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Water, Sanitation, Hygiene, and Soil-Transmitted Helminth Infection: A Systematic Review and Meta-Analysis Eric C. Strunz 1 *, David G. Addiss 1 , Meredith E. Stocks 2 , Stephanie Ogden 1,2,3 , Ju ¨ rg Utzinger 4,5 , Matthew C. Freeman 2 1 Children Without Worms, The Task Force for Global Health, Decatur, Georgia, United States of America, 2 Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, Georgia, United States of America, 3 International Trachoma Initiative, The Task Force for Global Health, Decatur, Georgia, United States of America, 4 Department of Epidemiology and Public Health, Swiss Tropical and Public Health Institute, Basel, Switzerland, 5 University of Basel, Basel, Switzerland Abstract Background: Preventive chemotherapy represents a powerful but short-term control strategy for soil-transmitted helminthiasis. Since humans are often re-infected rapidly, long-term solutions require improvements in water, sanitation, and hygiene (WASH). The purpose of this study was to quantitatively summarize the relationship between WASH access or practices and soil-transmitted helminth (STH) infection. Methods and Findings: We conducted a systematic review and meta-analysis to examine the associations of improved WASH on infection with STH (Ascaris lumbricoides, Trichuris trichiura, hookworm [Ancylostoma duodenale and Necator americanus], and Strongyloides stercoralis). PubMed, Embase, Web of Science, and LILACS were searched from inception to October 28, 2013 with no language restrictions. Studies were eligible for inclusion if they provided an estimate for the effect of WASH access or practices on STH infection. We assessed the quality of published studies with the Grades of Recommendation, Assessment, Development and Evaluation (GRADE) approach. A total of 94 studies met our eligibility criteria; five were randomized controlled trials, whilst most others were cross-sectional studies. We used random-effects meta-analyses and analyzed only adjusted estimates to help account for heterogeneity and potential confounding respectively. Use of treated water was associated with lower odds of STH infection (odds ratio [OR] 0.46, 95% CI 0.36–0.60). Piped water access was associated with lower odds of A. lumbricoides (OR 0.40, 95% CI 0.39–0.41) and T. trichiura infection (OR 0.57, 95% CI 0.45–0.72), but not any STH infection (OR 0.93, 95% CI 0.28–3.11). Access to sanitation was associated with decreased likelihood of infection with any STH (OR 0.66, 95% CI 0.57–0.76), T. trichiura (OR 0.61, 95% CI 0.50–0.74), and A. lumbricoides (OR 0.62, 95% CI 0.44–0.88), but not with hookworm infection (OR 0.80, 95% CI 0.61–1.06). Wearing shoes was associated with reduced odds of hookworm infection (OR 0.29, 95% CI 0.18–0.47) and infection with any STH (OR 0.30, 95% CI 0.11–0.83). Handwashing, both before eating (OR 0.38, 95% CI 0.26–0.55) and after defecating (OR 0.45, 95% CI 0.35–0.58), was associated with lower odds of A. lumbricoides infection. Soap use or availability was significantly associated with lower infection with any STH (OR 0.53, 95% CI 0.29–0.98), as was handwashing after defecation (OR 0.47, 95% CI 0.24– 0.90). Observational evidence constituted the majority of included literature, which limits any attempt to make causal inferences. Due to underlying heterogeneity across observational studies, the meta-analysis results reflect an average of many potentially distinct effects, not an average of one specific exposure-outcome relationship. Conclusions: WASH access and practices are generally associated with reduced odds of STH infection. Pooled estimates from all meta-analyses, except for two, indicated at least a 33% reduction in odds of infection associated with individual WASH practices or access. Although most WASH interventions for STH have focused on sanitation, access to water and hygiene also appear to significantly reduce odds of infection. Overall quality of evidence was low due to the preponderance of observational studies, though recent randomized controlled trials have further underscored the benefit of handwashing interventions. Limited use of the Joint Monitoring Program’s standardized water and sanitation definitions in the literature restricted efforts to generalize across studies. While further research is warranted to determine the magnitude of benefit from WASH interventions for STH control, these results call for multi-sectoral, integrated intervention packages that are tailored to social-ecological contexts. Please see later in the article for the Editors’ Summary. Citation: Strunz EC, Addiss DG, Stocks ME, Ogden S, Utzinger J, et al. (2014) Water, Sanitation, Hygiene, and Soil-Transmitted Helminth Infection: A Systematic Review and Meta-Analysis. PLoS Med 11(3): e1001620. doi:10.1371/journal.pmed.1001620 Academic Editor: Simon Hales, University of Otago, New Zealand Received August 21, 2013; Accepted February 13, 2014; Published March 25, 2014 Copyright: ß 2014 Strunz et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Funding: M.C.F. was funded in part by UK aid from the Department for International Development (DFID) as part of the SHARE Research Programme (www.SHAREResearch.org). However, the views expressed do not necessarily reflect the Department’s official policies. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript. Competing Interests: The authors have declared that no competing interests exist. PLOS Medicine | www.plosmedicine.org 1 March 2014 | Volume 11 | Issue 3 | e1001620

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Water, Sanitation, Hygiene, and Soil-TransmittedHelminth Infection: A Systematic Review andMeta-AnalysisEric C. Strunz1*, David G. Addiss1, Meredith E. Stocks2, Stephanie Ogden1,2,3, Jurg Utzinger4,5,

Matthew C. Freeman2

1 Children Without Worms, The Task Force for Global Health, Decatur, Georgia, United States of America, 2 Department of Environmental Health, Rollins School of Public

Health, Emory University, Atlanta, Georgia, United States of America, 3 International Trachoma Initiative, The Task Force for Global Health, Decatur, Georgia, United States

of America, 4 Department of Epidemiology and Public Health, Swiss Tropical and Public Health Institute, Basel, Switzerland, 5 University of Basel, Basel, Switzerland

Abstract

Background: Preventive chemotherapy represents a powerful but short-term control strategy for soil-transmittedhelminthiasis. Since humans are often re-infected rapidly, long-term solutions require improvements in water, sanitation,and hygiene (WASH). The purpose of this study was to quantitatively summarize the relationship between WASH access orpractices and soil-transmitted helminth (STH) infection.

Methods and Findings: We conducted a systematic review and meta-analysis to examine the associations of improvedWASH on infection with STH (Ascaris lumbricoides, Trichuris trichiura, hookworm [Ancylostoma duodenale and Necatoramericanus], and Strongyloides stercoralis). PubMed, Embase, Web of Science, and LILACS were searched from inception toOctober 28, 2013 with no language restrictions. Studies were eligible for inclusion if they provided an estimate for the effectof WASH access or practices on STH infection. We assessed the quality of published studies with the Grades ofRecommendation, Assessment, Development and Evaluation (GRADE) approach. A total of 94 studies met our eligibilitycriteria; five were randomized controlled trials, whilst most others were cross-sectional studies. We used random-effectsmeta-analyses and analyzed only adjusted estimates to help account for heterogeneity and potential confoundingrespectively. Use of treated water was associated with lower odds of STH infection (odds ratio [OR] 0.46, 95% CI 0.36–0.60).Piped water access was associated with lower odds of A. lumbricoides (OR 0.40, 95% CI 0.39–0.41) and T. trichiura infection(OR 0.57, 95% CI 0.45–0.72), but not any STH infection (OR 0.93, 95% CI 0.28–3.11). Access to sanitation was associated withdecreased likelihood of infection with any STH (OR 0.66, 95% CI 0.57–0.76), T. trichiura (OR 0.61, 95% CI 0.50–0.74), and A.lumbricoides (OR 0.62, 95% CI 0.44–0.88), but not with hookworm infection (OR 0.80, 95% CI 0.61–1.06). Wearing shoes wasassociated with reduced odds of hookworm infection (OR 0.29, 95% CI 0.18–0.47) and infection with any STH (OR 0.30, 95%CI 0.11–0.83). Handwashing, both before eating (OR 0.38, 95% CI 0.26–0.55) and after defecating (OR 0.45, 95% CI 0.35–0.58),was associated with lower odds of A. lumbricoides infection. Soap use or availability was significantly associated with lowerinfection with any STH (OR 0.53, 95% CI 0.29–0.98), as was handwashing after defecation (OR 0.47, 95% CI 0.24–0.90). Observational evidence constituted the majority of included literature, which limits any attempt to make causalinferences. Due to underlying heterogeneity across observational studies, the meta-analysis results reflect an average ofmany potentially distinct effects, not an average of one specific exposure-outcome relationship.

Conclusions: WASH access and practices are generally associated with reduced odds of STH infection. Pooled estimatesfrom all meta-analyses, except for two, indicated at least a 33% reduction in odds of infection associated with individualWASH practices or access. Although most WASH interventions for STH have focused on sanitation, access to water andhygiene also appear to significantly reduce odds of infection. Overall quality of evidence was low due to the preponderanceof observational studies, though recent randomized controlled trials have further underscored the benefit of handwashinginterventions. Limited use of the Joint Monitoring Program’s standardized water and sanitation definitions in the literaturerestricted efforts to generalize across studies. While further research is warranted to determine the magnitude of benefitfrom WASH interventions for STH control, these results call for multi-sectoral, integrated intervention packages that aretailored to social-ecological contexts.

Please see later in the article for the Editors’ Summary.

Citation: Strunz EC, Addiss DG, Stocks ME, Ogden S, Utzinger J, et al. (2014) Water, Sanitation, Hygiene, and Soil-Transmitted Helminth Infection: A SystematicReview and Meta-Analysis. PLoS Med 11(3): e1001620. doi:10.1371/journal.pmed.1001620

Academic Editor: Simon Hales, University of Otago, New Zealand

Received August 21, 2013; Accepted February 13, 2014; Published March 25, 2014

Copyright: � 2014 Strunz et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permitsunrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

Funding: M.C.F. was funded in part by UK aid from the Department for International Development (DFID) as part of the SHARE Research Programme(www.SHAREResearch.org). However, the views expressed do not necessarily reflect the Department’s official policies. The funders had no role in study design,data collection and analysis, decision to publish, or preparation of the manuscript.

Competing Interests: The authors have declared that no competing interests exist.

PLOS Medicine | www.plosmedicine.org 1 March 2014 | Volume 11 | Issue 3 | e1001620

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Abbreviations: GRADE, Grades of Recommendation, Assessment, Development and Evaluation; MDA, mass drug administration; NTD, neglected tropical disease; OR,odds ratio; PHAST, participatory hygiene and sanitation transformation; RR, risk ratio; STH, soil-transmitted helminth; WASH, water, sanitation, and hygiene; WHO,World Health Organization.

* E-mail: [email protected]

Introduction

More than a billion people are infected with soil-transmitted

helminths (STHs) and many more live in high risk areas [1]. The

global burden of STH infection is estimated at between 5 and 39

million disability-adjusted life years, largely attributable to anemia,

stunting, and reduced cognitive development [2–4]. Humans are

infected after ingesting eggs (A. lumbricoides and T. trichiura) or

through penetration of the skin by infective larvae in the soil

(hookworm [A. duodenale and N. americanus] and S. stercoralis) [1].

Current control strategies have focused on preventive chemother-

apy through mass drug administration (MDA), in which at-risk

populations are treated once or twice per year with benzimid-

azoles, primarily albendazole (usually given as a single oral dose of

400 mg) or mebendazole (500 mg) [5]. While preventive chemo-

therapy can greatly reduce morbidity from helminth infection,

reinfection typically occurs rapidly after treatment [6].

Long-term STH control and eventual elimination require

improvements to water, sanitation, and hygiene (WASH) access

and practices [7]. The history of STH in the United States of

America, South Korea, and Japan—where WASH improvements

acted in concert with deworming to eliminate STH as a public

health problem—supports the need for an integrated control

paradigm [8–10]. WASH interventions are diverse, potentially

including improvements in water access (e.g., water quality, water

quantity, and distance to water), sanitation access (e.g., access to

improved latrines, latrine maintenance, and fecal sludge manage-

ment), and hygiene practices (e.g., handwashing before eating

and/or after defecation, water treatment, soap use, wearing shoes,

and water storage practices) [11–20]. Interventions often include

multiple components, e.g., building ventilated-improved pit

latrines while also providing hygiene education. Work in the

WASH sector is often motivated by the view that access to clean

water and adequate sanitation is a human right, but health

outcomes are also broadly considered, with diarrheal disease

burden representing a common measure of impact [21–23].

The successful integration of WASH into a disease control

program has already been demonstrated for trachoma, which—

like STH—is also considered a neglected tropical disease (NTD).

The World Health Organization (WHO) endorses the ‘‘SAFE’’

strategy for trachoma control: surgery to correct advanced stages

of trachoma, antibiotics to treat active infection, facial cleanliness

to reduce disease transmission, and environmental change

(including increased access to water and improved sanitation)

[24]. The SAFE strategy explicitly calls for the implementation of

improved access to, and use of, water, sanitation, and hygiene

through improvements in delivery and/or specific interventions.

Such a fully integrated strategy—including guidelines and

targets—does not yet exist for STH control, in part because

evidence examining the relationship between WASH and STH is

limited. A seminal review by Esrey and colleagues found few

investigations that evaluated the association between WASH and

STH infection [25]. A recent systematic review and meta-analysis

by Ziegelbauer and colleagues found that individuals who have

access to and use of sanitation facilities were at lower odds of

infection with STH compared to individuals without sanitation

[26]. Additional empirical evidence that links WASH improve-

ments to reductions in STH infection is scarce, and an improved

evidence-base may lead to better coordination between the NTD

and WASH sectors [27,28].

To fill this gap, we conducted a systematic review and set of

meta-analyses to examine evidence of association between STH

infection and WASH. We expanded the study’s focus to include

up-to-date meta-analyses for water and hygiene components, in

addition to sanitation. We only used adjusted effect estimates in

meta-analyses to help account for potential confounding and

followed the Preferred Reporting Items for Systematic Reviews

and Meta-Analyses (PRISMA) guidelines for systematic reviews.

Our use of the Grades of Recommendation, Assessment,

Development and Evaluation (GRADE) approach for quality

assessment also provides a comprehensive accounting of the

limitations of available evidence. We hypothesized that improve-

ments in WASH would be associated with reductions in odds of

STH infection. Thus, the purpose of this study was to

quantitatively summarize the relationship between WASH access

or practices on STH infection, while also synthesizing available

data that did not qualify for meta-analysis.

Methods

Search Strategy, Inclusion Criteria, and Data ExtractionOur review adheres to the PRISMA and Meta-analysis of

Observational Studies in Epidemiology (MOOSE) reporting

guidelines (see Texts S1 and S2) [29–31]. The methods protocol

is available in Text S3. A study investigator (ECS) and two

research assistants (Rachel Stelmach [RS] and Claire Still [CS])

systematically searched PubMed, Embase, Web of Science, and

LILACS for relevant articles from inception to October 28, 2013.

We also indexed relevant studies from the bibliography of reviews

by Ziegelbauer and colleagues [26] and Asaolu and Ofoezie [32].

Abstracts without published articles were considered eligible for

inclusion. Additionally, we requested available unpublished

research from the US Centers for Disease Control and Prevention,

The Carter Center, The Task Force for Global Health, the WHO

regional offices, and the authors’ personal collections.

The native search engines within PubMed, Embase, Web of

Knowledge, and LILACS were used to search each respective

database using Boolean operators. The search included two

clusters of terms: one for STH (i.e., helminth, soil-transmitted

helminth, geohelminth, ascaris, lumbricoides, trichuris, trichiura,

hookworm, ancylostoma, duodenale, necator, americanus, stron-

gyloid*, stercoralis) and one for WASH (i.e., sanitation, sanitary

engineering, water supply, waste management, environment*,

excre*, faec*, fecal, feces, hand washing, handwashing, hygiene,

latrine*, toilet*, water, soap). Results had to contain at least one

term from both clusters. ‘‘Extensive search’’ was enabled when

searching with Embase. Because Embase only allowed for

exporting up to 5,000 records, results were stratified by date in

order to screen and export all results in smaller segments. All

search records were exported to bibliographic files and imported

into Endnote X5 (Thomson Reuters), which was used to manage

and screen search results. Titles, and when available, abstracts

were scanned by an investigator (ECS) and also independently by

research assistants (RS and CS) to determine possible relevance.

Final selection was based on the full text of all potentially

WASH and STH Meta-Analysis

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applicable articles. Ambiguous articles were examined by a senior

reviewer (MCF).

Publications in all languages were considered. Studies in

English, Spanish, Portuguese, and French were screened by

investigators directly. Chinese-language articles were reviewed by

a study collaborator (Shuyuan Huang [SH]) who assessed

eligibility and extracted relevant data for the research team.

Relevant data from all eligible studies was abstracted by a reviewer

(ECS) and independently by assistants (RS and CS). Extracted

data included study design, setting, year, population characteris-

tics, WASH components measured, diagnostic approach, STH

species, and relevant effect measures. Odds ratios (ORs) served as

the primary effect measure in the reviewed literature. We collected

both crude and adjusted estimates if available. Excel 2007

(Microsoft) was used to input and manage data using a long

format to accommodate multiple effect estimates per study.

An article was eligible for inclusion if it presented a measure of

effect between WASH and STH (e.g., an OR). For studies that

pooled multiple intestinal parasites (e.g., Giardia intestinalis and

STH) into one outcome measure, we contacted authors to request

disaggregated data. We did not exclude studies based on

methodology or population characteristics. Studies that evaluated

multiple WASH components were included, as long as the

components could be assessed separately from deworming

medications and other non-WASH interventions.

There are few standard definitions for WASH access and

practices, and it is difficult to measure WASH behaviors

objectively [33]. We were unable to consistently connect water

and sanitation variables reported in retrieved studies to the WHO

and UNICEF Joint Monitoring Program’s water and sanitation

ladder definitions [34,35]. For this review, ‘‘treated water’’ is

defined as the use of any chemical or physical treatment of water

to change its potability, whether conducted at the source or at the

point of use. Two specific forms of treatment included boiling and

filtering water at home. ‘‘Piped water’’ describes access to, or use

of, water collected from a piped infrastructure, regardless of where

the water is accessed (public/private) or how well maintained the

infrastructure may be. ‘‘Sanitation access’’ was our primary

sanitation exposure, defined as access to, or use of, any latrine. We

did not exclude studies that lacked information about latrine

quality, so access to sanitation could refer to anything from simple

pit latrines to flush toilets. For hygiene, ‘‘washing after defecation’’

refers to the availability of handwashing resources (e.g., a wash

basin) near sanitation facilities or reported handwashing behavior

after defecation. ‘‘Soap use or availability’’ could refer to washing

with water alone or no washing as the comparison group. Further,

these definitions do not incorporate any criteria for compliance or

consistency, since such details were rare in retrieved literature.

Statistical MethodsWe conducted meta-analyses for groups of effect estimates that

related similar WASH access or practices (e.g., latrine availability

and/or use became ‘‘sanitation access’’) to a common outcome.

Potential outcomes included infection with a specific STH (i.e., A.

lumbricoides, T. trichiura, hookworm, and S. stercoralis) or any STH

generally. Note that ‘‘any STH’’ reflected infection with an

individual species or co-infection with multiple species when

authors reported aggregated STH infection results. Meta-analyses

were performed for groups of independent effect estimates that

numbered three or greater and shared a similar exposure and

infection outcome. A study that measured several WASH

components could contribute to multiple meta-analyses, but could

only supply one effect estimate for any single meta-analysis.

We employed random-effects models to account for the

expected heterogeneity between studies [36]. Only adjusted

estimates were utilized to limit the impact of confounding on

pooled effect measures [37]. When necessary, we inverted

estimates to reflect the effect of WASH, rather than the absence

of WASH. This inversion was necessary in order to ensure enough

study estimates were available for meta-analysis, but could have

resulted in additional heterogeneity. For example, the inverse of

‘‘no sanitation access’’ may be similar to, but distinct from,

‘‘sanitation access’’ when assessed by questionnaire due to bias

associated with socially desirable responses. Further, the presence

of WASH access or practices may not necessarily be the same as

the inverse effect of their absence, especially if important

confounders or effect modifiers remain unexplored. Estimates of

effect not included in meta-analyses were summarized in the text.

The meta-analysis package MAIS for Stata version 12 (StataCorp)

was used to perform the random-effects meta-analyses with the

DerSimonian and Laird method [38]. The natural log of reported

ORs was the dependent variable. CIs use the 95% level unless

otherwise noted.

Bias Assessment and Evidence QualityWe used the GRADE framework to assess potential sources of

bias within studies and determine overall strength of evidence for

each meta-analysis [39]. The GRADE approach is used to

contextualize or justify intervention recommendations with four

levels of evidence quality, ranging from very low to high. These

levels correspond to how likely it would be for further research to

alter conclusions drawn from the current evidence. ‘‘High quality’’

Table 1. Criteria for study bias assessment.

Criteria Description

Infection diagnostics Is a diagnostic assay clearly mentioned? Is there any form of quality control in the diagnostic process (e.g., a senior techniciandoing spot-checks)?

Exposure assessment Was exposure assessment (e.g., access to clean water, washing hands) ascertained via a self-reported survey response (unreliable)or observed directly by investigators (more reliable)? Is there any attempt to gauge proper use of water, hygiene, or some form of‘‘quality control’’ for the exposures?

Confounding assessment Are only crude estimates computed? Has matching and/or multiple logistic regression been undertaken to control for importantpotential confounders?

Response rate Is the response rate (or loss-to-follow-up) similar for infected versus non-infected individuals?

Selective reporting Is there evidence of selective reporting within an article (e.g., outlining certain variables of interest in the methods but notproviding any data on them in the results)?

doi:10.1371/journal.pmed.1001620.t001

WASH and STH Meta-Analysis

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suggests that it is very unlikely for conclusions about effect

estimates to change, whereas ‘‘very low quality’’ suggests that any

estimate of effect is highly uncertain [40]. We formed our key bias

categories from the literature, GRADE recommendations [41],

and two instruments highlighted by the Cochrane Collaboration

[42]: the Downs and Black tool [43] and the Newcastle-Ottawa

scale [44]. We focused on five potential sources of bias in our

assessment of individual studies: (i) diagnostic approach for

assessing STH infection; (ii) exposure assessment; (iii) confounding

assessment; (iv) response rate; and (v) selective reporting. Each

study received one of three rankings for each source of bias: low

risk, unclear risk, or high risk. Detailed criteria for these categories

are available in Table 1. Bias was assessed independently by ECS

and one of the two research assistants (RS and CS), compared, and

reviewed by a senior assessor (DGA or MCF) if necessary.

We assessed the overall quality of evidence for each meta-

analysis after considering seven key characteristics. Each meta-

analysis could receive a quality grade of very low, low, moderate,

or high [45]. Meta-analyses of observational studies were classified

as ‘‘low’’ by default, but could be downgraded (because of

imprecision, indirectness, inconsistency, publication bias, and

potential confounding) or upgraded (because of magnitude of

effect, dose-response relationship, and potential confounding) on

the basis of the overall strength of the evidence.

Inconsistency (i.e., heterogeneity) was assessed with Moran’s I2

and Cochran’s Q-test [46]. I2 provides an estimate of the

proportion of variability in a meta-analysis that is explained by

differences between the included studies instead of sampling error

[47]. If a study exhibited an I2 value over 50%, there was potential

cause for concern, and the Q-test was also checked for a p-value

less than 0.10. Values for I2 over 70% or Q-test p-values lower than

0.05 resulted in the automatic downgrading of a body of evidence.

Publication bias was assessed through a visual inspection of

funnel plots, though Egger’s test also informed our interpretation

[48]. Evidence quality was downgraded due to ‘‘imprecision’’ if

the pooled effect estimate’s 95% CI overlapped with the null (i.e.,

statistical significance at the 0.05 level). Although we provide CIs

for pooled point estimates, imprecision remains a valuable

criterion since not all consumers of reviews understand the

importance of CIs and statistical uncertainty.

Evidence quality was upgraded owing to large magnitude of

effect if the meta-analysis yielded a pooled OR less than 0.33 or

greater than 3.0 [41]. Traditionally, risk ratios (RRs) are

considered to show a large magnitude if they are less than 0.5

or greater than 2.0. However, ORs overstate the effect size

compared to RRs, especially when initial risk (i.e., the prevalence

of the outcome of interest) is high [49]. Because STH infection is

relatively common, a more conservative threshold was needed for

ORs in order to qualify as a large magnitude of effect.

Evidence quality could also be upgraded or downgraded on the

basis of any unaccounted sources of potential confounding that

would likely have a predictable direction on the effect estimate.

For example, hygiene behaviors are typically over-reported in

surveys, which could reduce the measured strength of effect for

hygiene practices since the exposure group includes those who did

not practice hygiene [50–52].

Due to the breadth of the review, indirectness was not a

common concern, but would be more important for future reviews

that focus on specific populations, settings, or interventions. Dose-

response relationships were assessed by examining studies where

Table 2. Criteria for meta-analysis GRADE assessment.

Criteria Description

Imprecision Caused the evidence quality to be downgraded if the pooled effect estimate’s 95% CI overlapped with the null (i.e., one forodds ratios). In this context, imprecision is synonymous with a pooled estimate being statistically non-significant at the0.05 level. Imprecision is used to downgrade evidence quality because some consumers of reviews (e.g., policymakers andpractitioners) often do not fully understand statistical uncertainty.

Indirectness Did not cause any evidence quality to be downgraded. Our review had a broad scope that aimed to collect a wide array ofevidence exploring different populations and contexts. Traditionally, indirectness refers to issues that may limit thegeneralizability of evidence’s reported results to the review’s specified research question. This could be caused bydifferences in study population, study design, co-interventions, etc.

Inconsistency(i.e., heterogeneity)

Assessed with Moran’s I2 and Cochran’s Q-test [46]. If a study exhibited an I2 value over 50%, there was potential cause forconcern, and the Q-test was also checked for a p-value less than 0.10. Values for I2 over 70% or Q-test p-values lower than0.05 resulted in the downgrading of a body of evidence.

Publication bias Assessed through a visual inspection of funnel plots, though Egger’s test also informed our interpretation [48]. Detectingpublication bias is difficult when dealing with dichotomous outcomes, especially when there is significant between-studyheterogeneity. In such circumstances, the popular Egger’s test is usually inappropriate, with the potential to result in manyfalse positives. For this reason, qualitative funnel plot analysis served as our primary assessment tool, though we alsocomputed Egger’s statistics to inform our judgment. Tests described by Rucker et al. [135] and Peters et al. [136] were alsoconsidered, but not performed.

A large magnitude of effect(also called ‘‘effect size’’)

Could upgrade overall evidence quality if pooled odds ratios were less than 0.33 or greater than 3.0 [41]. The standardcriteria for risk ratios and hazard ratios is that effect estimates be less than 0.5 or greater than 2.0. However, since oddsratios will show a greater magnitude than risk ratios, especially when an outcome is common, a more conservative cut-offvalue is needed. No firm rules have been established in the literature, so we increased the relevant effect size magnitudefor odds ratios by 50%.

Evidence of a dose-responserelationship

Can upgrade evidence quality. Dose-response relationships were assessed by examining studies where exposures werediscretized into ranked categories, e.g., analyzing ‘‘always washes hands’’ versus both ‘‘sometimes’’ and ‘‘never.’’ A dose-response relationship was considered possible if the point estimates improved between the ordinal categories, especiallyif relevant confidence intervals did not overlap.

Potential confounding Can upgrade a body of evidence if there are plausible factors that may be artificially weakening the observed pooledmeasurement. In the case of hygiene, individuals are known to overreport handwashing behaviors, which wouldsystematically lower any apparent benefits. Potential downgrades are also possible, however, especially if establishedconfounding variables are not taken into account by an analysis.

doi:10.1371/journal.pmed.1001620.t002

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exposures were discretized into ranked categories, e.g., analyzing

‘‘always washes hands’’ versus both ‘‘sometimes’’ and ‘‘never.’’ A

dose-response relationship was considered possible if the point

estimates improved between the ordinal categories, especially if

relevant CIs did not overlap. Additional details about the meta-

analysis GRADE criteria are available in Table 2.

Results

Retrieved StudiesThe search yielded a total of 47,589 articles from PubMed

(n = 21,718), Embase (n = 18,188), Web of Knowledge (n = 7,502),

and LILACS (n = 181), with 42,882 unique records. Our PRISMA

flow diagram is available in Figure 1. After reviewing titles and

abstracts, we examined 397 articles more intensively: 264 were

excluded for lacking a relevant effect measure, 30 were excluded

for aggregating non-STH infections in the outcome, and 11 were

excluded for being review or editorial articles (see Tables 3–5 for

included studies and S1 for excluded ones). We contacted 11

authors to obtain additional data [53–60], but only three authors

responded [61–63]. A total of 94 studies ultimately met our

inclusion criteria, yielding over 450 estimates of effect. Retrieved

data included findings from one unpublished investigation [64]

and one publication with information about two related studies

[65].

Most included studies were published in English (n = 86), though

articles in Portuguese (n = 4), Chinese (n = 2), and Spanish (n = 2)

were also included. Studies researched populations in Asia (n = 42),

Figure 1. PRISMA flow diagram.doi:10.1371/journal.pmed.1001620.g001

WASH and STH Meta-Analysis

PLOS Medicine | www.plosmedicine.org 5 March 2014 | Volume 11 | Issue 3 | e1001620

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Ta

ble

3.

List

of

incl

ud

ed

stu

die

sw

ith

auth

ors

A–

F.

Au

tho

r[c

ite

ID],

Ye

ar

-C

ou

ntr

yT

itle

of

Art

icle

Se

ttin

ga

nd

Po

pu

lati

on

Sa

mp

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gn

osi

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eth

od

Ex

po

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Ass

ess

me

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an

dS

tud

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eth

od

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inW

AS

HC

om

po

ne

nts

Ad

just

me

nt

or

Co

ntr

oll

ed

Va

ria

ble

s

Ah

me

d[1

11

],2

01

1-

Mal

aysi

aaT

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rde

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fm

od

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itte

dh

elm

inth

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ctio

ns

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urg

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dfo

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inte

gra

ted

con

tro

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ram

me

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aub

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tric

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ahan

g-S

eko

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rig

inal

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oo

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ildre

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ld

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arad

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est

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nai

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ss-s

ect

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oile

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ate

rso

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e,

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toile

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om

est

ican

imal

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ho

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pu

n[1

13

],2

00

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rmal

in-e

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-ac

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teco

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chn

iqu

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nai

re,

cro

ss-s

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alH

and

was

hin

g,

sho

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wat

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latr

ine

Rac

e,

occ

up

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n,

year

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fe

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on

,p

op

ula

tio

nd

en

sity

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rese

nce

of

tras

hp

itn

ear

ho

me

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rin

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gw

ate

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urc

e,

wat

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tre

atm

en

t,an

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ers

hip

of

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ctri

cal

app

lian

ces

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mu

[13

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20

11

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tran

smit

ted

he

lmin

ths

and

sch

isto

som

am

anso

ni

infe

ctio

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amo

ng

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lch

ildre

nin

Zar

ima

tow

n,

no

rth

we

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me

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sen

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rob

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39

],2

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ang

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5],

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mb

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cial

de

term

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inch

ildre

n7

–1

8m

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ths

old

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ren

7–

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ect

est

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es

ide

nti

fie

d

WASH and STH Meta-Analysis

PLOS Medicine | www.plosmedicine.org 6 March 2014 | Volume 11 | Issue 3 | e1001620

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Ta

ble

3.

Co

nt.

Au

tho

r[c

ite

ID],

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ar

-C

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ntr

yT

itle

of

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icle

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pu

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on

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mp

leS

ize

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gn

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sM

eth

od

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po

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ess

me

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inW

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ahm

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40

],2

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rocc

oA

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ssm

en

to

fth

eh

eal

thh

azar

ds

asso

ciat

ed

wit

hw

aste

wat

er

reu

se:

tran

smis

sio

no

fg

eo

he

lmin

thic

infe

ctio

ns

(Mar

rake

ch,

Mo

rocc

o)

Ch

ildre

n(2

–1

4ye

ars)

ne

arM

arra

kech

,M

oro

cco

61

0Fo

rmo

l-e

the

rco

nce

ntr

atio

nQ

ue

stio

nn

aire

,o

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ion

,cr

oss

-se

ctio

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Sou

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of

wat

er

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eff

ect

est

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ide

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olu

[12

3],

20

02

-N

ige

riaa

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cto

fw

ate

rsu

pp

lyan

dsa

nit

atio

no

nth

ep

reva

len

cean

din

ten

sity

of

Asc

aris

lum

bri

coid

es

amo

ng

pre

-sch

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l-ag

ech

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nin

Aje

ban

de

lean

dIf

ew

ara,

Osu

nSt

ate

,N

ige

ria.

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ban

de

lean

dIf

ew

ara,

two

pe

ri-u

rban

com

mu

nit

ies

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arIle

-Ife

,O

sun

Stat

e,

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eri

a;ch

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nag

ed

0to

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on

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iffe

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te

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od

ifie

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est

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no

tg

ive

n.

Use

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ep

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lect

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ult

iple

reg

ress

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.In

itia

lm

od

el

incl

ud

ed

:vi

llag

e,

wat

er

sou

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,la

trin

ety

pe

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oth

ers

’ag

ean

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du

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Bal

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[13

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ors

for

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ral

and

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-urb

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ang

,tw

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ativ

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of

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ce;

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om

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ge

1,2

98

Kat

o-K

atz

Qu

est

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nai

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ss-s

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and

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Vill

age

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,so

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-e

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nta

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alo

wn

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hip

,w

ash

ing

han

ds

w/s

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be

fore

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ing

/af

ter

de

feca

tin

g

Bar

reto

[14

2],

20

10

-B

razi

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pac

to

fa

city

wid

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nit

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np

rog

ram

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ort

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ast

Bra

zil

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sin

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inyo

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on

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or,

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zil

1,9

20

Kat

o-K

atz

Qu

est

ion

nai

re,

ob

serv

atio

n,

cro

ss-s

ect

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al

Re

gu

lari

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ate

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pp

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ien

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eh

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fere

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able

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ep

en

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ud

e:

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ety

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,re

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tyo

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ate

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ly,

abse

nce

of

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bis

hd

um

ps,

pav

ed

road

/si

de

wal

k,h

ygie

ne

be

hav

ior,

ind

oo

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ilet,

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en

sew

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ne

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ou

seh

old

exc

reta

dis

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ith

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mse

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ect

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s

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ual

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[14

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07

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tal

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no

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–2

00

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n(,

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om

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od

el

un

cle

ar

WASH and STH Meta-Analysis

PLOS Medicine | www.plosmedicine.org 7 March 2014 | Volume 11 | Issue 3 | e1001620

Page 8: Water, Sanitation, Hygiene, and Soil-Transmitted Helminth ... · Water, Sanitation, Hygiene, and Soil-Transmitted Helminth Infection: A Systematic Review and Meta-Analysis Eric C

Ta

ble

3.

Co

nt.

Au

tho

r[c

ite

ID],

Ye

ar

-C

ou

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itle

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icle

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nd

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pu

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on

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mp

leS

ize

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gn

osi

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od

Ex

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sure

Ass

ess

me

nt

an

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tud

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AS

HC

om

po

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nts

Ad

just

me

nt

or

Co

ntr

oll

ed

Va

ria

ble

s

Be

lo[1

44

],2

00

5-

Sao

To

me

and

Prı

nci

pe

Pre

vale

nce

,b

eh

avio

ura

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dso

cial

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ors

asso

ciat

ed

wit

hSc

his

toso

ma

inte

rcal

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man

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eo

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lmin

thin

fect

ion

sin

Sao

To

me

and

Pri

nci

pe

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ree

pri

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ho

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man

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nal

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en

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ed

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[70

],2

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Eth

iop

iaa

Pre

vale

nce

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risk

fact

ors

for

soil-

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smit

ted

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ers

and

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irin

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tajir

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pu

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ed

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ts9

08

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ol-

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me

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d

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nai

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apu

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en

ce,

age

,d

om

est

ican

imal

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ing

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er

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ri[7

6],

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13

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du

cati

on

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kag

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Pre

ven

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orm

Infe

ctio

ns

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ese

Sch

oo

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ral

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0%

qu

alit

yco

ntr

ol

Exp

eri

me

nta

l,lo

ng

itu

din

alH

and

was

hin

gC

lust

eri

ng

,sc

ho

ol

gra

de

leve

l,se

x

Car

ne

iro

[14

5],

20

02

-B

razi

lT

he

risk

of

Asc

aris

lum

bri

coid

es

infe

ctio

nin

child

ren

asan

en

viro

nm

en

tal

he

alth

ind

icat

or

tog

uid

ep

reve

nti

veac

tivi

tie

sin

Cap

arao

’an

dA

lto

Cap

arao

’,B

razi

l

Ru

ral

mu

nic

ipal

itie

so

fC

apar

aoan

dA

lto

Cap

arao

,in

Min

asG

era

is,

Bra

zil;

Ch

ildre

nu

nd

er

14

year

so

fag

e

76

0K

ato

-Kat

zQ

ue

stio

nn

aire

,cr

oss

-se

ctio

nal

San

itat

ion

ind

ex,

hyg

ien

ein

de

x,w

ate

rin

was

hb

asin

Cro

wd

ing

,w

ate

rin

was

hb

asin

,sa

nit

atio

nin

de

x,h

ygie

ne

ind

ex,

age

,so

cio

eco

no

mic

ind

ex

Ch

on

gsu

viva

two

ng

[65

],1

99

6-

Th

aila

nd

aP

red

icto

rsfo

rth

eri

sko

fh

oo

kwo

rmin

fect

ion

:e

xpe

rie

nce

fro

me

nd

em

icvi

llag

es

inso

uth

ern

Th

aila

nd

On

evi

llag

e;

All

age

gro

up

s(o

ver

6ye

ars

old

)

24

5K

ato

-Kat

zQ

ue

stio

nn

aire

,o

bse

rvat

ion

s,cr

oss

-se

ctio

nal

Sho

es,

latr

ine

avai

lab

ility

Edu

cati

on

,in

com

ele

vel,

loca

tio

nin

villa

ge

,n

um

be

ro

fh

ou

ses

w/i

n2

0m

,la

trin

e,

we

arin

gsh

oe

so

uts

ide

Ch

on

gsu

viva

two

ng

[65

],1

99

6-

Th

aila

nd

aP

red

icto

rsfo

rth

eri

sko

fh

oo

kwo

rmin

fect

ion

:e

xpe

rie

nce

fro

me

nd

em

icvi

llag

es

inso

uth

ern

Th

aila

nd

Th

ree

villa

ge

s;A

llag

eg

rou

ps

(ove

r6

year

so

ld)

45

6K

ato

-Kat

zQ

ue

stio

nn

aire

,o

bse

rvat

ion

s,cr

oss

-se

ctio

nal

Sho

es,

latr

ine

avai

lab

ility

Edu

cati

on

,in

com

ele

vel,

loca

tio

nin

villa

ge

,n

um

be

ro

fh

ou

ses

w/i

n2

0m

,la

trin

e,

we

arin

gsh

oe

so

uts

ide

Co

rral

es

[12

4],

20

06

-El

Salv

ado

raA

sso

ciat

ion

be

twe

en

inte

stin

alp

aras

itic

infe

ctio

ns

and

typ

eo

fsa

nit

atio

nsy

ste

min

rura

lEl

Salv

ado

r

Eig

ht

rura

lan

dse

mi-

urb

anco

mm

un

itie

sin

the

stat

es

of

LaLi

be

rtad

and

LaP

az,

ElSa

lvad

or;

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ads

of

ho

use

ho

lds

12

7Ev

erg

ree

nSc

ien

tifi

cFe

cal

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asit

eC

on

cen

trat

or

kit

Qu

est

ion

nai

re,

cro

ss-

sect

ion

alLa

trin

ety

pe

Ho

use

ho

ldcl

ust

eri

ng

,ag

e,

anth

elm

inti

cm

ed

sin

pas

t3

mo

nth

s,h

avin

gd

irt

flo

or,

ow

nin

gp

igs

WASH and STH Meta-Analysis

PLOS Medicine | www.plosmedicine.org 8 March 2014 | Volume 11 | Issue 3 | e1001620

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Ta

ble

3.

Co

nt.

Au

tho

r[c

ite

ID],

Ye

ar

-C

ou

ntr

yT

itle

of

Art

icle

Se

ttin

ga

nd

Po

pu

lati

on

Sa

mp

leS

ize

Dia

gn

osi

sM

eth

od

Ex

po

sure

Ass

ess

me

nt

an

dS

tud

yM

eth

od

Ma

inW

AS

HC

om

po

ne

nts

Ad

just

me

nt

or

Co

ntr

oll

ed

Va

ria

ble

s

Cu

nd

ill[6

7],

20

11

-B

razi

lR

ate

san

din

ten

sity

of

re-i

nfe

ctio

nw

ith

hu

man

he

lmin

ths

afte

rtr

eat

me

nt

and

the

infl

ue

nce

of

ind

ivid

ual

,h

ou

seh

old

,an

de

nvi

ron

me

nta

lfa

cto

rsin

aB

razi

lian

com

mu

nit

y

Am

eri

can

inh

as,

Min

asG

era

isSt

ate

;In

div

idu

als

age

do

ver

5ye

ars

64

2K

ato

-Kat

zan

dfo

rmal

ine

the

rQ

ue

stio

nn

aire

,lo

ng

itu

din

alW

ate

rso

urc

e,

latr

ine

Par

en

tal

ed

uca

tio

nle

vel,

ele

ctri

city

acce

ss

Du

mb

a[8

6],

20

13

-U

gan

da

De

sig

nan

dim

ple

me

nta

tio

no

fp

arti

cip

ato

ryh

ygie

ne

and

san

itat

ion

tran

sfo

rmat

ion

(PH

AST

)as

ast

rate

gy

toco

ntr

ol

soil-

tran

smit

ted

he

lmin

thin

fect

ion

sin

Luw

ee

ro,

Ug

and

a

Ch

ildre

nin

19

villa

ge

sar

ou

nd

Luw

ee

ro,

Ug

and

a5

58

Kat

o-K

atz

Ass

ign

me

nt,

qu

est

ion

nai

re,

exp

eri

me

nta

l

PH

AST

inte

rve

nti

on

(par

tici

pat

ory

hyg

ien

e/s

anit

atio

ntr

ansf

orm

atio

n)

Mu

ltiv

aria

ble

mo

de

ling

use

dfo

ro

ne

par

to

fst

ud

y,in

clu

de

dm

ain

ten

ance

con

dit

ion

of

ho

use

ho

ld,

leve

lo

fe

du

cati

on

Ellis

[14

6],

20

07

-C

hin

aFa

mili

alag

gre

gat

ion

of

hu

man

susc

ep

tib

ility

toco

-an

dm

ult

iple

he

lmin

thin

fect

ion

sin

ap

op

ula

tio

nfr

om

the

Po

yan

gLa

kere

gio

n,

Ch

ina

Five

villa

ge

sin

Po

yan

gLa

kere

gio

n,

Jian

gxi

Pro

vin

ce;

Ind

ivid

ual

sag

ed

ove

r5

year

s

3,6

82

Kat

o-K

atz

(du

plic

ate

)Q

ue

stio

nn

aire

,cr

oss

-se

ctio

nal

Wat

er

con

tact

No

adju

ste

dW

ASH

eff

ect

est

imat

es

ide

nti

fie

d

Ensi

nk

[14

7],

20

05

-P

akis

tan

Hig

hri

sko

fh

oo

kwo

rmin

fect

ion

amo

ng

was

tew

ate

rfa

rme

rsin

Pak

ista

n

Mal

es

invo

lve

din

farm

ing

wit

hw

aste

wat

er

or

reg

ula

rw

ate

ro

rin

text

ilew

ork

and

the

irch

ildre

n(2

–1

2ye

ars)

inFa

isal

abad

,P

akis

tan

1,7

04

Form

olin

-eth

er

con

cen

trat

ion

Qu

est

ion

nai

re,

ob

serv

atio

n,

cro

ss-

sect

ion

al

Typ

eo

fw

ate

rsu

pp

ly,

toile

t,w

ear

ing

sho

es

To

ilet,

ho

use

con

stru

ctio

n,

typ

eo

fw

ate

rsu

pp

ly

Faro

ok

[14

8],

20

02

-In

dia

Inte

stin

alH

elm

inth

icIn

fest

atio

ns

amo

ng

Tri

bal

Po

pu

lati

on

so

fK

ott

oo

ran

dA

chan

kovi

lA

reas

inK

era

la(I

nd

ia)

Ko

tto

or

and

Acb

anko

vil;

All

age

gro

up

s2

58

Form

ol-

eth

er

sed

ime

nta

tio

nte

chn

iqu

eQ

ue

stio

nn

aire

,cr

oss

-se

ctio

nal

Pro

pe

rh

and

was

hin

gN

oad

just

ed

WA

SHe

ffe

cte

stim

ate

sid

en

tifi

ed

Ferr

eir

a[1

49

],2

00

0-

Bra

zil

Secu

lar

tre

nd

sin

child

inte

stin

alp

aras

itic

dis

eas

es

inS.

Pau

loci

ty,

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zil

(19

84

–1

99

6)

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Pao

loh

ou

seh

old

s;ch

ildre

n(0

–5

year

so

ld)

inSa

oP

aulo

1,0

44

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ime

nta

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chn

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es,

un

stai

ne

dan

dLu

go

l-st

ain

ed

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est

ion

nai

re,

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git

ud

inal

Imp

rove

dsa

nit

atio

nA

ge

,ye

aro

fsu

rve

y,an

dm

ate

rnal

ed

uca

tio

n(o

r,al

tern

ativ

ely

,p

er

cap

ita

inco

me

),h

ou

sin

gco

nd

itio

ns,

acce

ssto

he

alth

serv

ice

s

Fon

seca

[11

9],

20

10

-B

razi

laP

reva

len

cean

dfa

cto

rsas

soci

ate

dw

ith

ge

oh

elm

inth

infe

ctio

ns

inch

ildre

nliv

ing

inm

un

icip

alit

ies

wit

hlo

wH

DI

inN

ort

han

dN

ort

he

ast

Bra

zil

Te

nB

razi

lian

mu

nic

ipal

itie

sw

ith

low

hu

man

de

velo

pm

en

tin

dic

es

(HD

I);

Ch

ildre

n

2,5

23

Kat

o-K

atz

and

Sed

ime

nta

tio

nQ

ue

stio

nn

aire

,cr

oss

-se

ctio

nal

Imp

rove

dw

ate

rM

ate

rnal

ed

uca

tio

n,

fam

ilyin

com

e,

pre

sen

ceo

fg

arb

age

ne

arh

om

e,

ho

use

ho

ldcr

ow

din

g,

urb

an/r

ura

l,g

en

de

r(v

arie

dd

ep

en

din

go

nw

orm

ou

tco

me

)

WASH and STH Meta-Analysis

PLOS Medicine | www.plosmedicine.org 9 March 2014 | Volume 11 | Issue 3 | e1001620

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Africa (n = 29), and the Americas (n = 23). Studies investigated

access and practices relating to water (n = 56), sanitation (n = 79),

and hygiene (n = 53) (Figure 2); the most commonly explored were

access to sanitation (n = 63), access to water (n = 45), handwashing

(n = 30), and wearing shoes (n = 27). Studies reported investigating

infection with A. lumbricoides (n = 69), T. trichiura (n = 60), hookworm

(n = 63), S. stercoralis (n = 12), and any STH collectively (n = 52).

Tables 6 and 7 illustrate the number of articles in which both

specific WASH components and helminth infections were

investigated.

Of 94 studies, 89 were observational: 75 used a cross-sectional

epidemiologic design, 13 were prospective, and the remaining was

a case-control study. Most studies investigated multiple potential

risk factors for STH infection. Exposure status for WASH access

and practices was typically determined through self-report,

although 15 studies also used some form of observation to validate

self-reported information. All included studies reported the

diagnostic method used to assess helminth infection, with the

Kato-Katz technique most frequently mentioned (n = 63). To

assess the independent effect of WASH components on STH

infection, authors typically used multiple regression analysis

(n = 68), though adjusted effect estimates were often not reported

for WASH covariates if they were not statistically significant. Not

all multivariable models were reported with a full list of included

covariates either. Slightly more than one-third of the studies

(n = 33) reported at least one non-significant adjusted effect

estimate. Study bias assessment is presented in Table S2. Meta-

analysis results are available in Table 8 and grades summarized in

Table 9.

WaterWater-related access and practices were generally associated

with lower odds of STH infection. We conducted meta-analyses to

examine the association of piped water access and use of treated

water on STH infection. Using treated water (filtered or boiled)

was associated with lower likelihood of having any STH infection

(k = 3, OR 0.46, 95% CI 0.36–0.60). The quality of evidence for

the analysis was low, as all three studies were observational

(Figure 3). Use of piped water was not associated with STH

infection in general (k = 5, OR 0.93, 95% CI 0.28–3.11). The

quality of evidence for the pooled estimate was very low due to

high heterogeneity (I2 = 98.6%, 95% CI 98%–99%, Q p-value,

0.01) among the studies (Figure 4). The heterogeneity could have

stemmed from multiple factors, as the five studies shared few

methodological characteristics. Use of piped water was associated

with reduced likelihood of A. lumbricoides infection (k = 4, OR 0.40,

95% CI 0.39–0.41) and T. trichiura infection (k = 3, OR 0.57, 95%

CI 0.45–0.72). Evidence quality for these two meta-analyses was

low, based on four studies and three studies respectively (Figures 5

and 6). We did not find a sufficient number of studies to conduct a

similar meta-analysis for hookworm infection, although Nasr and

colleagues found a significantly lower adjusted odds of infection

(OR 0.59, 95% CI 0.34–0.91) for Malaysian children with access

to piped water [66]. Other researchers found no statistically

significant associations between piped water access and hookworm

infection [67,68].

Other water-related exposures for STH infection were reported

in the literature, but not with sufficient frequency for meta-

analyses. In one study examining storage of water, Quintero and

colleagues found a significantly higher adjusted odds of T. trichiura

infection for Venezuelan children and adults collecting water in

‘‘inappropriate’’ receptacles (OR 1.12, 95% CI 1.09–1.15) [69].

Limited evidence also was retrieved on the influence of water

source location; Belyhun and colleagues [70] found a beneficial

Ta

ble

3.

Co

nt.

Au

tho

r[c

ite

ID],

Ye

ar

-C

ou

ntr

yT

itle

of

Art

icle

Se

ttin

ga

nd

Po

pu

lati

on

Sa

mp

leS

ize

Dia

gn

osi

sM

eth

od

Ex

po

sure

Ass

ess

me

nt

an

dS

tud

yM

eth

od

Ma

inW

AS

HC

om

po

ne

nts

Ad

just

me

nt

or

Co

ntr

oll

ed

Va

ria

ble

s

Fre

em

an[2

7],

20

13

-K

en

yaT

he

imp

act

of

asc

ho

ol-

bas

ed

hyg

ien

e,

wat

er

qu

alit

y,an

dsa

nit

atio

nin

terv

en

tio

no

nso

il-tr

ansm

itte

dh

elm

inth

rein

fect

ion

:a

clu

ste

r-ra

nd

om

ize

dtr

ial

40

go

vern

me

nt

pri

mar

ysc

ho

ols

inN

yan

zaP

rovi

nce

;sc

ho

ol-

age

child

ren

,7

–1

3ye

ars

old

3,1

20

Kat

o-K

atz

w/q

ual

ity

con

tro

lEx

pe

rim

en

tal,

lon

git

ud

inal

Inte

gra

ted

WA

SHin

terv

en

tio

nC

lust

eri

ng

,b

ase

line

infe

ctio

n

aSt

ud

ies

con

trib

ute

dto

am

eta

-an

alys

is.

do

i:10

.13

71

/jo

urn

al.p

me

d.1

00

16

20

.t0

03

WASH and STH Meta-Analysis

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Ta

ble

4.

List

of

incl

ud

ed

stu

die

sw

ith

auth

ors

G–

M.

Au

tho

r[c

ite

ID],

Ye

ar

-C

ou

ntr

yT

itle

of

Art

icle

Se

ttin

ga

nd

Po

pu

lati

on

Sa

mp

leS

ize

Dia

gn

osi

sM

eth

od

Ex

po

sure

Ass

ess

me

nt

an

dS

tud

yM

eth

od

Ma

inW

AS

HC

om

po

ne

nts

Ad

just

me

nt

or

Co

ntr

oll

ed

Va

ria

ble

s

Ge

issl

er

[15

0],

19

98

-K

en

yaG

eo

ph

agy

asa

risk

fact

or

for

ge

oh

elm

inth

infe

ctio

ns:

Alo

ng

itu

din

alst

ud

yo

fK

en

yan

pri

mar

ysc

ho

olc

hild

ren

Ch

ildre

n(s

tan

dar

ds

5–

6)

20

0K

ato

-Kat

zQ

ue

stio

nn

aire

,ve

rifi

ed

,p

rosp

ect

ive

coh

ort

Ge

op

hag

y,h

avin

gto

ilet

ath

om

eN

oad

just

ed

WA

SHe

ffe

cte

stim

ate

sid

en

tifi

ed

Glic

kman

[15

1],

19

99

-G

uin

ea

Ne

mat

od

ein

test

inal

par

asit

es

of

child

ren

inru

ral

Gu

ine

a,A

fric

a:P

reva

len

cean

dre

lati

on

ship

tog

eo

ph

agia

Ch

ildre

n(1

–1

8ye

ars)

fro

mru

ral

Gu

ine

a,A

fric

a2

86

Dir

ect

sme

aran

dce

ntr

ifu

gal

flo

tati

on

wit

hsu

gar

solu

tio

n

Qu

est

ion

nai

re,

cro

ss-s

ect

ion

alSo

urc

eo

fd

rin

kin

gw

ate

r,sa

nit

ary

faci

litie

s,g

eo

ph

agia

Ag

e,

sex

Gu

naw

ard

en

a[1

30

],2

00

4-

Sri

Lan

kaa

Soci

o-e

con

om

ican

db

eh

avio

ura

lfa

cto

rsaf

fect

ing

the

pre

vale

nce

of

Asc

aris

infe

ctio

nin

alo

w-c

ou

ntr

yte

ap

lan

tati

on

inSr

iLa

nka

Mal

ibo

da

est

ate

pla

nta

tio

n(l

ow

cou

ntr

y,,

27

5m

abo

vese

ale

vel)

;T

ea

pla

nt

wo

rke

rs,

2–

50

year

s(m

ed

ian

=1

3ye

ars)

17

6K

ato

-Kat

zQ

ue

stio

nn

aire

,cr

oss

-se

ctio

nal

Was

hin

gh

and

s,b

oili

ng

wat

er

Full,

fin

alm

od

el

no

tp

rovi

de

d.

Use

dst

ep

-wis

eva

riab

lese

lect

ion

inre

gre

ssio

n.

Th

efo

llow

ing

vari

able

sw

ere

en

tere

din

toth

ein

itia

lm

od

el:

age

,g

en

de

r,liv

ing

qu

arte

rs,

ed

uca

tio

nal

stat

us

and

mo

nth

lyin

com

eo

fe

ach

sub

ject

,av

aila

bili

tyo

fsa

nit

ary

faci

litie

s,w

ate

rsu

pp

lyso

urc

e,

use

of

bo

iled

wat

er,

han

dw

ash

ing

be

hav

ior,

and

cle

anlin

ess

of

eac

hsu

bje

ct’s

ho

use

and

imm

ed

iate

en

viro

nm

en

t.

Gu

naw

ard

en

a[1

52

],2

00

5-

Sri

Lan

kaEf

fect

so

fcl

imat

ic,

soci

o-

eco

no

mic

and

be

hav

iou

ral

fact

ors

on

the

tran

smis

sio

no

fh

oo

kwo

rm(N

eca

tor

am

eric

an

us)

on

two

low

-co

un

try

pla

nta

tio

ns

inSr

iLa

nka

Th

e‘‘l

ow

cou

ntr

y’’

Mal

ibo

da

and

Ayr

pla

nta

tio

ns;

2–

74

year

so

ld

47

7K

ato

-Kat

zQ

ue

stio

nn

aire

,o

bse

rvat

ion

s,Lo

ng

itu

din

alW

ash

ing

be

hav

ior,

toile

tO

ccu

pat

ion

,le

vel

of

ed

uca

tio

n,

toile

tav

aila

bili

ty,

usa

ge

,lo

cati

on

,w

ate

rso

urc

e,

use

of

foo

twe

ar,

pla

yin

gw

ith

mu

d(i

fch

ild),

cle

anlin

ess

of

ho

me

en

viro

nm

en

t

Gu

naw

ard

en

a[1

53

],2

01

1-

Sri

Lan

kaSo

il-T

ran

smit

ted

He

lmin

thIn

fect

ion

sam

on

gP

lan

tati

on

Sect

or

Sch

oo

lch

ildre

nin

Sri

Lan

ka:

Pre

vale

nce

afte

rT

en

Ye

ars

of

Pre

ven

tive

Ch

em

oth

era

py

Nu

war

aEl

iya,

Bad

ulla

,K

eg

alle

,R

atn

apu

ra,

and

Kan

dy.

Th

ese

five

dis

tric

tsar

ece

ntr

ally

loca

ted

inth

eso

uth

ern

hal

fo

fSr

iLa

nka

;Sc

ho

ol

child

ren

(gra

de

4)

1,8

90

Kat

o-K

atz

Qu

est

ion

nai

re,

cro

ss-s

ect

ion

alB

ett

er

ho

use

ho

ldsa

nit

atio

n,

asre

fle

cte

db

ya

latr

ine

sco

reo

f7

4o

rm

ore

Alt

itu

de

,ti

me

sin

cela

stsc

ho

ol

san

itar

yin

spe

ctio

n,

mo

the

r’s

ed

uca

tio

n,

latr

ine

sco

re,

ge

nd

er

Gu

o-F

ei

[15

4],

20

11

-C

hin

aA

nal

ysis

of

infl

ue

nci

ng

fact

ors

of

Tri

chu

ris

tric

hiu

rain

fect

ion

ind

em

on

stra

tio

np

lots

of

com

pre

he

nsi

veco

ntr

ol

of

par

asit

icd

ise

ase

s

De

mo

nst

rati

on

plo

tsin

mu

ltip

lere

gio

ns,

incl

ud

ing

An

hu

i,Ji

ang

xi,

Hu

nan

,G

uan

gxi

,H

ain

an,

Sich

uan

,G

uiz

ho

u,

Yu

nn

an;

Un

cle

ar

Kat

o-K

atz

Qu

est

ion

nai

res,

cro

ss-s

ect

ion

alN

um

ero

us

Ag

ricu

ltu

ral

acti

vity

,co

nsu

mp

tio

no

fra

wve

ge

tab

les,

pre

vio

us

anth

elm

inti

ctr

eat

me

nt;

cou

ldal

soh

ave

incl

ud

ed

sex,

age

,re

gio

n,

ed

uca

tio

nle

vel

WASH and STH Meta-Analysis

PLOS Medicine | www.plosmedicine.org 11 March 2014 | Volume 11 | Issue 3 | e1001620

Page 12: Water, Sanitation, Hygiene, and Soil-Transmitted Helminth ... · Water, Sanitation, Hygiene, and Soil-Transmitted Helminth Infection: A Systematic Review and Meta-Analysis Eric C

Ta

ble

4.

Co

nt.

Au

tho

r[c

ite

ID],

Ye

ar

-C

ou

ntr

yT

itle

of

Art

icle

Se

ttin

ga

nd

Po

pu

lati

on

Sa

mp

leS

ize

Dia

gn

osi

sM

eth

od

Ex

po

sure

Ass

ess

me

nt

an

dS

tud

yM

eth

od

Ma

inW

AS

HC

om

po

ne

nts

Ad

just

me

nt

or

Co

ntr

oll

ed

Va

ria

ble

s

Gyo

rko

s[1

55

],2

01

1-

Pe

ruEx

plo

rin

gd

ete

rmin

ants

of

ho

okw

orm

infe

ctio

nin

Pe

ruvi

ansc

ho

olc

hild

ren

usi

ng

ag

en

de

ran

alys

is

Pri

mar

ysc

ho

ols

inB

ele

n,

Pe

ru;

Gra

de

5ch

ildre

n9

27

Kat

o-K

atz

Qu

est

ion

nai

re,

cro

ss-s

ect

ion

alSh

oe

s,im

pro

ved

wat

er

Dir

tyfi

ng

ern

ails

,p

rese

nce

of

po

tab

lew

ate

rat

ho

me

,we

arin

gsh

oe

s

Gyo

rko

s[7

7],

20

13

-P

eru

Imp

act

of

He

alth

Edu

cati

on

on

Soil-

Tra

nsm

itte

dH

elm

inth

Infe

ctio

ns

inSc

ho

olc

hild

ren

of

the

Pe

ruvi

anA

maz

on

:A

Clu

ste

r-R

and

om

ize

dC

on

tro

lled

Tri

al

Gra

de

5sc

ho

olc

hild

ren

inP

eru

vian

Am

azo

n1

,08

9K

ato

-Kat

zA

ssig

nm

en

t,q

ue

stio

nn

aire

,e

xpe

rim

en

tal

Hyg

ien

ee

du

cati

on

inte

rve

nti

on

Clu

ste

rin

g,

age

,se

x,SE

Sst

atu

s,p

rese

nce

of

run

nin

gw

ate

rin

the

ho

me

,b

ase

line

valu

es

of

ou

tco

me

me

asu

res

(e.g

.,b

ase

line

STH

valu

es,

bas

elin

ekn

ow

led

ge

valu

es)

,tim

eo

fye

aro

fb

ase

line

visi

t,le

ng

tho

ffo

llow

-up

Hab

bar

i[1

56

],2

00

1-

Mo

rocc

oG

eo

he

lmin

thic

infe

ctio

ns

asso

ciat

ed

wit

hra

ww

aste

wat

er

reu

sefo

rag

ricu

ltu

ral

pu

rpo

ses

inB

en

i-M

ella

l,M

oro

cco

Stu

de

nts

(7–

14

)at

ten

din

gp

rim

ary

sch

oo

lin

Be

ni

Mal

lal,

Mo

rocc

o

1,9

99

Form

ald

eh

yde

-eth

er

Qu

est

ion

nai

re,

cro

ss-s

ect

ion

alSo

urc

eo

fw

ate

r,to

ilet

ath

om

e,

han

d-w

ash

ing

No

adju

ste

dW

ASH

eff

ect

est

imat

es

ide

nti

fie

d

Hal

l[7

2],

19

94

-B

ang

lad

esh

Stro

ng

ylo

ides

ster

cora

lisin

anu

rban

slu

mco

mm

un

ity

inB

ang

lad

esh

:fa

cto

rsin

de

pe

nd

en

tly

asso

ciat

ed

wit

hin

fect

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ansl

um

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hak

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rth

an1

year

88

0Et

he

rse

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en

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on

tech

niq

ue

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est

ion

nai

re,

lon

git

ud

inal

San

itat

ion

,w

ate

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urc

e,

soil

No

adju

ste

dW

ASH

eff

ect

est

imat

es

ide

nti

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d

Hal

pe

nn

y[1

57

],2

01

3-

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ama

Re

gio

nal

,H

ou

seh

old

and

Ind

ivid

ual

Fact

ors

that

Infl

ue

nce

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nsm

itte

dH

elm

inth

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infe

ctio

nD

ynam

ics

inP

resc

ho

ol

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ildre

nfr

om

Ru

ral

Ind

ige

no

us

Pan

ama

Th

eco

mar

caN

gab

e-

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gle

,a

sem

i-au

ton

om

ou

sp

olit

ical

reg

ion

;ch

ildre

nfr

om

0–

48

mo

nth

so

fag

e

35

6FL

OT

AC

and

Kat

o-K

atz

Qu

est

ion

nai

re,

lon

git

ud

inal

San

itat

ion

Clu

ste

rin

g,

oth

er

cova

riat

es

de

pe

nd

ed

on

wo

rmo

utc

om

e,

bu

tco

uld

incl

ud

eh

ou

seh

old

de

nsi

ty,

child

HA

Zsc

ore

,m

ate

rnal

ed

uca

tio

n

He

nry

[15

8],

19

88

-St

.Lu

cia

Re

infe

ctio

nw

ith

Asc

aris

lum

bri

coid

es

afte

rch

em

oth

era

py:

aco

mp

arat

ive

stu

dy

inth

ree

villa

ge

sw

ith

vary

ing

san

itat

ion

Ch

ildre

n(0

–3

6m

on

ths)

fro

mSt

.Lu

cia

21

9Fo

rmo

l-e

the

rco

nce

ntr

atio

nQ

ue

stio

nn

aire

,o

bse

rvat

ion

,p

rosp

ect

ive

coh

ort

Hav

ing

pip

ed

wat

er,

hav

ing

aw

ate

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ale

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ilet

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ste

dW

ASH

eff

ect

est

imat

es

ide

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fie

d

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ayah

[12

2],

19

97

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alay

siaa

Soci

o-e

nvi

ron

me

nta

lp

red

icto

rso

fso

il-tr

ansm

itte

dh

elm

inth

iasi

sin

aru

ral

com

mu

nit

yin

Mal

aysi

a

Bac

ho

k;ch

ildre

n3

63

Form

ol-

eth

er

me

tho

dQ

ue

stio

nn

aire

,cr

oss

-se

ctio

nal

Hyg

ien

e,

ind

iscr

imin

ate

de

feca

tio

nA

ge

,lo

cati

on

of

ho

use

ho

ld

Ho

hm

ann

[80

],2

00

1-

Lao

PD

Ra

Re

lati

on

ship

of

inte

stin

alp

aras

ite

sto

the

en

viro

nm

en

tan

dto

be

hav

iora

lfa

cto

rsin

child

ren

inth

eB

olik

ham

xay

pro

vin

ceo

fLa

oP

DR

Bo

likh

amxa

yp

rovi

nce

;ch

ildre

nag

ed

be

low

15

year

s

70

9K

ato

-Kat

zQ

ue

stio

nn

aire

,cr

oss

-se

ctio

nal

Was

hin

gh

and

sM

ou

nta

ino

us

reg

ion

,ag

e,

mat

eri

alp

oss

ess

ion

s,cl

ean

ing

afte

rd

efe

cati

on

WASH and STH Meta-Analysis

PLOS Medicine | www.plosmedicine.org 12 March 2014 | Volume 11 | Issue 3 | e1001620

Page 13: Water, Sanitation, Hygiene, and Soil-Transmitted Helminth ... · Water, Sanitation, Hygiene, and Soil-Transmitted Helminth Infection: A Systematic Review and Meta-Analysis Eric C

Ta

ble

4.

Co

nt.

Au

tho

r[c

ite

ID],

Ye

ar

-C

ou

ntr

yT

itle

of

Art

icle

Se

ttin

ga

nd

Po

pu

lati

on

Sa

mp

leS

ize

Dia

gn

osi

sM

eth

od

Ex

po

sure

Ass

ess

me

nt

an

dS

tud

yM

eth

od

Ma

inW

AS

HC

om

po

ne

nts

Ad

just

me

nt

or

Co

ntr

oll

ed

Va

ria

ble

s

Hu

at[1

59

],2

01

2-

Mal

aysi

aP

reva

len

cean

dR

isk

Fact

ors

of

Inte

stin

alH

elm

inth

Infe

ctio

nA

mo

ng

Ru

ral

Mal

ayC

hild

ren

Be

ris

Lala

ng

,a

rura

lM

usl

imco

mm

un

ity;

child

ren

7–

9ye

ars

old

79

Salin

ew

et

mo

un

tin

gte

chn

iqu

eQ

ue

stio

nn

aire

,cr

oss

-se

ctio

nal

Eati

ng

raw

sala

dB

MI,

mo

the

r’s

ed

uca

tio

nle

vel

Hu

gh

es

[73

],2

00

4-

Pac

ific

Isla

nd

saEn

viro

nm

en

tal

infl

ue

nce

so

nh

elm

inth

iasi

san

dn

utr

itio

nal

stat

us

amo

ng

Pac

ific

sch

oo

lch

ildre

n

27

pri

mar

ysc

ho

ols

in1

3P

acif

icIs

lan

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un

trie

s;P

rim

ary

sch

oo

lch

ildre

n,

age

d5

–1

2ye

ars

1,9

96

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o-K

atz

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est

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nai

re,

ob

serv

atio

ns,

cro

ss-s

ect

ion

al

Wat

er

sup

ply

,so

apav

aila

ble

,sa

nit

atio

nfa

cilit

ies

(man

yco

vari

ate

s)

All

est

imat

es

age

,se

x,n

utr

itio

nal

stat

us

and

sch

oo

l/cl

ust

er.

Hu

mp

hri

es

[13

2],

20

11

-G

han

aaEp

ide

mio

log

yo

fH

oo

kwo

rmIn

fect

ion

inK

inta

mp

oN

ort

hM

un

icip

alit

y,G

han

a:P

atte

rns

of

Mal

aria

Co

infe

ctio

n,

An

em

ia,

and

Alb

en

daz

ole

Tre

atm

en

tFa

ilure

Fou

rco

mm

un

itie

sin

Kin

tam

po

No

rth

Mu

nic

ipal

ity:

Jato

-Aku

raa

(JA

),C

he

ran

da

(C),

Kaw

amp

e(K

A),

and

Gu

lum

pe

(GU

);st

ud

yre

sult

sin

clu

de

on

lyth

ose

.1

5ye

ars

old

(ad

ult

s)

12

6K

ato

-Kat

zQ

ue

stio

nn

aire

,cr

oss

-se

ctio

nal

Latr

ine

use

,sh

oe

sA

ge

,g

en

de

r,an

dco

mm

un

ity.

Ivan

[11

6],

20

13

-R

wan

daa

He

lmin

thic

infe

ctio

ns

rate

san

dm

alar

iain

HIV

-in

fect

ed

pre

gn

ant

wo

me

no

nan

ti-r

etr

ovi

ral

the

rap

yin

Rw

and

a

HIV

-po

siti

vep

reg

nan

tw

om

en

98

0K

ato

-Kat

zQ

ue

stio

nn

aire

,cr

oss

-se

ctio

nal

Wat

er

sou

rce

,sh

oe

we

arin

g,

was

hin

gh

and

saf

ter

de

feca

tio

n

AR

T,

em

plo

yme

nt,

han

dw

ash

ing

,C

D4

cou

nt

Jira

anan

kul

[13

3],

20

11

-T

hai

lan

da

Inci

de

nce

and

Ris

kFa

cto

rso

fH

oo

kwo

rmIn

fect

ion

ina

Ru

ral

Co

mm

un

ity

of

Ce

ntr

alT

hai

lan

d

Tu

ng

sor

Ho

ng

saco

mm

un

ity,

Ch

ach

oe

ng

sao

Pro

vin

ce,

22

8km

eas

to

fB

ang

kok,

Th

aila

nd

;al

lag

es

58

5K

ato

-Kat

z,w

ate

r-e

thyl

ace

tate

sed

ime

nta

tio

nte

chn

iqu

e

Qu

est

ion

nai

re,

lon

git

ud

inal

Latr

ine

use

,sh

oe

s,w

ash

ing

han

ds

Ag

e,

rais

ing

cats

or

bu

ffal

o

Kh

ieu

[87

],2

01

3-

Cam

bo

dia

Dia

gn

osi

s,T

reat

me

nt

and

Ris

kFa

cto

rso

fSt

ron

gyl

oid

es

ste

rco

ralis

inSc

ho

olc

hild

ren

inC

amb

od

ia

Sem

i-ru

ral

villa

ge

sin

Kan

dal

pro

vin

ce;

Pri

mar

ysc

ho

ol

child

ren

45

8K

ato

-Kat

z,K

AP

cult

ure

,an

dB

aerm

ann

tech

niq

ue

Qu

est

ion

nai

re,

cro

ss-s

ect

ion

alSa

nit

atio

n,

han

dw

ash

ing

,sh

oe

sN

oad

just

ed

WA

SHe

ffe

cte

stim

ate

sid

en

tifi

ed

Kn

op

p[1

25

],2

01

1-

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zib

ara

Fro

mm

orb

idit

yco

ntr

ol

totr

ansm

issi

on

con

tro

l:ti

me

toch

ang

eta

ctic

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dW

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eff

ect

est

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es

ide

nti

fie

d

WASH and STH Meta-Analysis

PLOS Medicine | www.plosmedicine.org 13 March 2014 | Volume 11 | Issue 3 | e1001620

Page 14: Water, Sanitation, Hygiene, and Soil-Transmitted Helminth ... · Water, Sanitation, Hygiene, and Soil-Transmitted Helminth Infection: A Systematic Review and Meta-Analysis Eric C

Ta

ble

4.

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arin

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WA

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ffe

cte

stim

ate

sid

en

tifi

ed

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[16

1],

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07

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run

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okw

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ctio

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ng

apo

rean

sold

iers

afte

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letr

ain

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gap

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cal

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icro

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py

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est

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rvie

w,

cro

ss-s

ect

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alW

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e,

craw

ling

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eu

se

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ste

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eff

ect

est

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fie

d

Luo

ba

[16

2],

20

05

-K

en

yaEa

rth

-eat

ing

and

rein

fect

ion

wit

hin

test

inal

he

lmin

ths

amo

ng

pre

gn

ant

and

lact

atin

gw

om

en

inw

est

ern

Ke

nya

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gn

ant

wo

me

nin

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nza

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vin

ce8

24

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o-K

atz

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rvie

w,

pro

spe

ctiv

eco

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rt(l

on

git

ud

inal

inte

rve

nti

on

)

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op

hag

yN

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ed

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ate

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en

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ed

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mu

d[1

27

],2

01

3-

Eth

iop

iaa

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kfa

cto

rsfo

rin

test

inal

par

asit

osi

s,an

aem

ia,

and

mal

nu

trit

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amo

ng

sch

oo

lch

ildre

nin

Eth

iop

ia

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pri

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ysc

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60

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ine

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ygie

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eA

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thys

[71

],2

00

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oo

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e;

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nn

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nB

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nce

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eu

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ge

,e

du

cati

on

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us,

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rk(i

nsi

de

/ou

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e),

nu

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er

of

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ren

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eat

con

sum

pti

on

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oe

use

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trin

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pe

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-e

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om

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rae

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00

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zil

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act

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year

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ren

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gin

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ttle

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iaSt

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razi

l].

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ep

eri

-urb

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ttle

me

nts

of

the

city

of

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a-p

ain

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ahia

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razi

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isp

osa

lo

fse

wag

e

WASH and STH Meta-Analysis

PLOS Medicine | www.plosmedicine.org 14 March 2014 | Volume 11 | Issue 3 | e1001620

Page 15: Water, Sanitation, Hygiene, and Soil-Transmitted Helminth ... · Water, Sanitation, Hygiene, and Soil-Transmitted Helminth Infection: A Systematic Review and Meta-Analysis Eric C

association of using an outside water pipe compared to an indoor

tap for infection with any STH among Ethiopian infants (OR

0.21, 95% CI 0.09–0.51). Matthys and colleagues [71] found that

having a private well significantly increased the odds of hookworm

infection for farming households in western Cote d’Ivoire (OR

2.32, 95% CI 1.24–4.05). No evidence was found of an association

between public or private water source and S. stercoralis infection

[72]. Having ‘‘inadequate water supply’’ in schools was strongly

associated with increased infection with any STH among school

children living on Pacific islands (OR 4.93, 95% CI 2.24–10.88)

[73].

SanitationSanitation access (availability or use of latrines) was associated

with lower likelihood of infection with any STH (k = 8, OR 0.66,

95% CI 0.57–0.76), T. trichiura (k = 7, OR 0.61, 95% CI 0.50–

0.74), and A. lumbricoides (k = 6, OR 0.62, 95% CI 0.44–0.88)

(Figures 7–9). The quality of evidence for these meta-analyses was

low due to the observational nature of included studies. We did not

find evidence that sanitation access was associated with hookworm

infection (k = 6, OR 0.80, 95% CI 0.61–1.06), which had very low

evidence quality due to imprecision (Figure 10).

We found limited evidence that use of shared or private

sanitation facilities influenced odds of STH infection. Worrell and

colleagues [74] found in Kenya that participants using toilets

located outside of their household premises had significantly

increased odds of infection with any STH. In contrast, another

study found that sharing latrines with neighboring households,

compared with private latrine use, was associated with significantly

lower odds of hookworm infection [71]. Few details were provided

to contextualize this finding.

HygieneThree randomized controlled trials, two carried out in China

and one in the Peruvian Amazon, found strong benefits for

interventions that focused on promoting hygiene in schools [75–

77]. Xu and colleagues [75] assessed a randomized intervention

that promoted handwashing with soap, both before eating and

after defecation among 657 school children in three schools. All

infected children were treated at baseline. At the 1-year follow-up,

A. lumbricoides prevalence for children in the experimental group

had declined by 35.7% (pre-intervention prevalence, 68.3%; post-

intervention cumulative infection rate, 43.9%) compared with an

increase in the control group of 78% (pre-intervention, 41.4%;

post-intervention, 73.7%); this was a statistically significant

difference (p,0.01). The study’s primary limitation was that

schools were the unit of randomization, with two primary schools

becoming controls and the third receiving the intervention. With

so few clusters, it is highly possible that confounding factors were

not comparable between the control and experimental groups.

More recently, Bieri and colleagues [76] reported on a single-

blind, unmatched, cluster-randomized intervention trial involving

1,718 children (aged 9–10) in 38 schools over the course of one

school year. Schools were randomly assigned to a health-education

package, which included an entertainment-education cartoon

video, or to a control package, which only displayed a health-

education poster. All participants were treated with albendazole at

baseline. At follow-up at the end of the school year, knowledge

about STH was significantly higher in the intervention group, and

almost twice as many intervention children (63.3% versus 33.4%,

p,0.01) reported washing their hands after defecating. The

incidence of STH infection (predominantly T. trichiura and A.

lumbricoides) was also significantly improved in the experimental

Ta

ble

4.

Co

nt.

Au

tho

r[c

ite

ID],

Ye

ar

-C

ou

ntr

yT

itle

of

Art

icle

Se

ttin

ga

nd

Po

pu

lati

on

Sa

mp

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ize

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gn

osi

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eth

od

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po

sure

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ess

me

nt

an

dS

tud

yM

eth

od

Ma

inW

AS

HC

om

po

ne

nts

Ad

just

me

nt

or

Co

ntr

oll

ed

Va

ria

ble

s

Mo

rale

s-Es

pin

oza

[11

7],

20

03

-M

exi

coa

Inte

stin

alp

aras

ite

sin

child

ren

,in

hig

hly

de

pri

ved

are

aso

fth

eb

ord

er

reg

ion

of

Ch

iap

as,

Me

xico

Ch

iap

as,

32

com

mu

nit

ies;

child

ren

un

de

r1

5ye

ars

of

age

1,1

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stM

eth

od

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est

ion

nai

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ss-s

ect

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latr

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e,

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rcro

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ing

con

dit

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s,an

de

du

cati

on

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vel

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ies

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trib

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dto

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eta

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alys

is.

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i:10

.13

71

/jo

urn

al.p

me

d.1

00

16

20

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04

WASH and STH Meta-Analysis

PLOS Medicine | www.plosmedicine.org 15 March 2014 | Volume 11 | Issue 3 | e1001620

Page 16: Water, Sanitation, Hygiene, and Soil-Transmitted Helminth ... · Water, Sanitation, Hygiene, and Soil-Transmitted Helminth Infection: A Systematic Review and Meta-Analysis Eric C

Ta

ble

5.

List

of

incl

ud

ed

stu

die

sw

ith

auth

ors

N–

Z.

Au

tho

r[c

ite

ID],

Ye

ar

-C

ou

ntr

yT

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of

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icle

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ttin

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pu

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Nar

ain

[84

],2

00

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iaa

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vale

nce

of

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chu

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tric

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rain

rela

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con

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ican

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term

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fect

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ral

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e,

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nu

mb

er

of

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n[1

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],2

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pro

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rep

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en

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be

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cto

rs

Five

rura

lvi

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rnar

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of

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n;

sch

oo

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49

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zQ

ue

stio

nn

aire

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oss

-se

ctio

nal

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hin

gh

and

s,la

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e,

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soap

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e,

sex,

livin

gw

ith

child

un

de

rag

eo

f5

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the

rW

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pra

ctic

es

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rhay

ati

[16

6],

19

99

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alay

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eri

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scar

isan

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fect

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ine

(Ora

ng

Asl

i)ch

ildre

n

Ch

ildre

nag

es

1–

13

20

5K

ato

-Kat

zan

dH

arad

aM

ori

Qu

est

ion

nai

re,

cro

ss-s

ect

ion

alU

sag

eo

fw

ell-

wat

er,

usa

ge

of

toile

tsN

oad

just

ed

WA

SHe

ffe

cte

stim

ate

sid

en

tifi

ed

Nw

ane

ri[8

3],

20

12

-N

ige

ria

Inte

stin

alh

elm

inth

iasi

sin

child

ren

wit

hch

ron

icn

eu

rolo

gic

ald

iso

rde

rsin

Be

nin

Cit

y,N

ige

ria:

inte

nsi

tyan

db

eh

avio

ral

risk

fact

ors

Be

nin

Cit

ych

ildn

eu

rolo

gy

clin

ic;

Ch

ildre

nw

ith

chro

nic

ne

uro

log

ical

dis

ord

ers

15

5K

ato

-Kat

zQ

ue

stio

nn

aire

,ca

se-c

on

tro

lw

ith

mat

chin

go

nag

e/s

ex

Hyg

ien

ep

ract

ice

sA

ge

,se

x

Ols

en

[16

7],

20

01

-K

en

yaA

stu

dy

of

risk

fact

ors

for

inte

stin

alh

elm

inth

infe

ctio

ns

usi

ng

ep

ide

mio

log

ical

and

anth

rop

olo

gic

alap

pro

ach

es

Vill

age

sin

Kis

um

uD

istr

ict,

Nya

nza

Pro

vin

ce,

Ke

nya

;A

llin

hab

itan

tso

ver

the

age

of

4ye

ars

33

3K

ato

-Kat

z(d

up

licat

e)

Qu

est

ion

nai

re,

cro

ss-

sect

ion

alLa

trin

e,

soap

Ad

just

ed

for

cro

wd

ing

inh

ou

seh

old

s,ch

ildre

nu

nd

er

five

year

so

fag

e,

soap

use

,la

trin

ep

rese

nce

.

Ort

izV

ale

nci

a[1

68

],2

00

5-

Bra

zil

Spat

ial

asca

rias

isri

ske

stim

atio

nu

sin

gso

cio

eco

no

mic

vari

able

s.

Ch

ildre

nag

es

1–

91

,55

0U

ncl

ear

Inte

rvie

w,

cro

ss-s

ect

ion

alW

ate

rfi

ltra

tio

nN

oad

just

ed

WA

SHe

ffe

cte

stim

ate

sid

en

tifi

ed

WASH and STH Meta-Analysis

PLOS Medicine | www.plosmedicine.org 16 March 2014 | Volume 11 | Issue 3 | e1001620

Page 17: Water, Sanitation, Hygiene, and Soil-Transmitted Helminth ... · Water, Sanitation, Hygiene, and Soil-Transmitted Helminth Infection: A Systematic Review and Meta-Analysis Eric C

Ta

ble

5.

Co

nt.

Au

tho

r[c

ite

ID],

Ye

ar

-C

ou

ntr

yT

itle

of

Art

icle

Se

ttin

ga

nd

Po

pu

lati

on

Sa

mp

leS

ize

Dia

gn

osi

sM

eth

od

Ex

po

sure

Ass

ess

me

nt

an

dS

tud

yM

eth

od

Ma

inW

AS

HC

om

po

ne

nts

Ad

just

me

nt

or

Co

ntr

oll

ed

Va

ria

ble

s

Par

aju

li[1

29

],2

00

9-

Ne

pal

aB

eh

avio

ral

and

Nu

trit

ion

alFa

cto

rsan

dG

eo

he

lmin

thIn

fect

ion

Am

on

gT

wo

Eth

nic

Gro

up

sin

the

Te

rai

Re

gio

n,

Ne

pal

Par

sau

ni

villa

ge

inth

eSa

khaw

apar

sau

ni

Vill

age

De

velo

pm

en

tC

om

mit

tee

(VD

C)

of

Par

sad

istr

ict,

Ne

pal

;M

ush

aran

dT

har

u(e

thn

icg

rou

ps)

inh

abit

ants

,ag

ed

20

–6

0ye

ars

95

Dir

ect

we

tmo

un

tLu

go

l’sio

din

eth

in-s

me

arm

eth

od

Qu

est

ion

nai

re,

cro

ss-

sect

ion

alSo

ap,

wal

kin

gb

are

foo

tA

dju

sts

for

age

,e

thn

icit

y,g

en

de

r,h

eig

ht.

Ph

am-D

uc

[11

5],

20

13

-V

ietn

ama

Asc

aris

lum

bri

coid

es

and

Tri

chu

ris

tric

hiu

rain

fect

ion

sas

soci

ate

dw

ith

was

tew

ate

ran

dh

um

ane

xcre

tau

sein

agri

cult

ure

inV

ietn

am

Nh

atT

anan

dH

oan

gT

ayco

mm

un

es

inK

imB

ang

dis

tric

t,H

anam

pro

vin

ce;

Ind

ivid

ual

so

ver

1ye

aro

ld

1,4

25

Kat

o-K

atz

thic

ksm

ear

and

form

alin

-eth

er

con

cen

trat

ion

tech

niq

ue

s

Qu

est

ion

nai

re,

cro

ss-

sect

ion

alW

ate

r,sa

nit

atio

n,

han

dw

ash

ing

Ag

e,

sex,

and

seas

on

.

Ph

iri

[13

4],

20

00

-M

alaw

iaU

rban

/ru

ral

dif

fere

nce

sin

pre

vale

nce

and

risk

fact

ors

for

inte

stin

alh

elm

inth

infe

ctio

nin

sou

the

rnM

alaw

i

Tw

osi

tes

inth

eB

lan

tyre

are

ao

fM

alaw

i:N

dir

and

ea

de

nse

lyp

op

ula

ted

,p

oo

r,u

rban

tow

nsh

ipin

Bla

nty

reci

ty;

and

Nam

itam

bo

,a

po

or

rura

lco

mm

un

ity

inC

hir

adzu

lud

istr

ict;

child

ren

be

twe

en

the

age

of

3–

14

year

s

27

3St

oll’

se

gg

cou

nt

tech

niq

ue

Qu

est

ion

nai

re,

cro

ss-

sect

ion

alSe

wag

e,

wal

kin

gb

are

foo

tA

ge

,se

x,m

oth

er’

se

du

cati

on

,sc

ho

ol

atte

nd

ance

,se

wag

ear

ou

nd

ho

use

Qu

inte

ro[6

9],

20

12

-V

en

ezu

ela

Ho

use

ho

ldso

cial

de

term

inan

tso

fas

cari

asis

and

tric

hu

rias

isin

No

rth

Ce

ntr

alV

en

ezu

ela

55

mu

nic

ipal

itie

so

fth

eN

ort

hC

en

tral

Ve

ne

zue

last

ate

sA

rag

ua,

Car

abo

bo

,M

iran

da,

Var

gas

and

Cap

ital

Dis

tric

t;C

hild

ren

and

adu

lts

(3m

on

ths–

60

year

so

ld)

3,3

88

;,

4.7

mill

ion

wit

hw

eig

hts

Kat

o-K

atz

Qu

est

ion

nai

re,

cro

ss-

sect

ion

alIm

pro

ved

wat

er,

soil

flo

or,

sew

age

dis

po

sal

Ru

ral/

urb

an,

ho

use

vuln

era

bili

ty,

was

ted

isp

osa

lp

ract

ice

s

Rie

ss[1

69

],2

01

3-

Tan

zan

iaH

oo

kwo

rmIn

fect

ion

and

Envi

ron

me

nta

lFa

cto

rsin

Mb

eya

Re

gio

n,

Tan

zan

ia:

AC

ross

-Se

ctio

nal

,P

op

ula

tio

n-B

ase

dSt

ud

y

Par

tici

pan

tsfr

om

nin

ed

iffe

ren

tsi

tes

inM

be

yare

gio

n,

sou

th-w

est

ern

Tan

zan

ia

6,3

75

Kat

o-K

atz

Qu

est

ion

nai

reLa

trin

eco

vera

ge

,la

trin

ety

pe

Ag

e,

pre

vio

us

anth

elm

inti

ctr

eat

me

nt,

clu

ste

rin

g

Rıs

qu

ez

[17

0],

20

10

-V

en

ezu

ela

Co

nd

icio

ne

sh

igie

nic

o-s

anit

aria

sco

mo

fact

ore

sd

eri

esg

op

ara

las

par

asit

osi

sin

test

inal

es

en

un

aco

mu

nid

adru

ral

ven

ezo

lan

a

Stu

de

nts

inth

eP

anaq

uir

e-

Mir

and

asc

ho

ol

dis

tric

t6

9Fo

rmo

l-e

the

rco

nce

ntr

atio

nQ

ue

stio

nn

aire

De

feca

tio

np

ract

ice

sN

oad

just

ed

WA

SHe

ffe

cte

stim

ate

sid

en

tifi

ed

Ro

y[1

14

],2

01

1-

Ban

gla

de

sha

Pat

tern

san

dri

skfa

cto

rsfo

rh

elm

inth

iasi

sin

rura

lch

ildre

nag

ed

un

de

r2

inB

ang

lad

esh

10

villa

ge

sin

Ru

ral

Mir

zap

ur;

Ru

ral

child

ren

un

de

r2

year

so

ld

25

2Fo

rmal

in-e

the

rse

dim

en

tati

on

tech

niq

ue

Qu

est

ion

nai

re,

lon

git

ud

inal

Imp

rove

dw

ate

r,e

xcre

tad

isp

osa

lA

dju

ste

db

yag

e,

sex,

bre

astf

ee

din

g,

seas

on

alit

y,an

dd

isp

osa

lsi

teo

fch

ildfe

ces

Saat

ho

ff[1

71

],2

00

2-

Sou

thA

fric

aG

eo

ph

agy

and

its

asso

ciat

ion

wit

hg

eo

he

lmin

thin

fect

ion

inru

ral

sch

oo

lch

ildre

nfr

om

no

rth

ern

Kw

aZu

lu-N

atal

,So

uth

Afr

ica

Pu

pils

inth

ird

gra

de

(ave

rag

eag

eo

f1

0.7

year

s)1

,16

1K

ato

-Kat

zIn

terv

iew

,cr

oss

-se

ctio

nal

Ge

op

hag

yFa

mily

WASH and STH Meta-Analysis

PLOS Medicine | www.plosmedicine.org 17 March 2014 | Volume 11 | Issue 3 | e1001620

Page 18: Water, Sanitation, Hygiene, and Soil-Transmitted Helminth ... · Water, Sanitation, Hygiene, and Soil-Transmitted Helminth Infection: A Systematic Review and Meta-Analysis Eric C

Ta

ble

5.

Co

nt.

Au

tho

r[c

ite

ID],

Ye

ar

-C

ou

ntr

yT

itle

of

Art

icle

Se

ttin

ga

nd

Po

pu

lati

on

Sa

mp

leS

ize

Dia

gn

osi

sM

eth

od

Ex

po

sure

Ass

ess

me

nt

an

dS

tud

yM

eth

od

Ma

inW

AS

HC

om

po

ne

nts

Ad

just

me

nt

or

Co

ntr

oll

ed

Va

ria

ble

s

Sch

mid

lin[1

26

],2

01

3-

Co

ted

’Ivo

ire

aEf

fect

so

fh

ygie

ne

and

de

feca

tio

nb

eh

avio

ro

nh

elm

inth

san

din

test

inal

pro

tozo

ain

fect

ion

sin

Taa

bo

,C

ote

d’Iv

oir

e

Pe

op

lein

villa

ge

s/h

amle

tsin

sou

th-c

en

tral

that

we

resm

all

po

pu

lati

on

san

dsi

mila

rp

op

.st

ruct

ure

1,8

94

Kat

o-K

atz

Qu

est

ion

nai

re,

inte

rvie

w,

cro

ss-s

ect

ion

alSa

nit

atio

nb

eh

avio

r,h

ygie

ne

be

hav

ior

Soci

oe

con

om

icst

atu

s,ag

eg

rou

p,

and

sex

Sco

lari

[17

2],

20

00

-B

razi

lP

reva

len

cean

dd

istr

ibu

tio

no

fso

il-tr

ansm

itte

dh

elm

inth

(ST

H)

infe

ctio

ns

inu

rban

and

ind

ige

no

us

sch

oo

lch

ildre

nin

Ort

igu

eir

a,St

ate

of

Par

ana,

Bra

sil:

imp

licat

ion

sfo

rco

ntr

ol

Sch

oo

lch

ildre

nag

es

5–

15

23

6K

ato

-Kat

zQ

ue

stio

nn

aire

s(v

eri

fie

db

ylo

cal

fie

ldas

sist

ant)

,cr

oss

-se

ctio

nal

To

ilet

ow

ne

rsh

ip,

loca

tio

no

fto

ilet,

safe

wat

er

acce

ssN

oad

just

ed

WA

SHe

ffe

cte

stim

ate

sid

en

tifi

ed

She

rkh

on

ov

[17

3],

20

13

-T

ajik

ista

nN

atio

nal

inte

stin

alh

elm

inth

surv

ey

amo

ng

sch

oo

lch

ildre

nin

Taj

ikis

tan

:P

reva

len

ces,

risk

fact

ors

and

pe

rce

pti

on

s

Sch

oo

lsfr

om

acro

ssco

un

try;

sch

oo

lch

ildre

n,

7–

11

year

so

ld1

,64

2K

ato

-Kat

zQ

ue

stio

nn

aire

,cr

oss

-se

ctio

nal

Wat

er,

san

itat

ion

,h

and

was

hin

gC

lust

eri

ng

,o

the

rfi

nal

cova

riat

es

un

cle

ar

Soar

es

Mag

alh

aes

[17

4],

20

11

-G

han

a,M

ali,

and

Bu

rkin

aFa

so

Ge

og

rap

hic

alan

alys

iso

fth

ero

leo

fw

ate

rsu

pp

lyan

dsa

nit

atio

nin

the

risk

of

he

lmin

thin

fect

ion

so

fch

ildre

nin

We

stA

fric

a

We

stA

fric

anch

ildre

n1

8,8

12

Kat

o-K

atz

Qu

est

ion

nai

re(h

eal

thsu

rve

y),

cro

ss-s

ect

ion

alW

ate

rso

urc

e,

toile

t,fl

oo

rm

ate

rial

No

adju

ste

dW

ASH

eff

ect

est

imat

es

ide

nti

fie

d

Ste

en

har

d[1

75

],2

00

9-

Gu

ine

a-B

issa

uC

on

curr

en

tin

fect

ion

san

dso

cio

eco

no

mic

de

term

inan

tso

fg

eo

he

lmin

thin

fect

ion

:a

com

mu

nit

yst

ud

yo

fsc

ho

olc

hild

ren

inp

eri

urb

anG

uin

ea-

Bis

sau

Po

or

sem

iru

ral

are

a(B

and

imII

and

Be

lem

,n

ear

Bis

sau

);sc

ho

ol

child

ren

age

d4

–1

2

70

6M

cMas

ter

tech

niq

ue

,fo

rmo

l-e

the

rte

chn

iqu

eQ

ue

stio

nn

aire

,cr

oss

-se

ctio

nal

Imp

rove

dw

ate

r,im

pro

ved

san

itat

ion

No

adju

ste

dW

ASH

eff

ect

est

imat

es

ide

nti

fie

d

Ste

inm

ann

[79

],2

01

0-

Kyr

gyz

stan

aR

apid

app

rais

alo

fh

um

anin

test

inal

he

lmin

thin

fect

ion

sam

on

gsc

ho

olc

hild

ren

inO

sho

bla

st,

Kyr

gyz

stan

Osh

ob

last

;sc

ho

ol

child

ren

(gra

de

s2

or

3,

age

:6

–1

5ye

ars)

1,2

62

Kat

o-K

atz

Qu

est

ion

nai

re,

cro

ss-

sect

ion

alW

ash

ing

veg

eta

ble

s,w

ate

rso

urc

e,

toile

tu

seA

ge

,se

x,e

thn

icg

rou

p,

was

hin

gve

ge

tab

les

be

fore

eat

ing

,cl

ust

eri

ng

Sto

thar

d[1

20

],2

00

8-

Zan

zib

ara

Soilt

ran

smit

ted

he

lmin

thia

sis

amo

ng

mo

the

rsan

dth

eir

pre

sch

oo

lch

ildre

no

nU

ng

uja

Isla

nd

,Z

anzi

bar

wit

he

mp

has

isu

po

nas

cari

asis

10

Un

gu

jan

villa

ge

s;m

oth

ers

and

the

irp

re-S

AC

,3

22

mo

the

rs,

35

9ch

ildre

n

68

1K

ato

-Kat

zQ

ue

stio

nn

aire

,cr

oss

-se

ctio

nal

Latr

ine

acce

ss,

we

arin

gsh

oe

s,p

layi

ng

on

gro

un

dC

lust

eri

ng

,h

avin

gin

fect

ed

ho

use

ho

ldm

em

be

r

Te

ixe

ira

[17

6],

20

04

-B

razi

lEn

viro

nm

en

tal

fact

ors

rela

ted

toin

test

inal

he

lmin

thin

fect

ion

sin

sub

no

rmal

sett

led

are

as,

Juiz

de

Fora

,M

G

Ch

ildre

n(1

–5

year

so

ld)

inth

esu

bn

orm

alse

ttle

me

nt

are

asin

the

mu

nic

ipal

ity

of

Juiz

de

Fora

,M

ina

Ge

rais

.

75

3H

off

man

n-P

on

s-Ja

ne

rm

eth

od

Qu

est

ion

nai

reW

ate

rq

ual

ity

com

pla

ints

,fe

ces

dis

po

sal

Fam

ilyin

com

e,

age

of

child

WASH and STH Meta-Analysis

PLOS Medicine | www.plosmedicine.org 18 March 2014 | Volume 11 | Issue 3 | e1001620

Page 19: Water, Sanitation, Hygiene, and Soil-Transmitted Helminth ... · Water, Sanitation, Hygiene, and Soil-Transmitted Helminth Infection: A Systematic Review and Meta-Analysis Eric C

Ta

ble

5.

Co

nt.

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tho

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d

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5

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schools: 50% lower in the intervention group than in the control

group (4.1% versus 8.4%, p,0.01).

Gyorkos and colleagues [77] conducted an open-label, cluster-

randomized controlled trial using a hygiene education intervention

in Peruvian primary schools. Within paired groups, 18 schools

(1,089 fifth grade student participants) were randomly allocated to

receive albendazole and the hygiene intervention or albendazole

alone. The health intervention included a helminth-oriented class

for students, a health curriculum workshop for teachers, and

educational print materials. Four months after the intervention,

the experimental group showed a significant reduction in A.

lumbricoides intensity compared to deworming alone (adjusted

incidence rate ratio [IRR] 0.42, 95% CI: 0.21–0.85). T. trichiura

and hookworm intensity did not show statistically significant

improvements in the experimental group, nor did prevalence of

any single STH species. Children in the intervention group

showed significant improvements in STH knowledge and water

treatment behaviors compared to the control, but not in most

other hygiene practices (e.g., handwashing). The authors also

noted that the prevalence of hookworm was low (about 5%

compared to 30% for A. lumbricoides and 50% for T. trichiura) and

that albendazole was less efficacious against T. trichiura than it was

against A. lumbricoides.

Our meta-analyses of hygiene-related observational evidence

provided estimates that are consistent with findings from these

randomized controlled trials. Soap use or availability was

significantly associated with lower odds of STH infection at the

5% level (k = 3, OR 0.53, 95% CI 0.29–0.98). The quality of the

evidence was low, though the possibility of respondents’ over-

reporting hygiene behaviors could have underestimated the

strength of the association (Figure 11). Handwashing, both before

eating (k = 3, OR 0.38, 95% CI 0.26–0.55) and after defecating

(k = 3, OR 0.45, 95% CI 0.35–0.58), was associated with lower

odds of A. lumbricoides infection (Figures 12 and 13). Both analyses

were of low quality due to the observational evidence available.

Handwashing after defecation also was associated with reduced

odds of any STH infection (k = 5, OR 0.47, 95% CI 0.24–0.90).

This meta-analysis had very low evidence quality due to high

heterogeneity among estimates from the five pooled studies

(I2 = 88%, 95% CI 74%–94%, Q p-value,0.01, Figure 14). All

studies used Kato-Katz for diagnosis, but varied considerably in

Figure 2. Retrieved articles by WASH group.doi:10.1371/journal.pmed.1001620.g002

Ta

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most other study characteristics, including population age, baseline

prevalence, and geographic setting. Balen and colleagues reported

limited evidence of a dose-response effect for handwashing;

respondents who more frequently washed their hands with soap

after defecation had lower odds of infection with any STH, but

confidence intervals of the handwashing groups overlapped [78].

Washing vegetables was found to be associated with lower odds

of STH infection in two studies. Steinmann and colleagues [79]

found washing vegetables to be negatively associated with A.

lumbricoides infection in school children (OR 0.69, 95% CI 0.50–

0.95), while Hohmann and colleagues [80] found washing was

associated with lower odds of T. trichiura (OR 0.50, 95% CI 0.31–

0.79) and any STH infection (OR 0.71, 95% CI 0.51–0.99).

Our meta-analysis found evidence of a strong association

between wearing shoes and lower odds of hookworm infection

(k = 5, OR 0.29, 95% CI 0.18–0.47). The quality of the evidence

was moderate, upgraded due to the magnitude of effect (Figure 15).

Wearing shoes was also associated with lower odds of infection

with any STH (k = 3, OR 0.30, 95% CI 0.11–0.83). The evidence

quality for that analysis was low, downgraded by heterogeneity

(I2 = 74%, 95% CI 12–92%, Q p-value = 0.02) (Figure 16) but

upgraded by a strong effect magnitude. Heterogeneity could have

been introduced by many different factors, as the studies shared

few characteristics. Three studies found mostly non-significant

associations between geophagy (i.e., consumption of soil) and STH

infection [81–83]. In adjusted models, households with dirt floors

in India and Venezuela were found to have higher odds of T.

trichiura and A. lumbricoides infection than were houses with other

more elaborate flooring material [69,84]. Young children

living with dirt floors in Colombia also showed higher odds of

infection with any STH compared to those with tile or cement

floors [85].

Integrated InterventionsIn a cluster-randomized controlled trial, Freeman and col-

leagues examined a comprehensive WASH intervention in

Kenyan schools that included hygiene promotion, water treatment

and storage, and installation of sanitation infrastructure [27]. The

intervention reduced reinfection prevalence (OR 0.56, 95% CI

0.31–1.00) and egg count (IRR 0.34, 95% CI 0.15–0.75) of A.

lumbricoides, but not of T. trichiura or hookworm. Effects of the

intervention differed by sex, with girls in the intervention group

showing a significantly reduced A. lumbricoides infection intensity

compared to the control group; boys in the intervention group did

not show any significant difference from controls. Shoe-wearing

and geophagy also emerged as effect modifiers for hookworm and

T. trichiura infection intensity, respectively.

Dumba and colleagues found no statistically significant benefit

of a participatory hygiene and sanitation transformation (PHAST)

intervention when compared with a control group that only

received deworming [86]. PHAST uses training sessions to

encourage communities to identify problems in their own

environment, decide what aspects need to be improved, and then

implement changes. Parents or guardians of participating children

in 19 villages received three PHAST education sessions. Partic-

ipants in both control and experimental villages received

albendazole and showed significant reductions in helminth

prevalence compared with baseline, but the prevalence in the

experimental group did not decline more than that among the

control children. This study grouped Hymenolepis nana and

Enterobius vermicularis with STH in analysis, but only a handful of

participants were infected by H. nana or E. vermicularis, whereas

STH prevalence was very high (.80%).

Ta

ble

7.

Nu

mb

er

of

stu

die

sth

atin

vest

igat

ed

STH

spe

cie

san

dW

ASH

acce

ssan

dp

ract

ice

s.

ST

HS

pe

cie

sW

ate

rS

an

ita

tio

nH

yg

ien

e

Wa

ter

Acc

ess

Wa

ter

Ty

pe

saT

rea

tW

ate

rS

an

it.

Acc

ess

La

trin

eT

yp

esa

Sh

ari

ng

La

trin

es

La

trin

eM

ain

t.W

ash

ing

Ha

nd

sS

oa

pW

ash

ing

Ve

ge

tab

les

Sh

oe

Use

Ge

op

ha

gy

Hy

gie

ne

Ed

uca

tio

n

An

yST

H3

0b

59

b3

4b

83

21

7b

7b

21

3b

44

A.

lum

bri

coid

es3

3b

31

54

5b

13

52

20

b9

21

48

4

Ho

okw

orm

28

21

14

4b

11

32

16

51

20

b8

2

T.tr

ich

iura

31

b3

12

41

b1

23

21

87

21

27

3

S.st

erco

ralis

81

51

12

10

52

03

10

Ce

llsw

ith

hig

hn

um

be

rsb

ut

no

me

ta-a

nal

ysis

(no

foo

tno

te)

ind

icat

eth

ate

ffe

ctm

eas

ure

sw

ere

no

tre

po

rte

d(s

ele

ctiv

ere

po

rtin

g),

rep

ort

ed

me

asu

res

we

ren

ot

stat

isti

cally

adju

ste

d,

or

that

the

WA

SHac

cess

and

pra

ctic

ew

asto

od

ive

rse

tob

ee

ffe

ctiv

ely

gro

up

ed

ina

me

ta-a

nal

ysis

(e.g

.,h

and

was

hin

gca

nb

em

eas

ure

db

efo

ree

atin

go

raf

ter

de

feca

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g).

aW

ate

rT

ype

san

dLa

trin

eT

ype

sre

fer

tost

ud

ies

that

me

asu

red

mu

ltip

lesa

nit

atio

nco

mp

aris

on

s,n

ot

just

‘‘lat

rin

eve

rsu

sn

ola

trin

e.’’

For

exa

mp

le,

ast

ud

yco

uld

exa

min

ew

ate

rco

llect

ed

fro

mri

vers

,w

ells

,o

rp

ipe

dco

nn

ect

ion

s.b

Gra

yce

llsin

dic

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eta

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isw

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uct

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SHva

riab

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dST

Ho

utc

om

e.

do

i:10

.13

71

/jo

urn

al.p

me

d.1

00

16

20

.t0

07

WASH and STH Meta-Analysis

PLOS Medicine | www.plosmedicine.org 22 March 2014 | Volume 11 | Issue 3 | e1001620

Page 23: Water, Sanitation, Hygiene, and Soil-Transmitted Helminth ... · Water, Sanitation, Hygiene, and Soil-Transmitted Helminth Infection: A Systematic Review and Meta-Analysis Eric C

Strongyloides stercoralisWe found 12 studies that investigated the relationship between

WASH and S. stercoralis infection, but only located relevant effect

estimates in five. Among school children in Cambodia, Khieu and

colleagues found crude associations between infection and

handwashing, shoe-wearing, and sanitation access [87]. Hall and

colleagues found mixed results for a range of sanitation-related

exposures, with some evidence that open defecation and use of

community latrines were associated with higher odds of S. stercoralis

infection in children [72]. In a multivariable model using data

from a rural Peruvian community, Yori and colleagues found that

wearing shoes never or occasionally (versus more frequently) was

associated with higher odds of infection (OR 1.89, 95% CI 1.10–

3.27) [88]. Knopp and colleagues did not find a significant

association between S. stercoralis infection and home latrine

ownership or handwashing after defecation [89].

Discussion

We conducted a systematic review and meta-analysis of the

relationship between WASH access and practices and STH

infection. Our analysis revealed that WASH access and practices

are generally, but not universally, associated with lower odds of

STH infection. Particularly strong associations emerged between

wearing shoes and hookworm infection (OR 0.29, 95% CI 0.18–

0.47), piped water use and A. lumbricoides infection (OR 0.40, 95%

CI 0.39–0.41), and treated water use and infection by any STH

(OR 0.46, 95% CI 0.36–0.60). Pooled estimates for all meta-

analyses, except for two (i.e., piped water use for any STH and

sanitation access for hookworm), indicated at least a 33% lower

odds of STH infection associated with specific WASH behaviors

or access (Table 8). All but two of the meta-analyses were

statistically significant at the 5% level.

On the basis of the evidence available, this review primarily

draws upon observational studies. Observational research typically

has greater risks to internal validity than randomized controlled

trials, but such research is also key to providing a broad evidence

base. When conducted well, randomized controlled trials provide

the strongest evidence of a causal relationship between an

exposure (e.g., an intervention) and an outcome. In the WASH

context, however, conducting RCTs can be ethically and

financially challenging. Traditional randomized designs can be

costly and require that a subset of the target population be

allocated to the control group, receiving only a limited interven-

tion. Observational studies can be conducted more quickly and

affordably in a wide array of contexts, allowing for WASH access

and practices to be investigated in different social-ecological

systems. This diversity is critical, since the effectiveness of specific

WASH interventions can vary widely across settings, and

interventions will most likely provide the greatest impact after

being tailored to local conditions. Looking forward, a stepped

wedge design represents a powerful compromise between ethics,

operational feasibility, and internal validity. With a stepped wedge

approach, the rollout of an intervention is randomized so that all

participants eventually receive the study benefits, but at different

times. Because many WASH interventions require staggered

implementation owing to limited financial and human resources,

randomizing the order in which communities are visited is often

feasible. Combined with longitudinal data analysis, this design

allows for robust assessments that can integrate with many

interventions without radically altering implementing organiza-

tions’ plans.

This review highlights important gaps in the WASH and STH

body of literature. For example, only a few of the studies that met

our inclusion criteria investigated the impact of sharing latrines

(n = 6) or latrine maintenance (n = 3) on STH infection. The effect

of treating water (n = 7) and geophagy (n = 10) were also

infrequently explored. S. stercoralis was by far the least commonly

investigated STH infection, reflecting another important knowl-

edge gap.

Table 8. Meta-analysis results.

Meta-AnalysisOdds Ratio(95% CI) Tau Squared Q p-Value I 2 (95% Uncertainty) Egger’s Test P n Studies GRADE

Piped water use (any STH) 0.93 (0.28–3.11) 1.86 ,0.01 98.6 (98–99) ,0.01 5 Very low

Piped water use(A. lumbricoides)

0.40 (0.39–0.41) 0 0.62 0 (0–85) 0.08 4 Low

Piped water use (T. trichiura) 0.57 (0.45–0.72) 0 0.93 0 (0–90) 0.67 3 Low

Treated water use (any STH) 0.46 (0.36–0.60) 0 0.82 0 (0–90) 0.36 3 Low

Wearing shoes (hookworm) 0.29 (0.18–0.47) 0.09 0.09 30 (0–73) 0.03 5 Moderate

Wearing Shoes (any STH) 0.30 (0.11–0.83) 0.60 0.02 74 (12–92) 0.29 3 Low

Soap use/availability(any STH)

0.53 (0.29–0.98) 0.07 0.28 21 (0–92) 0.98 3 Low

Handwashing before eating(A. lumbricoides)

0.38 (0.26–0.55) 0 0.90 0 (0–90) 0.59 3 Low

Handwashing after defecation(A. lumbricoides)

0.45 (0.35–0.58) 0 0.55 0 (0–90) 0.29 3 Low

Handwashing after defecation(any STH)

0.47 (0.24–0.90) 0.44 ,0.01 88 (74–94) 0.58 5 Very low

Sanitation access (any STH) 0.66 (0.57–0.76) 0 0.70 0 (0–68) 0.57 8 Low

Sanitation access (T. trichiura) 0.61 (0.50–0.74) 0.01 0.29 19 (0–62) 0.49 7 Low

Sanitation access (A. lumbricoides) 0.62 (0.44–0.88) 0.05 0.22 28 (0–70) 0.83 6 Low

Sanitation access (hookworm) 0.80 (0.61–1.06) 0.01 0.34 11 (0–77) 0.13 6 Very low

doi:10.1371/journal.pmed.1001620.t008

WASH and STH Meta-Analysis

PLOS Medicine | www.plosmedicine.org 23 March 2014 | Volume 11 | Issue 3 | e1001620

Page 24: Water, Sanitation, Hygiene, and Soil-Transmitted Helminth ... · Water, Sanitation, Hygiene, and Soil-Transmitted Helminth Infection: A Systematic Review and Meta-Analysis Eric C

Ta

ble

9.

Me

ta-a

nal

ysis

gra

de

s.

Me

ta-A

na

lysi

sG

rou

pIn

tern

al

Bia

sIn

con

sist

en

cyIn

dir

ect

Imp

reci

seP

ub

lica

tio

nB

ias

La

rge

Eff

ect

Do

seR

esp

on

seC

on

fou

nd

ing

To

wa

rds

Nu

llO

ve

rall

Pip

ed

wat

er

acce

ss(a

ny

STH

)M

od

era

te,

use

dh

elp

of

ob

serv

atio

ns

toas

sess

exp

osu

rean

du

sed

adju

ste

de

stim

ate

s

Ye

s,I2

=9

8.6

%N

oth

ing

seri

ou

sY

es,

95

%C

Iin

clu

de

sn

ull

Like

ly,

bu

tu

ncl

ear

du

eto

stro

ng

he

tero

ge

ne

ity

No

thin

gst

ron

gN

ot

fou

nd

No

thin

gst

ron

gV

ery

low

,d

ue

toh

ete

rog

en

eit

yan

dw

ide

con

fid

en

cein

terv

al

Pip

ed

wat

er

acce

ss(A

.lu

mb

rico

ides

)M

od

era

te,

ob

serv

atio

nal

stu

die

sb

ut

all

use

adju

ste

de

stim

ate

s

I2=

0%

,9

5%

CI

(0%

–8

5%

)N

oth

ing

seri

ou

sN

oth

ing

seri

ou

sLi

kely

,b

ut

dir

ect

ion

sug

ge

sts

slig

htl

ym

ore

pro

tect

ive

eff

ect

No

thin

gst

ron

gN

ot

fou

nd

No

thin

gst

ron

gLo

w

Pip

ed

wat

er

acce

ss(T

.tr

ich

iura

)M

od

era

te,

ob

serv

atio

nal

stu

die

sb

ut

all

use

adju

ste

de

stim

ate

s

I2=

0%

,9

5%

CI

(0%

–9

0%

)N

oth

ing

seri

ou

sN

oth

ing

seri

ou

sU

nd

ete

cte

dN

oth

ing

stro

ng

No

tfo

un

dN

oth

ing

stro

ng

Low

Tre

ate

dw

ate

ru

se(a

ny

STH

)M

od

era

te,

ob

serv

atio

nal

stu

die

sb

ut

all

use

adju

ste

de

stim

ate

s

I2=

0%

,9

5%

CI

(0%

–9

0%

)N

oth

ing

seri

ou

sN

oth

ing

seri

ou

sU

nd

ete

cte

dN

oth

ing

stro

ng

No

tfo

un

dN

oth

ing

stro

ng

Low

We

arin

gsh

oe

s(h

oo

kwo

rm)

Mo

de

rate

,o

bse

rvat

ion

alst

ud

ies

bu

tal

lu

sead

just

ed

est

imat

es

I2=

29

.7%

,9

5%

CI

(0%

–7

3%

)N

oth

ing

seri

ou

sN

oth

ing

seri

ou

sLi

kely

Stro

ng

eff

ect

evi

de

nt

(OR

0.2

9)

No

tfo

un

dY

es,

hyg

ien

eb

eh

avio

rso

verr

ep

ort

ed

Mo

de

rate

,d

ue

tost

ron

ge

ffe

ctsi

ze

We

arin

gsh

oe

s(a

ny

STH

)M

od

era

te,

ob

serv

atio

nal

stu

die

sb

ut

all

use

adju

ste

de

stim

ate

s

Ye

s,I2

=7

4%

No

thin

gse

rio

us

No

thin

gse

rio

us

Like

ly,

bu

tu

ncl

ear

du

eto

stro

ng

he

tero

ge

ne

ity

Stro

ng

eff

ect

evi

de

nt

(OR

0.3

0)

No

tfo

un

dY

es,

hyg

ien

eb

eh

avio

rso

verr

ep

ort

ed

Low

,u

pg

rad

ed

fro

me

ffe

ctsi

ze,

do

wn

gra

de

dfr

om

he

tero

ge

ne

ity

Soap

use

/ava

ilab

ility

(an

yST

H)

Mo

de

rate

,o

bse

rvat

ion

alst

ud

ies

bu

tal

lu

sead

just

ed

est

imat

es

I2=

20

.8%

,9

5%

CI

(0%

–9

2%

)N

oth

ing

seri

ou

sN

oth

ing

seri

ou

sU

nd

ete

cte

dN

oth

ing

stro

ng

No

tfo

un

dY

es,

hyg

ien

eb

eh

avio

rso

verr

ep

ort

ed

Low

Han

dw

ash

ing

be

fore

eat

ing

(A.

lum

bri

coid

es)

Mo

de

rate

,o

bse

rvat

ion

alst

ud

ies

bu

tal

lu

sead

just

ed

est

imat

es

I2=

0%

,9

5%

CI

(0%

–9

0%

)N

oth

ing

seri

ou

sN

oth

ing

seri

ou

sU

nd

ete

cte

dN

oth

ing

stro

ng

No

tfo

un

dY

es,

hyg

ien

eb

eh

avio

rso

verr

ep

ort

ed

Low

Han

dw

ash

ing

afte

rd

efe

cati

on

(A.

lum

bri

coid

es)

Mo

de

rate

,o

bse

rvat

ion

alst

ud

ies

bu

tal

lu

sead

just

ed

est

imat

es

I2=

0%

,9

5%

CI

(0%

–9

0%

)N

oth

ing

seri

ou

sN

oth

ing

seri

ou

sU

nd

ete

cte

dN

oth

ing

stro

ng

No

tfo

un

dY

es,

hyg

ien

eb

eh

avio

rso

verr

ep

ort

ed

Low

Han

dw

ash

ing

afte

rd

efe

cati

on

(an

yST

H)

Mo

de

rate

,o

bse

rvat

ion

alst

ud

ies

bu

tal

lu

sead

just

ed

est

imat

es

Ye

s-

I2=

88

%N

oth

ing

seri

ou

sY

es,

95

%C

Iin

clu

de

sn

ull

Un

de

tect

ed

No

thin

gst

ron

gN

ot

fou

nd

Ye

s,h

ygie

ne

be

hav

iors

ove

rre

po

rte

d

Ve

rylo

w,

du

eto

hig

hh

ete

rog

en

eit

y

San

itat

ion

acce

ss(a

ny

STH

)M

od

era

te,

ob

serv

atio

nal

stu

die

sb

ut

all

use

adju

ste

de

stim

ate

s

I2=

0%

,9

5%

CI

(0%

–6

8%

)N

oth

ing

seri

ou

sN

oth

ing

seri

ou

sU

nd

ete

cte

dN

oth

ing

stro

ng

N/A

No

thin

gst

ron

gLo

w

WASH and STH Meta-Analysis

PLOS Medicine | www.plosmedicine.org 24 March 2014 | Volume 11 | Issue 3 | e1001620

Page 25: Water, Sanitation, Hygiene, and Soil-Transmitted Helminth ... · Water, Sanitation, Hygiene, and Soil-Transmitted Helminth Infection: A Systematic Review and Meta-Analysis Eric C

A total of 35 studies contributed data to the 14 meta-analyses. A

lack of standardized WASH definitions across studies limited our

ability to pool results via additional meta-analyses. More consistent

use of the Joint Monitoring Program’s water and sanitation ladder

definitions would aid future review efforts. Additional meta-

analyses could have been conducted if all reviewed studies had

provided relevant adjusted estimates of association. For example,

many studies investigated the relationship between ‘‘toilet sharing’’

on any STH infection and ‘‘water access’’ on hookworm infection,

but a dearth of reported adjusted estimates stymied meta-analyses

of these relationships (Table 7).

Few studies analyzed the relationship between fecal egg count, a

proxy for intensity of infection, and WASH [27,81,90], even

though intensity of infection represents a more relevant predictor

for morbidity than prevalence alone [91]. A lack of measures on

this relationship represents a considerable gap in the literature,

though many studies did report broadly on intensity of infection.

Zero-inflated modeling strategies have recently shown promise in

analyzing fecal egg count datasets, which often contain excess zero

counts due to some individuals not harboring infections [92–94].

Contemporary analysis of existing data represents a potentially

cost-effective mechanism for yielding additional insights into this

topic.

Our findings build upon past reviews by Asaolu and Ofoezie

[32] and Ziegelbauer and colleagues [26], which both concluded

that WASH represents a valuable strategy for STH control.

Although Asaolu and Ofoezie did not conduct a meta-analysis,

their comprehensive review found broad evidence of reductions in

STH prevalence and intensity resulting from multiple types of

WASH interventions. Asaolu and Ofoezie concluded that

improvements in sanitation systems and hygiene practices were

important tools to not only sustain preventive chemotherapy

benefits, but also help protect the uninfected. Results from our

meta-analyses support their conclusion using systematically

aggregated quantitative data. Ziegelbauer and colleagues focused

more specifically on latrine access and use, conducting a rigorous

meta-analysis using primarily crude odds ratios. The results from

our meta-analyses, which drew upon adjusted odds ratios, are

consistent with their findings and lend additional support to the

value of sanitation improvements for STH control. Our meta-

analyses also broadened focus to include water and hygiene

components, allowing for a quantitative summary of currently

available evidence across the three core WASH domains.

Our analysis of the relationship between access to a piped water

source and STH infection yielded significantly protective associ-

ations for A. lumbricoides and T. trichiura, but not for any STH

infection generally. The meta-analysis of any STH yielded strong

heterogeneity statistics, reflecting a spread in observed effects.

While the inclusion of hookworm infections in the ‘‘any STH’’

analysis may seem like a possible source of the variability, we

found no clear evidence to support this explanation. The only

study that analyzed hookworm infection and piped water use with

an adjusted model found a significantly protective association, so

other sources of heterogeneity should be considered.

The presence of heterogeneity can be systematically investigated

by statistics like Moran’s I2 and Cochran’s Q, but these global tests

do not themselves uncover specific causes of heterogeneity.

Diversity among studies can originate from a plethora of sources:

population, setting, diagnostic approach, study design, analytic

method, definitions, and so on. Without additional subgroup

analysis or meta-regression, which both require a large body of

studies, it is difficult to investigate the myriad potential causes of

heterogeneity. Without clarification, the presence of heterogeneity

indicates that pooled results are averaging multiple related, but

Ta

ble

9.

Co

nt.

Me

ta-A

na

lysi

sG

rou

pIn

tern

al

Bia

sIn

con

sist

en

cyIn

dir

ect

Imp

reci

seP

ub

lica

tio

nB

ias

La

rge

Eff

ect

Do

seR

esp

on

seC

on

fou

nd

ing

To

wa

rds

Nu

llO

ve

rall

San

itat

ion

acce

ss(T

.tr

ich

iura

)M

od

era

te,

ob

serv

atio

nal

stu

die

sb

ut

all

use

adju

ste

de

stim

ate

s

I2=

19

%,

95

%C

I(0

%–

62

%)

No

thin

gse

rio

us

No

thin

gse

rio

us

Un

de

tect

ed

No

thin

gst

ron

gN

/AN

oth

ing

stro

ng

Low

San

itat

ion

acce

ss(A

.lu

mb

rico

ides

)M

od

era

te,

ob

serv

atio

nal

stu

die

sb

ut

all

use

adju

ste

de

stim

ate

s

I2=

28

%,

95

%C

I(0

%–

70

%)

No

thin

gse

rio

us

No

thin

gse

rio

us

Un

de

tect

ed

No

thin

gst

ron

gN

/AN

oth

ing

stro

ng

Low

San

itat

ion

acce

ss(h

oo

kwo

rm)

Mo

de

rate

lyLo

w,

use

dh

elp

of

ob

serv

atio

ns

toas

sess

exp

osu

rean

du

sed

adju

ste

de

stim

ate

s

I2=

11

%,

95

%C

I(0

%–

77

%)

No

thin

gse

rio

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Figure 3. Meta-analysis of the association between use of treated water and infection with any STH [111–113].doi:10.1371/journal.pmed.1001620.g003

Figure 4. Meta-analysis of the association between use of piped water use and any STH infection [70,97,114–116].doi:10.1371/journal.pmed.1001620.g004

WASH and STH Meta-Analysis

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distinct effects. For example, access to piped water could have

different levels of benefit depending on distance to the source

[95,96], water quality [70,97], or other unknown factors—

especially when studies use different diagnostic assays and are

conducted in a variety of community settings.

Concerning sanitation, our meta-analyses of access to sanitation

yielded considerably lower odds of infection with A. lumbricoides, T.

trichiura, or any STH for those with latrine access. We did not find

evidence of a statistically significant association between sanitation

and hookworm, though the pooled estimate suggested reduced

Figure 5. Meta-analysis of the association between use of piped water and A. lumbricoides infection [66,69,79,117].doi:10.1371/journal.pmed.1001620.g005

Figure 6. Meta-analysis of the association between use of piped water and T. trichiura infection [115,118,119].doi:10.1371/journal.pmed.1001620.g006

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odds of infection. Our sanitation findings were comparable to

those found by Ziegelbauer and colleagues, who asserted that

improved sanitation access should be prioritized alongside

preventive chemotherapy to achieve a sustainable reduction in

helminthiasis burden. They found an overall pooled odds ratio of

0.51 (95% CI 0.44–0.61) for the effect of sanitation availability and

use, while we found an odds ratio of 0.66 (95% CI 0.57–0.76).

Species-specific results were similar as well, with the exception of

hookworm. Differences in the magnitude of our findings may be

attributed to the use of adjusted measures in our analysis, since

Ziegelbauer and colleagues used unadjusted estimates. In addition,

we did not include separate estimates for sanitation use and access.

Taken together, these two reviews support the hypothesis that

improved access to, and use of, sanitation prevents STH infection.

Additional research could help explore the complementarity of

sanitation promotion with MDA.

For hygiene, three randomized controlled trials provided strong

evidence linking hygiene practices—especially handwashing with

soap—to reductions in STH infection [75–77]. However, not all

hygiene interventions may be effective in reducing STH infection

[86]. Our meta-analyses of the effect of handwashing before eating

and after defecation for A. lumbricoides infection, along with

handwashing after defecation and soap use for any STH infection,

also yielded significant results that suggest protective effects.

Accurately assessing handwashing is challenging; self-reported and

observed measures are often highly biased [33]. Many studies rely

on self-report, but individuals have consistently been shown to

over-report handwashing behaviors [98]. Heterogeneity was

exhibited in the analysis of handwashing after defecation,

suggesting that the benefits of handwashing may vary considerably

depending on circumstances and definitions. Beyond handwash-

ing, our analysis also showed that wearing shoes was associated

with significantly lower odds of infection with hookworm and any

STH.

These results may be of interest to several audiences.

Researchers can take note of the gaps in the literature identified

by this review and focus investigation on key outstanding questions

(e.g., the impact of WASH on S. stercoralis infections). Policymakers

should understand that, despite gaps in data, these findings

provide a broad evidence base in support of WASH for STH

control—especially from randomized trials for hygiene interven-

tions. WASH practitioners will recognize that these findings

provide further support for their efforts and, we hope, will consider

partnering with STH researchers to evaluate future interventions.

Strengths and LimitationsOur review included only adjusted effect estimates in meta-

analyses, which lends greater strength to our pooled results [37].

Many different variables were controlled across studies, which may

contribute to heterogeneity. However, this variation in adjusted

models may also serve as a small buffer against the inherent

heterogeneity across observational studies. Different covariates will

vary in importance for different populations and circumstances, so

a broad review like ours may benefit from pooling estimates from

Figure 7. Meta-analysis of the association between sanitation access and infection with any STH [97,111,112,114,115,120–122].doi:10.1371/journal.pmed.1001620.g007

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Figure 8. Meta-analysis of the association between sanitation access and A. lumbricoides infection [66,82,115,121,123,124].doi:10.1371/journal.pmed.1001620.g008

Figure 9. Meta-analysis of the association between sanitation access and T. trichiura infection [82,84,97,115,124–126].doi:10.1371/journal.pmed.1001620.g009

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Figure 10. Meta-analysis of the association between sanitation access and hookworm infection [65,124,126–128]. Note:Chongsuvivatwong et al [65]. reported on two separate studies in their 1996 article.doi:10.1371/journal.pmed.1001620.g010

Figure 11. Meta-analysis of the association between soap use and infection with any STH [70,73,129].doi:10.1371/journal.pmed.1001620.g011

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models that were adapted by researchers to best fit their data and

contexts. There are many factors that could confound the

relationship between WASH access or practices and STH

prevalence, including socioeconomic status, age, and gender.

Consideration of only crude associations would likely overstate the

magnitude of effect for WASH exposures or even misinterpret the

true direction of effect [99]. Limiting our focus to adjusted

measures of effect reduces the number of eligible studies, which

may impact the generalizability of our results. This strategy also

amplifies the impact of selective reporting, since many authors

reported only statistically significant adjusted estimates.

Evidence quality was typically ‘‘low’’—the default GRADE for

observational research—meaning that our confidence in pooled

effect estimates is limited, and that the true effect may be markedly

Figure 12. Meta-analysis of the association between handwashing before eating and infection with A. lumbricoides [80,125,130].doi:10.1371/journal.pmed.1001620.g012

Figure 13. Meta-analysis of the association between handwashing after defecation and infection with A. lumbricoides [66,80,116].doi:10.1371/journal.pmed.1001620.g013

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Figure 14. Meta-analysis of the association between handwashing after defecation and infection with any STH [73,80,112,116,131].doi:10.1371/journal.pmed.1001620.g014

Figure 15. Meta-analysis of the association between wearing shoes and hookworm infection [65,118,132,133]. Note:Chongsuvivatwong et al. [65] reported on two separate studies in their 1996 article.doi:10.1371/journal.pmed.1001620.g015

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different from the results reported here [40]. A much stronger case

can be made for the benefit of hygiene because of the evidence

provided by recent randomized controlled trials, but results from

our meta-analyses suggest that the protective effect of hygiene

practices on STH infection may be variable depending on context.

Publication bias also represents a concern. Five meta-analyses

(piped water for any STH and A. lumbricoides, wearing shoes for

hookworm and any STH, sanitation access for hookworm) showed

evidence of publication bias in funnel plot assessments. However,

two of those plots (piped water for A. lumbricoides and sanitation

access for hookworm) showed that larger studies yielded more

protective associations, suggesting that the results from those

analyses may be underestimating the true relationship strength.

This was unexpected—and possibly caused by the natural

heterogeneity across observational studies—since larger studies

are traditionally expected to show smaller magnitudes of effect.

Heterogeneity creates great difficulty in assessing publication bias

accurately with statistical tests, so it is impossible to know how

pronounced publication bias may be throughout our meta-

analyses [100].

ConclusionA vibrant discussion continues in the literature about the role of

MDA in measurably mitigating morbidity from STH infection at

the population level [101–106]. MDA alone is unlikely to

permanently interrupt STH transmission. Our review provides

evidence that WASH is a valuable component for STH control

strategies, but guidelines and targets for the integration of these

approaches are needed. Increased attention towards WASH for

STH also has great potential to catalyze synergies with integrated

NTD control programs, while jointly elevating awareness of

WASH and NTDs [5,28,107]. Additional high-quality research

into the potential of integrated WASH interventions is merited,

specifically on the complementarity of WASH and MDA. Recent

and ongoing research continues to build an evidence-base that can

guide policymaking and programmatic decisions [27,28,108].

Increased collaboration between the health and WASH sectors

represents a key enterprise for the future of NTD control and

elimination [109,110].

Supporting Information

Figure S1 Funnel plot for treated water use and anySTH infection.

(EPS)

Figure S2 Funnel plot for piped water use and any STHinfection.

(EPS)

Figure S3 Funnel plot for piped water use and A.lumbricoies infection.

(EPS)

Figure S4 Funnel plot for piped water use and T.trichiura infection.

(EPS)

Figure S5 Funnel plot for sanitation access and any STHinfection.

(EPS)

Figure S6 Funnel plot for sanitation access and A.lumbricoides infection.

(EPS)

Figure S7 Funnel plot for sanitation access and T.trichiura infection.

(EPS)

Figure 16. Meta-analysis of the association between wearing shoes and infection with any STH [111,129,134].doi:10.1371/journal.pmed.1001620.g016

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Figure S8 Funnel plot for sanitation access and hook-worm infection.(EPS)

Figure S9 Funnel plot for soap use and any STH infection.(EPS)

Figure S10 Funnel plot for handwashing before eatingand A. lumbricoides infection.(EPS)

Figure S11 Funnel plot for handwashing after defecat-ing and A. lumbricoides infection.(EPS)

Figure S12 Funnel plot for handwashing after defecat-ing and any STH infection.(EPS)

Figure S13 Funnel plot for wearing shoes and hook-worm infection.(EPS)

Figure S14 Funnel plot for wearing shoes and any STHinfection.(EPS)

Table S1 Excluded studies.(DOC)

Table S2 Study bias assesment.

(DOC)

Text S1 PRISMA checklist.

(DOC)

Text S2 MOOSE checklist.

(DOC)

Text S3 Original methods protocol.

(DOC)

Acknowledgments

We thank Rachel Stelmach and Claire Still for their stellar work on data

collection and extraction. We also thank Shuyuan Huang, Peiling Yap, and

Yingsi Lai for their assistance translating Chinese-language articles.

Author Contributions

Conceived and designed the experiments: ECS DGA MES SO MCF.

Performed the experiments: ECS DGA MCF. Analyzed the data: ECS.

Contributed reagents/materials/analysis tools: ECS MES. Wrote the first

draft of the manuscript: ECS DGA MCF. Contributed to the writing of the

manuscript: ECS DGA MES SO JU MCF. ICMJE criteria for authorship

read and met: ECS DGA MES SO JU MCF. Agree with manuscript

results and conclusions: ECS DGA MES SO JU MCF.

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Editors’ Summary

Background. Worldwide, more than a billion people areinfected with soil-transmitted helminths (STHs), parasiticworms that live in the human intestine (gut). These intestinalworms, including roundworm, hookworm, and whipworm,mainly occur in tropical and subtropical regions and are mostcommon in developing countries, where personal hygiene ispoor, there is insufficient access to clean water, and sanitation(disposal of human feces and urine) is inadequate or absent.STHs colonize the human intestine and their eggs are shed infeces and enter the soil. Humans ingest the eggs, either bytouching contaminated ground or eating unwashed fruit andvegetables grown in such soil. Hookworm may enter the bodyby burrowing through the skin, most commonly when bare-footed individuals walk on infected soil. Repeated infectionwith STHs leads to a heavy parasite infestation of the gut,causing chronic diarrhea, intestinal bleeding, and abdominalpain. In addition the parasites compete with their human hostfor nutrients, leading to malnutrition, anemia, and, in heavilyinfected children, stunting of physical growth and slowing ofmental development.

Why Was This Study Done? While STH infections can betreated in the short-term with deworming medication, rapidre-infection is common, therefore a more comprehensiveprogram of improved water, sanitation, and hygiene (WASH)is needed. WASH strategies include improvements in wateraccess (e.g., water quality, water quantity, and distance towater), sanitation access (e.g., access to improved latrines,latrine maintenance, and fecal sludge management), andhygiene practices (e.g., handwashing before eating and/orafter defecation, water treatment, soap use, wearing shoes,and water storage practices). WASH strategies have beenshown to be effective for reducing rates of diarrhea andother neglected tropical diseases, such as trachoma; how-ever, there is limited evidence linking specific WASH accessor practices to STH infection rates. In this systematic reviewand meta-analysis, the researchers investigate whetherWASH access or practices lower the risk of STH infections.A systematic review uses predefined criteria to identify allthe research on a given topic; a meta-analysis is a statisticalmethod that combines the results of several studies.

What Did the Researchers Do and Find? The researchersidentified 94 studies that included measurements of therelationship between WASH access and practices with one ormore types of STHs. Meta-analyses of the data from 35 ofthese studies indicated that overall people with access toWASH strategies or practices were about half as likely to beinfected with any STH. Specifically, a lower odds of infectionwith any STH was observed for those people who usetreated water (odd ratio [OR] of 0.46), have access tosanitation (OR of 0.66), wear shoes (OR of 0.30), and use soapor have soap availability (OR of 0.53) compared to thosewithout access to these practices or strategies. In addition,infection with roundworm was less than half as likely inthose who practiced handwashing both before eatingand after defecating than those who did not practicehandwashing (OR of 0.38 and 0.45, respectively).

What Do These Findings Mean? The studies included inthis systematic review and meta-analysis have severalshortcomings. For example, most were cross-sectionalsurveys—studies that examined the effect of WASH strate-gies on STH infections in a population at a single time point.Given this study design, people with access to WASHstrategies may have shared other characteristics thatwere actually responsible for the observed reductions inthe risk of STH infections. Consequently, the overall qualityof the included studies was low and there was someevidence for publication bias (studies showing a positiveassociation are more likely to be published than thosethat do not). Nevertheless, these findings confirm thatWASH access and practices provide an effective controlmeasure for STH. Controlling STHs in developing countrieswould have a huge positive impact on the physical andmental health of the population, especially children, there-fore there should be more emphasis on expanding access toWASH as part of development guidelines and targets, inaddition to short-term preventative chemotherapy currentlyused.

Additional Information. Please access these websites viathe online version of this summary at http://dx.doi.org/10.1371/journal.pmed.1001620.

N The US Centers for Disease Control and Prevention alsoprovides detailed information on roundworm, whipworm,and hookworm infections

N The World Health Organization provides information onsoil-transmitted helminths, including a description of thecurrent control strategy

N Children Without Worms (CWW) partners with Johnson& Johnson, GlaxoSmithKline, the World Health Organiza-tion, national ministries of health and education,non-governmental organizations, and others topromote treatment and prevention of soil-transmittedhelminthiasis. CWW advocates a four-pronged, compre-hensive control strategy—Water, Sanitation, HygieneEducation, and Deworming (WASHED) to break the cycleof reinfection

N The Global Network for Neglected Tropical Diseases, anadvocacy initiative dedicated to raising the awareness,political will, and funding necessary to control andeliminate the most common neglected tropical diseases,provides information on infections with roundworm(ascariasis), whipworm (trichuriasis), and hookworm

N WASH for the Neglected Tropical Diseases is a repository ofinformation on WASH and the neglected tropical diseases(NTDs) such as soil-transmitted helminthiasis, and featuresa resource titled ‘‘WASH and the NTDs: A Manual for WASHImplementers.’’

N Two international programs promoting water sanitationare the World Health Organization Water Sanitation andHealth program and the World Health Organization/UnitedNations Childrens Fund Joint Monitoring Programme forWater Supply and Sanitation

WASH and STH Meta-Analysis

PLOS Medicine | www.plosmedicine.org 38 March 2014 | Volume 11 | Issue 3 | e1001620