The Financial Fragility of For-Profit Hospitals: Evidence from the Covid-19 Pandemic

Ge Bai, Daniel Jiménez, Phillip Phan, L. Quintero, A. Rebucci, Xian Sun
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Abstract

We estimate the likelihood of financial distress of U.S. hospitals in 2020 due to the COVID-19 pandemic using AHA Annual Survey data for 2011-2019 and smartphone mobility data for 2020. We find that while the average likelihood of distress across all hospitals is 28.53 % in 2020, slightly increasing from 2019, for-profit hospitals are much more likely to be distressed. Their average likelihood of financial distress is 39.13 %---a 6.93 percentage point increase from 2019. For-profit hospitals are the main providers of specialty health care services, such as psychiatric and acute long-term care, so their increased likelihood of distress poses a risk to service provision in these specialty areas, and particularly in rural communities. Our prediction model based on mobility data performs very well in sample against actual data and can potentially help policymakers and hospital administrators to monitor financial distress in real-time when case mixes change, or other large shocks materialize.
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营利性医院的财务脆弱性:来自Covid-19大流行的证据
我们使用2011-2019年美国心脏协会年度调查数据和2020年智能手机移动数据,估计2020年美国医院因COVID-19大流行而陷入财务困境的可能性。我们发现,虽然2020年所有医院的平均痛苦可能性为28.53%,比2019年略有增加,但营利性医院更有可能陷入困境。他们陷入财务困境的平均可能性为39.13%,比2019年增加了6.93个百分点。营利性医院是精神科和急性长期护理等专业保健服务的主要提供者,因此,它们日益增加的痛苦可能性对这些专业领域,特别是农村社区的服务提供构成了风险。我们基于流动性数据的预测模型与实际数据相比在样本中表现得非常好,可以潜在地帮助决策者和医院管理者在病例混合变化或其他重大冲击发生时实时监控财务困境。
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