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  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">JPP</journal-id>
      <journal-id journal-id-type="nlm-ta">JMIR Pediatr Parent</journal-id>
      <journal-title>JMIR Pediatrics and Parenting</journal-title>
      <issn pub-type="epub">2561-6722</issn>
      <publisher>
        <publisher-name>JMIR Publications</publisher-name>
        <publisher-loc>Toronto, Canada</publisher-loc>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="publisher-id">v8i1e78511</article-id>
      <article-id pub-id-type="pmid">41032867</article-id>
      <article-id pub-id-type="doi">10.2196/78511</article-id>
      <article-categories>
        <subj-group subj-group-type="heading">
          <subject>Original Paper</subject>
        </subj-group>
        <subj-group subj-group-type="article-type">
          <subject>Original Paper</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Quality of First Prenatal Consultations in Malemba Nkulu, Democratic Republic of Congo: Challenges and Opportunities in a Cross-Sectional Study</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="editor">
          <name>
            <surname>Badawy</surname>
            <given-names>Sherif</given-names>
          </name>
        </contrib>
      </contrib-group>
      <contrib-group>
        <contrib contrib-type="reviewer">
          <name>
            <surname>Kasaro</surname>
            <given-names>Margaret Phiri</given-names>
          </name>
        </contrib>
        <contrib contrib-type="reviewer">
          <name>
            <surname>Mandona</surname>
            <given-names>Nelly</given-names>
          </name>
        </contrib>
      </contrib-group>
      <contrib-group>
        <contrib id="contrib1" contrib-type="author" corresp="yes" equal-contrib="yes">
          <name name-style="western">
            <surname>Ilunga Mbayo</surname>
            <given-names>Fiston</given-names>
          </name>
          <degrees>MPH, MD</degrees>
          <xref rid="aff1" ref-type="aff">1</xref>
          <address>
            <institution>School of Public Health</institution>
            <institution>Faculty of Medicine</institution>
            <institution>University of Kinshasa</institution>
            <addr-line>PO Box 11850</addr-line>
            <addr-line>Kinshasa</addr-line>
            <country>the Democratic Republic of the Congo</country>
            <phone>243 995716784</phone>
            <email>ilungambayofiston@gmail.com</email>
          </address>
          <xref rid="aff2" ref-type="aff">2</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0009-0004-0354-721X</ext-link>
        </contrib>
        <contrib id="contrib2" contrib-type="author">
          <name name-style="western">
            <surname>Geri Madragule</surname>
            <given-names>Pascal</given-names>
          </name>
          <degrees>MPH, MD</degrees>
          <xref rid="aff3" ref-type="aff">3</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0009-0009-1327-9999</ext-link>
        </contrib>
        <contrib id="contrib3" contrib-type="author">
          <name name-style="western">
            <surname>Kanku wa Ilunga</surname>
            <given-names>Pacifique</given-names>
          </name>
          <degrees>MPH, MD</degrees>
          <xref rid="aff3" ref-type="aff">3</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0009-0005-4738-2549</ext-link>
        </contrib>
        <contrib id="contrib4" contrib-type="author">
          <name name-style="western">
            <surname>Bwana Kangulu</surname>
            <given-names>Ignace</given-names>
          </name>
          <degrees>MD, PhD</degrees>
          <xref rid="aff3" ref-type="aff">3</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0009-0007-9306-3578</ext-link>
        </contrib>
        <contrib id="contrib5" contrib-type="author">
          <name name-style="western">
            <surname>Nkamba Mukadi</surname>
            <given-names>Dalau</given-names>
          </name>
          <degrees>MPH, MD, PhD</degrees>
          <xref rid="aff1" ref-type="aff">1</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0002-5379-0507</ext-link>
        </contrib>
      </contrib-group>
      <aff id="aff1">
        <label>1</label>
        <institution>School of Public Health</institution>
        <institution>Faculty of Medicine</institution>
        <institution>University of Kinshasa</institution>
        <addr-line>Kinshasa</addr-line>
        <country>the Democratic Republic of the Congo</country>
      </aff>
      <aff id="aff2">
        <label>2</label>
        <institution>Department of Public Health</institution>
        <institution>General Referral Hospital of Malemba Nkulu</institution>
        <addr-line>Malemba Nkulu</addr-line>
        <country>the Democratic Republic of the Congo</country>
      </aff>
      <aff id="aff3">
        <label>3</label>
        <institution>Faculty of Medicine</institution>
        <institution>University of Kamina</institution>
        <addr-line>Kamina</addr-line>
        <country>the Democratic Republic of the Congo</country>
      </aff>
      <author-notes>
        <corresp>Corresponding Author: Fiston Ilunga Mbayo <email>ilungambayofiston@gmail.com</email></corresp>
      </author-notes>
      <pub-date pub-type="collection">
        <year>2025</year>
      </pub-date>
      <pub-date pub-type="epub">
        <day>1</day>
        <month>10</month>
        <year>2025</year>
      </pub-date>
      <volume>8</volume>
      <elocation-id>e78511</elocation-id>
      <history>
        <date date-type="received">
          <day>3</day>
          <month>6</month>
          <year>2025</year>
        </date>
        <date date-type="rev-request">
          <day>21</day>
          <month>8</month>
          <year>2025</year>
        </date>
        <date date-type="rev-recd">
          <day>22</day>
          <month>8</month>
          <year>2025</year>
        </date>
        <date date-type="accepted">
          <day>10</day>
          <month>9</month>
          <year>2025</year>
        </date>
      </history>
      <copyright-statement>©Fiston Ilunga Mbayo, Pascal Geri Madragule, Pacifique Kanku wa Ilunga, Ignace Bwana Kangulu, Dalau Nkamba Mukadi. Originally published in JMIR Pediatrics and Parenting (https://pediatrics.jmir.org), 01.10.2025.</copyright-statement>
      <copyright-year>2025</copyright-year>
      <license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0/">
        <p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in JMIR Pediatrics and Parenting, is properly cited. The complete bibliographic information, a link to the original publication on https://pediatrics.jmir.org, as well as this copyright and license information must be included.</p>
      </license>
      <self-uri xlink:href="https://pediatrics.jmir.org/2025/1/e78511" xlink:type="simple"/>
      <abstract>
        <sec sec-type="background">
          <title>Background</title>
          <p>Maternal mortality remains alarmingly high in the Democratic Republic of Congo (DRC), particularly in rural areas where access to quality prenatal care is limited. Despite global efforts to improve maternal health, systemic gaps persist in the delivery of antenatal services.</p>
        </sec>
        <sec sec-type="objective">
          <title>Objective</title>
          <p>The objective of this study is to assess the quality of first antenatal consultations in the Malemba Nkulu health zone and identify structural and procedural factors contributing to substandard care.</p>
        </sec>
        <sec sec-type="methods">
          <title>Methods</title>
          <p>A cross-sectional descriptive study was conducted in November 2023 across 8 health facilities selected through simple random sampling. Data were collected from 248 pregnant women attending their first prenatal visit and from 14 health care providers. Quality indicators were assessed using a structured checklist based on World Health Organization (WHO) standards. Variables included provider qualifications, availability of diagnostic tools, and completeness of clinical assessments.</p>
        </sec>
        <sec sec-type="results">
          <title>Results</title>
          <p>Only 2% (5/248) of first antenatal consultations met the minimum quality standards. Major deficiencies included lack of physical examinations 78% (193/248), absence of essential laboratory tests 92% (228/248), and inadequate counseling 85% (212/248). Facilities lacked basic equipment such as blood pressure monitors and hemoglobin tests. Provider training was inconsistent, and community awareness of prenatal care remained low.</p>
        </sec>
        <sec sec-type="conclusions">
          <title>Conclusions</title>
          <p>The quality of first antenatal consultations in Malemba Nkulu is critically poor, reflecting broader systemic challenges in rural maternal health care. Strengthening provider training, improving infrastructure, and enhancing community engagement are essential to reduce maternal mortality and improve outcomes in resource-limited settings.</p>
        </sec>
      </abstract>
      <kwd-group>
        <kwd>quality</kwd>
        <kwd>antenatal</kwd>
        <kwd>consultation</kwd>
        <kwd>maternal health</kwd>
        <kwd>Democratic Republic of Congo</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec sec-type="introduction">
      <title>Introduction</title>
      <sec>
        <title>Background</title>
        <p>Maternal mortality remains a major public health concern in low-resource settings, particularly in sub-Saharan Africa. According to the World Health Organization (WHO), nearly 99% of maternal deaths occur in countries with limited access to quality care [<xref ref-type="bibr" rid="ref1">1</xref>]. In the Democratic Republic of Congo (DRC), the maternal mortality ratio is estimated at 473 deaths per 100,000 live births [<xref ref-type="bibr" rid="ref2">2</xref>], a figure that reflects persistent gaps in the health system and the urgent need for targeted interventions.</p>
        <p>Antenatal care (ANC) is widely recognized as a key strategy to reduce maternal and neonatal morbidity and mortality. The WHO recommends at least 8 prenatal visits, with the first ideally occurring before 12 weeks of gestation [<xref ref-type="bibr" rid="ref3">3</xref>]. Early and high-quality ANC enables timely screening, prevention of complications, and health education. However, in the DRC, fewer than 8% of pregnant women initiate ANC in the first trimester [<xref ref-type="bibr" rid="ref4">4</xref>], and many consultations are conducted by providers lacking formal medical training [<xref ref-type="bibr" rid="ref5">5</xref>].</p>
        <p>The Malemba Nkulu health zone, located in the rural province of Haut-Lomami, exemplifies these challenges. It was selected for this study due to its high maternal risk profile, limited access to qualified health personnel, and absence of recent data on ANC quality. Preliminary data from this region reveal that over half of pregnant women (52.4%) attend their first ANC visit in the third trimester, limiting the effectiveness of preventive measures. Additionally, nearly 43% of consultations are conducted by traditional birth attendants without advanced medical qualifications, and more than 60% of health facilities lack essential equipment for complete prenatal assessments, including tests for anemia and maternal infections [<xref ref-type="bibr" rid="ref6">6</xref>]. These findings suggest that the quality of the first antenatal consultation (ANC1) may be a critical determinant of maternal outcomes. While previous studies in West Africa have linked ANC quality to provider training, infrastructure, and community engagement [<xref ref-type="bibr" rid="ref7">7</xref>], few have examined this issue in depth within the DRC. Evidence from Rwanda and Ethiopia shows that integrating ANC into community health programs and investing in provider capacity can significantly improve maternal care [<xref ref-type="bibr" rid="ref8">8</xref>].</p>
      </sec>
      <sec>
        <title>Objective</title>
        <p>This study aims to assess the quality of the first antenatal consultation in the Malemba Nkulu health zone using national and international standards as benchmarks. It seeks to identify structural, procedural, and contextual factors that influence care quality and to inform strategies for improving maternal health in rural Congolese settings.</p>
      </sec>
    </sec>
    <sec sec-type="methods">
      <title>Methods</title>
      <sec>
        <title>Study Design and Setting</title>
        <p>This study used a descriptive cross-sectional design to assess the quality of ANC1s in the Malemba Nkulu health zone. The study was conducted over a 2-month period from November to December 2023. This design was selected to provide a snapshot of service delivery and identify gaps in compliance with national and WHO standards.</p>
      </sec>
      <sec>
        <title>Study Site</title>
        <p>This study took place in the Malemba Nkulu health zone, located in the rural province of Haut-Lomami in southeastern DRC. The area is characterized by limited access to qualified health personnel, inadequate infrastructure, and high maternal risk indicators, making it a relevant setting for evaluating ANC quality.</p>
      </sec>
      <sec>
        <title>Sampling and Methodological Justification</title>
        <p>This study used a mixed sampling approach, combining probabilistic and nonprobabilistic techniques to ensure both representativeness and feasibility in a resource-limited rural context.</p>
        <sec>
          <title>Health Facilities</title>
          <p>Eight facilities were selected using simple random sampling from the official list of centers providing ANC services within the Malemba Nkulu health zone. This method ensured equal probability of selection and minimized selection bias.</p>
        </sec>
        <sec>
          <title>Pregnant Women</title>
          <p>A total of 248 pregnant women were recruited through consecutive sampling, including all eligible participants attending their ANC1 during the study period. This approach captured real-time practices without interruption or subjective filtering.</p>
        </sec>
        <sec>
          <title>Health Care Providers</title>
          <p>Fourteen providers were included through exhaustive sampling, meaning all active personnel involved in ANC1 services at the selected facilities were enrolled, provided they had at least 6 months of experience in antenatal care. This ensured a comprehensive representation of professional profiles and practices.</p>
        </sec>
        <sec>
          <title>Methodological Rationale</title>
          <p>This sampling strategy was chosen to maximize data representativeness in a heterogeneous rural environment, minimize bias related to participant availability and provider selection, and facilitate logistical implementation under field conditions.</p>
        </sec>
      </sec>
      <sec>
        <title>Study Population and Eligibility Criteria</title>
        <sec>
          <title>Pregnant Women</title>
          <p>The inclusion criteria for pregnant women included those (1) attending their ANC1 during the study period, (2) receiving care in one of the selected facilities, and (3) providing informed consent after explanation of study objectives. Pregnant women were excluded if their ANC1 was previously conducted in another facility or if they refused to participate.</p>
        </sec>
        <sec>
          <title>Health Care Providers</title>
          <p>The inclusion criteria for health care providers included those (1) actively involved in delivering ANC services in the selected facilities and (2) with a minimum of 6 months’ experience in antenatal care provision. Health care providers were excluded if they were absent during the study period due to leave or reassignment or refused to participate.</p>
        </sec>
        <sec>
          <title>Sampling Strategy and Justification</title>
          <p>Health facilities were selected using simple random sampling to ensure equal probability of inclusion and reduce selection bias. Pregnant women were recruited consecutively, including all eligible women presenting for ANC1 during the study period. Health care providers were included exhaustively from the selected facilities, based on availability and direct involvement in ANC.</p>
          <p>This mixed sampling approach was chosen to maximize representativeness and feasibility. The final sample included 248 pregnant women and 14 health care providers, reflecting the diversity of practices and qualifications across the zone.</p>
        </sec>
      </sec>
      <sec>
        <title>Data Collection Procedures</title>
        <p>Data were collected using a standardized observation grid adapted from national guidelines and WHO recommendations. Ten key dimensions of ANC1 were assessed, as outlined in <xref ref-type="table" rid="table1">Table 1</xref>.</p>
        <p>Each consultation was directly observed by trained data collectors. Medical records were reviewed to confirm procedures, and structured interviews were conducted with pregnant women to assess their perceptions of care.</p>
        <table-wrap position="float" id="table1">
          <label>Table 1</label>
          <caption>
            <p>A summary for the measurement of the first antenatal consultation (ANC1) quality variable. The maximum total ANC1 quality score is 100, with each domain contributing up to 10 points.</p>
          </caption>
          <table width="1000" cellpadding="5" cellspacing="0" border="1" rules="groups" frame="hsides">
            <col width="30"/>
            <col width="470"/>
            <col width="0"/>
            <col width="250"/>
            <col width="0"/>
            <col width="250"/>
            <col width="0"/>
            <col width="0"/>
            <col width="0"/>
            <thead>
              <tr valign="top">
                <td colspan="3">Domains and their objects</td>
                <td colspan="2">Measure</td>
                <td colspan="4">Percentage rating per object</td>
              </tr>
            </thead>
            <tbody>
              <tr valign="top">
                <td colspan="8">
                  <bold>History of pregnant women</bold>
                </td>
                <td>
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Age of the pregnant woman</td>
                <td colspan="2">1=Requested, 0=No</td>
                <td colspan="2">2.5</td>
                <td colspan="3">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Medications that the pregnant woman takes</td>
                <td colspan="2">1=Requested, 0=No</td>
                <td colspan="2">2.5</td>
                <td colspan="3">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Date of start of the pregnant woman’s last menstrual period</td>
                <td colspan="2">1=Requested, 0=No</td>
                <td colspan="2">2.5</td>
                <td colspan="3">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Number of previous pregnancies the pregnant woman has had</td>
                <td colspan="2">1=Requested, 0=No</td>
                <td colspan="2">2.5</td>
                <td colspan="3">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td colspan="3">
                  <bold>Aspects of previous pregnancies</bold>
                </td>
                <td colspan="2">
                  <break/>
                </td>
                <td colspan="2">
                  <break/>
                </td>
                <td colspan="2">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Previous stillbirth(s)</td>
                <td colspan="2">1=Requested, 0=No</td>
                <td colspan="2">1</td>
                <td colspan="3">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Infant(s) who died during the first week of life</td>
                <td colspan="2">1=Requested, 0=No</td>
                <td colspan="2">1</td>
                <td colspan="3">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Heavy bleeding during or after childbirth</td>
                <td colspan="2">1=Requested, 0=No</td>
                <td colspan="2">1</td>
                <td colspan="3">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Previous assisted delivery (eg, cesarean, vacuum, or forceps)</td>
                <td colspan="2">1=Requested, 0=No</td>
                <td colspan="2">1</td>
                <td colspan="3">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Previous spontaneous abortions</td>
                <td colspan="2">1=Requested, 0=No</td>
                <td colspan="2">1</td>
                <td colspan="3">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Previous multiple pregnancies</td>
                <td colspan="2">1=Requested, 0=No</td>
                <td colspan="2">1</td>
                <td colspan="3">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Previous prolonged work</td>
                <td colspan="2">1=Requested, 0=No</td>
                <td colspan="2">1</td>
                <td colspan="3">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Hypertension induced by previous pregnancy</td>
                <td colspan="2">1=Requested, 0=No</td>
                <td colspan="2">1</td>
                <td colspan="3">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Seizures related to a previous pregnancy</td>
                <td colspan="2">1=Requested, 0=No</td>
                <td colspan="2">1</td>
                <td colspan="3">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>High fever or infection in previous pregnancies</td>
                <td colspan="2">1=Requested, 0=No</td>
                <td colspan="2">1</td>
                <td colspan="3">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td colspan="3">
                  <bold>Danger signs of ongoing pregnancy</bold>
                </td>
                <td colspan="2">
                  <break/>
                </td>
                <td colspan="2">
                  <break/>
                </td>
                <td colspan="2">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Vaginal bleeding</td>
                <td colspan="2">1=Requested, 0=No</td>
                <td colspan="2">1.43</td>
                <td colspan="3">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Fever</td>
                <td colspan="2">1=Requested, 0=No</td>
                <td colspan="2">1.43</td>
                <td colspan="3">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Headache or blurred vision</td>
                <td colspan="2">1=Requested, 0=No</td>
                <td colspan="2">1.43</td>
                <td colspan="3">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Swollen face, hands, or extremities</td>
                <td colspan="2">1=Requested, 0=No</td>
                <td colspan="2">1.43</td>
                <td colspan="3">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Fatigue or shortness of breath</td>
                <td colspan="2">1=Requested, 0=No</td>
                <td colspan="2">1.43</td>
                <td colspan="3">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Cough or difficulty breathing for 3 weeks or more</td>
                <td colspan="2">1=Requested, 0=No</td>
                <td colspan="2">1.43</td>
                <td colspan="3">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Any other symptoms or problems related to this pregnancy</td>
                <td colspan="2">1=Requested, 0=No</td>
                <td colspan="2">1.43</td>
                <td colspan="3">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td colspan="3">
                  <bold>Physical examination</bold>
                </td>
                <td colspan="2">
                  <break/>
                </td>
                <td colspan="2">
                  <break/>
                </td>
                <td colspan="2">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Taking the pregnant woman’s blood pressure</td>
                <td colspan="2">1=Executed, 0=No</td>
                <td colspan="2">1.25</td>
                <td colspan="3">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Weighing the pregnant woman</td>
                <td colspan="2">1=Executed, 0=No</td>
                <td colspan="2">1.25</td>
                <td colspan="3">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Examine the conjunctiva or palms for anemia</td>
                <td colspan="2">1=Executed, 0=No</td>
                <td colspan="2">1.25</td>
                <td colspan="3">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Examine legs, feet, and hands for edema</td>
                <td colspan="2">1=Executed, 0=No</td>
                <td colspan="2">1.25</td>
                <td colspan="3">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Examine any swollen lymph nodes or glands</td>
                <td colspan="2">1=Executed, 0=No</td>
                <td colspan="2">1.25</td>
                <td colspan="3">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Palpate or measure the pregnant woman’s abdomen for fundal height</td>
                <td colspan="2">1=Executed, 0=No</td>
                <td colspan="2">1.25</td>
                <td colspan="3">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Examine the pregnant woman’s breasts</td>
                <td colspan="2">1=Executed, 0=No</td>
                <td colspan="2">1.25</td>
                <td colspan="3">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Perform a vaginal examination or perineal examination</td>
                <td colspan="2">1=Executed, 0=No</td>
                <td colspan="2">1.25</td>
                <td colspan="3">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td colspan="3">
                  <bold>Routine examinations</bold>
                </td>
                <td colspan="2">
                  <break/>
                </td>
                <td colspan="2">
                  <break/>
                </td>
                <td colspan="2">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Hemoglobin test</td>
                <td colspan="2">1=Executed, 0=No</td>
                <td colspan="2">2.5</td>
                <td colspan="3">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Blood typing</td>
                <td colspan="2">1=Executed, 0=No</td>
                <td colspan="2">2.5</td>
                <td colspan="3">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Any urine test</td>
                <td colspan="2">1=Executed, 0=No</td>
                <td colspan="2">2.5</td>
                <td colspan="3">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Syphilis test</td>
                <td colspan="2">1=Executed, 0=No</td>
                <td colspan="2">2.5</td>
                <td colspan="3">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td colspan="3">
                  <bold>HIV testing and counseling</bold>
                </td>
                <td colspan="2">
                  <break/>
                </td>
                <td colspan="2">
                  <break/>
                </td>
                <td colspan="2">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Asked if the pregnant woman knew her HIV status</td>
                <td colspan="2">1=Requested, 0=No</td>
                <td colspan="2">2</td>
                <td colspan="3">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Provide or refer for advice related to HIV testing</td>
                <td colspan="2">1=Executed, 0=No</td>
                <td colspan="2">2</td>
                <td colspan="3">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Perform or refer for an HIV test</td>
                <td colspan="2">1=Executed, 0=No</td>
                <td colspan="2">2</td>
                <td colspan="3">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Providing posttest counseling</td>
                <td colspan="2">1=Executed, 0=No</td>
                <td colspan="2">2</td>
                <td colspan="3">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Discussion on partner testing</td>
                <td colspan="2">1=Discussed, 0=No</td>
                <td colspan="2">2</td>
                <td colspan="3">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td colspan="3">
                  <bold>Maintaining a healthy pregnancy</bold>
                </td>
                <td colspan="2">
                  <break/>
                </td>
                <td colspan="2">
                  <break/>
                </td>
                <td colspan="2">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Discussed nutrition (ie, food to eat) during pregnancy</td>
                <td colspan="2">1=Discussed, 0=No</td>
                <td colspan="2">3.33</td>
                <td colspan="3">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Informing the pregnant woman about the progress of the pregnancy</td>
                <td colspan="2">1=Executed, 0=No</td>
                <td colspan="2">3.33</td>
                <td colspan="3">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Discussed the importance of at least 4 prenatal visits</td>
                <td colspan="2">1=Executed, 0=No</td>
                <td colspan="2">3.33</td>
                <td colspan="3">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td colspan="3">
                  <bold>Iron and folate supplementation</bold>
                </td>
                <td colspan="2">
                  <break/>
                </td>
                <td colspan="2">
                  <break/>
                </td>
                <td colspan="2">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Prescribed or given iron or folic acid tablets or both</td>
                <td colspan="2">1=Executed, 0=No</td>
                <td colspan="2">2.5</td>
                <td colspan="3">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Explained the purpose of iron or folic acid</td>
                <td colspan="2">1=Executed, 0=No</td>
                <td colspan="2">2.5</td>
                <td colspan="3">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Explained how to take iron or folic acid tablets</td>
                <td colspan="2">1=Executed, 0=No</td>
                <td colspan="2">2.5</td>
                <td colspan="3">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Explanation of the side effects of iron or folic acid tablets</td>
                <td colspan="2">1=Executed, 0=No</td>
                <td colspan="2">2.5</td>
                <td colspan="3">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td colspan="3">
                  <bold>Tetanus toxoid injection</bold>
                </td>
                <td colspan="2">
                  <break/>
                </td>
                <td colspan="2">
                  <break/>
                </td>
                <td colspan="2">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Prescribed or administered a TAT<sup>a</sup> injection</td>
                <td colspan="2">1=Executed, 0=No</td>
                <td colspan="2">3.33</td>
                <td colspan="3">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Explained the purpose of TAT injection</td>
                <td colspan="2">1=Executed, 0=No</td>
                <td colspan="2">3.33</td>
                <td colspan="3">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>TAT card verified or ANC<sup>b</sup> card</td>
                <td colspan="2">1=Executed, 0=No</td>
                <td colspan="2">3.33</td>
                <td colspan="3">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td colspan="3">
                  <bold>Preparation for childbirth</bold>
                </td>
                <td colspan="2">
                  <break/>
                </td>
                <td colspan="2">
                  <break/>
                </td>
                <td colspan="2">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Asked the pregnant woman where she will deliver</td>
                <td colspan="2">1=Requested, 0=No</td>
                <td colspan="2">2</td>
                <td colspan="3">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Advised the pregnant woman to prepare for delivery</td>
                <td colspan="2">1=Recommended, 0=No</td>
                <td colspan="2">2</td>
                <td colspan="3">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Advised the pregnant woman to seek the assistance of a qualified health worker for delivery</td>
                <td colspan="2">1=Recommended, 0=No</td>
                <td colspan="2">2</td>
                <td colspan="3">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Indicate what items to have on hand in case of emergency</td>
                <td colspan="2">1=Recommended, 0=No</td>
                <td colspan="2">2</td>
                <td colspan="3">
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Advised the pregnant woman to give birth in a health facility</td>
                <td colspan="2">1=Recommended, 0=No</td>
                <td colspan="2">2</td>
                <td colspan="3">
                  <break/>
                </td>
              </tr>
            </tbody>
          </table>
          <table-wrap-foot>
            <fn id="table1fn1">
              <p><sup>a</sup>TAT: tetanus toxoid.</p>
            </fn>
            <fn id="table1fn2">
              <p><sup>b</sup>ANC: antenatal care.</p>
            </fn>
          </table-wrap-foot>
        </table-wrap>
      </sec>
      <sec>
        <title>Variables</title>
        <p>Independent variables included the following: (1) type of health facility (health center or general hospital), (2) provider profile (level of qualification and professional experience), (3) patient characteristics (age, education level, parity, and trimester of pregnancy at the time of ANC1), (4) availability of resources (medical equipment and access to laboratory tests), and (5) accessibility of care (distance from home to facility and consultation cost).</p>
        <p>Dependent variables included the following: (1) overall conformity of the consultation (compliant or noncompliant), (2) completion of clinical and laboratory examinations, (3) quality of information provided to the patient (nutrition, danger signs, and birth planning), (4) preventive and curative interventions (prescription of iron or folic acid, tetanus vaccination, and malaria treatment), and (5) patient satisfaction (reception, waiting time, cost, and quality of counseling received).</p>
      </sec>
      <sec>
        <title>Handling of Missing Data</title>
        <p>Missing data were identified through systematic review of observation grids and medical records. Completely missing data were excluded from the analysis, and partially missing data were imputed using weighted averages and predictive modeling. Sensitivity analyses were conducted to assess the impact of missing data on key indicators.</p>
      </sec>
      <sec>
        <title>Data Analysis</title>
        <p>Data were entered and analyzed using SPSS version 25.0 (IBM Corporation). Descriptive statistics were used to calculate frequencies, proportions, means, and SDs. The results were stratified by facility type and provider qualification, and 95% CIs were calculated for key indicators. <italic>P</italic> values were reported where applicable, with statistical significance set at <italic>P</italic>&#60;.05.</p>
      </sec>
      <sec>
        <title>Ethical Considerations</title>
        <p>This study was conducted in full compliance with the ethical principles outlined in the Declaration of Helsinki and the guidelines of the National Ethics Committee of the Democratic Republic of Congo. Ethical approval was obtained from the Ethics Committee of the School of Public Health at the University of Kinshasa, under reference number ESP/CE/099/2023, in accordance with institutional procedures.</p>
        <p>Before any data collection, written informed consent was obtained from each pregnant woman included in the study, following a clear explanation of the study’s objectives and participation procedures. Participation was entirely voluntary, with no form of pressure or financial or material incentive.</p>
        <p>Data confidentiality was ensured through anonymized records and the use of secure identification codes. All data were stored in protected files, accessible only to authorized members of the research team.</p>
        <p>The authors declare no conflicts of interest related to this research. The study is part of a broader effort to strengthen local maternal public health capacities and to promote medical practices in rural settings.</p>
      </sec>
    </sec>
    <sec sec-type="results">
      <title>Results</title>
      <p>The distribution of pregnant women by the quality of the ANC1, according to the criteria defined by national and international standards, is shown in <xref ref-type="table" rid="table2">Table 2</xref>. It shows the percentage of consultations that meet quality standards and highlights gaps in care.</p>
      <table-wrap position="float" id="table2">
        <label>Table 2</label>
        <caption>
          <p>Distribution of pregnant women according to the quality of the first prenatal consultation (ANC1) received (N=248).</p>
        </caption>
        <table width="1000" cellpadding="5" cellspacing="0" border="1" rules="groups" frame="hsides">
          <col width="500"/>
          <col width="250"/>
          <col width="250"/>
          <thead>
            <tr valign="top">
              <td>Quality of ANC1</td>
              <td>Pregnant women, n (%)</td>
              <td>95% CI</td>
            </tr>
          </thead>
          <tbody>
            <tr valign="top">
              <td>Good quality</td>
              <td>5 (2)</td>
              <td>1.86-2.16</td>
            </tr>
            <tr valign="top">
              <td>Poor quality</td>
              <td>243 (98)</td>
              <td>3.51-5.36</td>
            </tr>
          </tbody>
        </table>
      </table-wrap>
      <p>The study found that 61% (151/248) of health facilities lacked the necessary equipment to perform a comprehensive prenatal checkup. Essential laboratory tests such as syphilis screening and anemia assessment were systematically absent in 45% (112/248) of cases. <xref ref-type="table" rid="table3">Table 3</xref> illustrates the availability and performance of essential laboratory tests at the first antenatal visit. It highlights gaps in screening, including the absence of hemoglobin tests, blood typing, and syphilis screening.</p>
      <p>A significant proportion of consultations did not include all of the recommended examinations or adequate advice on pregnancy management.</p>
      <p>Our analysis highlighted several constraints affecting the quality of ANC1. Among the limiting factors, 43% (107/248) of consultations were conducted by midwives without advanced medical training. Furthermore, 52% (129/248) of women had their first ANC in the third trimester, which significantly reduces the impact of preventive measures.</p>
      <p><xref ref-type="table" rid="table4">Table 4</xref> describes the characteristics of the prenatal care providers who performed the consultations. It highlights their education level, average age, and sex distribution. Notably, a majority of providers did not have advanced medical training.</p>
      <table-wrap position="float" id="table3">
        <label>Table 3</label>
        <caption>
          <p>Assessment of the quality of prenatal consultations according to laboratory tests.</p>
        </caption>
        <table width="1000" cellpadding="5" cellspacing="0" border="1" rules="groups" frame="hsides">
          <col width="20"/>
          <col width="470"/>
          <col width="500"/>
          <thead>
            <tr valign="top">
              <td colspan="2">Laboratory tests received</td>
              <td>Pregnant women (N=248), n (%)</td>
            </tr>
          </thead>
          <tbody>
            <tr valign="top">
              <td colspan="3">
                <bold>Hemoglobin test</bold>
              </td>
            </tr>
            <tr valign="top">
              <td rowspan="2">
                <break/>
              </td>
              <td>No</td>
              <td>215 (86.7)</td>
            </tr>
            <tr valign="top">
              <td>Yes</td>
              <td>33 (13.3)</td>
            </tr>
            <tr valign="top">
              <td colspan="3">
                <bold>Blood typing</bold>
              </td>
            </tr>
            <tr valign="top">
              <td rowspan="2">
                <break/>
              </td>
              <td>No</td>
              <td>240 (96.8)</td>
            </tr>
            <tr valign="top">
              <td>Yes</td>
              <td>7 (2.8)</td>
            </tr>
            <tr valign="top">
              <td colspan="3">
                <bold>Urine test</bold>
              </td>
            </tr>
            <tr valign="top">
              <td rowspan="2">
                <break/>
              </td>
              <td>No</td>
              <td>218 (87.9)</td>
            </tr>
            <tr valign="top">
              <td>Yes</td>
              <td>30 (12.1)</td>
            </tr>
            <tr valign="top">
              <td colspan="3">
                <bold>Syphilis test</bold>
              </td>
            </tr>
            <tr valign="top">
              <td rowspan="2">
                <break/>
              </td>
              <td>No</td>
              <td>243 (98)</td>
            </tr>
            <tr valign="top">
              <td>Yes</td>
              <td>5 (2)</td>
            </tr>
          </tbody>
        </table>
      </table-wrap>
      <table-wrap position="float" id="table4">
        <label>Table 4</label>
        <caption>
          <p>Distribution of prenatal care providers according to their sociodemographic characteristics.</p>
        </caption>
        <table width="1000" cellpadding="5" cellspacing="0" border="1" rules="groups" frame="hsides">
          <col width="30"/>
          <col width="470"/>
          <col width="500"/>
          <thead>
            <tr valign="top">
              <td colspan="2">Features</td>
              <td>Providers (N=14)</td>
            </tr>
          </thead>
          <tbody>
            <tr valign="top">
              <td colspan="2">Age (years), mean (SD)</td>
              <td>49.3 <bold>(</bold>6)</td>
            </tr>
            <tr valign="top">
              <td colspan="3">
                <bold>Educational level, n (%)</bold>
              </td>
            </tr>
            <tr valign="top">
              <td rowspan="2">
                <break/>
              </td>
              <td>Nurse A2</td>
              <td>8 (57.1)</td>
            </tr>
            <tr valign="top">
              <td>None</td>
              <td>6 (42.9)</td>
            </tr>
            <tr valign="top">
              <td colspan="3">
                <bold>Sex, n (%)</bold>
              </td>
            </tr>
            <tr valign="top">
              <td>
                <break/>
              </td>
              <td>Female</td>
              <td>14 (100)</td>
            </tr>
            <tr valign="top">
              <td>
                <break/>
              </td>
              <td>Male</td>
              <td>0 (0)</td>
            </tr>
          </tbody>
        </table>
      </table-wrap>
      <p>Analysis of interactions between providers and pregnant women showed that only 37% (149/248) of consultations included in-depth education on nutrition, danger signs, and childbirth preparation. The average consultation duration was less than 15 (SD 3) minutes in 68% (169/248) of cases, limiting the quality of support.</p>
      <p><xref ref-type="table" rid="table5">Table 5</xref> summarizes pregnant women’s opinions on various aspects of their first prenatal visit, including cost, distance, reception by health workers, and waiting time. It provides insight into pregnant women’s perceptions of the quality of care received.</p>
      <table-wrap position="float" id="table5">
        <label>Table 5</label>
        <caption>
          <p>Assessment of the quality of prenatal consultation on the judgment of pregnant women.</p>
        </caption>
        <table width="1000" cellpadding="5" cellspacing="0" border="1" rules="groups" frame="hsides">
          <col width="30"/>
          <col width="470"/>
          <col width="500"/>
          <thead>
            <tr valign="top">
              <td colspan="2">Judgement</td>
              <td>Pregnant women (N=248), n (%)</td>
            </tr>
          </thead>
          <tbody>
            <tr valign="top">
              <td colspan="3">
                <bold>Cost</bold>
              </td>
            </tr>
            <tr valign="top">
              <td rowspan="4">
                <break/>
              </td>
              <td>Affordable</td>
              <td>100 (40.3)</td>
            </tr>
            <tr valign="top">
              <td>Pupil</td>
              <td>114 (46)</td>
            </tr>
            <tr valign="top">
              <td>Lower</td>
              <td>22 (8.9)</td>
            </tr>
            <tr valign="top">
              <td>Higher</td>
              <td>12 (4.8)</td>
            </tr>
            <tr valign="top">
              <td colspan="3">
                <bold>Distance</bold>
              </td>
            </tr>
            <tr valign="top">
              <td rowspan="5">
                <break/>
              </td>
              <td>Short</td>
              <td>59 (23.8)</td>
            </tr>
            <tr valign="top">
              <td>Long</td>
              <td>66 (26.6)</td>
            </tr>
            <tr valign="top">
              <td>Normal</td>
              <td>88 (35.5)</td>
            </tr>
            <tr valign="top">
              <td>Too short</td>
              <td>24 (9.7)</td>
            </tr>
            <tr valign="top">
              <td>Too long</td>
              <td>11 (4.4)</td>
            </tr>
            <tr valign="top">
              <td colspan="3">
                <bold>Welcoming health workers during ANC1</bold>
                <sup>a</sup>
              </td>
            </tr>
            <tr valign="top">
              <td rowspan="3">
                <break/>
              </td>
              <td>Not satisfactory</td>
              <td>40 (16.1)</td>
            </tr>
            <tr valign="top">
              <td>Satisfying</td>
              <td>158 (63.7)</td>
            </tr>
            <tr valign="top">
              <td>Very satisfactory</td>
              <td>50 (20.2)</td>
            </tr>
            <tr valign="top">
              <td colspan="3">
                <bold>Waiting times for prenatal consultations</bold>
              </td>
            </tr>
            <tr valign="top">
              <td rowspan="3">
                <break/>
              </td>
              <td>Long</td>
              <td>138 (55.6)</td>
            </tr>
            <tr valign="top">
              <td>Not long</td>
              <td>97 (39.1)</td>
            </tr>
            <tr valign="top">
              <td>Too long</td>
              <td>13 (5.2)</td>
            </tr>
          </tbody>
        </table>
        <table-wrap-foot>
          <fn id="table5fn1">
            <p><sup>a</sup>ANC1: first antenatal consultation.</p>
          </fn>
        </table-wrap-foot>
      </table-wrap>
      <p>Less than 50% (124/248) of women received necessary nutritional supplements, such as iron and folic acid. Vaccination coverage and the administration of antimalarial drugs were also limited, compromising the prevention of maternal and neonatal complications.</p>
      <p><xref ref-type="table" rid="table6">Table 6</xref> details the elements covered during the prenatal consultation related to maternal and newborn health. It analyzes nutrition awareness, the importance of prenatal monitoring, the prescription of nutritional supplements and vaccines, as well as information on pregnancy management.</p>
      <table-wrap position="float" id="table6">
        <label>Table 6</label>
        <caption>
          <p>Assessment of the quality of prenatal consultation on maintaining a healthy pregnancy.</p>
        </caption>
        <table width="1000" cellpadding="5" cellspacing="0" border="1" rules="groups" frame="hsides">
          <col width="30"/>
          <col width="470"/>
          <col width="500"/>
          <thead>
            <tr valign="top">
              <td colspan="2">Aspects discussed for maintaining a healthy pregnancy</td>
              <td>Pregnant women (N=248), n (%)</td>
            </tr>
          </thead>
          <tbody>
            <tr valign="top">
              <td colspan="3">
                <bold>Nutrition discussion</bold>
              </td>
            </tr>
            <tr valign="top">
              <td rowspan="2">
                <break/>
              </td>
              <td>No</td>
              <td>93 (37.5)</td>
            </tr>
            <tr valign="top">
              <td>Yes</td>
              <td>155 (62.5)</td>
            </tr>
            <tr valign="top">
              <td colspan="3">
                <bold>Information on the progress of the pregnancy</bold>
              </td>
            </tr>
            <tr valign="top">
              <td rowspan="2">
                <break/>
              </td>
              <td>No</td>
              <td>95 (38.3)</td>
            </tr>
            <tr valign="top">
              <td>Yes</td>
              <td>152 (61.3)</td>
            </tr>
            <tr valign="top">
              <td colspan="3">
                <bold>Discussion of the importance of at least 4 prenatal visits</bold>
              </td>
            </tr>
            <tr valign="top">
              <td rowspan="2">
                <break/>
              </td>
              <td>No</td>
              <td>93 (37.5)</td>
            </tr>
            <tr valign="top">
              <td>Yes</td>
              <td>155 (62.5)</td>
            </tr>
            <tr valign="top">
              <td colspan="3">
                <bold>Prescription of iron tablets</bold>
              </td>
            </tr>
            <tr valign="top">
              <td rowspan="2">
                <break/>
              </td>
              <td>No</td>
              <td>36 (14.5)</td>
            </tr>
            <tr valign="top">
              <td>Yes</td>
              <td>212 (85.5)</td>
            </tr>
            <tr valign="top">
              <td colspan="3">
                <bold>Explanation of the purpose of iron</bold>
              </td>
            </tr>
            <tr valign="top">
              <td rowspan="2">
                <break/>
              </td>
              <td>No</td>
              <td>217 (87.5)</td>
            </tr>
            <tr valign="top">
              <td>Yes</td>
              <td>31 (12.5)</td>
            </tr>
            <tr valign="top">
              <td colspan="3">
                <bold>Explanation of how to take iron</bold>
              </td>
            </tr>
            <tr valign="top">
              <td rowspan="2">
                <break/>
              </td>
              <td>No</td>
              <td>40 (16.1)</td>
            </tr>
            <tr valign="top">
              <td>Yes</td>
              <td>208 (83.9)</td>
            </tr>
            <tr valign="top">
              <td colspan="3">
                <bold>Prescription or injection of tetanus vaccines</bold>
              </td>
            </tr>
            <tr valign="top">
              <td rowspan="2">
                <break/>
              </td>
              <td>No</td>
              <td>34 (13.7)</td>
            </tr>
            <tr valign="top">
              <td>Yes</td>
              <td>214 (86.3)</td>
            </tr>
            <tr valign="top">
              <td colspan="3">
                <bold>Explanation of the purpose of the tetanus vaccine injection</bold>
              </td>
            </tr>
            <tr valign="top">
              <td>
                <break/>
              </td>
              <td>No</td>
              <td>68 (27.4)</td>
            </tr>
            <tr valign="top">
              <td>
                <break/>
              </td>
              <td>Yes</td>
              <td>180 (72.6)</td>
            </tr>
          </tbody>
        </table>
      </table-wrap>
    </sec>
    <sec sec-type="discussion">
      <title>Discussion</title>
      <sec>
        <title>Principal Findings</title>
        <p>The findings of this study revealed that only 2% of ANC1s met minimum quality standards in the Malemba Nkulu health zone. This reflects broader systemic challenges in rural maternal health care, including limited provider training, lack of diagnostic tools, and delayed access to care.</p>
        <p>Similar challenges have been documented in other Central and West African contexts. In Lubumbashi, DRC, a study found that only 0.2% of pregnant women initiated ANC in the first trimester, and most consultations were conducted by nurses with limited qualifications [<xref ref-type="bibr" rid="ref9">9</xref>]. In Mali, research conducted in Sélingué highlighted gaps in counseling and continuity of care, despite satisfactory physical examinations and reception [<xref ref-type="bibr" rid="ref10">10</xref>]. Another study in Bougouni emphasized the importance of integrating ANC into reproductive health programs and strengthening provider training [<xref ref-type="bibr" rid="ref11">11</xref>].</p>
        <p>These regional findings reinforce the relevance of our results and suggest that targeted interventions—such as community-based outreach, provider certification, and subsidized diagnostic services—could improve ANC quality across similar settings. They also support evidence from Rwanda and Ethiopia, where continuous training and integration of ANC into community health systems have led to measurable improvements in maternal outcomes [<xref ref-type="bibr" rid="ref12">12</xref>,<xref ref-type="bibr" rid="ref13">13</xref>].</p>
        <p>The results obtained in this study are consistent with those reported in other research in sub-Saharan Africa. For example, a study conducted in Nigeria showed that more than 60% of antenatal consultations were carried out by unqualified personnel, leading to insufficient follow-up [<xref ref-type="bibr" rid="ref14">14</xref>]. Research in Ghana has shown a direct link between the quality of antenatal consultations and obstetric complication rates [<xref ref-type="bibr" rid="ref15">15</xref>]. Additionally, in Rwanda and Ethiopia, the quality of antenatal care has improved considerably thanks to policies targeting continuous training of providers and integration of antenatal services into community care [<xref ref-type="bibr" rid="ref12">12</xref>,<xref ref-type="bibr" rid="ref13">13</xref>]. These successes suggest that adapted strategies could be implemented in the DRC to improve the effectiveness of prenatal consultations and reduce maternal morbidity [<xref ref-type="bibr" rid="ref16">16</xref>].</p>
      </sec>
      <sec>
        <title>Factors Influencing the Quality of Care</title>
        <p>Among the main causes of the insufficient quality of prenatal consultations in the health zone studied, the following elements stand out:</p>
        <list list-type="order">
          <list-item>
            <p>Training of providers: 43% (107/248) of consultations were carried out by midwives without advanced medical training, which limits the application of standardized protocols [<xref ref-type="bibr" rid="ref17">17</xref>].</p>
          </list-item>
          <list-item>
            <p>Late access to care: 52% (129/248) of women had their first prenatal consultation in the third trimester, thus reducing the impact of preventive interventions [<xref ref-type="bibr" rid="ref18">18</xref>].</p>
          </list-item>
          <list-item>
            <p>Lack of medical equipment: 61% (151/248) of health facilities did not have the necessary tools to carry out a complete prenatal assessment, compromising the quality of monitoring [<xref ref-type="bibr" rid="ref19">19</xref>].</p>
          </list-item>
          <list-item>
            <p>Cost of services: the high cost of consultations and additional examinations is a barrier to pregnant women’s adherence to medical recommendations [<xref ref-type="bibr" rid="ref16">16</xref>].</p>
          </list-item>
        </list>
      </sec>
      <sec>
        <title>Implications for Health Policy</title>
        <p>These results highlight the urgency of implementing strategies to strengthen the quality of prenatal care. Among the possible measures, several recommendations can be made, including:</p>
        <list list-type="order">
          <list-item>
            <p>Strengthening the training of providers, particularly through practical workshops and certifications in prenatal monitoring [<xref ref-type="bibr" rid="ref12">12</xref>,<xref ref-type="bibr" rid="ref13">13</xref>].</p>
          </list-item>
          <list-item>
            <p>Subsidy of prenatal services to improve accessibility to care [<xref ref-type="bibr" rid="ref14">14</xref>,<xref ref-type="bibr" rid="ref15">15</xref>].</p>
          </list-item>
          <list-item>
            <p>Community awareness to encourage pregnant women to consult from the first trimester [<xref ref-type="bibr" rid="ref17">17</xref>].</p>
          </list-item>
          <list-item>
            <p>Integration of prenatal care into maternal health programs to ensure comprehensive and effective monitoring [<xref ref-type="bibr" rid="ref18">18</xref>,<xref ref-type="bibr" rid="ref19">19</xref>].</p>
          </list-item>
        </list>
      </sec>
      <sec>
        <title>Practical Implications of the Results</title>
        <p>The study highlights several challenges related to the quality of antenatal consultations in the Malemba Nkulu health zone. These findings underscore the need for concrete interventions to improve the effectiveness of maternal care and reduce maternal and neonatal mortality. In particular, we highlight 4 measures that may contribute to a lasting improvement in the care of pregnant women and a significant reduction in maternal morbidity and mortality:</p>
        <list list-type="order">
          <list-item>
            <p>Capacity building for service providers: this involves organizing continuing education for prenatal care providers, with an emphasis on diagnostic examinations and management protocols, as well as establishing a skills assessment system, ensuring compliance with WHO recommendations.</p>
          </list-item>
          <list-item>
            <p>Improving access to prenatal care: this involves developing community programs to raise awareness among pregnant women about the importance of early monitoring and reducing financial barriers by subsidizing essential medical consultations and examinations.</p>
          </list-item>
          <list-item>
            <p>Strengthening medical infrastructure: this involves ensuring the availability of medical equipment in health facilities and implementing a policy for the distribution of essential medicines for the prevention and management of maternal complications.</p>
          </list-item>
          <list-item>
            <p>Monitoring and evaluation of interventions: this involves integrating a monitoring system to measure the impact of improvements on prenatal consultations and encouraging further studies to refine strategies and adjust maternal health policies.</p>
          </list-item>
        </list>
      </sec>
      <sec>
        <title>Limitations and Potential Sources of Bias</title>
        <p>This study has several methodological limitations that must be taken into account.</p>
        <sec>
          <title>Selection Bias</title>
          <p>The sample studied is based on pregnant women who consulted in the 8 selected health structures, which may introduce a representativeness bias. In particular, this study could overestimate or underestimate the quality of prenatal care depending on the specific characteristics of the institutions selected. Notably, however, the magnitude of selection bias is low since there was no stratification that could have favored certain subgroups. This means that the results are generally representative of the study population, although random variations may remain.</p>
        </sec>
        <sec>
          <title>Information Bias</title>
          <p>Some variables, including the pregnant women’s medical history and provider protocols, are based on medical records and self-reports from pregnant women; therefore, there is a risk of overestimating compliance with care, as some information may be incomplete or influenced by recall bias. We consider the magnitude of bias to be moderate because the data were collected by direct observation and validation of medical records, reducing potential errors.</p>
        </sec>
        <sec>
          <title>Missing Data and Statistical Treatment</title>
          <p>Although imputation methods were used, some missing data regarding laboratory tests and provider training could affect the accuracy of the results, leading to potential overestimation or underestimation of the quality of services based on missing data. We consider the magnitude of bias to be low to moderate as sensitivity analyses confirmed the robustness of the results.</p>
          <p>Despite these limitations, this study provides a vital assessment of the quality of prenatal consultations and highlights priority areas for improvement. However, further research, particularly longitudinal, would be needed to refine the analysis and strengthen the generalizability of the results.</p>
        </sec>
        <sec>
          <title>Generalizability of the Study Results</title>
          <p>The study sample was selected by simple random sampling, ensuring an equal probability of inclusion for each patient. This methodological choice strengthens external validity, as it limits selection bias and improves the ability to generalize the results to all pregnant women attending health facilities in the Malemba Nkulu health zone. However, some constraints may affect generalizability. For example, the sample size, although statistically sufficient for analysis, might not capture all the nuances present in the entire target population. Additionally, women who did not attend the health facilities studied were excluded, which limits the applicability of the results to pregnant women who do not have access to prenatal care. The results obtained are consistent with similar studies conducted in sub-Saharan Africa, notably in Nigeria, Ghana, Rwanda, and Ethiopia, where comparable problems have been observed in terms of access to prenatal care and the training of providers.</p>
          <p>Specific local factors may also limit the generalizability of the results, such as structural differences in the organization of care (some countries have implemented targeted reforms, significantly improving access to prenatal care) and variability of prenatal monitoring protocols (national recommendations can influence the application of quality standards).</p>
          <p>The issues identified in this study, notably, the limits of training providers in environments where traditional midwives play a dominant role and financial and geographical barriers that restrict access to early prenatal consultations, are broadly representative of the challenges encountered in several health zones in the DRC. However, local adaptations would be necessary to replicate these findings in urban contexts, where medical infrastructure is more developed and pregnant women have better access to specialized care.</p>
          <p>The external validity of this study is moderately high, as simple random sampling enhances the representativeness of the results. However, certain contextual specificities must be taken into account before extrapolating these findings to other regions of the DRC or to other African countries.</p>
        </sec>
      </sec>
      <sec>
        <title>Conclusions</title>
        <p>This study reveals the poor quality of ANC1s in the Malemba Nkulu health zone, with only 2% meeting established standards. The findings underscore critical gaps in provider training, limited access to essential diagnostic tests, and insufficient awareness among pregnant women regarding the importance of early and comprehensive prenatal care. Addressing these deficiencies requires targeted interventions to strengthen health worker capacity, improve service availability, and enhance community engagement in maternal health.</p>
        <p>Among the challenges identified, 43% of consultations were conducted by midwives without advanced medical qualifications, compromising the quality of follow-up. Furthermore, 52.4% of women had their ANC1 in the third trimester, limiting the impact of preventive measures.</p>
        <p>To improve the quality of prenatal care, several recommendations can be made, including (1) strengthening the training of service providers through practical sessions and adapted certifications, (2) subsidy for prenatal services to ensure better access to care, (3) community awareness to encourage early consultations, and (4) integration of prenatal care into maternal health programs. These measures could contribute to a significant reduction in maternal morbidity and mortality. Further research is needed to evaluate the impact of the proposed interventions and ensure effective management.</p>
      </sec>
    </sec>
  </body>
  <back>
    <app-group/>
    <glossary>
      <title>Abbreviations</title>
      <def-list>
        <def-item>
          <term id="abb1">ANC</term>
          <def>
            <p>antenatal care</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb2">ANC1</term>
          <def>
            <p>first antenatal consultation</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb3">DRC</term>
          <def>
            <p>Democratic Republic of Congo</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb4">WHO</term>
          <def>
            <p>World Health Organization</p>
          </def>
        </def-item>
      </def-list>
    </glossary>
    <ack>
      <p>All authors declared that they had insufficient funding to support open access publication of this manuscript, including from affiliated organizations or institutions, funding agencies, or other organizations. JMIR Publications provided article processing fee (APF) support for the publication of this article.</p>
    </ack>
    <fn-group>
      <fn fn-type="con">
        <p>FIM conceived the study, supervised data analysis, and drafted the manuscript. PGM contributed to data collection and supported the interpretation of results. PKwI participated in field data collection and contributed to contextual analysis. IBK reviewed the scientific content and validated the consistency of the findings. DNM provided methodological corrections and ensured the scientific rigor of the study protocol. All authors reviewed and approved the final version of the manuscript and agree to be accountable for the integrity of the work.</p>
      </fn>
      <fn fn-type="conflict">
        <p>None declared.</p>
      </fn>
    </fn-group>
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