HEOA Group, West China School of Public Health and West China Fourth Hospital, Sichuan University, No. 17, Section 3, Ren Min Nan Road, Chengdu, 610041, Sichuan, China.
Institute for Healthy Cities and West China Research Center for Rural Health Development, Sichuan University, No. 17, Section 3, Ren Min Nan Road, Chengdu, 610041, Sichuan, China.
Int J Equity Health. 2021 Jan 30;20(1):51. doi: 10.1186/s12939-021-01391-9.
Driven by the government's firm commitment to promoting maternal health, maternal mortality ratio (MMR) in China has achieved a remarkable reduction over the past 25 years. Paralleled with the decline of MMR has been the expansion of hospital bed supply as well as substantial reduction in hospital bed distribution inequalities, which were thought to be significant contributors to the reduction in MMR. However, evidences on the impact of hospital bed supply as well as how its distribution inequality has affected MMR remains scarce in China. Addressing this uncertainty is essential to understand whether efforts made on the expansion of healthcare resource supply as well as on improving its distribution inequality from a geographical perspective has the potential to produce measurable population health improvements.
Panel data of 31 provinces in China between 2004 and 2016 were extracted from the national statistical data, including China Statistical Yearbooks, China Health Statistical Yearbooks and other national publications. We firstly described the changes in hospital bed density as well as its distribution inequality from a geographical perspective. Then, a linear mixed model was employed to evaluate the impact of hospital bed supply as well as its distribution inequality on MMR at the provincial level.
The MMR decreased substantially from 48.3 to 19.9 deaths per 100,000 live births between 2004 and 2016. The average hospital bed density increased from 2.28 per 1000 population in 2004 to 4.54 per 1000 population in 2016, with the average Gini coefficient reducing from 0.32 to 0.25. As indicated by the adjusted mixed-effects regressions, hospital bed density had a negative association with MMR (β = - 0.112, 95% CI: - 0.210--0.013) while every 0.1-unit reduction of Gini coefficient suggested 14.50% decline in MMR on average (β = 1.354, 95% CI: 0.123-2.584). Based on the mediation analysis, the association between hospital bed density or Gini coefficient with MMR was found to be significantly mediated by facility birth rate, especially during the period from 2004 to 2009.
This study provided empirical evidences on China's impressive success in the aspect of reducing MMR which could be attributed to the expansion of hospital beds as well as the improvement in its distribution inequality from a geographical perspective. Such findings were expected to provide evidence-based implications for long-term policy-making procedures in order to achieve rational healthcare resource allocations as well as promoting the equity and accessibility to obtaining health care from a holistic perspective. Constant efforts should be made on improving the equity in healthcare resource allocations in order to achieve the penetration of universal healthcare coverage.
受政府大力推动妇幼健康的坚定决心影响,中国的孕产妇死亡率(MMR)在过去 25 年中显著下降。与 MMR 的下降相平行的是医院床位供应的扩大以及医院床位分配不平等程度的大幅降低,这被认为是 MMR 下降的重要贡献因素。然而,中国在医院床位供应的影响以及其分配不平等如何影响 MMR 方面的证据仍然很少。解决这一不确定性对于理解在扩大医疗资源供应以及从地理角度改善其分配不平等方面所做的努力是否有可能产生可衡量的人口健康改善至关重要。
我们从国家统计数据中提取了 2004 年至 2016 年中国 31 个省份的面板数据,包括中国统计年鉴、中国卫生统计年鉴和其他国家出版物。我们首先从地理角度描述了医院床位密度及其分配不平等的变化。然后,采用线性混合模型评估省级医院床位供应及其分布不平等对 MMR 的影响。
2004 年至 2016 年,MMR 从每 10 万活产儿死亡 48.3 人降至 19.9 人。平均医院床位密度从 2004 年的每 1000 人 2.28 张增加到 2016 年的每 1000 人 4.54 张,平均基尼系数从 0.32 降至 0.25。调整后的混合效应回归表明,医院床位密度与 MMR 呈负相关(β=-0.112,95%CI:-0.210--0.013),而基尼系数每降低 0.1 个单位,MMR 平均下降 14.50%(β=1.354,95%CI:0.123-2.584)。基于中介分析,发现医院床位密度或基尼系数与 MMR 之间的关联可显著由设施分娩率中介,尤其是在 2004 年至 2009 年期间。
本研究为中国在降低 MMR 方面取得的显著成功提供了经验证据,这可归因于从地理角度看,医院床位的扩大以及其分配不平等程度的改善。这些发现有望为长期政策制定过程提供循证启示,以实现医疗资源的合理配置,并从整体角度促进获得医疗保健的公平性和可及性。应不断努力改善医疗资源分配的公平性,以实现全民医保的全覆盖。