ArticleJournal of environmental economics and management2024
Early warning systems, mobile technology, and cholera aversion: Evidence from rural Bangladesh.
Article in Journal of environmental economics and management, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers, 1 of them a synthesis that pooled it.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
3 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Cholera in Lagos State, Nigeria: a One Health perspective on outbreaks and public health interventions.Frontiers in public health · 2026Pooled it
- A cost-benefit analysis of using wastewater monitoring to guide typhoid vaccine campaigns.Tropical diseases, travel medicine and vaccines · 2025Article
- Satellite-Derived, Smartphone-Delivered Geospatial Cholera Risk Information for Vulnerable Populations.GeoHealth · 2024Article
Corrections and comments
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Authors and funding
5 authors.
Funding
Abstract
In Bangladesh, cholera poses a significant environmental health risk. Yet, information about the severity of cholera risk is limited as risk varies over time and changing weather patterns make historical cholera risk predictions less reliable. In this paper, we examine how households use geographically and temporally personalized cholera risk predictions to inform their beliefs and behaviors related to cholera and its aversion. We estimate how access to a smartphone application containing monthly cholera risk predictions unique to a user's home location affects households' beliefs about their cholera risk and their water use and hygiene behaviors. We find that households with access to this application feel more equipped to respond to environmental and health risks and reduce their reliance on surface water for bathing and washing-a common cholera transmission pathway. We do not find that households invest additional resources into drinking water treatment, nor do we find reductions in self-reported cholera incidence. Further, households with a static, non-personalized app containing public health information about cholera exhibit similar patterns of beliefs updating. Taken together, our results suggest that access to dynamic risk information can help households make safer water choices, yet improving design and credibility remain important dimensions for increasing application usability.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.