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Association between Rainfall and Mortality Due to Diarrhoeal Diseases by Climate Classification: A Multi-Country Modelling Study

25 Pages Posted: 13 Sep 2023

See all articles by Paul Chua

Paul Chua

Nagasaki University - Department of Global Health

Aurelio Tobias

Nagasaki University - Department of Global Health

Lina Madaniyazi

Nagasaki University - Department of Global Health

Chris Fook Sheng Ng

Nagasaki University - Department of Global Health

Vera Ling Hui Phung

University of Tokyo

Sze Hang Fu

Kenya Medical Research Institute (KEMRI) - Centre for Global Health Research

Peter Rodriguez

University of Toronto - Centre for Global Health Research

Patrick Brown

University of Toronto

Micheline de Sousa Zanotti St Coelho

University of São Paulo (USP); International University of the Health Sciences

Paulo Saldiva

University of São Paulo (USP) - Ribeirao Preto Medical School

Noah C. Scovronick

Emory University

Aniruddha Deshpande

Emory University - Rollins School of Public Health

Miguel Antonio Salazar

Alliance for Improving Health Outcomes, Inc.,

Miguel Manuel Dorotan

Alliance for Improving Health Outcomes, Inc.,

Kraichat Tantrakarnapa

Mahidol University

Wissanupong Kliengchuay

Mahidol University

Rosana Abrutzky

University of Buenos Aires (UBA)

Gabriel Carrasco

Universidad Peruana Cayetano Heredia - Instituto de Medicina Tropical Alexander von Humboldt

Dominic Roye

Climate Research Foundation

Simon Hales

University of Otago

Masahiro Hashizume

University of Tokyo - Department of Global Health Policy

More...

Abstract

Background: Various rainfall conditions could promote the transmission of diarrhoeal diseases by affecting the pathogen concentration in the environment. Given the diversity of rainfall patterns across different climates, this study explored the associations between rainfall and diarrhoeal mortality in tropical, temperate, and arid regions.  

Methods: Daily counts of diarrhoeal mortality and 28-day cumulative rainfall from 1997 to 2019 were analysed across 29 within-country climatic regions in eight middle-income countries (Argentina, Brazil, Costa Rica, India, Peru, Philippines, South Africa, and Thailand). A two-stage approach was employed, using conditional Poisson regression models for each location and meta-analysis for pooling location-specific coefficients by climate. 

Findings: In tropical climate, higher rainfall increased the risk of diarrhoeal mortality. Under extremely wet conditions (95th percentile of 28-day cumulative rainfall), diarrhoeal mortality increased by 18·1% [95% confidence interval (CI): 9·7–27·2%] compared to minimum risk rainfall. For temperate and arid climates, diarrhoeal mortality increased in both dry and wet conditions. In extremely dry conditions (5th percentile of 28-day cumulative rainfall), diarrhoeal mortality risk increased by 2·2% (95%CI: 0·6–4·0%) for temperate and 4·1% (95%CI: 0·7–7·7%) for arid climates. Similarly, under extremely wet conditions, diarrhoeal mortality risk increased by 2·6% (95%CI: 0·2–5·1%) for temperate and 5·3% (95%CI: 1·0–9·9%) for arid climates.

Interpretation: Associations between rainfall and diarrhoeal mortality exhibit variations across different climates. These findings emphasise the importance of considering such climate-specific differences in global projections of future rainfall-related diarrhoeal mortality.

Funding: This research was performed by Japan Science and Technology Agency as part of SICORP (Grant Number JPMJSC20E4) and the Environment Research and Technology Development Fund (Grant Numbers JPMEERF23S21120 and JPMEERF20231007) of the Environmental Restoration and Conservation Agency provided by the Ministry of Environment of Japan.

Declaration of Interest: We declare no competing interests.

Keywords: diarrhoea, gastroenteritis, rainfall, precipitation, climate, weather

Suggested Citation

Chua, Paul and Tobias, Aurelio and Madaniyazi, Lina and Ng, Chris Fook Sheng and Phung, Vera Ling Hui and Fu, Sze Hang and Rodriguez, Peter and Brown, Patrick and Coelho, Micheline de Sousa Zanotti St and Saldiva, Paulo and Scovronick, Noah C. and Deshpande, Aniruddha and Salazar, Miguel Antonio and Dorotan, Miguel Manuel and Tantrakarnapa, Kraichat and Kliengchuay, Wissanupong and Abrutzky, Rosana and Carrasco, Gabriel and Roye, Dominic and Hales, Simon and Hashizume, Masahiro, Association between Rainfall and Mortality Due to Diarrhoeal Diseases by Climate Classification: A Multi-Country Modelling Study. Available at SSRN: https://ssrn.com/abstract=4569144 or http://dx.doi.org/10.2139/ssrn.4569144

Paul Chua (Contact Author)

Nagasaki University - Department of Global Health ( email )

Sakamoto, Nagasaki
Japan

Aurelio Tobias

Nagasaki University - Department of Global Health

Lina Madaniyazi

Nagasaki University - Department of Global Health ( email )

Chris Fook Sheng Ng

Nagasaki University - Department of Global Health ( email )

Vera Ling Hui Phung

University of Tokyo ( email )

Sze Hang Fu

Kenya Medical Research Institute (KEMRI) - Centre for Global Health Research ( email )

Kisumu
Kenya

Peter Rodriguez

University of Toronto - Centre for Global Health Research

Toronto, M5B 1W8
Canada

Patrick Brown

University of Toronto ( email )

105 St George Street
Toronto, M5S 3G8
Canada

Micheline de Sousa Zanotti St Coelho

University of São Paulo (USP) ( email )

International University of the Health Sciences ( email )

Saint Kitts and Nevis

Paulo Saldiva

University of São Paulo (USP) - Ribeirao Preto Medical School ( email )

Noah C. Scovronick

Emory University ( email )

Aniruddha Deshpande

Emory University - Rollins School of Public Health ( email )

Miguel Antonio Salazar

Alliance for Improving Health Outcomes, Inc., ( email )

Miguel Manuel Dorotan

Alliance for Improving Health Outcomes, Inc., ( email )

Kraichat Tantrakarnapa

Mahidol University ( email )

69 Vipawadee Rangsit Road
Phayatai, Bangkok, 10400
Thailand

Wissanupong Kliengchuay

Mahidol University ( email )

69 Vipawadee Rangsit Road
Phayatai, Bangkok, 10400
Thailand

Rosana Abrutzky

University of Buenos Aires (UBA) ( email )

Gabriel Carrasco

Universidad Peruana Cayetano Heredia - Instituto de Medicina Tropical Alexander von Humboldt ( email )

Lima
Peru

Dominic Roye

Climate Research Foundation ( email )

Simon Hales

University of Otago ( email )

P.O. Box 56
Dunedin, 9010
New Zealand

Masahiro Hashizume

University of Tokyo - Department of Global Health Policy ( email )