Global Monitoring of Water Supply and Sanitation: History, Methods and Future Challenges
Open accessAbstract
International monitoring of drinking water and sanitation shapes awareness of countries’ needs and informs policy, implementation and research efforts to extend and improve services. The Millennium Development Goals established global targets for drinking water and sanitation access; progress towards these targets, facilitated by international monitoring, has contributed to reducing the global disease burden and increasing quality of life. The experiences of the MDG period generated important lessons about the strengths and limitations of current approaches to defining and monitoring access to drinking water and sanitation. The methods by which the Joint Monitoring Programme (JMP) of WHO and UNICEF tracks access and progress are based on analysis of data from household surveys and linear regression modelling of these results over time. These methods provide nationally representative and internationally comparable insights into the drinking water and sanitation facilities used by populations worldwide, but also have substantial limitations: current methods do not address water quality, equity of access, or extra-household services. Improved statistical methods are needed to better model temporal trends. This article describes and critically reviews JMP methods in detail for the first time. It also explores the impact of, and future directions for, international monitoring of drinking water and sanitation.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
A structured questionnaire and observational checklist were adapted from related literature.
“A structured questionnaire and observational checklist were adapted from related literature.5,24”
From Self-Reported Food Safety Practices and Associated Factors Among Health Extension Model and Non-Model Households in Northeastern Ethiopia: A Comparative Cross-Sectional Study (2022) · cites this paper as [24]
The Methods section describes questionnaires used in water and sanitation monitoring, and Section 6.1 proposes direct observation of water sources. Neither passage addresses a structured questionnaire and observational checklist adapted from related literature; searches for those instruments and their adaptation found no such account in our copy. (LLM, conf=0.76)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
The citation lists haven’t been fetched yet
References 41 · Cited by 262
Research works printed but not linked: 11
- [12]Bartram J. Brocklehurst C. Luyendijk R. Hossain R. Fisher M.B. Wardlaw T. Gordon B. Global monitoring of water supply and sanitation: Critical commentary and future perspectives Future Perspect. 2014 in press PMC4143854 25116635
- [13]Borowy I. The League of Nations Health Organization: From European to Global Health Concerns? Available online: http://www.academia.edu/798208/The_League_of_Nations_Health_Organisation_from_European_to_Global_Health_Concerns (accessed on 10 July 2014)
- [38]Proposal for Consolidated Drinking Water, Sanitation and Hygiene Targets, Indicators and Definitions World Health Organization and United Nations Children’s Fund Geneva, Switzerland and New York, NY, USA 2013 Vol. 2013
- [39]SACOSAN Proceedings of SACOSAN 2003 Ministry of Local Government Rural Development and Cooperatives, Government of the People’s Republic of Bangladesh Dhaka, Bangladesh 2003
- [40]Water Proceedings of AFRICASAN 2008 2nd African Conference on Sanitation and Hygiene Durban, South Africa 18–21 February 2008
- [41]Proceedings of East Asia Ministerial Conference on Sanitation and Hygiene 2007 (EASan) WHO Beppu, Japan 2007
- [42]Declaracion de Cali Proceedings of Latin-American Sanitation Conference LATINOSAN Cali, Colombia 19 April 2007
- [49]Conference Statement on Sanitation and Hygiene in Africa AfricaSan Johannesburg, South Africa 2002
- [71]Study on Global AGEing and Adult Health (SAGE) WHO Geneva, Switzerland 2013
- [86]Proposal for Consolidated Drinking Water, Sanitation and Hygiene Targets, Indicators and Definitions WHO/UNICEF Geneva, Switzerland and New York, NY, USA 2013 Vol. 2013
- [88]The International Drinking Water Supply and Sanitation Decade: End of Decade Review WHO Geneva, Switzerland 1992
- Authors
- Bartram, J., Brocklehurst, C., Fisher, M., Luyendijk, R., Hossain, R., Wardlaw, T., & Gordon, B.
- Affiliations
- University of North Carolina at Chapel Hill (US)
- United Nations Children's Fund (US)
- World Health Organization (CH)
- Corresponding author
- Bartram, Jamie
- Venue
- International Journal of Environmental Research and Public Health
- Publisher
- MDPI AG
- Published
- 2014-08-11
- Volume
- 11
- Issue
- 8
- Pages
- 8137-8165
- ISSN
- 1660-4601 (ISSN-L)
- PMC
- PMC4143854
- OpenAlex
- W2002554120
- Cited by
- 262
- References
- 41
- Citations by year
- 2026: 17 · 2025: 16 · 2024: 13 · 2023: 29 · 2022: 22 · 2021: 29 · 2020: 20 · 2019: 33 · 2018: 24 · 2017: 25 · 2016: 19 · 2015: 12 · 2014: 2 · 2013: 1
- FWCI
- 1.41
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- International Journal of Environmental Research and Public Health (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- White Rose Research Online (University of Leeds, The University of Sheffield, University of York) (acceptedVersion)
- Carolina Digital Repository (University of North Carolina at Chapel Hill) (submittedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion)
- UNC Libraries
- Funders
- National Institutes of Health (T32ES007018)
- Topics
- Physical Sciences › Environmental Science › Water Science and Technology › Water Resource Management and Quality
- Health Sciences › Nursing › Nutrition and Dietetics › Child Nutrition and Water Access
- Physical Sciences › Environmental Science › Water Science and Technology › Environmental Science and Water Management
- Keywords
- drinking water access, sanitation access, global monitoring, Joint Monitoring Programme, Millennium Development Goals, household surveys, temporal trends, water quality, equitable access
- MeSH terms
- Environmental Monitoring, International Cooperation, Sanitation, United Nations, Water Supply, World Health Organization, History, 20th Century, History, 21st Century
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review