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Experiment with Organizational Change Before Going All In

Harvard Business Review

Maybe you were contemplating a change in employment policies such as flextime or one in customer-facing processes such as a new billing system. When such simple randomization is not feasible due to logistics, ethics, cost, or sample size, more sophisticated analytical techniques can be employed.