BMC Health Services Research | |
Data envelopment analysis on the efficiency of vaccination services and its influencing factors in Beijing, China | |
Research | |
Ping He1  Wentao Li1  Dawei Zhu1  Rui Yu2  Min Lv2  Jiang Wu2  Yanshang Wang3  Mingzheng Hu3  Ming Wang3  | |
[1] China Center for Health Development Studies, Peking University, 38 Xue Yuan Road, Haidian District, 100191, Beijing, China;Institute for Immunization and Prevention, Beijing Center for Disease Prevention and Control, Beijing, China;School of Public Health, Peking University, 38 Xue Yuan Road, Haidian District, 100191, Beijing, China;China Center for Health Development Studies, Peking University, 38 Xue Yuan Road, Haidian District, 100191, Beijing, China; | |
关键词: Vaccination; Efficiency; DEA; Influencing factors; China; | |
DOI : 10.1186/s12913-023-09758-0 | |
received in 2023-02-21, accepted in 2023-06-28, 发布年份 2023 | |
来源: Springer | |
【 摘 要 】
ObjectivesVaccination is an important part of public health services. We aim to assess the efficiency of vaccination services in Beijing, the capital of China, and to further study the influencing factors of efficiency.MethodsUsing the immunization service data of Beijing, China in 2020, we firstly developed a data envelopment analysis (DEA) model to calculate the score of vaccination efficiency. Secondly, we used DEA model scenario simulations with different combinations of input–output factors to derive the magnitude of the effect of each input factor on the efficiency. Finally, combined with the data from the Beijing Regional Statistical Yearbook 2021, we developed the Tobit model to examine the effect of external social environmental factors on efficiency.ResultsThe average scores of efficiency of POVs (Point of Vaccination) in different areas of Beijing vary greatly. Different input factors had different degrees of positive effects on the efficiency score. In addition, the number of populations served by POV was positively associated with efficiency, the GDP and financial allocation of the POVs’ district was also positively associated with efficiency score, while the total dependency ratio of the POVs’ district was negatively associated with efficiency score.ConclusionThe efficiency of vaccination services varied considerably across POVs. Constrained by limited resources, efficiency scores can be increased by increasing input factors that have a larger impact on efficiency score and reducing those that have a smaller impact on efficiency. In addition, the social environment should be considered in allocating vaccination resources, and more resources should be invested in areas with low levels of economic development, low financial allocation, and high population.
【 授权许可】
CC BY
© The Author(s) 2023
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【 参考文献 】
- [1]
- [2]
- [3]
- [4]
- [5]
- [6]
- [7]
- [8]
- [9]
- [10]
- [11]
- [12]
- [13]
- [14]
- [15]
- [16]
- [17]
- [18]
- [19]
- [20]
- [21]
- [22]
- [23]
- [24]
- [25]
- [26]
- [27]