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Analysis of the changing trend and influencing factors of resource allocation efficiency of maternal and child health care institutions in China based on DEA and ARIMA models |
ZHANG Bin1 ZHANG Longxiu2 |
1.Section of Science and Education, Anhui Maternal and Child Health Hospital, Anhui Province, Hefei 230001, China;
2.Image Center, Anhui Children’s Hospital, Anhui Province, Hefei 230041, China
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Abstract Objective To explore the changing trend and key influencing factors of health resource allocation efficiency in maternal and child health care institutions in China, and to put forward policy suggestions for rational allocation of health resources. Methods The index data of basic configuration (number of institutions, number of beds, and health technicians), service quantity (total number of visits, number of inpatients) and service efficiency (number of bed turnover, bed working days, and bed utilization rate) of maternal and child health institutions were selected from China Statistical Yearbook and China Health Statistical Yearbook from January 2010 to December 2020. The autoregressive integrated moving average model was used to predict the change trend of each index from 2021 to 2025, and the data envelopment analysis (DEA) model was used to comprehensively evaluate the input-output efficiency from 2010 to 2025, and the key influencing factors were found out. Results It was predicted that 2022—2025 would be a non-DEA effective year. From 2010 to 2025, the average values of input-output comprehensive technical efficiency change index, pure technical efficiency, and scale efficiency were one, and the average values of technological progress index and total factor productivity index were 0.971. The main influencing factor was technological progress index. In 2020, the lowest comprehensive benefit was 0.872, and the lowest total factor productivity index was 0.825. Conclusion The basic allocation input and service quantity output of maternal and child health care institutions in China are relatively high, and the service efficiency has not been significantly improved. The technological progress index is the main influencing factor that affects the output efficiency and improves the total factor productivity index, which is paid special attention during the “14th Five-Year Plan” period.
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[1] 卫生健康委中医药局.关于加强公立医院运营管理的指导意见:国卫财务发[2020]27号[Z].2020-12-21.
[2] 秦祎.A公立医院绩效评价指标体系优化研究[D].长春:吉林外国语大学,2022.
[3] 国务院办公厅.国务院办公厅关于推动公立医院高质量发展的意见:国办发[2021]18号[Z].2021-06-04.
[4] 徐娜,王宇航,徐文.山东省民营医院医疗卫生资源配置效率分析[J].医学与社会,2019,32(5):31-33,51.
[5] 杨雨晨,徐阅,项楠,等.基于DEA-Malmquist指数的我国三级公立中医医院效率研究[J].中国卫生资源,2019, 22(6):435-439.
[6] 刘松,张慧,陈琳,等.基于DEA-Malmquist指数的广东省公立医院和民营医院运营效率研究[J].现代预防医学,2019,46(21):3920-3924.
[7] 李芙蓉,袁清青,陈丹镝.中国卫生资源配置结构、公平性及利用效率评价[J].医学与社会,2020,33(10):6-10.
[8] 徐俐颖,乔晗,赵思琦,等.长江经济带医疗卫生资源配置效率动态评价[J].医学与社会,2020,33(9):1-4.
[9] 李勇,檀楠楠.我国医疗卫生资源配置效率的实证[J].统计与决策,2021,13:80-83.
[10] 王帅,罗娟,马雯嬿,等.基于DEA法对全国医疗卫生资源投入效率的分析[J].中国医疗管理科学,2022,12(3):47-50.
[11] 李月,党媛媛,杨晓花,等.基于DEA-Malmquist指数的吉林省卫生资源配置效率分析[J].中国药物经济学,2022, 17(5):24-28.
[12] 陈晨辉,那丽,牟昀辉,等.全国公共卫生人力资源配置现状及趋势分析[J].卫生经济研究,2020,37(12):28-31.
[13] 成刚.数据包络分析方法与MaxDEA软件[M].北京:知识产权出版社,2014.
[14] 梁珍珍,吴炳润,席明晓,等.基于Malmquist指数的医疗卫生机构2014-2018年运行效率分析[J].中国卫生统计,2021,38(3):387-390.
[15] 张艳凤,王婷.贵州省卫生医疗机构相对效率评价研究—基于DEA-Malmquist指数法[J].科技与管理,2019, 21(4):41-46.
[16] 李静,陈友娴,张晓琴.公立中医院与民营中医院卫生资源配置效率的DEA分析[J].中国卫生统计,2020,37(1):80-82.
[17] 兰艳燕,阚亮,牛慧彦.基于DEA的我国医疗机构护理效率的综合评价[J].中国卫生统计,2020,37(4):595- 598.
[18] 高凯丽,王紫红,高山.基于DEA模型的我国中医医院运营效率的综合评价[J].现代预防医学,2022,49(4):690- 694,705.
[19] 瓦热斯·土尔孙,夏甫开提·阿力甫,马国芳.基于DEA- Malmquist指数模型的新疆乡镇卫生院医疗服务投入产出效率综合评价研究[J].中国卫生统计,2022, 39(3):385-388.
[20] 王燕.应用时间序列分析[M].北京:中国人民大学出版社,2005.
[21] 郭晴,田庆丰,朱春燕,等.ARIMA模型与GM(1,1)模型下我国公立医院人均住院费用和药占比的预测分析[J].医学与社会,2021,34(1):14-19.
[22] 陈奕铭,赵越,张尧,等.基于DEA-Malmquist指数法对兰州市9家三级医院运营效率的评价分析[J].甘肃医药,2022,41(4):354-355,375.
[23] 张雪莉,罗玉英,张子武,等.基于数据包络分析的四川省卫生资源配置效率分析与评价[J].卫生软科学,2019, 33(10):52-55.
[24] 王清华,宋丽莎,张华华,等.基于江西省三级医院数据的三阶段DEA模型江西公立医院资源使用效率研究[J].中国医药科学,2021,11(16):217-221.
[25] 梁秋瑜,徐安迎,陈钰红,等.基于DEA-ESDA模型的广西县(区)中医药卫生资源配置效率空间相关性研究[J].现代医院,2023,23(4):509-513.
[26] 巴桑吉巴,马爽.基于DEA的西藏地区卫生资源配置效率纵向分析[J].卫生软科学,2021,35(2):59-61.
[27] 韦柳丝,张新花,零春晴,等.基于DEA模型的广西中医类医院卫生资源配置效率评价[J].卫生软科学,2019, 33(10):45-51. |
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