TY - JOUR
T1 - Socio-economic inequalities in health service utilization among Chinese rural migrant workers with New Cooperative Medical Scheme
T2 - a multilevel regression approach
AU - Li, Dan
AU - Zhang, Jian
AU - Yang, Jinjuan
AU - Xu, Yongjian
AU - Lyu, Ruoxi
AU - Zhong, Lichen
AU - Wang, Xiao
N1 - Funding Information:
We would like to thank all my teachers who have helped us to develop the fundamental and essential academic competence. Also, we are grateful to the Center for Social Surveys and the Center for Urban Studies at Sun Yat-sen University for providing us with the data. We express our sincere gratitude to the center and their collaborators for the survey design, data collection, data cleaning, and data publicly available.
Funding Information:
This study was supported by the Research Program of Shaanxi Soft Science (2022KRM150).
Publisher Copyright:
© 2022, The Author(s).
PY - 2022/6/3
Y1 - 2022/6/3
N2 - Background: While reducing inequity in health service utilization is an important goal of China’s health system, it has been widely acknowledged that a huge number of rural migrant workers cannot be effectually protected against risks with the New Rural Cooperative Medical Insurance (NCMS). Method: Data of the 2016 China Labor-force Dynamic Survey and the Chinese Urban Statistical Yearbook were used. The multilevel regression approach was implemented with a nationally representative sample of rural migrant workers with NCMS. Our study adopted the concentration index and its decomposition method to quantify the inequality of their health service utilization. Result: The multilevel model analysis indicated that impact variables for health service utilization were not concentrated, especially the contextual and individual characteristics. The concentration indices of the probability of two weeks outpatient and the probability of inpatient were -0.168 (95%CI:-0.236,-0.092) and -0.072 (95%CI:-1.085,-0.060), respectively. The horizontal inequality indices for the probability of two-week outpatient and the probability of inpatient were -0.012 and 0.053, respectively. Conclusion: The health service utilization of rural migrant workers with NCMS is insufficient. Our study highlighted that substantial inequalities in their health service utilization did exist. In addition, their need of health service utilization increased the pro-poor inequality. Based on the findings, our study offered notable implications on compensation policies and benefit packages to improve the equality among rural migrant workers with NCMS.
AB - Background: While reducing inequity in health service utilization is an important goal of China’s health system, it has been widely acknowledged that a huge number of rural migrant workers cannot be effectually protected against risks with the New Rural Cooperative Medical Insurance (NCMS). Method: Data of the 2016 China Labor-force Dynamic Survey and the Chinese Urban Statistical Yearbook were used. The multilevel regression approach was implemented with a nationally representative sample of rural migrant workers with NCMS. Our study adopted the concentration index and its decomposition method to quantify the inequality of their health service utilization. Result: The multilevel model analysis indicated that impact variables for health service utilization were not concentrated, especially the contextual and individual characteristics. The concentration indices of the probability of two weeks outpatient and the probability of inpatient were -0.168 (95%CI:-0.236,-0.092) and -0.072 (95%CI:-1.085,-0.060), respectively. The horizontal inequality indices for the probability of two-week outpatient and the probability of inpatient were -0.012 and 0.053, respectively. Conclusion: The health service utilization of rural migrant workers with NCMS is insufficient. Our study highlighted that substantial inequalities in their health service utilization did exist. In addition, their need of health service utilization increased the pro-poor inequality. Based on the findings, our study offered notable implications on compensation policies and benefit packages to improve the equality among rural migrant workers with NCMS.
KW - Health service utilization
KW - Inequality
KW - Multilevel regression approach
KW - New Cooperative Medical Scheme
KW - Rural migrant workers
UR - http://www.scopus.com/inward/record.url?scp=85131625945&partnerID=8YFLogxK
U2 - 10.1186/s12889-022-13486-1
DO - 10.1186/s12889-022-13486-1
M3 - Article
C2 - 35659640
AN - SCOPUS:85131625945
SN - 1471-2458
VL - 22
JO - BMC Public Health
JF - BMC Public Health
IS - 1
M1 - 1110
ER -