Reduction in healthcare services during the COVID-19 pandemic in China
被引:60
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作者:
Zhang, Yi-Na
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机构:
Fudan Univ, Sch Social Dev & Publ Policy, Dept Socail Management & Socail Policy, Shanghai, Peoples R ChinaFudan Univ, Sch Social Dev & Publ Policy, Dept Socail Management & Socail Policy, Shanghai, Peoples R China
Zhang, Yi-Na
[1
]
Chen, Yun
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机构:
Fudan Univ, Sch Publ Hlth, NHC Key Lab Hlth Technol Assessment, Key Lab Publ Hlth Safety, Shanghai, Peoples R ChinaFudan Univ, Sch Social Dev & Publ Policy, Dept Socail Management & Socail Policy, Shanghai, Peoples R China
Chen, Yun
[2
]
Wang, Ying
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h-index: 0
机构:
Fudan Univ, Sch Publ Hlth, NHC Key Lab Hlth Technol Assessment, Key Lab Publ Hlth Safety, Shanghai, Peoples R ChinaFudan Univ, Sch Social Dev & Publ Policy, Dept Socail Management & Socail Policy, Shanghai, Peoples R China
Wang, Ying
[2
]
Li, Fan
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h-index: 0
机构:
Duke Univ, Dept Stat Sci, Durham, NC USAFudan Univ, Sch Social Dev & Publ Policy, Dept Socail Management & Socail Policy, Shanghai, Peoples R China
Li, Fan
[3
]
Pender, Michelle
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机构:
Duke Univ, Duke Global Hlth Inst, Durham, NC USAFudan Univ, Sch Social Dev & Publ Policy, Dept Socail Management & Socail Policy, Shanghai, Peoples R China
Pender, Michelle
[4
]
Wang, Na
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机构:
Fudan Univ, Sch Publ Hlth, NHC Key Lab Hlth Technol Assessment, Key Lab Publ Hlth Safety, Shanghai, Peoples R ChinaFudan Univ, Sch Social Dev & Publ Policy, Dept Socail Management & Socail Policy, Shanghai, Peoples R China
Wang, Na
[2
]
Yan, Fei
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机构:
Fudan Univ, Sch Publ Hlth, NHC Key Lab Hlth Technol Assessment, Key Lab Publ Hlth Safety, Shanghai, Peoples R ChinaFudan Univ, Sch Social Dev & Publ Policy, Dept Socail Management & Socail Policy, Shanghai, Peoples R China
Yan, Fei
[2
]
Ying, Xiao-Hua
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机构:
Fudan Univ, Sch Publ Hlth, NHC Key Lab Hlth Technol Assessment, Key Lab Publ Hlth Safety, Shanghai, Peoples R ChinaFudan Univ, Sch Social Dev & Publ Policy, Dept Socail Management & Socail Policy, Shanghai, Peoples R China
Ying, Xiao-Hua
[2
]
Tang, Sheng-Lan
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机构:
Duke Univ, Duke Global Hlth Inst, Durham, NC USAFudan Univ, Sch Social Dev & Publ Policy, Dept Socail Management & Socail Policy, Shanghai, Peoples R China
Tang, Sheng-Lan
[4
]
Fu, Chao-Wei
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机构:
Fudan Univ, Sch Publ Hlth, NHC Key Lab Hlth Technol Assessment, Key Lab Publ Hlth Safety, Shanghai, Peoples R ChinaFudan Univ, Sch Social Dev & Publ Policy, Dept Socail Management & Socail Policy, Shanghai, Peoples R China
Fu, Chao-Wei
[2
]
机构:
[1] Fudan Univ, Sch Social Dev & Publ Policy, Dept Socail Management & Socail Policy, Shanghai, Peoples R China
health economics;
health services research;
public health;
infections;
diseases;
disorders;
injuries;
other study design;
D O I:
10.1136/bmjgh-2020-003421
中图分类号:
R1 [预防医学、卫生学];
学科分类号:
1004 ;
120402 ;
摘要:
Introduction The COVID-19 pandemic caused a healthcare crisis in China and continues to wreak havoc across the world. This paper evaluated COVID-19's impact on national and regional healthcare service utilisation and expenditure in China. Methods Using a big data approach, we collected data from 300 million bank card transactions to measure individual healthcare expenditure and utilisation in mainland China. Since the outbreak coincided with the 2020 Chinese Spring Festival holiday, a difference-in-difference (DID) method was employed to compare changes in healthcare utilisation before, during and after the Spring Festival in 2020 and 2019. We also tracked healthcare utilisation before, during and after the outbreak. Results Healthcare utilisation declined overall, especially during the post-festival period in 2020. Total healthcare expenditure and utilisation declined by 37.8% and 40.8%, respectively, while per capita expenditure increased by 3.3%. In a subgroup analysis, we found that the outbreak had a greater impact on healthcare utilisation in cities at higher risk of COVID-19, with stricter lockdown measures and those located in the western region. The DID results suggest that, compared with low-risk cities, the pandemic induced a 14.8%, 26.4% and 27.5% reduction in total healthcare expenditure in medium-risk and high-risk cities, and in cities located in Hubei province during the post-festival period in 2020 relative to 2019, an 8.6%, 15.9% and 24.4% reduction in utilisation services; and a 7.3% and 18.4% reduction in per capita expenditure in medium-risk and high-risk cities, respectively. By the last week of April 2020, as the outbreak came under control, healthcare utilisation gradually recovered, but only to 79.9%-89.3% of its pre-outbreak levels. Conclusion The COVID-19 pandemic had a significantly negative effect on healthcare utilisation in China, evident by a dramatic decline in healthcare expenditure. While the utilisation level has gradually increased post-outbreak, it has yet to return to normal levels.
机构:
Nanjing Univ, Sch Atmospher Sci, Joint Int Res Lab Atmospher & Earth Syst Sci, Nanjing 210023, Peoples R China
Jiangsu Prov Collaborat Innovat Ctr Climate Chang, Nanjing 210023, Peoples R ChinaNanjing Univ, Sch Atmospher Sci, Joint Int Res Lab Atmospher & Earth Syst Sci, Nanjing 210023, Peoples R China
Ren, Chuanhua
Huang, Xin
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h-index: 0
机构:
Nanjing Univ, Sch Atmospher Sci, Joint Int Res Lab Atmospher & Earth Syst Sci, Nanjing 210023, Peoples R China
Jiangsu Prov Collaborat Innovat Ctr Climate Chang, Nanjing 210023, Peoples R China
Nanjing Univ, Frontiers Sci Ctr Crit Earth Mat Cycling, Nanjing 210023, Peoples R ChinaNanjing Univ, Sch Atmospher Sci, Joint Int Res Lab Atmospher & Earth Syst Sci, Nanjing 210023, Peoples R China
Huang, Xin
Wang, Zilin
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h-index: 0
机构:
Nanjing Univ, Sch Atmospher Sci, Joint Int Res Lab Atmospher & Earth Syst Sci, Nanjing 210023, Peoples R China
Jiangsu Prov Collaborat Innovat Ctr Climate Chang, Nanjing 210023, Peoples R ChinaNanjing Univ, Sch Atmospher Sci, Joint Int Res Lab Atmospher & Earth Syst Sci, Nanjing 210023, Peoples R China
Wang, Zilin
Sun, Peng
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h-index: 0
机构:
Nanjing Univ, Sch Atmospher Sci, Joint Int Res Lab Atmospher & Earth Syst Sci, Nanjing 210023, Peoples R China
Jiangsu Prov Collaborat Innovat Ctr Climate Chang, Nanjing 210023, Peoples R ChinaNanjing Univ, Sch Atmospher Sci, Joint Int Res Lab Atmospher & Earth Syst Sci, Nanjing 210023, Peoples R China
Sun, Peng
Chi, Xuguang
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h-index: 0
机构:
Nanjing Univ, Sch Atmospher Sci, Joint Int Res Lab Atmospher & Earth Syst Sci, Nanjing 210023, Peoples R China
Jiangsu Prov Collaborat Innovat Ctr Climate Chang, Nanjing 210023, Peoples R ChinaNanjing Univ, Sch Atmospher Sci, Joint Int Res Lab Atmospher & Earth Syst Sci, Nanjing 210023, Peoples R China
Chi, Xuguang
Ma, Yue
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h-index: 0
机构:
Nanjing Univ, Sch Atmospher Sci, Joint Int Res Lab Atmospher & Earth Syst Sci, Nanjing 210023, Peoples R China
Jiangsu Prov Collaborat Innovat Ctr Climate Chang, Nanjing 210023, Peoples R ChinaNanjing Univ, Sch Atmospher Sci, Joint Int Res Lab Atmospher & Earth Syst Sci, Nanjing 210023, Peoples R China
Ma, Yue
Zhou, Derong
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h-index: 0
机构:
Nanjing Univ, Sch Atmospher Sci, Joint Int Res Lab Atmospher & Earth Syst Sci, Nanjing 210023, Peoples R China
Jiangsu Prov Collaborat Innovat Ctr Climate Chang, Nanjing 210023, Peoples R ChinaNanjing Univ, Sch Atmospher Sci, Joint Int Res Lab Atmospher & Earth Syst Sci, Nanjing 210023, Peoples R China
Zhou, Derong
Huang, Jiantao
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h-index: 0
机构:
Nanjing Univ, Sch Atmospher Sci, Joint Int Res Lab Atmospher & Earth Syst Sci, Nanjing 210023, Peoples R China
Jiangsu Prov Collaborat Innovat Ctr Climate Chang, Nanjing 210023, Peoples R ChinaNanjing Univ, Sch Atmospher Sci, Joint Int Res Lab Atmospher & Earth Syst Sci, Nanjing 210023, Peoples R China
Huang, Jiantao
Xie, Yuning
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h-index: 0
机构:
Nanjing Univ, Sch Atmospher Sci, Joint Int Res Lab Atmospher & Earth Syst Sci, Nanjing 210023, Peoples R China
Jiangsu Prov Collaborat Innovat Ctr Climate Chang, Nanjing 210023, Peoples R ChinaNanjing Univ, Sch Atmospher Sci, Joint Int Res Lab Atmospher & Earth Syst Sci, Nanjing 210023, Peoples R China
Xie, Yuning
Gao, Jian
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Res Inst Environm Sci, Beijing 100012, Peoples R ChinaNanjing Univ, Sch Atmospher Sci, Joint Int Res Lab Atmospher & Earth Syst Sci, Nanjing 210023, Peoples R China
Gao, Jian
Ding, Aijun
论文数: 0引用数: 0
h-index: 0
机构:
Nanjing Univ, Sch Atmospher Sci, Joint Int Res Lab Atmospher & Earth Syst Sci, Nanjing 210023, Peoples R China
Jiangsu Prov Collaborat Innovat Ctr Climate Chang, Nanjing 210023, Peoples R ChinaNanjing Univ, Sch Atmospher Sci, Joint Int Res Lab Atmospher & Earth Syst Sci, Nanjing 210023, Peoples R China