Pinzón-Flórez Carlos Eduardo, Fernandez-Niño Julian Alfredo, Cardenas-Cardenas Luz Mery, Díaz-Quijano Diana Marcela, Ruiz-Rodriguez Myriam, Reveiz Ludovic, Arredondo-López Armando
Grupo de Investigación en Salud, Universidad de La Sabana, Chía, Colombia.
Departamento de Salud Pública, Universidad del Norte, Barranquilla, Colombia.
PLoS One. 2017 Aug 30;12(8):e0180857. doi: 10.1371/journal.pone.0180857. eCollection 2017.
To generate and evaluate an indicator of the health system's performance in the area of maternal and reproductive health in Colombia.
An indicator was constructed based on variables related to the coverage and utilization of healthcare services for pregnant and reproductive-age women. A factor analysis was performed using a polychoric correlation matrix and the states were classified according to the indicator's score. A path analysis was used to evaluate the relationship between the indicator and social determinants, with the maternal mortality ratio as the response variable.
The factor analysis indicates that only one principal factor exists, namely "coverage and utilization of maternal healthcare services" (eigenvalue 4.35). The indicator performed best in the states of Atlantic, Bogota, Boyaca, Cundinamarca, Huila, Risaralda and Santander (Q4). The poorest performance (Q1) occurred in Caqueta, Choco, La Guajira, Vichada, Guainia, Amazonas and Vaupes. The indicator's behavior was found to have an association with the unsatisfied basic needs index and women's education (β = -0.021; 95%CI -0031 to -0.01 and β 0.554; 95%CI 0.39 to 0.72, respectively). According to the path analysis, an inverse relationship exists between the proposed indicator and the behavior of the maternal mortality ratio (β = -49.34; 95%CI -77.7 to -20.9); performance was a mediating variable.
The performance of the health system with respect to its management of access and coverage for maternal and reproductive health appears to function as a mediating variable between social determinants and maternal mortality in Colombia.
生成并评估哥伦比亚卫生系统在孕产妇和生殖健康领域的绩效指标。
基于与孕妇和育龄妇女医疗服务覆盖范围及利用情况相关的变量构建一个指标。使用多变量相关矩阵进行因子分析,并根据指标得分对各地区进行分类。采用路径分析评估该指标与社会决定因素之间的关系,以孕产妇死亡率作为响应变量。
因子分析表明仅存在一个主因子,即“孕产妇医疗服务的覆盖范围及利用情况”(特征值4.35)。该指标在大西洋省、波哥大、博亚卡省、昆迪纳马卡省、乌伊拉省、里萨拉尔达省和桑坦德省(第4四分位数)表现最佳。表现最差(第1四分位数)的地区是卡克塔省、乔科省、瓜希拉省、比查达省、瓜伊尼亚省、亚马孙省和沃佩斯省。发现该指标的表现与未满足的基本需求指数及妇女教育程度相关(β = -0.021;95%置信区间为 -0.031至 -0.01;β = 0.554;95%置信区间为0.39至0.72)。根据路径分析,所提出的指标与孕产妇死亡率之间存在负相关关系(β = -49.34;95%置信区间为 -77.7至 -20.9);绩效是一个中介变量。
哥伦比亚卫生系统在孕产妇和生殖健康的可及性和覆盖范围管理方面的绩效似乎是社会决定因素与孕产妇死亡率之间的中介变量。