Measure employee engagement, and do performance appraisals and good selection procedures. Companies already collect and use many data in these three areas, but there is plenty of room for improvement. “The trick is more about asking the right questions, separating performance from skills, for example. It’s very easy to misuse data, even to use it to reinforce preconceptions,” says Andrea Jones-Rooy, social and data scientist and “data acrobat.”