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bounce back from the pandemic, and build the foundations for future resilience. RECOMMENDED CITATION : Abidi, N., El-Herradi, M., and S. Sakha (2022), Digitalization and Resilience: Firm-level Evidence during the COVID-19, IMF Working Paper WP/22/34, Washington DC: International Monetary Fund. JEL Classification Numbers: 033, I15, D22 Keywords: COVID-19, digitalization, technology adoption, economic resilience, Middle East and Central Asia Author’s E-Mail Address: NAbidi@imf.org , SSakha@imf.org , elherradielmehdi