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Are you resilient? Machine learning prediction of corporate rebound out of the Covid‐19 pandemic

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  • Jacques Bughin

Abstract

We use the Covid‐19 crisis to assess how four capability domains that traditionally support corporate performance (agility, innovation, ecosystem play and digitization) can also predict corporate resilience, among global firms. Our results are based on a blend of advanced machine learning techniques that capture the complementarities among capabilities. We confirm that dynamic capabilities boost recovery, but especially when linked with aggressive leadership posture, e.g. rebound is more likely when firms are the main player/orchestrator of their business ecosystems as well as when they invest in disruptive, as opposed to incremental innovations.

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  • Jacques Bughin, 2023. "Are you resilient? Machine learning prediction of corporate rebound out of the Covid‐19 pandemic," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 44(3), pages 1547-1564, April.
    • Handle: RePEc:wly:mgtdec:v:44:y:2023:i:3:p:1547-1564
    DOI: 10.1002/mde.3764
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