IMF Working Paper · 2022 · 21 citations · 20 references
BusinessBusiness EconomicsEconomicsDigital StrategyDigital TransformationEconomic DevelopmentDigital InnovationDigital Transformation StrategyEconomic ResilienceOrganizational ResilienceDifference-in-differencesDifference-in-differences ValuationEconomic RecessionsEnterprise DigitalizationIct SkillsWorkforce Digital Skills
This paper investigates the role of digitialization in improving economic resilience. Using balance sheet data from 24,000 firms in 75 countries, and a difference-in-differences approach, we find that firms in industries that are more digitalized experience lower revenue losses following recessions. Early data since the outbreak of the COVID-19 pandemic suggest an even larger effect during the resulting recessions. These results are robust across a wide range of digitalization measures-such as ICT input and employment shares, robot usage, online sales, intangible assets and digital skills listed on online profiles-and several alternative specifications.
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Georg Graetz, Guy Michaels · The Review of Economics and Statistics · 2018 · 1.9K citations · Full text