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Published on: November 10, 2023
Spatial Effect of Ecological Environmental Factors on Mumps in China during 2014-2018
Li Wen1, Danling Yang1, Yanning Li1
1Department of Biostatistics, School of Public Health, Guangxi Medical University, Nanning 530021, China.
Abstract:
(1) Background: although mumps vaccines have been introduced in most countries around the world in recent years, mumps outbreaks have occurred in countries with high vaccination rates. At present, China remains the focus of the global fight against mumps. This study aims to observe the epidemic characteristics and spatial clustering patterns of mumps and to investigate the potential factors affecting the disease incidence, which could provide novel ideas and avenues for future research as well as the prevention and control of mumps. (2) Methods: we used ArcGIS software to visualize the spatial distribution and variation of mumps. Spatial autocorrelation analysis was applied to detect the spatial dependence and clustering patterns of the incidence. We applied the Spatial Durbin Panel Model (SDPM) to explore the spatial associations of ecological environmental factors with mumps. (3) Results: overall, the incidence rate showed a significant upward trend from 2014 to 2018, with the highest number of cases in the 10-15-year age group and from May to June. Geographically, the high incidence clusters were concentrated in southern regions, including Hunan, Hubei, Chongqing, Guizhou, Guangdong, and Guangxi. This study also found that mumps has a positive spatial spillover effect in the study area. The average temperature and GDP of the local and adjacent areas have a significant impact on mumps. The increase in PM2.5 contributes to the rise in the incidence of mumps in this region. (4) Conclusions: these results can offer some novel ideas for policymakers and researchers. Local meteorological conditions and economic levels can extend to surrounding areas to affect the occurrence of mumps, so regional cooperation becomes particularly important. We recommend investment of public health funds in areas with a high incidence of mumps and developing economies to reduce and control the incidence of mumps.
Insights
Mumps outbreaks persist despite high vaccination rates in China. Average temperature, GDP, and PM2.5 levels in local and adjacent areas significantly impact mumps incidence, highlighting the need for regional cooperation.
Area of Science:
- Epidemiology
- Spatial Analysis
- Public Health
Background:
- Mumps outbreaks continue globally, even in highly vaccinated populations.
- China faces significant challenges in controlling mumps transmission.
- Understanding mumps epidemiology is crucial for effective public health strategies.
Purpose of the Study:
- To analyze the epidemic characteristics and spatial clustering of mumps in China.
- To identify environmental and socioeconomic factors influencing mumps incidence.
- To inform future mumps prevention and control efforts.
Main Methods:
- Utilized ArcGIS for spatial distribution visualization.
- Applied spatial autocorrelation to detect clustering patterns.
- Employed the Spatial Durbin Panel Model (SDPM) to assess environmental factor impacts.
Main Results:
- Mumps incidence increased from 2014-2018, peaking in 10-15 year olds during May-June.
- High incidence clusters were observed in southern China (Hunan, Hubei, Chongqing, Guizhou, Guangdong, Guangxi).
- Positive spatial spillover effects were noted; average temperature, GDP, and PM2.5 in local/adjacent areas significantly influenced mumps.
Conclusions:
- Local meteorological and economic factors have regional impacts on mumps.
- Regional cooperation is essential for effective mumps control.
- Public health funding should target high-incidence and developing areas for mumps reduction.
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