Evidence map›Paper›PMID 27935960›Full record

ArticlePLoS neglected tropical diseases2016

Hydrological Regime and Water Shortage as Drivers of the Seasonal Incidence of Diarrheal Diseases in a Tropical Montane Environment.

Laurie Boithias, Marc Choisy, Noy Souliyaseng, Marine Jourdren, Fabrice Quet, Yves Buisson, Chanthamousone Thammahacksa, Norbert Silvera, Keooudone Latsachack, Oloth Sengtaheuanghoung and 4 more

Open access · goldAbstract read
In one paragraph

Article in PLoS neglected tropical diseases, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
18citing papers in PubMed, 1 pooled it
4.0field-weighted citation impact, top 7% 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

18 citing papers in PubMed, 1 synthesis or guideline pooled it, 74 citations in OpenAlex.

  1. Pooled it
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  4. Adolescents' Knowledge on Climate Change: A Nationwide Study in Indonesia.International journal of environmental research and public health · 2025
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  7. Effects of Ambient Temperature, Relative Humidity, and Precipitation on Diarrhea Incidence in Surabaya.International journal of environmental research and public health · 2023
    Article
  8. Article
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  10. Article
  11. Article
  12. Experimental and modelling evidence of splash effects on manure borne Escherichia coli washoff.Environmental science and pollution research international · 2021
    Article
  13. Article
  14. Article
  15. Article
  16. Review
  17. Article
  18. Article
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

14 authors at 3 institutions in 3 countries.

Laurie BoithiasGéosciences Environnement Toulouse, Université de Toulouse, CNES, CNRS, IRD, UPS, Toulouse, France.ORCID 0000-0003-3414-7329
Marc ChoisyMIVEGEC (UMR CNRS-IRD-University of Montpellier), Montpellier, France.
Noy SouliyasengInstitut de la Francophonie pour la Médecine Tropicale (IFMT), Vientiane, Lao PDR.
Marine JourdrenIrstea Montpellier, Montpellier, France.
Fabrice QuetInstitut de la Francophonie pour la Médecine Tropicale (IFMT), Vientiane, Lao PDR.
Yves BuissonInstitut de la Francophonie pour la Médecine Tropicale (IFMT), Vientiane, Lao PDR.
Chanthamousone ThammahacksaIRD, Department of Agricultural Land Management (DALaM), Ban Nogviengkham, Xaythany District, Vientiane, Lao PDR.
Norbert SilveraIRD-iEES-Paris, Department of Agricultural Land Management (DALaM), Ban Nogviengkham, Xaythany District, Vientiane, Lao PDR.
Keooudone LatsachackIRD, Department of Agricultural Land Management (DALaM), Ban Nogviengkham, Xaythany District, Vientiane, Lao PDR.
Oloth SengtaheuanghoungDepartment of Agricultural Land Management (DALaM), Ban Nogviengkham, Xaythany District, Vientiane, Lao PDR.
Alain PierretIRD-iEES-Paris, Department of Agricultural Land Management (DALaM), Ban Nogviengkham, Xaythany District, Vientiane, Lao PDR.
Emma Rochelle-NewalliEES-Paris (IRD-Sorbonne Universités-UPMC-CNRS-INRA-UDD-UPEC), Université Pierre et Marie Curie (UPMC), 4 place Jussieu, Paris, France.
Sylvia BecerraGéosciences Environnement Toulouse, Université de Toulouse, CNES, CNRS, IRD, UPS, Toulouse, France.
Olivier RibolziGéosciences Environnement Toulouse, Université de Toulouse, CNES, CNRS, IRD, UPS, Toulouse, France.
Centre National de la Recherche Scientifique · FRCentre d’Infectiologie Christophe Mérieux of Laos · LACentre de Coopération Internationale en Recherche Agronomique pour le Développement · FR

Funding

Wellcome TrustWellcome Trust 106680/Z/14/Z
6 · The paper itself

Abstract

backgroundThe global burden of diarrhea is a leading cause of morbidity and mortality worldwide. In montane areas of South-East Asia such as northern Laos, recent changes in land use have induced increased runoff, soil erosion and in-stream suspended sediment loads, and potential pathogen dissemination. To our knowledge, few studies have related diarrhea incidences to catchment scale hydrological factors such as river discharge, and loads of suspended sediment and of Fecal Indicator Bacteria (FIB) such as Escherichia coli, together with sociological factors such as hygiene practices. We hypothesized that climate factors combined with human behavior control diarrhea incidence, either because higher rainfall, leading to higher stream discharges, suspended sediment loads and FIB counts, are associated with higher numbers of reported diarrhea cases during the rainy season, or because water shortage leads to the use of less safe water sources during the dry season. Using E. coli as a FIB, the objectives of this study were thus (1) to characterize the epidemiological dynamics of diarrhea in Northern Laos, and (2) to identify which hydro-meteorological and sociological risk factors were associated with diarrhea epidemics.

methodsConsidering two unconnected river catchments of 22 and 7,448 km2, respectively, we conducted a retrospective time series analysis of meteorological variables (rainfall, air temperature), hydrological variables (discharge, suspended sediments, FIB counts, water temperature), and the number of diarrheal disease cases reported at 6 health centers located in the 5 southern districts of the Luang Prabang Province, Lao PDR. We also examined the socio-demographic factors potentially affecting vulnerability to the effect of the climate factors, such as drinking water sources, hygiene habits, and recreational water exposure.

resultsUsing thus a mixed methods approach, we found E. coli to be present all year long (100-1,000 Most Probable Number or MPN 100 mL-1) indicating that fecal contamination is ubiquitous and constant. We found that populations switch their water supply from wells to surface water during drought periods, the latter of which appear to be at higher risk of bacterial contamination than municipal water fountains. We thus found that water shortage in the Luang Prabang area triggers diarrhea peaks during the dry and hot season and that rainfall and aquifer refill ends the epidemic during the wet season. The temporal trends of reported daily diarrhea cases were generally bimodal with hospital admissions peaking in February-March and later in May-July. Annual incidence rates were higher in more densely populated areas and mostly concerned the 0-4 age group and male patients.

conclusionsWe found that anthropogenic drivers, such as hygiene practices, were at least as important as environmental drivers in determining the seasonal pattern of a diarrhea epidemic. For diarrheal disease risk monitoring, discharge or groundwater level can be considered as relevant proxies. These variables should be monitored in the framework of an early warning system provided that a tradeoff is found between the size of the monitored catchment and the frequency of the measurement.

Indexed as

SeasonsWaterWater MicrobiologyWater SupplyCommunity Health CentersDemographyDiarrheaEpidemicsEscherichia coliFecesFemaleHumansHygieneLaosMaleRainWater

Identifiers

PMID27935960
PMCPMC5147807
OpenAlexW2560641723

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.