Skip to content
Open access

Humidex-related risk of other infectious diarrhea in Anhui, China: a multi-city study on spatial heterogeneity and socioeconomic modifiers

Aug 2026 · BMC Public Health · 0 citations

TL;DR

This study quantifies humid-heat-related OID risks and investigates the socioeconomic determinants driving spatial vulnerability in Anhui, China, highlighting an “adaptation deficit” in less-developed regions.

Abstract

Climate change may influence the transmission dynamics of enteric pathogens through changes in temperature, humidity, precipitation, and environmental exposure. Humid heat poses a significant threat, yet its synergistic impact on Other Infectious Diarrhea (OID) remains under-characterized. This study quantifies humid-heat-related OID risks and investigates the socioeconomic determinants driving spatial vulnerability in Anhui, China. Daily data on OID cases ( n  = 822,220) and meteorological variables were collected from 16 cities in Anhui Province (2015–2023). We employed a two-stage strategy: city-specific distributed lag non-linear models (DLNM) to estimate exposure-response associations, followed by multivariate meta-regression to evaluate geographical and socioeconomic effect modifiers. Spatial clustering was quantified using Global Moran’s I statistics. The association between Humidex and OID was non-linear, with significant spatial clustering that intensified over time (Moran’s I : 0.36–0.47, P  < 0.001). Substantial heterogeneity was observed ( I ² = 70.03%), masking marked disparities: less-developed northern cities faced significantly higher risks (e.g., Bengbu, RR = 2.08) and larger disease burdens (e.g., Suzhou, AN = 7,671) than southern counterparts. Multivariate meta-regression identified urbanization rate, GDP per capita, and latitude as the primary drivers of this regional heterogeneity. Humid-heat-related OID risk is structurally modulated by socioeconomic development. Urbanization and economic capacity act as critical buffers, highlighting an “adaptation deficit” in less-developed regions. Public health interventions should prioritize high-risk northern hotspots to mitigate climate-driven health inequities.

Read PDF

Similar papers

Open access Aug 2026

Vulnerability to climate-driven pathogen-specific diarrheal diseases: secondary analysis from the Global Enteric Multicenter Study and Vaccine Impact on Diarrhea in Africa follow-up

The identification of climate-related risk factors for pathogen-specific diarrhea is critical for building resilience in high-risk and low-resource settings. Here we performed secondary analysis of published data from the Global Enteric Multicenter Study (GEMS) and Vaccine Impact on Diarrhea in Africa (VIDA) follow-up....

M. Kowalcyk, K. Karnauskas, Indira Bose et al. · 0 citations
Open access Aug 2026

Unraveling meteorologically influenced recurrence and sequential infection risks among influenza, mumps, scarlet fever, and hand-foot-and-mouth disease: evidence from Shenzhen, China

Background Meteorological factors are key triggers for infectious diseases in high-density cities, yet their influence on the acute disease patterns of influenza, mumps, scarlet fever, and hand-foot-and-mouth disease (HFMD) remains unclear. This study aims to reveal the variations in relative risk and secondary infecti...

Hongxin Lyu, Huawei Xiong, Jue Liao et al. · 0 citations
Sep 2026

Short-Term Meteorological Variability and Pathogen-Specific Foodborne Disease Risk in Ningbo, China.

Meteorological factors may influence the risk of foodborne diseases (FBDs), but evidence comparing different case definitions and pathogen-specific associations within the same surveillance system remains limited. This study aimed to investigate the relationship between short-term exposure to meteorological factors and...

Yi-Chao Dai, Dan-Jie Jiang, B. Lu et al. · 0 citations
Open access Aug 2026

Seasonal and Climatic Drivers of Lassa Fever Transmission in Nigeria: A Multi-Year Ecological Analysis (2020–2025)

The findings suggest that climatic conditions influence transmission through their effects on environmental suitability, rodent ecology, and opportunities for human exposure through their effects on environmental suitability, rodent ecology, and opportunities for human exposure during the dry season.

A. Henry, K. Lasisi, Hamisu Idi et al. · 0 citations
Open access Aug 2026

Meteorological drivers and short-term prediction of dengue fever in a tropical region of China: evidence from Hainan Province

High temperature was primarily associated with medium-to-long-term dengue risk, whereas low-to-moderate diurnal temperature range increased short-term risk, whereas low-to-moderate diurnal temperature range increased short-term risk.

Yi-Yao Lian, Yan Jin, Yu-Fei Wang et al. · 0 citations
Open access Aug 2026

Meteorological and environmental factors associated with the spatiotemporal risk of severe fever with thrombocytopenia syndrome in Japan: A prefecture-level time-series modeling study

The increasing number and geographic expansion of SFTS cases highlight the growing public health importance of this disease in Japan and improve understanding of factors associated with SFTS transmission and may inform future risk assessment and public health preparedness.

Fangyu Yan, Sophearen Ith, Noriko Kitamura et al. · 0 citations

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.