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The impact of the health care workforce on under-five mortality in rural China

机译:医护人员对中国农村五岁以下儿童死亡率的影响

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Previous studies have focused on the relationship between increases in the health care workforce and child health outcomes, but little is known about how this relationship differs in contexts where economic growth differs by initial level and pace. This study evaluates the association between increased health professionals and the under-five mortality rate (U5MR) in rural Chinese counties from 2008 to 2014 and examines whether this relationship differs among counties with different patterns of economic growth over this period. We estimated fixed effects models with rural counties as the unit of analysis to evaluate the association between health professional density and U5MR. Covariates included county-level gross domestic product (GDP) per capita, female illiteracy rate, value of medical equipment per bed, and province-level health expenditures (measured as a proportion of provincial GDP). To explore modification effects, we assessed interactions between health professionals and county types defined by county poverty status and county-level trajectories of growth in GDP per capita. U5MR data have been adjusted for county-level underreporting, and all other data were obtained from administrative and official sources. The U5MR dropped by 36.19% during the study period. One additional health professional per 1000 population was associated with a 2.6% reduction in U5MR, after controlling for other covariates. County poverty status and GDP trajectories moderated this relationship: the U5MR reductions attributed to a one-unit increase in health professionals were 6.8% among poor counties, but only 1.1% among non-poor ones. These reductions were, respectively, 6.7%, 0.7%, and 4.3% in counties with initially low GDP that slowly increased, medium-level GDP that rose at a moderate pace, and high GDP that rose rapidly. This study demonstrates that increased health professionals were associated with reductions in U5MR. The?largest association was seen in poor counties and those with low and slowly increasing GDP per capita, which justifies further expansion of the health care workforce in these areas. This study could be instructive for other developing countries to achieve Sustainable Development Goal 3 by helping them identify where additional health professionals would make the greatest contribution.
机译:先前的研究集中在医护人员的增加与儿童健康结局之间的关系上,但是,在经济增长因初始水平和步调而不同的情况下,这种关系如何不同的知之甚少。这项研究评估了2008年至2014年间中国农村县医疗保健专业人员的增加与5岁以下死亡率(U5MR)之间的关联,并研究了这段时期内经济增长方式不同的县之间的这种关系是否不同。我们以农村县为单位估计固定效应模型,以评估卫生专业人员密度与U5MR之间的关联。协变量包括县级人均国内生产总值(GDP),女性文盲率,每张床的医疗设备价值以及省级卫生支出(按省GDP的比例衡量)。为了探讨修改效果,我们评估了卫生专业人员与县类型(由县贫困状况和县级人均GDP增长轨迹定义)之间的相互作用。 U5MR数据已针对县级漏报进行了调整,所有其他数据均从行政和官方渠道获取。在研究期间,U5MR下降了36.19%。在控制其他协变量之后,每1000个人口中再增加一名卫生专业人员,可使U5MR降低2.6%。县的贫困状况和GDP轨迹缓和了这种关系:归因于卫生专业人员增加一单位的U5MR减少在贫困县中为6.8%,而在非贫困县中仅为1.1%。在最初GDP缓慢增长缓慢,中等水平GDP增长适度而较高GDP增长迅速的县,这些减少分别为6.7%,0.7%和4.3%。这项研究表明,卫生专业人员的增加与U5MR降低有关。在贫困县和人均GDP增长缓慢且缓慢的县中,这是最大的关联,这证明了在这些地区进一步扩大医疗保健人员队伍的合理性。这项研究可以帮助其他发展中国家确定其他卫生专业人员将在哪些方面做出最大贡献,从而对实现其他国家的可持续发展目标具有指导意义。

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