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Description: Our data are from 3 university laboratories: Chapman, Simon Fraser, and University of California, Santa Cruz. Subjects participate in 3 rounds with different payment schemes. They complete the matrix search task. We have gender, performance in round 1 under piece-rate, performance in round 2 under Tournament and their choice in round 3 of payment type. We also have a risk measure for each subject. The Stata Do file can be used to replicate the data analysis in Cassar and Rigdon PNAS (2021).

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