Toward Advancing Women’s Health in Least Developed Countries: Evaluating Contraceptive Distribution Models in Senegal

Amir Karimi, Anant Mishra, Karthik V. Natarajan, Kingshuk K. Sinha
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Abstract

Problem definition: Improving access to contraceptives is one of the most effective interventions to prevent unintended pregnancies and save the lives of women in least developed countries (LDCs), where the overwhelming majority of maternal deaths occur. However, access to reproductive health commodities is often limited in LDCs because of frequent stock-outs at last-mile health facilities. In this study, we evaluate and compare the effect of two distribution models on last-mile contraceptive availability and key public health outcomes (e.g., unintended pregnancies, maternal and newborn deaths). These distribution models are (i) the commonly used pull distribution model, in which health facilities are fully responsible for managing inventory, and (ii) an alternative model known as the informed push distribution model, which delegates inventory management tasks to external logistics providers. Methodology/results: We leverage the staggered transition from pull distribution to informed push distribution in Senegal, a country that redesigned its contraceptive distribution system. We conduct empirical analyses, including a triple differences estimation, on novel field data compiled from multiple sources to evaluate the effect of the transition. We find that the transition significantly reduces contraceptive stock-outs, frontline health worker workload, unintended pregnancies, and maternal and newborn mortalities and also improves client satisfaction, especially in health facilities with less mature inventory management practices and less developed road infrastructure. A comprehensive cost–benefit analysis shows that the aforementioned benefits are achieved in a cost-efficient manner at these facilities, making them prime candidates for the transition. However, for facilities with less mature inventory management practices but more developed road infrastructure, upgrading the inventory management system is a substantially more cost-efficient alternative than transitioning to a new distribution model without compromising the benefits. Managerial implications: Given the resource constraints faced by the public health sector in LDCs, it is imperative to understand how the operational and public health benefits of the transition to the informed push model vary based on facility characteristics. Our findings offer actionable insights for resource allocation by identifying health facilities that benefit the most from the transition.Supplemental Material: The online appendix is available at https://doi.org/10.1287/msom.2021.0488 .
促进最不发达国家妇女的健康:评估塞内加尔的避孕药具分配模式
问题定义:在最不发达国家(LDCs),绝大多数孕产妇死亡都发生在那里,而改善避孕药具的获取途径是防止意外怀孕和挽救妇女生命的最有效干预措施之一。然而,在最不发达国家,由于 "最后一英里 "医疗设施经常缺货,生殖健康商品的获取往往受到限制。在本研究中,我们评估并比较了两种配送模式对最后一公里避孕药具供应和主要公共卫生结果(如意外怀孕、孕产妇和新生儿死亡)的影响。这两种配送模式是:(i) 常用的拉动式配送模式,即由医疗机构全权负责库存管理;(ii) 另一种被称为知情推送式配送模式的模式,即把库存管理任务委托给外部物流供应商。方法/结果:塞内加尔重新设计了避孕药具分发系统,我们利用了塞内加尔从拉动式分发到知情推动式分发的交错过渡。我们对从多个来源收集的新颖实地数据进行了实证分析,包括三重差异估算,以评估过渡的效果。我们发现,过渡大大减少了避孕药具缺货、一线卫生工作者工作量、意外怀孕以及孕产妇和新生儿死亡率,还提高了客户满意度,尤其是在库存管理实践不太成熟、道路基础设施不太发达的卫生机构。一项全面的成本效益分析表明,这些医疗机构能以具有成本效益的方式实现上述效益,因此成为过渡的首选。然而,对于库存管理方法不太成熟但道路基础设施较发达的设施来说,升级库存管理系统要比过渡到新的配送模式更具成本效益,而且不会影响效益。对管理的影响:鉴于最不发达国家公共卫生部门面临的资源限制,当务之急是了解向知情推送模式过渡所带来的运营和公共卫生效益如何因设施特点而异。我们的研究结果通过确定从过渡中获益最多的医疗机构,为资源分配提供了可操作的见解:在线附录见 https://doi.org/10.1287/msom.2021.0488 。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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