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 <!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.0 20120330//EN" "http://jats.nlm.nih.gov/publishing/1.0/JATS-journalpublishing1.dtd"> <article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="research-article" dtd-version="1.0" xml:lang="en">
  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">JPHI</journal-id>
      <journal-title-group>
        <journal-title>Journal of Public Health International</journal-title>
      </journal-title-group>
      <issn pub-type="epub">2641-4538</issn>
      <publisher>
        <publisher-name>Open Access Pub</publisher-name>
        <publisher-loc>United States</publisher-loc>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="publisher-id">JPHI-21-3859</article-id>
      <article-id pub-id-type="doi">10.14302/issn.2641-4538.jphi-21-3859</article-id>
      <article-categories>
        <subj-group>
          <subject>research-article</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Prevalence and Factors Associated with Under Nutrition among Children Aged 6 to 59 Months in Ngoma District, Rwanda</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <name>
            <surname>Dukuzimana</surname>
            <given-names>Marie Alice</given-names>
          </name>
          <xref ref-type="aff" rid="idm1850744292">1</xref>
          <xref ref-type="aff" rid="idm1850866052">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Bizimana</surname>
            <given-names>Eric Gustave</given-names>
          </name>
          <xref ref-type="aff" rid="idm1850744292">1</xref>
          <xref ref-type="aff" rid="idm1850848676">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Michael</surname>
            <given-names>Habtu</given-names>
          </name>
          <xref ref-type="aff" rid="idm1850744292">1</xref>
          <xref ref-type="aff" rid="idm1850849972">4</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Habineza</surname>
            <given-names>Alphonse</given-names>
          </name>
          <xref ref-type="aff" rid="idm1850744292">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Rutayisire</surname>
            <given-names>Erigene</given-names>
          </name>
          <xref ref-type="aff" rid="idm1850744292">1</xref>
          <xref ref-type="aff" rid="idm1850875908">*</xref>
        </contrib>
      </contrib-group>
      <aff id="idm1850744292">
        <label>1</label>
        <addr-line>Public Health Department, Mount Kenya University Rwanda</addr-line>
      </aff>
      <aff id="idm1850866052">
        <label>2</label>
        <addr-line>Rwanda Ministry of Local Governance, Ngoma District, Eastern Province </addr-line>
      </aff>
      <aff id="idm1850848676">
        <label>3</label>
        <addr-line>Jigsaw Consult / Refugee Education _ United Kingdom </addr-line>
      </aff>
      <aff id="idm1850849972">
        <label>4</label>
        <addr-line>School of Public Health, University of Rwanda </addr-line>
      </aff>
      <aff id="idm1850875908">
        <label>*</label>
        <addr-line>Corresponding author</addr-line>
      </aff>
      <contrib-group>
        <contrib contrib-type="editor">
          <name>
            <surname>Aroma</surname>
            <given-names>Oberoi</given-names>
          </name>
          <xref ref-type="aff" rid="idm1850597644">1</xref>
        </contrib>
      </contrib-group>
      <aff id="idm1850597644">
        <label>1</label>
        <addr-line>Department of Microbiology, Christian Medical College &amp; Hospital, Brown Road Ludhiana, Punjab.</addr-line>
      </aff>
      <author-notes>
        <corresp>
  Erigene Rutayisire, PhD, Head of Public Health Department and Senior Lecturer,                Public Health Department, Mount Kenya University Rwanda, Kigali-Rwanda, E-mail: <ext-link xlink:href="mailto:rerigene@yahoo.com" ext-link-type="uri">rerigene@yahoo.com</ext-link>,                       <email>erutayisire@mku.ac.ke</email></corresp>
        <fn fn-type="conflict" id="idm1841621500">
          <p>The authors have declared that no competing interests exist.</p>
        </fn>
      </author-notes>
      <pub-date pub-type="epub" iso-8601-date="2021-06-18">
        <day>18</day>
        <month>06</month>
        <year>2021</year>
      </pub-date>
      <volume>4</volume>
      <issue>1</issue>
      <fpage>10</fpage>
      <lpage>20</lpage>
      <history>
        <date date-type="received">
          <day>02</day>
          <month>06</month>
          <year>2021</year>
        </date>
        <date date-type="accepted">
          <day>17</day>
          <month>06</month>
          <year>2021</year>
        </date>
        <date date-type="online">
          <day>18</day>
          <month>06</month>
          <year>2021</year>
        </date>
      </history>
      <permissions>
        <copyright-statement>© </copyright-statement>
        <copyright-year>2021</copyright-year>
        <copyright-holder>Dukuzimana Marie Alice, et al.</copyright-holder>
        <license xlink:href="http://creativecommons.org/licenses/by/4.0/" xlink:type="simple">
          <license-p>This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.</license-p>
        </license>
      </permissions>
      <self-uri xlink:href="http://openaccesspub.org/jphi/article/1647">This article is available from http://openaccesspub.org/jphi/article/1647</self-uri>
      <abstract>
        <p>In Rwanda, 38% children aged 6-59 months are stunted. In Ngoma District, stunting rate is estimated at 41% among the children aged below 5 years. The study objective was to evaluate the prevalence and factors contributing to under nutrition among children aged 6- 59 months in Ngoma District. Cluster sampling was used to determine the study participants for each sector within 14 sectors by considering the sample size of 442. The WHO Anthro software version 3.2.2 was used to determine the nutritional status of the children. SPSS version 24 was used for analysis. Of 442 children participated in the study 50.9% of them were females, 24.4% were aged 15-23 months and the majority of children (89.8%) born with normal birth weight. Study findings revealed that the prevalence of under nutrition was 33.7% for stunting, 3.6% for wasting and 6.6% underweighted. Poor sanitation facility (AOR: 4.1, 95%CI: 1.83-9.3, p=0.001), poor diet (AOR: 1.9, 95%CI: 1.18-3, p=0.008) were significantly associated with stunting. Factors such as lack of hand-washing facilities (AOR: 2.5, 95% CI: 1.013-6.3, p=0.047), not eat vegetables (AOR: 4.4, 95%CI: 1.7-10.96, p=0.001), and not eat fishes (AOR: 4.1, 95%CI: 1.6-10.6, p=0.003) were associated with wasting. Short breastfeeding duration (AOR: 4.5, 95%CI: 2.9-7.2, p=0.001), not eat vegetables (AOR: 1.9; 95%CI: 1.1-3.05, p=0.008), and not eat eggs (AOR: 2, 95%CI: 1.3-2.9, p=0.001) were associated with underweight. Poor families with under-five children need continuous support that will assist them to improve nutritional status of their children.</p>
      </abstract>
      <kwd-group>
        <kwd>Under nutrition</kwd>
        <kwd>Stunting</kwd>
        <kwd>wasting</kwd>
        <kwd>Underweight</kwd>
        <kwd>Children aged 6-59 months</kwd>
        <kwd>Ngoma district</kwd>
        <kwd>Rwanda</kwd>
      </kwd-group>
      <counts>
        <fig-count count="0"/>
        <table-count count="5"/>
        <page-count count="11"/>
      </counts>
    </article-meta>
  </front>
  <body>
    <sec id="idm1850591572" sec-type="intro">
      <title>Introduction</title>
      <p>Under nutrition was claimed to have negative impact on the public health in both developed and developing nations and has been related to the mortality and morbidity among children aged below five years. Though, prevalence of under nutrition seems to be declining globally, nearly of 22.9% of children below 5 years still suffer from stunting while 7.7% of children below 5 years suffer from wasting <xref ref-type="bibr" rid="ridm1842050900">1</xref>.</p>
      <p>Globally, at least 23% of children aged below 5 years are estimated to be stunted and 94% of these cases are found in Asia and Africa <xref ref-type="bibr" rid="ridm1842053996">2</xref>.  Furthermore, these estimates demonstrated that around 45% of deaths of children below 5 years are associated to under nutrition <xref ref-type="bibr" rid="ridm1842053996">2</xref>. Stunting affected an estimated of 21.3% of children below 5 and wasting affected an estimated of 6.9% of children below under 5 years. Majority of all stunted children under 5 years (54%) and most of all wasted children under 5 years (69%) lived in Asia, 40% of stunted children under 5 years and 24% of wasting children resided in Africa <xref ref-type="bibr" rid="ridm1842062212">3</xref>.</p>
      <p>In Africa, prevalence of stunting among children aged under 5 years varies with region. The prevalence is above 30% in Central Africa and Eastern Africa, high in Western Africa and South Africa between 20 and 30%, medium in Northern Africa between 10 and 20% in Northern Africa <xref ref-type="bibr" rid="ridm1842125924">4</xref>. In Rwanda the prevalence of undernutrition remains high. According to the Rwanda Demographic Health Survey (DHS) conducted in       2014-2015 children aged under 5 years, stunting rate was 38 %, wasting rate was 2% and underweight was 9% <xref ref-type="bibr" rid="ridm1841904644">5</xref>. In Ngoma District where the study is focused, 41% were stunted, 16% had underweight and 4% were wasted <xref ref-type="bibr" rid="ridm1841904644">5</xref>. The objective of this study was determine the prevalence and factors associated with             Under- Nutrition among childre under the age of five in Ngoma District. </p>
    </sec>
    <sec id="idm1850591932" sec-type="methods">
      <title>Methods </title>
      <sec id="idm1850593084">
        <title>Research Design</title>
        <p>This research was a quantitative cross-sectional study. This research design is used in order to get information on the prevalence of undernutrition at the time of the study and to measure the magnitude of undernutrition. The researcher utilized structured questionnaire to collect the data and nutritional assessments of weight and height for the children aged between 6-59 months and to evaluate the factors associated with under nutrition among these children in Ngoma District, Eastern province, Rwanda.</p>
      </sec>
      <sec id="idm1850589124">
        <title>Target Population</title>
        <p>The population of interest was 38,006 children aged between 6 and 59 months <xref ref-type="bibr" rid="ridm1841902772">6</xref>, who lived within  Ngoma district. Mothers or caregivers of the children were interviewed to capture the information for this research. </p>
      </sec>
      <sec id="idm1850588980">
        <title>Sample Size</title>
        <p>This research accounted for a sample of children in two strata (aged between 6-23 months and aged 24-59 months) paired with their mothers or caregivers in the period of one year (January-December 2020) who were obtained during monthly screening of undernutrition at community level. The sample size calculation was rooted on the prevalence of    undernutrition revealed in DHS 2014-2015 where the prevalence of stunting was at 41 %, wasting at 4% and underweight at 16% in Ngoma District <xref ref-type="bibr" rid="ridm1841904644">5</xref>. Formula for calculating a sample for proportions <xref ref-type="bibr" rid="ridm1841901548">7</xref>.</p>
        <p>n= Z<sup>2</sup> * PQ/e<sup>2</sup> where n= simple size, P=Proportion of stunting (0.41), Q=1-P, Z=Level of confidence (1.96 used at 95% CI), e=Desired level of precision (5%), Design effect=1.2).</p>
        <p>After formula’s application n= [(1.96)<sup>2</sup> * 0.41(1-0.41)/0.05<sup>2</sup>] *1.2 = 442</p>
      </sec>
      <sec id="idm1850588044">
        <title>Data Collection Procedures and Tools </title>
        <p>The researcher employed self-developed questionnaire containing close-ended questions as tool for data collection (Kumar, 2011). Data gathering was done in October 2020 during screening of undernutrition period.  Anthropometric measurements were obtained after screened the children aged between 6 and 59 months.</p>
      </sec>
      <sec id="idm1850587828">
        <title>Data Analysis Procedures </title>
        <p>Data on age, height and weight were converted to z-scores of height or length-for-age (HAZ), weight for age (WAZ), weight for height or length (WHZ) using the World Health Organization Anthro software 3.2.2 to be able to determine the nutrition status. The World Health Organization standard reference (2010) was adopted to categorize children nutritional status in stunting       (HAZ &lt; -2), underweight (WAZ &lt; -2) and wasting (WHZ&lt;-2). To check for association and to observe the frequency distribution of variables, SPSS version 24 was used to determine whether dependent variables (stunting, wasting and underweight) are associated with independents variables or not. Bivariate analysis and multiple logistic regression were used to control confounding variables by backward condition with removal at p value of 0.05 and 95% confidence interval.</p>
      </sec>
      <sec id="idm1850588332">
        <title>Ethical Considerations</title>
        <p>Ethical confirmation to conduct the research was acquired from Mount Kenya University Rwanda. In addition, permissions were obtained from local authorities and participating mothers before the study had been contacted. Participants were given adequate information on the purpose and benefit or harm that involving in the research might bring. Participants were guaranteed of privacy with respect to the data they provided and also their full right to choose not to engage or withdraw from the research without any consequence pertinent to their decision in this regard. Each participant was requested to offer oral consent and transcribed permission. </p>
      </sec>
    </sec>
    <sec id="idm1850594092" sec-type="results">
      <title>Results </title>
      <p>Study results in <xref ref-type="table" rid="idm1843106628">Table 1</xref> indicated that 50.9% of children were females, 24.4% were aged 15-23 months and the majority of children (89.8%) born with normal birth weight. It was found that most of the mothers who participated in the study (71%) were married; (72.6%) had only primary education and more than half (58.8%) were living in poor socio-economic conditions. </p>
      <table-wrap id="idm1843106628">
        <label>Table 1.</label>
        <caption>
          <title> Demographic and socio-economics characteristics of the children and the mothers or caregivers</title>
        </caption>
        <table rules="all" frame="box">
          <tbody>
            <tr>
              <td>
                <bold>Variables </bold>
              </td>
              <td>
                <bold>Frequency(n</bold>
                <bold>=442)</bold>
              </td>
              <td>
                <bold>Percentage (%)</bold>
              </td>
            </tr>
            <tr>
              <td>
                <bold>Child sex</bold>
              </td>
              <td/>
              <td/>
            </tr>
            <tr>
              <td>Male</td>
              <td>217</td>
              <td>49.1</td>
            </tr>
            <tr>
              <td>Female</td>
              <td>225</td>
              <td>50.9</td>
            </tr>
            <tr>
              <td>
                <bold>Age groups</bold>
              </td>
              <td/>
              <td/>
            </tr>
            <tr>
              <td>6-14</td>
              <td>101</td>
              <td>22.9</td>
            </tr>
            <tr>
              <td>15-23</td>
              <td>108</td>
              <td>24.4</td>
            </tr>
            <tr>
              <td>24-32</td>
              <td>72</td>
              <td>16.3</td>
            </tr>
            <tr>
              <td>33-41</td>
              <td>63</td>
              <td>14.3</td>
            </tr>
            <tr>
              <td>42-50</td>
              <td>64</td>
              <td>14.5</td>
            </tr>
            <tr>
              <td>51-59</td>
              <td>34</td>
              <td>7.7</td>
            </tr>
            <tr>
              <td>
                <bold>Weight of the child at delivery</bold>
              </td>
              <td/>
              <td/>
            </tr>
            <tr>
              <td>Less than 2,500 g</td>
              <td>45</td>
              <td>10.2</td>
            </tr>
            <tr>
              <td> Above 2,500 g</td>
              <td>397</td>
              <td>89.8</td>
            </tr>
            <tr>
              <td>
                <bold>Marital status of the mothers or caregivers</bold>
              </td>
              <td/>
              <td/>
            </tr>
            <tr>
              <td>Single</td>
              <td>68</td>
              <td>15.4</td>
            </tr>
            <tr>
              <td>Married</td>
              <td>314</td>
              <td>71.0</td>
            </tr>
            <tr>
              <td>Divorced</td>
              <td>21</td>
              <td>4.8</td>
            </tr>
            <tr>
              <td>Widow</td>
              <td>17</td>
              <td>3.8</td>
            </tr>
            <tr>
              <td>Separated</td>
              <td>22</td>
              <td>5.0</td>
            </tr>
            <tr>
              <td>
                <bold>Education background of mothers or caregivers</bold>
              </td>
              <td/>
              <td/>
            </tr>
            <tr>
              <td>No educational</td>
              <td>77</td>
              <td>17.4</td>
            </tr>
            <tr>
              <td>Primary school</td>
              <td>321</td>
              <td>72.6</td>
            </tr>
            <tr>
              <td>Secondary school</td>
              <td>24</td>
              <td>5.4</td>
            </tr>
            <tr>
              <td>University</td>
              <td>7</td>
              <td>1.6</td>
            </tr>
            <tr>
              <td>TVET (Technical and Vocational Education and Training) School</td>
              <td>13</td>
              <td>2.9</td>
            </tr>
            <tr>
              <td>
                <bold>Wealth index</bold>
              </td>
              <td/>
              <td/>
            </tr>
            <tr>
              <td>Category 1</td>
              <td>125</td>
              <td>28.3</td>
            </tr>
            <tr>
              <td>Category 2</td>
              <td>135</td>
              <td>30.5</td>
            </tr>
            <tr>
              <td>Category 3</td>
              <td>152</td>
              <td>34.4</td>
            </tr>
            <tr>
              <td>Category 4</td>
              <td>24</td>
              <td>5.4</td>
            </tr>
            <tr>
              <td>No category</td>
              <td>6</td>
              <td>1.4</td>
            </tr>
          </tbody>
        </table>
        <table-wrap-foot>
          <fn id="idm1850486388">
            <label/>
            <p>Source: Primary data, 2021</p>
          </fn>
        </table-wrap-foot>
      </table-wrap>
      <p>As depicted in <xref ref-type="table" rid="idm1843002956">Table 2</xref>, the prevalence of stunting, wasting and underweight among the 442 children aged 6 to 59 months were at 33.7%, 3.6%, and 6.6%, respectively. The highest stunting rate (52.2%) was in children aged 48 to 59 months. The highest wasting rate (5.8%) was in children aged 36-47 months and the highest underweight rate (6.7%) was in children aged 36-47 months.</p>
      <table-wrap id="idm1843002956">
        <label>Table 2.</label>
        <caption>
          <title> Prevalence of undernutrition among children aged 6-59 months in Ngoma District</title>
        </caption>
        <table rules="all" frame="box">
          <tbody>
            <tr>
              <td>Variable</td>
              <td colspan="2">Length/height-for-age(Stunting)</td>
              <td colspan="2">Weight-for-length/height (Wasting)</td>
              <td colspan="2">Weight-for-age (Underweight)</td>
              <td>Total</td>
            </tr>
            <tr>
              <td>Age group</td>
              <td>Severe stunting (%)</td>
              <td>Moderate stunting (%)</td>
              <td>Severe wasting (%)</td>
              <td>Moderate Wasting (%)</td>
              <td>Severe Underweight (%)</td>
              <td>Moderate Underweight (%)</td>
              <td>n</td>
            </tr>
            <tr>
              <td>(6-11)</td>
              <td>0</td>
              <td>10.8</td>
              <td>0</td>
              <td>1.4</td>
              <td>0</td>
              <td>5.4</td>
              <td>74</td>
            </tr>
            <tr>
              <td>(12-23)</td>
              <td>3.7</td>
              <td>19.3</td>
              <td>1.5</td>
              <td>3</td>
              <td>0</td>
              <td>3</td>
              <td>135</td>
            </tr>
            <tr>
              <td>(24-35)</td>
              <td>25.3</td>
              <td>51.8</td>
              <td>1.2</td>
              <td>3.6</td>
              <td>1.2</td>
              <td>13.3</td>
              <td>83</td>
            </tr>
            <tr>
              <td>(36-47)</td>
              <td>22.1</td>
              <td>46.2</td>
              <td>1</td>
              <td>5.8</td>
              <td>3.8</td>
              <td>6.7</td>
              <td>104</td>
            </tr>
            <tr>
              <td>(48-59)</td>
              <td>26.1</td>
              <td>52.2</td>
              <td>0</td>
              <td>4.3</td>
              <td>0</td>
              <td>6.5</td>
              <td>46</td>
            </tr>
            <tr>
              <td>Total</td>
              <td>13.8</td>
              <td>33.7</td>
              <td>0.9</td>
              <td>3.6</td>
              <td>1.1</td>
              <td>6.6</td>
              <td>442</td>
            </tr>
          </tbody>
        </table>
        <table-wrap-foot>
          <fn id="idm1850443772">
            <label/>
            <p>Source: Primary data, 2021</p>
          </fn>
        </table-wrap-foot>
      </table-wrap>
      <p>Regard stunting as presented in <xref ref-type="table" rid="idm1842944044">Table 3</xref>, many factors have been found as associated with it but the most significant with high risks were female children with 2.3 times more likely to have stunting than males (AOR: 2.3; 95%CI: 1.599 -3.434), children from families who did not have toilet were 4.1 times more likely to develop stunting than those from families with toilets (AOR: 4.1; 95%CI: 1.8-1.12), children who stopped breastfeeding early were 4.5 times more likely to be stunted than children continued to breastfeed even above 2 years (AOR: 4.5; 95%CI: 2.9-7.2), children who did not eat vegetables were 1.9 times more likely to be stunted than children who ate it (AOR: 1.9; 95%CI: 1.18-3.05) while children who did not eat eggs were 2 times more likely to be stunted than those who ate it (AOR: 2:95%CI: 1.3-2.944). </p>
      <table-wrap id="idm1842944044">
        <label>Table 3.</label>
        <caption>
          <title> Distribution of children by predictors of stunting</title>
        </caption>
        <table rules="all" frame="box">
          <tbody>
            <tr>
              <td>Variables</td>
              <td>Adjusted OR (AOR)</td>
              <td colspan="2">95%CI</td>
              <td colspan="2">p value</td>
            </tr>
            <tr>
              <td/>
              <td/>
              <td>Lower limit</td>
              <td> Upper limit</td>
              <td colspan="2"/>
            </tr>
            <tr>
              <td>Child sex</td>
              <td> </td>
              <td> </td>
              <td> </td>
              <td colspan="2"> </td>
            </tr>
            <tr>
              <td>Male</td>
              <td>Ref.</td>
              <td> </td>
              <td> </td>
              <td colspan="2"> </td>
            </tr>
            <tr>
              <td>Female</td>
              <td>2.343</td>
              <td>1.599</td>
              <td>3.434</td>
              <td colspan="2">0.001</td>
            </tr>
            <tr>
              <td colspan="2">Marital status</td>
              <td> </td>
              <td> </td>
              <td colspan="2"> </td>
            </tr>
            <tr>
              <td>Single</td>
              <td>0.432</td>
              <td>0.252</td>
              <td>0.739</td>
              <td colspan="2">0.02</td>
            </tr>
            <tr>
              <td>Married</td>
              <td>1.006</td>
              <td>0.367</td>
              <td>2.755</td>
              <td colspan="2">0.991</td>
            </tr>
            <tr>
              <td>Divorced</td>
              <td>1.135</td>
              <td>0.375</td>
              <td>3.438</td>
              <td colspan="2">0.823</td>
            </tr>
            <tr>
              <td>Widowed</td>
              <td>1.327</td>
              <td>0.477</td>
              <td>3.685</td>
              <td colspan="2">0.588</td>
            </tr>
            <tr>
              <td>Separated</td>
              <td>Ref.</td>
              <td> </td>
              <td> </td>
              <td colspan="2"> </td>
            </tr>
            <tr>
              <td colspan="2">Education status of mothers or caregivers</td>
              <td> </td>
              <td> </td>
              <td colspan="2"> </td>
            </tr>
            <tr>
              <td>No educational</td>
              <td>0.553</td>
              <td>0.333</td>
              <td>0.919</td>
              <td colspan="2">0.022</td>
            </tr>
            <tr>
              <td>Primary school</td>
              <td>0.319</td>
              <td>0.122</td>
              <td>0.837</td>
              <td colspan="2">0.02</td>
            </tr>
            <tr>
              <td>Secondary school</td>
              <td>0.319</td>
              <td>0.122</td>
              <td>0.837</td>
              <td colspan="2">0.02</td>
            </tr>
            <tr>
              <td>University school</td>
              <td>0.191</td>
              <td>0.049</td>
              <td>0.753</td>
              <td colspan="2">0.018</td>
            </tr>
            <tr>
              <td>TVET School</td>
              <td>Ref.</td>
              <td> </td>
              <td> </td>
              <td colspan="2"> </td>
            </tr>
            <tr>
              <td colspan="2">Weight of the child at delivery</td>
              <td> </td>
              <td> </td>
              <td colspan="2"> </td>
            </tr>
            <tr>
              <td>Less than 2500 g</td>
              <td>Ref.</td>
              <td> </td>
              <td> </td>
              <td colspan="2"> </td>
            </tr>
            <tr>
              <td>Above 2500 g</td>
              <td>0.514</td>
              <td>0.273</td>
              <td>0.969</td>
              <td colspan="2">0.04</td>
            </tr>
            <tr>
              <td colspan="2">Treatment of water</td>
              <td> </td>
              <td> </td>
              <td colspan="2"> </td>
            </tr>
            <tr>
              <td>Boiled water</td>
              <td>0.943</td>
              <td>0.612</td>
              <td>1.455</td>
              <td colspan="2">0.792</td>
            </tr>
            <tr>
              <td>Filter water</td>
              <td>1.823</td>
              <td>1.123</td>
              <td>2.959</td>
              <td colspan="2">0.015</td>
            </tr>
            <tr>
              <td>No treatment of water</td>
              <td>Ref.</td>
              <td> </td>
              <td> </td>
              <td colspan="2"> </td>
            </tr>
            <tr>
              <td colspan="2">Sanitation facility</td>
              <td> </td>
              <td> </td>
              <td colspan="2"> </td>
            </tr>
            <tr>
              <td>Yes</td>
              <td>Ref.</td>
              <td> </td>
              <td> </td>
              <td colspan="2"> </td>
            </tr>
            <tr>
              <td>No</td>
              <td>4.131</td>
              <td>1.833</td>
              <td>9.312</td>
              <td colspan="2">0.001</td>
            </tr>
            <tr>
              <td colspan="2">Handwashing practices</td>
              <td> </td>
              <td> </td>
              <td colspan="2"> </td>
            </tr>
            <tr>
              <td>Yes</td>
              <td>Ref.</td>
              <td> </td>
              <td> </td>
              <td colspan="2"> </td>
            </tr>
            <tr>
              <td>No</td>
              <td>1.569</td>
              <td>1.067</td>
              <td>2.309</td>
              <td colspan="2">0.022</td>
            </tr>
            <tr>
              <td colspan="2"> Malaria infection</td>
              <td> </td>
              <td> </td>
              <td> </td>
              <td colspan="2"> </td>
            </tr>
            <tr>
              <td>Yes</td>
              <td>Ref.</td>
              <td> </td>
              <td> </td>
              <td colspan="2"> </td>
            </tr>
            <tr>
              <td>No</td>
              <td>0.377</td>
              <td>0.152</td>
              <td>0.936</td>
              <td colspan="2">0.035</td>
            </tr>
            <tr>
              <td colspan="2">Diarrhea</td>
              <td> </td>
              <td> </td>
              <td colspan="2"> </td>
            </tr>
            <tr>
              <td>Yes</td>
              <td>Ref.</td>
              <td> </td>
              <td> </td>
              <td colspan="2"> </td>
            </tr>
            <tr>
              <td>No</td>
              <td>0.332</td>
              <td>0.136</td>
              <td>0.811</td>
              <td colspan="2">0.016</td>
            </tr>
            <tr>
              <td colspan="2">Milk support</td>
              <td> </td>
              <td> </td>
              <td colspan="2"> </td>
            </tr>
            <tr>
              <td>No</td>
              <td>Ref.</td>
              <td> </td>
              <td> </td>
              <td colspan="2"> </td>
            </tr>
            <tr>
              <td>Yes</td>
              <td>0.22</td>
              <td>0.125</td>
              <td>0.389</td>
              <td colspan="2">0.001</td>
            </tr>
            <tr>
              <td colspan="2">Ongera intungamubiri</td>
              <td> </td>
              <td> </td>
              <td colspan="2"> </td>
            </tr>
            <tr>
              <td>No</td>
              <td>Ref.</td>
              <td> </td>
              <td> </td>
              <td colspan="2"> </td>
            </tr>
            <tr>
              <td>Yes</td>
              <td>0.237</td>
              <td>0.159</td>
              <td>0.353</td>
              <td colspan="2">0.001</td>
            </tr>
            <tr>
              <td colspan="2">Still breastfeeding</td>
              <td> </td>
              <td> </td>
              <td colspan="2"> </td>
            </tr>
            <tr>
              <td>Yes</td>
              <td>Ref.</td>
              <td> </td>
              <td> </td>
              <td colspan="2"> </td>
            </tr>
            <tr>
              <td>No</td>
              <td>4.599</td>
              <td>2.913</td>
              <td>7.26</td>
              <td colspan="2">0.001</td>
            </tr>
            <tr>
              <td colspan="3">Complementary breastfeeding</td>
              <td> </td>
              <td> </td>
              <td colspan="2"> </td>
            </tr>
            <tr>
              <td>Before six months</td>
              <td>Ref.</td>
              <td> </td>
              <td> </td>
              <td colspan="2"> </td>
            </tr>
            <tr>
              <td>After six months</td>
              <td>0.526</td>
              <td>0.359</td>
              <td>0.771</td>
              <td colspan="2">0.001</td>
            </tr>
            <tr>
              <td colspan="2">Eating vegetables</td>
              <td> </td>
              <td> </td>
              <td colspan="2"> </td>
            </tr>
            <tr>
              <td>Yes</td>
              <td>Ref.</td>
              <td> </td>
              <td> </td>
              <td colspan="2"> </td>
            </tr>
            <tr>
              <td>No</td>
              <td>1.9</td>
              <td>1.181</td>
              <td>3.057</td>
              <td colspan="2">0.008</td>
            </tr>
            <tr>
              <td>Eating fruits</td>
              <td> </td>
              <td> </td>
              <td> </td>
              <td colspan="2"> </td>
            </tr>
            <tr>
              <td>Yes</td>
              <td>Ref.</td>
              <td> </td>
              <td> </td>
              <td colspan="2"> </td>
            </tr>
            <tr>
              <td>No</td>
              <td>1.695</td>
              <td>1.153</td>
              <td>2.492</td>
              <td colspan="2">0.007</td>
            </tr>
            <tr>
              <td>Eating meat</td>
              <td> </td>
              <td> </td>
              <td> </td>
              <td colspan="2"> </td>
            </tr>
            <tr>
              <td>No</td>
              <td>Ref.</td>
              <td> </td>
              <td> </td>
              <td colspan="2"> </td>
            </tr>
            <tr>
              <td>Yes</td>
              <td>0.507</td>
              <td>0.315</td>
              <td>0.813</td>
              <td colspan="2">0.005</td>
            </tr>
            <tr>
              <td colspan="2">Eating fishes or small fishes</td>
              <td> </td>
              <td> </td>
              <td colspan="2"> </td>
            </tr>
            <tr>
              <td>Yes</td>
              <td>Ref.</td>
              <td> </td>
              <td> </td>
              <td colspan="2"> </td>
            </tr>
            <tr>
              <td>No</td>
              <td>1.651</td>
              <td>1.105</td>
              <td>2.467</td>
              <td colspan="2">0.014</td>
            </tr>
            <tr>
              <td>Eating eggs</td>
              <td> </td>
              <td> </td>
              <td> </td>
              <td colspan="2"> </td>
            </tr>
            <tr>
              <td>Yes</td>
              <td>Ref.</td>
              <td> </td>
              <td> </td>
              <td colspan="2"> </td>
            </tr>
            <tr>
              <td>No</td>
              <td>2.012</td>
              <td>1.374</td>
              <td>2.944</td>
              <td colspan="2">0.001</td>
            </tr>
          </tbody>
        </table>
        <table-wrap-foot>
          <fn id="idm1850183108">
            <label/>
            <p>Source: Primary data, 2021</p>
          </fn>
        </table-wrap-foot>
      </table-wrap>
      <p>Findings in <xref ref-type="table" rid="idm1842620020">Table 4</xref> revealed that wasting was 5.8 times more among female children male children (AOR: 5.8; 95%CI: 1.68-20.19), children who did not have the toilets in their families were 26 times more likely to develop wasting than those who owned it home (AOR: 26; 95%CI: 9.6-69.9), children who did not practice hand washing were 2.5 times more likely to develop wasting than children who used to wash their hands (AOR: 2.5; 95% CI: 1.013-6.3), children who started to breastfeed later were 2.6 times more likely to be wasted than the children who started to breastfeed within the first hour of life (AOR: 2.6; 95%CI: 1.03-6.7). children who did not eat vegetables were 4.4 times more like to be wasted than the children who ate vegetables (AOR: 4.4; 95%CI: 1.7-10.96), children who did not eat fruits were 6.7 times more likely to be wasted than the children who ate fruits (AOR: 6.7; 95%CI: 2.2-20.5), children who did not eat beans were 10.9 times more likely to be wasted than the children who ate beans (AOR: 10.9; 95%CI: 4.2-27.9) while children who did not eat fishes or small fishes were 4.1 times more likely to be wasted than the children who ate it (AOR: 4.1; 95%CI: 1.6-10.6). <xref ref-type="table" rid="idm1841424340">Table 5</xref></p>
      <table-wrap id="idm1842620020">
        <label>Table 4.</label>
        <caption>
          <title> Distribution of children by predictors of wasting</title>
        </caption>
        <table rules="all" frame="box">
          <tbody>
            <tr>
              <td>Variables</td>
              <td>Adjusted OR (AOR)</td>
              <td colspan="2">95%CI</td>
              <td>p-value*</td>
            </tr>
            <tr>
              <td/>
              <td/>
              <td>Lower limit</td>
              <td>Upper limit</td>
              <td/>
            </tr>
            <tr>
              <td>Child sex</td>
              <td> </td>
              <td> </td>
              <td> </td>
              <td> </td>
            </tr>
            <tr>
              <td>Male</td>
              <td>Ref.</td>
              <td> </td>
              <td> </td>
              <td> </td>
            </tr>
            <tr>
              <td>Female</td>
              <td>5.83</td>
              <td>1.684</td>
              <td>20.19</td>
              <td>0.005</td>
            </tr>
            <tr>
              <td colspan="2">Marital status</td>
              <td> </td>
              <td> </td>
              <td> </td>
            </tr>
            <tr>
              <td>Single</td>
              <td>0.121</td>
              <td>0.038</td>
              <td>0.384</td>
              <td>0.001</td>
            </tr>
            <tr>
              <td>Married</td>
              <td>0.789</td>
              <td>0.154</td>
              <td>4.042</td>
              <td>0.777</td>
            </tr>
            <tr>
              <td>Widowed</td>
              <td>1.184</td>
              <td>0.285</td>
              <td>4.917</td>
              <td>0.816</td>
            </tr>
            <tr>
              <td>Separated</td>
              <td>Ref.</td>
              <td> </td>
              <td> </td>
              <td> </td>
            </tr>
            <tr>
              <td colspan="2">Education status of mothers or caregivers</td>
              <td> </td>
              <td> </td>
              <td> </td>
            </tr>
            <tr>
              <td>No educational</td>
              <td>0.103</td>
              <td>0.037</td>
              <td>0.285</td>
              <td>0.001</td>
            </tr>
            <tr>
              <td>Primary school</td>
              <td>0.236</td>
              <td>0.029</td>
              <td>1.913</td>
              <td>0.176</td>
            </tr>
            <tr>
              <td>University school</td>
              <td>0.451</td>
              <td>0.054</td>
              <td>3.802</td>
              <td>0.464</td>
            </tr>
            <tr>
              <td>TVET School</td>
              <td>Ref.</td>
              <td> </td>
              <td> </td>
              <td> </td>
            </tr>
            <tr>
              <td colspan="2">Weight of the child at delivery</td>
              <td> </td>
              <td> </td>
              <td> </td>
            </tr>
            <tr>
              <td>Less than 2500 gr</td>
              <td>Ref.</td>
              <td> </td>
              <td> </td>
              <td> </td>
            </tr>
            <tr>
              <td>Above 2500 gr</td>
              <td>0.09</td>
              <td>0.035</td>
              <td>0.232</td>
              <td>0.001</td>
            </tr>
            <tr>
              <td colspan="2">Treatment of water</td>
              <td> </td>
              <td> </td>
              <td> </td>
            </tr>
            <tr>
              <td>Boiled water</td>
              <td>1.74</td>
              <td>0.482</td>
              <td>6.282</td>
              <td>0.398</td>
            </tr>
            <tr>
              <td>Filter water</td>
              <td>4.439</td>
              <td>1.356</td>
              <td>14.527</td>
              <td>0.014</td>
            </tr>
            <tr>
              <td>No treatment of water</td>
              <td>Ref.</td>
              <td> </td>
              <td> </td>
              <td> </td>
            </tr>
            <tr>
              <td colspan="2">Sanitation facility</td>
              <td> </td>
              <td> </td>
              <td> </td>
            </tr>
            <tr>
              <td>Yes</td>
              <td>Ref.</td>
              <td> </td>
              <td> </td>
              <td> </td>
            </tr>
            <tr>
              <td>No</td>
              <td>26.022</td>
              <td>9.684</td>
              <td>69.919</td>
              <td>0.001</td>
            </tr>
            <tr>
              <td colspan="2">Handwashing</td>
              <td> </td>
              <td> </td>
              <td> </td>
            </tr>
            <tr>
              <td>Yes</td>
              <td>Ref.</td>
              <td> </td>
              <td> </td>
              <td> </td>
            </tr>
            <tr>
              <td>No</td>
              <td>2.532</td>
              <td>1.013</td>
              <td>6.329</td>
              <td>0.047</td>
            </tr>
            <tr>
              <td>Malaria</td>
              <td> </td>
              <td> </td>
              <td> </td>
              <td> </td>
            </tr>
            <tr>
              <td>Yes</td>
              <td>Ref.</td>
              <td> </td>
              <td> </td>
              <td> </td>
            </tr>
            <tr>
              <td>No</td>
              <td>0.024</td>
              <td>0.008</td>
              <td>0.069</td>
              <td>0.001</td>
            </tr>
            <tr>
              <td>Diarrhea</td>
              <td> </td>
              <td> </td>
              <td> </td>
              <td> </td>
            </tr>
            <tr>
              <td>Yes</td>
              <td colspan="2">             Ref.</td>
              <td> </td>
              <td> </td>
            </tr>
            <tr>
              <td>No</td>
              <td>0.021</td>
              <td>0.007</td>
              <td>0.061</td>
              <td>0.001</td>
            </tr>
            <tr>
              <td colspan="2">Milk support</td>
              <td> </td>
              <td> </td>
              <td> </td>
            </tr>
            <tr>
              <td>Yes</td>
              <td>Ref.</td>
              <td> </td>
              <td> </td>
              <td> </td>
            </tr>
            <tr>
              <td>No</td>
              <td>0.185</td>
              <td>0.074</td>
              <td>0.463</td>
              <td>0.001</td>
            </tr>
            <tr>
              <td colspan="3">Start to breastfeed the child</td>
              <td> </td>
              <td> </td>
            </tr>
            <tr>
              <td>Within the first hour</td>
              <td>Ref.</td>
              <td> </td>
              <td> </td>
              <td> </td>
            </tr>
            <tr>
              <td>Later</td>
              <td>2.647</td>
              <td>1.035</td>
              <td>6.77</td>
              <td>0.042</td>
            </tr>
            <tr>
              <td colspan="4">Introduction of solid/semi solid foods</td>
              <td> </td>
            </tr>
            <tr>
              <td>Before six months</td>
              <td>Ref.</td>
              <td> </td>
              <td> </td>
              <td> </td>
            </tr>
            <tr>
              <td>After six months</td>
              <td>0.17</td>
              <td>0.056</td>
              <td>0.518</td>
              <td>0.002</td>
            </tr>
            <tr>
              <td colspan="5">Eating vegetables</td>
            </tr>
            <tr>
              <td>Yes</td>
              <td>Ref.</td>
              <td> </td>
              <td> </td>
              <td> </td>
            </tr>
            <tr>
              <td>No</td>
              <td>4.41</td>
              <td>1.775</td>
              <td>10.96</td>
              <td>0.001</td>
            </tr>
            <tr>
              <td>Eating fruits</td>
              <td> </td>
              <td> </td>
              <td> </td>
              <td> </td>
            </tr>
            <tr>
              <td>Yes</td>
              <td>Ref.</td>
              <td> </td>
              <td> </td>
              <td> </td>
            </tr>
            <tr>
              <td>No</td>
              <td>6.752</td>
              <td>2.218</td>
              <td>20.554</td>
              <td>0.001</td>
            </tr>
            <tr>
              <td>Eating beans </td>
              <td> </td>
              <td> </td>
              <td> </td>
              <td> </td>
            </tr>
            <tr>
              <td>Yes</td>
              <td>Ref.</td>
              <td> </td>
              <td> </td>
              <td> </td>
            </tr>
            <tr>
              <td>No</td>
              <td>10.912</td>
              <td>4.257</td>
              <td>27.969</td>
              <td>0.01</td>
            </tr>
            <tr>
              <td>Eating meat</td>
              <td> </td>
              <td> </td>
              <td> </td>
              <td> </td>
            </tr>
            <tr>
              <td>No</td>
              <td>Ref.</td>
              <td> </td>
              <td> </td>
              <td> </td>
            </tr>
            <tr>
              <td>Yes</td>
              <td>1.912</td>
              <td>1.309</td>
              <td>2.792</td>
              <td>0.001</td>
            </tr>
            <tr>
              <td colspan="3">Eating fishes or small fishes</td>
              <td> </td>
              <td> </td>
            </tr>
            <tr>
              <td>Yes</td>
              <td>Ref.</td>
              <td> </td>
              <td> </td>
              <td> </td>
            </tr>
            <tr>
              <td>No</td>
              <td>4.171</td>
              <td>1.627</td>
              <td>10.698</td>
              <td>0.003</td>
            </tr>
            <tr>
              <td colspan="2">Age group of the child</td>
              <td> </td>
              <td> </td>
              <td> </td>
            </tr>
            <tr>
              <td>6-14</td>
              <td>0.087</td>
              <td>0.044</td>
              <td>0.171</td>
              <td>0.001</td>
            </tr>
            <tr>
              <td>15-23</td>
              <td>0.015</td>
              <td>0.002</td>
              <td>0.111</td>
              <td>0.001</td>
            </tr>
            <tr>
              <td>24-32</td>
              <td>0.016</td>
              <td>0.002</td>
              <td>0.118</td>
              <td>0.001</td>
            </tr>
            <tr>
              <td>51-59</td>
              <td>Ref.</td>
              <td> </td>
              <td> </td>
              <td> </td>
            </tr>
          </tbody>
        </table>
        <table-wrap-foot>
          <fn id="idm1839977860">
            <label/>
            <p>Source: Primary data, 2021</p>
          </fn>
        </table-wrap-foot>
      </table-wrap>
      <table-wrap id="idm1841424340">
        <label>Table 5.</label>
        <caption>
          <title> Distribution of children by predictors of underweight</title>
        </caption>
        <table rules="all" frame="box">
          <tbody>
            <tr>
              <td>Variables</td>
              <td>Adjusted OR (AOR)</td>
              <td colspan="4">95%CI</td>
              <td>p-value*</td>
            </tr>
            <tr>
              <td/>
              <td/>
              <td>Lower limit</td>
              <td colspan="3">Upper limit</td>
              <td/>
            </tr>
            <tr>
              <td>Child sex</td>
              <td> </td>
              <td> </td>
              <td colspan="3"> </td>
              <td> </td>
            </tr>
            <tr>
              <td>Male</td>
              <td>Ref.</td>
              <td> </td>
              <td colspan="3"> </td>
              <td> </td>
            </tr>
            <tr>
              <td>Female</td>
              <td>2.343</td>
              <td>1.599</td>
              <td colspan="3">3.434</td>
              <td>0.001</td>
            </tr>
            <tr>
              <td colspan="2">Marital status</td>
              <td> </td>
              <td colspan="3"> </td>
              <td> </td>
            </tr>
            <tr>
              <td>Single</td>
              <td>0.432</td>
              <td>0.252</td>
              <td colspan="3">0.739</td>
              <td>0.02</td>
            </tr>
            <tr>
              <td>Married</td>
              <td>1.006</td>
              <td>0.367</td>
              <td colspan="3">2.755</td>
              <td>0.991</td>
            </tr>
            <tr>
              <td>Divorced</td>
              <td>1.135</td>
              <td>0.375</td>
              <td colspan="3">3.438</td>
              <td>0.823</td>
            </tr>
            <tr>
              <td>Widowed</td>
              <td>1.327</td>
              <td>0.477</td>
              <td colspan="3">3.685</td>
              <td>0.588</td>
            </tr>
            <tr>
              <td>Separated</td>
              <td>Ref.</td>
              <td> </td>
              <td colspan="3"> </td>
              <td> </td>
            </tr>
            <tr>
              <td colspan="2">Education status of mothers or caregivers</td>
              <td> </td>
              <td colspan="3"> </td>
              <td> </td>
            </tr>
            <tr>
              <td>No educational</td>
              <td>0.553</td>
              <td>0.333</td>
              <td colspan="3">0.919</td>
              <td>0.022</td>
            </tr>
            <tr>
              <td>Primary school</td>
              <td>0.319</td>
              <td>0.122</td>
              <td colspan="3">0.837</td>
              <td>0.02</td>
            </tr>
            <tr>
              <td>Secondary school</td>
              <td>0.319</td>
              <td>0.122</td>
              <td colspan="3">0.837</td>
              <td>0.02</td>
            </tr>
            <tr>
              <td>University school</td>
              <td>0.191</td>
              <td>0.049</td>
              <td colspan="3">0.753</td>
              <td>0.018</td>
            </tr>
            <tr>
              <td>TVET School</td>
              <td>Ref.</td>
              <td> </td>
              <td colspan="3"> </td>
              <td> </td>
            </tr>
            <tr>
              <td colspan="2">Weight of the child at delivery</td>
              <td> </td>
              <td colspan="3"> </td>
              <td> </td>
            </tr>
            <tr>
              <td>Less than 2500 gr</td>
              <td>Ref.</td>
              <td> </td>
              <td colspan="3"> </td>
              <td> </td>
            </tr>
            <tr>
              <td>Above 2500 gr</td>
              <td>0.514</td>
              <td>0.273</td>
              <td colspan="3">0.969</td>
              <td>0.04</td>
            </tr>
            <tr>
              <td colspan="2">Treatment of water</td>
              <td> </td>
              <td colspan="3"> </td>
              <td> </td>
            </tr>
            <tr>
              <td>Boiled water</td>
              <td>0.943</td>
              <td>0.612</td>
              <td colspan="3">1.455</td>
              <td>0.792</td>
            </tr>
            <tr>
              <td>Filter water</td>
              <td>1.823</td>
              <td>1.123</td>
              <td colspan="3">2.959</td>
              <td>0.015</td>
            </tr>
            <tr>
              <td>No treatment of water</td>
              <td>Ref.</td>
              <td> </td>
              <td colspan="3"> </td>
              <td> </td>
            </tr>
            <tr>
              <td colspan="2">Sanitation facility</td>
              <td> </td>
              <td colspan="3"> </td>
              <td> </td>
            </tr>
            <tr>
              <td>Yes</td>
              <td>Ref.</td>
              <td> </td>
              <td colspan="3"> </td>
              <td> </td>
            </tr>
            <tr>
              <td>No</td>
              <td>4.131</td>
              <td>1.833</td>
              <td colspan="3">9.312</td>
              <td>0.001</td>
            </tr>
            <tr>
              <td colspan="2">Handwashing practices</td>
              <td> </td>
              <td colspan="3"> </td>
              <td> </td>
            </tr>
            <tr>
              <td>Yes</td>
              <td>Ref.</td>
              <td> </td>
              <td colspan="3"> </td>
              <td> </td>
            </tr>
            <tr>
              <td>No</td>
              <td>1.569</td>
              <td>1.067</td>
              <td colspan="3">2.309</td>
              <td>0.022</td>
            </tr>
            <tr>
              <td colspan="2"> Malaria infection</td>
              <td> </td>
              <td> </td>
              <td> </td>
              <td colspan="2"> </td>
            </tr>
            <tr>
              <td>Yes</td>
              <td>Ref.</td>
              <td> </td>
              <td colspan="3"> </td>
              <td> </td>
            </tr>
            <tr>
              <td>No</td>
              <td>0.377</td>
              <td>0.152</td>
              <td colspan="3">0.936</td>
              <td>0.035</td>
            </tr>
            <tr>
              <td colspan="2">Diarrhea</td>
              <td> </td>
              <td colspan="3"> </td>
              <td> </td>
            </tr>
            <tr>
              <td>Yes</td>
              <td>Ref.</td>
              <td> </td>
              <td colspan="3"> </td>
              <td> </td>
            </tr>
            <tr>
              <td>No</td>
              <td>0.332</td>
              <td>0.136</td>
              <td colspan="3">0.811</td>
              <td>0.016</td>
            </tr>
            <tr>
              <td colspan="2">Milk support</td>
              <td> </td>
              <td colspan="3"> </td>
              <td> </td>
            </tr>
            <tr>
              <td>No</td>
              <td>Ref.</td>
              <td> </td>
              <td colspan="3"> </td>
              <td> </td>
            </tr>
            <tr>
              <td>Yes</td>
              <td>0.22</td>
              <td>0.125</td>
              <td colspan="3">0.389</td>
              <td>0.001</td>
            </tr>
            <tr>
              <td colspan="2">Ongera intungamubiri</td>
              <td> </td>
              <td colspan="3"> </td>
              <td> </td>
            </tr>
            <tr>
              <td>No</td>
              <td>Ref.</td>
              <td> </td>
              <td colspan="3"> </td>
              <td> </td>
            </tr>
            <tr>
              <td>Yes</td>
              <td>0.237</td>
              <td>0.159</td>
              <td colspan="3">0.353</td>
              <td>0.001</td>
            </tr>
            <tr>
              <td colspan="2">Still breastfeeding</td>
              <td> </td>
              <td colspan="3"> </td>
              <td> </td>
            </tr>
            <tr>
              <td>Yes</td>
              <td>Ref.</td>
              <td> </td>
              <td colspan="3"> </td>
              <td> </td>
            </tr>
            <tr>
              <td>No</td>
              <td>4.599</td>
              <td>2.913</td>
              <td colspan="3">7.26</td>
              <td>0.001</td>
            </tr>
            <tr>
              <td colspan="3">Complementary breastfeeding</td>
              <td> </td>
              <td> </td>
              <td colspan="2"> </td>
            </tr>
            <tr>
              <td>Before six months</td>
              <td>Ref.</td>
              <td> </td>
              <td colspan="3"> </td>
              <td> </td>
            </tr>
            <tr>
              <td>After six months</td>
              <td>0.526</td>
              <td>0.359</td>
              <td colspan="3">0.771</td>
              <td>0.001</td>
            </tr>
            <tr>
              <td colspan="2">Eating vegetables</td>
              <td> </td>
              <td colspan="3"> </td>
              <td> </td>
            </tr>
            <tr>
              <td>Yes</td>
              <td>Ref.</td>
              <td> </td>
              <td colspan="3"> </td>
              <td> </td>
            </tr>
            <tr>
              <td>No</td>
              <td>1.9</td>
              <td>1.181</td>
              <td colspan="3">3.057</td>
              <td>0.008</td>
            </tr>
            <tr>
              <td>Eating fruits</td>
              <td> </td>
              <td> </td>
              <td colspan="3"> </td>
              <td> </td>
            </tr>
            <tr>
              <td>Yes</td>
              <td>Ref.</td>
              <td> </td>
              <td colspan="3"> </td>
              <td> </td>
            </tr>
            <tr>
              <td>No</td>
              <td>1.695</td>
              <td>1.153</td>
              <td colspan="3">2.492</td>
              <td>0.007</td>
            </tr>
            <tr>
              <td>Eating meat</td>
              <td> </td>
              <td> </td>
              <td colspan="3"> </td>
              <td> </td>
            </tr>
            <tr>
              <td>No</td>
              <td>Ref.</td>
              <td> </td>
              <td colspan="3"> </td>
              <td> </td>
            </tr>
            <tr>
              <td>Yes</td>
              <td>0.507</td>
              <td>0.315</td>
              <td colspan="3">0.813</td>
              <td>0.005</td>
            </tr>
            <tr>
              <td colspan="2">Eating fishes or small fishes</td>
              <td> </td>
              <td colspan="3"> </td>
              <td> </td>
            </tr>
            <tr>
              <td>Yes</td>
              <td>Ref.</td>
              <td> </td>
              <td colspan="3"> </td>
              <td> </td>
            </tr>
            <tr>
              <td>No</td>
              <td>1.651</td>
              <td>1.105</td>
              <td colspan="3">2.467</td>
              <td>0.014</td>
            </tr>
            <tr>
              <td>Eating eggs</td>
              <td> </td>
              <td> </td>
              <td colspan="3"> </td>
              <td> </td>
            </tr>
            <tr>
              <td>Yes</td>
              <td>Ref.</td>
              <td> </td>
              <td colspan="3"> </td>
              <td> </td>
            </tr>
            <tr>
              <td>No</td>
              <td>2.012</td>
              <td>1.374</td>
              <td colspan="3">2.944</td>
              <td>0.001</td>
            </tr>
          </tbody>
        </table>
        <table-wrap-foot>
          <fn id="idm1839804036">
            <label/>
            <p>Source: Primary data, 2021</p>
          </fn>
        </table-wrap-foot>
      </table-wrap>
      <p>Concerning underweight, female children were 2.3 times more likely to be underweighted than male children (AOR: 2.3, 95%CI: 1.5-3.4, p=0.001), children from households without toilets were 4.1 times more likely to be underweighted than the children from households with hygiene sanitation (AOR: 4.1; 95%CI: 1.8-9.3, p=0.001), mothers who did not practice hand washing were 1.5 times more likely to have   underweighted children than those who used to wash their hands (AOR: 1.5; 95%CI: 1.06-2.3, p=0.022), children who started to breastfeed later were 4.5 times more likely to be underweighted than the children who started to breastfeed within the first hour of life (AOR: 4.5, 95%CI: 2.9-7.2, p=0.001), children who did not eat vegetables were 6.2 times more like to be underweight than the children who ate vegetables (AOR: 6.2; 95%CI: 3-12.8), children who did not eat fruits were 1.6 times more likely to be underweight than the children who ate fruits (AOR: 1.6, 95%CI: 1.1-2.4, p=0.007), and children who did not eat eggs were 2.9 times more likely to be underweight than the children who ate eggs (AOR: 2, 95%CI: 1.3-2.9, p=0.001). </p>
    </sec>
    <sec id="idm1839804828" sec-type="discussion">
      <title>Discussion</title>
      <p>The purpose of this research was to determine the prevalence and factors associated with undernutrition among children aged 6 to 59 months in Ngoma District, Rwanda. In Rwanda, the prevalence of under nutrition (stunting, wasting and underweight) among children aged 6-59 months was 33.7%, 3.6% and 6.6%, respectively. In contrast, prevalence of under nutrition in Ngoma District were found high than the country level as reported by the DHS 2019-2020 (32.5% stunting, 0.7% wasting and 8.5 % underweight) and high compared to the WHO cut-off value (&lt; 20% stunting, &lt; 5% wasting and &lt; 10% underweight) <xref ref-type="bibr" rid="ridm1841907812">8</xref>.</p>
      <p>Prevalence of stunting was lower at 33.7% in Ngoma District compared to the results of             comprehensive food security and vulnerability analysis in 2018 where the report showed the stunting rate in Ngoma District was 37% <xref ref-type="bibr" rid="ridm1841896668">9</xref>. The difference might be due difference in time and methodology used in this study compared to that of national level.</p>
      <p>In this study, female children were 2.3 times more likely to have stunting (AOR: 2.3; 95%CI:              1.599 -3.434) than male children, which is contrary to the study done in Kenya where males were about 1.2 more likely to be stunted than females <xref ref-type="bibr" rid="ridm1841893356">10</xref>. Child weight at birth, mothers never attended school, household wealth index at poorest level (1<sup>st</sup> social category) were less likely contribute to under nutrition. This finding was consistent with a study done in    Rwanda <xref ref-type="bibr" rid="ridm1841891268">11</xref> which shows that child age 24-59 months, low child weight at birth, mother’s never attended school and household wealth index poorest level were contributing factors of stunting.</p>
      <p>Low birth weight (less than 2,500g) contributes to poor health outcomes <xref ref-type="bibr" rid="ridm1841907812">8</xref>. In this study children born with weight lesser than 2,500g were likely to be affected by under nutrition (p&lt;0.05) which was consistent with the study done in Malawi where the childhood under nutrition is significantly associated with low birth    weight <xref ref-type="bibr" rid="ridm1841873524">12</xref>.</p>
      <p>Breastfeeding is the foundation of child             health <xref ref-type="bibr" rid="ridm1841877628">13</xref>. The present study found that late breastfeeding was associated with underweight (AOR: 4.5, 95%CI: 2.9-7.2, p=0.001). Contrary to the study done in Kenya where breastfeeding was not associated with wasting <xref ref-type="bibr" rid="ridm1841875396">14</xref>. But, it was consistent with a study done in Sudan where there was statistical significance between breastfeeding and malnutrition <xref ref-type="bibr" rid="ridm1841854468">15</xref>.</p>
      <p>The study finding showed that minimum dietary diversity was significantly associated with the decrease of under nutrition. This finding was consistent with findings from a study done in Tanzania <xref ref-type="bibr" rid="ridm1841851660">16</xref> where eat diverse diet was significantly associated with the reduction of under nutrition.</p>
    </sec>
    <sec id="idm1839805332" sec-type="conclusions">
      <title>Conclusion </title>
      <p>In Ngoma District, stunted children were at 33.7 % and wasting at 3.6 % among those ones aged between 6-59 months compared to the national level where stunting was at 32.7 % and wasting at 0.7%. Socio-economic factors associated with under nutrition identified were child gender, water treatment, hand washing practices, and sanitation facility. Feeding practices in infant and young child, feeding the child before six months, breastfeeding, dietary diversity (vegetables, beans, fruits and fishes) were associated with under nutrition among children aged between 6-59 months. Efforts should be made to improve nutritional status for the children under 5 years, to improve the environment where the children live and to educate mothers or caregivers how to prepare balance diet specifically for the children under five years.</p>
    </sec>
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