Socioeconomic Factors Contributing to Antibiotic Resistance in China: A Panel Data Analysis
The relationship between socioeconomic factors and antibiotic resistance (ABR) prevalence remains a knowledge gap in China. In this study, our aim was to examine the association between ABR prevalence and socioeconomic factors across 30 provinces in mainland China. We used two measures of level of A...
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doaj-6a2096adc400435eb75f2accddda38242021-08-26T13:28:15ZengMDPI AGAntibiotics2079-63822021-08-011099499410.3390/antibiotics10080994Socioeconomic Factors Contributing to Antibiotic Resistance in China: A Panel Data AnalysisXuemei Zhen0Jingchunyu Chen1Xueshan Sun2Qiang Sun3Shasha Guo4Cecilia Stålsby Lundborg5Centre for Health Management and Policy Research, School of Public Health, Cheeloo College of Medicine (NHC Key Laboratory of Health Economics and Policy Research), Shandong University, Jinan 250012, ChinaDepartment of Prosthodontics, School of Tomatology, Cheeloo College of Medicine, Shandong University, Jinan 250012, ChinaCenter for Health Policy Studies, School of Public Health, Zhejiang University School of Medicine, Hangzhou 310058, ChinaCentre for Health Management and Policy Research, School of Public Health, Cheeloo College of Medicine (NHC Key Laboratory of Health Economics and Policy Research), Shandong University, Jinan 250012, ChinaCentre for Health Management and Policy Research, School of Public Health, Cheeloo College of Medicine (NHC Key Laboratory of Health Economics and Policy Research), Shandong University, Jinan 250012, ChinaDepartment of Global Public Health, Karolinska Institutet, 171 77 Stockholm, SwedenThe relationship between socioeconomic factors and antibiotic resistance (ABR) prevalence remains a knowledge gap in China. In this study, our aim was to examine the association between ABR prevalence and socioeconomic factors across 30 provinces in mainland China. We used two measures of level of ABR: the proportion of methicillin-resistant <i>Staphylococcus aureus</i> (MRSA), third-generation cephalosporin-resistant <i>Escherichia coli</i> (3GCREC), and third-generation cephalosporin-resistant <i>Klebsiella pneumoniae</i> (3GCRKP), and the aggregate resistance. The data of ABR prevalence, education, gross domestic product (GDP) per capita, out-of-pocket (OOP) health expenditure, physician density, hospital bed density, and public toilet density during 2014 and 2018 in 30 provinces in mainland China were included. We examined the association between ABR prevalence and potential contributing socioeconomic factors using panel data modeling. In addition, we explored this relationship in the eastern, central, and western economic zones. Our results indicated that GDP per capita was significantly positively correlated with ABR in mainland China and the eastern economic zone; however, significantly positive associations did not exist in the central and western economic zones. Surprisingly, both higher GDP per capita and higher OOP health expenditure were associated with a higher level of MRSA, but a lower level of 3GCREC; higher physician density was associated with a lower level of MRSA, but a higher level of 3GCREC. In addition, ABR prevalence presented a decline trend during 2014 and 2018. Our study showed the potential associ-ations between resistance and GDP per capita, OOP health expenditure, physician density. It high-lights that the social and economic determinants can be of importance in tacking the development and spread of ABR in mainland China.https://www.mdpi.com/2079-6382/10/8/994socioeconomic factorantibiotic resistancehospital bed densityphysician densitygross domestic productout-of-pocket |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Xuemei Zhen Jingchunyu Chen Xueshan Sun Qiang Sun Shasha Guo Cecilia Stålsby Lundborg |
spellingShingle |
Xuemei Zhen Jingchunyu Chen Xueshan Sun Qiang Sun Shasha Guo Cecilia Stålsby Lundborg Socioeconomic Factors Contributing to Antibiotic Resistance in China: A Panel Data Analysis Antibiotics socioeconomic factor antibiotic resistance hospital bed density physician density gross domestic product out-of-pocket |
author_facet |
Xuemei Zhen Jingchunyu Chen Xueshan Sun Qiang Sun Shasha Guo Cecilia Stålsby Lundborg |
author_sort |
Xuemei Zhen |
title |
Socioeconomic Factors Contributing to Antibiotic Resistance in China: A Panel Data Analysis |
title_short |
Socioeconomic Factors Contributing to Antibiotic Resistance in China: A Panel Data Analysis |
title_full |
Socioeconomic Factors Contributing to Antibiotic Resistance in China: A Panel Data Analysis |
title_fullStr |
Socioeconomic Factors Contributing to Antibiotic Resistance in China: A Panel Data Analysis |
title_full_unstemmed |
Socioeconomic Factors Contributing to Antibiotic Resistance in China: A Panel Data Analysis |
title_sort |
socioeconomic factors contributing to antibiotic resistance in china: a panel data analysis |
publisher |
MDPI AG |
series |
Antibiotics |
issn |
2079-6382 |
publishDate |
2021-08-01 |
description |
The relationship between socioeconomic factors and antibiotic resistance (ABR) prevalence remains a knowledge gap in China. In this study, our aim was to examine the association between ABR prevalence and socioeconomic factors across 30 provinces in mainland China. We used two measures of level of ABR: the proportion of methicillin-resistant <i>Staphylococcus aureus</i> (MRSA), third-generation cephalosporin-resistant <i>Escherichia coli</i> (3GCREC), and third-generation cephalosporin-resistant <i>Klebsiella pneumoniae</i> (3GCRKP), and the aggregate resistance. The data of ABR prevalence, education, gross domestic product (GDP) per capita, out-of-pocket (OOP) health expenditure, physician density, hospital bed density, and public toilet density during 2014 and 2018 in 30 provinces in mainland China were included. We examined the association between ABR prevalence and potential contributing socioeconomic factors using panel data modeling. In addition, we explored this relationship in the eastern, central, and western economic zones. Our results indicated that GDP per capita was significantly positively correlated with ABR in mainland China and the eastern economic zone; however, significantly positive associations did not exist in the central and western economic zones. Surprisingly, both higher GDP per capita and higher OOP health expenditure were associated with a higher level of MRSA, but a lower level of 3GCREC; higher physician density was associated with a lower level of MRSA, but a higher level of 3GCREC. In addition, ABR prevalence presented a decline trend during 2014 and 2018. Our study showed the potential associ-ations between resistance and GDP per capita, OOP health expenditure, physician density. It high-lights that the social and economic determinants can be of importance in tacking the development and spread of ABR in mainland China. |
topic |
socioeconomic factor antibiotic resistance hospital bed density physician density gross domestic product out-of-pocket |
url |
https://www.mdpi.com/2079-6382/10/8/994 |
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