Discussion Paper Details

Please find the details for DP16885 in an easy to copy and paste format below:

Full Details   |   Bibliographic Reference

Full Details

Title: Technology and Resilience

Author(s): Xavier Cirera, Diego Comin, Marcio Cruz, Kyungmin Lee and Jesica Torres

Publication Date: January 2022


Programme Area(s): Development Economics, International Macroeconomics and Finance, Macroeconomics and Growth and Organizational Economics

Abstract: This paper estimates the impact of technology sophistication pre-COVID-19 on the performance of firms during the early stages of the pandemic. We exploit a unique data covering firms from Brazil, Senegal, and Vietnam using a treatment effect mediation framework to decompose the results into a direct and an indirect effect. Increasing pre-pandemic technology sophistication by one standard deviation is associated with 3.8pp higher sales. Both effects are positive, but the direct effect is about 5 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. Our results are robust to different measures of digital responses and matching estimators.

For full details and related downloads, please visit:

Bibliographic Reference

Cirera, X, Comin, D, Cruz, M, Lee, K and Torres, J. 2022. 'Technology and Resilience'. London, Centre for Economic Policy Research.