• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

中国省级卫生系统的技术和规模效率: bootstrap 数据包络分析。

Technical and scale efficiency of provincial health systems in China: a bootstrapping data envelopment analysis.

机构信息

Faculty of Health, University of Canberra, Canberra, Australian Capital Territory, Australia

National Health Accounts and Policy Studies, China National Health Development Research Center, Beijing, China.

出版信息

BMJ Open. 2019 Aug 5;9(8):e027539. doi: 10.1136/bmjopen-2018-027539.

DOI:10.1136/bmjopen-2018-027539
PMID:31383699
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC6686990/
Abstract

OBJECTIVE

With escalating health expenditures and increasing health needs, improving health system performance has become imperative in China and internationally. The objective of this study is to examine the efficiency of China's health system and to understand the underlying causes of the variation in efficiency across provinces.

SETTING

A system-wide perspective is adopted, focusing on performance in maternal health, child health and non-communicable diseases (NCDs) in the 31 provinces of mainland China during 2015.

METHODS

Analyses were performed using bootstrapping data envelopment technique. Health outcomes were measured by infant survival rates, maternal survival rates and healthy life years calculated only considering NCDs. Health inputs were measured using health expenditure, and density of medical personnel and hospital beds. The model also examined the impact of environmental factors on health system efficiency.

RESULTS

Due to wide-spread scale inefficiency in the country, the average bias-corrected overall technical efficiency (OTE) was 0.8022 (95% CI values ranging from 0.7251 to 0.8492). Socioeconomic status, hospitalisation rate and share of out-of-pocket expenditures were significant determinants of OTE. Nearly 60% of the provinces operated at a decreasing return to scale, meaning that a gain in efficiency could be achieved only through downsizing the scale of operation.

CONCLUSIONS

Given the pervasive nature of diminishing returns across provinces, health policy makers must explore the optimum operational scale which is people-centred and focused on prevention, rather than on treatment, of diseases. Moreover, due consideration should be afforded to social determinants of health and health financing arrangements to complement health-sector based reforms and meet the ambitious goals of the Healthy China 2030 Plan.

摘要

目的

随着医疗保健支出的不断增加和健康需求的不断增长,提高医疗体系的绩效在中国乃至国际上都变得至关重要。本研究旨在检验中国医疗体系的效率,并了解各省之间效率差异的根本原因。

背景

本研究采用了系统视角,重点关注 2015 年中国大陆 31 个省份在孕产妇健康、儿童健康和非传染性疾病(NCDs)方面的绩效。

方法

采用 bootstrap 数据包络分析技术进行分析。健康结果通过婴儿存活率、孕产妇存活率和仅考虑 NCD 的健康期望寿命来衡量。健康投入通过卫生支出、医务人员密度和病床密度来衡量。该模型还考察了环境因素对医疗体系效率的影响。

结果

由于全国范围内普遍存在规模无效率,经偏差校正后的平均总体技术效率(OTE)为 0.8022(95%置信区间范围为 0.7251 至 0.8492)。社会经济地位、住院率和自付费用份额是 OTE 的显著决定因素。近 60%的省份处于规模报酬递减状态,这意味着只有通过缩小运营规模才能提高效率。

结论

鉴于各省普遍存在收益递减的情况,卫生政策制定者必须探索以人民为中心、以预防为主的最佳运营规模,而不是以治疗疾病为主。此外,应充分考虑健康的社会决定因素和卫生筹资安排,以补充卫生部门的改革,实现《健康中国 2030 规划》的宏伟目标。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3fef/6686990/6e95fc2a2b15/bmjopen-2018-027539f02.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3fef/6686990/d477ea877753/bmjopen-2018-027539f01.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3fef/6686990/6e95fc2a2b15/bmjopen-2018-027539f02.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3fef/6686990/d477ea877753/bmjopen-2018-027539f01.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3fef/6686990/6e95fc2a2b15/bmjopen-2018-027539f02.jpg

相似文献

1
Technical and scale efficiency of provincial health systems in China: a bootstrapping data envelopment analysis.中国省级卫生系统的技术和规模效率: bootstrap 数据包络分析。
BMJ Open. 2019 Aug 5;9(8):e027539. doi: 10.1136/bmjopen-2018-027539.
2
Efficiency and productivity of health systems in prevention and control of non-communicable diseases in China, 2008-2015.中国 2008-2015 年非传染性疾病预防控制的卫生系统效率和生产力。
Eur J Health Econ. 2021 Mar;22(2):267-279. doi: 10.1007/s10198-020-01251-3. Epub 2021 Jan 2.
3
Health system productivity in China: a comparison of pre- and post-2009 healthcare reform.中国卫生系统的生产力:医改前后的比较。
Health Policy Plan. 2020 Apr 1;35(3):257-266. doi: 10.1093/heapol/czz157.
4
Engaging sub-national governments in addressing health equities: challenges and opportunities in China's health system reform.让地方政府参与解决健康公平问题:中国卫生系统改革中的挑战与机遇
Health Policy Plan. 2013 Dec;28(8):809-24. doi: 10.1093/heapol/czs120. Epub 2012 Dec 4.
5
Has the Efficiency of China's Healthcare System Improved after Healthcare Reform? A Network Data Envelopment Analysis and Tobit Regression Approach.中国医疗体系改革后效率是否提高?基于网络数据包络分析和 Tobit 回归的方法。
Int J Environ Res Public Health. 2019 Dec 2;16(23):4847. doi: 10.3390/ijerph16234847.
6
Equity in health financing of Guangxi after China's universal health coverage: evidence based on health expenditure comparison in rural Guangxi Zhuang autonomous region from 2009 to 2013.广西全民健康覆盖后卫生筹资公平性研究:基于 2009-2013 年广西壮族自治区农村地区卫生支出比较的证据
Int J Equity Health. 2017 Sep 29;16(1):174. doi: 10.1186/s12939-017-0669-9.
7
Evaluation of performance and impacts of maternal and child health hospital services using Data Envelopment Analysis in Guangxi Zhuang Autonomous Region, China: a comparison study among poverty and non-poverty county level hospitals.运用数据包络分析法对中国广西壮族自治区妇幼保健院服务的绩效与影响进行评估:贫困与非贫困县级医院的比较研究
Int J Equity Health. 2016 Aug 23;15(1):131. doi: 10.1186/s12939-016-0420-y.
8
Changes in health expenditures in China in 2000s: has the health system reform improved affordability.21 世纪初中国卫生支出的变化:医疗体制改革是否提高了可负担性。
Int J Equity Health. 2013 Jun 13;12:40. doi: 10.1186/1475-9276-12-40.
9
Equity and efficiency of medical service systems at the provincial level of China's mainland: a comparative study from 2009 to 2014.中国大陆省级医疗卫生服务体系的公平与效率:2009 年至 2014 年的比较研究。
BMC Public Health. 2018 Feb 5;18(1):214. doi: 10.1186/s12889-018-5084-7.
10
The efficiency of provincial government health care expenditure after China's new health care reform.中国新医改后省级政府医疗卫生支出效率
PLoS One. 2021 Oct 13;16(10):e0258274. doi: 10.1371/journal.pone.0258274. eCollection 2021.

引用本文的文献

1
Three decades in healthcare service efficiency evaluation: a bootstrapping Data Envelopment Analysis (DEA) of Ministry of Health Malaysia.医疗卫生服务效率评估三十年:马来西亚卫生部的自抽样数据包络分析(DEA)
Health Econ Rev. 2025 Apr 11;15(1):34. doi: 10.1186/s13561-025-00624-9.
2
Evaluating the costs, work patterns and efficiency (CORE) of comprehensive primary healthcare (CPHC) in India (The CPHC CORE study): a top-down micro-costing study protocol.评估印度综合初级卫生保健(CPHC)的成本、工作模式及效率(CORE)(CPHC CORE研究):一项自上而下的微观成本核算研究方案
BMJ Open. 2025 Mar 5;15(3):e093430. doi: 10.1136/bmjopen-2024-093430.
3

本文引用的文献

1
Research in health policy making in China: out-of-pocket payments in Healthy China 2030.中国卫生政策制定研究:《“健康中国2030”规划纲要》中的自费支出
BMJ. 2018 Feb 5;360:k234. doi: 10.1136/bmj.k234.
2
Can China achieve a one-third reduction in premature mortality from non-communicable diseases by 2030?到2030年,中国能否实现将非传染性疾病导致的过早死亡率降低三分之一的目标?
BMC Med. 2017 Jul 11;15(1):132. doi: 10.1186/s12916-017-0894-5.
3
Efficiency performance of China's health care delivery system.中国医疗保健服务体系的效率表现。
Impact of pilot public hospital reform on efficiencies: a DEA analysis of county hospitals in East China, 2009-2015.
公立医院改革试点对效率的影响:2009 - 2015年华东地区县级医院的数据包络分析
Health Econ Rev. 2025 Mar 3;15(1):16. doi: 10.1186/s13561-025-00600-3.
4
Technical efficiency and its determinants in health service delivery of public health centers in East Wollega Zone, Oromia Regional State, Ethiopia: Two-stage data envelope analysis.埃塞俄比亚奥罗米亚州东沃洛格地区公共卫生中心卫生服务提供中的技术效率及其决定因素:两阶段数据包络分析。
BMC Health Serv Res. 2024 Aug 24;24(1):980. doi: 10.1186/s12913-024-11431-z.
5
Effects of medical consortium policy on health services: an interrupted time-series analysis in Sanming, China.医疗联合体政策对卫生服务的影响:中国三明的一项中断时间序列分析。
Front Public Health. 2024 Jan 24;12:1322949. doi: 10.3389/fpubh.2024.1322949. eCollection 2024.
6
Data envelopment analysis for ambulance services of different service providers in urban and rural areas in Ministry of Health Malaysia.马来西亚卫生部城乡地区不同服务提供商的救护车服务数据包络分析。
Front Public Health. 2023 Jan 6;10:959812. doi: 10.3389/fpubh.2022.959812. eCollection 2022.
7
Analysing the Efficiency of Health Systems: A Systematic Review of the Literature.分析卫生系统的效率:文献系统综述。
Appl Health Econ Health Policy. 2023 Mar;21(2):205-224. doi: 10.1007/s40258-022-00785-2. Epub 2022 Dec 28.
8
Assessing the Efficiency and Productivity of the Hospital Clinics on the Island of Rhodes during the COVID-19 Pandemic.评估 COVID-19 大流行期间罗得岛医院诊所的效率和生产力。
Int J Environ Res Public Health. 2022 Nov 24;19(23):15640. doi: 10.3390/ijerph192315640.
9
Tracing scientific outputs in the osteoarthritis research field in China based on publications in the Web of Science.基于科学网出版物对中国骨关节炎研究领域科研成果的追踪
Osteoarthr Cartil Open. 2019 Nov 6;1(1-2):100007. doi: 10.1016/j.ocarto.2019.100007. eCollection 2019 Nov-Dec.
10
Efficiency measurement and spatial spillover effect of provincial health systems in China: Based on the two-stage network DEA model.中国省级卫生系统的效率衡量与空间溢出效应:基于两阶段网络 DEA 模型。
Front Public Health. 2022 Oct 3;10:952975. doi: 10.3389/fpubh.2022.952975. eCollection 2022.
Int J Health Plann Manage. 2017 Jul;32(3):254-263. doi: 10.1002/hpm.2425. Epub 2017 Jun 7.
4
Evaluation of the performance of national health systems in 2004-2011: An analysis of 173 countries.2004 - 2011年国家卫生系统绩效评估:对173个国家的分析
PLoS One. 2017 Mar 10;12(3):e0173346. doi: 10.1371/journal.pone.0173346. eCollection 2017.
5
Socioeconomic status and the 25 × 25 risk factors as determinants of premature mortality: a multicohort study and meta-analysis of 1·7 million men and women.社会经济地位及25×25风险因素作为过早死亡的决定因素:一项针对170万男性和女性的多队列研究及荟萃分析
Lancet. 2017 Mar 25;389(10075):1229-1237. doi: 10.1016/S0140-6736(16)32380-7. Epub 2017 Feb 1.
6
Technical and scale efficiency in the delivery of child health services in Zambia: results from data envelopment analysis.赞比亚儿童保健服务提供中的技术和规模效率:数据包络分析的结果。
BMJ Open. 2017 Jan 5;7(1):e012321. doi: 10.1136/bmjopen-2016-012321.
7
[Analysis on life expectancy and healthy life expectancy in China, 1990-2015].[1990 - 2015年中国预期寿命与健康预期寿命分析]
Zhonghua Liu Xing Bing Xue Za Zhi. 2016 Nov 10;37(11):1439-1443. doi: 10.3760/cma.j.issn.0254-6450.2016.11.001.
8
Explaining medical disputes in Chinese public hospitals: the doctor-patient relationship and its implications for health policy reforms.解读中国公立医院的医疗纠纷:医患关系及其对卫生政策改革的启示
Health Econ Policy Law. 2016 Oct;11(4):359-78. doi: 10.1017/S1744133116000128. Epub 2016 Mar 28.
9
Underuse of Primary Care in China: The Scale, Causes, and Solutions.中国基层医疗服务利用不足:规模、原因及解决办法
J Am Board Fam Med. 2016 Mar-Apr;29(2):240-7. doi: 10.3122/jabfm.2016.02.150159.
10
Inefficiency, heterogeneity and spillover effects in maternal care in India: a spatial stochastic frontier analysis.印度孕产妇护理中的效率低下、异质性和溢出效应:空间随机前沿分析
BMC Health Serv Res. 2015 Mar 25;15:118. doi: 10.1186/s12913-015-0763-x.