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Association Among Household Water, Sanitation, and Hygiene (WASH) Status and Typhoid Risk in Urban Slums: Prospective Cohort Study in Bangladesh
BACKGROUND: Typhoid fever, or enteric fever, is a highly fatal infectious disease that affects over 9 million people worldwide each year, resulting in more than 110,000 deaths. Reduction in the burden of typhoid in low-income countries is crucial for public health and requires the implementation of...
Autores principales: | , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
JMIR Publications
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10696503/ https://www.ncbi.nlm.nih.gov/pubmed/37983081 http://dx.doi.org/10.2196/41207 |
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author | Tadesse, Birkneh Tilahun Khanam, Farhana Ahmmed, Faisal Liu, Xinxue Islam, Md Taufiqul Kim, Deok Ryun Kang, Sophie SY Im, Justin Chowdhury, Fahima Ahmed, Tasnuva Aziz, Asma Binte Hoque, Masuma Park, Juyeon Pak, Gideok Jeon, Hyon Jin Zaman, Khalequ Khan, Ashraful Islam Kim, Jerome H Marks, Florian Qadri, Firdausi Clemens, John D |
author_facet | Tadesse, Birkneh Tilahun Khanam, Farhana Ahmmed, Faisal Liu, Xinxue Islam, Md Taufiqul Kim, Deok Ryun Kang, Sophie SY Im, Justin Chowdhury, Fahima Ahmed, Tasnuva Aziz, Asma Binte Hoque, Masuma Park, Juyeon Pak, Gideok Jeon, Hyon Jin Zaman, Khalequ Khan, Ashraful Islam Kim, Jerome H Marks, Florian Qadri, Firdausi Clemens, John D |
author_sort | Tadesse, Birkneh Tilahun |
collection | PubMed |
description | BACKGROUND: Typhoid fever, or enteric fever, is a highly fatal infectious disease that affects over 9 million people worldwide each year, resulting in more than 110,000 deaths. Reduction in the burden of typhoid in low-income countries is crucial for public health and requires the implementation of feasible water, sanitation, and hygiene (WASH) interventions, especially in densely populated urban slums. OBJECTIVE: In this study, conducted in Mirpur, Bangladesh, we aimed to assess the association between household WASH status and typhoid risk in a training subpopulation of a large prospective cohort (n=98,087), and to evaluate the performance of a machine learning algorithm in creating a composite WASH variable. Further, we investigated the protection associated with living in households with improved WASH facilities and in clusters with increasing prevalence of such facilities during a 2-year follow-up period. METHODS: We used a machine learning algorithm to create a dichotomous composite variable (“Better” and “Not Better”) based on 3 WASH variables: private toilet facility, safe drinking water source, and presence of water filter. The algorithm was trained using data from the training subpopulation and then validated in a distinct subpopulation (n=65,286) to assess its sensitivity and specificity. Cox regression models were used to evaluate the protective effect of living in “Better” WASH households and in clusters with increasing levels of “Better” WASH prevalence. RESULTS: We found that residence in households with improved WASH facilities was associated with a 38% reduction in typhoid risk (adjusted hazard ratio=0.62, 95% CI 0.49-0.78; P<.001). This reduction was particularly pronounced in individuals younger than 10 years at the first census participation, with an adjusted hazard ratio of 0.49 (95% CI 0.36-0.66; P<.001). Furthermore, we observed an inverse relationship between the prevalence of “Better” WASH facilities in clusters and the incidence of typhoid, although this association was not statistically significant in the multivariable model. Specifically, the adjusted hazard of typhoid decreased by 0.996 (95% CI 0.986-1.006) for each percent increase in the prevalence of “Better” WASH in the cluster (P=.39). CONCLUSIONS: Our findings demonstrate that existing variations in household WASH are associated with differences in the risk of typhoid in densely populated urban slums. This suggests that attainable improvements in WASH facilities can contribute to enhanced typhoid control, especially in settings where major infrastructural improvements are challenging. These findings underscore the importance of implementing and promoting comprehensive WASH interventions in low-income countries as a means to reduce the burden of typhoid and improve public health outcomes in vulnerable populations. |
format | Online Article Text |
id | pubmed-10696503 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | JMIR Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-106965032023-12-06 Association Among Household Water, Sanitation, and Hygiene (WASH) Status and Typhoid Risk in Urban Slums: Prospective Cohort Study in Bangladesh Tadesse, Birkneh Tilahun Khanam, Farhana Ahmmed, Faisal Liu, Xinxue Islam, Md Taufiqul Kim, Deok Ryun Kang, Sophie SY Im, Justin Chowdhury, Fahima Ahmed, Tasnuva Aziz, Asma Binte Hoque, Masuma Park, Juyeon Pak, Gideok Jeon, Hyon Jin Zaman, Khalequ Khan, Ashraful Islam Kim, Jerome H Marks, Florian Qadri, Firdausi Clemens, John D JMIR Public Health Surveill Original Paper BACKGROUND: Typhoid fever, or enteric fever, is a highly fatal infectious disease that affects over 9 million people worldwide each year, resulting in more than 110,000 deaths. Reduction in the burden of typhoid in low-income countries is crucial for public health and requires the implementation of feasible water, sanitation, and hygiene (WASH) interventions, especially in densely populated urban slums. OBJECTIVE: In this study, conducted in Mirpur, Bangladesh, we aimed to assess the association between household WASH status and typhoid risk in a training subpopulation of a large prospective cohort (n=98,087), and to evaluate the performance of a machine learning algorithm in creating a composite WASH variable. Further, we investigated the protection associated with living in households with improved WASH facilities and in clusters with increasing prevalence of such facilities during a 2-year follow-up period. METHODS: We used a machine learning algorithm to create a dichotomous composite variable (“Better” and “Not Better”) based on 3 WASH variables: private toilet facility, safe drinking water source, and presence of water filter. The algorithm was trained using data from the training subpopulation and then validated in a distinct subpopulation (n=65,286) to assess its sensitivity and specificity. Cox regression models were used to evaluate the protective effect of living in “Better” WASH households and in clusters with increasing levels of “Better” WASH prevalence. RESULTS: We found that residence in households with improved WASH facilities was associated with a 38% reduction in typhoid risk (adjusted hazard ratio=0.62, 95% CI 0.49-0.78; P<.001). This reduction was particularly pronounced in individuals younger than 10 years at the first census participation, with an adjusted hazard ratio of 0.49 (95% CI 0.36-0.66; P<.001). Furthermore, we observed an inverse relationship between the prevalence of “Better” WASH facilities in clusters and the incidence of typhoid, although this association was not statistically significant in the multivariable model. Specifically, the adjusted hazard of typhoid decreased by 0.996 (95% CI 0.986-1.006) for each percent increase in the prevalence of “Better” WASH in the cluster (P=.39). CONCLUSIONS: Our findings demonstrate that existing variations in household WASH are associated with differences in the risk of typhoid in densely populated urban slums. This suggests that attainable improvements in WASH facilities can contribute to enhanced typhoid control, especially in settings where major infrastructural improvements are challenging. These findings underscore the importance of implementing and promoting comprehensive WASH interventions in low-income countries as a means to reduce the burden of typhoid and improve public health outcomes in vulnerable populations. JMIR Publications 2023-11-20 /pmc/articles/PMC10696503/ /pubmed/37983081 http://dx.doi.org/10.2196/41207 Text en ©Birkneh Tilahun Tadesse, Farhana Khanam, Faisal Ahmmed, Xinxue Liu, Md Taufiqul Islam, Deok Ryun Kim, Sophie SY Kang, Justin Im, Fahima Chowdhury, Tasnuva Ahmed, Asma Binte Aziz, Masuma Hoque, Juyeon Park, Gideok Pak, Hyon Jin Jeon, Khalequ Zaman, Ashraful Islam Khan, Jerome H Kim, Florian Marks, Firdausi Qadri, John D Clemens. Originally published in JMIR Public Health and Surveillance (https://publichealth.jmir.org), 20.11.2023. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in JMIR Public Health and Surveillance, is properly cited. The complete bibliographic information, a link to the original publication on https://publichealth.jmir.org, as well as this copyright and license information must be included. |
spellingShingle | Original Paper Tadesse, Birkneh Tilahun Khanam, Farhana Ahmmed, Faisal Liu, Xinxue Islam, Md Taufiqul Kim, Deok Ryun Kang, Sophie SY Im, Justin Chowdhury, Fahima Ahmed, Tasnuva Aziz, Asma Binte Hoque, Masuma Park, Juyeon Pak, Gideok Jeon, Hyon Jin Zaman, Khalequ Khan, Ashraful Islam Kim, Jerome H Marks, Florian Qadri, Firdausi Clemens, John D Association Among Household Water, Sanitation, and Hygiene (WASH) Status and Typhoid Risk in Urban Slums: Prospective Cohort Study in Bangladesh |
title | Association Among Household Water, Sanitation, and Hygiene (WASH) Status and Typhoid Risk in Urban Slums: Prospective Cohort Study in Bangladesh |
title_full | Association Among Household Water, Sanitation, and Hygiene (WASH) Status and Typhoid Risk in Urban Slums: Prospective Cohort Study in Bangladesh |
title_fullStr | Association Among Household Water, Sanitation, and Hygiene (WASH) Status and Typhoid Risk in Urban Slums: Prospective Cohort Study in Bangladesh |
title_full_unstemmed | Association Among Household Water, Sanitation, and Hygiene (WASH) Status and Typhoid Risk in Urban Slums: Prospective Cohort Study in Bangladesh |
title_short | Association Among Household Water, Sanitation, and Hygiene (WASH) Status and Typhoid Risk in Urban Slums: Prospective Cohort Study in Bangladesh |
title_sort | association among household water, sanitation, and hygiene (wash) status and typhoid risk in urban slums: prospective cohort study in bangladesh |
topic | Original Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10696503/ https://www.ncbi.nlm.nih.gov/pubmed/37983081 http://dx.doi.org/10.2196/41207 |
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