Evidence map›Paper›PMID 26641649›Full record

ArticlePLoS neglected tropical diseases2015

Tracking Cholera through Surveillance of Oral Rehydration Solution Sales at Pharmacies: Insights from Urban Bangladesh.

Andrew S Azman, Justin Lessler, Syed Moinuddin Satter, Michael V Mckay, Azharul Khan, Dilruba Ahmed, Emily S Gurley

Open access · goldAbstract read
In one paragraph

Article in PLoS neglected tropical diseases, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
15citing papers in PubMed, 2 pooled it
1.0field-weighted citation impact, top 23% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

15 citing papers in PubMed, 2 syntheses or guidelines pooled it, 19 citations in OpenAlex.

  1. Drug sales data for gastrointestinal infections surveillance: a systematic review up to 2025.Archives of public health = Archives belges de sante publique · 2026
    Pooled it
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  8. Is It Human or Animal? The Origin of PathogenicTropical medicine and infectious disease · 2021
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  12. A Comparative Analysis ofFrontiers in microbiology · 2018
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors at 2 institutions in 2 countries.

Andrew S AzmanJohns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, United States of America.
Justin LesslerJohns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, United States of America.
Syed Moinuddin SatterInternational Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh.
Michael V MckayRTI International, Nairobi, Kenya.
Azharul KhanInternational Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh.
Dilruba AhmedInternational Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh.
Emily S GurleyInternational Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh.
International Centre for Diarrhoeal Disease Research · BDJohns Hopkins University · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundIn Bangladesh, pharmacy-purchased oral rehydration solution (ORS) is often used to treat diarrhea, including cholera. Over-the-counter sales have been used for epidemiologic surveillance in the past, but rarely, if ever, in low-income countries. With few early indicators for cholera outbreaks in endemic areas, diarrhea-related product sales may serve as a useful surveillance tool. METHODOLOGY/PRINCIPAL

findingsWe tracked daily ORS sales at 50 pharmacies and drug-sellers in an urban Bangladesh community of 129,000 for 6-months while simultaneously conducting surveillance for diarrhea hospitalizations among residents. We developed a mobile phone based system to track the sales of ORS and deployed it in parallel with a paper-based system. Our objectives were to determine if the mobile phone system was practical and acceptable to pharmacists and drug sellers, whether data were reported accurately compared to a paper-based system, and whether ORS sales were associated with future incidence of cholera hospitalizations within the community. We recorded 47,215 customers purchasing ORS, and 315 hospitalized diarrhea cases, 22% of which had culture-confirmed cholera. ORS sales and diarrhea incidence were independently associated with the mean daily temperature; therefore both unadjusted and adjusted models were explored. Through unadjusted cross-correlation statistics and generalized linear models, we found increases in ORS sales were significantly associated with increases in hospitalized diarrhea cases up to 9-days later and hospitalized cholera cases up to one day later. After adjusting for mean daily temperature, ORS was significantly associated with hospitalized diarrhea two days later and hospitalized cholera one day later. CONCLUSIONS/SIGNIFICANCE: Pharmacy sales data may serve as a feasible and useful surveillance tool. Given the relatively short lagged correlation between ORS sales and diarrhea, rapid and accurate sales data are key. More work is needed in creating actionable algorithms that make use of this data and in understanding the generalizability of our findings to other settings.

Indexed as

Drug UtilizationEpidemiological MonitoringAdultBangladeshCholeraData CollectionFemaleFluid TherapyHospitalizationHumansMaleRehydration SolutionsYoung AdultRehydration Solutions

Identifiers

PMID26641649
PMCPMC4671575
OpenAlexW2189631667

What OpenQuestion holds

Textmetadata
LicenceCC BY
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Registered trials

None linked

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.