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How Chief Data Officers Can Get Their Companies to Collect Clean Data

Harvard Business Review

Cleaning up data downstream is expensive and not scalable, because data is a byproduct of business processes and operations like marketing, sales, plant operations, and so on. Plenty of CDOs want to improve data quality, but motivating this change requires that CDOs create new organizational incentives and processes.