Balancing health and economic impacts from targeted pandemic restrictions

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY
Giovanni Bonaccorsi, Francesco Scotti, Andrea Flori, Fabio Pammolli
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Abstract

Abstract The COVID-19 pandemic has highlighted the necessity for policymakers to design interventions that allow to promptly resume economic activities while taking control of the healthcare emergency. We analyze the response of differentiated policy measures by exploiting a meta-population SEIR model based on transaction data that map human mobility through daily physical transactions performed by cardholders of a major Italian bank. We calibrate multiple counterfactual scenarios and study the impact of alternative combinations of tailored mobility restrictions with different intensity across sectors. Although the Retail sector accounts for the largest portion of mobility and drive results in terms of infections and consumption dynamics, other economic activities, such as those related to Restaurants, have a relevant role in the design of the optimal policy. Finally, we show how the proposed approach can be used by policymakers to evaluate the trade-off between economic and healthcare impacts by identifying the alternative policy restrictions that minimize either the economic impact given a certain level of infections or the spread of contagion for a target value of economic impact.

Abstract Image

平衡有针对性的大流行限制措施对健康和经济的影响
2019冠状病毒病大流行凸显了政策制定者设计干预措施的必要性,这些干预措施可以在控制医疗紧急情况的同时迅速恢复经济活动。我们通过利用基于交易数据的元人口SEIR模型来分析差异化政策措施的反应,该模型通过意大利一家主要银行的持卡人进行的日常实物交易来映射人类流动性。我们校准了多个反事实情景,并研究了不同部门不同强度的定制流动性限制的替代组合的影响。尽管就感染和消费动态而言,零售业占流动性和驱动结果的最大比例,但其他经济活动,如与餐馆相关的活动,在设计最佳政策方面也发挥着相关作用。最后,我们展示了政策制定者如何使用所提出的方法来评估经济和医疗保健影响之间的权衡,方法是确定替代政策限制,在给定一定水平的感染或传染传播的情况下,将经济影响最小化,以达到经济影响的目标值。
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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