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  • 1
    Language: English
    Pages: 1 Online-Ressource (40 pages)
    Parallel Title: Erscheint auch als Cirera, Xavier Technology and Resilience
    Keywords: Business Cycles and Stabilization Policies ; Common Carriers Industry ; Digital Technology ; Effects Of Technology ; Food and Beverage Industry ; General Manufacturing ; Industry ; Innovation and Entrepreneurship ; Macroeconomics and Economic Growth ; Nationally Representative Survey ; Supply Chain Management System ; Technology Index ; Urban Transport
    Abstract: This paper estimates the impact of technology sophistication pre-COVID-19 on the performance of firms during the early stages of the pandemic. It exploits a unique data set covering firms from Brazil, Senegal, and Vietnam, using a treatment effect mediation framework to decompose the results into direct and indirect effects. Increasing pre-pandemic technology sophistication by one standard deviation is associated with 3.8 percentage points higher sales. Both effects are positive, but the direct effect is about five times larger than the indirect effect. The total effect on sales is markedly nonlinear with significantly smaller estimates of the reduction in sales for firms with more sophisticated pre-pandemic technology. The results are robust to different measures of digital responses and matching estimators
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  • 2
    Language: English
    Pages: 1 Online-Ressource (60 pages)
    Parallel Title: Erscheint auch als Print Version: Cirera, Xavier Firm Recovery during COVID-19: Six Stylized Facts
    Keywords: Business Cycles and Stabilization Policies ; Coronavirus ; COVID-19 ; Disease Control and Prevention ; Employment ; Firm Performance ; Health, Nutrition and Population ; Industrial Economics ; Industry ; Labor Markets ; Macroeconomics and Economic Growth ; Pandemic Impact ; Private Sector Economics ; Recovery ; Sales Revenue
    Abstract: Building on prior work that documented the impact of COVID-19 on firms in developing countries using the first wave of Business Pulse Surveys, this paper presents a new set of stylized facts on firm recovery, covering 65,000 observations in 38 countries. This paper suggests that: One, since the outset of the pandemic, some aspects of business performance such as sales show signs of partial recovery. Two, other aspects remain challenging, including persistently high uncertainty and financial fragility. Three, recovery is heterogeneous across firms and more sensitive to firm-level attributes such as size, sector, and initial productivity than to country-level differences in the severity of the initial shock. In particular, larger and more productive firms are recovering faster, with implications for competition policy and allocative efficiency. Four, the decline in jobs has been steeper during the initial shock than the expansion in employment during recovery, raising the risk of a "jobless" recovery pattern. Five, the diffusion of digital technology and product innovation accelerated during the pandemic but did so unevenly, further widening gaps between small and large firms. Six, businesses now have more access to policy support, but poorer countries continue to lag behind and appropriate targeting of firms remains a challenge
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