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Reproducibility package for Effects of a community-driven water, sanitation, and hygiene intervention on diarrhea, child growth, and local institutions: a cluster-randomized controlled trial in rural Democratic Republic of Congo

2025
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Reference ID
PP_COD_2024_234
DOI
https://doi.org/10.60572/5dww-3171
Author(s)
John P. Quattrochi, Kevin Croke, Caleb Dohou, Luca Stanus Ghib, Yannick Lokaya, Aidan Coville, Eric Mvukiyehe
Collections
Journal articles
Metadata
JSON
Created on
Jan 31, 2025
Last modified
Jan 31, 2025
  • Project Description
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  • Overview
  • Reproducibility Package
  • Description
  • Scope and coverage
  • Disclaimer
  • Access and rights
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  • Information on metadata
  • Citation
  • Overview

    Abstract

    Background. Diarrhea and growth faltering in early childhood reduce survival and impair neurodevelopment. We assessed whether a national program combining (i) funds for latrine and water upgrades; (ii) institutional strengthening; and (iii) behavior change campaigns reduced diarrhea and stunting, and strengthened local institutions.
    Methods and Findings. We collaborated with program implementers to conduct a cluster-randomized controlled trial in four provinces of the Democratic Republic of Congo. 332 rural villages were grouped into 121 clusters to minimize geographic spillovers. Between 15 March and 30 June 2018, we randomly assigned, after stratifying by province and cluster size, 50 intervention and 71 control clusters. Masking of participants and interviewers was not possible. Primary outcomes were length-for-age Z score among children under 5 years of age, caregiver-reported diarrhea in last 7 days among children under 5 years of age, and an index of community WASH institutions. The primary analysis was on an intention-to-treat basis, using a binary variable indicating whether the participant was in an intervention or control cluster. The trial was registered with the Pan African Clinical Trials Registry, number PACTR202102616421588 and the American Economics Association RCT registry, number AEARCTR-0004648.
    1,971 households were interviewed between Nov 2022 and April 2023, median 3.5 years post-intervention. The intervention did not affect 7-day diarrhea prevalence (adjusted mean 44 difference -0.01 [95% CI -0.05– 0.03]) or length-for-age (adjusted mean difference -0.01 [95ECI -0.15–0.12]). Intervention villages scored 0.40 SD higher (95% CI 0.16–0.65) on the WASH institutions index.
    Conclusions. The DRC’s national rural WASH program increased access to improved water and sanitation infrastructure, and created new WASH institutions, all of which persisted for at least 3.5 years. However, these effects were not sufficient to reduce diarrhea or growth faltering.

    Reproducibility Package

    Scripts
    Readme Get Reproducibility Package
    Link: https://reproducibility.worldbank.org/index.php/catalog/239/download/694/README.pdf
    Reproducibility package (code and partial data) for Effects of a community-driven water, sanitation, and hygiene intervention on diarrhea, child growth, and local institutions: a cluster-randomized controlled trial in rural Democratic Republic of Congo
    Title
    Reproducibility package (code and partial data) for Effects of a community-driven water, sanitation, and hygiene intervention on diarrhea, child growth, and local institutions: a cluster-randomized controlled trial in rural Democratic Republic of Congo
    Date
    2025-01
    Dependencies
    Dependencies obtained from the SSC repository are included in the folder "Dofiles/ado". The dependency "igrowup" from the WHO is included in the folder "Documentation/02_igrowup".
    Notes
    Computational reproducibility verified by Development Impact (DIME) Analytics team, World Bank.
    Source code repository
    Repository name URI
    Reproducible Research Repository (World Bank) https://reproducibility.worldbank.org
    Software
    Stata
    Name
    Stata
    Version
    18.0

    Reproducibility

    Technology environment

    Paper exhibits were reproduced in two computers with the following specifications:
    • Computer 1:
    – OS: Windows 11 Enterprise, version 23H2
    – Processor: 11th Gen Intel(R) Core(TM) i5-1145G7 @ 2.60GHz 1.50 GHz
    – Memory available: 15.7 GB
    – Software version: Stata 18.0 MP
    • Computer 2:
    – OS: Windows 10 Enterprise, version 22H2
    – Processor: Intel(R) Xeon(R) Gold 6226R CPU @ 2.90GHz 2.90 GHz (2 processors)
    – Memory available: 113 GB
    – Software version: Stata 18.0 MP

    Technology requirements

    Runtime: 2 minutes

    Reproduction instructions
    1. Secure Access to Data: The data required for replication is not yet publicly available. It is expected to be made public in the upcoming months. Users can contact one of the study authors for early access, see subsection Datasets for details.
    2. Download and Place Data: Once the data is obtained, users should download it and place it in the appropriate folder.
    3. Run the Package: After placing the data in the folder:
      • Open "Project_MasterDofile.do"
      • Change the global "ProjectFolder" in line 24 to your folder's location
      • Run the do-file

    Since the data is not currently publicly available, the package includes the code outputs in the folder "Analysis", which contains the results produced by replicators. This file can be used to review the results presented in the paper.

    Data

    Datasets
    Village randomization data
    Name
    Village randomization data
    Note
    Source: World Bank. Located at: "Data/Master_Data/rando_fulldata.dta" and "Data/Master_Data/vilage_list_health_paper.dta". The first file contains the intermediate list of randomized treatment villages and the second the final list of randomized treatment villages after applying additional eligibility rules.
    Access policy
    Data is forthcoming in the World Bank Microdata Library. Users can contact Aidan Coville (acoville@worldbank.org) for earlier access.
    Outcomes data on water quality, water point mapping, children anthropometrics, village leadership, WASH organization, and household information
    Name
    Outcomes data on water quality, water point mapping, children anthropometrics, village leadership, WASH organization, and household information
    Note
    Source: World Bank. Located at: "Data/Raw", see README for the data location of each file. Data was collected by the authors between November 2022 and February 2023 in participating villages of rural areas of the Democratic Republic of Congo.
    Access policy
    Data is forthcoming in the World Bank Microdata Library. Users can contact Aidan Coville (acoville@worldbank.org) for earlier access.
    WHO Child Growth Standards
    Name
    WHO Child Growth Standards
    Note
    Source: WHO. Located at: "Documentation/02_igrowup/macros_reftables". Data is used to calculate anthropometric z-scores according to WHO standards. It works jointly with the ado files in the folder "Documentation/02_igrowup", which also come from the same source as the dataset. The team uses a version of the dataset and ado files released in 2007. It is possible that currently available versions in the data URL might differ from the one used for this reproducibility package.
    Access policy
    Data is included in the reproducibility package
    License
    Creative Commons Attribution-NonCommercial-ShareAlike 3.0 Intergovernmental Organization (CC BY-NC-SA 3.0 IGO)
    License URL
    https://github.com/unicef-drp/igrowup_update
    Data URL
    https://github.com/unicef-drp/igrowup_update
    Data statement

    Some data is not yet publicly available but is expected to be made available through the World Bank Microdata Library in the future.

    Description

    Output
    Effects of a community-driven water, sanitation, and hygiene intervention on diarrhea, child growth, and local institutions: a cluster-randomized controlled trial in rural Democratic Republic of Congo
    Type
    Journal article
    Title
    Effects of a community-driven water, sanitation, and hygiene intervention on diarrhea, child growth, and local institutions: a cluster-randomized controlled trial in rural Democratic Republic of Congo
    Authors
    Author Affiliation Email
    John P. Quattrochi Graduate School of Arts & Sciences, Georgetown University john.quattrochi@georgetown.edu
    Kevin Croke Department of Global Health & Population, Harvard TH Chan School of Public Health kcroke@hsph.harvard.edu
    Caleb Dohou World Bank cdohou@worldbank.org
    Luca Stanus Ghib World Bank lstanusghib@worldbank.org
    Yannick Lokaya World Bank
    Aidan Coville World Bank acoville@worldbank.org
    Eric Mvukiyehe Department of Political Science, Duke University eric.mvukiyehe@duke.edu
    Date of production

    2025-01

    Scope and coverage

    Geographic locations
    Location Code
    Democratic Republic of Congo COD

    Disclaimer

    Disclaimer

    The materials in the reproducibility packages are distributed as they were prepared by the staff of the International Bank for Reconstruction and Development/The World Bank. The findings, interpretations, and conclusions expressed in this event do not necessarily reflect the views of the World Bank, the Executive Directors of the World Bank, or the governments they represent. The World Bank does not guarantee the accuracy of the materials included in the reproducibility package.

    Access and rights

    License
    Name URI
    Modified BSD3 https://opensource.org/license/bsd-3-clause/

    Contacts

    Contacts
    Name Affiliation Email
    Caleb Dohou World Bank cdohou@worldbank.org
    Reproducibility WBG World Bank reproducibility@worldbank.org

    Information on metadata

    Producers
    Name Abbreviation Affiliation Role
    Reproducibility WBG DIME World Bank - Development Impact Department Verification and preparation of metadata
    Date of Production

    2024-12-05

    Document version

    2

    Citation

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