Why the study?
Studies have documented the impact of temperature on HFMD incidence, but none had examined its impact on transmissibility.
How do temperature and environmental covariates affect the incidence and transmissibility of hand, foot, and mouth disease?
How do temperature and environmental covariates affect the incidence and transmissibility of hand, foot, and mouth disease?
Temperature has a nonlinear association with HFMD incidence and transmissibility, peaking at 28°C and 19.69°C respectively, highlighting the need for targeted early interventions.
Supports temperature-informed HFMD surveillance; leaves open causal confirmation before guiding interventions.
BACKGROUND: Studies have documented the impact of temperature on the incidence of hand, foot, and mouth disease (HFMD); however, no study has examined its impact on the transmissibility. METHODS: The longitudinal surveillance data of HFMD in Zhejiang Province during 2013-2019 were collected from National Notifiable Infectious Diseases Reporting Information System. The incidence of HFMD was represented by daily case counts, and the transmissibility was quantified as the instantaneous reproductive number ([Formula: see text]). The case time series design was applied to investigate the association between temperature and HFMD incidence at small-scale spatial patterns (i.e., townships). General additive model was further employed to analyze the effects of temperature and other driving factors on the transmissibility of HFMD. Separate models were also conducted for each city, along with seasonal and spatial stratified analysis. RESULTS: We observed an inverted V-shaped association between temperature and HFMD incidence, with the highest cumulative relative risk (RR: 3.81, 95% CI: 3.75-3.86) at 28°C compared to the reference temperature. Notably, we discovered that HFMD transmissibility exhibited a similar but more pronounced sensitivity to temperature changes, peaking at a lower temperature of 19.69°C. City-specific and stratified results were aligned with the overall provincial pattern. Additionally, other significant driving factors of HFMD transmissibility included the depletion of susceptible individuals, school holidays, vaccination program, relative humidity, and the Normalized Difference Vegetation Index. CONCLUSION: Nonlinear associations between temperature and HFMD incidence, as well as transmissibility, are observed. Other driving factors potentially contribute to changes in HFMD dynamic transmission. These findings underscore the importance of implementing targeted policies aimed at early intervention, particularly when HFMD transmissibility begins to reach its peak.
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Wen et al. (2025) studied this question.
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