论文标题

COVID镇:基于经济流行病学的综合模型

COVID-Town: An Integrated Economic-Epidemiological Agent-Based Model

论文作者

Mellacher, Patrick

论文摘要

我开发了一种新型的宏观经济流行病学剂模型,以研究Covid-19的大流行在不同的政策情景下的影响。代理商在其职业,家庭状况和年龄方面有所不同,并与家里的其他代理商,工作或休闲活动中互动。该模型允许实施和测试实际使用的或反事实的政策,例如关闭学校或休闲行业,以探索其对病毒传播的影响及其经济后果。该模型通过时间使用,人口统计学,家庭,企业人口统计学,就业,公司利润和工资的德国统计数据进行校准。我基于德国的遏制策略建立了基线场景,并将模拟的流行病学参数符合到观察到的德国死亡曲线和第一个COVID-19波的估计感染曲线。我的模型表明,通过一周后的行动,德国第一波的死亡人数将高出180%,而如果一周前制定了政策,则将降低60%。我终于讨论了两种风格化的财政政策方案:ProcyClical(零)和反周期性财政政策。在零缺陷的情况下,一个恶性循环出现了,经济衰退从高度交织的休闲产业传播到其他经济。即使消除病毒并取消了限制,经济复苏也不完整。另一方面,反锁周财政政策限制了经济损失,并允许V形恢复,但不会增加死亡人数。这些结果表明,对旨在遏制或持有疫苗的大流行的最佳反应结合了早期引入遏制措施,以使感染低的人数与扩张性财政政策保持较低的产量,以使产量保持较低的风险领域。

I develop a novel macroeconomic epidemiological agent-based model to study the impact of the COVID-19 pandemic under varying policy scenarios. Agents differ with regard to their profession, family status and age and interact with other agents at home, work or during leisure activities. The model allows to implement and test actually used or counterfactual policies such as closing schools or the leisure industry explicitly in the model in order to explore their impact on the spread of the virus, and their economic consequences. The model is calibrated with German statistical data on time use, demography, households, firm demography, employment, company profits and wages. I set up a baseline scenario based on the German containment policies and fit the epidemiological parameters of the simulation to the observed German death curve and an estimated infection curve of the first COVID-19 wave. My model suggests that by acting one week later, the death toll of the first wave in Germany would have been 180% higher, whereas it would have been 60% lower, if the policies had been enacted a week earlier. I finally discuss two stylized fiscal policy scenarios: procyclical (zero-deficit) and anticyclical fiscal policy. In the zero-deficit scenario a vicious circle emerges, in which the economic recession spreads from the high-interaction leisure industry to the rest of the economy. Even after eliminating the virus and lifting the restrictions, the economic recovery is incomplete. Anticyclical fiscal policy on the other hand limits the economic losses and allows for a V-shaped recovery, but does not increase the number of deaths. These results suggest that an optimal response to the pandemic aiming at containment or holding out for a vaccine combines early introduction of containment measures to keep the number of infected low with expansionary fiscal policy to keep output in lower risk sectors high.

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