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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Environ. Health</journal-id>
<journal-title>Frontiers in Environmental Health</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Environ. Health</abbrev-journal-title>
<issn pub-type="epub">2813-558X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fenvh.2025.1534012</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Environmental Health</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Utilization of personal protective equipment among sanitation workers in faecal-waste management plants in cities in Uganda</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes"><name><surname>Bulafu</surname><given-names>Douglas</given-names></name>
<xref ref-type="corresp" rid="cor1">&#x002A;</xref><uri xlink:href="https://loop.frontiersin.org/people/1345087/overview"/><role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/><role content-type="https://credit.niso.org/contributor-roles/data-curation/"/><role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/><role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/><role content-type="https://credit.niso.org/contributor-roles/investigation/"/><role content-type="https://credit.niso.org/contributor-roles/methodology/"/><role content-type="https://credit.niso.org/contributor-roles/project-administration/"/><role content-type="https://credit.niso.org/contributor-roles/resources/"/><role content-type="https://credit.niso.org/contributor-roles/software/"/><role content-type="https://credit.niso.org/contributor-roles/supervision/"/><role content-type="https://credit.niso.org/contributor-roles/validation/"/><role content-type="https://credit.niso.org/contributor-roles/visualization/"/><role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/></contrib>
<contrib contrib-type="author"><name><surname>Ninsiima</surname><given-names>Lesley Rose</given-names></name><uri xlink:href="https://loop.frontiersin.org/people/2286327/overview" /><role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/><role content-type="https://credit.niso.org/contributor-roles/data-curation/"/><role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/><role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/><role content-type="https://credit.niso.org/contributor-roles/investigation/"/><role content-type="https://credit.niso.org/contributor-roles/resources/"/><role content-type="https://credit.niso.org/contributor-roles/supervision/"/><role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/></contrib>
<contrib contrib-type="author"><name><surname>Tamale</surname><given-names>Bridget Nagawa</given-names></name><role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/><role content-type="https://credit.niso.org/contributor-roles/data-curation/"/><role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/><role content-type="https://credit.niso.org/contributor-roles/investigation/"/><role content-type="https://credit.niso.org/contributor-roles/methodology/"/><role content-type="https://credit.niso.org/contributor-roles/resources/"/><role content-type="https://credit.niso.org/contributor-roles/validation/"/><role content-type="https://credit.niso.org/contributor-roles/visualization/"/><role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/></contrib>
<contrib contrib-type="author"><name><surname>Baguma</surname><given-names>James Natweta</given-names></name><uri xlink:href="https://loop.frontiersin.org/people/2048348/overview" /><role content-type="https://credit.niso.org/contributor-roles/data-curation/"/><role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/><role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/><role content-type="https://credit.niso.org/contributor-roles/investigation/"/><role content-type="https://credit.niso.org/contributor-roles/methodology/"/><role content-type="https://credit.niso.org/contributor-roles/supervision/"/><role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/></contrib>
<contrib contrib-type="author"><name><surname>Namakula</surname><given-names>Lydia Nabawanuka</given-names></name><role content-type="https://credit.niso.org/contributor-roles/methodology/"/><role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/></contrib>
<contrib contrib-type="author"><name><surname>Niyongabo</surname><given-names>Filimin</given-names></name><role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/><role content-type="https://credit.niso.org/contributor-roles/data-curation/"/><role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/><role content-type="https://credit.niso.org/contributor-roles/investigation/"/><role content-type="https://credit.niso.org/contributor-roles/methodology/"/><role content-type="https://credit.niso.org/contributor-roles/project-administration/"/><role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/></contrib>
<contrib contrib-type="author"><name><surname>Ndejjo</surname><given-names>Rawlance</given-names></name><uri xlink:href="https://loop.frontiersin.org/people/1225482/overview" /><role content-type="https://credit.niso.org/contributor-roles/software/"/><role content-type="https://credit.niso.org/contributor-roles/supervision/"/><role content-type="https://credit.niso.org/contributor-roles/validation/"/><role content-type="https://credit.niso.org/contributor-roles/visualization/"/><role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/><role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/><role content-type="https://credit.niso.org/contributor-roles/data-curation/"/><role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/><role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/><role content-type="https://credit.niso.org/contributor-roles/investigation/"/><role content-type="https://credit.niso.org/contributor-roles/methodology/"/><role content-type="https://credit.niso.org/contributor-roles/project-administration/"/><role content-type="https://credit.niso.org/contributor-roles/resources/"/></contrib>
<contrib contrib-type="author"><name><surname>Musoke</surname><given-names>David</given-names></name><uri xlink:href="https://loop.frontiersin.org/people/986130/overview" /><role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/><role content-type="https://credit.niso.org/contributor-roles/data-curation/"/><role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/><role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/><role content-type="https://credit.niso.org/contributor-roles/investigation/"/><role content-type="https://credit.niso.org/contributor-roles/methodology/"/><role content-type="https://credit.niso.org/contributor-roles/project-administration/"/><role content-type="https://credit.niso.org/contributor-roles/resources/"/><role content-type="https://credit.niso.org/contributor-roles/software/"/><role content-type="https://credit.niso.org/contributor-roles/supervision/"/><role content-type="https://credit.niso.org/contributor-roles/validation/"/><role content-type="https://credit.niso.org/contributor-roles/visualization/"/><role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/></contrib>
</contrib-group>
<aff><institution>Department of Disease Control and Environmental Health, School of Public Health, College of Health Sciences, Makerere University</institution>, <addr-line>Kampala</addr-line>, <country>Uganda</country></aff>
<author-notes>
<fn fn-type="edited-by"><p><bold>Edited by:</bold> Sara Jahnke, NDRI USA, Inc., United States</p></fn>
<fn fn-type="edited-by"><p><bold>Reviewed by:</bold> Medani Bhandari, Akamai University, United States</p>
<p>Philip Harber, University of Arizona, United States</p></fn>
<corresp id="cor1"><label>&#x002A;</label><bold>Correspondence:</bold> Douglas Bulafu <email>dbulafu@musph.ac.ug</email></corresp>
</author-notes>
<pub-date pub-type="epub"><day>05</day><month>06</month><year>2025</year></pub-date>
<pub-date pub-type="ecorrected"><day>01</day><month>07</month><year>2025</year></pub-date>
<pub-date pub-type="collection"><year>2025</year></pub-date>
<volume>4</volume><elocation-id>1534012</elocation-id>
<history>
<date date-type="received"><day>25</day><month>11</month><year>2024</year></date>
<date date-type="accepted"><day>19</day><month>05</month><year>2025</year></date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2025 Bulafu, Ninsiima, Tamale, Baguma, Namakula, Niyongabo, Ndejjo and Musoke.</copyright-statement>
<copyright-year>2025</copyright-year><copyright-holder>Bulafu, Ninsiima, Tamale, Baguma, Namakula, Niyongabo, Ndejjo and Musoke</copyright-holder><license license-type="open-access" xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract><sec><title>Introduction</title>
<p>Increased urbanization in Uganda has exerted pressure on the existing sanitation facilities including sewer systems and fecal-waste treatment plants increasing health, and environmental risks to sanitation workers and the public. Sanitation workers are also exposed to biohazards while working, which poses a great threat to their health. This study assessed utilization of personal protective equipment (PPE) and associated factors among sanitation workers in fecal-waste management plants in Uganda&#x0027;s regional cities.</p>
</sec><sec><title>Methods</title>
<p>A cross-sectional study was conducted among 417 sanitation workers in fecal waste treatment plants in nine cities in Uganda. Data were collected using a semi-structured questionnaire uploaded on Kobo collect software and analyzed in Stata version 14 software. </p>
</sec><sec><title>Results</title>
<p>The majority (95.0&#x0025;) of the study participants were males, 46.5&#x0025; were above 30 years and 60.7&#x0025; consistently utilized PPE in the 30 days prior to the study. Experiencing work-related illness (APR&#x2009;&#x003D;&#x2009;0.39,95&#x0025; CI:0.23&#x2013;0.66), presence of an occupational health and safety officer (APR&#x2009;&#x003D;&#x2009;2.32, 95&#x0025;CI:1.34&#x2013;4.02), presence of PPE regulations (APR&#x2009;&#x003D;&#x2009;2.85,95&#x0025;CI:1.50&#x2013;5.39), and mandatory PPE use at work were significantly associated with consistent PPE use. </p>
</sec><sec><title>Discussion/Conclusion</title>
<p>Consistent PPE use among sanitation workers at fecal-waste management plants was suboptimal. Hence, fecal-waste management plants should conduct routine training, provide PPE, and employ occupational health officers to enforce and supervise PPE use.</p>
</sec>
</abstract>
<kwd-group>
<kwd>sanitation workers</kwd>
<kwd>PPE</kwd>
<kwd>utilization</kwd>
<kwd>fecal waste management plants</kwd>
<kwd>Uganda</kwd>
</kwd-group><contract-sponsor id="cn001">Initiative for Sanitation Workers through Water Aid under the Water Aid-Sanitation workers</contract-sponsor><counts>
<fig-count count="0"/>
<table-count count="5"/><equation-count count="0"/><ref-count count="28"/><page-count count="9"/><word-count count="0"/></counts><custom-meta-wrap><custom-meta><meta-name>section-at-acceptance</meta-name><meta-value>Occupational Safety and Health Interventions</meta-value></custom-meta></custom-meta-wrap>
</article-meta>
</front>
<body><sec id="s1" sec-type="intro"><label>1</label><title>Introduction</title>
<p>Over 50&#x0025; of the global population lives in urban areas and it is projected to increase by 1.5 times to 6 billion by 2045 (<xref ref-type="bibr" rid="B1">1</xref>). Moreover, most sub-Saharan African (SSA) countries are regarded as the world&#x0027;s fastest urbanizing countries, with approximately 1.14 billion inhabitants and 41.2&#x0025; of them living in urban areas and cities (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>). Uganda has had rapid urban growth of over 24&#x0025; in the previous 10 years (<xref ref-type="bibr" rid="B1">1</xref>). That notwithstanding, the Government of Uganda (GoU) approved 15 new cities (<xref ref-type="bibr" rid="B3">3</xref>), many of which are characterized by trading activities, increased industrialization, and high population densities (<xref ref-type="bibr" rid="B4">4</xref>). These activities majorly depend on the public sewer system (<xref ref-type="bibr" rid="B5">5</xref>) and on-site sanitation technologies which require functioning fecal waste management systems and institutions to operate (<xref ref-type="bibr" rid="B6">6</xref>). However, this situation poses an enormous pressure on sanitation facilities, sewer systems, and fecal treatment plants thus increasing health, environmental, and socioeconomic risks to people (<xref ref-type="bibr" rid="B7">7</xref>). In addition, these sanitation facilities are often mismanaged (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B8">8</xref>) and abused by dumping of non-degradable materials which in the long run exposes sanitation workers to disease risk.</p>
<p>In a bid to protect public health and improve the overall livability of cities, sanitation workers are required to address the various challenges along the sanitation chain including ensuring the safe containment, collection, transport, treatment, and reuse or disposal of fecal matter (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B10">10</xref>). However, during excreta management along the chain, these sanitation workers are exposed to bacteria, endotoxins, allergens, particulate matter, and poisonous gases, in septic tanks, sewers, pumping stations, and treatment plants (<xref ref-type="bibr" rid="B11">11</xref>). These risks are exacerbated by improperly constructed sanitation facilities, inadequate, poor design and material of personal protective equipment (PPE) for adequate protection of the workers (<xref ref-type="bibr" rid="B9">9</xref>), limited occupational safety and health training, and low education levels of sanitation workers (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B13">13</xref>). This creates unfavorable working conditions for sanitation workers thus failing to contribute to four of the 17 Sustainable Development Goals (SDGs) including SDG 1, SDG 3, SDG 6, and SDG 8 (<xref ref-type="bibr" rid="B10">10</xref>). It is thus paramount to examine the OSH of sanitation workers (<xref ref-type="bibr" rid="B10">10</xref>) due to the high risk of hazards they are exposed to (<xref ref-type="bibr" rid="B14">14</xref>).</p>
<p>To address these gaps, the World Health Organization (WHO) set guidelines in 2018 on Sanitation and Health (<xref ref-type="bibr" rid="B11">11</xref>). These guidelines highly recommend that sanitation workers implement safe excreta management across the sanitation chain, and be provided with detailed guidance on safety measures at each step of the chain (<xref ref-type="bibr" rid="B11">11</xref>). Following this, several cities in Uganda have adopted these guidelines for instance Kampala city (<xref ref-type="bibr" rid="B15">15</xref>) passed the Kampala Capital City (Sewage and Fecal Sludge Management) Ordinance in 2019 as a legal tool for effective management of fecal sludge in the area (<xref ref-type="bibr" rid="B15">15</xref>). This ordinance recommends training all sanitation workers and following standard operating procedures such as consistent and correct PPE use and regular health checks during their work (<xref ref-type="bibr" rid="B15">15</xref>). This notwithstanding, implementation of occupational health measures among sanitation workers remains low (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B10">10</xref>). However, improving the occupational health of sanitation workers requires an understanding of their knowledge of and utilization of PPE. Therefore, this study assessed PPE utilization and associated factors among sanitation workers in fecal waste management plants in cities in Uganda.</p>
</sec>
<sec id="s2" sec-type="methods"><label>2</label><title>Materials and methods</title>
<sec id="s2a"><label>2.1</label><title>Study design and setting</title>
<p>A cross-sectional study design was employed to assess awareness of occupational biohazard risks, and utilization of PPE among sanitation workers in fecal waste treatment plants. The study was conducted in fecal treatment plants in Ugandan cities which were: Arua, Lira, Gulu, Mbale, Jinja, Masaka, Kampala, Fort Portal, and Mbarara city (<xref ref-type="bibr" rid="B3">3</xref>). These cities are highly populated with an urban population growth rate of 5.2&#x0025; (<xref ref-type="bibr" rid="B5">5</xref>) and highly depend on public sewer systems for fecal waste disposal.</p>
</sec>
<sec id="s2b"><label>2.2</label><title>Study population and sampling</title>
<p>The study was conducted among sanitation workers in fecal treatment plants in regional cities in Uganda. These sanitation workers often come into contact with various occupational biohazards, physical injuries, and various illnesses while at work (<xref ref-type="bibr" rid="B16">16</xref>, <xref ref-type="bibr" rid="B17">17</xref>). The sample size was determined using the formula by Kish Leslie (1965) (<xref ref-type="bibr" rid="B18">18</xref>), considering a conservative prevalence of 50&#x0025;, sampling error of 5&#x0025;, and non-response rate of 10&#x0025; giving a sample size of 427 participants. Both stratified and random sampling techniques were employed. Each fecal treatment plant was treated as a stratum, and the number of respondents per stratum was determined proportionally based on the total number of sanitation workers at that plant. A complete list of sanitation workers at each plant was requested from the respective occupational health and safety officer, and efforts were made to verify its comprehensiveness through cross-checking with administrative records where feasible. From these lists, participants were randomly selected.</p>
<p>Of the 427 workers approached, 417 consented and completed the survey, yielding a response rate of 97.7&#x0025;.</p>
</sec>
<sec id="s2c"><label>2.3</label><title>Data collection</title>
<p>Data collection was conducted from 26th July &#x2013; 10th September 2022. Data were collected by trained research assistants a using structured questionnaire uploaded on Kobo Collect software. Data collection was conducted during working hours at the fecal management plants. The questionnaire was adapted from a similar study (<xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B20">20</xref>). It was translated into local languages such as <italic>Luganda</italic> in Kampala, <italic>Runyankole</italic> in Mbarara, <italic>Rutooro</italic> in Fortportal, <italic>Lumasaba</italic> in Mbale, <italic>Lusoga</italic> in Jinja, <italic>Alur</italic> and <italic>Lugbar</italic> in Arua, <italic>Acholi</italic> in Gulu and <italic>Langi</italic> in Lira. The questionnaire contained four sections namely: socio-demographic characteristics; awareness and attitudes toward occupational biohazard risk; knowledge of PPE use, utilization of PPE, and institutional factors. The data collection tool was evaluated for face and internal validity by a team of experts at Makerere University School of Public Health.</p>
</sec>
<sec id="s2d"><label>2.4</label><title>Measurement of PPE utilization</title>
<p>PPE utilization was based on respondents&#x0027; self-reports. PPE utilization among respondents was measured by asking whether they often wore any PPE in the previous 30 days. Respondents with a &#x201C;Yes&#x201D; response on consistent PPE utilization (Those who used PPE every work day for the previous 30 days) were considered as those who utilized PPE and coded (1), while those with a &#x201C;No&#x201D; response were considered otherwise and coded (0).</p>
</sec>
<sec id="s2e"><label>2.5</label><title>Data management and analysis</title>
<p>Data were entered using android-enabled mobile phones loaded with the Kobo Collect application, and the data were synchronized onto the server daily. This allowed real-time data capture and entry, minimized errors at entry, and eased data cleaning. The data entered were cleaned and analyzed using Excel 2016 and STATA version 14.0 statistical software respectively. Descriptive analyses were performed for demographic characteristics, awareness of biohazards, availability of PPE, and utilization of PPE. These results are presented as frequencies, proportions, and means where appropriate. To assess the association between the outcome variable and the explanatory variables, we used logistic regression at bivariate and multivariable analysis. This resulted in Crude Odds Ratios (COR) at 95&#x0025; confidence intervals. Thereafter, variables with a threshold <italic>p</italic>-value less than 0.05at bivariate analyses were subjected to the multivariable regression analyses, giving the Adjusted Odds Ratios (AOR). In multivariable analysis, only variables with a <italic>p</italic>-value less than 0.05 were considered significant.</p>
</sec>
</sec>
<sec id="s3" sec-type="results"><label>3</label><title>Results</title>
<sec id="s3a"><label>3.1</label><title>Socio-demographic and background characteristics</title>
<p>Out of the 417 respondents, 95.0&#x0025; (396/417) were males, 36.9&#x0025; (154/417) were Roman Catholics, and 71.9&#x0025; (300/417) were married or cohabiting. Among the respondents, 46.5&#x0025; (194/417) were aged 30 years and below, 91.1&#x0025; (380/417) had dependents, and 44.8&#x0025; (187/417) had attained secondary level education. The roles played by the respondents at the treatment plant were collection 50.6&#x0025; (211/417), emptying 61.6&#x0025; (257/417), transportation 44.6&#x0025; (186/417), treatment 21.6&#x0025; (90/417), and disposal 32.4&#x0025; (135/417). Given the diversity in job roles among the sanitation workers, it is important to note that these different functions expose them to varying types and levels of occupational hazards. Close to three quarters of the respondents, 72.9&#x0025; (304/417) were working in the day shift, and 54.4&#x0025; (227/417) worked 8 and less hours daily (<xref ref-type="table" rid="T1">Table&#x00A0;1</xref>).</p>
<table-wrap id="T1" position="float"><label>Table 1</label>
<caption><p>Socio-demographic and background characteristics of respondents.</p></caption>
<table frame="hsides" rules="groups">
<colgroup>
<col align="left"/>
<col align="left"/>
<col align="center"/>
<col align="center"/>
</colgroup>
<thead>
<tr>
<th valign="top" align="left">Variable</th>
<th valign="top" align="center">Attribute</th>
<th valign="top" align="center">Frequency (<italic>n</italic>&#x2009;&#x003D;&#x2009;417)</th>
<th valign="top" align="center">Percentage (&#x0025;)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Gender</td>
<td valign="top" align="left">Female</td>
<td valign="top" align="left">21</td>
<td valign="top" align="center">5.0</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Male</td>
<td valign="top" align="left">396</td>
<td valign="top" align="center">95.0</td>
</tr>
<tr>
<td valign="top" align="left">Age (years)</td>
<td valign="top" align="left">&#x2264;30</td>
<td valign="top" align="left">194</td>
<td valign="top" align="center">46.5</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">31&#x2013;45</td>
<td valign="top" align="left">169</td>
<td valign="top" align="center">40.5</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">&#x003E;45</td>
<td valign="top" align="left">54</td>
<td valign="top" align="center">12.9</td>
</tr>
<tr>
<td valign="top" align="left">Religion</td>
<td valign="top" align="left">Anglican</td>
<td valign="top" align="left">121</td>
<td valign="top" align="center">29.0</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Muslim</td>
<td valign="top" align="left">91</td>
<td valign="top" align="center">21.8</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Pentecostal/born again</td>
<td valign="top" align="left">51</td>
<td valign="top" align="center">12.2</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Roman catholic</td>
<td valign="top" align="left">154</td>
<td valign="top" align="center">36.9</td>
</tr>
<tr>
<td valign="top" align="left">Marital status</td>
<td valign="top" align="left">Separated/divorced</td>
<td valign="top" align="left">23</td>
<td valign="top" align="center">5.5</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Single</td>
<td valign="top" align="left">92</td>
<td valign="top" align="center">22.1</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Widowed</td>
<td valign="top" align="left">2</td>
<td valign="top" align="center">0.5</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Married</td>
<td valign="top" align="left">300</td>
<td valign="top" align="center">71.9</td>
</tr>
<tr>
<td valign="top" align="left">Had dependents</td>
<td valign="top" align="left">No</td>
<td valign="top" align="left">37</td>
<td valign="top" align="center">9.9</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Yes</td>
<td valign="top" align="left">380</td>
<td valign="top" align="center">91.1</td>
</tr>
<tr>
<td valign="top" align="left">Highest academic qualification</td>
<td valign="top" align="left">No formal education</td>
<td valign="top" align="left">8</td>
<td valign="top" align="center">1.9</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Primary level</td>
<td valign="top" align="left">138</td>
<td valign="top" align="center">33.1</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Secondary level</td>
<td valign="top" align="left">187</td>
<td valign="top" align="center">44.8</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Tertiary</td>
<td valign="top" align="left">84</td>
<td valign="top" align="center">20.1</td>
</tr>
<tr>
<td valign="top" align="left">Work shift</td>
<td valign="top" align="left">Day</td>
<td valign="top" align="left">304</td>
<td valign="top" align="center">72.9</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Night</td>
<td valign="top" align="left">6</td>
<td valign="top" align="center">1.4</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Both</td>
<td valign="top" align="left">107</td>
<td valign="top" align="center">25.7</td>
</tr>
<tr>
<td valign="top" align="left">Role at the treatment plants</td>
<td valign="top" align="left">Collection</td>
<td valign="top" align="left">211</td>
<td valign="top" align="center">50.6</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Emptying</td>
<td valign="top" align="left">257</td>
<td valign="top" align="center">61.6</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Transportation</td>
<td valign="top" align="left">186</td>
<td valign="top" align="center">44.6</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Treatment</td>
<td valign="top" align="left">90</td>
<td valign="top" align="center">21.6</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Disposal</td>
<td valign="top" align="left">135</td>
<td valign="top" align="center">32.4</td>
</tr>
<tr>
<td valign="top" align="left">Work duration per day (hours)</td>
<td valign="top" align="left">&#x2264;8</td>
<td valign="top" align="left">227</td>
<td valign="top" align="center">54.4</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">&#x003E;8</td>
<td valign="top" align="left">190</td>
<td valign="top" align="center">45.6</td>
</tr>
<tr>
<td valign="top" align="left">Years spent working at the plant</td>
<td valign="top" align="left">&#x2264;5</td>
<td valign="top" align="left">284</td>
<td valign="top" align="center">68.1</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">&#x003E; 5</td>
<td valign="top" align="left">133</td>
<td valign="top" align="center">31.9</td>
</tr>
<tr>
<td valign="top" align="left">Had another occupation</td>
<td valign="top" align="left">Yes</td>
<td valign="top" align="left">201</td>
<td valign="top" align="center">48.2</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">No</td>
<td valign="top" align="left">216</td>
<td valign="top" align="center">51.8</td>
</tr>
<tr>
<td valign="top" align="left">Other occupation (<italic>n</italic>&#x2009;&#x003D;&#x2009;201)</td>
<td valign="top" align="left">Boda-boda (commercial motor cyclist)</td>
<td valign="top" align="left">10</td>
<td valign="top" align="center">5.0</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Business</td>
<td valign="top" align="left">61</td>
<td valign="top" align="center">30.4</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Casual labor</td>
<td valign="top" align="left">28</td>
<td valign="top" align="center">13.9</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Construction</td>
<td valign="top" align="left">38</td>
<td valign="top" align="center">18.9</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Farming</td>
<td valign="top" align="left">40</td>
<td valign="top" align="center">19.9</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Non casual work</td>
<td valign="top" align="left">24</td>
<td valign="top" align="center">11.9</td>
</tr>
<tr>
<td valign="top" align="left">Average monthly income (US dollars)</td>
<td valign="top" align="left">Less than 132</td>
<td valign="top" align="left">271</td>
<td valign="top" align="center">65.0</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">132- 264</td>
<td valign="top" align="left">119</td>
<td valign="top" align="center">28.5</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Above 264</td>
<td valign="top" align="left">27</td>
<td valign="top" align="center">6.5</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3b"><label>3.2</label><title>Awareness of PPE among sanitation workers</title>
<p>Almost all the respondents, 99.5&#x0025; (415/417) were aware of at least one PPE needed for working in the fecal sludge establishment and 97.6&#x0025; (405/417) knew that PPE can reduce the risk of exposure to biohazards. The majority of respondents, 95.7&#x0025; (397/415) mentioned durable gloves as the most commonly known PPE in the fecal sludge establishment. Nearly half of the respondents, 44.4&#x0025; (185/417) received PPE use related instructions before and/or during the assigned work, while 56.9&#x0025; (236/417) had undertaken some PPE-related training. The majority of respondents, 73.65&#x0025; (307/417) mentioned that it was mandatory to use PPE at their work places, and 54.4&#x0025; (227/417) affirmed that some regulations or policies supported PPE use at their workplace (<xref ref-type="table" rid="T2">Table&#x00A0;2</xref>).</p>
<table-wrap id="T2" position="float"><label>Table 2</label>
<caption><p>Awareness of PPE.</p></caption>
<table frame="hsides" rules="groups">
<colgroup>
<col align="left"/>
<col align="left"/>
<col align="center"/>
<col align="center"/>
</colgroup>
<thead>
<tr>
<th valign="top" align="left">Variable</th>
<th valign="top" align="center">Attribute</th>
<th valign="top" align="center">Frequency (<italic>n</italic>&#x2009;&#x003D;&#x2009;417)</th>
<th valign="top" align="center">Percentage (&#x0025;)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Aware of any PPE needed for working in the fecal sludge establishment</td>
<td valign="top" align="left">Yes</td>
<td valign="top" align="left">415</td>
<td valign="top" align="center">99.5</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">No</td>
<td valign="top" align="left">2</td>
<td valign="top" align="center">0.5</td>
</tr>
<tr>
<td valign="top" align="left">PPE known (<italic>n</italic>&#x2009;&#x003D;&#x2009;415)<xref ref-type="table-fn" rid="table-fn1"><sup>a</sup></xref></td>
<td valign="top" align="left">Durable gloves</td>
<td valign="top" align="left">397</td>
<td valign="top" align="center">95.7</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Safety glasses</td>
<td valign="top" align="left">66</td>
<td valign="top" align="center">15.9</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">N95 Mask</td>
<td valign="top" align="left">83</td>
<td valign="top" align="center">20.0</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Respirators</td>
<td valign="top" align="left">59</td>
<td valign="top" align="center">14.2</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Ear muffs/plugs</td>
<td valign="top" align="left">5</td>
<td valign="top" align="center">1.2</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Face mask</td>
<td valign="top" align="left">190</td>
<td valign="top" align="center">45.8</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Water proof boots</td>
<td valign="top" align="left">377</td>
<td valign="top" align="center">90.8</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Helmet</td>
<td valign="top" align="left">245</td>
<td valign="top" align="center">59.0</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Overalls</td>
<td valign="top" align="left">368</td>
<td valign="top" align="center">88.7</td>
</tr>
<tr>
<td valign="top" align="left">Had received PPE-use-related instructions before and/or during the assigned work</td>
<td valign="top" align="left">Yes</td>
<td valign="top" align="left">185</td>
<td valign="top" align="center">44.4</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">No</td>
<td valign="top" align="left">232</td>
<td valign="top" align="center">55.6</td>
</tr>
<tr>
<td valign="top" align="left">Source of PPE related information (<italic>n</italic>&#x2009;&#x003D;&#x2009;185)</td>
<td valign="top" align="left">Co-workers</td>
<td valign="top" align="left">10</td>
<td valign="top" align="center">5.4</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Institutions (District LG/Health facilities/NGOs)</td>
<td valign="top" align="left">21</td>
<td valign="top" align="center">11.4</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Self-initiative</td>
<td valign="top" align="left">5</td>
<td valign="top" align="center">2.7</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Workplace management</td>
<td valign="top" align="left">149</td>
<td valign="top" align="center">80.5</td>
</tr>
<tr>
<td valign="top" align="left">Had undertaken any PPE-related training</td>
<td valign="top" align="left">Yes</td>
<td valign="top" align="left">236</td>
<td valign="top" align="center">56.9</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">No</td>
<td valign="top" align="left">181</td>
<td valign="top" align="center">43.1</td>
</tr>
<tr>
<td valign="top" align="left">PPE reduced the risk of exposure to biohazards</td>
<td valign="top" align="left">Yes</td>
<td valign="top" align="left">405</td>
<td valign="top" align="center">97.6</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">No</td>
<td valign="top" align="left">12</td>
<td valign="top" align="center">2.4</td>
</tr>
<tr>
<td valign="top" align="left">Presence of any regulations or policies that support PPE use at work place</td>
<td valign="top" align="left">No</td>
<td valign="top" align="left">190</td>
<td valign="top" align="center">45.6</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Yes</td>
<td valign="top" align="left">227</td>
<td valign="top" align="center">54.4</td>
</tr>
<tr>
<td valign="top" align="left">Mandatory to use PPE at work place</td>
<td valign="top" align="left">No</td>
<td valign="top" align="left">110</td>
<td valign="top" align="center">26.4</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Yes</td>
<td valign="top" align="left">307</td>
<td valign="top" align="center">73.6</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="table-fn1"><label><sup>a</sup></label>
<p>Multiple choice question.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3c"><label>3.3</label><title>Availability of PPE among sanitation workers</title>
<p>Most respondents, 83.2&#x0025; (347/417) reported that the PPE was available at their workplaces. These included durable gloves 90.8&#x0025; (315/347), water proof boots 85.9&#x0025; (298/347), and overalls 82.4&#x0025; (286/347). The majority of respondents, 61.3&#x0025; (213/347) mentioned that they bought the PPE themselves, while the others mentioned that PPE was provided by the fecal management plant/employer.</p>
</sec>
<sec id="s3d"><label>3.4</label><title>Utilization of PPE among sanitation workers</title>
<p>Most respondents, 92.6&#x0025; (386/417) reported having ever worn PPE while working. The reported prevalence of consistent PPE use in the previous 30 days was 60.7&#x0025; (253/417), while 89.2&#x0025; (372/417) utilized PPE at least once in the previous 30 days. The respondents who utilized PPE at least once a month wore PPE because it offered protection from occupational hazards (93.3&#x0025;, 348/372), and the most preferred PPE to wear in the previous 30 days was waterproof durable gloves, 82.5&#x0025; (308.372). However, for the respondents that were not using PPE, 61.3&#x0025; (19/31) mainly highlighted that the PPE was not provided to them, and 54.8&#x0025; (17/31) said that PPE was hard to get and expensive (<xref ref-type="table" rid="T3">Table&#x00A0;3</xref>).</p>
<table-wrap id="T3" position="float"><label>Table 3</label>
<caption><p>Utilization of PPE.</p></caption>
<table frame="hsides" rules="groups">
<colgroup>
<col align="left"/>
<col align="left"/>
<col align="center"/>
<col align="center"/>
</colgroup>
<thead>
<tr>
<th valign="top" align="left">Variable</th>
<th valign="top" align="center">Attribute</th>
<th valign="top" align="center">Frequency (<italic>n</italic>&#x2009;&#x003D;&#x2009;417)</th>
<th valign="top" align="center">Percentage (&#x0025;)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Ever worn PPE when working</td>
<td valign="top" align="left">Yes</td>
<td valign="top" align="left">386</td>
<td valign="top" align="center">92.6</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">No</td>
<td valign="top" align="left">31</td>
<td valign="top" align="center">7.4</td>
</tr>
<tr>
<td valign="top" align="left">Consistent utilization of PPE in the previous 30 days</td>
<td valign="top" align="left">No</td>
<td valign="top" align="left">164</td>
<td valign="top" align="center">39.3</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Yes</td>
<td valign="top" align="left">253</td>
<td valign="top" align="center">60.7</td>
</tr>
<tr>
<td valign="top" align="left">Utilized PPE at least once in the previous 30 days</td>
<td valign="top" align="left">Yes</td>
<td valign="top" align="left">372</td>
<td valign="top" align="center">89.2</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">No</td>
<td valign="top" align="left">45</td>
<td valign="top" align="center">10.8</td>
</tr>
<tr>
<td valign="top" align="left">Reasons for PPE use in the last 30 (<italic>n</italic>&#x2009;&#x003D;&#x2009;372) days &#x002A;</td>
<td valign="top" align="left">Directive from the employer</td>
<td valign="top" align="left">132</td>
<td valign="top" align="center">35.5</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Protection from occupational hazards</td>
<td valign="top" align="left">348</td>
<td valign="top" align="center">93.6</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Directive from a trainer</td>
<td valign="top" align="left">40</td>
<td valign="top" align="center">10.8</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Advice from family/friends/co-worker</td>
<td valign="top" align="left">46</td>
<td valign="top" align="center">12.4</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Following occupational health and safety guidelines</td>
<td valign="top" align="left">55</td>
<td valign="top" align="center">14.8</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Felt comfortable</td>
<td valign="top" align="left">38</td>
<td valign="top" align="center">10.2</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">PPE was available</td>
<td valign="top" align="left">50</td>
<td valign="top" align="center">13.4</td>
</tr>
<tr>
<td valign="top" align="left">Preferred PPE to wear in the previous 30 days (<italic>n</italic>&#x2009;&#x003D;&#x2009;372) &#x002A;</td>
<td valign="top" align="left">Waterproof durable gloves</td>
<td valign="top" align="left">308</td>
<td valign="top" align="center">82.5</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Safety glasses</td>
<td valign="top" align="left">36</td>
<td valign="top" align="center">9.7</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Facemasks/respirators</td>
<td valign="top" align="left">132</td>
<td valign="top" align="center">35.5</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Safety helmet</td>
<td valign="top" align="left">103</td>
<td valign="top" align="center">27.7</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Waterproof boots/foot wear</td>
<td valign="top" align="left">270</td>
<td valign="top" align="center">72.6</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Liquid repellent overalls</td>
<td valign="top" align="left">55</td>
<td valign="top" align="center">14.8</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Cloth overalls</td>
<td valign="top" align="left">268</td>
<td valign="top" align="center">72.0</td>
</tr>
<tr>
<td valign="top" align="left">Reasons for the preferred PPE &#x002A;</td>
<td valign="top" align="left">Cheap</td>
<td valign="top" align="left">14</td>
<td valign="top" align="center">3.8</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Accessible</td>
<td valign="top" align="left">88</td>
<td valign="top" align="center">23.7</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Comfortable</td>
<td valign="top" align="left">122</td>
<td valign="top" align="center">32.8</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Easy to wear and easy to remove</td>
<td valign="top" align="left">101</td>
<td valign="top" align="center">27.2</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Increases work efficiency</td>
<td valign="top" align="left">196</td>
<td valign="top" align="center">52.7</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Health and safety</td>
<td valign="top" align="left">74</td>
<td valign="top" align="center">20.0</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Work regulations</td>
<td valign="top" align="left">8</td>
<td valign="top" align="center">2.2</td>
</tr>
<tr>
<td valign="top" align="left">PPE often used&#x002A;</td>
<td valign="top" align="left">Waterproof durable gloves</td>
<td valign="top" align="left">315</td>
<td valign="top" align="center">84.7</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Safety glasses</td>
<td valign="top" align="left">23</td>
<td valign="top" align="center">6.2</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">N95 Facemasks/respirators</td>
<td valign="top" align="left">84</td>
<td valign="top" align="center">22.6</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Safety helmet</td>
<td valign="top" align="left">77</td>
<td valign="top" align="center">20.7</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Waterproof boots/footwear</td>
<td valign="top" align="left">295</td>
<td valign="top" align="center">79.3</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Liquid repellent overalls</td>
<td valign="top" align="left">35</td>
<td valign="top" align="center">9.4</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Cloth overalls</td>
<td valign="top" align="left">301</td>
<td valign="top" align="center">80.9</td>
</tr>
<tr>
<td valign="top" align="left">PPE handling after use&#x002A;</td>
<td valign="top" align="left">Disinfection</td>
<td valign="top" align="left">87</td>
<td valign="top" align="center">23.4</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Washing with water and soap</td>
<td valign="top" align="left">307</td>
<td valign="top" align="center">82.5</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Washing without water and soap</td>
<td valign="top" align="left">55</td>
<td valign="top" align="center">14.8</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Disposed of</td>
<td valign="top" align="left">31</td>
<td valign="top" align="center">8.3</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Burning</td>
<td valign="top" align="left">4</td>
<td valign="top" align="center">1.1</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Keeping for further use</td>
<td valign="top" align="left">111</td>
<td valign="top" align="center">29.8</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Not washed 4</td>
<td valign="top" align="left">29</td>
<td valign="top" align="center">7.8</td>
</tr>
<tr>
<td valign="top" align="left">Reasons for nonuse of PPE (<italic>n</italic>&#x2009;&#x003D;&#x2009;31) &#x002A;</td>
<td valign="top" align="left">Uncomfortable</td>
<td valign="top" align="left">4</td>
<td valign="top" align="center">12.9</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">It made them sick/increased exposure</td>
<td valign="top" align="left">12</td>
<td valign="top" align="center">38.7</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Useless and reduced their work efficiency</td>
<td valign="top" align="left">5</td>
<td valign="top" align="center">16.1</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Getting PPE is hard and expensive</td>
<td valign="top" align="left">17</td>
<td valign="top" align="center">54.8</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Not provided</td>
<td valign="top" align="left">19</td>
<td valign="top" align="center">61.3</td>
</tr>
<tr>
<td valign="top" align="left">Reasons for nonuse of PPE atleast once in the previous 30 days &#x002A; (<italic>n</italic>&#x2009;&#x003D;&#x2009;45)</td>
<td valign="top" align="left">Uncomfortable</td>
<td valign="top" align="left">10</td>
<td valign="top" align="center">22.2</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Getting PPE is hard and expensive</td>
<td valign="top" align="left">17</td>
<td valign="top" align="center">37.8</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Inconveniencing</td>
<td valign="top" align="left">10</td>
<td valign="top" align="center">22.2</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Not provided</td>
<td valign="top" align="left">24</td>
<td valign="top" align="center">53.3</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Lacked money for buying</td>
<td valign="top" align="left">14</td>
<td valign="top" align="center">31.1</td>
</tr>
<tr>
<td valign="top" align="left">Face any limitations to PPE use (<italic>n</italic>&#x2009;&#x003D;&#x2009;370)</td>
<td valign="top" align="left">Yes</td>
<td valign="top" align="left">178</td>
<td valign="top" align="center">48.1</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">No</td>
<td valign="top" align="left">192</td>
<td valign="top" align="center">51.9</td>
</tr>
<tr>
<td valign="top" align="left">Limitations faced towards PPE use&#x002A;</td>
<td valign="top" align="left">Can&#x0027;t afford it</td>
<td valign="top" align="left">48</td>
<td valign="top" align="center">27.0</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Beliefs at my work place</td>
<td valign="top" align="left">2</td>
<td valign="top" align="center">1.1</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Discomfort</td>
<td valign="top" align="left">115</td>
<td valign="top" align="center">64.6</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Inconvenience</td>
<td valign="top" align="left">68</td>
<td valign="top" align="center">38.2</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Carelessness</td>
<td valign="top" align="left">10</td>
<td valign="top" align="center">5.6</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top" align="left">Forgetfulness</td>
<td valign="top" align="left">26</td>
<td valign="top" align="center">14.6</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>&#x002A; means multiple choice questions.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>Additionally, <xref ref-type="table" rid="T4">Table&#x00A0;4</xref> presents the distribution of consistent personal protective equipment (PPE) use among sanitation workers by job role. Workers involved in transportation of fecal waste reported the highest proportion of consistent PPE use (63.4&#x0025;, <italic>n</italic>&#x2009;&#x003D;&#x2009;118), followed by those in treatment roles (60.0&#x0025;, <italic>n</italic>&#x2009;&#x003D;&#x2009;54). Conversely, workers involved in disposal activities reported the lowest level of consistent PPE use (47.4&#x0025;, <italic>n</italic>&#x2009;&#x003D;&#x2009;64).</p>
<table-wrap id="T4" position="float"><label>Table 4</label>
<caption><p>PPE utilization by job.</p></caption>
<table frame="hsides" rules="groups">
<colgroup>
<col align="left"/>
<col align="center"/>
</colgroup>
<thead>
<tr>
<th valign="top" align="left">Job Role</th>
<th valign="top" align="center">Consistent PPE Use <italic>n</italic> (&#x0025;)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Collection</td>
<td valign="top" align="center">123 (58.3)</td>
</tr>
<tr>
<td valign="top" align="left">Emptying</td>
<td valign="top" align="center">141 (54.7)</td>
</tr>
<tr>
<td valign="top" align="left">Transportation</td>
<td valign="top" align="center">118 (63.4)</td>
</tr>
<tr>
<td valign="top" align="left">Treatment</td>
<td valign="top" align="center">54 (60.0)</td>
</tr>
<tr>
<td valign="top" align="left">Disposal</td>
<td valign="top" align="center">64 (47.4)</td>
</tr>
<tr>
<td valign="top" align="left">Overall Consistent PPE Use</td>
<td valign="top" align="center">253 (60.7)</td>
</tr>
</tbody>
</table>
</table-wrap>
<sec id="s3d1"><label>3.4.1</label><title>Factors associated with consistent use of PPE among sanitation workers</title>
<p>At multivariable analysis, respondents who experienced work-related illness in the previous six months were less likely to use PPE compared to their counterparts (AOR&#x2009;&#x003D;&#x2009;<sans-serif>0</sans-serif>.39, 95&#x0025; CI: 0.23&#x2013;0.66). The odds of PPE use among respondents who reported the presence of occupational health and safety officer or personnel at the fecal waste management plant were 2.32 times higher than those of their counterparts (AOR&#x2009;&#x003D;&#x2009;<sans-serif>2</sans-serif>.32, 95&#x0025; CI: 1.34&#x2013;4.02). The odds of PPE use among respondents who mentioned that some regulations or policies support PPE use at the workplace were 2.85 times that of their counterparts (AOR&#x2009;&#x003D;&#x2009;<sans-serif>2</sans-serif>.85, 95&#x0025; CI:1.50&#x2013;5.39). The odds of PPE use among respondents who reported that it was mandatory to use PPE at their workplace were 2.22 times more than their counterparts (AOR&#x2009;&#x003D;&#x2009;<sans-serif>2</sans-serif>.22, 95&#x0025; CI: 1.17&#x2013;5.38) (<xref ref-type="table" rid="T5">Table&#x00A0;5</xref>).</p>
<table-wrap id="T5" position="float"><label>Table 5</label>
<caption><p>Factors associated with utilization of personal protective equipment among sanitation workers in fecal waste management plants.</p></caption>
<table frame="hsides" rules="groups">
<colgroup>
<col align="left"/>
<col align="left"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
</colgroup>
<thead>
<tr>
<th valign="top" align="left" rowspan="2">Variable</th>
<th valign="top" align="center" rowspan="2">Attribute</th>
<th valign="top" align="center" colspan="2">PPE Utilization</th>
<th valign="top" align="center" rowspan="2">Unadjusted OR (95&#x0025; CI)</th>
<th valign="top" align="center" rowspan="2"><italic>P</italic>-value</th>
<th valign="top" align="center" rowspan="2">Adjusted OR (95&#x0025; CI)</th>
<th valign="top" align="center" rowspan="2"><italic>P</italic>-value</th>
</tr>
<tr>
<th valign="top" align="center">No (<italic>n</italic>&#x2009;&#x003D;&#x2009;164)</th>
<th valign="top" align="center">Yes (<italic>n</italic>&#x2009;&#x003D;&#x2009;253)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" rowspan="2">Sex</td>
<td valign="top" align="left">Female</td>
<td valign="top" align="center">10 (47.6)</td>
<td valign="top" align="center">11 (52.4)</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Male</td>
<td valign="top" align="center">154 (38.9)</td>
<td valign="top" align="center">242 (61.1)</td>
<td valign="top" align="center">1.14 (0.87&#x2013;1.25)</td>
<td valign="top" align="center">0.427</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left" rowspan="3">Age (years)</td>
<td valign="top" align="left">&#x2264;30</td>
<td valign="top" align="center">80 (41.2)</td>
<td valign="top" align="center">114 (58.7)</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">31- 45</td>
<td valign="top" align="center">69 (40.8)</td>
<td valign="top" align="center">100 (59.17)</td>
<td valign="top" align="center">1.02 (0.67&#x2013;1.55)</td>
<td valign="top" align="center">0.937</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x003E;45</td>
<td valign="top" align="center">15 (27.8)</td>
<td valign="top" align="center">39 (72.2)</td>
<td valign="top" align="center">1.82 (0.94&#x2013;3.53)</td>
<td valign="top" align="center">0.074</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left" rowspan="4">Religion</td>
<td valign="top" align="left">Anglican</td>
<td valign="top" align="center">42 (34.7)</td>
<td valign="top" align="center">79 (65.3)</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Pentecostal/Born again</td>
<td valign="top" align="center">23 (45.1)</td>
<td valign="top" align="center">28 (54.9)</td>
<td valign="top" align="center">0.65 (0.33&#x2013;1.26)</td>
<td valign="top" align="center">0.201</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Roman catholic</td>
<td valign="top" align="center">67 (43.5)</td>
<td valign="top" align="center">87 (56.5)</td>
<td valign="top" align="center">0.69 (0.42&#x2013;1.13)</td>
<td valign="top" align="center">0.139</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Muslim</td>
<td valign="top" align="center">32 (35.2)</td>
<td valign="top" align="center">59 (64.8)</td>
<td valign="top" align="center">0.98 (0.55&#x2013;1.73)</td>
<td valign="top" align="center">0.945</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left" rowspan="3">Current marital status</td>
<td valign="top" align="left">Cohabiting/Married</td>
<td valign="top" align="center">112 (37.3)</td>
<td valign="top" align="center">188 (62.7)</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center"/>
<td valign="top" align="center">1</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Separated/Divorced/Widowed</td>
<td valign="top" align="center">15 (60.0)</td>
<td valign="top" align="center">10 (40.0)</td>
<td valign="top" align="center">0.40 (0.17&#x2013;0.91)</td>
<td valign="top" align="center"><bold>0</bold>.<bold>030</bold></td>
<td valign="top" align="center">0.64 (0.23&#x2013;1.75)</td>
<td valign="top" align="center">0.388</td>
</tr>
<tr>
<td valign="top" align="left">Single</td>
<td valign="top" align="center">37 (40.2)</td>
<td valign="top" align="center">55 (59.8)</td>
<td valign="top" align="center">0.89 (0.55&#x2013;1.43)</td>
<td valign="top" align="center">0.618</td>
<td valign="top" align="center">0.64 (0.36&#x2013;1.14)</td>
<td valign="top" align="center">0.132</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="2">Had dependents</td>
<td valign="top" align="left">No</td>
<td valign="top" align="center">17 (45.9)</td>
<td valign="top" align="center">20 (54.1)</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Yes</td>
<td valign="top" align="center">147 (38.7)</td>
<td valign="top" align="center">233 (61.3)</td>
<td valign="top" align="center">1.34 (0.68&#x2013;2.66)</td>
<td valign="top" align="center">0.389</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left" rowspan="4">Highest education level</td>
<td valign="top" align="left">No formal education</td>
<td valign="top" align="center">4 (50.0)</td>
<td valign="top" align="center">4 (50.0)</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Primary level</td>
<td valign="top" align="center">65 (47.1)</td>
<td valign="top" align="center">73 (52.9)</td>
<td valign="top" align="center">1.12 (0.27&#x2013;4.67)</td>
<td valign="top" align="center">0.873</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Secondary level</td>
<td valign="top" align="center">68 (36.4)</td>
<td valign="top" align="center">119 (63.6)</td>
<td valign="top" align="center">1.75 (0.42&#x2013;7.22)</td>
<td valign="top" align="center">0.439</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Tertiary</td>
<td valign="top" align="center">27 (32.1)</td>
<td valign="top" align="center">57 (67.9)</td>
<td valign="top" align="center">2.11 (0.49&#x2013;9.09)</td>
<td valign="top" align="center">0.316</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left" rowspan="2">Work shift</td>
<td valign="top" align="left">Both</td>
<td valign="top" align="center">53 (49.5)</td>
<td valign="top" align="center">54 (50.5)</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center"/>
<td valign="top" align="center">1</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Day/night</td>
<td valign="top" align="center">111 (35.8)</td>
<td valign="top" align="center">199 (64.2)</td>
<td valign="top" align="center">1.76 (1.13&#x2013;2.74)</td>
<td valign="top" align="center"><bold>0</bold>.<bold>013</bold></td>
<td valign="top" align="center">1.25 (0.71&#x2013;2.21)</td>
<td valign="top" align="center">0.441</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="2">Work duration (hours)</td>
<td valign="top" align="left">&#x2264;8</td>
<td valign="top" align="center">99 (43.6)</td>
<td valign="top" align="center">128 (56.4)</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x003E;8</td>
<td valign="top" align="center">65 (34.2)</td>
<td valign="top" align="center">125 (65.8)</td>
<td valign="top" align="center">1.49 (0.99&#x2013;2.22)</td>
<td valign="top" align="center"><bold>0</bold>.<bold>051</bold></td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left" rowspan="2">Period working at fecal waste treatment plant (years)</td>
<td valign="top" align="left">&#x2264;5</td>
<td valign="top" align="center">113 (39.8)</td>
<td valign="top" align="center">171 (60.2)</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x003E;5</td>
<td valign="top" align="center">51 (38.4)</td>
<td valign="top" align="center">82 (61.7)</td>
<td valign="top" align="center">1.06 (0.69&#x2013;1.62)</td>
<td valign="top" align="center">0.779</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left" rowspan="2">Had another occupation</td>
<td valign="top" align="left">No</td>
<td valign="top" align="center">82 (37.9)</td>
<td valign="top" align="center">134 (62.1)</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Yes</td>
<td valign="top" align="center">82 (40.8)</td>
<td valign="top" align="center">119 (59.2)</td>
<td valign="top" align="center">0.89 (0.59&#x2013;1.32)</td>
<td valign="top" align="center">0.554</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left" rowspan="3">Average monthly income (US dollars)</td>
<td valign="top" align="left">Less than 132</td>
<td valign="top" align="center">117 (43.2)</td>
<td valign="top" align="center">154 (56.8)</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center"/>
<td valign="top" align="center">1</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">132&#x2013;264</td>
<td valign="top" align="center">38 (31.9)</td>
<td valign="top" align="center">81 (68.1)</td>
<td valign="top" align="center">1.62 (1.03&#x2013;2.55)</td>
<td valign="top" align="center"><bold>0</bold>.<bold>037</bold></td>
<td valign="top" align="center">0.92 (0.52&#x2013;1.620)</td>
<td valign="top" align="center">0.770</td>
</tr>
<tr>
<td valign="top" align="left">Above 132</td>
<td valign="top" align="center">9 (33.3)</td>
<td valign="top" align="center">18 (66.7)</td>
<td valign="top" align="center">1.52 (0.66&#x2013;3.50)</td>
<td valign="top" align="center"><bold>0</bold>.<bold>326</bold></td>
<td valign="top" align="center">1.26 (0.46&#x2013;3.47)</td>
<td valign="top" align="center"><bold>0</bold>.<bold>657</bold></td>
</tr>
<tr>
<td valign="top" align="left" rowspan="2">Heard about any occupational biohazards</td>
<td valign="top" align="left">No</td>
<td valign="top" align="center">24 (54.6)</td>
<td valign="top" align="center">20 (45.4)</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center"/>
<td valign="top" align="center">1</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Yes</td>
<td valign="top" align="center">140 (37.5)</td>
<td valign="top" align="center">233 (62.5)</td>
<td valign="top" align="center">1.99 (1.06&#x2013;3.75)</td>
<td valign="top" align="center">0.031</td>
<td valign="top" align="center">1.36 (0.18&#x2013;10.02)</td>
<td valign="top" align="center">0.765</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="2">Aware of any occupational biohazards</td>
<td valign="top" align="left">No</td>
<td valign="top" align="center">27 (54.0)</td>
<td valign="top" align="center">23 (46.0)</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center"/>
<td valign="top" align="center">1</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Yes</td>
<td valign="top" align="center">137 (37.3)</td>
<td valign="top" align="center">230 (62.7)</td>
<td valign="top" align="center">1.97 (1.09&#x2013;3.57)</td>
<td valign="top" align="center">0.025</td>
<td valign="top" align="center">1.45 (0.21&#x2013;9.98)</td>
<td valign="top" align="center">0.706</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="2">Thought at risk of being affected by occupational biohazards</td>
<td valign="top" align="left">No</td>
<td valign="top" align="center">28 (47.5)</td>
<td valign="top" align="center">31 (52.5)</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Yes</td>
<td valign="top" align="center">136 (37.9)</td>
<td valign="top" align="center">222 (62.1)</td>
<td valign="top" align="center">1.47 (0.85&#x2013;2.57)</td>
<td valign="top" align="center">0.169</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left" rowspan="2">Experienced any work-related illness in the last 6 months</td>
<td valign="top" align="left">No</td>
<td valign="top" align="center">90 (34.6)</td>
<td valign="top" align="center">170 (65.4)</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center"/>
<td valign="top" align="center">1</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Yes</td>
<td valign="top" align="center">74 (47.1)</td>
<td valign="top" align="center">83 (52.9)</td>
<td valign="top" align="center">0.59 (0.39&#x2013;0.88)</td>
<td valign="top" align="center">0.012</td>
<td valign="top" align="center">0.39 (0.23&#x2013;0.66)</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="2">Knew about any occupational health and safety guidelines relating to sanitation work</td>
<td valign="top" align="left">No</td>
<td valign="top" align="center">73 (60.8)</td>
<td valign="top" align="center">47 (39.2)</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center"/>
<td valign="top" align="center">1</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Yes</td>
<td valign="top" align="center">91 (30.6)</td>
<td valign="top" align="center">206 (69.4)</td>
<td valign="top" align="center">3.52 (2.26&#x2013;5.47)</td>
<td valign="top" align="center"><bold>&#x003C;0</bold>.<bold>001</bold></td>
<td valign="top" align="center">1.40 (0.76&#x2013;2.56)</td>
<td valign="top" align="center">0.279</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="2">Knew that there were occupational health and safety guidelines at the plant that were used.</td>
<td valign="top" align="left">No</td>
<td valign="top" align="center">116 (52.7)</td>
<td valign="top" align="center">104 (47.3)</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center"/>
<td valign="top" align="center">1</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Yes</td>
<td valign="top" align="center">48 (24.4)</td>
<td valign="top" align="center">149 (75.6)</td>
<td valign="top" align="center">3.46 (2.28&#x2013;5.26)</td>
<td valign="top" align="center">&#x003C;0.001</td>
<td valign="top" align="center">0.97 (0.55&#x2013;1.71)</td>
<td valign="top" align="center">0.911</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="2">Important to observe occupational health and safety at the work place</td>
<td valign="top" align="left">No</td>
<td valign="top" align="center">6 (75.0)</td>
<td valign="top" align="center">2 (25.0)</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center"/>
<td valign="top" align="center">1</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Yes</td>
<td valign="top" align="center">158 (38.6)</td>
<td valign="top" align="center">251 (61.4)</td>
<td valign="top" align="center">4.77 (0.95&#x2013;23.91)</td>
<td valign="top" align="center">0.058</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left" rowspan="2">Presence of occupational health and safety officer or personnel at the fecal waste management plant</td>
<td valign="top" align="left">No</td>
<td valign="top" align="center">118 (59.9)</td>
<td valign="top" align="center">79 (40.1)</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center"/>
<td valign="top" align="center">1</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Yes</td>
<td valign="top" align="center">46 (20.9)</td>
<td valign="top" align="center">174 (79.1)</td>
<td valign="top" align="center">5.65 (3.67&#x2013;8.70)</td>
<td valign="top" align="center"><bold>&#x003C;0</bold>.<bold>001</bold></td>
<td valign="top" align="center">2.32 (1.34&#x2013;4.02)</td>
<td valign="top" align="center"><bold>0</bold>.<bold>003</bold></td>
</tr>
<tr>
<td valign="top" align="left" rowspan="2">Knew any PPE needed for working in the fecal sludge establishment</td>
<td valign="top" align="left">No</td>
<td valign="top" align="center">1 (50.0)</td>
<td valign="top" align="center">1 (50.0)</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Yes</td>
<td valign="top" align="center">163 (39.3)</td>
<td valign="top" align="center">252 (60.7)</td>
<td valign="top" align="center">1.55 (0.09&#x2013;24.89)</td>
<td valign="top" align="center">0.759</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left" rowspan="2">Received PPE-use-related instructions before and/or during your assigned work</td>
<td valign="top" align="left">No</td>
<td valign="top" align="center">119 (51.3)</td>
<td valign="top" align="center">113 (48.7)</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center"/>
<td valign="top" align="center">1</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Yes</td>
<td valign="top" align="center">45 (24.3)</td>
<td valign="top" align="center">140 (75.7)</td>
<td valign="top" align="center">3.27 (2.15&#x2013;5.00)</td>
<td valign="top" align="center"><bold>&#x003C;0</bold>.<bold>001</bold></td>
<td valign="top" align="center">1.36 (0.79&#x2013;2.36)</td>
<td valign="top" align="center">0.271</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="2">Undertaken any PPE-related training</td>
<td valign="top" align="left">No</td>
<td valign="top" align="center">103 (56.9)</td>
<td valign="top" align="center">78 (43.1)</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center"/>
<td valign="top" align="center">1</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Yes</td>
<td valign="top" align="center">61 (25.9)</td>
<td valign="top" align="center">175 (74.1)</td>
<td valign="top" align="center">3.79 (2.50&#x2013;5.70)</td>
<td valign="top" align="center"><bold>&#x003C;0</bold>.<bold>001</bold></td>
<td valign="top" align="center">1.25 (0.72&#x2013;2.15)</td>
<td valign="top" align="center">0.428</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="2">PPE can reduce the risk of exposure to biohazards</td>
<td valign="top" align="left">No</td>
<td valign="top" align="center">8 (80.0)</td>
<td valign="top" align="center">2 (20.0)</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Yes</td>
<td valign="top" align="center">155 (38.3)</td>
<td valign="top" align="center">250 (61.7)</td>
<td valign="top" align="center">6.45 (1.35&#x2013;30.76)</td>
<td valign="top" align="center"><bold>0</bold>.<bold>019</bold></td>
<td valign="top" align="center">4.00 (0.63&#x2013;25.23)</td>
<td valign="top" align="center"><bold>0</bold>.<bold>140</bold></td>
</tr>
<tr>
<td valign="top" align="left" rowspan="2">Regulations or policies that support PPE use at the workplace</td>
<td valign="top" align="left">No</td>
<td valign="top" align="center">116 (61.7)</td>
<td valign="top" align="center">72 (38.3)</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center"/>
<td valign="top" align="center">1</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Yes</td>
<td valign="top" align="center">47 (20.7)</td>
<td valign="top" align="center">180 (79.3)</td>
<td valign="top" align="center">6.17 (3.99&#x2013;9.54)</td>
<td valign="top" align="center"><bold>&#x003C;0</bold>.<bold>001</bold></td>
<td valign="top" align="center">2.85 (1.50&#x2013;5.39)</td>
<td valign="top" align="center"><bold>0</bold>.<bold>001</bold></td>
</tr>
<tr>
<td valign="top" align="left" rowspan="2">Mandatory to use PPE at the workplace</td>
<td valign="top" align="left">No</td>
<td valign="top" align="center">78 (72.2)</td>
<td valign="top" align="center">30 (27.8)</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center"/>
<td valign="top" align="center">1</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Yes</td>
<td valign="top" align="center">85 (27.7)</td>
<td valign="top" align="center">222 (72.3)</td>
<td valign="top" align="center">6.79 (4.16&#x2013;11.08)</td>
<td valign="top" align="center"><bold>&#x003C;0</bold>.<bold>001</bold></td>
<td valign="top" align="center">2.22 (1.17&#x2013;5.38)</td>
<td valign="top" align="center"><bold>0</bold>.<bold>015</bold></td>
</tr>
<tr>
<td valign="top" align="left" rowspan="2">PPE available at the workplace</td>
<td valign="top" align="left">No</td>
<td valign="top" align="center">40(57.1)</td>
<td valign="top" align="center">30(42.9)</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center"/>
<td valign="top" align="center">1</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Yes</td>
<td valign="top" align="center">124(35.7)</td>
<td valign="top" align="center">223(64.3)</td>
<td valign="top" align="center">2.40(1.42&#x2013;4.04)</td>
<td valign="top" align="center"><bold>0</bold>.<bold>001</bold></td>
<td valign="top" align="center">0.93(0.45&#x2013;1.93)</td>
<td valign="top" align="center"><bold>0</bold>.<bold>852</bold></td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Bold indicates <italic>P</italic>-value less than 0.05.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
</sec>
<sec id="s4" sec-type="discussion"><label>4</label><title>Discussion</title>
<p>This study assessed the utilization of PPE among sanitation workers in fecal waste management plants in nine regional cities in Uganda. Majority (60.7) of the sanitation workers consistently utilized PPE in the previous 30 days. Consistent PPE utilization was associated with the presence of occupational health and safety officers, regulations that support PPE use, and mandatory PPE use at fecal waste management plants. Additionally, the odds of consistent PPE use were lower among those experienced work-related illness in the previous 6 months compared to those their counterparts. These findings could be used by public health policymakers, administrators of fecal waste management plants, local authorities, sanitation worker associations, and other stakeholders to strengthen policies aimed at improving utilization of PPE among sanitation workers.</p>
<p>According to the study findings, over 60.7&#x0025; of sanitation workers consistently used PPE in the previous 30 days. This level of PPE use is suboptimal as about only 6 in 10 of the sanitation workers consistently used PPE because PPE serves as an important barrier between workers and biohazards. This could even be an over estimate since the results PPE use was determined using self-reports, which are prone to social desirability bias. However, these findings, are similar to those of an Ethiopian study, which found that only 55&#x0025; of sanitation workers reported using PPE while working (<xref ref-type="bibr" rid="B21">21</xref>). Despite the suboptimal use of PPE, more than 83.2&#x0025; of sanitation workers reported having access to PPE at fecal waste management plants. This implied that the mere presence of PPE did not guarantee high levels of PPE utilization. Therefore, continuous training of sanitation workers on occupational health should be conducted routinely to equip them with knowledge of the importance of PPE use. In addition, Fecal waste management plants and other stakeholders should establish interventions aimed at increasing knowledge and awareness among sanitation workers on PPE use which may translate into improved practices.</p>
<p>The study also revealed that individuals who experienced work-related illness had significantly lower odds of (AOR&#x2009;&#x003D;&#x2009;<sans-serif>0</sans-serif>.39) of consistent PPE use compared to those who did not experience work-related illness. This suggests a strong protective effect of PPE in the workplace, indicating that regular use can substantially reduce the risk of health issues. Similar findings have been reported in several studies among sanitation workers and other professions including construction workers, industrial workers, and agricultural workers (<xref ref-type="bibr" rid="B22">22</xref>&#x2013;<xref ref-type="bibr" rid="B24">24</xref>). Additionally, a study conducted by Smith et al. (2021) found that consistent PPE use among healthcare workers reduced the incidence of respiratory infections by 45&#x0025; (<xref ref-type="bibr" rid="B22">22</xref>). This finding underscores the significance of promoting and enforcing the consistent adoption of PPE across various fecal waste management plants to mitigate the risk of health issues arising from exposure to workplace hazards. The study revealed that the odds of consistent PPE use were 2.32 times higher among respondents who reported the presence of occupational health and safety personnel at the fecal waste management plant compared to their counterparts. These occupational health officers are responsible for educating and supervising workers regarding PPE use (<xref ref-type="bibr" rid="B25">25</xref>). These findings are similar to a study conducted in Ethiopia among sanitation workers which revealed presence of and supervision by a safety officer at the plant was attributed to good occupational health practices such as PPE utilization (<xref ref-type="bibr" rid="B21">21</xref>). This underscores the importance of having dedicated safety personnel to oversee and enforce PPE use. Therefore, fecal waste management plants should establish and prioritize supervisory and enforcement structures that favor PPE use. Implementing such structures not only promotes worker safety but also ensures compliance with health regulations. Although this study highlights PPE use among sanitation workers, it does not specifically examine the different risks faced across various job roles. Given the range of tasks involved, from handling fecal sludge to transporting, waste exposures are likely vary. Therefore, further research is needed to understand these role-specific hazards and inform more targeted protective measures.</p>
<p>This study revealed that presence of rules and regulations that support PPE use was significantly associated with PPE use. The findings of this study underscore the critical role of rules and regulations in promoting personal protective equipment (PPE) use among sanitation workers. These findings are similar to those in a study conducted in Kampala that revealed that presence of sustained availability of guidelines and policies was highly attributed to PPE use among workers (<xref ref-type="bibr" rid="B26">26</xref>). However, presence of the guidelines should be coupled with guideline adherence by the workers or enforcement by the management for efficiency (<xref ref-type="bibr" rid="B27">27</xref>). Still in our study, sanitation workers who reported that these guidelines mandatory use of PPE at the workplace had higher odds (AOR: 2.22) of consistent PPE use compared to where guidelines were not mandatory. This implies that when PPE utilization policies are enforced as a workplace requirement, workers were more likely to consistently utilize it (<xref ref-type="bibr" rid="B27">27</xref>). Therefore, there should be development, adoption and enforcement operational guidelines to assess and mitigate the occupational risks of all types of sanitation work, including national and local level standard operating procedures (<xref ref-type="bibr" rid="B28">28</xref>). Additionally, there should be municipal-level oversight and enforcement of laws regarding sanitation workers at fecal waste treatment plants and other private sanitation service providers (<xref ref-type="bibr" rid="B28">28</xref>).</p>
<sec id="s4a"><label>4.1</label><title>Limitations</title>
<p>Our study had several limitations. First, there was potential for recall bias, as participants were required to remember PPE use and occupational events that occurred over the past 30 days. Second, self-reported PPE utilization may have introduced social desirability bias, where participants might have over-reported PPE use to align with perceived expectations. However, we took several measures to minimize bias. These included establishing rapport with participants, conducting interviews in privacy, and assuring confidentiality and emphasizing that the data collected was for research purposes. Additionally, proportionate sampling may have led to overrepresentation of larger fecal waste treatment facilities, which are more likely to have structured occupational safety and health (OSH) programs. This could have biased results toward higher PPE utilization rates. Despite these limitations, the study results give a current assessment of the state of PPE utilization among sanitation workers in Ugandan cities. These findings could be used to inform policy and interventions to improve occupational health among sanitation workers in Uganda and other LMICs.</p>
</sec>
</sec>
<sec id="s5" sec-type="conclusions"><label>5</label><title>Conclusions</title>
<p>This study revealed suboptimal PPE utilization among sanitation workers in fecal-waste management plants in Uganda. Consistent PPE utilization was associated with the presence of occupational health and safety officers, regulations that support PPE use, and mandatory PPE use at the fecal waste management plants. The study findings also showed that those who experienced occupational related illnesses had lower odds of using PPE compared to their counterparts. Therefore, fecal waste management plants should establish and prioritize supervisory and enforcement structures that favor PPE use which in turn reduces exposure to hazards and occupational related illnesses.</p>
</sec>
</body>
<back>
<sec id="s6" sec-type="data-availability"><title>Data availability statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found below: <ext-link ext-link-type="uri" xlink:href="https://figshare.com/s/85a9598fdbc0dce52383">https://figshare.com/s/85a9598fdbc0dce52383</ext-link>.</p>
</sec>
<sec id="s7" sec-type="ethics-statement"><title>Ethics statement</title>
<p>The studies involving humans were approved by Makerere University School of Public Health Research Ethics Committee. The studies were conducted in accordance with the local legislation and institutional requirements. The participants provided their written informed consent to participate in this study.</p>
</sec>
<sec id="s8" sec-type="author-contributions"><title>Author contributions</title>
<p>DB: Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. LRN: Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Resources, Supervision, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. BT: Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Resources, Validation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. JB: Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Supervision, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. LNN: Methodology, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. FN: Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. RN: Software, Supervision, Validation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing, Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources. DM: Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<sec id="s9" sec-type="funding-information"><title>Funding</title>
<p>The author(s) declare that financial support was received for the research and/or publication of this article. This research was funded by Initiative for Sanitation Workers through Water Aid under the Water Aid-Sanitation workers grant &#x2013; 2022.</p>
</sec>
<ack><title>Acknowledgments</title>
<p>We acknowledge the Uganda Ministry of Health, Ministry of Labor, Gender and Social Development, and the National Water and Sewerage Corporation for the support during the study.</p>
</ack>
<sec id="s10" sec-type="COI-statement"><title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s13"><title>Correction Note</title>
<p>This article has been corrected with minor changes. These changes do not impact the scientific content of the article.</p>
</sec>
<sec id="s11" sec-type="ai-statement"><title>Generative AI statement</title>
<p>The author(s) declare that no Generative AI was used in the creation of this manuscript.</p>
</sec>
<sec id="s12" sec-type="disclaimer"><title>Publisher&#x0027;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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