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人工智能与对新冠疫情的免疫力

AI and Immunity to the COVID-19 Pandemic

Production and Operations Management · 2025
被引 2
人大 AFT50UTD24ABS 4

中文导读

利用印度最大支付网关的数据,研究发现行业对人工智能的暴露程度越高,疫情后经济活动的下降幅度越小,且邻近行业的高AI暴露能进一步增强韧性,表明AI通过增强信息能力而非替代劳动力来提升经济免疫力。

Abstract

We evaluate economic immunity to the COVID-19 pandemic accorded by a sector’s exposure to artificial intelligence (AI). Using an event study design, we causally estimate the impact of AI industry exposure (AIIE) on shifts in economic activity following the first pandemic-induced lockdown in India. We use payments data from one of India’s largest payment gateways and find that a one-standard-deviation increase in AIIE arrests the post-pandemic decline in industry payments by a third. High AIIE of neighboring sectors further improves a sector’s economic resilience, emphasizing the importance of supply chain partners in technology adoption and change. Further analyses speak to the mechanisms underlying the documented impact of AI on economic activity. Notably, we present evidence suggesting that the observed effects of AI are distinct from those attributable to IT investments or digitization, that AI investments are associated with superior information capabilities prior to the pandemic that arguably enabled agility and responsiveness, and that AI-enabled adaptation occurs in a manner that complements labor rather than displacing it. We discuss the implications of our findings in terms of the assessment of the business value of AI and management of disruptions associated with crises events.

人工智能新冠疫情经济韧性供应链支付数据