For a manager to actually go from data to intervention, they need to make a creative leap: a manager has to take all of the measures, correlations, and models to ultimately infer a theory for what explains the productivity they’re observing. Making these inductive leaps can be quite challenging, and coming up with a wrong theory means any intervention based on that theory would likely not be effective and may even be harmful.
