4dot2">
        <title>4.2. Uptake of Long-Acting Reversible Contraceptives</title>
        <p>The study found that 51.5% of respondents were utilizing long-acting reversible contraceptives (LARCs), indicating a moderate level of uptake among women of reproductive age in Mwansabombwe District. Although this level appears relatively higher than estimates reported in several sub-Saharan African countries, a substantial proportion of respondents (48.5%) were still not utilizing LARC methods. This suggests that despite progress in contraceptive access and awareness, utilization of effective long-term contraceptive methods remains below optimal levels. According to the World Health Organization and the United Nations Population Fund, uptake of long-acting contraceptive methods remains low in many low- and middle-income countries despite their effectiveness in preventing unintended pregnancies and reducing maternal health risks [<xref ref-type="bibr" rid="B1">1</xref>][<xref ref-type="bibr" rid="B2">2</xref>]. Similarly, the Zambia Demographic and Health Survey reported that although modern contraceptive utilization has improved nationally, short-term contraceptive methods continue to dominate the contraceptive method mix [<xref ref-type="bibr" rid="B12">12</xref>].</p>
        <p>The findings further showed that implants were the most commonly utilized LARC method, while IUCD utilization remained comparatively lower. Similar findings have been reported in recent studies conducted in Ethiopia and Kenya, where implants were preferred because they are more widely available, easier to insert, and associated with fewer misconceptions compared to IUCDs [<xref ref-type="bibr" rid="B18">18</xref>]. Likewise, Weldekiros <italic>et al.</italic> [<xref ref-type="bibr" rid="B23">23</xref>] reported that fear of side effects, misinformation, and inadequate counselling contributed to lower uptake of IUCDs compared to implants among women of reproductive age. The World Health Organization further emphasizes that provider preference, quality of counselling, and prevailing community perceptions significantly influence contraceptive method choice [<xref ref-type="bibr" rid="B1">1</xref>]. Therefore, the lower utilization of IUCDs observed in the current study may be associated with misconceptions regarding infertility, fear of pain during insertion, concerns about side effects, and inadequate information regarding the safety and effectiveness of the method.</p>
        <p>The study also demonstrated that uptake of LARC was significantly associated with women’s knowledge and attitudes toward long-acting contraceptive methods. Women who had adequate knowledge and positive attitudes towards LARC were more likely to utilize these methods compared to those with inadequate knowledge and negative perceptions. Similar findings have been reported in recent studies conducted in sub-Saharan Africa, where awareness, perception of benefits, confidence in contraceptive safety, and exposure to counselling significantly influenced uptake of long-acting contraceptive methods [<xref ref-type="bibr" rid="B18">18</xref>][<xref ref-type="bibr" rid="B23">23</xref>]. These findings suggest that utilization of LARC is influenced not only by service availability but also by behavioural and psychosocial factors that shape women’s perceptions and decision-making regarding contraception.</p>
        <p>The findings may further be interpreted using the Health Belief Model, which proposes that individuals are more likely to adopt preventive health behaviours when they perceive the benefits of an intervention to outweigh the potential barriers [<xref ref-type="bibr" rid="B21">21</xref>][<xref ref-type="bibr" rid="B22">22</xref>]. Women who perceive LARC methods as safe, effective, and convenient may therefore be more willing to utilize them. However, fear of side effects, infertility, pain during insertion, and misconceptions surrounding long-acting methods may continue to discourage uptake despite awareness of the methods. Similar observations were reported by Weldekiros <italic>et al.</italic> [<xref ref-type="bibr" rid="B23">23</xref>], who found that misconceptions and fear of adverse effects remained major barriers to utilization of long-acting contraceptive methods among women of reproductive age. These findings underscore the importance of strengthening counselling services, improving reproductive health education, promoting community awareness, and addressing misconceptions surrounding LARC methods in order to improve utilization among women of reproductive age.</p>
      </sec>
      <sec id="sec4dot3">
        <title>4.3. Knowledge of Long-Acting Reversible Contraceptives and Uptake</title>
        <p>The study revealed that most respondents had adequate knowledge regarding long-acting reversible contraceptives (LARC), indicating a generally high level of awareness among women of reproductive age in Mwansabombwe District. Despite this relatively high level of awareness, important gaps remained in detailed and method-specific knowledge, particularly regarding identification of implants and intrauterine contraceptive devices (IUCDs). Similar findings have been reported in studies conducted in sub-Saharan Africa, where women demonstrated general awareness of contraceptive methods but limited understanding of specific LARC methods and their mechanisms of action [<xref ref-type="bibr" rid="B1">1</xref>][<xref ref-type="bibr" rid="B23">23</xref>]. Studies conducted in Ethiopia further reported that women may have heard about LARC methods without having sufficient information required for informed contraceptive decision-making [<xref ref-type="bibr" rid="B18">18</xref>].</p>
        <p>Inferential analysis in the current study showed that knowledge was significantly associated with uptake of LARC (p &lt; 0.001), and women who had adequate knowledge were significantly more likely to utilize LARC methods compared to those with inadequate knowledge (AOR = 12.4). Similar findings have been reported in studies conducted in Ethiopia and Nigeria, where adequate contraceptive knowledge was identified as an important predictor of LARC utilization among women of reproductive age [<xref ref-type="bibr" rid="B18">18</xref>][<xref ref-type="bibr" rid="B19">19</xref>]. These findings suggest that women who understand the effectiveness, reversibility, duration of action, and benefits of LARC methods are more likely to adopt and utilize these contraceptive methods. The findings may further be explained using the Health Belief Model, which proposes that individuals are more likely to engage in preventive health behaviours when they perceive benefits associated with an intervention and when perceived barriers are minimized [<xref ref-type="bibr" rid="B21">21</xref>][<xref ref-type="bibr" rid="B22">22</xref>]. Women with adequate knowledge may therefore better appreciate the effectiveness, safety, and long-term benefits of LARC methods, thereby increasing the likelihood of utilization. The World Health Organization similarly emphasizes that accurate contraceptive knowledge positively influences informed decision-making and uptake of modern contraceptive methods [<xref ref-type="bibr" rid="B1">1</xref>].</p>
        <p>However, evidence from recent studies also indicates that knowledge gaps and misconceptions regarding the safety and benefits of LARC methods continue to affect utilization. Gupta <italic>et al.</italic> [<xref ref-type="bibr" rid="B24">24</xref>] and Abrahams <italic>et al.</italic> [<xref ref-type="bibr" rid="B25">25</xref>] reported that inadequate counselling, misconceptions regarding side effects, and limited understanding of available LARC methods remained important barriers to uptake among women of reproductive age. These studies further emphasized that strengthening contraceptive counselling and improving reproductive health education are necessary for improving utilization of long-acting contraceptive methods.</p>
        <p>Despite the relatively high levels of knowledge observed in the current study, uptake of LARC remained moderate. This suggests that knowledge alone may not be sufficient to influence contraceptive behaviour. Other behavioural and psychosocial factors, particularly attitudes, misconceptions, fear of side effects, and social influences, may continue to affect women’s decisions regarding LARC utilization. These findings therefore indicate that while knowledge is an important enabling factor for LARC uptake, comprehensive interventions addressing both informational and behavioural barriers are necessary to improve utilization among women of reproductive age.</p>
      </sec>
      <sec id="sec4dot4">
        <title>4.4. Attitudes of Women towards Long-Acting Reversible Contraceptives and Uptake</title>
        <p>The study observed that most respondents had negative attitudes towards long-acting reversible contraceptives (LARC). Specifically, 66.0% of respondents demonstrated negative perceptions towards these methods. The negative attitudes were mainly associated with misconceptions regarding infertility, fear of pain during insertion, side effects, and concerns regarding the suitability and safety of the methods. These findings are consistent with studies conducted in Zambia and other sub-Saharan African countries, where myths, misconceptions, and fear of side effects were identified as major barriers to contraceptive utilization [<xref ref-type="bibr" rid="B1">1</xref>][<xref ref-type="bibr" rid="B26">26</xref>]. Similar findings have also been reported in studies conducted in Ethiopia and Kenya, where negative perceptions towards LARC significantly influenced women’s willingness to adopt long-acting contraceptive methods [<xref ref-type="bibr" rid="B17">17</xref>][<xref ref-type="bibr" rid="B23">23</xref>]. This suggests that negative attitudes towards LARC remain deeply rooted within communities and may continue to limit uptake despite increasing awareness of modern contraceptive methods.</p>
        <p>Inferential analysis in the current study showed that attitude was highly significantly associated with uptake of LARC (p &lt; 0.001), and women with positive attitudes were more likely to utilize LARC methods compared to those with negative attitudes (AOR = 3.1). Similar findings have been reported by Gashaye <italic>et al.</italic> [<xref ref-type="bibr" rid="B27">27</xref>] and Mare <italic>et al.</italic> [<xref ref-type="bibr" rid="B28">28</xref>], who found that positive perceptions regarding the effectiveness, convenience, and safety of LARC methods significantly increased the likelihood of utilization among women of reproductive age. These findings suggest that attitude is an important behavioural determinant of contraceptive utilization. Even when women are knowledgeable about contraceptive methods, negative beliefs, fears, and misconceptions may still discourage them from adopting LARC methods.</p>
        <p>The findings may further be explained using the Health Belief Model, which proposes that individuals are less likely to adopt preventive health behaviours when they perceive significant barriers associated with an intervention [<xref ref-type="bibr" rid="B21">21</xref>][<xref ref-type="bibr" rid="B22">22</xref>]. In the current study, misconceptions regarding infertility, pain during insertion, and side effects may represent perceived barriers that discourage women from utilizing LARC methods despite awareness of their benefits. Women who perceive LARC methods as safe, effective, and beneficial may therefore be more willing to adopt them compared to those with negative perceptions. Similar observations have been reported in studies conducted in Zambia and other sub-Saharan African settings, where myths and misconceptions negatively influenced contraceptive uptake [<xref ref-type="bibr" rid="B1">1</xref>][<xref ref-type="bibr" rid="B26">26</xref>].</p>
        <p>These findings therefore highlight the importance of addressing myths and misconceptions surrounding LARC methods through strengthened health education, counselling services, and community sensitization programmes. Improving women’s attitudes towards LARC, as well as involving male partners and communities in reproductive health education, may contribute significantly towards increasing utilization of long-acting reversible contraceptive methods among women of reproductive age.</p>
      </sec>
    </sec>
    <sec id="sec5">
      <title>5. Conclusion</title>
      <p>The study found that uptake of long-acting reversible contraceptives (LARCs) among women of reproductive age in Mwansabombwe District was moderate, with implants being the most commonly used method. Adequate knowledge and positive attitudes towards LARC were significantly associated with LARC uptake, while socio-demographic factors and distance to health facilities were not independently associated after adjustment. Negative attitudes and misconceptions about LARCs were associated with lower utilization. These findings suggest that improving comprehensive knowledge and addressing misconceptions regarding LARC methods may help improve uptake among women of reproductive age in rural Zambia.</p>
    </sec>
    <sec id="sec6">
      <title>6. Recommendations</title>
      <sec id="sec6dot1">
        <title>6.1. Ministry of Health</title>
        <p>The Ministry of Health should strengthen reproductive health education programs with a focus on improving accurate knowledge and addressing misconceptions related to LARC. Interventions should prioritise behaviour change communication strategies that aim to influence attitudes and perceptions. Integrating LARC education into existing maternal and child health services may further improve uptake.</p>
      </sec>
      <sec id="sec6dot2">
        <title>6.2. Mwansabombwe District Health Office</title>
        <p>The District Health Office should enhance the capacity of healthcare providers through regular training in client-centered counselling, with emphasis on LARC methods. Training should focus on improving communication skills, addressing myths and misconceptions, and promoting positive attitudes among clients. In addition, outreach services should be strengthened to improve access for women living in remote areas.</p>
      </sec>
      <sec id="sec6dot3">
        <title>6.3. Researchers</title>
        <p>Future studies should explore the underlying reasons for negative attitudes towards LARC using qualitative research approaches. There is also a need for longitudinal studies to assess changes in knowledge, attitudes, and utilization over time. Research focusing on improving counselling quality and behavioural interventions would also be valuable.</p>
      </sec>
    </sec>
    <sec id="sec7">
      <title>7. Limitations of the Study</title>
      <p>The cross-sectional design limited the ability to establish causal relationships between variables and uptake of long-acting reversible contraceptives (LARCs), although multivariable logistic regression was used to control for confounding factors and assess associations. The study also relied on self-reported data, which may have introduced recall and social desirability bias; however, confidentiality, private interviews, and a structured pre-tested questionnaire were used to minimize these biases. Additionally, since the study was conducted in only one district, the findings may not be generalizable to other settings, though the study still provides valuable context-specific evidence for rural Zambia.</p>
    </sec>
    <sec id="sec8">
      <title>Acknowledgements</title>
      <p>Foremost, I would like to express my sincere gratitude to my supervisor Professor Catherine Ngoma for the continuous support of my Master of Science in Midwifery, women’s and child health and research for her patience, motivation, enthusiasm, and immense knowledge. Her guidance helped me in all the time of research and writing the proposal. I could not have imagined having a better advisor and mentor for my MSc study programme. Besides my advisor, I would like to thank the rest of my fellow MSc students for the support and contributions they have made towards my research proposal development.</p>
    </sec>
  </body>
  <back>
    <ref-list>
      <title>References</title>
      <ref id="B1">
        <label>1.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">World Health Organization (WHO) (2023) Family Planning/Contraception Methods. World Health Organization.</mixed-citation>
          <element-citation publication-type="other">
            <year>2023</year>
            <article-title>Family Planning/Contraception Methods</article-title>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B2">
        <label>2.</label>
        <citation-alternatives>
          <mixed-citation publication-type="report">United Nations Population Fund (2023) State of World Population Report 2023. UNFPA. https://www.unfpa.org/publications/state-world-population-2023-8-billion-lives-infinite-possibilities</mixed-citation>
          <element-citation publication-type="report">
            <year>2023</year>
            <article-title>State of World Population Report 2023</article-title>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B3">
        <label>3.</label>
        <citation-alternatives>
          <mixed-citation publication-type="report">Guttmacher Institute (2020) Adding It Up: Investing in Sexual and Reproductive Health 2019. Guttmacher Institute. https://www.guttmacher.org/report/adding-it-up-investing-in-sexual-reproductive-health-2019</mixed-citation>
          <element-citation publication-type="report">
            <year>2020</year>
            <article-title>Adding It Up: Investing in Sexual and Reproductive Health 2019</article-title>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B4">
        <label>4.</label>
        <citation-alternatives>
          <mixed-citation publication-type="web">MICS and UN Population Division (2024) Global Contraceptive Use and Method Mix Estimates. United Nations. https://www.un.org/development/desa/pd/sites/www.un.org.development.desa.pd/files/undesa_pd_2024_methodology-report_world_contraceptive_use.pdf</mixed-citation>
          <element-citation publication-type="web">
            <year>2024</year>
            <article-title>Global Contraceptive Use and Method Mix Estimates</article-title>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B5">
        <label>5.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">King, E.J., Winter, R. and Riley, C. (2021) Contraceptive Method Mix and Use Dynamics in Low-Income Countries. <italic>Studies in Family Planning</italic>, 52, 239-254.</mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>King, E.J.</string-name>
              <string-name>Winter, R.</string-name>
              <string-name>Riley, C.</string-name>
            </person-group>
            <year>2021</year>
            <article-title>Contraceptive Method Mix and Use Dynamics in Low-Income Countries</article-title>
            <source>Studies in Family Planning</source>
            <volume>52</volume>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B6">
        <label>6.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">World Health Organization (2020) Family Planning/Contraception. WHO.</mixed-citation>
          <element-citation publication-type="other">
            <year>2020</year>
            <article-title>Family Planning/Contraception</article-title>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B7">
        <label>7.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Kassa, B.G., Ayele, A.D., Belay, H.G., Tefera, A.G., Tiruneh, G.A., Ayenew, N.T., <italic>et al</italic>. (2021) Postpartum Intrauterine Contraceptive Device Use and Its Associated Factors in Ethiopia: Systematic Review and Meta-Analysis. <italic>Reproductive Health</italic>, 18, Article No. 225. https://doi.org/10.1186/s12978-021-01273-x <pub-id pub-id-type="doi">10.1186/s12978-021-01273-x</pub-id><pub-id pub-id-type="pmid">34774058</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1186/s12978-021-01273-x">https://doi.org/10.1186/s12978-021-01273-x</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Kassa, B.G.</string-name>
              <string-name>Ayele, A.D.</string-name>
              <string-name>Belay, H.G.</string-name>
              <string-name>Tefera, A.G.</string-name>
              <string-name>Tiruneh, G.A.</string-name>
              <string-name>Ayenew, N.T.</string-name>
            </person-group>
            <year>2021</year>
            <article-title>Postpartum Intrauterine Contraceptive Device Use and Its Associated Factors in Ethiopia: Systematic Review and Meta-Analysis</article-title>
            <source>Reproductive Health</source>
            <volume>18</volume>
            <elocation-id>No</elocation-id>
            <pub-id pub-id-type="doi">10.1186/s12978-021-01273-x</pub-id>
            <pub-id pub-id-type="pmid">34774058</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B8">
        <label>8.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Okullo, A., Amongin, D. and Izudi, J. (2023) Use of Postpartum Intrauterine Contraceptive Device among Women in Northern Uganda: A Cross-Sectional Study. <italic>Reproductive</italic>, <italic>Female and Child Health</italic>, 3, e35. https://doi.org/10.1002/rfc2.35 <pub-id pub-id-type="doi">10.1002/rfc2.35</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1002/rfc2.35">https://doi.org/10.1002/rfc2.35</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Okullo, A.</string-name>
              <string-name>Amongin, D.</string-name>
              <string-name>Izudi, J.</string-name>
              <string-name>Reproductive, F</string-name>
            </person-group>
            <year>2023</year>
            <article-title>Use of Postpartum Intrauterine Contraceptive Device among Women in Northern Uganda: A Cross-Sectional Study</article-title>
            <source>Reproductive</source>
            <volume>3</volume>
            <pub-id pub-id-type="doi">10.1002/rfc2.35</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B9">
        <label>9.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Zulu, J.M., Kinsman, J., Michelo, C. and Hurtig, A.-K. (2014) Integrating National Community-Based Health Worker Programmes into Health Systems: A Systematic Review Identifying Lessons Learned from Low-and Middle-Income Countries. <italic>BMC Public Health</italic>, 14, Article No. 987. https://doi.org/10.1186/1471-2458-14-987 <pub-id pub-id-type="doi">10.1186/1471-2458-14-987</pub-id><pub-id pub-id-type="pmid">25245825</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1186/1471-2458-14-987">https://doi.org/10.1186/1471-2458-14-987</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Zulu, J.M.</string-name>
              <string-name>Kinsman, J.</string-name>
              <string-name>Michelo, C.</string-name>
              <string-name>Hurtig, A.</string-name>
            </person-group>
            <year>2014</year>
            <article-title>Integrating National Community-Based Health Worker Programmes into Health Systems: A Systematic Review Identifying Lessons Learned from Low-and Middle-Income Countries</article-title>
            <source>BMC Public Health</source>
            <volume>14</volume>
            <elocation-id>No</elocation-id>
            <pub-id pub-id-type="doi">10.1186/1471-2458-14-987</pub-id>
            <pub-id pub-id-type="pmid">25245825</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B10">
        <label>10.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Mweempwa, J.M. and Ngoma, C.M. (2023) An Investigation on the Utilization of Intra Uterine Contraceptive Device among Women in Kabwe, Central Province. <italic>Open</italic><italic>Journal of Obstetrics and Gynecology</italic>, 13, 1994-2020. https://doi.org/10.4236/ojog.2023.1312169 <pub-id pub-id-type="doi">10.4236/ojog.2023.1312169</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.4236/ojog.2023.1312169">https://doi.org/10.4236/ojog.2023.1312169</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Mweempwa, J.M.</string-name>
              <string-name>Ngoma, C.M.</string-name>
              <string-name>Kabwe, C</string-name>
            </person-group>
            <year>2023</year>
            <article-title>An Investigation on the Utilization of Intra Uterine Contraceptive Device among Women in Kabwe, Central Province</article-title>
            <source>Open Journal of Obstetrics and Gynecology</source>
            <volume>13</volume>
            <pub-id pub-id-type="doi">10.4236/ojog.2023.1312169</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B11">
        <label>11.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">World Health Organization (2023) Global Health Observatory Data Repository: Family Planning Indicators. WHO.</mixed-citation>
          <element-citation publication-type="other">
            <year>2023</year>
            <article-title>Global Health Observatory Data Repository: Family Planning Indicators</article-title>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B12">
        <label>12.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Zambia Statistics Agency, Ministry of Health Zambia, and ICF (2019) Zambia Demographic and Health Survey 2018. Zambia Statistics Agency and ICF.</mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Agency, M</string-name>
            </person-group>
            <year>2019</year>
            <article-title>Zambia Demographic and Health Survey 2018</article-title>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B13">
        <label>13.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Anik, A.I., Islam, M.R. and Rahman, M.S. (2022) Association between Socioeconomic Factors and Unmet Need for Modern Contraception among the Young Married Women: A Comparative Study across the Low-and Lower-Middle-Income Countries of Asia and Sub-Saharan Africa. <italic>PLOS Global Public Health</italic>, 2, e0000731. https://doi.org/10.1371/journal.pgph.0000731 <pub-id pub-id-type="doi">10.1371/journal.pgph.0000731</pub-id><pub-id pub-id-type="pmid">36962420</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1371/journal.pgph.0000731">https://doi.org/10.1371/journal.pgph.0000731</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Anik, A.I.</string-name>
              <string-name>Islam, M.R.</string-name>
              <string-name>Rahman, M.S.</string-name>
            </person-group>
            <year>2022</year>
            <article-title>Association between Socioeconomic Factors and Unmet Need for Modern Contraception among the Young Married Women: A Comparative Study across the Low-and Lower-Middle-Income Countries of Asia and Sub-Saharan Africa</article-title>
            <source>PLOS Global Public Health</source>
            <volume>2</volume>
            <pub-id pub-id-type="doi">10.1371/journal.pgph.0000731</pub-id>
            <pub-id pub-id-type="pmid">36962420</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B14">
        <label>14.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Ministry of Health Zambia (2021) National Health Strategic Plan 2017-2021. Ministry of Health.</mixed-citation>
          <element-citation publication-type="other">
            <year>2021</year>
            <article-title>National Health Strategic Plan 2017-2021</article-title>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B15">
        <label>15.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Maitanmi, O.J., Tanimowo, F.M., Maitanmi, B.T., <italic>et al</italic>. (2021) Factors Influencing Choice of Contraceptives among Women of Reproductive Age Attending Lagos State University Teaching Hospital, Nigeria. <italic>Journal of Research Development in Nursing and Midwifery</italic>, 18, 8-10. https://nmj.goums.ac.ir/browse.php?a_id=1308&amp;sid=1&amp;slc_lang=en&amp;html=1</mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Maitanmi, O.J.</string-name>
              <string-name>Tanimowo, F.M.</string-name>
              <string-name>Maitanmi, B.T.</string-name>
              <string-name>Hospital, N</string-name>
            </person-group>
            <year>2021</year>
            <article-title>Factors Influencing Choice of Contraceptives among Women of Reproductive Age Attending Lagos State University Teaching Hospital, Nigeria</article-title>
            <source>Journal of Research Development in Nursing and Midwifery</source>
            <volume>18</volume>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B16">
        <label>16.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Mahfouz, M.S., Elmahdy, M., Ryani, M.A., Abdelmola, A.O., Kariri, S.A.A., Alhazmi, H.Y.A., <italic>et al</italic>. (2023) Contraceptive Use and the Associated Factors among Women of Reproductive Age in Jazan City, Saudi Arabia: A Cross-Sectional Survey. <italic>International Journal of Environmental Research and Public Health</italic>, 20, Article No. 843. https://doi.org/10.3390/ijerph20010843 <pub-id pub-id-type="doi">10.3390/ijerph20010843</pub-id><pub-id pub-id-type="pmid">36613165</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3390/ijerph20010843">https://doi.org/10.3390/ijerph20010843</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Mahfouz, M.S.</string-name>
              <string-name>Elmahdy, M.</string-name>
              <string-name>Ryani, M.A.</string-name>
              <string-name>Abdelmola, A.O.</string-name>
              <string-name>Kariri, S.A.A.</string-name>
              <string-name>Alhazmi, H.Y.A.</string-name>
              <string-name>City, S</string-name>
            </person-group>
            <year>2023</year>
            <article-title>Contraceptive Use and the Associated Factors among Women of Reproductive Age in Jazan City, Saudi Arabia: A Cross-Sectional Survey</article-title>
            <source>International Journal of Environmental Research and Public Health</source>
            <volume>20</volume>
            <elocation-id>No</elocation-id>
            <pub-id pub-id-type="doi">10.3390/ijerph20010843</pub-id>
            <pub-id pub-id-type="pmid">36613165</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B17">
        <label>17.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Bekele, D., Surur, F., Nigatu, B., Teklu, A., Getinet, T., Kassa, M., <italic>et al</italic>. (2020) Knowledge and Attitude towards Family Planning among Women of Reproductive Age in Emerging Regions of Ethiopia. <italic>Journal of Multidisciplinary Healthcare</italic>, 13, 1463-1474. https://doi.org/10.2147/jmdh.s277896 <pub-id pub-id-type="doi">10.2147/jmdh.s277896</pub-id><pub-id pub-id-type="pmid">33177832</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.2147/jmdh.s277896">https://doi.org/10.2147/jmdh.s277896</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Bekele, D.</string-name>
              <string-name>Surur, F.</string-name>
              <string-name>Nigatu, B.</string-name>
              <string-name>Teklu, A.</string-name>
              <string-name>Getinet, T.</string-name>
              <string-name>Kassa, M.</string-name>
            </person-group>
            <year>2020</year>
            <article-title>Knowledge and Attitude towards Family Planning among Women of Reproductive Age in Emerging Regions of Ethiopia</article-title>
            <source>Journal of Multidisciplinary Healthcare</source>
            <volume>13</volume>
            <pub-id pub-id-type="doi">10.2147/jmdh.s277896</pub-id>
            <pub-id pub-id-type="pmid">33177832</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B18">
        <label>18.</label>
        <citation-alternatives>
          <mixed-citation publication-type="web">Mare, K.U., Abrha, E., Mohammed, E., <italic>et al.</italic>(2022) Factors Affecting Utilization of Long-Acting Reversible Contraceptives among Sexually Active Reproductive-Age Women in the Pastoral Community of Northeast Ethiopia: A Community-Based Cross-Sectional Study. Womens Health (Lond), 18. https://pmc.ncbi.nlm.nih.gov/articles/PMC9373132/</mixed-citation>
          <element-citation publication-type="web">
            <person-group person-group-type="author">
              <string-name>Mare, K.U.</string-name>
              <string-name>Abrha, E.</string-name>
              <string-name>Mohammed, E.</string-name>
            </person-group>
            <year>2022</year>
            <article-title>Factors Affecting Utilization of Long-Acting Reversible Contraceptives among Sexually Active Reproductive-Age Women in the Pastoral Community of Northeast Ethiopia: A Community-Based Cross-Sectional Study</article-title>
            <source>Womens Health (Lond)</source>
            <volume>18</volume>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B19">
        <label>19.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Bolarinwa, O.A. and Olagunju, O.S. (2020) Knowledge and Factors Influencing Long-Acting Reversible Contraceptives Use among Women of Reproductive Age in Nigeria. <italic>Gates Open Research</italic>, 3, 7. https://doi.org/10.12688/gatesopenres.12902.3 <pub-id pub-id-type="doi">10.12688/gatesopenres.12902.3</pub-id><pub-id pub-id-type="pmid">32875280</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.12688/gatesopenres.12902.3">https://doi.org/10.12688/gatesopenres.12902.3</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Bolarinwa, O.A.</string-name>
              <string-name>Olagunju, O.S.</string-name>
            </person-group>
            <year>2020</year>
            <article-title>Knowledge and Factors Influencing Long-Acting Reversible Contraceptives Use among Women of Reproductive Age in Nigeria</article-title>
            <source>Gates Open Research</source>
            <volume>3</volume>
            <pub-id pub-id-type="doi">10.12688/gatesopenres.12902.3</pub-id>
            <pub-id pub-id-type="pmid">32875280</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B20">
        <label>20.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Guttmacher Institute (2020) Adding It Up: Investing in Sexual and Reproductive Health. Guttmacher Institute.</mixed-citation>
          <element-citation publication-type="other">
            <year>2020</year>
            <article-title>Adding It Up: Investing in Sexual and Reproductive Health</article-title>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B21">
        <label>21.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Rosenstock, I.M. (1974) Historical Origins of the Health Belief Model. <italic>Health Education Monographs</italic>, 2, 328-335. https://doi.org/10.1177/109019817400200403 <pub-id pub-id-type="doi">10.1177/109019817400200403</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1177/109019817400200403">https://doi.org/10.1177/109019817400200403</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Rosenstock, I.M.</string-name>
            </person-group>
            <year>1974</year>
            <article-title>Historical Origins of the Health Belief Model</article-title>
            <source>Health Education Monographs</source>
            <volume>2</volume>
            <pub-id pub-id-type="doi">10.1177/109019817400200403</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B22">
        <label>22.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Becker, M.H. (1974) The Health Belief Model and Personal Health Behavior. <italic>Health Education Monographs</italic>, 2, 324-473.</mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Becker, M.H.</string-name>
            </person-group>
            <year>1974</year>
            <article-title>The Health Belief Model and Personal Health Behavior</article-title>
            <source>Health Education Monographs</source>
            <volume>2</volume>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B23">
        <label>23.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Weldekiros, A.G., Teklay, G. and Gebremeskel, F. (2023) Utilization Status and Perceived Barriers towards Long-Acting Reversible Contraceptives among Women of Reproductive Age in Ethiopia. <italic>International Journal of Women</italic>’ <italic>s Health</italic>, 15, 1123-1134.</mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Weldekiros, A.G.</string-name>
              <string-name>Teklay, G.</string-name>
              <string-name>Gebremeskel, F.</string-name>
            </person-group>
            <year>2023</year>
            <article-title>Utilization Status and Perceived Barriers towards Long-Acting Reversible Contraceptives among Women of Reproductive Age in Ethiopia</article-title>
            <source>International Journal of Women’s Health</source>
            <volume>15</volume>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B24">
        <label>24.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Gupta, P., Mahey, R., Varun, N., Kaur, M., Kumar, A. and Yadav, S. (2025) Knowledge, Attitude and Acceptability for Long-Acting Reversible Contraceptive (LARC) Methods among Women Attending Contraception Counselling Sessions: A Cross-Sectional Study. <italic>Journal of Family Medicine and Primary Care</italic>, 14, 160-166. https://doi.org/10.4103/jfmpc.jfmpc_780_24 <pub-id pub-id-type="doi">10.4103/jfmpc.jfmpc_780_24</pub-id><pub-id pub-id-type="pmid">39989562</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.4103/jfmpc.jfmpc_780_24">https://doi.org/10.4103/jfmpc.jfmpc_780_24</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Gupta, P.</string-name>
              <string-name>Mahey, R.</string-name>
              <string-name>Varun, N.</string-name>
              <string-name>Kaur, M.</string-name>
              <string-name>Kumar, A.</string-name>
              <string-name>Yadav, S.</string-name>
              <string-name>Knowledge, A</string-name>
            </person-group>
            <year>2025</year>
            <article-title>Knowledge, Attitude and Acceptability for Long-Acting Reversible Contraceptive (LARC) Methods among Women Attending Contraception Counselling Sessions: A Cross-Sectional Study</article-title>
            <source>Journal of Family Medicine and Primary Care</source>
            <volume>14</volume>
            <pub-id pub-id-type="doi">10.4103/jfmpc.jfmpc_780_24</pub-id>
            <pub-id pub-id-type="pmid">39989562</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B25">
        <label>25.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Abrahams, T., Pather, M.K. and Swartz, S. (2023) Knowledge, Beliefs and Practices of Nurses with Long-Acting Reversible Contraception, Cape Town. <italic>African Journal of Primary Health Care &amp; Family Medicine</italic>, 15, a3571. https://doi.org/10.4102/phcfm.v15i1.3571 <pub-id pub-id-type="doi">10.4102/phcfm.v15i1.3571</pub-id><pub-id pub-id-type="pmid">37265159</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.4102/phcfm.v15i1.3571">https://doi.org/10.4102/phcfm.v15i1.3571</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Abrahams, T.</string-name>
              <string-name>Pather, M.K.</string-name>
              <string-name>Swartz, S.</string-name>
              <string-name>Knowledge, B</string-name>
              <string-name>Contraception, C</string-name>
            </person-group>
            <year>2023</year>
            <article-title>Knowledge, Beliefs and Practices of Nurses with Long-Acting Reversible Contraception, Cape Town</article-title>
            <source>African Journal of Primary Health Care &amp; Family Medicine</source>
            <volume>15</volume>
            <pub-id pub-id-type="doi">10.4102/phcfm.v15i1.3571</pub-id>
            <pub-id pub-id-type="pmid">37265159</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B26">
        <label>26.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Silumbwe, A., Nkole, T., Munakampe, M.N., Milford, C., Cordero, J.P., Kriel, Y., <italic>et al</italic>. (2018) Community and Health Systems Barriers and Enablers to Family Planning and Contraceptive Services Provision and Use in Kabwe District, Zambia. <italic>BMC Health Services Research</italic>, 18, Article No. 390. https://doi.org/10.1186/s12913-018-3136-4 <pub-id pub-id-type="doi">10.1186/s12913-018-3136-4</pub-id><pub-id pub-id-type="pmid">29855292</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1186/s12913-018-3136-4">https://doi.org/10.1186/s12913-018-3136-4</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Silumbwe, A.</string-name>
              <string-name>Nkole, T.</string-name>
              <string-name>Munakampe, M.N.</string-name>
              <string-name>Milford, C.</string-name>
              <string-name>Cordero, J.P.</string-name>
              <string-name>Kriel, Y.</string-name>
              <string-name>District, Z</string-name>
            </person-group>
            <year>2018</year>
            <article-title>Community and Health Systems Barriers and Enablers to Family Planning and Contraceptive Services Provision and Use in Kabwe District, Zambia</article-title>
            <source>BMC Health Services Research</source>
            <volume>18</volume>
            <elocation-id>No</elocation-id>
            <pub-id pub-id-type="doi">10.1186/s12913-018-3136-4</pub-id>
            <pub-id pub-id-type="pmid">29855292</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B27">
        <label>27.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Gashaye, K.T., Tsegaye, A.T., Abebe, S.M., Woldetsadik, M.A., Ayele, T.A. and Gashaw, Z.M. (2020) Determinants of Long Acting Reversible Contraception Utilization in Northwest Ethiopia: An Institution-Based Case Control Study. <italic>PLOS ONE</italic>, 15, e0240816. https://doi.org/10.1371/journal.pone.0240816 <pub-id pub-id-type="doi">10.1371/journal.pone.0240816</pub-id><pub-id pub-id-type="pmid">33079973</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1371/journal.pone.0240816">https://doi.org/10.1371/journal.pone.0240816</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Gashaye, K.T.</string-name>
              <string-name>Tsegaye, A.T.</string-name>
              <string-name>Abebe, S.M.</string-name>
              <string-name>Woldetsadik, M.A.</string-name>
              <string-name>Ayele, T.A.</string-name>
              <string-name>Gashaw, Z.M.</string-name>
            </person-group>
            <year>2020</year>
            <article-title>Determinants of Long Acting Reversible Contraception Utilization in Northwest Ethiopia: An Institution-Based Case Control Study</article-title>
            <source>PLOS ONE</source>
            <volume>15</volume>
            <pub-id pub-id-type="doi">10.1371/journal.pone.0240816</pub-id>
            <pub-id pub-id-type="pmid">33079973</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B28">
        <label>28.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Mare, K.U., Abrha, E., Mohammed Yesuf, E., Birara Aychiluhm, S., Tadesse, A.W., Leyto, S.M., <italic>et al</italic>. (2022) Factors Affecting Utilization of Long-Acting Reversible Contraceptives among Sexually Active Reproductive-Age Women in the Pastoral Community of Northeast Ethiopia: A Community-Based Cross-Sectional Study. <italic>Women</italic>’ <italic>s Health</italic>, 18. https://doi.org/10.1177/17455057221116514 <pub-id pub-id-type="doi">10.1177/17455057221116514</pub-id><pub-id pub-id-type="pmid">35946956</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1177/17455057221116514">https://doi.org/10.1177/17455057221116514</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Mare, K.U.</string-name>
              <string-name>Abrha, E.</string-name>
              <string-name>Yesuf, E.</string-name>
              <string-name>Aychiluhm, S.</string-name>
              <string-name>Tadesse, A.W.</string-name>
              <string-name>Leyto, S.M.</string-name>
            </person-group>
            <year>2022</year>
            <article-title>Factors Affecting Utilization of Long-Acting Reversible Contraceptives among Sexually Active Reproductive-Age Women in the Pastoral Community of Northeast Ethiopia: A Community-Based Cross-Sectional Study</article-title>
            <source>Women’s Health</source>
            <volume>18</volume>
            <pub-id pub-id-type="doi">10.1177/17455057221116514</pub-id>
            <pub-id pub-id-type="pmid">35946956</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
    </ref-list>
  </back>
</article>