1. Time series analysis of mumps and meteorological factors in Beijing, China
- Author
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Yu Hao, Ran-ran Wang, Ling Han, Hong Wang, Xuan Zhang, Qiao-ling Tang, Long Yan, and Juan He
- Subjects
Beijing ,Meteorological factors ,Mumps ,Time series ,Infectious and parasitic diseases ,RC109-216 - Abstract
Abstract Background Over the past decades there have been outbreaks of mumps in many countries, even in populations that were vaccinated. Some studies suggest that the incidence of mumps is related to meteorological changes, but the results of these studies vary in different regions. To date there is no reported study on correlations between mumps incidence and meteorological parameters in Beijing, China. Methods A time series analysis incorporating selected weather factors and the number of mumps cases from 1990 to 2012 in Beijing was performed. First, correlations between meteorological variables and the number of mumps cases were assessed. A seasonal autoregressive integrated moving average model with explanatory variables (SARIMAX) was then constructed to predict mumps cases. Results Mean temperature, rainfall, relative humidity, vapor pressure, and wind speed were significantly associated with mumps incidence. After constructing the SARIMAX model, mean temperature at lag 0 (β = 0.016, p
- Published
- 2019
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