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How do you control for biases here? Of course companies who haven't needed to do layoffs are stronger than businesses who did need to.


Look at comparable profit margins before and after. A lot of these layoffs are coming to companies that are still maintaining a healthy margin.

The layoffs might prop up the margin in the short term, but I think there becomes long term lasting damage that would show as underperformance.




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