Huicho Luis, Hernandez Patricia, Huayanay-Espinoza Carlos A, Segura Eddy R, Niño de Guzman Jessica, Flores-Cordova Gianfranco, Rivera-Ch Maria, Friedman Howard S, Berman Peter
Centro de Investigación para el Desarrollo Integral y Sostenible, Universidad Peruana Cayetano Heredia, Av. Honorio Delgado 430, LI33, Lima, Peru.
Centro de Investigación en Salud Materna e Infantil and School of Medicine, Universidad Peruana Cayetano Heredia, Lima, Peru.
BMC Health Serv Res. 2018 Nov 6;18(1):833. doi: 10.1186/s12913-018-3649-x.
Peru has increased substantially its domestic public expenditure in maternal and child health. Peruvian departments are heterogeneous in contextual and geographic factors, underlining the importance of disaggregated expenditure analysis up to the district level. We aimed to assess possible district level factors influencing public expenditure on reproductive, maternal, neonatal and child health (RMNCH) in Peru.
We performed an ecological study in 24 departments, with specific RMNCH expenditure indicators as outcomes, and covariates of different hierarchical dimensions as predictors. To account for the influence of variables included in the different dimensions over time and across departments, we chose a stepwise multilevel mixed-effects regression model, with department-year as the unit of analysis.
Public expenditure increased in all departments, particularly for maternal-neonatal and child health activities, with a different pace across departments. The multilevel analysis did not reveal consistently influential factors, except for previous year expenditure on reproductive and maternal-neonatal health. Our findings may be explained by a combination of inertial expenditure, a results-based budgeting approach to increase expenditure efficiency and effectiveness, and by a mixed-effects decentralization process. Sample size, interactions and collinearity cannot be ruled out completely.
Public district-level RMNCH expenditure has increased remarkably in Peru. Evidence on underlying factors influencing such trends warrants further research, most likely through a combination of quantitative and qualitative approaches.
秘鲁大幅增加了其在母婴健康方面的国内公共支出。秘鲁的各个省份在背景和地理因素方面存在差异,这凸显了在地区层面进行分类支出分析的重要性。我们旨在评估可能影响秘鲁生殖、孕产妇、新生儿和儿童健康(RMNCH)公共支出的地区层面因素。
我们在24个省份开展了一项生态研究,将特定的RMNCH支出指标作为结果,并将不同层次维度的协变量作为预测因素。为了考虑不同维度中包含的变量随时间和跨省份的影响,我们选择了逐步多水平混合效应回归模型,以省份-年份作为分析单位。
所有省份的公共支出均有所增加,特别是在孕产妇-新生儿和儿童健康活动方面,各省份的增长速度有所不同。除了上一年在生殖和孕产妇-新生儿健康方面的支出外,多水平分析并未揭示出始终具有影响力的因素。我们的研究结果可能是由惯性支出、基于结果的预算编制方法以提高支出效率和效果以及混合效应分权过程共同导致的。样本量、交互作用和共线性不能完全排除。
秘鲁地区层面的RMNCH公共支出显著增加。关于影响此类趋势的潜在因素的证据值得进一步研究,很可能需要通过定量和定性方法相结合的方式进行。