Cited by 53Child Nutrition and Water AccessUrban and Rural Development ChallengesPublic Health and Environmental Issues

Water, Sanitation, and Hygiene Practices in Urban Slums of Eastern India

Open access
Kanungo, Suman, Chatterjee, Pranab, Saha, Jayanta, Pan, Tania, Chakrabarty, Nandini Datta, Dutta, Shanta·2021·The Journal of Infectious Diseases

Abstract

Background: The Sustainable Development Goals identified universal access to water and sanitation facilities as key components for improving health. We assessed water, sanitation, and hygiene (WASH) practices and associated determinants among residents of urban slums in Kolkata, India. Methods: Information on WASH practices was collected in 2 surveys (2018 and 2019) from participants of a prospective enteric fever surveillance conducted in 2 municipal wards of Kolkata. A composite WASH practice score was computed and a hierarchical stepwise multiple linear regression model constructed to identify key determinants of improved WASH score. Results: Over 90% of households had access to piped water; 6% reported access to continuous supply. Adult women (61% in 2018; 45% in 2019) spent 20 minutes daily to fetch water. Access to improved latrines was almost universal, although 80% used shared facilities. Unhealthy disposal of children’s stools was reported in both rounds. Food hygiene practices were high, with most (>90%) washing uncooked items before eating; frequent consumption of street food items was reported. Conclusions: The study area reported high WASH coverage. Unhygienic behavioral patterns predisposing to food- or water-borne diseases were also noted. Awareness building and sustainable community mobilization for food hygiene needs to be emphasized to ensure community well-being.

AI snapshot

Written from the paper’s full text.

TL;DR

Two surveys in urban slums of Kolkata found high coverage of improved water and sanitation but persistent risky hygiene behaviors, including shared toilets, limited household water treatment, and frequent street-food consumption. A composite WASH score showed little improvement between 2018 and 2019, with only about one-third of households improving.

Key findings

  • Over 90% of households had access to piped water, but only 5.97% reported continuous supply in round 2; adult women most commonly fetched water (61.06% in 2018; 45.31% in 2019), with a median of 20 minutes spent daily.
  • Access to improved latrines was almost universal, but about 80% used shared facilities (79.87% in 2018; 77.32% in 2019), shared between a median of 6 households. Risky disposal of children’s stools was reported by 14.3% in round 1 and 8.3% in round 2.
  • Food hygiene practices were high for washing uncooked food before eating (93.47% in 2018; 97.82% in 2019), but frequent street-food consumption was common: 41% in round 1 and 47% in round 2 reported eating ready-to-eat street food at least once a week.
  • In hierarchical linear regression, fewer households sharing a toilet and less time spent fetching water were significantly associated with improved WASH score in model 2 (sharing: β = 0.02, P < .001; fetching time: β = 0.006, P = .01), though overall R² was low (0.054).

Methods

  • Community-based prospective enteric fever surveillance in 2 municipal wards of Kolkata, with WASH questionnaires administered to households at baseline (March–September 2018) and 1 year later (March–September 2019).
  • Round 1 surveyed 4104 households; round 2 surveyed 3906 households. The surveillance enrolled 5991 children aged 6 months to <15 years, with 258 lost to follow-up.
  • A composite WASH score was computed across water, sanitation, and food hygiene domains (maximum possible score 10). Univariable linear regression and hierarchical stepwise multiple linear regression were used to identify factors associated with WASH score.

Limitations

  • The paper states possible recall bias, no direct collection of hand hygiene information, self-reported data with social desirability bias, no observational verification of reported practices, inability to demonstrate the knowledge–practice gap, no evaluation of cleanliness or appropriate use of sanitation facilities, post hoc analysis, and inability to ascribe temporality.
  • The paper also notes that the composite WASH score’s generalizability may be in doubt, though its internal reliability is assured because all families were measured on the same scale.
  • The text makes evident that the regression models explained little variance (R² = 0.054 in model 2), indicating that unobserved factors likely influence WASH scores.

Model-written summary. Check it against the paper before relying on it.

Integrity signals

Registry

Crossref · 10.1093/infdis/jiab354

Cites

22 of 22 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

6 of 15 cited sources checked · 3 supported · 0 flagged · accuracy not yet measured

  • Findingown data

    In model 2, after adjusting for years of completed education, family size, and public access to family's toilet facilities, fewer households sharing a toilet was significantly associated with higher WASH score.

    “After adjusting for the years of completed education, family size, and public access to family’s toilet facilities, model 2 indicated that there was a significant improvement in WASH score when fewer households shared a toilet and less time was spent in collecting water.”
    Quote in the paperSubstantial claim
  • Findingown data

    A median of 20 minutes was spent fetching water in both survey rounds.

    “A median of 20 minutes was spent in fetching water in both rounds.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: The self-reported WASH practices collected by questionnaire accurately reflect the households' actual WASH practices.
  • Findingown data

    Over 41% of respondent households in round 1 and 47% in round 2 reported consuming ready-to-eat street foods at a frequency greater than or equal to once a week.

    “Over 41% of respondent households in round 1 and 47% in round 2 reported consuming such foods at a frequency greater than or equal to once a week.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: The self-reported WASH practices collected by questionnaire accurately reflect the households' actual WASH practices.
  • Findingown data

    Frequent consumption of street food items was reported.

    “frequent consumption of street food items was reported.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: The self-reported WASH practices collected by questionnaire accurately reflect the households' actual WASH practices.
  • Findingown data

    Over 95% of households reported having access to some form of improved, flush, or pour-flush latrine.

    “Over 95% of the households reported having access to some form of improved, flush, or pour-flush latrine.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: The self-reported WASH practices collected by questionnaire accurately reflect the households' actual WASH practices.
  • Classified as probably not a substantial claim. 21
  • May combine two claims. 14
  • The quote only partly states this claim. 1
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Lack of access to safe water, proper sanitation, and inadequate hygiene practices are linked with increased risk of transmitting infectious diseases like cholera, typhoid, hepatitis A, and other water-related diseases.

    “Lack of access to safe water, proper sanitation, and inadequate hygiene practices have been linked with the increased risk of transmitting infectious diseases like cholera, typhoid, hepatitis A, and many other water-related diseases [1, 2].”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites [1] World Health Organization., 2021

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites [2] Stanaway, 2019, The global burden of typhoid and paratyphoid fevers: a systematic analysis for the Global Burden of Disease Study 2017, Lancet Infect Dis source

      The Introduction (page not provided) links typhoid and paratyphoid infections to poor water supply and sanitation, and the Methods identify unsafe drinking water as a known typhoid risk factor. The paper does not establish the claimed links for inadequate hygiene, cholera, hepatitis A, or other water-related diseases. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    In high-income countries, introduction of clean water, well-designed sewerage systems, adoption of hygienic practices, and increased awareness led to a dramatic reduction of morbidity and mortality associated with fecal-oral transmission.

    “The introduction of clean water, well-designed sewerage systems, and adoption of hygienic practices, along with increased awareness in high-income countries, has led to a dramatic reduction of morbidity and mortality associated with fecal-oral transmission in these countries [5, 24].”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites [5] Prüss-Ustün, 2014, Burden of disease from inadequate water, sanitation and hygiene in low- and middle-income settings: a retrospective analysis of data from 145 countries, Trop Med Int Health source

      The Discussion reports that diarrhoeal deaths have dropped considerably since 2004, partly because of better access to water and sanitation. It does not establish that the introduction of these measures, hygienic practices, and increased awareness caused a dramatic reduction in both morbidity and mortality specifically in high-income countries; the study focuses on low- and middle-income settings. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
    • cites [24] Brown, 2013, Water, sanitation, hygiene and enteric infections in children, Arch Dis Child source

      The Introduction (page unavailable) says that the Victorian-era introduction of clean water and sewerage led to a dramatic reduction in morbidity and mortality from faecal–oral infections. The paper also describes health benefits of hygiene practices, but does not identify adoption of those practices or increased awareness as causes of that historical reduction across high-income countries. (LLM, conf=0.87)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    In urban slums of south Delhi, a majority (75%) did not treat water before drinking because they thought the water was already clean.

    “This is similar to a finding from a study conducted in urban slums of south Delhi [17], where a majority (75%) did not treat the water before drinking, as most of them thought the water was already clean and ready to drink.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [17] Joshi, 2014, Water and sanitation hygiene knowledge attitude practice in urban slum settings, Glob J Health Sci source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    In Sugali Tribe of Chittoor, Andhra Pradesh, parents' higher levels of education were associated with improved WASH practices.

    “Similarly, a study conducted among households with children younger than 5 years of the Sugali Tribe of Chittoor, Andhra Pradesh, stated that parents’ higher levels of education were associated with improved WASH practices [25].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [25] Reddy, 2017, Water and sanitation hygiene practices for under-five children among households of Sugali tribe of Chittoor District, Andhra Pradesh, India, J Environ Public Health source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Enteric fever imposes a significant public health burden and is a cause for concern in India, with varied geographic heterogeneity across the country.

    “Enteric fever is a condition that imposes a significant public health burden and is a cause for concern in India, with varied geographic heterogeneity across the country [12].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [12] John, 2016, The burden of typhoid and paratyphoid in India: systematic review and meta-analysis, PLoS Negl Trop Dis source
  • May combine two claims.

    Findingown data

    Model 2 is a better, more parsimonious fit than model 3, as the R2 change from model 2 to model 3 was not statistically significant.

    “We then added the variables of location of cooking and family type to construct model 3, but we observed that the change in R2 was not statistically significant, indicating that model 2 is a better, more parsimonious fit than model 3.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Most families resided in single-room households.

    “Most of the families resided in single-room households, as is normal for the area under study.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: The self-reported WASH practices collected by questionnaire accurately reflect the households' actual WASH practices.
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    The median monthly family income was slightly higher in round 2 (INR 9000; IQR 8000-12 000) than in round 1 (INR 8000; IQR 7000-10 000).

    “The median monthly family income was slightly higher in round 2 (median Indian rupee [INR] 9000; IQR, INR 8000–12 000) than in round 1 (median INR, 8000; IQR, INR 7000–10 000).”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: The self-reported WASH practices collected by questionnaire accurately reflect the households' actual WASH practices.
  • May combine two claims.

    Findingown data

    In the second round, use of water filters (6.81%) was the commonest home-based water treatment, followed by boiling (1.66%).

    “In the second round of the survey, we enquired about the specific strategy being used; use of water filters (6.81%) was the commonest, followed by boiling (1.66%).”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: The self-reported WASH practices collected by questionnaire accurately reflect the households' actual WASH practices.
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    A very small proportion of households reported backyard poultry rearing or cattle in both rounds.

    “A very small proportion reported to have backyard poultry rearing or cattle of any kind in both the rounds.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: The self-reported WASH practices collected by questionnaire accurately reflect the households' actual WASH practices.
  • May combine two claims.

    Findingown data

    Only about a third of the households noted an improvement in the WASH score in round 2, with a third noting a reduction in WASH score, and a third showing no change.

    “Only about a third of the households noted an improvement in the WASH score in round 2, with a third noting a reduction in WASH score, and a third showing no change.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: The self-reported WASH practices collected by questionnaire accurately reflect the households' actual WASH practices.
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    In both rounds, a large proportion of participating families were nuclear in nature.

    “In both rounds, a large proportion of the participating families were nuclear in nature, with a median family size of 5 (interquartile range [IQR], 4–6).”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: The self-reported WASH practices collected by questionnaire accurately reflect the households' actual WASH practices.
  • May combine two claims.

    Findingnone given

    Most families lived in rented structures with extended family members in single or double rooms, sharing toilets and other necessary infrastructure.

    “Most of these families lived in rented structures with extended family members either in single or double rooms, sharing toilets and other necessary infrastructure.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    No households reported receiving the highest WASH score in round 1 and only 1 household reported this score in round 2.

    “No households reported receiving the highest WASH score in round 1 and only 1 household reported this score in round 2.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: The self-reported WASH practices collected by questionnaire accurately reflect the households' actual WASH practices.
  • The quote only partly states this claim.

    Findingown data

    Adult women were the most common persons fetching water, with 61% in 2018 and 45% in 2019.

    “Adult women (61% in 2018; 45% in 2019) spent 20 minutes daily to fetch water.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: The self-reported WASH practices collected by questionnaire accurately reflect the households' actual WASH practices.
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    The median family size was 5 (IQR 4-6) in both rounds.

    “In both rounds, a large proportion of the participating families were nuclear in nature, with a median family size of 5 (interquartile range [IQR], 4–6).”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: The self-reported WASH practices collected by questionnaire accurately reflect the households' actual WASH practices.
  • May combine two claims.

    Findingown data

    Unadjusted simple linear regression indicated that baseline family size, completed years of education, monthly income, housing type, presence of a separate kitchen, location of cooking, cooking methods used, minutes spent fetching water daily, and number of households sharing a toilet were significantly associated with WASH score.

    “Unadjusted simple linear regression indicated that the baseline family size, completed years of education, monthly income, housing type, presence of a separate kitchen in the house, location of cooking, cooking methods used, minutes spent fetching water every day, and number of households sharing a toilet were significantly associated with the WASH score (Table 6).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Model 2 was a better fit than model 1, with a significant R2 change (P = .043).

    “The f test for change in R2 indicated that there was a significant change (P = .043) from model 1 and model 2 was a better fit.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    A large proportion of families resided in mixed kutcha-pucca houses.

    “A large proportion of the families resided in houses that were mixed kutcha-pucca in construction.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: The self-reported WASH practices collected by questionnaire accurately reflect the households' actual WASH practices.
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    A pretested questionnaire was used to collect WASH information.

    “A pretested questionnaire was administered to collect information on demography, assets, socioeconomic status, cooking fuel, access to safe water, sanitation, and hygiene practices from the households at the baseline (March to September 2018) and again 1 year later (March to September 2019).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Rigorous checking and verification of collected data, including quality control, were carried out regularly through the central data management team.

    “Rigorous checking and verification of the collected data, including quality control of the data, were carried out on a regular basis through the central data management team.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Typhoid causes an estimated 235 cases per 100,000 persons per year in Kolkata, as reported from cohort studies in urban slum dwellers.

    “Typhoid causes an estimated 235 cases per 100 000 persons per year in Kolkata, as reported from cohort studies in urban slum dwellers [13].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [13] Sur, 2006, The malaria and typhoid fever burden in the slums of Kolkata, India: data from a prospective community-based study, Trans R Soc Trop Med Hyg source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    There is a chance of recall bias around the yearly data collection timeline.

    “There is a chance of recall bias around the yearly data collection timeline.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Study design and conductreasoning

    There were no observational aspects of the study, limiting the possibility of verifying reported practices.

    “Further, there were no observational aspects of the study, which limits the possibility of verifying the reported practices.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    The low WASH score is indicative of vulnerabilities in the area, especially affecting the health of children younger than 5 years.

    “This low WASH score is indicative of the vulnerabilities in this area, especially affecting the health of children younger than 5 years.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: Safe WASH practices prevent the transmission of water-borne infections in the community.
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductown data

    In the first round of the survey, 4104 households were included and 3906 were surveyed in the second round.

    “In the first round of the survey, 4104 households were included and 3906 were surveyed in the second round.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductreasoning

    The data for the present analysis were collected as part of a large, community-based surveillance for enteric fever, using well-trained data collectors and field staff, making it highly accurate and internally valid.

    “However, the data for the present analysis were collected as part of a large, community-based surveillance for enteric fever, using well-trained data collectors and field staff, making it highly accurate and internally valid.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    258 children were lost to follow-up during the study period.

    “258 children were lost to follow-up during the study period.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    The data were scrutinized at multiple time points, ensuring high quality and fidelity in data collection.

    “The data were also scrutinized at multiple time points, ensuring high quality of the data as well as fidelity in the data collection processes.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Study design and conductown data

    All data were self-reported, increasing the risk of social desirability bias.

    “All data were self-reported, which increases the risk of social desirability bias.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning

    Overcrowded living situations impose a considerable strain on existing WASH facilities, and with higher usage and fewer maintenance breaks, the infrastructure can weaken over time.

    “It is to be noted that overcrowded living situations impose a considerable strain on existing WASH facilities, and with a higher degree of usage and fewer breaks for maintenance, the infrastructure can weaken over time.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: Overcrowding has historically been associated with the spread of infectious diseases.
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    In slum-dwellers in Hyderabad, Andhra Pradesh, better caregivers' knowledge was associated with higher odds of improved child hygiene practices.

    “Another study conducted among slum-dwellers in Hyderabad, Andhra Pradesh reported that better caregivers’ knowledge was associated with higher odds of improved child hygiene practices [26].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [26] Peter, 2014, Mothers’ caregiving resources and practices for children under 5 years in the slums of Hyderabad, India: a cross-sectional study, WHO South East Asia J Public Health source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductcitation

    The study followed the Joint Monitoring Program 2017 definitions for improved sources of drinking water and sanitation.

    “We followed the Joint Monitoring Program 2017 definitions for improved sources of drinking water and sanitation [15].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [15] World Health Organization, 2017

      Not checked in the free run.

33 of 33
  • The paper relies on this without support.

    The self-reported WASH practices collected by questionnaire accurately reflect the households' actual WASH practices.

    “A pretested questionnaire was administered to collect information on demography, assets, socioeconomic status, cooking fuel, access to safe water, sanitation, and hygiene practices from the households at the baseline (March to September 2018) and again 1 year later (March to September 2019).”
  • The paper relies on this without support.

    The two survey rounds are comparable and changes between them reflect real changes in WASH practices rather than differences in sampling or measurement.

    “In the first round of the survey, 4104 households were included and 3906 were surveyed in the second round.”
  • The paper relies on this without support.

    Safe WASH practices prevent the transmission of water-borne infections in the community.

    “Safe WASH practices prevent the transmission of water-borne infections in the community.”
  • The paper relies on this without support.

    Overcrowding has historically been associated with the spread of infectious diseases.

    “Historically, overcrowding has been associated with the spread of infectious diseases.”
  • The paper relies on this without support.

    Swachh Bharat Abhiyan has made major strides in coverage of vulnerable areas with appropriate WASH services.

    “It must be noted that as an outcome of the Swachh Bharat Abhiyan, there has been major strides made in coverage of vulnerable areas with appropriate WASH services.”
  • The paper relies on this without support.

    Other essential infrastructure has failed to keep pace over the years, leading to poor drainage, waterlogging during monsoon, and fecal contamination of the piped water supply.

    “Ensured access to a sanitary flush toilet has become a reality, although other essential infrastructure has failed to keep pace over the years, leading to poor drainage in the area, resulting in waterlogging during the monsoon months, along with fecal contamination of the piped water supply.”
6 of 6

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

Each contradiction between two passages listed here was confirmed by an independent check.

  • Monthly income is called significant despite its nonsignificant result

    Minor

    The results narrative includes monthly income among the significantly associated factors, but Table 6 reports P = .231 and a confidence interval that includes zero.

  • Housing type is called significant despite its nonsignificant results

    Minor

    The results narrative names housing type as significantly associated with the WASH score, but neither housing-type comparison in Table 6 is significant.

2 of 2

Cites

Flagged first, then by citations

1 of the 23 references couldn’t be matched to a known paper.

Research works printed but not linked: 2

  1. World Health Organization, 2017, Progress on drinking water, sanitation and hygiene
  2. Ministry of Statistics and Programme Implementation, 2016, Housing. Statistical Year Book of India

Cited by

Sorted by citations

Authors
Kanungo, S., Chatterjee, P., Saha, J., Pan, T., Chakrabarty, N. D., & Dutta, S.
Affiliations
  • National Institute of Cholera and Enteric Diseases (IN)
  • Johns Hopkins University (US)
Corresponding author
Dutta, Shanta
Venue
The Journal of Infectious Diseases
Published
2021-11-15
Volume
224
Issue
Supplement_5
Pages
S573-S583
ISSN
  • 0022-1899 (ISSN-L)
  • 1537-6613
OpenAlex
W3215343326
Cited by
53
References
23
Citations by year
2026: 8 · 2025: 18 · 2024: 15 · 2023: 8 · 2022: 4
FWCI
4.30
Type
journal article
Language
en
Open access
Locations
  • The Journal of Infectious Diseases (publishedVersion, cc-by)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
Funders
Bill and Melinda Gates Foundation (INV-009497-OPP1159351)
Topics
  • Health Sciences › Nursing › Nutrition and Dietetics › Child Nutrition and Water Access
  • Social Sciences › Urban Studies › Urban and Rural Development Challenges
  • Physical Sciences › Environmental Science › Health, Toxicology and Mutagenesis › Public Health and Environmental Issues
Keywords
urban slums, Kolkata, enteric fever, food hygiene, water fetching, piped water access, Sustainable Development Goals, waterborne diseases, community mobilization
MeSH terms
Adult, Child, Cross-Sectional Studies, Female, Humans, Hygiene, India, Poverty Areas, Prospective Studies, Sanitation, Water, Water Supply

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.

Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-11-03.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-11-03.

Cited sources are checked by gpt-6-sol.

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.

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