linked worker-establishment-firm dataset that covers 31 million workers in Germany. For validation, we exploit survey …We propose a novel measure for workers' financial incentives based on within-establishment wage differences among … similar workers from the same occupation. This measure captures all forms of incentive pay that lead to worker …