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  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">JPH</journal-id>
      <journal-id journal-id-type="nlm-ta">JMIR Public Health Surveill</journal-id>
      <journal-title>JMIR Public Health and Surveillance</journal-title>
      <issn pub-type="epub">2369-2960</issn>
      <publisher>
        <publisher-name>JMIR Publications</publisher-name>
        <publisher-loc>Toronto, Canada</publisher-loc>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="publisher-id">v12i1e97009</article-id>
      <article-id pub-id-type="pmid"/>
      <article-id pub-id-type="doi">10.2196/97009</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>Prevalence and Determinants of Blood Exposure Accidents Among Health Care Workers in Kalemie, Democratic Republic of the Congo: Cross-Sectional Study</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="editor">
          <name>
            <surname>Mavragani</surname>
            <given-names>Amaryllis</given-names>
          </name>
        </contrib>
        <contrib contrib-type="editor">
          <name>
            <surname>Sanchez</surname>
            <given-names>Travis</given-names>
          </name>
        </contrib>
      </contrib-group>
      <contrib-group>
        <contrib contrib-type="reviewer">
          <name>
            <surname>Narh Lasidji</surname>
            <given-names>Berlinda</given-names>
          </name>
        </contrib>
        <contrib contrib-type="reviewer">
          <name>
            <surname>Mukuku</surname>
            <given-names>Olivier</given-names>
          </name>
        </contrib>
      </contrib-group>
      <contrib-group>
        <contrib id="contrib1" contrib-type="author">
          <name name-style="western">
            <surname>Kabamba Dibwe</surname>
            <given-names>Joe</given-names>
          </name>
          <degrees>MD, MPH</degrees>
          <xref rid="aff1" ref-type="aff">1</xref>
          <xref rid="aff2" ref-type="aff">2</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0009-0004-8205-0649</ext-link>
        </contrib>
        <contrib id="contrib2" contrib-type="author" corresp="yes">
          <name name-style="western">
            <surname>Ilunga Mbayo</surname>
            <given-names>Fiston</given-names>
          </name>
          <degrees>MD, MPH</degrees>
          <xref rid="aff3" ref-type="aff">3</xref>
          <address>
            <institution>School of Public Health</institution>
            <institution>University of Malemba Nkulu</institution>
            <addr-line>P.O BOX 365</addr-line>
            <addr-line>Malemba Nkulu, Haut Lomami</addr-line>
            <country>the Democratic Republic of the Congo</country>
            <phone>243 817689233</phone>
            <email>ilungambayofiston@gmail.com</email>
          </address>
          <xref rid="aff4" ref-type="aff">4</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0009-0004-0354-721X</ext-link>
        </contrib>
        <contrib id="contrib3" contrib-type="author">
          <name name-style="western">
            <surname>Mukalay Muvumbu</surname>
            <given-names>Papy</given-names>
          </name>
          <degrees>MD, MPH</degrees>
          <xref rid="aff5" ref-type="aff">5</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0009-0008-8798-815X</ext-link>
        </contrib>
        <contrib id="contrib4" contrib-type="author">
          <name name-style="western">
            <surname>Kasongo Lupitshi</surname>
            <given-names>Gloire</given-names>
          </name>
          <degrees>MPH, MD</degrees>
          <xref rid="aff3" ref-type="aff">3</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0009-0005-4731-9750</ext-link>
        </contrib>
        <contrib id="contrib5" contrib-type="author">
          <name name-style="western">
            <surname>Banze Kabwe Ilunga</surname>
            <given-names>Jean Claude</given-names>
          </name>
          <degrees>MD, MPH</degrees>
          <xref rid="aff6" ref-type="aff">6</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0009-0005-9882-4933</ext-link>
        </contrib>
        <contrib id="contrib6" contrib-type="author">
          <name name-style="western">
            <surname>Sashila Mukebo</surname>
            <given-names>Didier</given-names>
          </name>
          <degrees>MD, MPH</degrees>
          <xref rid="aff7" ref-type="aff">7</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0009-0009-6552-7114</ext-link>
        </contrib>
        <contrib id="contrib7" contrib-type="author">
          <name name-style="western">
            <surname>Mpunga</surname>
            <given-names>Dieudonné Mukendi</given-names>
          </name>
          <degrees>MD, MPH, PhD</degrees>
          <xref rid="aff8" ref-type="aff">8</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0002-1160-8738</ext-link>
        </contrib>
      </contrib-group>
      <aff id="aff1">
        <label>1</label>
        <institution>Higher Institute of Medical Techniques of Kongolo</institution>
        <addr-line>Kongolo, Tanganyika</addr-line>
        <country>the Democratic Republic of the Congo</country>
      </aff>
      <aff id="aff2">
        <label>2</label>
        <institution>Provincial Health Division of Tanganyika</institution>
        <addr-line>Kalemie, Tanganyika</addr-line>
        <country>the Democratic Republic of the Congo</country>
      </aff>
      <aff id="aff3">
        <label>3</label>
        <institution>School of Public Health</institution>
        <institution>University of Malemba Nkulu</institution>
        <addr-line>Malemba Nkulu, Haut Lomami</addr-line>
        <country>the Democratic Republic of the Congo</country>
      </aff>
      <aff id="aff4">
        <label>4</label>
        <institution>Public Health</institution>
        <institution>Malemba Nkulu General Reference Hospital</institution>
        <addr-line>Malemba Nkulu, Haut Lomami</addr-line>
        <country>the Democratic Republic of the Congo</country>
      </aff>
      <aff id="aff5">
        <label>5</label>
        <institution>Higher Institute of Medical Techniques of Manono</institution>
        <addr-line>Manono, Tanganyika</addr-line>
        <country>the Democratic Republic of the Congo</country>
      </aff>
      <aff id="aff6">
        <label>6</label>
        <institution>University of Kamina</institution>
        <addr-line>Kamina, Haut-Lomami</addr-line>
        <country>the Democratic Republic of the Congo</country>
      </aff>
      <aff id="aff7">
        <label>7</label>
        <institution>National Malaria Control Program Democratic Republic of Congo</institution>
        <addr-line>Kinshasa, Kinshasa</addr-line>
        <country>the Democratic Republic of the Congo</country>
      </aff>
      <aff id="aff8">
        <label>8</label>
        <institution>School of Public Health</institution>
        <institution>Medicine</institution>
        <institution>University of Kinshasa</institution>
        <addr-line>Kinshasa, Kinshasa</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>2026</year>
      </pub-date>
      <pub-date pub-type="epub">
        <day>5</day>
        <month>8</month>
        <year>2026</year>
      </pub-date>
      <volume>12</volume>
      <elocation-id>e97009</elocation-id>
      <history>
        <date date-type="received">
          <day>2</day>
          <month>4</month>
          <year>2026</year>
        </date>
        <date date-type="rev-request">
          <day>20</day>
          <month>4</month>
          <year>2026</year>
        </date>
        <date date-type="rev-recd">
          <day>19</day>
          <month>7</month>
          <year>2026</year>
        </date>
        <date date-type="accepted">
          <day>20</day>
          <month>7</month>
          <year>2026</year>
        </date>
      </history>
      <copyright-statement>©Joe Kabamba Dibwe, Fiston Ilunga Mbayo, Papy Mukalay Muvumbu, Gloire Kasongo Lupitshi, Jean Claude Banze Kabwe Ilunga, Didier Sashila Mukebo, Dieudonné Mukendi Mpunga. Originally published in JMIR Public Health and Surveillance (https://publichealth.jmir.org), 05.08.2026.</copyright-statement>
      <copyright-year>2026</copyright-year>
      <license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0/">
        <p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in JMIR Public Health and Surveillance, is properly cited. The complete bibliographic information, a link to the original publication on https://publichealth.jmir.org, as well as this copyright and license information must be included.</p>
      </license>
      <self-uri xlink:href="https://publichealth.jmir.org/2026/1/e97009" xlink:type="simple"/>
      <abstract>
        <sec sec-type="background">
          <title>Background</title>
          <p>Blood exposure accidents (BEAs) remain a major occupational hazard for health care providers, particularly in low‑resource settings. Despite their preventable nature, BEAs continue to occur frequently due to gaps in compliance with standard precautions and limited institutional surveillance.</p>
        </sec>
        <sec sec-type="objective">
          <title>Objective</title>
          <p>This study aimed to determine the prevalence and factors associated with BEAs among health care providers in Kalemie, Tanganyika Province, Democratic Republic of the Congo.</p>
        </sec>
        <sec sec-type="methods">
          <title>Methods</title>
          <p>A cross-sectional study was conducted in March 2024 among 316 health care providers randomly selected from 34 health facilities: public facilities (20/34, 58.8%), private facilities (9/34, 26.5%), and faith‑based facilities (5/34, 14.7%). Data were collected using a structured questionnaire adapted from World Health Organization and Centers for Disease Control and Prevention tools. Logistic regression was performed to identify predictors of BEAs, with adjusted odds ratios (AORs), 95% CIs, and <italic>P</italic> values reported.</p>
        </sec>
        <sec sec-type="results">
          <title>Results</title>
          <p>The lifetime prevalence of BEAs was 65.8% (208/316), and the 12-month prevalence was 60.4% (191/316). The most frequent causes were unexpected patient movement (81/191, 42.4%) and lack of attention (66/191, 34.6%). Needlestick injuries accounted for 59.2% (113/191) of exposures. Only 36.1% (69/191) of incidents were formally reported. Multivariate analysis identified two independent predictors: (1) noncompliance with standard precautions (AOR 2.921, 95% CI 1.503-5.677; <italic>P</italic>=.001) and (2) facility type (working in secondary‑level facilities was protective; AOR 0.310, 95% CI 0.144-0.670; <italic>P</italic>=.003).</p>
        </sec>
        <sec sec-type="conclusions">
          <title>Conclusions</title>
          <p>BEAs were highly prevalent among health care providers in Kalemie. Most incidents were preventable, and noncompliance with standard precautions significantly increased risk. Strengthening infection prevention and control measures, ensuring consistent availability of personal protective equipment, and establishing effective surveillance systems are urgently needed to protect health care workers and reinforce health system resilience.</p>
        </sec>
      </abstract>
      <kwd-group>
        <kwd>blood exposure accidents</kwd>
        <kwd>occupational hazards</kwd>
        <kwd>health care workers</kwd>
        <kwd>infection prevention and control</kwd>
        <kwd>standard precautions</kwd>
        <kwd>personal protective equipment</kwd>
        <kwd>Democratic Republic of the Congo</kwd>
        <kwd>sub-Saharan Africa</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec sec-type="introduction">
      <title>Introduction</title>
      <p>Occupational exposure to blood and infectious body fluids remains a major public health concern, particularly for health care workers in low‑resource settings. Blood exposure accidents (BEAs) are defined as any accidental percutaneous or mucocutaneous contact with blood or biological fluids potentially contaminated with pathogens such as bacteria, viruses, parasites, or fungi [<xref ref-type="bibr" rid="ref1">1</xref>,<xref ref-type="bibr" rid="ref2">2</xref>]. These exposures typically occur through needlestick injuries, cuts, or splashes during clinical procedures. Beyond blood, other biological fluids—including cerebrospinal, synovial, amniotic, and genital secretions—may also transmit infections even when not visibly contaminated [<xref ref-type="bibr" rid="ref3">3</xref>]. According to the World Health Organization (WHO), approximately 3 million of the 35 million health care workers worldwide are exposed to bloodborne pathogens annually [<xref ref-type="bibr" rid="ref4">4</xref>,<xref ref-type="bibr" rid="ref5">5</xref>]. Recent global evidence confirms the persistence of this risk: a meta‑analysis published in 2022 reported a lifetime prevalence of occupational blood exposure of 56.6% and a 12‑month prevalence of 39% among health care workers worldwide [<xref ref-type="bibr" rid="ref6">6</xref>]. More recent studies highlight organizational and systemic determinants: a longitudinal cohort in France identified irregular schedules and reliance on external staff as predictors of BEAs [<xref ref-type="bibr" rid="ref7">7</xref>], whereas a systematic review in 2023 found a pooled global prevalence of needlestick injuries of 40.9% among nurses, with higher rates in low- and middle-income countries [<xref ref-type="bibr" rid="ref8">8</xref>]. In addition, the WHO reported in 2023 that 41% of health workers in Africa experience at least one percutaneous injury annually, underscoring the magnitude of the problem [<xref ref-type="bibr" rid="ref9">9</xref>]. The risk of transmission varies by pathogen: 10% to 40% for hepatitis B virus, approximately 2% for hepatitis C virus, and approximately 0.3% for HIV following a needlestick injury [<xref ref-type="bibr" rid="ref10">10</xref>,<xref ref-type="bibr" rid="ref11">11</xref>]. The WHO estimates that nearly 2 million needlestick injuries occur annually among health care workers, with 40% to 60% of hepatitis B and hepatitis C virus infections in this population being occupationally acquired [<xref ref-type="bibr" rid="ref12">12</xref>]. Recent studies confirm the persistence of BEAs: prevalence rates have reached 93% in Cameroon [<xref ref-type="bibr" rid="ref13">13</xref>], 78.9% among nursing students in Morocco [<xref ref-type="bibr" rid="ref14">14</xref>], and 31% in India [<xref ref-type="bibr" rid="ref15">15</xref>]. In Ethiopia and Nigeria, lifetime prevalence exceeds 60% [<xref ref-type="bibr" rid="ref16">16</xref>,<xref ref-type="bibr" rid="ref17">17</xref>]. In the Democratic Republic of the Congo (DRC), the problem is particularly acute. A study in Lubumbashi reported a prevalence of 73.2% among health care workers [<xref ref-type="bibr" rid="ref18">18</xref>,<xref ref-type="bibr" rid="ref19">19</xref>]. Noncompliance with standard precautions was identified as the strongest predictor (adjusted odds ratio [AOR] 2.921, 95% CI 1.503-5.677), confirming that most BEAs could be prevented through simple measures such as consistent use of personal protective equipment (PPE) and avoidance of needle recapping [<xref ref-type="bibr" rid="ref19">19</xref>]. These findings highlight systemic gaps in infection prevention and control across provinces in the DRC. Multiple factors contribute to BEAs, including insufficient infection prevention training, inadequate PPE, poor compliance with standard precautions, absence of infection control committees, and overcrowded or poorly designed workspaces [<xref ref-type="bibr" rid="ref20">20</xref>,<xref ref-type="bibr" rid="ref21">21</xref>]. While high‑income countries have implemented surveillance systems and continuous training programs [<xref ref-type="bibr" rid="ref22">22</xref>], many African countries still face underreporting and poor documentation of BEAs [<xref ref-type="bibr" rid="ref23">23</xref>]. This study aimed to determine the factors associated with BEAs among health care providers in Kalemie, DRC, hypothesizing that noncompliance with standard precautions significantly increases the occurrence of BEAs.</p>
    </sec>
    <sec sec-type="methods">
      <title>Methods</title>
      <sec>
        <title>Study Design and Setting</title>
        <p>We conducted a cross-sectional study in March 2024 among health care providers in Kalemie, Tanganyika Province, eastern DRC. The city comprises 2 health zones (Kalemie and Nyemba) covering 11 health areas and a total of 45 public, private, and faith-based health facilities.</p>
      </sec>
      <sec>
        <title>Sample Size and Sampling Technique</title>
        <p>The sample size was calculated using the single population proportion formula [<xref ref-type="bibr" rid="ref24">24</xref>]: <italic>n</italic> = [(<italic>z</italic>α/2)<sup>2</sup> × <italic>p</italic> (1 − <italic>p</italic>)]/<italic>d</italic><sup>2</sup>, where <italic>z</italic>=1.96 (for 95% confidence), <italic>p</italic>=73.2% (estimated BEA prevalence from the aforementioned Lubumbashi study), and <italic>d</italic>=0.05 (margin of error). After accounting for a 10% nonresponse rate, the final sample size was 335.</p>
        <p>A 2‑stage sampling approach was applied. Although clustering was considered, no formal adjustment for design effect was performed as the calculated sample size was deemed sufficient to ensure representativeness. The final number of respondents was 316, corresponding to a response rate of 94.3% (316/335); the difference was due to nonresponses.</p>
      </sec>
      <sec>
        <title>Recruitment Procedure</title>
        <p>From the 45 health facilities listed in the National Health Information System (NHIS), 34 (75.6%) were randomly selected using a computer‑generated list, ensuring proportional representation of public, private, and faith‑based institutions. Within each selected facility, staff rosters were systematically validated by managers against official NHIS records to guarantee accuracy and completeness. The number of participants per facility was determined proportionally to staff size, and providers were then chosen using a random number generator. This systematic validation of lists and proportional allocation ensured representativeness and minimized selection bias.</p>
      </sec>
      <sec>
        <title>Inclusion and Exclusion Criteria</title>
        <p>Inclusion criteria were nurses, physicians, midwives, and laboratory technicians with direct contact with blood or body fluids. Exclusion criteria were providers with less than 1 month of professional experience to reduce onboarding variability.</p>
      </sec>
      <sec>
        <title>Data Collection Tools and Procedures</title>
        <p>Data were collected using a structured questionnaire adapted from validated WHO and Centers for Disease Control and Prevention (CDC) instruments [<xref ref-type="bibr" rid="ref25">25</xref>-<xref ref-type="bibr" rid="ref27">27</xref>]. The tool comprised closed‑ended items covering sociodemographic characteristics, knowledge of BEAs, attitudes toward reporting and prevention, compliance with standard precautions, and history of occupational exposure. Prior to implementation, the questionnaire was pilot‑tested at Baraka Health Post and Shalom Polyclinic to ensure clarity and contextual relevance. Seven data collectors and 1 supervisor received 2 days of standardized training focused on interview techniques, ethical considerations, and data quality assurance. Reliability testing yielded a Cronbach α coefficient of 0.766, indicating acceptable internal consistency. Data collection was conducted through face-to-face interviews using the KoboCollect (Kobo) software installed on tablets. Each interviewer completed approximately 10 provider interviews per day over a 5-day period. Supervisory checks were performed daily to validate the completeness and accuracy of entries. The use of electronic data capture minimized transcription errors and ensured secure storage of anonymized records.</p>
      </sec>
      <sec>
        <title>Variables</title>
        <p>The dependent variable was occupational exposure to blood within the previous 12 months, defined as any percutaneous or mucocutaneous contact with potentially infectious biological fluids. Independent variables included the type of health facility, categorized as secondary level (general referral hospitals, referral health centers, and polyclinics) vs primary level (health centers, health posts, and dispensaries). Compliance with standard precautions was dichotomized as “always” vs “not always.” Needle recapping was assessed through self‑reported frequency and classified as “never” vs “ever.” Availability and use of PPE were measured on an ordinal scale (“rarely,” “usually,” and “always”). Syringe reuse was recorded as a binary variable (“yes” or “no”). Sociodemographic characteristics were also collected, including age (categorized), sex, marital status, professional category, years of professional experience, and daily working hours.</p>
      </sec>
      <sec>
        <title>Statistical Analysis</title>
        <p>Data were exported from KoboCollect to Microsoft Excel 2016 and analyzed using SPSS (version 25.0; IBM Corp). Descriptive statistics were computed, including frequencies, percentages, medians, and IQRs. Normality of continuous variables was assessed using the Kolmogorov-Smirnov test [<xref ref-type="bibr" rid="ref28">28</xref>]. Knowledge scores were derived from 31 items and categorized as optimal (&gt;85%), moderate (70%-85%), or poor (&lt;70%). Bivariate analyses were performed using chi‑square tests, and variables with a <italic>P</italic> value of .20 or lower were retained for multivariate modeling. Logistic regression was conducted to identify independent predictors of BEAs, with AORs and 95% CIs reported. Both crude (odds ratio) and adjusted (AOR) estimates were presented, and potential confounding factors were explicitly discussed. Model diagnostics included assessment of multicollinearity using the variance inflation factor (&lt;2), evaluation of model fit using the Hosmer-Lemeshow goodness‑of‑fit test, and discrimination using the area under the receiver operating characteristic curve [<xref ref-type="bibr" rid="ref29">29</xref>]. Statistical significance was set at a <italic>P</italic> value below .05.</p>
      </sec>
      <sec>
        <title>Ethical Considerations</title>
        <p>This study was conducted and reported in accordance with the STROBE (Strengthening the Reporting of Observational Studies in Epidemiology) guidelines [<xref ref-type="bibr" rid="ref30">30</xref>]. Ethics approval was obtained from the ethics committee of the School of Public Health, University of Kinshasa (reference ESP/CE/38/2024). Written informed consent was obtained from all participants prior to their inclusion. Confidentiality was safeguarded by anonymizing the data and storing them securely, accessible only to authorized researchers. No financial compensation was provided to participants for their involvement in the study.</p>
      </sec>
    </sec>
    <sec sec-type="results">
      <title>Results</title>
      <sec>
        <title>Sociodemographic and Professional Characteristics</title>
        <p>A total of 316 health care providers participated (response rate: 316/335, 94.3%). Most (n=256, 81%) worked in secondary‑level facilities (general referral hospitals, referral health centers, and polyclinics). Most were female (n=179, 56.6%), married (n=230, 72.8%), and aged 40 years or older (n=128, 40.5%). Nurses represented 78.2% (n=247) of the sample. Median professional experience was 9 (IQR 5‑15) years, and median workload was 8 (IQR 7‑9) hours per day, as shown in <xref ref-type="table" rid="table1">Table 1</xref>.</p>
        <table-wrap position="float" id="table1">
          <label>Table 1</label>
          <caption>
            <p>Sociodemographic and professional characteristics of health care providers surveyed in Kalemie, Tanganyika Province, Democratic Republic of the Congo, in March 2024 (cross‑sectional study; N=316).</p>
          </caption>
          <table width="1000" cellpadding="5" cellspacing="0" border="1" rules="groups" frame="hsides">
            <col width="30"/>
            <col width="800"/>
            <col width="0"/>
            <col width="170"/>
            <thead>
              <tr valign="top">
                <td colspan="3">Characteristic and category</td>
                <td>Values</td>
              </tr>
            </thead>
            <tbody>
              <tr valign="top">
                <td colspan="4">Type of health facility, n (%)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>General referral hospital, referral health center, or polyclinic</td>
                <td colspan="2">256 (81)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Health center, health post, or dispensary</td>
                <td colspan="2">60 (19)</td>
              </tr>
              <tr valign="top">
                <td colspan="3">Age (y), median (IQR)</td>
                <td>38 (30‑46)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>19-29, n (%)</td>
                <td colspan="2">66 (20.9)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>30-39, n (%)</td>
                <td colspan="2">122 (38.6)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>≥40, n (%)</td>
                <td colspan="2">128 (40.5)</td>
              </tr>
              <tr valign="top">
                <td colspan="4">Sex, n (%)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Male</td>
                <td colspan="2">137 (43.4)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Female</td>
                <td colspan="2">179 (56.6)</td>
              </tr>
              <tr valign="top">
                <td colspan="4">Marital status, n (%)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Single</td>
                <td colspan="2">57 (18)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Married</td>
                <td colspan="2">230 (72.8)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Common-law union</td>
                <td colspan="2">4 (1.3)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Widowed</td>
                <td colspan="2">25 (7.9)</td>
              </tr>
              <tr valign="top">
                <td colspan="4">Professional category, n (%)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Nurse</td>
                <td colspan="2">247 (78.2)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Midwife or birth attendant</td>
                <td colspan="2">18 (5.7)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Laboratory technician</td>
                <td colspan="2">21 (6.6)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Physician</td>
                <td colspan="2">30 (9.5)</td>
              </tr>
              <tr valign="top">
                <td colspan="4">Department of assignment, n (%)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Surgery or operating room</td>
                <td colspan="2">31 (9.8)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Obstetrics and gynecology</td>
                <td colspan="2">61 (19.3)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Laboratory</td>
                <td colspan="2">31 (9.8)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Internal medicine</td>
                <td colspan="2">40 (12.7)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Pediatrics</td>
                <td colspan="2">26 (8.2)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>General services</td>
                <td colspan="2">117 (37)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Emergency</td>
                <td colspan="2">10 (3.2)</td>
              </tr>
              <tr valign="top">
                <td colspan="3">Experience (y), median (IQR)</td>
                <td>9 (5‑15)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>&lt;5, n (%)</td>
                <td colspan="2">67 (21.2)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>≥5, n (%)</td>
                <td colspan="2">249 (78.8)</td>
              </tr>
              <tr valign="top">
                <td colspan="3">Workload (h), median (IQR)</td>
                <td>8 (7‑9)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>≤8, n (%)</td>
                <td colspan="2">209 (66.1)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>&gt;8, n (%)</td>
                <td colspan="2">107 (33.9)</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
      </sec>
      <sec>
        <title>Prevalence and Circumstances of BEAs</title>
        <p>Overall, 65.8% (208/316) reported at least one BEA during their career, and 60.4% (191/316) reported one within the previous 12 months. The leading causes were unexpected patient movement (81/191, 42.4%) and lack of attention (66/191, 34.6%). Most incidents occurred in treatment rooms (64/191, 33.5%), delivery rooms (33/191, 17.3%), and operating rooms (27/191, 14.1%).</p>
        <p>Needlestick injuries accounted for 59.2% (113/191) of exposures, followed by splashes on damaged skin (43/191, 22.5%) and on mucous membranes (18/191, 9.4%). Hollow needles (77/191, 40.3%) and defective surgical equipment (49/191, 25.7%) were the objects most frequently responsible, as shown in <xref ref-type="table" rid="table2">Table 2</xref>. Only 36.1% (69/191) of BEAs were formally reported; among the 122 non‑reported cases, the main reason was the perception that the incident was not risky (70/122, 57.4%).</p>
        <table-wrap position="float" id="table2">
          <label>Table 2</label>
          <caption>
            <p>Prevalence and circumstances of blood exposure accidents (BEAs) among health care providers in Kalemie, Tanganyika Province, Democratic Republic of the Congo, in March 2024 (N=316).</p>
          </caption>
          <table width="1000" cellpadding="5" cellspacing="0" border="1" rules="groups" frame="hsides">
            <col width="30"/>
            <col width="620"/>
            <col width="0"/>
            <col width="350"/>
            <thead>
              <tr valign="top">
                <td colspan="3">Characteristic</td>
                <td>Participants, n (%)</td>
              </tr>
            </thead>
            <tbody>
              <tr valign="top">
                <td colspan="4">BEA occurrence during professional career</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>No</td>
                <td colspan="2">108 (34.2)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Yes</td>
                <td colspan="2">208 (65.8)</td>
              </tr>
              <tr valign="top">
                <td colspan="4">BEA occurrence in the previous 12 mo</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>No</td>
                <td colspan="2">125 (39.6)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Yes</td>
                <td colspan="2">191 (60.4)</td>
              </tr>
              <tr valign="top">
                <td colspan="4">Cause of BEA (n=191)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Unexpected patient movement</td>
                <td colspan="2">81 (42.4)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Lack of attention</td>
                <td colspan="2">66 (34.6)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Lack of safety devices</td>
                <td colspan="2">23 (12)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Work context (stress or overload)</td>
                <td colspan="2">10 (5.2)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Lack of practical experience</td>
                <td colspan="2">7 (3.7)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Restricted workspace</td>
                <td colspan="2">4 (2.1)</td>
              </tr>
              <tr valign="top">
                <td colspan="4">Location of occurrence (n=191)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Treatment room</td>
                <td colspan="2">64 (33.5)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Delivery room</td>
                <td colspan="2">33 (17.3)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Operating room</td>
                <td colspan="2">27 (14.1)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Laboratory</td>
                <td colspan="2">21 (11)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Patient room</td>
                <td colspan="2">17 (8.9)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Emergency room</td>
                <td colspan="2">17 (8.9)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Other</td>
                <td colspan="2">8 (4.2)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Vaccination session</td>
                <td colspan="2">4 (2.1)</td>
              </tr>
              <tr valign="top">
                <td colspan="4">Mechanism of occurrence (n=191)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Needlestick</td>
                <td colspan="2">113 (59.2)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Splash on damaged skin</td>
                <td colspan="2">43 (22.5)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Splash on mucous membrane</td>
                <td colspan="2">18 (9.4)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Blade injury</td>
                <td colspan="2">14 (7.3)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Other</td>
                <td colspan="2">3 (1.6)</td>
              </tr>
              <tr valign="top">
                <td colspan="4">Object responsible (n=191)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Hollow needle (syringe)</td>
                <td colspan="2">77 (40.3)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Defective surgical equipment</td>
                <td colspan="2">49 (25.7)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Catheter</td>
                <td colspan="2">29 (15.2)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Suture needle</td>
                <td colspan="2">24 (12.6)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Blade</td>
                <td colspan="2">12 (6.3)</td>
              </tr>
              <tr valign="top">
                <td colspan="4">Risky procedure responsible for BEA (n=191)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Intramuscular injection</td>
                <td colspan="2">62 (32.5)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Suturing</td>
                <td colspan="2">27 (14.1)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Needle insertion or removal</td>
                <td colspan="2">22 (11.5)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Blood sampling</td>
                <td colspan="2">21 (11)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Other</td>
                <td colspan="2">19 (9.9)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Surgical procedure</td>
                <td colspan="2">14 (7.3)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Delivery management</td>
                <td colspan="2">13 (6.8)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Puncture</td>
                <td colspan="2">7 (3.7)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Recapping used needle</td>
                <td colspan="2">6 (3.1)</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
      </sec>
      <sec>
        <title>Knowledge, Attitudes, and Practices</title>
        <p>Nearly all participants (309/316, 97.8%) had heard of BEAs, mainly through formal education (125/316, 40.5%) and training (125/316, 40.5%). However, 72.8% (230/316) had never received specific training on standard precautions, and 94.3% (298/316) demonstrated poor knowledge levels.</p>
        <p>Attitudes were mixed: 48.4% (153/316) strongly agreed on the importance of reporting BEAs, 72.2% (228/316) emphasized the importance of knowing the patient’s serological status, and 73.4% (232/316) expressed willingness to initiate postexposure prophylaxis.</p>
        <p>In practice, 76.6% (242/316) claimed to always follow standard precautions, but only 25% (79/316) consistently washed their hands before and after patient contact. Needle recapping was reported by 27.8% (88/316), PPE was always used by 19.6% (62/316), and syringe reuse occurred in 16.5% (52/316) of cases, as shown in <xref ref-type="table" rid="table3">Table 3</xref>.</p>
        <table-wrap position="float" id="table3">
          <label>Table 3</label>
          <caption>
            <p>Knowledge, attitudes, and practices regarding blood exposure accidents (BEAs) among health care providers in Kalemie, Tanganyika Province, Democratic Republic of the Congo, in March 2024 (N=316).</p>
          </caption>
          <table width="1000" cellpadding="5" cellspacing="0" border="1" rules="groups" frame="hsides">
            <col width="30"/>
            <col width="510"/>
            <col width="460"/>
            <thead>
              <tr valign="top">
                <td colspan="2">Characteristic</td>
                <td>Participants, n (%)</td>
              </tr>
            </thead>
            <tbody>
              <tr valign="top">
                <td colspan="3">Had information about BEAs</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>No</td>
                <td>7 (2.2)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Yes</td>
                <td>309 (97.8)</td>
              </tr>
              <tr valign="top">
                <td colspan="3">Source of information (n=309)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>School or university</td>
                <td>125 (40.5)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Radio</td>
                <td>5 (1.6)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Colleague</td>
                <td>25 (8.1)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Training</td>
                <td>125 (40.5)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Official memo</td>
                <td>8 (2.5)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Other sources</td>
                <td>21 (6.8)</td>
              </tr>
              <tr valign="top">
                <td colspan="3">Training on standard precautions</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>No</td>
                <td>230 (72.8)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Yes</td>
                <td>86 (27.2)</td>
              </tr>
              <tr valign="top">
                <td colspan="3">Level of knowledge on BEAs</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Low</td>
                <td>298 (94.3)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Moderate</td>
                <td>16 (5.1)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Optimal</td>
                <td>2 (0.6)</td>
              </tr>
              <tr valign="top">
                <td colspan="3">Importance of reporting BEAs</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Strongly disagree</td>
                <td>26 (8.2)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Slightly agree</td>
                <td>29 (9.2)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Agree</td>
                <td>106 (33.5)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Strongly agree</td>
                <td>153 (48.4)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Do not know</td>
                <td>2 (0.6)</td>
              </tr>
              <tr valign="top">
                <td colspan="3">Importance of knowing patients’ serostatus</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Strongly disagree</td>
                <td>10 (3.2)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Slightly agree</td>
                <td>9 (2.8)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Agree</td>
                <td>67 (21.2)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Strongly agree</td>
                <td>228 (72.2)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Do not know</td>
                <td>2 (0.6)</td>
              </tr>
              <tr valign="top">
                <td colspan="3">Importance of knowing one’s own serostatus</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Strongly disagree</td>
                <td>6 (1.9)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Slightly agree</td>
                <td>10 (3.2)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Agree</td>
                <td>81 (25.6)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Strongly agree</td>
                <td>218 (69)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Do not know</td>
                <td>1 (0.3)</td>
              </tr>
              <tr valign="top">
                <td colspan="3">Importance of PPE<sup>a</sup> use for BEA prevention</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Strongly disagree</td>
                <td>28 (8.9)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Slightly agree</td>
                <td>69 (21.8)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Agree</td>
                <td>139 (44)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Strongly agree</td>
                <td>80 (25.3)</td>
              </tr>
              <tr valign="top">
                <td colspan="3">Postexposure prophylaxis consideration</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>No</td>
                <td>84 (26.6)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Yes</td>
                <td>232 (73.4)</td>
              </tr>
              <tr valign="top">
                <td colspan="3">Compliance with standard precautions</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Never</td>
                <td>1 (0.3)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Rarely</td>
                <td>36 (11.4)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Usually</td>
                <td>37 (11.7)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Always</td>
                <td>242 (76.6)</td>
              </tr>
              <tr valign="top">
                <td colspan="3">Hand hygiene</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Never</td>
                <td>14 (4.4)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Rarely</td>
                <td>67 (21.2)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Usually</td>
                <td>156 (49.4)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Always</td>
                <td>79 (25)</td>
              </tr>
              <tr valign="top">
                <td colspan="3">Needle recapping</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Never</td>
                <td>89 (28.2)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Rarely</td>
                <td>49 (15.5)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Usually</td>
                <td>90 (28.5)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Always</td>
                <td>88 (27.8)</td>
              </tr>
              <tr valign="top">
                <td colspan="3">Mouth pipetting</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Never</td>
                <td>182 (57.6)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Rarely</td>
                <td>7 (2.2)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Usually</td>
                <td>11 (3.5)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Not applicable</td>
                <td>116 (36.7)</td>
              </tr>
              <tr valign="top">
                <td colspan="3">Availability of PPE</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Rarely</td>
                <td>99 (31.3)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Usually</td>
                <td>137 (43.4)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Always</td>
                <td>80 (25.3)</td>
              </tr>
              <tr valign="top">
                <td colspan="3">Use of PPE</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Never</td>
                <td>1 (0.3)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Rarely</td>
                <td>92 (29.1)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Usually</td>
                <td>161 (50.9)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Always</td>
                <td>62 (19.6)</td>
              </tr>
              <tr valign="top">
                <td colspan="3">Reuse of syringes</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>No</td>
                <td>264 (83.5)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Yes</td>
                <td>52 (16.5)</td>
              </tr>
            </tbody>
          </table>
          <table-wrap-foot>
            <fn id="table3fn1">
              <p><sup>a</sup>PPE: personal protective equipment.</p>
            </fn>
          </table-wrap-foot>
        </table-wrap>
      </sec>
      <sec>
        <title>Factors Associated With BEAs</title>
        <p>Bivariate analysis identified 6 factors associated with BEAs, with exact <italic>P</italic> values: facility type (<italic>P</italic>&lt;.001), daily working hours (<italic>P</italic>=.001), compliance with standard precautions (<italic>P</italic>&lt;.001), needle recapping (<italic>P</italic>&lt;.001), PPE availability (<italic>P</italic>=.03), and PPE use (<italic>P</italic>=.003).</p>
        <p>Multivariate logistic regression confirmed two independent predictors: (1) noncompliance with standard precautions (AOR 2.921, 95% CI 1.503‑5.677; <italic>P</italic>=.001) and (2) facility type (AOR 0.310, 95% CI 0.144‑0.670; <italic>P</italic>=.003), as shown in <xref ref-type="table" rid="table4">Table 4</xref>.</p>
        <table-wrap position="float" id="table4">
          <label>Table 4</label>
          <caption>
            <p>Bivariate and multivariate analysis of factors associated with blood exposure accidents (BEAs) among health care providers in Kalemie, Tanganyika Province, Democratic Republic of the Congo, in March 2024 (N=316).</p>
          </caption>
          <table width="1000" cellpadding="5" cellspacing="0" border="1" rules="groups" frame="hsides">
            <col width="30"/>
            <col width="260"/>
            <col width="0"/>
            <col width="110"/>
            <col width="0"/>
            <col width="110"/>
            <col width="0"/>
            <col width="0"/>
            <col width="160"/>
            <col width="0"/>
            <col width="90"/>
            <col width="0"/>
            <col width="0"/>
            <col width="160"/>
            <col width="0"/>
            <col width="80"/>
            <thead>
              <tr valign="top">
                <td colspan="3">Characteristic</td>
                <td colspan="5">BEA occurrence, n (%)</td>
                <td colspan="5">Bivariate analysis</td>
                <td colspan="3">Multivariate analysis</td>
              </tr>
              <tr valign="bottom">
                <td colspan="3">
                  <break/>
                </td>
                <td colspan="2">No (n=125)</td>
                <td colspan="2">Yes (n=191)</td>
                <td colspan="3">OR<sup>a</sup> (95% CI)</td>
                <td colspan="2"><italic>P</italic> value</td>
                <td colspan="3">Adjusted OR (95% CI)</td>
                <td><italic>P</italic> value</td>
              </tr>
            </thead>
            <tbody>
              <tr valign="top">
                <td colspan="16">Type of health facility</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>General referral hospital, referral health center, or polyclinic</td>
                <td colspan="2">88 (70.4)</td>
                <td colspan="2">168 (88.0)</td>
                <td colspan="3">3.071 (1.718-5.490)</td>
                <td colspan="2">
                  <italic>&lt;.001</italic>
                  <sup>b</sup>
                </td>
                <td colspan="3">0.310 (0.144-0.670)</td>
                <td colspan="2">
                  <italic>.003</italic>
                  <sup>b</sup>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Health center, health post, or dispensary</td>
                <td colspan="2">37 (29.6)</td>
                <td colspan="2">23 (12.0)</td>
                <td colspan="3">1 (reference)</td>
                <td colspan="2">—<sup>c</sup></td>
                <td colspan="3">1 (reference)</td>
                <td colspan="2">—</td>
              </tr>
              <tr valign="top">
                <td colspan="16">Sex</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Male</td>
                <td colspan="2">58 (46.4)</td>
                <td colspan="2">79 (41.4)</td>
                <td colspan="3">0.815 (0.517-1.284)</td>
                <td colspan="2">.38</td>
                <td colspan="3">—</td>
                <td colspan="2">—</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Female</td>
                <td colspan="2">67 (53.6)</td>
                <td colspan="2">112 (58.6)</td>
                <td colspan="3">1 (reference)</td>
                <td colspan="2">—</td>
                <td colspan="3">—</td>
                <td colspan="2">—</td>
              </tr>
              <tr valign="top">
                <td colspan="16">Age group (y)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>19-29</td>
                <td colspan="2">32 (25.6)</td>
                <td colspan="2">34 (17.8)</td>
                <td colspan="3">0.681 (0.374-1.240)</td>
                <td colspan="2">.21</td>
                <td colspan="3">—</td>
                <td colspan="2">—</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>30-39</td>
                <td colspan="2">43 (34.4)</td>
                <td colspan="2">79 (41.4)</td>
                <td colspan="3">1.178 (0.704-1.969)</td>
                <td colspan="2">.53</td>
                <td colspan="3">—</td>
                <td colspan="2">—</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>≥40</td>
                <td colspan="2">50 (40)</td>
                <td colspan="2">78 (40.8)</td>
                <td colspan="3">1 (reference)</td>
                <td colspan="2">—</td>
                <td colspan="3">—</td>
                <td colspan="2">—</td>
              </tr>
              <tr valign="top">
                <td colspan="16">Professional category</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Midwife</td>
                <td colspan="2">7 (5.6)</td>
                <td colspan="2">11 (5.8)</td>
                <td colspan="3">1.179 (0.327-4.250)</td>
                <td colspan="2">.80</td>
                <td colspan="3">—</td>
                <td colspan="2">—</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Nurse</td>
                <td colspan="2">101 (80.8)</td>
                <td colspan="2">146 (76.4)</td>
                <td colspan="3">1.084 (0.440-2.669)</td>
                <td colspan="2">.86</td>
                <td colspan="3">—</td>
                <td colspan="2">—</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Physician</td>
                <td colspan="2">8 (6.4)</td>
                <td colspan="2">22 (11.5)</td>
                <td colspan="3">2.062 (0.631-6.739)</td>
                <td colspan="2">.23</td>
                <td colspan="3">—</td>
                <td colspan="2">—</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Laboratory technician</td>
                <td colspan="2">9 (7.2)</td>
                <td colspan="2">12 (6.3)</td>
                <td colspan="3">1 (reference)</td>
                <td colspan="2">—</td>
                <td colspan="3">—</td>
                <td colspan="2">—</td>
              </tr>
              <tr valign="top">
                <td colspan="16">Department of assignment</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Surgery or operating room</td>
                <td colspan="2">6 (4.8)</td>
                <td colspan="2">25 (13.1)</td>
                <td colspan="3">2.206 (0.663-7.344)</td>
                <td colspan="2">.20</td>
                <td colspan="3">0.458 (0.130-1.613)</td>
                <td colspan="2">.22</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Obstetrics and gynecology</td>
                <td colspan="2">20 (16)</td>
                <td colspan="2">41 (21.5)</td>
                <td colspan="3">1.085 (0.412-2.859)</td>
                <td colspan="2">.87</td>
                <td colspan="3">0.521 (0.171-1.589)</td>
                <td colspan="2">.25</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Laboratory</td>
                <td colspan="2">15 (12)</td>
                <td colspan="2">16 (8.4)</td>
                <td colspan="3">0.565 (0.193-1.649)</td>
                <td colspan="2">.30</td>
                <td colspan="3">1.735 (0.314-9.593)</td>
                <td colspan="2">.53</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Internal medicine</td>
                <td colspan="2">18 (14.4)</td>
                <td colspan="2">22 (11.5)</td>
                <td colspan="3">0.647 (0.233-1.795)</td>
                <td colspan="2">.40</td>
                <td colspan="3">1.352 (0.463-3.944)</td>
                <td colspan="2">.58</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>General services</td>
                <td colspan="2">55 (44)</td>
                <td colspan="2">61 (31.9)</td>
                <td colspan="3">0.577 (0.238-1.398)</td>
                <td colspan="2">.22</td>
                <td colspan="3">0.988 (0.370-2.641)</td>
                <td colspan="2">.98</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Emergency</td>
                <td colspan="2">1 (0.8)</td>
                <td colspan="2">9 (4.7)</td>
                <td colspan="3">4.765 (0.518-43.798)</td>
                <td colspan="2">.17</td>
                <td colspan="3">0.282 (0.030-2.680)</td>
                <td colspan="2">.27</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Pediatrics</td>
                <td colspan="2">9 (7.2)</td>
                <td colspan="2">17 (8.9)</td>
                <td colspan="3">1 (reference)</td>
                <td colspan="2">—</td>
                <td colspan="3">1 (reference)</td>
                <td colspan="2">—</td>
              </tr>
              <tr valign="top">
                <td colspan="16">Experience (y)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>&lt;5</td>
                <td colspan="2">29 (23.2)</td>
                <td colspan="2">38 (19.9)</td>
                <td colspan="3">0.822 (0.476-1.420)</td>
                <td colspan="2">.48</td>
                <td colspan="3">—</td>
                <td colspan="2">—</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>≥5</td>
                <td colspan="2">96 (76.8)</td>
                <td colspan="2">153 (80.1)</td>
                <td colspan="3">1 (reference)</td>
                <td colspan="2">—</td>
                <td colspan="3">—</td>
                <td colspan="2">—</td>
              </tr>
              <tr valign="top">
                <td colspan="16">Workload (h)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>&gt;8</td>
                <td colspan="2">56 (44.8)</td>
                <td colspan="2">51 (26.7)</td>
                <td colspan="3">2.228 (1.383-3.588)</td>
                <td colspan="2">
                  <italic>.001</italic>
                  <sup>b</sup>
                </td>
                <td colspan="3">0.627 (0.359-1.093)</td>
                <td colspan="2">.10</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>≤8</td>
                <td colspan="2">69 (55.2)</td>
                <td colspan="2">140 (73.3)</td>
                <td colspan="3">1 (reference)</td>
                <td colspan="2">—</td>
                <td colspan="3">1 (reference)</td>
                <td colspan="2">—</td>
              </tr>
              <tr valign="top">
                <td colspan="16">Training on standard precautions</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>No</td>
                <td colspan="2">95 (76)</td>
                <td colspan="2">135 (70.7)</td>
                <td colspan="3">0.761 (0.455-1.274)</td>
                <td colspan="2">.30</td>
                <td colspan="3">—</td>
                <td colspan="2">—</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Yes</td>
                <td colspan="2">30 (24)</td>
                <td colspan="2">56 (29.3)</td>
                <td colspan="3">1 (reference)</td>
                <td colspan="2">—</td>
                <td colspan="3">—</td>
                <td colspan="2">—</td>
              </tr>
              <tr valign="top">
                <td colspan="16">Compliance with standard precautions</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Not always</td>
                <td colspan="2">14 (11.2)</td>
                <td colspan="2">38 (19.9)</td>
                <td colspan="3">2.915 (1.707-4.980)</td>
                <td colspan="2">
                  <italic>&lt;.001</italic>
                  <sup>d</sup>
                </td>
                <td colspan="3">2.921 (1.503-5.677)</td>
                <td colspan="2">
                  <italic>.001</italic>
                  <sup>b</sup>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Always</td>
                <td colspan="2">111 (88.8)</td>
                <td colspan="2">153 (80.1)</td>
                <td colspan="3">1 (reference)</td>
                <td colspan="2">—</td>
                <td colspan="3">1 (reference)</td>
                <td colspan="2">—</td>
              </tr>
              <tr valign="top">
                <td colspan="16">Needle recapping</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Always, usually, or rarely</td>
                <td colspan="2">75 (60)</td>
                <td colspan="2">39 (20.4)</td>
                <td colspan="3">2.598 (1.573-4.292)</td>
                <td colspan="2">
                  <italic>&lt;.001</italic>
                  <sup>d</sup>
                </td>
                <td colspan="3">0.884 (0.459-1.703)</td>
                <td colspan="2">.71</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Never</td>
                <td colspan="2">50 (40)</td>
                <td colspan="2">152 (79.6)</td>
                <td colspan="3">1 (reference)</td>
                <td colspan="2">—</td>
                <td colspan="3">1 (reference)</td>
                <td colspan="2">—</td>
              </tr>
              <tr valign="top">
                <td colspan="16">Availability of PPE<sup>e</sup></td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Not always</td>
                <td colspan="2">85 (68)</td>
                <td colspan="2">151 (79.1)</td>
                <td colspan="3">0.563 (0.337-0.940)</td>
                <td colspan="2">
                  <italic>.03</italic>
                  <sup>b</sup>
                </td>
                <td colspan="3">0.760 (0.397-1.458)</td>
                <td colspan="2">.41</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Always</td>
                <td colspan="2">40 (32)</td>
                <td colspan="2">40 (20.9)</td>
                <td colspan="3">1 (reference)</td>
                <td colspan="2">—</td>
                <td colspan="3">1 (reference)</td>
                <td colspan="2">—</td>
              </tr>
              <tr valign="top">
                <td colspan="16">Use of PPE during procedures</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Not always</td>
                <td colspan="2">39 (31.2)</td>
                <td colspan="2">54 (20.3)</td>
                <td colspan="3">2.362 (1.344-4.152)</td>
                <td colspan="2">
                  <italic>.003</italic>
                  <sup>b</sup>
                </td>
                <td colspan="3">0.546 (0.263-1.135)</td>
                <td colspan="2">.11</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Always</td>
                <td colspan="2">86 (68.8)</td>
                <td colspan="2">137 (71.7)</td>
                <td colspan="3">1 (reference)</td>
                <td colspan="2">—</td>
                <td colspan="3">1 (reference)</td>
                <td colspan="2">—</td>
              </tr>
            </tbody>
          </table>
          <table-wrap-foot>
            <fn id="table4fn1">
              <p><sup>a</sup>OR: odds ratio.</p>
            </fn>
            <fn id="table4fn2">
              <p><sup>b</sup><italic>P</italic>&lt;.05.</p>
            </fn>
            <fn id="table4fn3">
              <p><sup>c</sup>Not applicable.</p>
            </fn>
            <fn id="table4fn4">
              <p><sup>d</sup><italic>P</italic>&lt;.001.</p>
            </fn>
            <fn id="table4fn5">
              <p><sup>e</sup>PPE: personal protective equipment.</p>
            </fn>
          </table-wrap-foot>
        </table-wrap>
      </sec>
    </sec>
    <sec sec-type="discussion">
      <title>Discussion</title>
      <sec>
        <title>Summary of Key Findings</title>
        <p>This study highlights that BEAs remain a major occupational hazard among health care providers in Kalemie, Tanganyika Province, DRC. The strongest predictor was noncompliance with standard precautions [<xref ref-type="bibr" rid="ref15">15</xref>], whereas working in secondary‑level facilities appeared protective.</p>
      </sec>
      <sec>
        <title>Interpretation and Comparison With Previous Studies</title>
        <p>Our findings are consistent with those of recent African studies reporting high BEA prevalence: 93% in Cameroon [<xref ref-type="bibr" rid="ref10">10</xref>], 78.9% in Morocco [<xref ref-type="bibr" rid="ref11">11</xref>], more than 60% in Ethiopia [<xref ref-type="bibr" rid="ref13">13</xref>,<xref ref-type="bibr" rid="ref17">17</xref>], and more than 60% in Nigeria [<xref ref-type="bibr" rid="ref14">14</xref>]. The Kalemie results reinforce the persistence of occupational risks across sub‑Saharan Africa.</p>
        <p>The protective effect of secondary‑level facilities may be explained by better infrastructure, availability of PPE, and more structured infection prevention programs, as observed in Ethiopia [<xref ref-type="bibr" rid="ref17">17</xref>] and Benin [<xref ref-type="bibr" rid="ref18">18</xref>]. Conversely, primary‑level facilities often lack resources, increasing exposure risks [<xref ref-type="bibr" rid="ref20">20</xref>].</p>
        <p>The association between noncompliance with standard precautions and BEAs has been consistently documented [<xref ref-type="bibr" rid="ref27">27</xref>]. In Kalemie, this factor nearly tripled the risk, confirming that most accidents are preventable through adherence to basic infection control measures. The apparent contradiction between bivariate and multivariate analyses regarding facility type likely reflects confounding factors: secondary facilities host more complex procedures and higher patient volumes, increasing crude risk, but once adjusted for PPE availability, training, and compliance, their structured infection control systems reduced overall risk. Similar methodological challenges have been highlighted in recent epidemiological modeling studies [<xref ref-type="bibr" rid="ref31">31</xref>].</p>
      </sec>
      <sec>
        <title>Strengths and Limitations</title>
        <p>The methodological rigor of this study, including the use of a validated questionnaire adapted from WHO and CDC tools [<xref ref-type="bibr" rid="ref22">22</xref>,<xref ref-type="bibr" rid="ref26">26</xref>], random sampling, and robust statistical diagnostics such as the Hosmer-Lemeshow test and the area under the receiver operating characteristic curve [<xref ref-type="bibr" rid="ref28">28</xref>,<xref ref-type="bibr" rid="ref29">29</xref>], supports the representativeness of the findings. Nevertheless, limitations must be acknowledged. Reliance on self‑reported data may have introduced social desirability bias, as suggested by the discrepancy between the high proportion of providers claiming to “always” follow standard precautions (242/316, 76.6%) and the finding that noncompliance was the strongest predictor. Recall bias may also have affected lifetime prevalence estimates. Measurement limitations exist because exposure was assessed exclusively through self‑report without external validation, and the cross‑sectional design precludes causal inference. Finally, generalizability is limited as this study was conducted in Kalemie and may not fully represent health care providers in other provinces of the DRC.</p>
      </sec>
      <sec>
        <title>Broader Implications</title>
        <p>BEAs remain highly prevalent among health care providers in Kalemie. Most incidents are preventable through adherence to standard precautions, adequate provision of PPE, and establishment of surveillance systems. Strengthening institutional policies and continuous training are essential to reduce occupational risks and safeguard health care workers.</p>
        <p>Beyond Kalemie, these findings highlight systemic gaps in infection prevention and control across sub‑Saharan Africa. Addressing these gaps requires coordinated action: investment in PPE, integration of infection control committees, and reinforcement of reporting and monitoring systems. At the global level, the persistence of BEAs underscores the need for harmonized occupational health policies and stronger advocacy for health care worker safety.</p>
      </sec>
      <sec>
        <title>Conclusions</title>
        <p>BEAs remain a major occupational hazard for health care providers in Kalemie, DRC. With nearly two-thirds of providers reporting lifetime exposure and more than half exposed within the past year, the burden is substantial. Most incidents were preventable, and noncompliance with standard precautions emerged as the strongest predictor. Conversely, working in secondary‑level facilities appeared protective once confounding factors were accounted for.</p>
        <p>These findings underscore the urgent need to strengthen infection prevention and control measures, ensure consistent availability and use of PPE, and establish effective surveillance and reporting systems. Beyond Kalemie, the results highlight systemic gaps across sub‑Saharan Africa, calling for coordinated national and international efforts to safeguard health care workers. Protecting those at the frontline is essential not only for their safety but also for the resilience of health systems.</p>
      </sec>
    </sec>
  </body>
  <back>
    <app-group/>
    <glossary>
      <title>Abbreviations</title>
      <def-list>
        <def-item>
          <term id="abb1">AOR</term>
          <def>
            <p>adjusted odds ratio</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb2">BEA</term>
          <def>
            <p>blood exposure accident</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb3">CDC</term>
          <def>
            <p>Centers for Disease Control and Prevention</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb4">DRC</term>
          <def>
            <p>Democratic Republic of the Congo</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb5">NHIS</term>
          <def>
            <p>National Health Information System</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb6">PPE</term>
          <def>
            <p>personal protective equipment</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb7">STROBE</term>
          <def>
            <p>Strengthening the Reporting of Observational Studies in Epidemiology</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb8">WHO</term>
          <def>
            <p>World Health Organization</p>
          </def>
        </def-item>
      </def-list>
    </glossary>
    <ack>
      <p>The authors thank the Tanganyika Provincial Health Division for administrative support, the managers of the participating health facilities for their collaboration, and the health care providers who generously contributed their time and insights to this study. 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 support for the publication of this article. No generative AI tools were used in the design, conduct, analysis, or writing of this study. All content was produced by the authors, and responsibility for the accuracy and integrity of the work rests entirely with them.</p>
    </ack>
    <notes>
      <title>Data Availability</title>
      <p>The datasets generated and analyzed during the current study are not publicly available due to confidentiality agreements with participating health facilities. However, anonymized data can be obtained from the corresponding author on reasonable request and with approval from the institutional ethics committee.</p>
    </notes>
    <notes>
      <title>Funding</title>
      <p>The authors declared no financial support was received for this work.</p>
    </notes>
    <fn-group>
      <fn fn-type="con">
        <p>Conceptualization: JKD, FIM</p>
        <p>Data curation: JKD</p>
        <p>Formal analysis: JKD, PMM</p>
        <p>Investigation: JCBKI</p>
        <p>Methodology: JKD, FIM, DMM</p>
        <p>Resources: DSM</p>
        <p>Supervision: JKD</p>
        <p>Validation: DSM, DMM</p>
        <p>Writing—original draft: JKD</p>
        <p>Writing—review and editing: JKD, FIM, PMM, GKL, JCBKI, DSM, DMM</p>
        <p>All authors have read and approved the final version of the manuscript.</p>
      </fn>
      <fn fn-type="conflict">
        <p>None declared.</p>
      </fn>
    </fn-group>
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