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February 27, 2026Advances in Climate Change Research0 citationsOpen Access

The burden of hand‒foot‒mouth disease in China affected by compound temperature and humidity events: A nationwide study

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BWBin WANGZMZhao MaHZHuan-Huan ZHANG

Key Result

High temperature and humidity synergy increased HFMD risk by 30% (RR 1.298), attributing 464,823 cases in China with risk events rising 24% since 2017.

Key Points

  • This study examines the impact of compound temperature and humidity events on the risk and burden of hand-foot-mouth disease (HFMD) in China.
  • Analyzed daily HFMD surveillance records and meteorological data from 302 cities (2011-2019)
  • Evaluated temperature-humidity interactions using generalized additive models (GAMs)
  • Quantified exposure-lag-response relationships via distributed lag nonlinear models (DLNMs)
  • Calculated attributable HFMD cases related to high-risk compound events
  • Identified significant synergistic effects between high temperature and humidity (S = 1.328)
  • High-risk conditions were above the 70th temperature percentile and 80th humidity percentile (RR: 1.298)
  • 464,823 HFMD cases were attributed to high-risk compound events across China
  • 24% increase in high HFMD risk compound events from 2017-2019 compared to 2011-2013
  • Vulnerable populations included preschool children and economically disadvantaged regions.

Structured PICO

Does exposure to compound high temperature and humidity events increase the risk and burden of hand-foot-mouth disease in China?

P
Population
Over 18 million cases of hand-foot-mouth disease (HFMD) based on daily surveillance records from 302 cities in China during 2011–2019.
I
Intervention
Exposure to compound temperature-humidity events (concurrent exposure above the 70th temperature percentile and 80th humidity percentile)
O
Outcome
HFMD risk and burden (attributable cases)

Compound high temperature and humidity events significantly increase the risk and burden of hand-foot-mouth disease, particularly among preschool children and in economically disadvantaged regions.

Abstract

Climate change has increased the frequency of extreme temperature and humidity events. Although the association between temperature and hand ‒ foot ‒ mouth disease (HFMD) is well-established, evidence regarding the synergistic amplification of risk driven by compound temperature‒humidity events remain limited. This study aims to investigate the temperature‒humidity synergistic effects on the HFMD risk and burden across China based on daily HFMD surveillance records and meteorological data from 302 cities during the period 2011–2019. Temperature‒humidity interactions are evaluated using generalized additive models (GAMs). Bivariate compound events are defined based on multiple temperature‒humidity percentile combinations. Exposure‒lag‒response relationships between temperature‒humidity compound events and HFMD risk are quantified using distributed lag nonlinear models (DLNMs) to identify high-risk thresholds with extreme characteristics. The HFMD burden is assessed through attributable case calculations. In over 18 million cases, we identified substantial synergistic effects between high temperature and humidity ( S = 1.328, 95% CI: 1.286–1.370). Concurrent exposure above the 70th temperature percentile and 80th humidity percentile constituted high-risk conditions for HFMD (RR: 1.298, 95% CI: 1.222–1.379) at the national level, yet specific thresholds and associated risks exhibited spatial heterogeneity across regions. Subgroup analysis further identified preschool children and regions with economic disadvantages as vulnerable populations. The frequency of high HFMD risk compound events increased by 24% during 2017–2019 compared with 2011–2013. We identified 464,823 HFMD cases attributable to high-risk compound events across China, with the burden increasing most substantially in Northeast and North China. These findings provide a scientific basis for developing climate-adaptive early-warning systems and targeted interventions.

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Cite This Study

WANG et al. (2026) studied this question. High temperature and humidity synergy increased HFMD risk by 30% (RR 1.298), attributing 464,823 cases in China with risk events rising 24% since 2017.

synapsesocial.com/papers/69a134fbed1d949a99abe6e7https://doi.org/10.1016/j.accre.2026.02.008
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