Data-driven incentive alignment in capitation schemes

•Private insurers can game capitation formulas used by Medicare part C.•Big data doesn’t help if it’s used to create more complex capitation formulas.•Instead big data can be used to measure the cost of gaming.•Strategic capitation uses the estimated cost of gaming to realign incentives.•Strategic capitation can also increase the efficiency of insurance exchanges.