ArticlePloS one2019
An exploratory study of factors associated with human brucellosis in mainland China based on time-series-cross-section data from 2005 to 2016.
Article in PloS one, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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Who cites it
8 citing papers in PubMed.
- Seasonal dynamic modeling for real-time prediction of human brucellosis epidemiological trends in Gansu, Guangdong and Sichuan Provinces, China.PLoS neglected tropical diseases · 2026Article
- Epidemiological characteristics of brucellosis in non-occupational population in Zhejiang Province, China, 2018-2024: epidemic trend and infection analysis.One health outlook · 2026Article
- Economic methods and spatial scales in One Health: Results from a scoping review.One health (Amsterdam, Netherlands) · 2025Review
- Changing trends in human brucellosis in pastoral and agricultural China, 2004-2019: a Joinpoint regression analysis.BMC infectious diseases · 2025Article
- The spatiotemporal trend of human brucellosis in China and driving factors using interpretability analysis.Scientific reports · 2024Article
- Driving role of climatic and socioenvironmental factors on human brucellosis in China: machine-learning-based predictive analyses.Infectious diseases of poverty · 2023Article
- Spatiotemporal distribution of human brucellosis in Inner Mongolia, China, in 2010-2015, and influencing factors.Scientific reports · 2021Article
- Safety and Transcriptome Analysis of Live AttenuatedFrontiers in veterinary science · 2021Article
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4 authors.
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Abstract
objectiveMany studies focused on reasons behind the increasing incidence and the spread of human brucellosis in mainland China, yet most of them lacked comprehensive consideration with quantitative evidence. Hence, this study aimed to further investigate the epidemic mechanism and associated factors of human brucellosis so as to provide thoughts for future countermeasures in China and the rest of the world.
methodsData of human brucellosis incidence and some associated factors in economy, animal husbandry, transportation as well as health and hygiene were collected at provincial level from 2005-2016. Time series plots were first used to visualize the annual incidence and annual rate of change of human brucellosis for each province, then cluster analysis categorized all the 31 provinces of mainland China based on their incidence time series during the study period. In addition, according to the characteristics of data, the dynamic panel data model in combination with supervised principal component analysis was proposed to explore effects of associated factors on human brucellosis.
results1. The incidence rate of human brucellosis in mainland China increased three-fold from 1.41 per 100,000 people in 2005 to 4.22 per 100,000 people in 2014, though it went down a little in 2015 and 2016. Incidence rates in the north have always been higher than those in the south, but the latter also experienced an upward trend especially between 2012 and 2016. 2. The 31 provinces of mainland China were categorized into three clusters, and each cluster had its own characteristics of incidence time series. 3. The impact of health and hygiene situations on the prevention and control work of human brucellosis was still very limited and trivial (regression coefficient = -0.02). Therefore, it was plausible to presume that improving the personal average number of medical institutes and the proportion of rural medical expenditure might be helpful in preventing and controlling human brucellosis.
conclusionsThe epidemic status of human brucellosis has changed in both spatial and temporal dimensions in recent years in mainland China. Apart from traditional control measures, more attention should be paid to the improvement of medical healthcare especially in rural areas in the hope of enhancing the control effect.
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