Healthcare system efficiency and drivers: Re-evaluation of OECD countries for COVID-19

Gökçe Manavgat , Martine Audibert
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Abstract

The Covid-19 pandemic has raised concerns about the resilience of health systems. The aim of this study is twofold: i) to measure and compare the resilience of health system efficiency of OECD countries before and during Covid-19 and ii) to determine the healthcare efficiency drivers (e.g., socio-economic) of health system performance. Using a dataset of 31 OECD countries for 2018 and 2020, we first estimate bias-adjusted efficiency scores, followed by a double bootstrap truncated regression procedure to study the drivers associated with health system efficiency. We find that the health system efficiency overall score decreased among OECD countries during the Covid-19 pandemic compared to before Covid-19. Estonia and Japan retained their full efficiency scoreduring Covid-19. We find a negative association between health system efficiency and unemployment rate, share of health expenditure in GDP, and share of population over 65. Conversely, high vaccination rates contribute positively to health system efficiency during the Covid-19 period.

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医疗保健系统的效率和驱动因素:为 COVID-19 重新评估经合组织国家
2019冠状病毒病大流行引发了人们对卫生系统抵御能力的担忧。本研究的目的有两个:1)衡量和比较经合组织国家在Covid-19之前和期间的卫生系统效率复原力;2)确定卫生系统绩效的卫生保健效率驱动因素(如社会经济因素)。使用2018年和2020年31个经合组织国家的数据集,我们首先估计了偏差调整后的效率得分,然后使用双引导截断回归程序来研究与卫生系统效率相关的驱动因素。我们发现,与Covid-19大流行之前相比,经合组织国家在Covid-19大流行期间的卫生系统效率总体得分有所下降。爱沙尼亚和日本在2019冠状病毒病期间保持了效率满分。我们发现卫生系统效率与失业率、卫生支出占GDP的比例和65岁以上人口的比例呈负相关。相反,在2019冠状病毒病期间,高疫苗接种率有助于提高卫生系统效率。
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