Spatiotemporal Analysis of AIDS Incidence and Its Influencing Factors on the Chinese Mainland, 2005–2017
Acquired Immune Deficiency Syndrome (AIDS) has become one of the most severe public health issues and nowadays around 38 million people are living with the human immunodeficiency virus (HIV). Ensuring healthy lives and promoting well-being is one of 17 United Nations Sustainable Development Goals. H...
Main Authors: | , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2021-01-01
|
Series: | International Journal of Environmental Research and Public Health |
Subjects: | |
Online Access: | https://www.mdpi.com/1660-4601/18/3/1043 |
id |
doaj-62d337563e054aa490425353d1c14b84 |
---|---|
record_format |
Article |
spelling |
doaj-62d337563e054aa490425353d1c14b842021-01-26T00:03:07ZengMDPI AGInternational Journal of Environmental Research and Public Health1661-78271660-46012021-01-01181043104310.3390/ijerph18031043Spatiotemporal Analysis of AIDS Incidence and Its Influencing Factors on the Chinese Mainland, 2005–2017Yige Wang0Chunhong Zhao1Ziping Liu2Decai Gao3Key Laboratory of Geographical Processes and Ecological Security of Changbai Mountains, Ministry of Education, School of Geographical Sciences, Northeast Normal University, Changchun 130000, ChinaKey Laboratory of Geographical Processes and Ecological Security of Changbai Mountains, Ministry of Education, School of Geographical Sciences, Northeast Normal University, Changchun 130000, ChinaKey Laboratory of Geographical Processes and Ecological Security of Changbai Mountains, Ministry of Education, School of Geographical Sciences, Northeast Normal University, Changchun 130000, ChinaKey Laboratory of Geographical Processes and Ecological Security of Changbai Mountains, Ministry of Education, School of Geographical Sciences, Northeast Normal University, Changchun 130000, ChinaAcquired Immune Deficiency Syndrome (AIDS) has become one of the most severe public health issues and nowadays around 38 million people are living with the human immunodeficiency virus (HIV). Ensuring healthy lives and promoting well-being is one of 17 United Nations Sustainable Development Goals. Here, we used the Markov chain matrix and geospatial clustering to comprehensively quantify the trends of the AIDS epidemic at the provincial administrate level in the mainland of China from 2005 to 2017. The Geographically Weighted Regression (GWR) model was further adopted to explore four groups of potential influencing factors (i.e., economy, traffic and transportation, medical care, and education) of the AIDS incidence rate in 2017 and their spatially distributed patterns. Results showed that the AIDS prevalence in southeastern China had been dominant and become prevalent in the past decade. The AIDS intensity level had been increasing between 2008 and 2011 but been gradually decreasing afterward. The analysis of the Markov chain matrix indicated that the AIDS epidemic has been generally in control on the Chinese mainland. The economic development was closely related to the rate of AIDS incidence on the Chinese mainland. The GWR result further suggested that medical care and the education effects on AIDS incidence rate can vary with different regions, but significant conclusions cannot be directly demonstrated. Our findings contribute an analytical framework of understanding AIDS epidemic trends and spatial variability of potential underlying factors throughout a complex extent to customize scientific prevention.https://www.mdpi.com/1660-4601/18/3/1043spatial analysisGeographically Weighted RegressionAIDSspatial epidemiologyMoran’s I indexMarkov chain |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Yige Wang Chunhong Zhao Ziping Liu Decai Gao |
spellingShingle |
Yige Wang Chunhong Zhao Ziping Liu Decai Gao Spatiotemporal Analysis of AIDS Incidence and Its Influencing Factors on the Chinese Mainland, 2005–2017 International Journal of Environmental Research and Public Health spatial analysis Geographically Weighted Regression AIDS spatial epidemiology Moran’s I index Markov chain |
author_facet |
Yige Wang Chunhong Zhao Ziping Liu Decai Gao |
author_sort |
Yige Wang |
title |
Spatiotemporal Analysis of AIDS Incidence and Its Influencing Factors on the Chinese Mainland, 2005–2017 |
title_short |
Spatiotemporal Analysis of AIDS Incidence and Its Influencing Factors on the Chinese Mainland, 2005–2017 |
title_full |
Spatiotemporal Analysis of AIDS Incidence and Its Influencing Factors on the Chinese Mainland, 2005–2017 |
title_fullStr |
Spatiotemporal Analysis of AIDS Incidence and Its Influencing Factors on the Chinese Mainland, 2005–2017 |
title_full_unstemmed |
Spatiotemporal Analysis of AIDS Incidence and Its Influencing Factors on the Chinese Mainland, 2005–2017 |
title_sort |
spatiotemporal analysis of aids incidence and its influencing factors on the chinese mainland, 2005–2017 |
publisher |
MDPI AG |
series |
International Journal of Environmental Research and Public Health |
issn |
1661-7827 1660-4601 |
publishDate |
2021-01-01 |
description |
Acquired Immune Deficiency Syndrome (AIDS) has become one of the most severe public health issues and nowadays around 38 million people are living with the human immunodeficiency virus (HIV). Ensuring healthy lives and promoting well-being is one of 17 United Nations Sustainable Development Goals. Here, we used the Markov chain matrix and geospatial clustering to comprehensively quantify the trends of the AIDS epidemic at the provincial administrate level in the mainland of China from 2005 to 2017. The Geographically Weighted Regression (GWR) model was further adopted to explore four groups of potential influencing factors (i.e., economy, traffic and transportation, medical care, and education) of the AIDS incidence rate in 2017 and their spatially distributed patterns. Results showed that the AIDS prevalence in southeastern China had been dominant and become prevalent in the past decade. The AIDS intensity level had been increasing between 2008 and 2011 but been gradually decreasing afterward. The analysis of the Markov chain matrix indicated that the AIDS epidemic has been generally in control on the Chinese mainland. The economic development was closely related to the rate of AIDS incidence on the Chinese mainland. The GWR result further suggested that medical care and the education effects on AIDS incidence rate can vary with different regions, but significant conclusions cannot be directly demonstrated. Our findings contribute an analytical framework of understanding AIDS epidemic trends and spatial variability of potential underlying factors throughout a complex extent to customize scientific prevention. |
topic |
spatial analysis Geographically Weighted Regression AIDS spatial epidemiology Moran’s I index Markov chain |
url |
https://www.mdpi.com/1660-4601/18/3/1043 |
work_keys_str_mv |
AT yigewang spatiotemporalanalysisofaidsincidenceanditsinfluencingfactorsonthechinesemainland20052017 AT chunhongzhao spatiotemporalanalysisofaidsincidenceanditsinfluencingfactorsonthechinesemainland20052017 AT zipingliu spatiotemporalanalysisofaidsincidenceanditsinfluencingfactorsonthechinesemainland20052017 AT decaigao spatiotemporalanalysisofaidsincidenceanditsinfluencingfactorsonthechinesemainland20052017 |
_version_ |
1724323691333943296 |