To battle with economic challenges during the COVID-19 pandemic, the US government implemented various measures to mitigate economic loss. From issuance of stimulus checks to reopening businesses, consumers had to constantly alter their behavior in response to government policies. Using anonymized card transactions and mobile device-based location tracking data, we analyze the factors that contribute to these behavior changes, focusing on stimulus check issuance and state-wide reopening. Our finding suggests that stimulus payment has a significant immediate effect of boosting spending, but it typically does not reverse a downward trend. State-wide reopening had a small effect on spending. Foot traffic increased gradually after stimulus check issuance, but only increased slightly after reopening, which also coincided or preceded several policy changes and confounding events (e.g., protests) in the US. We also find differences in the reaction to these policies in different regions in the US. Our results may be used to inform future economic recovery policies and their potential consumer response.
翻译:为了在COVID-19大流行期间应对经济挑战,美国政府采取了各种措施来减轻经济损失。从发放刺激措施支票到重新开放企业,消费者不得不不断改变他们的行为,以回应政府的政策。我们利用匿名信用卡交易和移动设备定位跟踪数据分析促成这些行为变化的因素,重点是发放刺激措施支票和全州重新开放。我们的调查结果表明,刺激措施的支付具有提高支出的立即重要影响,但通常不会逆转下降趋势。全州范围的重新开放对支出影响不大。 刺激措施发放之后,足流量逐渐增加,但在重新开放之后也略有增加,而重新开放也同时发生或之前也发生了一些政策变化和混乱事件(例如抗议活动 ) 。 我们还发现美国不同地区对这些政策的反应存在差异。 我们的结果可能被用来为未来的经济复苏政策及其潜在的消费者反应提供信息。