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Adverse selection in a community-based health insurance scheme in rural Africa: Implications for introducing targeted subsidies

机译:非洲农村地区基于社区的健康保险计划中的逆向选择:引入有针对性的补贴的含义

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摘要

Background: Although most community-based health insurance (CBHI) schemes are voluntary, problem of adverse selection is hardly studied. Evidence on the impact of targeted subsidies on adverse selection is completely missing. This paper investigates adverse selection in a CBHI scheme in Burkina Faso. First, we studied the change in adverse selection over a period of 4 years. Second, we studied the effect of targeted subsidies on adverse selection. Methods: The study area, covering 41 villages and 1 town, was divided into 33 clusters and CBHI was randomly offered to these clusters during 2004–06. In 2007, premium subsidies were offered to the poor households. The data was collected by a household panel survey 2004–2007 from randomly selected households in these 33 clusters (n = 6795). We applied fixed effect models. Results: We found weak evidence of adverse selection before the implementation of subsidies. Adverse selection significantly increased the next year and targeted subsidies largely explained this increase. Conclusions: Adverse selection is an important concern for any voluntary health insurance scheme. Targeted subsidies are often used as a tool to pursue the vision of universal coverage. At the same time targeted subsidies are also associated with increased adverse selection as found in this study. Therefore, it’s essential that targeted subsidies for poor (or other high-risk groups) must be accompanied with a sound plan to bridge the financial gap due to adverse selection so that these schemes can continue to serve these populations.
机译:背景:尽管大多数基于社区的健康保险(CBHI)计划都是自愿的,但几乎没有研究逆向选择的问题。完全缺乏针对性补贴对逆向选择产生影响的证据。本文调查了布基纳法索CBHI方案中的逆向选择。首先,我们研究了4年内逆向选择的变化。其次,我们研究了有针对性的补贴对逆向选择的影响。方法:研究区域覆盖41个村庄和1个镇,分为33个集群,并在2004-06年度随机向这些集群提供CBHI。 2007年,向贫困家庭提供了保费补贴。该数据是通过2004-2007年住户小组调查从这33个集群中随机选择的家庭收集的(n = 6795)。我们应用了固定效果模型。结果:在补贴实施之前,我们发现不利选择的证据不充分。明年的逆向选择显着增加,有针对性的补贴在很大程度上解释了这一增加。结论:逆向选择是任何自愿性健康保险计划的重要关注点。有针对性的补贴通常被用作追求全民覆盖愿景的工具。同时,这项研究发现,有针对性的补贴也与逆向选择增加有关。因此,至关重要的是,针对贫困人口(或其他高风险群体)的定向补贴必须伴随有合理的计划,以弥补因逆向选择而造成的资金缺口,以便这些计划能够继续为这些人群服务。

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