Evidence map›Paper›PMID 35627674›Full record

ArticleInternational journal of environmental research and public health2022

Effects of Climatic Factors on Diarrheal Diseases among Children below 5 Years of Age at National and Subnational Levels in Nepal: An Ecological Study.

Meghnath Dhimal, Dinesh Bhandari, Khem B Karki, Srijan Lal Shrestha, Mukti Khanal, Raja Ram Pote Shrestha, Sushma Dahal, Bihungum Bista, Kristie L Ebi, Guéladio Cissé and 2 more

Open access · goldAbstract read
In one paragraph

Article in International journal of environmental research and public health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
20citing papers in PubMed, 2 pooled it
3.1field-weighted citation impact, top 8% 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

20 citing papers in PubMed, 2 syntheses or guidelines pooled it, 31 citations in OpenAlex.

  1. Pooled it
  2. Systematic Review of Multi-Dimensional Vulnerabilities in the Himalayas.International journal of environmental research and public health · 2022
    Pooled it
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  15. A Systemic Review on Fitness and Survival ofIndian journal of microbiology · 2024
    Review
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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

12 authors at 8 institutions in 4 countries.

Meghnath DhimalNepal Health Research Council, Ramshah Path, Kathmandu 44600, Nepal.ORCID 0000-0001-7176-7821
Dinesh BhandariNepal Health Research Council, Ramshah Path, Kathmandu 44600, Nepal.ORCID 0000-0002-0979-1406
Khem B KarkiNepal Health Research Council, Ramshah Path, Kathmandu 44600, Nepal.
Srijan Lal ShresthaCentral Department of Statistics, Tribhuvan University, Kirtipur 44600, Nepal.ORCID 0000-0002-9390-8215
Mukti KhanalManagement Division, Department of Health Services, Teku, Kathmandu 44600, Nepal.
Raja Ram Pote ShresthaWorld Health Organization, Country Office for Nepal, Lalitpur 44600, Nepal.
Sushma DahalNepal Health Research Council, Ramshah Path, Kathmandu 44600, Nepal.
Bihungum BistaNepal Health Research Council, Ramshah Path, Kathmandu 44600, Nepal.
Kristie L EbiCenter for Health and the Global Environment, University of Washington, Seattle, WA 98195, USA.
Guéladio CisséDepartment of Epidemiology and Public Health, Swiss TPH, 4051 Basel, Switzerland.ORCID 0000-0002-6286-976X
Amir SapkotaMaryland Institute for Applied Environmental Health, School of Public Health, University of Maryland, College Park, MD 20742, USA.
David A GronebergInstitute of Occupation, Social and Environmental Medicine, Goethe University, 60323 Frankfurt am Main, Germany.
Nepal Health Research Council · NPTribhuvan University · NPBhaktapur Cancer Hospital · NPGeorgia State University · USGoethe University Frankfurt · DESwiss Tropical and Public Health Institute · CHUniversity of Maryland, College Park · USUniversity of Washington · US

Funding

World Health Organization 001
6 · The paper itself

Abstract

Introduction: The incidence of diarrhea, a leading cause of morbidity and mortality in low-income countries such as Nepal, is temperature-sensitive, suggesting it could be associated with climate change. With climate change fueled increases in the mean and variability of temperature and precipitation, the incidence of water and food-borne diseases are increasing, particularly in sub-Saharan Africa and South Asia. This national-level ecological study was undertaken to provide evidence linking weather and climate with diarrhea incidence in Nepal. Method: We analyzed monthly diarrheal disease count and meteorological data from all districts, spanning 15 eco-development regions of Nepal. Meteorological data and monthly data on diarrheal disease were sourced, respectively, from the Department of Hydrology and Meteorology and Health Management Information System (HMIS) of the Government of Nepal for the period from 2002 to 2014. Time-series log-linear regression models assessed the relationship between maximum temperature, minimum temperature, rainfall, relative humidity, and diarrhea burden. Predictors with p-values < 0.25 were retained in the fitted models. Results: Overall, diarrheal disease incidence in Nepal significantly increased with 1 °C increase in mean temperature (4.4%; 95% CI: 3.95, 4.85) and 1 cm increase in rainfall (0.28%; 95% CI: 0.15, 0.41). Seasonal variation of diarrheal incidence was prominent at the national level (11.63% rise in diarrheal cases in summer (95% CI: 4.17, 19.61) and 14.5% decrease in spring (95% CI: −18.81, −10.02) compared to winter season). Moreover, the effects of temperature and rainfall were highest in the mountain region compared to other ecological regions of Nepal. Conclusion: Our study provides empirical evidence linking weather factors and diarrheal disease burden in Nepal. This evidence suggests that additional climate change could increase diarrheal disease incidence across the nation. Mountainous regions are more sensitive to climate variability and consequently the burden of diarrheal diseases. These findings can be utilized to allocate necessary resources and envision a weather-based early warning system for the prevention and control of diarrheal diseases in Nepal.

Indexed as

DiarrheaWeatherChildClimate ChangeHumansNepalSeasonsclimate changediarrheaNepal

Identifiers

PMID35627674
PMCPMC9140521
OpenAlexW4280520730

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.