Economics of HIV Prevention: Understanding the Empirical Intersection between Commodity Price Shocks, Health Spending and HIV Infections in Developing Countries

Cyprian Mostert
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Abstract

Background: This study seeks to understand the empirical nature of macro-financial factors associated with the worsening of HIV infections and the risks that need to be carefully monitored for a sustainable improvement in HIV outcomes as developing countries seek to achieve the United Nations 95-95-95 targets. Methods: The author used a panel VAR model to study the long-term endogenous relationships between percentage changes in the annual spot price of the most traded commodities, GDP per capita, health spending, and the HIV infection rate of developing countries. Results: The author discovered that shocks of global commodity prices negatively impact GDP per capita, real government health spending, and real private health spending. These shocks have adverse spillover effects characterized by worsening HIV infections. The reactions from price shocks suggest that GDP per capita contract immediately when a commodity price shock hits developing economies. Real government health spending and real private health spending also contract instantly. HIV infections begin worsening three years after the shock in the energy and precious metal blocks of countries. HIV infections also begin to worsen two years after shocks in the agricultural block of counties. These impacts are statistically significant and can potentially reverse the positive HIV infection gains achieved in the previous years. Emergency funds, insurance schemes, and international aid for HIV need to discharge more funds to counter these shocks. Conclusions: There is a significant risk of reversing HIV infection outcomes arising from commodity price shocks. Funding agencies must protect HIV prevention services from global macro-economic shocks as countries move closer to the United Nations 95-95-95 targets.
预防艾滋病毒的经济学:了解发展中国家商品价格冲击、医疗支出和艾滋病毒感染之间的经验交叉点
背景:本研究旨在了解与艾滋病病毒感染恶化相关的宏观金融因素的实证性质,以及发展中国家在努力实现联合国 95-95-95 目标的过程中,为可持续地改善艾滋病病毒感染结果而需要认真监测的风险。方法:作者使用面板 VAR 模型研究了发展中国家贸易量最大的商品年度现货价格百分比变化、人均国内生产总值、医疗支出和艾滋病毒感染率之间的长期内生关系。研究结果作者发现,全球商品价格的冲击会对人均国内生产总值、政府实际医疗支出和私人实际医疗支出产生负面影响。这些冲击具有不利的溢出效应,其特点是艾滋病毒感染情况恶化。价格冲击的反应表明,当商品价格冲击波及发展中经济体时,人均国内生产总值会立即收缩。政府实际医疗支出和私人实际医疗支出也会立即收缩。在能源和贵金属区块国家,艾滋病毒感染在冲击发生三年后开始恶化。在农业国家组,冲击发生两年后,艾滋病毒感染也开始恶化。这些影响在统计上是显著的,并有可能逆转前几年在艾滋病毒感染方面取得的积极成果。应急基金、保险计划和艾滋病毒国际援助需要投入更多资金来应对这些冲击。结论:商品价格冲击造成的艾滋病毒感染结果逆转的风险很大。随着各国越来越接近联合国 95-95-95 目标,资助机构必须保护艾滋病预防服务免受全球宏观经济冲击的影响。
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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