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<journal-id journal-id-type="publisher-id">Front. Public Health</journal-id>
<journal-title>Frontiers in Public Health</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Public Health</abbrev-journal-title>
<issn pub-type="epub">2296-2565</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-meta>
<article-id pub-id-type="doi">10.3389/fpubh.2025.1519209</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Public Health</subject>
<subj-group>
<subject>Systematic Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Prevalence of respiratory symptoms and associated factors among sanitation workers in Sub Saharan Africa: a systematic review and meta-analysis</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Berihun</surname> <given-names>Gete</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
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<name><surname>Desye</surname> <given-names>Belay</given-names></name>
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<contrib contrib-type="author">
<name><surname>Berhanu</surname> <given-names>Leykun</given-names></name>
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<name><surname>Daba</surname> <given-names>Chala</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<contrib contrib-type="author">
<name><surname>Walle</surname> <given-names>Zebader</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
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<contrib contrib-type="author">
<name><surname>Geto</surname> <given-names>Abebe Kassa</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
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<aff id="aff1"><sup>1</sup><institution>Department of Environmental Health, College of Medicine and Health Sciences, Debre Markos University</institution>, <addr-line>Debre Markos</addr-line>, <country>Ethiopia</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Environmental Health, College of Medicine and Health Sciences, Wollo University</institution>, <addr-line>Dessie</addr-line>, <country>Ethiopia</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Social and Public Health, College of Health Sciences, Debre Tabor University</institution>, <addr-line>Debre Tabor</addr-line>, <country>Ethiopia</country></aff>
<aff id="aff4"><sup>4</sup><institution>Department of Public Health, College of Health Sciences, Woldia University</institution>, <addr-line>Woldia</addr-line>, <country>Ethiopia</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0001">
<p>Edited by: Alberto Modenese, University of Modena and Reggio Emilia, Italy</p></fn>
<fn fn-type="edited-by" id="fn0002">
<p>Reviewed by: Yu Sun, South China Agricultural University, China</p>
<p>Said Brika, University of Bisha, Saudi Arabia</p>
<p>Garedew Tadege Engdaw, University of Gondar, Ethiopia</p></fn>
<corresp id="c001">&#x002A;Correspondence: Gete Berihun, <email>geteberihun@gmail.com</email>; <email>gete_berihun@dmu.edu.et</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>04</day>
<month>06</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>13</volume>
<elocation-id>1519209</elocation-id>
<history>
<date date-type="received">
<day>29</day>
<month>10</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>13</day>
<month>03</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2025 Berihun, Desye, Berhanu, Daba, Walle and Geto.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Berihun, Desye, Berhanu, Daba, Walle and Geto</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). 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 id="sec1">
<title>Introduction</title>
<p>Occupational health problems are the major issues of the world, particularly in developing countries. Sanitation workers are facing various health problems with little attention while conducting their day today activities. The review emphasizes the critical need for policies that ensure safety standards, provide proper protective gear, and establish regular health monitoring to protect workers&#x2019; health and wellbeing.</p>
</sec>
<sec id="sec2">
<title>Objective</title>
<p>The aim of the study was to assess the prevalence of respiratory symptoms and associated factors among sanitation workers in Sub-Saharan Africa.</p>
</sec>
<sec id="sec3">
<title>Methods and materials</title>
<p>This systematic review and meta-analysis was done based on the Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA 2020). Literatures were searched using various database like Google scholar, Science-Direct, Pub-Med (Medline), Hinari, and Google. From eligible studies, data was extracted using Microsoft excel and exported to STATA version 14 statistical software for analysis. The prevalence of respiratory symptom was estimated using a random effect model. Publication bias was determined using Egger test and funnel plot whereas heterogeneity was evaluated using I<sup>2</sup>. Fortunately, 13 studies were included with a total participants of 4,401.</p>
</sec>
<sec id="sec4">
<title>Results</title>
<p>The pooled prevalence of respiratory symptoms among sanitation workers was 43.79% (95% CI: 35.26, 52.33; <italic>I</italic><sup>2</sup>&#x202F;=&#x202F;97.3%, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.000). Sanitation workers with a history of respiratory illness were 4.16 times more likely to have had respiratory symptoms compared to those without a history (OR: 4.16, 95% CI: 2.67, 5.66). Additionally, sanitation workers who did not wear nose/mouse masks were 2.36 times more likely to experience respiratory symptoms compared to their counterparts (OR: 2.36, 95% CI: 1.40, 3.32). Moreover, Sanitation workers with working experiences of greater than five were 1.81 times more likely to experience respiratory symptoms than those with less than 5&#x202F;years working experiences (OR: 1.81, 95% CI: 1.26, 2.39).</p>
</sec>
<sec id="sec5">
<title>Conclusion</title>
<p>Generally, half of the sanitation workers experienced respiratory symptoms. The symptoms were associated with history of respiratory illness, utilizing of nose/ mouth face mask and working experience. Hence, awareness creation session should conducted mainly for those with history of respiratory illness and poor personal protective users.</p>
</sec>
</abstract>
<kwd-group>
<kwd>respiratory&#x2013;epidemiology</kwd>
<kwd>systematic review and meta-analysis</kwd>
<kwd>risk factors</kwd>
<kwd>Sub Saharan Africa</kwd>
<kwd>prevalence</kwd>
<kwd>sanitation workers</kwd>
</kwd-group>
<counts>
<fig-count count="10"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="60"/>
<page-count count="16"/>
<word-count count="7749"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Occupational Health and Safety</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec6">
<title>Introduction</title>
<p>Sanitation is the measures taken to maintain health and prevent disease by ensuring clean and hygiene facilities and services which includes cleaning dirty toilets, septic tanks, streets, roads, and beaches (<xref ref-type="bibr" rid="ref1">1</xref>). Currently, sanitation is highly linked with the attractiveness of a city (<xref ref-type="bibr" rid="ref2">2</xref>, <xref ref-type="bibr" rid="ref3">3</xref>). Sanitation workers are at a considerable high risk for respiratory symptoms because of the nature of there working environment. The risk factors for the increment of the problem includes exposure to harmful biological and chemical agents, poor working conditions like insufficient ventilation, inadequate use of personal protective equipment resulting from lack of training, and low levels of health literacy (<xref ref-type="bibr" rid="ref4 ref5 ref6">4&#x2013;6</xref>).</p>
<p>Sanitation workers are exposed to a higher concentration of contaminants like bioaerosols, volatile organic compounds (VOCs), polycyclic aromatic hydrocarbons (PAHs), heavy metals, dioxins, and furans which are known toxicants for human health and environmental pollution. These toxicants may cause injuries, infections, musculoskeletal disorders, gastrointestinal issues, respiratory ailments, skin conditions, irritation of the nose and eyes, fatigue, headaches, allergies, and psychological impairment (<xref ref-type="bibr" rid="ref1 ref2 ref3">1&#x2013;3</xref>, <xref ref-type="bibr" rid="ref7">7</xref>, <xref ref-type="bibr" rid="ref8">8</xref>). The increased vulnerability of sanitation workers are highly exacerbated by poverty, illness, inadequate nutrition, substandard housing, child labor, migration, substance abuse, discrimination, social stigma, and, inadequate occupational health and safety measures societal neglect (<xref ref-type="bibr" rid="ref6">6</xref>, <xref ref-type="bibr" rid="ref9">9</xref>).</p>
<p>The exact figure of sanitation workforce is unclear, however they are often the most overlooked and undervalued members of society (<xref ref-type="bibr" rid="ref10">10</xref>). Globally, an estimated 56 million people, including 15 million in developing countries, works in unsanitary conditions while performing their routine activities (<xref ref-type="bibr" rid="ref11">11</xref>). Sanitation workers faced various issues like unstable jobs with low wages, lack of robust legal protections, standard operating procedures, and policies to safeguard their rights (<xref ref-type="bibr" rid="ref1">1</xref>). The International Labor Organization (ILO) estimates that over 125 million workers experience occupational accidents and 2.2 million deaths recorded each year (<xref ref-type="bibr" rid="ref12">12</xref>). The European Union revealed that the economic cost of all work-related health issues amounts to between 2.6 and 3.8% of GDP (<xref ref-type="bibr" rid="ref13">13</xref>).</p>
<p>Globally, 3.3 billion people rely on on-site sanitation systems which collects fecal sludge that need regular maintenance in its journey. Despite sanitation workers have a remarkable role in achieving Sustainable Development Goal (SDG) 6.2, they remain one of the most vulnerable groups, often lacking protective equipment, job security, and adequate access to preventive and remedial healthcare or social protections (<xref ref-type="bibr" rid="ref9">9</xref>, <xref ref-type="bibr" rid="ref14">14</xref>).</p>
<p>Globally, the burden of respiratory problem accounts one-tenth of the non-communicable diseases with three-quarters of related deaths occurring in developing countries, mainly in Africa (<xref ref-type="bibr" rid="ref15">15</xref>). The vulnerability of sanitation workers has been a longstanding global issue, particularly affecting those in low- and middle-income countries. These workers, who frequently operate within the informal economy, encounter not only occupational and environmental health risks but also difficulties in accessing healthcare, legal protections, and financial stability (<xref ref-type="bibr" rid="ref4">4</xref>, <xref ref-type="bibr" rid="ref9">9</xref>, <xref ref-type="bibr" rid="ref16">16</xref>). Globally, respiratory diseases lead to approximately 4 million deaths and around 13,000 fatalities are attributed to work-related lung diseases and cancers, primarily resulting from exposure to chemicals and dust in the workplace each year (<xref ref-type="bibr" rid="ref17">17</xref>). Generally, occupational respiratory diseases represent a major public health issue, constituting one-third of all reported work-related diseases and 10 to 20% of global deaths with sever problem is reported in low- and middle-income countries (LMIC) (<xref ref-type="bibr" rid="ref7">7</xref>). The burden of respiratory symptom affected by various factors including age (<xref ref-type="bibr" rid="ref15">15</xref>), BMI, sleeping condition (<xref ref-type="bibr" rid="ref18">18</xref>), educational status of workers, interaction with pets, ventilation system of the house (<xref ref-type="bibr" rid="ref19">19</xref>), energy utilization status (<xref ref-type="bibr" rid="ref20">20</xref>), smoking habit (<xref ref-type="bibr" rid="ref21">21</xref>), utilization of PPEs (<xref ref-type="bibr" rid="ref20">20</xref>), work experience, working hours per day (<xref ref-type="bibr" rid="ref15">15</xref>), and history of respiratory illness (<xref ref-type="bibr" rid="ref19">19</xref>). Sanitation workers have a low economic and education status which may cause them to give little attention to pay for their health (<xref ref-type="bibr" rid="ref2">2</xref>). A significant obstacle in providing support to sanitation workers is the lack of understanding regarding their profiles, including their specific needs, the challenges they encounter, and the conditions of their work environments (<xref ref-type="bibr" rid="ref22">22</xref>). They have little influence over policy formulation and resource allocation at the national and local levels, which makes it difficult for them to improve their access to occupational safety and health (<xref ref-type="bibr" rid="ref23">23</xref>). Despite there are some primary studies on the prevalence&#x2019;s and associated factors among sanitation workers, there is no review done in SSA. Therefore, this review aimed to assess the prevalence of respiratory symptoms and associated factors among sanitation workers in SSA.</p>
</sec>
<sec sec-type="materials|methods" id="sec7">
<title>Methods and materials</title>
<sec id="sec8">
<title>Study setting</title>
<p>The study was conducted in SSA.</p>
</sec>
<sec id="sec9">
<title>Protocol and registration</title>
<p>The protocol for this systematic review was registered with the International Prospective Register of Systematic Reviews (PROSPERO), managed by the University of York Centre for Reviews and Dissemination. The protocol of the review was registered on December 27, 2023, under the protocol number CRD42023494212.</p>
</sec>
<sec id="sec10">
<title>Information search and search strategies</title>
<p>This review was done following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA-2020) guideline. (S1) A comprehensive search was performed using various databases, including Science-direct, Hinari, Google scholar, Pub-Med (Medline) to identify relevant literatures. Additionally, a Google search was carried out to identify articles which were not indexed in the above mentioned databases. Furthermore, we also reviewed the reference lists of relevant studies and consulted with content experts to identify additional gray literature pertinent to this review. For the PubMed/MEDLINE database search, we used a combination of key terms and Boolean operators (AND, OR) to construct a detailed and comprehensive search strategy (&#x201C;respiratory symptoms&#x201D; OR (&#x201C;acute respiratory symptoms&#x201D; OR (&#x201C;chronic respiratory symptoms&#x201D; OR (&#x201C;pulmonary symptoms&#x201D; OR (&#x201C;respiratory distress&#x201D; OR (&#x201C;lung-related symptoms&#x201D; OR (&#x201C;respiratory problem&#x201D;) AND (&#x201C;sanitation workers&#x201D; OR &#x201C;waste management workers&#x201D; OR &#x201C;garbage collectors&#x201D; OR &#x201C;Refuse collectors&#x201D; OR &#x201C;street sweepers&#x201D; OR &#x201C;land fill operators&#x201D; OR &#x201C;sewage treatment operators&#x201D; OR cleaners OR janitors AND (&#x201C;associated factors&#x201D; OR &#x201C;contributing factors&#x201D; OR &#x201C;determining factors&#x201D; OR &#x201C;risk factors&#x201D; AND (&#x201C;Angola&#x201D; OR &#x201C;Benin&#x201D; OR &#x201C;Botswana&#x201D; OR &#x201C;Burkina Faso&#x201D; OR &#x201C;Burundi&#x201D; OR &#x201C;Cabo-Verde&#x201D; OR &#x201C;Cameroon&#x201D; OR &#x201C;Central African Republic&#x201D; OR &#x201C;Chad&#x201D; OR &#x201C;Comoros&#x201D; OR &#x201C;Democratic Republic of the Congo&#x201D; OR &#x201C;Djibouti&#x201D; OR &#x201C;Equatorial Guinea&#x201D; OR &#x201C;Eritrea&#x201D; OR &#x201C;Eswatini&#x201D; OR &#x201C;Ethiopia&#x201D; OR &#x201C;Gabon&#x201D; OR &#x201C;Gambia&#x201D; OR &#x201C;Ghana&#x201D; OR &#x201C;Guinea&#x201D; OR&#x201C;Guinea-Bissau&#x201D; OR &#x201C;Ivory Coast&#x201D; OR &#x201C;Kenya&#x201D; OR &#x201C;Lesotho&#x201D; OR &#x201C;Liberia&#x201D; OR &#x201C;Madagascar&#x201D; OR &#x201C;Malawi&#x201D; OR &#x201C;Mali&#x201D; OR &#x201C;Mauritania&#x201D; OR &#x201C;Mauritius&#x201D; OR &#x201C;Mozambique&#x201D; OR &#x201C;Namibia&#x201D; OR &#x201C;Niger&#x201D; OR &#x201C;Nigeria&#x201D; OR &#x201C;Republic of the Congo&#x201D; OR &#x201C;Rwanda&#x201D; OR &#x201C;S&#x00E3;o Tom&#x00E9; and Pr&#x00ED;ncipe&#x201D; OR &#x201C;Senegal&#x201D; OR &#x201C;Seychelles&#x201D; OR &#x201C;Sierra Leone&#x201D; OR &#x201C;Somalia&#x201D; OR &#x201C;South Africa&#x201D; OR &#x201C;South Sudan&#x201D; OR &#x201C;Sudan&#x201D; OR &#x201C;Tanzania&#x201D; OR &#x201C;Togo&#x201D; OR &#x201C;Uganda&#x201D; OR &#x201C;Zimbabwe.&#x201D; The search was conducted from March to July 5, 2024.</p>
</sec>
<sec id="sec11">
<title>Eligibility criteria</title>
<p><bold>I. Inclusion Criteria:</bold> Articles that met the following criteria were included in the review.</p>
<p><bold>II. Population:</bold> The study participants consisted of workers employed as waste management workers, garbage collectors, refuse collectors, street sweepers, landfill operators, sewage treatment plant operators, cleaners, and janitors.</p>
<p><bold>III. Outcome Variables:</bold> The outcome variables of this study was the prevalence of respiratory symptoms with the option of (present/absent) and/or associated factors.</p>
<p><bold>IV. Study Design:</bold> This review encompasses cross-sectional study designs.</p>
<p><bold>V. Study Settings:</bold> The research was conducted in Sub-Saharan Africa (SSA).</p>
<p><bold>VI. Language:</bold> this review includes full text articles published only in English language.</p>
<p><bold>VII. Publication Period:</bold> Articles published up to July 5, 2024, were included.</p>
</sec>
<sec id="sec12">
<title>Exclusion criteria</title>
<p>Qualitative studies, systematic reviews, letters to the editor, short communications, commentaries, and articles that could not be fully accessed after three attempts to reach the corresponding author were excluded from the review. Additionally, office cleaners, along with hotel and restaurant cleaners, were not part of the study.</p>
</sec>
<sec id="sec13">
<title>Study selection</title>
<p>GB and LB, the two independent reviewers, evaluated the titles, abstracts, and full texts of the articles to determine their eligibility based on the predetermined set of criteria. Articles considered eligible by both GB and LB were grouped together. If there was a disagreement between the two reviewers, a third independent reviewer, BD, was consulted to assist in making the final decision on whether to include or exclude the article.</p>
</sec>
<sec id="sec14">
<title>Data extraction and management</title>
<p>A standardized data extraction format was used to collect pertinent data from eligible studies. The data includes the author&#x2019;s name, publication year, country, data collection method, sampling technique, sample size, prevalence of respiratory symptoms, and assessment of bias risk. EndNote reference management software was utilized to organize the search results and remove duplicate articles.</p>
</sec>
<sec id="sec15">
<title>Quality assessment of studies</title>
<p>The Joanna Briggs Institute (JBI) quality assessment tools for analytical cross-sectional studies were utilized to evaluate the quality of the articles included in the review (<xref ref-type="bibr" rid="ref24">24</xref>). The assessment was based on several indicators, with response options of yes, no, unclear, and not applicable: (1) inclusion and exclusion criteria; (2) description of the study subjects and settings; (3) use of a valid and reliable method to measure exposure; (4) standard criteria for measuring the condition; (5) identification of confounding factors; (6) development of strategies to address confounding factors; (7) use of a valid and reliable method to measure outcomes; and (8) application of appropriate statistical analysis. The risk of bias was classified as low (scores of 6&#x2013;8), moderate (3&#x2013;5), and high (0&#x2013;2), with articles demonstrating moderate and low risks of bias included in the final review (Supplementary information 2).</p>
</sec>
<sec id="sec16">
<title>Outcome of interest</title>
<p>This review has two outcome variables. The first one is the pooled prevalence of respiratory symptoms while the second outcome variable of this review was determination of risk factors of respiratory symptoms among sanitation workers in SSA using OR with 95% confidence interval (CI).</p>
</sec>
<sec id="sec17">
<title>Operational definitions</title>
<p>Sanitation workers: These are workers engaged in activities like sweeping streets, collecting waste from residences and public spaces, cleaning latrines and pits, maintaining toilets in schools and public areas, servicing restrooms in municipal, government, and private establishments, operating waste collection vehicles, managing fecal sludge, emptying septic tanks, cleaning sewers and manholes, overseeing sewage treatment plants, and handling wastewater and sludge at these sites (<xref ref-type="bibr" rid="ref1">1</xref>).</p>
<p>Respiratory symptoms: a respiratory symptom is defined as the presence of 1 or more of the following symptoms such as chronic cough, chronic phlegm, chronic wheezing, and chronic chest tightness that lasted at least 3&#x202F;months in a year (<xref ref-type="bibr" rid="ref25">25</xref>, <xref ref-type="bibr" rid="ref26">26</xref>).</p>
</sec>
<sec id="sec18">
<title>Statistical method and analysis</title>
<p>Data were extracted using a Microsoft Excel spreadsheet and then imported into STATA version 14 for further analysis. The heterogeneity of the eligible studies was assessed using the I<sup>2</sup> statistic, with cutoff points of 25&#x2013;50%, 50&#x2013;75, and &#x003E;75% indicating low, moderate, and high heterogeneity, respectively (<xref ref-type="bibr" rid="ref27">27</xref>). The pooled prevalence of respiratory symptoms among sanitation workers was estimated using the meta-prop command in STATA version 14. Subgroup analyses was done using variables on publication year, country, sample size, geographic location, and Types of sanitation workers (municipal waste collector vs. E-waste collectors). Sensitivity analyses was performed to evaluate the effect of each study on the overall pooled prevalence of respiratory symptoms. Publication bias was assessed using the funnel plot test and Egger&#x2019;s regression test, with a <italic>p</italic>-value &#x003C;0.05 at a 95% CI considered statistically significant (<xref ref-type="bibr" rid="ref28">28</xref>). The results of the finding are presented using graphs, tables, text, and a forest plot based on the nature of the data.</p>
</sec>
</sec>
<sec sec-type="results" id="sec19">
<title>Results</title>
<sec id="sec20">
<title>Searching process</title>
<p>Extensive literature search was carried out across various databases and resulted 14,530 studies. After eliminating 10,252 duplicate articles, 4,278 studies were screened based on their titles and abstracts. Out of these, 4,204 were excluded for not meeting the established inclusion criteria. The remaining 74 articles were then evaluated for full-text eligibility. Following this review, an additional 61 studies were excluded&#x2014;59 articles did not report the desired outcome, and 2 were deemed low quality. Ultimately, 13 studies were included in this review (<xref ref-type="bibr" rid="ref29">29</xref>) (<xref ref-type="fig" rid="fig1">Figure 1</xref>).</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>A PRISMA flow chart showing study selection for systematic review and meta-analysis on the prevalence of respiratory symptoms and associated factors among sanitation workers in SSA.</p>
</caption>
<graphic xlink:href="fpubh-13-1519209-g001.tif"/>
</fig>
</sec>
<sec id="sec21">
<title>Characteristics of studies included in the review</title>
<p>In this review, a total of 13 studies were included in the final model and all of them were done by a cross-sectional study. The total sample size across the studies was 4,401, with sample size ranging from 137 to 718. These studies were published between 2012 and 2022 almost all of these studies utilized interviewer-based questionnaires and observational checklist as primary method of data collection. Based on study setting, 7 studies were from Ethiopia (<xref ref-type="bibr" rid="ref7">7</xref>, <xref ref-type="bibr" rid="ref20">20</xref>, <xref ref-type="bibr" rid="ref25">25</xref>, <xref ref-type="bibr" rid="ref26">26</xref>, <xref ref-type="bibr" rid="ref30 ref31 ref32">30&#x2013;32</xref>), 2 each from Nigeria (<xref ref-type="bibr" rid="ref16">16</xref>, <xref ref-type="bibr" rid="ref33">33</xref>), two studies from Benin and Ivory Coast (<xref ref-type="bibr" rid="ref34">34</xref>, <xref ref-type="bibr" rid="ref35">35</xref>), Sudan (<xref ref-type="bibr" rid="ref36">36</xref>) and South Africa (<xref ref-type="bibr" rid="ref37">37</xref>). The overall characteristics of studies included in this review are presented in the table below (<xref ref-type="table" rid="tab1">Table 1</xref>).</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Descriptive summary of studies included determination of the prevalence of respiratory symptoms among sanitation workers in SSA in 2024.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Author, publication year</th>
<th align="left" valign="top">Study country</th>
<th align="center" valign="top">Publication year</th>
<th align="left" valign="top">Sampling technique</th>
<th align="left" valign="top">Method of data collection</th>
<th align="center" valign="top">Sample size</th>
<th align="center" valign="top">Prevalence</th>
<th align="left" valign="top">Risk of bias</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Worede (2021) (<xref ref-type="bibr" rid="ref7">7</xref>)</td>
<td align="left" valign="top">Ethiopia</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Simple random</td>
<td align="left" valign="top">Interviewer based questionnaire</td>
<td align="center" valign="top">391</td>
<td align="center" valign="top">35.3</td>
<td align="left" valign="top">Low</td>
</tr>
<tr>
<td align="left" valign="top">Eneyew (2021) (<xref ref-type="bibr" rid="ref20">20</xref>)</td>
<td align="left" valign="top">Ethiopia</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Simple random</td>
<td align="left" valign="top">Pretested structure questionnaire &#x0026;on the spot direct observational checklist</td>
<td align="center" valign="top">168</td>
<td align="center" valign="top">42.85</td>
<td align="left" valign="top">Low</td>
</tr>
<tr>
<td align="left" valign="top">Emiru (2017) (<xref ref-type="bibr" rid="ref25">25</xref>)</td>
<td align="left" valign="top">Ethiopia</td>
<td align="center" valign="top">2017</td>
<td align="left" valign="top">Consecutive</td>
<td align="left" valign="top">Observational checklist and structured questionnaire</td>
<td align="center" valign="top">518</td>
<td align="center" valign="top">40.7</td>
<td align="left" valign="top">Low</td>
</tr>
<tr>
<td align="left" valign="top">Johnson (2020) (<xref ref-type="bibr" rid="ref16">16</xref>)</td>
<td align="left" valign="top">Nigeria</td>
<td align="center" valign="top">2020</td>
<td align="left" valign="top">Simple random</td>
<td align="left" valign="top">Interviewer administered semi-structured questionnaire</td>
<td align="center" valign="top">150</td>
<td align="center" valign="top">47.3</td>
<td align="left" valign="top">Low</td>
</tr>
<tr>
<td align="left" valign="top">Muhammad (2020) (<xref ref-type="bibr" rid="ref33">33</xref>)</td>
<td align="left" valign="top">Nigeria</td>
<td align="center" valign="top">2020</td>
<td align="left" valign="top">Convenience sampling</td>
<td align="left" valign="top">Self-administered questionnaire</td>
<td align="center" valign="top">129</td>
<td align="center" valign="top">60</td>
<td align="left" valign="top">Low</td>
</tr>
<tr>
<td align="left" valign="top">Tlotleng (2019) (<xref ref-type="bibr" rid="ref37">37</xref>)</td>
<td align="left" valign="top">South Africa</td>
<td align="center" valign="top">2019</td>
<td align="left" valign="top">Convenience sampling</td>
<td align="left" valign="top">Interviewer-based questionnaire</td>
<td align="center" valign="top">361</td>
<td align="center" valign="top">58.5</td>
<td align="left" valign="top">Low</td>
</tr>
<tr>
<td align="left" valign="top">Manaye (2022) (<xref ref-type="bibr" rid="ref30">30</xref>)</td>
<td align="left" valign="top">Ethiopia</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">Convenience sampling</td>
<td align="left" valign="top">Interviewer-based questionnaire</td>
<td align="center" valign="top">392</td>
<td align="center" valign="top">45.4</td>
<td align="left" valign="top">Low</td>
</tr>
<tr>
<td align="left" valign="top">Tamene (2017) (<xref ref-type="bibr" rid="ref26">26</xref>)</td>
<td align="left" valign="top">Ethiopia</td>
<td align="center" valign="top">2017</td>
<td align="left" valign="top">Simple random</td>
<td align="left" valign="top">Structured questionnaire</td>
<td align="center" valign="top">405</td>
<td align="center" valign="top">68.9</td>
<td align="left" valign="top">Low</td>
</tr>
<tr>
<td align="left" valign="top">Houngb&#x00E9;gnon (2022) (<xref ref-type="bibr" rid="ref34">34</xref>)</td>
<td align="left" valign="top">Benin &#x0026; Ivoricost</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">Simple random</td>
<td align="left" valign="top">Interviewer-based questionnaire</td>
<td align="center" valign="top">308</td>
<td align="center" valign="top">20.1</td>
<td align="left" valign="top">Low</td>
</tr>
<tr>
<td align="left" valign="top">Wachinou (2022) (<xref ref-type="bibr" rid="ref35">35</xref>)</td>
<td align="left" valign="top">Benin</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">Simple random</td>
<td align="left" valign="top">Interviewer-based questionnaire</td>
<td align="center" valign="top">148</td>
<td align="center" valign="top">33.1</td>
<td align="left" valign="top">Moderate</td>
</tr>
<tr>
<td align="left" valign="top">Melaku (2020) (<xref ref-type="bibr" rid="ref31">31</xref>)</td>
<td align="left" valign="top">Ethiopia</td>
<td align="center" valign="top">2020</td>
<td align="left" valign="top">Multi-stage sampling</td>
<td align="left" valign="top">Structured interviewer administered questionnaire</td>
<td align="center" valign="top">576</td>
<td align="center" valign="top">22.6</td>
<td align="left" valign="top">Low</td>
</tr>
<tr>
<td align="left" valign="top">Makki (2022) (<xref ref-type="bibr" rid="ref36">36</xref>)</td>
<td align="left" valign="top">Sudan</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">Stratified random sampling</td>
<td align="left" valign="top">Standardized pre-tested questionnaire</td>
<td align="center" valign="top">718</td>
<td align="center" valign="top">38</td>
<td align="left" valign="top">Low</td>
</tr>
<tr>
<td align="left" valign="top">Gebremedhn (2019) (<xref ref-type="bibr" rid="ref32">32</xref>)</td>
<td align="left" valign="top">Ethiopia</td>
<td align="center" valign="top">2019</td>
<td align="left" valign="top">Simple random</td>
<td align="left" valign="top">Structured interviewer administered questionnaire</td>
<td align="center" valign="top">137</td>
<td align="center" valign="top">58.39</td>
<td align="left" valign="top">Moderate</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec22">
<title>Pooled prevalence of respiratory symptoms among sanitation workers in SSA</title>
<p>The results of this study disclosed that the pooled prevalence of respiratory symptoms among sanitation workers in SSA was 43.79% (95% CI: 35.26, 52.33; <italic>I</italic><sup>2</sup>&#x202F;=&#x202F;97.3%, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.000). This figure was calculated using a random effects statistical model and is visually represented in a forest plot (<xref ref-type="fig" rid="fig2">Figure 2</xref>).</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Forest plot of pooled prevalence of respiratory symptoms among sanitation workers in SSA in 2024.</p>
</caption>
<graphic xlink:href="fpubh-13-1519209-g002.tif"/>
</fig>
</sec>
<sec id="sec23">
<title>Publication bias</title>
<p>The presence of heterogeneity and publication bias among the studies was assessed. The findings revealed a high level of heterogeneity among the studies included in this review (<italic>I</italic><sup>2</sup>&#x202F;=&#x202F;97.3%, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.000). To evaluate publication bias, both a funnel plot (subjective measurement) and the Egger regression test (objective measurement) were employed. The results indicated that the funnel plot was reasonably symmetrical which shows there is no publication bias among studies included in this review (<xref ref-type="fig" rid="fig3">Figure 3</xref>).</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>A funnel plot to test the publication bias of the meta-analysis.</p>
</caption>
<graphic xlink:href="fpubh-13-1519209-g003.tif"/>
</fig>
<p>The finding of the funnel plot is strengthened by analyzing the Egger regression test yielding a <italic>p</italic> value of 0.165 which clearly indicates the absence of significant publication bias among studies included in this review (<xref ref-type="table" rid="tab2">Table 2</xref>).</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Eggers&#x2019; regression test of studies included in the prevalence of respiratory symptoms among sanitation workers in SSA in 2024.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Std_Eff</th>
<th align="center" valign="top">Coef</th>
<th align="center" valign="top">Std.Err</th>
<th align="center" valign="top"><italic>t</italic></th>
<th align="center" valign="top"><italic>p</italic> &#x003E; <italic>t</italic></th>
<th align="center" valign="top" colspan="2">[95%conf. Interval]</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Slope</td>
<td align="center" valign="top">3.130941</td>
<td align="center" valign="top">0.3509868</td>
<td align="center" valign="top">8.92</td>
<td align="center" valign="top">0.000</td>
<td align="center" valign="top">2.358425</td>
<td align="center" valign="top">3.903458</td>
</tr>
<tr>
<td align="left" valign="top">Bias</td>
<td align="center" valign="top">0.5136281</td>
<td align="center" valign="top">0.3452938</td>
<td align="center" valign="top">1.49</td>
<td align="center" valign="top">0.165</td>
<td align="center" valign="top">&#x2212;0.2463585</td>
<td align="center" valign="top">1.273615</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Egger&#x2019;s test for small-study effects.</p>
<p>Regress standard normal deviate of intervention.</p>
<p>Effect estimate against its standard error.</p>
<p>Number of studies&#x202F;=&#x202F;13 Root MSE&#x202F;=&#x202F;0.3569.</p>
<p>Test of Ho: no small-study effects <italic>p</italic>&#x202F;=&#x202F;0.165.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec24">
<title>Sensitivity analysis</title>
<p>The sensitivity analysis of the study indicated that no single study had an undue impact on the pooled prevalence of respiratory symptoms among sanitation workers in Sub-Saharan Africa. This suggests that the pooled estimate is robust and not significantly affected by any individual study included in the analysis. The fact that the pooled prevalence remained largely unchanged when any single study was removed which implies that the overall findings are stable and reliable (<xref ref-type="fig" rid="fig4">Figure 4</xref>).</p>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p>Forest plot of sensitivity analysis of the pooled prevalence of respiratory symptoms among sanitation workers in SSA.</p>
</caption>
<graphic xlink:href="fpubh-13-1519209-g004.tif"/>
</fig>
</sec>
<sec id="sec25">
<title>Sub group analysis</title>
<p>The subgroup analysis is important for investigating potential sources of heterogeneity among the included studies. The analysis was performed using variables study country, geographic region (East Africa, West Africa, and South Africa), sample size (below the mean and equal to or above the mean), types of sanitation tasks (municipal waste collectors vs. E-waste collectors) and publication year (prior to 2020 and in 2020 or later).</p>
</sec>
<sec id="sec26">
<title>Subgroup analysis by publication year</title>
<p>In the subgroup analysis by publication year, the prevalence of respiratory symptoms among sanitation workers in studies done after 2020 was 35.72% (95% CI: 28.16, 43.28%; <italic>I</italic><sup>2</sup>&#x202F;=&#x202F;92.5%; <italic>p</italic>&#x202F;&#x003C;&#x202F;0.0001). On the other hand, the prevalence of respiratory symptoms among sanitation workers in studies done before 2020 was 50.77% (95% CI: 36.12, 65.43%; <italic>I</italic><sup>2</sup>&#x202F;=&#x202F;98.2%; <italic>p</italic>&#x202F;&#x003C;&#x202F;0.0001) (<xref ref-type="fig" rid="fig5">Figure 5</xref>).</p>
<fig position="float" id="fig5">
<label>Figure 5</label>
<caption>
<p>Forest plot of sub-group analysis based on year of publication on the prevalence of respiratory symptoms and associated factors among sanitation workers in SSA in 2024.</p>
</caption>
<graphic xlink:href="fpubh-13-1519209-g005.tif"/>
</fig>
</sec>
<sec id="sec27">
<title>Subgroup analysis by geographic region</title>
<p>In the subgroup analysis by geographic region, the prevalence of respiratory symptoms among sanitation workers was 43.90% in East Africa (95% CI: 33.40, 54.40; <italic>I</italic><sup>2</sup>&#x202F;=&#x202F;97.6%; <italic>p</italic>&#x202F;&#x003C;&#x202F;0.0001), West Africa 39.86% (95% CI: 21.83, 57.88); <italic>I</italic><sup>2</sup> =&#x202F;96.4%; <italic>p</italic>&#x202F;&#x003C;&#x202F;0.0001, and South Africa 58.45% (95% CI: 53.37, 63.53); <italic>I</italic><sup>2</sup> =&#x202F;0%; <italic>p</italic>&#x202F;&#x003C;&#x202F;0.0001 (<xref ref-type="fig" rid="fig6">Figure 6</xref>).</p>
<fig position="float" id="fig6">
<label>Figure 6</label>
<caption>
<p>Forest plot of sub-group analysis based on geographic location on the prevalence of respiratory symptoms and associated factors among sanitation workers in SSA in 2024.</p>
</caption>
<graphic xlink:href="fpubh-13-1519209-g006.tif"/>
</fig>
</sec>
<sec id="sec28">
<title>Sub-group analysis by country</title>
<p>In the subgroup analysis by country, the prevalence of respiratory symptoms among sanitation workers was 38.02% in Sudan (95% CI: 34.47%, 41.57; <italic>I</italic><sup>2</sup>&#x202F;=&#x202F;0.0%; <italic>p</italic>&#x202F;&#x003C;&#x202F;0.000), 44.78% in Ethiopia (95% CI: 32.08%, 57.49; <italic>I</italic><sup>2</sup>&#x202F;=&#x202F;97.9%; <italic>p</italic>&#x202F;&#x003C;&#x202F;0.000), Nigeria 53.43% (95% CI: 41.32%, 65.54; <italic>I</italic><sup>2</sup>&#x202F;=&#x202F;76.9%; <italic>p</italic>&#x202F;&#x003C;&#x202F;0.000), South Africa 58.45% (95% CI: 53.37%, 63.53; <italic>I</italic><sup>2</sup>&#x202F;=&#x202F;0; <italic>p</italic>&#x202F;&#x003C;&#x202F;0.000), and Ivory Coast and Benin 26.24% (95% CI: 13.55, 38.94); <italic>I</italic><sup>2</sup> =&#x202F;88.0%; <italic>p</italic>&#x202F;&#x003C;&#x202F;0.000 (<xref ref-type="fig" rid="fig7">Figure 7</xref>).</p>
<fig position="float" id="fig7">
<label>Figure 7</label>
<caption>
<p>Forest plot of sub-group analysis based on country on prevalence of respiratory symptoms and associated factors among sanitation workers in SSA.</p>
</caption>
<graphic xlink:href="fpubh-13-1519209-g007.tif"/>
</fig>
</sec>
<sec id="sec29">
<title>Sub group analysis based on sample size</title>
<p>The sub-group analysis based on sample size revealed that the prevalence of respiratory symptoms among sanitation workers with studies having a sample size of equal to or above the mean was 44.15% (95% CI: 32.51%, 55.79; <italic>I</italic><sup>2</sup>&#x202F;=&#x202F;98.1%; <italic>p</italic>&#x202F;&#x003C;&#x202F;0.000), while in studies with sample size of less than the mean was 43.400% (95% CI: 29.38%, 57.42; <italic>I</italic><sup>2</sup>&#x202F;=&#x202F;95.8%; <italic>p</italic>&#x202F;&#x003C;&#x202F;0.000) (<xref ref-type="fig" rid="fig8">Figure 8</xref>).</p>
<fig position="float" id="fig8">
<label>Figure 8</label>
<caption>
<p>Forest plot of sub-group analysis based on sample size on the prevalence of respiratory symptoms and associated factors among sanitation workers in SSA in 2024.</p>
</caption>
<graphic xlink:href="fpubh-13-1519209-g008.tif"/>
</fig>
</sec>
<sec id="sec30">
<title>Sub group analysis based on sanitation tasks</title>
<p>The finding of this review disclosed that the pooled prevalence&#x2019;s of respiratory symptoms among municipal waste collectors was 46.92% (95% CI: 37.97, 55.86; <italic>I</italic><sup>2</sup> =&#x202F;97.1%; <italic>p</italic>&#x202F;&#x003C;&#x202F;0.000) whereas sanitation workers working on e&#x202F;=&#x202F;wastes have a pooled prevalence of respiratory symptom was 26.24% (95% CI: 13.55, 38.94), <italic>I</italic><sup>2</sup> =&#x202F;88.0%; <italic>p</italic>&#x202F;&#x003C;&#x202F;0.000 (<xref ref-type="fig" rid="fig9">Figure 9</xref>).</p>
<fig position="float" id="fig9">
<label>Figure 9</label>
<caption>
<p>Forest plot of sub-group analysis based on types of sanitation works on the prevalence of respiratory symptoms and associated factors among sanitation workers in SSA in 2024.</p>
</caption>
<graphic xlink:href="fpubh-13-1519209-g009.tif"/>
</fig>
</sec>
<sec id="sec31">
<title>Meta-regression analysis</title>
<p>The heterogeneity assessment showed a high level of heterogeneity among studies included in this review (<italic>I</italic><sup>2</sup> =&#x202F;97.3%, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001) among the included studies. Types of sanitation workers, geographic region, country category, sample size, and publication year were used to perform meta-regression analysis to find out the sources of heterogeneity. The analysis revealed that there was no statistically significant (<italic>p</italic>&#x202F;&#x003E;&#x202F;0.05) cause of heterogeneity in the included studies (<xref ref-type="table" rid="tab3">Table 3</xref>).</p>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>Univariate meta-regression analysis.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Variables</th>
<th align="center" valign="top">Coefficient</th>
<th align="center" valign="top">Std. error</th>
<th align="center" valign="top">95% CI</th>
<th align="center" valign="top"><italic>p</italic>-value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Types of sanitation workers</td>
<td align="center" valign="top">22.68449</td>
<td align="center" valign="top">16.37587</td>
<td align="center" valign="top">&#x2212;9.411616, 54.7806</td>
<td align="center" valign="top">0.166</td>
</tr>
<tr>
<td align="left" valign="top">Publication year</td>
<td align="center" valign="top">&#x2212;6.219072</td>
<td align="center" valign="top">10.61211</td>
<td align="center" valign="top">&#x2212;27.01842, 14.58028</td>
<td align="center" valign="top">0.558</td>
</tr>
<tr>
<td align="left" valign="top">Geographic region</td>
<td align="center" valign="top">5.445116</td>
<td align="center" valign="top">8.506684</td>
<td align="center" valign="top">&#x2212;11.22768, 22.11791</td>
<td align="center" valign="top">0.522</td>
</tr>
<tr>
<td align="left" valign="top">Sample size</td>
<td align="center" valign="top">&#x2212;5.478972</td>
<td align="center" valign="top">9.203858</td>
<td align="center" valign="top">&#x2212;23.5182, 12.56026</td>
<td align="center" valign="top">0552</td>
</tr>
<tr>
<td align="left" valign="top">Country</td>
<td align="center" valign="top">&#x2212;0.3353747</td>
<td align="center" valign="top">4.139554</td>
<td align="center" valign="top">&#x2212;8.448751, 7.778001</td>
<td align="center" valign="top">0.935</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec32">
<title>Factors associated with respiratory symptoms among sanitation workers in SSA</title>
<p>This finding disclosed that the prevalence of respiratory symptoms was significantly associated with history of respiratory illness, lack of mask use, working experience. Six studies (<xref ref-type="bibr" rid="ref7">7</xref>, <xref ref-type="bibr" rid="ref20">20</xref>, <xref ref-type="bibr" rid="ref25">25</xref>, <xref ref-type="bibr" rid="ref26">26</xref>, <xref ref-type="bibr" rid="ref30">30</xref>, <xref ref-type="bibr" rid="ref31">31</xref>) were included to assess these factors. Four studies (<xref ref-type="bibr" rid="ref7">7</xref>, <xref ref-type="bibr" rid="ref25">25</xref>, <xref ref-type="bibr" rid="ref26">26</xref>, <xref ref-type="bibr" rid="ref30">30</xref>) revealed that sanitation workers with a history of respiratory illness were 4.16 times more likely to experience a respiratory symptoms compared to those without a history of respiratory illness (OR: 4.16, 95% CI: 2.67, 5.66). Additionally, three studies (<xref ref-type="bibr" rid="ref20">20</xref>, <xref ref-type="bibr" rid="ref25">25</xref>, <xref ref-type="bibr" rid="ref31">31</xref>) also revealed that sanitation workers who did not wear masks were 2.36 times more likely to have had a respiratory symptoms compared to their counterpart (OR: 2.36, 95% CI: 1.40, 3.3.32). Furthermore, two studies (<xref ref-type="bibr" rid="ref30">30</xref>, <xref ref-type="bibr" rid="ref31">31</xref>) revealed that workers with working experiences of greater than or equal to 5&#x202F;years were 1.86 times more likely to experience respiratory symptoms compared to those with less than 5&#x202F;years working experiences (OR: 1.81, 95% CI: 1.26, 2.39) (<xref ref-type="fig" rid="fig10">Figure 10</xref>).</p>
<fig position="float" id="fig10">
<label>Figure 10</label>
<caption>
<p>Forest plot of factors associated with prevalence of respiratory symptoms among sanitation workers in SSA in 2024.</p>
</caption>
<graphic xlink:href="fpubh-13-1519209-g010.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="sec33">
<title>Discussion</title>
<p>Currently, the growth of the global population, increasing urbanization, rising living standards, and rapid technological advancements have all contributed to the increments of wastes both in quantity and diversity (<xref ref-type="bibr" rid="ref38">38</xref>). Most of sanitation workers do not care for their overall health status due to low knowledge status (<xref ref-type="bibr" rid="ref1">1</xref>). Despite the sanitation workers are increasing in dramatic way, there is an insignificant evidence or policy recommendations for their safety practices, particularly in developing countries (<xref ref-type="bibr" rid="ref23">23</xref>). Sanitation workers face significant exposure to toxic substances and gases, making them highly vulnerable to health risks. They are also highly exposed to bioaerosols that are produced from the compost of waste may contain bacterial and fungal spores. Furthermore, they are exposed to dust and fine particles that arise from the manual handling of waste and processes such as street cleaning (<xref ref-type="bibr" rid="ref4">4</xref>, <xref ref-type="bibr" rid="ref6">6</xref>, <xref ref-type="bibr" rid="ref39">39</xref>, <xref ref-type="bibr" rid="ref40">40</xref>). Occupational exposure to bioaerosols, dust, exhaust fumes and bad weather conditions play an important role in the development of respiratory problems (<xref ref-type="bibr" rid="ref41">41</xref>). Therefore, assessing the prevalence of respiratory symptoms in these vulnerable populations lays a prominent role in designing an effective interventions.</p>
<p>The finding of this review revealed that the prevalence of respiratory symptoms among sanitation workers was 43.98% (95% CI: 35.53, 52.43), which was matched with studies done in Bangladesh 52.5% (<xref ref-type="bibr" rid="ref42">42</xref>), India 45% (<xref ref-type="bibr" rid="ref43">43</xref>), Thailand 47.4% (<xref ref-type="bibr" rid="ref44">44</xref>). On the other hand, the finding of this review was less than studies done in Belgium 54.8% (<xref ref-type="bibr" rid="ref45">45</xref>), Malaysia 56.8% (<xref ref-type="bibr" rid="ref38">38</xref>), and India 61.6% (<xref ref-type="bibr" rid="ref46">46</xref>). On the contrary, the finding of this review was higher than studies done India 11.5% (<xref ref-type="bibr" rid="ref12">12</xref>), 32% (<xref ref-type="bibr" rid="ref47">47</xref>), 28.6% (<xref ref-type="bibr" rid="ref48">48</xref>), Philippines 19% (<xref ref-type="bibr" rid="ref18">18</xref>), and Thailand 23.4% (<xref ref-type="bibr" rid="ref49">49</xref>). The possible justification for these differences can be attributed to various factors. One key aspect is the type of waste being collected, as well as economic disparities; developed countries often possess better resources and infrastructure for waste management, which can influence the exposure levels of workers. Additionally, the length of time sanitation workers are exposed to harmful substances plays a significant role in determining health outcomes. The degree of commitment to implementing and enforcing occupational health and safety regulations, including the use of respiratory protection and personal protective equipment (PPE), can also have a substantial impact on health risks. Moreover, geographical and climatic factors can affect the frequency of respiratory symptoms. Environmental conditions in workers&#x2019; homes, such as smoking habits, the presence of pets, and the types of heating fuels utilized, may further increase the likelihood of respiratory issues among sanitation workers (<xref ref-type="bibr" rid="ref42">42</xref>).</p>
<p>Personal protective equipment (PPE) is essential for preventing and managing respiratory symptoms, especially in work environments where there is a high risk of exposure to airborne pathogens and harmful materials. PPE greatly lowers the chances of inhaling these dangerous substances, making it especially vital for sanitation workers who often encounter infectious agents. However various findings disclosed that many workers do not consistently use PPE in their workplaces (<xref ref-type="bibr" rid="ref16">16</xref>, <xref ref-type="bibr" rid="ref50">50</xref>), (British Journal). The finding of this review indicated that the use of face mask was one of the interventions for reducing the burden of respiratory symptoms which was supported with studies done in Gambia (<xref ref-type="bibr" rid="ref8">8</xref>) and Bangladesh (<xref ref-type="bibr" rid="ref42">42</xref>), and Ghana. Proper utilization of nose or mouth masks have the great potential to reduce the amount of dust inhaled, through nose and mouth masks block pathogens and dust from entering the respiratory system (<xref ref-type="bibr" rid="ref16">16</xref>). However, several barriers to the use of PPE need to be explored, including issues related to accessibility, cost, and ease of use. Another factor contributing to the low adoption of PPE is that some workers find it uncomfortable, while others believe such equipment is unnecessary, especially in developing countries (<xref ref-type="bibr" rid="ref9">9</xref>, <xref ref-type="bibr" rid="ref50">50</xref>). Furthermore, they may have low knowledge on the potential hazards in their working environment, making them more prone for injuries and other work-related illnesses (<xref ref-type="bibr" rid="ref51">51</xref>). The effectiveness of respirators and masks depends significantly on having a proper fit. Hence, workers should be trained not only in the correct use of PPE but also in understanding the limitations of different types of equipment (<xref ref-type="bibr" rid="ref52">52</xref>).</p>
<p>Sanitation workers who works for extended period time increases the risk of respiratory symptoms. A study done in China revealed that 21 potential pathogens and 15 toxic metal were detected in the aerosols wastewater (<xref ref-type="bibr" rid="ref53">53</xref>). Various literatures reported that sanitation workers may accumulate polluted air due to an extended long period of time exposure (<xref ref-type="bibr" rid="ref33">33</xref>). The level of dust exposure, which could also depend on years of service. Additionally, as people becomes aged, their immune system tends to weaken, making them less capable of fighting off diseases, including respiratory symptoms (<xref ref-type="bibr" rid="ref49">49</xref>). This systematic review and meta-analysis indicated that sanitation workers who had a working experience of more than 5&#x202F;years were 1.86 times more likely to experience respiratory symptoms compared to their counterparts which was supported with studies done in Egypt (<xref ref-type="bibr" rid="ref54">54</xref>, <xref ref-type="bibr" rid="ref55">55</xref>), Bangladesh, Spain (<xref ref-type="bibr" rid="ref56">56</xref>), and India (<xref ref-type="bibr" rid="ref57">57</xref>). Particulate matter levels rise with greater intensity and duration of exposure, indicating that the impact of exposure duration diminishes over time since the last exposure and also varies with the age at which exposure first occurs (<xref ref-type="bibr" rid="ref58">58</xref>). This may be attributed to prolonged exposure, leading to increased dust accumulation in the respiratory system.</p>
<p>Sanitation workers with a history of respiratory illness are more likely to experience respiratory symptoms compared to those without such a history (<xref ref-type="bibr" rid="ref19">19</xref>, <xref ref-type="bibr" rid="ref25">25</xref>). Sanitation workers with a history of respiratory disorders, such as asthma or COPD, often experience chronic airway inflammation, which increases sensitivity and reactivity, making them more vulnerable to trigger respiratory impairment. History of respiratory impairment may cause to lasting lung damage, as seen in chronic bronchitis and emphysema, resulting in reduced airflow and impaired gas exchange. This decline in lung function heightens the risk of respiratory infections and exacerbates symptoms. Additionally, these individuals are more likely to develop other health issues, like cardiovascular diseases and lung cancer, complicating their respiratory health. Exposure to environmental risk factors, such as air pollution and tobacco smoke, can further affect their condition, leading to a cycle of worsening symptoms and more frequent exacerbations (<xref ref-type="bibr" rid="ref22">22</xref>, <xref ref-type="bibr" rid="ref59">59</xref>, <xref ref-type="bibr" rid="ref60">60</xref>). The findings of this review disclosed that sanitation workers with a history of one or more respiratory illnesses were 4.16 times more likely to experience respiratory symptoms. The health consequences associated with these respiratory symptoms are significant and far-reaching. Respiratory conditions can result in diminished lung capacity, a rise in illness rates, and potentially increased mortality among sanitation workers. Examining the risk factors associated with respiratory symptoms in these marginalized populations is essential for creating effective interventions. Additionally, this research aligns with global health initiatives, including the Sustainable Development Goals (SDGs), which seek to decrease the burden of respiratory health impairments.</p>
<sec id="sec34">
<title>Strength and limitation of the study</title>
<p>The strength of this review lies on its comprehensive review of existing literature, concentrating solely on studies that met the predetermined inclusion criteria to overcome selection bias. Additionally, preprints and unpublished works were excluded from the review, which may introduce methodological biases, and the results of these studies may change upon formal publication. On the other hand, this review has certain limitations. The review reliance on a limited number of databases to identify relevant literature. Additionally, this review relies on studies published in English language which may result in missing significant findings published in other languages. Another limitation of this review is the potential for recall bias in studies that depend on participants self-reporting their symptoms.</p>
</sec>
</sec>
<sec id="sec35">
<title>Conclusion and recommendation</title>
<p>The finding of this systematic review and meta-analysis concluded that nearly half of the sanitation workers experienced respiratory symptoms. The finding of this review also stated that history of respiratory illness, lack of face mask use, and duration of working experience were factors significantly associated with the prevalence of respiratory symptoms among sanitation workers. Subgroup analysis was conducted based on publication year, geographic region, country, types of sanitation workers, and sample size and no sources of heterogeneity was detected. The prevalence of respiratory symptoms in studies done after 2020 was reduced to one-third. Variations in prevalence of respiratory symptoms were also noted by country, with South Africa recorded the highest rates whereas the lowest rate was recorded in Ivory Coast with only one-fifth of workers exhibited the problem. Hence, awareness creation should be done on the use of personal protective equipment (PPE) and awareness of occupational hazards to improve health literacy and empower workers. Promotion of improved working environments, such as adequate ventilation, to minimize exposure to harmful substances should be done. Additionally, establishment of regular health screenings to track respiratory health and enable them to take early intervention. Furthermore, ensuring all sanitation workers have access to effective PPE, with consistent evaluations to ensure its effectiveness. Finally, concerned governmental and non-governmental organizations should formulate policies that appreciate the role of sanitation workers and provide essential funding to enhance their health and safety.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec36">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec sec-type="author-contributions" id="sec37">
<title>Author contributions</title>
<p>GB: 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. BD: Conceptualization, Software, Supervision, Validation, Visualization, Writing &#x2013; review &#x0026; editing. LB: Investigation, Methodology, Software, Supervision, Validation, Visualization, Writing &#x2013; review &#x0026; editing. CD: Conceptualization, Funding acquisition, Methodology, Software, Supervision, Validation, Visualization, Writing &#x2013; review &#x0026; editing. ZW: Conceptualization, Methodology, Software, Supervision, Validation, Visualization, Writing &#x2013; review &#x0026; editing. AG: Conceptualization, Investigation, Methodology, Supervision, Validation, Visualization, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<sec sec-type="funding-information" id="sec38">
<title>Funding</title>
<p>The author(s) declare that no financial support was received for the research and/or publication of this article.</p>
</sec>
<ack>
<p>We would like to express our deepest gratitude to Wollo University for providing the internet access that enabled us to search for and acquire the relevant literature for this review. We also want to extend our appreciation to our colleagues and friends for their valuable feedback and insights during this process.</p>
</ack>
<sec sec-type="COI-statement" id="sec39">
<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 sec-type="ai-statement" id="sec40">
<title>Generative AI statement</title>
<p>The authors declare that no Gen AI was used in the creation of this manuscript.</p>
</sec>
<sec sec-type="disclaimer" id="sec41">
<title>Publisher&#x2019;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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