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November 16, 2016Scientific Reports35 citationsOpen Access

The threshold effects of meteorological factors on Hand, foot, and mouth disease (HFMD) in China, 2011

ZDZhicheng DuWZWangjian ZhangDZDingmei Zhang

Structured PICO

P
Population
Hand, foot, and mouth disease (HFMD) surveillance data across 31 provinces in mainland China in 2011 (about 95% of cases in children under 5 years old)
I
Intervention
Meteorological factors (temperature, relative humidity, atmospheric pressure)
O
Outcome
Monthly incidence of HFMD and high risk periods

Meteorological factors, specifically temperature >24.85 °C and relative humidity between 80.59-82.55%, significantly increase the risk of HFMD outbreaks in China.

Limitations

  • Handled temporal and spatial correlations in a simple way
  • Socio-economic factors not taken into account
  • Underreporting of HFMD cases
  • Lack of information on changes of confounders including demographics and adaptation

Abstract

We explored the threshold effects of meteorological factors on hand, foot and mouth disease (HFMD) in mainland China to improve the prevention and early warning. Using HFMD surveillance and meteorological data in 2011, we identified the threshold effects of predictors on the monthly incidence of HFMD and predicted the high risk months, with classification and regression tree models (CART). The results of the classification tree showed that there was an 82.35% chance for a high risk of HFMD when the temperature was greater than 24.03 °C and the relative humidity was less than 60.9% during non-autumn seasons. According to the heatmap of high risk prediction, the HFMD incidence in most provinces was beyond the normal level during May to August. The results of regression tree showed that when the temperature was greater than 24.85 °C and the relative humidity was between 80.59% and 82.55%, the relative risk (RR) of HFMD was 3.49 relative to monthly average incidence. This study provided quantitative evidence for the threshold effects of meteorological factors on HFMD in China. The conditions of a temperature greater than 24.85 °C and a relative humidity between 80.59% and 82.55% would lead to a higher risk of HFMD.

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Cite This Study

Du et al. (2016) studied this question.

synapsesocial.com/papers/6a6f5f7226a7f98052dc0cb9https://doi.org/10.1038/srep36351
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