Spatiotemporal distribution and ecological factors of disease burden in Inner Mongolia’s working age population with brucellosis from 2015 to 2020

Brucellosis is a major public health problem globally, with cases concentrated in working-age populations, but there are few studies on the disease burden of brucellosis in working-age populations. This study estimated the disease burden and spatiotemporal distribution characteristics of brucellosis...

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Published inScientific reports Vol. 15; no. 1; pp. 13496 - 10
Main Authors Yu, Lei, Zheng, Huiqiu, Wang, Yanling, Wang, Xinyan, Wang, Xuemei
Format Journal Article
LanguageEnglish
Published London Nature Publishing Group UK 18.04.2025
Nature Publishing Group
Nature Portfolio
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ISSN2045-2322
2045-2322
DOI10.1038/s41598-025-96464-y

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Abstract Brucellosis is a major public health problem globally, with cases concentrated in working-age populations, but there are few studies on the disease burden of brucellosis in working-age populations. This study estimated the disease burden and spatiotemporal distribution characteristics of brucellosis in Inner Mongolia’s working-age population from 2015 to 2020 and explored the ecological influences on its disease burden. Spatiotemporal Bayesian modeling was utilized; thus, the spatiotemporal variation pattern of disease burden of brucellosis was analyzed. Using the geographically weighted regression analysis (GWR), the study explored the ecological influencing factors of the burden of brucellosis in the working-age population. Bayan Nur in Inner Mongolia exhibited a low risk of disease burden of brucellosis, but the risk of disease burden of brucellosis has fast increasing speed from 2015 to 2020 there. A considerably high number of slaughtered fattened sheep and goats (β: 0.008734–0.008752, P  < 0.05), number of health beds (β: − 0.005591 to 0.005579, P  < 0.05), and high rainfall (β: 0.015433–0.015439, P  < 0.05) are ecological influences on the disease burden of brucellosis in the working-age population of Inner Mongolia. In the prevention and control of brucellosis, the goverment commonly focus on regions with a high disease burden, and it is equally important which those regions where the increase of disease burden is fast but its disease burden is not high. High number of slaughtered fattened sheep and goats, high rainfall, and a low number of health beds are ecological influences on the disease burden of brucellosis among the working-age population. Combined with our ecological influencing factors, we can take prevention and control measures in advance for the working-age population in areas with a fast rising rate of the disease burden of brucellosis.
AbstractList Brucellosis is a major public health problem globally, with cases concentrated in working-age populations, but there are few studies on the disease burden of brucellosis in working-age populations. This study estimated the disease burden and spatiotemporal distribution characteristics of brucellosis in Inner Mongolia’s working-age population from 2015 to 2020 and explored the ecological influences on its disease burden. Spatiotemporal Bayesian modeling was utilized; thus, the spatiotemporal variation pattern of disease burden of brucellosis was analyzed. Using the geographically weighted regression analysis (GWR), the study explored the ecological influencing factors of the burden of brucellosis in the working-age population. Bayan Nur in Inner Mongolia exhibited a low risk of disease burden of brucellosis, but the risk of disease burden of brucellosis has fast increasing speed from 2015 to 2020 there. A considerably high number of slaughtered fattened sheep and goats (β: 0.008734–0.008752, P < 0.05), number of health beds (β: − 0.005591 to 0.005579, P < 0.05), and high rainfall (β: 0.015433–0.015439, P < 0.05) are ecological influences on the disease burden of brucellosis in the working-age population of Inner Mongolia. In the prevention and control of brucellosis, the goverment commonly focus on regions with a high disease burden, and it is equally important which those regions where the increase of disease burden is fast but its disease burden is not high. High number of slaughtered fattened sheep and goats, high rainfall, and a low number of health beds are ecological influences on the disease burden of brucellosis among the working-age population. Combined with our ecological influencing factors, we can take prevention and control measures in advance for the working-age population in areas with a fast rising rate of the disease burden of brucellosis.
Abstract Brucellosis is a major public health problem globally, with cases concentrated in working-age populations, but there are few studies on the disease burden of brucellosis in working-age populations. This study estimated the disease burden and spatiotemporal distribution characteristics of brucellosis in Inner Mongolia’s working-age population from 2015 to 2020 and explored the ecological influences on its disease burden. Spatiotemporal Bayesian modeling was utilized; thus, the spatiotemporal variation pattern of disease burden of brucellosis was analyzed. Using the geographically weighted regression analysis (GWR), the study explored the ecological influencing factors of the burden of brucellosis in the working-age population. Bayan Nur in Inner Mongolia exhibited a low risk of disease burden of brucellosis, but the risk of disease burden of brucellosis has fast increasing speed from 2015 to 2020 there. A considerably high number of slaughtered fattened sheep and goats (β: 0.008734–0.008752, P < 0.05), number of health beds (β: − 0.005591 to 0.005579, P < 0.05), and high rainfall (β: 0.015433–0.015439, P < 0.05) are ecological influences on the disease burden of brucellosis in the working-age population of Inner Mongolia. In the prevention and control of brucellosis, the goverment commonly focus on regions with a high disease burden, and it is equally important which those regions where the increase of disease burden is fast but its disease burden is not high. High number of slaughtered fattened sheep and goats, high rainfall, and a low number of health beds are ecological influences on the disease burden of brucellosis among the working-age population. Combined with our ecological influencing factors, we can take prevention and control measures in advance for the working-age population in areas with a fast rising rate of the disease burden of brucellosis.
Brucellosis is a major public health problem globally, with cases concentrated in working-age populations, but there are few studies on the disease burden of brucellosis in working-age populations. This study estimated the disease burden and spatiotemporal distribution characteristics of brucellosis in Inner Mongolia’s working-age population from 2015 to 2020 and explored the ecological influences on its disease burden. Spatiotemporal Bayesian modeling was utilized; thus, the spatiotemporal variation pattern of disease burden of brucellosis was analyzed. Using the geographically weighted regression analysis (GWR), the study explored the ecological influencing factors of the burden of brucellosis in the working-age population. Bayan Nur in Inner Mongolia exhibited a low risk of disease burden of brucellosis, but the risk of disease burden of brucellosis has fast increasing speed from 2015 to 2020 there. A considerably high number of slaughtered fattened sheep and goats (β: 0.008734–0.008752, P  < 0.05), number of health beds (β: − 0.005591 to 0.005579, P  < 0.05), and high rainfall (β: 0.015433–0.015439, P  < 0.05) are ecological influences on the disease burden of brucellosis in the working-age population of Inner Mongolia. In the prevention and control of brucellosis, the goverment commonly focus on regions with a high disease burden, and it is equally important which those regions where the increase of disease burden is fast but its disease burden is not high. High number of slaughtered fattened sheep and goats, high rainfall, and a low number of health beds are ecological influences on the disease burden of brucellosis among the working-age population. Combined with our ecological influencing factors, we can take prevention and control measures in advance for the working-age population in areas with a fast rising rate of the disease burden of brucellosis.
Brucellosis is a major public health problem globally, with cases concentrated in working-age populations, but there are few studies on the disease burden of brucellosis in working-age populations. This study estimated the disease burden and spatiotemporal distribution characteristics of brucellosis in Inner Mongolia's working-age population from 2015 to 2020 and explored the ecological influences on its disease burden. Spatiotemporal Bayesian modeling was utilized; thus, the spatiotemporal variation pattern of disease burden of brucellosis was analyzed. Using the geographically weighted regression analysis (GWR), the study explored the ecological influencing factors of the burden of brucellosis in the working-age population. Bayan Nur in Inner Mongolia exhibited a low risk of disease burden of brucellosis, but the risk of disease burden of brucellosis has fast increasing speed from 2015 to 2020 there. A considerably high number of slaughtered fattened sheep and goats (β: 0.008734-0.008752, P < 0.05), number of health beds (β: - 0.005591 to 0.005579, P < 0.05), and high rainfall (β: 0.015433-0.015439, P < 0.05) are ecological influences on the disease burden of brucellosis in the working-age population of Inner Mongolia. In the prevention and control of brucellosis, the goverment commonly focus on regions with a high disease burden, and it is equally important which those regions where the increase of disease burden is fast but its disease burden is not high. High number of slaughtered fattened sheep and goats, high rainfall, and a low number of health beds are ecological influences on the disease burden of brucellosis among the working-age population. Combined with our ecological influencing factors, we can take prevention and control measures in advance for the working-age population in areas with a fast rising rate of the disease burden of brucellosis.
Brucellosis is a major public health problem globally, with cases concentrated in working-age populations, but there are few studies on the disease burden of brucellosis in working-age populations. This study estimated the disease burden and spatiotemporal distribution characteristics of brucellosis in Inner Mongolia's working-age population from 2015 to 2020 and explored the ecological influences on its disease burden. Spatiotemporal Bayesian modeling was utilized; thus, the spatiotemporal variation pattern of disease burden of brucellosis was analyzed. Using the geographically weighted regression analysis (GWR), the study explored the ecological influencing factors of the burden of brucellosis in the working-age population. Bayan Nur in Inner Mongolia exhibited a low risk of disease burden of brucellosis, but the risk of disease burden of brucellosis has fast increasing speed from 2015 to 2020 there. A considerably high number of slaughtered fattened sheep and goats (β: 0.008734-0.008752, P < 0.05), number of health beds (β: - 0.005591 to 0.005579, P < 0.05), and high rainfall (β: 0.015433-0.015439, P < 0.05) are ecological influences on the disease burden of brucellosis in the working-age population of Inner Mongolia. In the prevention and control of brucellosis, the goverment commonly focus on regions with a high disease burden, and it is equally important which those regions where the increase of disease burden is fast but its disease burden is not high. High number of slaughtered fattened sheep and goats, high rainfall, and a low number of health beds are ecological influences on the disease burden of brucellosis among the working-age population. Combined with our ecological influencing factors, we can take prevention and control measures in advance for the working-age population in areas with a fast rising rate of the disease burden of brucellosis.Brucellosis is a major public health problem globally, with cases concentrated in working-age populations, but there are few studies on the disease burden of brucellosis in working-age populations. This study estimated the disease burden and spatiotemporal distribution characteristics of brucellosis in Inner Mongolia's working-age population from 2015 to 2020 and explored the ecological influences on its disease burden. Spatiotemporal Bayesian modeling was utilized; thus, the spatiotemporal variation pattern of disease burden of brucellosis was analyzed. Using the geographically weighted regression analysis (GWR), the study explored the ecological influencing factors of the burden of brucellosis in the working-age population. Bayan Nur in Inner Mongolia exhibited a low risk of disease burden of brucellosis, but the risk of disease burden of brucellosis has fast increasing speed from 2015 to 2020 there. A considerably high number of slaughtered fattened sheep and goats (β: 0.008734-0.008752, P < 0.05), number of health beds (β: - 0.005591 to 0.005579, P < 0.05), and high rainfall (β: 0.015433-0.015439, P < 0.05) are ecological influences on the disease burden of brucellosis in the working-age population of Inner Mongolia. In the prevention and control of brucellosis, the goverment commonly focus on regions with a high disease burden, and it is equally important which those regions where the increase of disease burden is fast but its disease burden is not high. High number of slaughtered fattened sheep and goats, high rainfall, and a low number of health beds are ecological influences on the disease burden of brucellosis among the working-age population. Combined with our ecological influencing factors, we can take prevention and control measures in advance for the working-age population in areas with a fast rising rate of the disease burden of brucellosis.
ArticleNumber 13496
Author Zheng, Huiqiu
Wang, Xuemei
Yu, Lei
Wang, Yanling
Wang, Xinyan
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Issue 1
Keywords Brucellosis
Working age population
Influencing factors
Disease burden
Spatiotemporal distribution
Language English
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Y Mei (96464_CR33) 2016; 36
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Snippet Brucellosis is a major public health problem globally, with cases concentrated in working-age populations, but there are few studies on the disease burden of...
Abstract Brucellosis is a major public health problem globally, with cases concentrated in working-age populations, but there are few studies on the disease...
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SubjectTerms 692/699
704/106
704/158
Adult
Age
Animals
Bayes Theorem
Bayesian analysis
Brucellosis
Brucellosis - epidemiology
China - epidemiology
Cost of Illness
Disease burden
Female
Goats - microbiology
Health risks
Humanities and Social Sciences
Humans
Influencing factors
Male
Middle Aged
multidisciplinary
Population studies
Prevention
Public health
Regression analysis
Risk assessment
Risk Factors
Science
Science (multidisciplinary)
Sheep
Spatial distribution
Spatio-Temporal Analysis
Spatiotemporal distribution
Temporal distribution
Working age population
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Title Spatiotemporal distribution and ecological factors of disease burden in Inner Mongolia’s working age population with brucellosis from 2015 to 2020
URI https://link.springer.com/article/10.1038/s41598-025-96464-y
https://www.ncbi.nlm.nih.gov/pubmed/40251217
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https://www.proquest.com/docview/3191618312
https://pubmed.ncbi.nlm.nih.gov/PMC12008177
https://doaj.org/article/be41da4369714dbc96900c142425e1ff
Volume 15
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