首页> 美国卫生研究院文献>International Journal of Environmental Research and Public Health >Effect of Free Healthcare Policy for Children under Five Years Old on the Incidence of Reported Malaria Cases in Burkina Faso by Bayesian Modelling: Not only the Ears but also the Head of the Hippopotamus
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Effect of Free Healthcare Policy for Children under Five Years Old on the Incidence of Reported Malaria Cases in Burkina Faso by Bayesian Modelling: Not only the Ears but also the Head of the Hippopotamus

机译:贝叶斯模型对五岁以下儿童实行免费医疗政策对布基纳法索报告的疟疾发病率的影响:不仅是耳朵还有河马头

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摘要

Burkina Faso has recently implemented an additional strategy, the free healthcare policy, to further improve maternal and child health. This policy targets children under five who bear the brunt of the malaria scourge. The effects of the free-of-charge healthcare were previously assessed in women but not in children. The present study aims at filling this gap by assessing the effect of this policy in children under five with a focus on the induced spatial and temporal changes in malaria morbidity. We used a Bayesian spatiotemporal negative binomial model to investigate the space–time variation in malaria incidence in relation to the implementation of the policy. The analysis relied on malaria routine surveillance data extracted from the national health data repository and spanning the period from January 2013 to December 2018. The model was adjusted for meteorological and contextual confounders. We found that the number of presumed and confirmed malaria cases per 1000 children per month increased between 2013 and 2018. We further found that the implementation of the free healthcare policy was significantly associated with a two-fold increase in the number of tested and confirmed malaria cases compared with the period before the policy rollout. This effect was, however, heterogeneous across the health districts. We attributed the rise in malaria incidence following the policy rollout to an increased use of health services combined with an increased availability of rapid tests and a higher compliance to the “test and treat” policy. The observed heterogeneity in the policy effect was attributed to parallel control interventions, some of which were rolled out at different paces and scales. Our findings call for a sustained and reinforced effort to test all suspected cases so that, alongside an improved case treatment, the true picture of the malaria scourge in children under five emerges clearly (see the hippopotamus almost entirely).
机译:布基纳法索最近还实施了另一项战略,即免费医疗政策,以进一步改善母婴健康。这项政策的对象是首当其冲的疟疾灾祸的五岁以下儿童。免费医疗的效果以前是在女性中评估的,而在儿童中则没有。本研究旨在通过评估该政策对五岁以下儿童的影响来填补这一空白,重点是引起疟疾发病率的时空变化。我们使用贝叶斯时空负二项式模型来研究与政策实施相关的疟疾发病率的时空变化。该分析依靠的是从国家卫生数据存储库中提取的疟疾常规监测数据,该数据跨越了2013年1月至2018年12月这段时间。该模型针对气象和背景混杂因素进行了调整。我们发现,2013年至2018年期间,每月每1000名儿童的假定和确诊疟疾病例数有所增加。我们进一步发现,免费医疗政策的实施与测试和确诊疟疾数目的两倍增加显着相关与政策推出前相比的情况。但是,这种影响在卫生区之间是不同的。我们将政策实施后的疟疾发病率上升归因于卫生服务的使用增加,快速检测的可用性增加以及对“检测与治疗”政策的依从性更高。在政策效果中观察到的异质性归因于并行控制干预措施,其中一些以不同的步伐和规模推出。我们的发现要求我们持续不断地加大力度,对所有可疑病例进行检测,以便在改善病例治疗的同时,清楚显示五岁以下儿童疟疾祸害的真实情况(几乎完全可以看到河马)。

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