Sakai Rie, Fink Günther, Kumamaru Hiraku, Kawachi Ichiro
Department of Social and Behavioral Sciences, Harvard School of Public Health, Boston, MA.
Department of Global Health and Population, Harvard School of Public Health, Boston, MA.
Health Serv Res. 2016 Apr;51(2):530-49. doi: 10.1111/1475-6773.12354. Epub 2015 Sep 1.
To investigate the effect of pediatrician supply on under-5 mortality over the period 2000-2010.
Multiple publicly available data sources were used.
Japan's 366 "Secondary Tier of Medical Care Units" (STMCU) were used as study units. To evaluate the association between under-5 mortality and pediatrician supply, we explored time and area fixed-effects Poisson regression model. The following factors were introduced into the models as time-varying controls: (1) number of physicians other than pediatricians per total population except for under-5-year-old population, and (2) income per total population by year and STMCU. Extensive sensitivity analyses were conducted to assess robustness of results.
Pediatrician density was inversely associated with under-5 mortality. We estimated that a unit increase in pediatrician density was associated with a 7 percent (95 percent CI: 2-12 percent) reduction in the child mortality rate after adjustment for all other variables. The results were consistent and robust across all specifications tested.
The results suggest that increasing human health resources can have positive effects on child health, even in settings where child mortality of less than 5 per 1,000 has been achieved.
调查2000年至2010年期间儿科医生供应对5岁以下儿童死亡率的影响。
使用了多个公开可用的数据源。
将日本的366个“二级医疗保健单位”(STMCU)用作研究单位。为了评估5岁以下儿童死亡率与儿科医生供应之间的关联,我们采用了时间和地区固定效应泊松回归模型。以下因素作为随时间变化的控制变量纳入模型:(1)除5岁以下儿童人口外,每总人口中儿科医生以外的医生数量;(2)按年份和STMCU划分的每总人口收入。进行了广泛的敏感性分析以评估结果的稳健性。
儿科医生密度与5岁以下儿童死亡率呈负相关。在对所有其他变量进行调整后,我们估计儿科医生密度每增加一个单位,儿童死亡率会降低7%(95%置信区间:2%-12%)。在所有测试的规格中,结果都是一致且稳健的。
结果表明,增加人力卫生资源即使在实现了每1000人中有不到5人儿童死亡的情况下,也能对儿童健康产生积极影响。