Knowledge Utilization Research Center, Tehran University of Medical Sciences, Tehran, Iran.
Epidemiology and Biostatistics Department, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran.
Int J Health Policy Manag. 2017 Jul 1;6(7):395-402. doi: 10.15171/ijhpm.2016.147.
Between 1990 and 2015, under-5 mortality rate (U5MR) declined by 53%, from an estimated rate of 91 deaths per 1000 live births to 43, globally. The aim of this study was to determine the share of health research systems in this decrease alongside other influential factors.
We used random effect regression models including the 'random intercept' and 'random intercept and random slope' models to analyze the panel data from 1990 to 2010. We selected the countries with U5MRs falling between the first and third quartiles in 1990. We used both the total articles (TA) and the number of child-specific articles (CSA) as a proxy of the health research system. In order to account for the impact of other factors, measles vaccination coverage (MVC) (as a proxy of health system performance), gross domestic product (GDP), human development index (HDI), and corruption perception index (CPI) (as proxies of development), were embedded in the model.
Among all the models, 'the random intercept and random slope models' had lower residuals. The same variables of CSA, HDI, and time were significant and the coefficient of CSA was estimated at -0.17; meaning, with the addition of every 100 CSA, the rate of U5MR decreased by 17 per 1000 live births.
Although the number of CSA has contributed to the reduction of U5MR, the amount of its contribution is negligible compared to the countries' development. We recommend entering different types of researches into the model separately in future research and including the variable of 'exchange between knowledge generator and user.'
1990 年至 2015 年期间,全球 5 岁以下儿童死亡率(U5MR)下降了 53%,从每 1000 例活产儿 91 例死亡降至 43 例。本研究旨在确定卫生研究系统在这一下降中的作用以及其他有影响力的因素。
我们使用随机效应回归模型,包括“随机截距”和“随机截距和随机斜率”模型,分析了 1990 年至 2010 年的面板数据。我们选择了 1990 年 U5MR 处于第一和第三四分位数之间的国家。我们使用总文章数(TA)和特定儿童文章数(CSA)作为卫生研究系统的代理。为了考虑其他因素的影响,我们在模型中嵌入了麻疹疫苗接种覆盖率(MVC)(作为卫生系统绩效的代理)、国内生产总值(GDP)、人类发展指数(HDI)和腐败感知指数(CPI)(作为发展的代理)。
在所有模型中,“随机截距和随机斜率模型”的残差较低。CSA、HDI 和时间的相同变量是显著的,CSA 的系数估计为-0.17;这意味着,每增加 100 篇 CSA,U5MR 就会降低 17 例/1000 例活产儿。
尽管 CSA 的数量有助于降低 U5MR,但与各国的发展相比,其贡献微不足道。我们建议在未来的研究中分别将不同类型的研究纳入模型,并纳入“知识生成者和用户之间的交流”变量。