Islam, A, Lee, W-S, Nicholas, A, (2021) "The Effects of Chess Instruction on Academic and Non-cognitive Outcomes", Journal of Development Economics, vol. 150. This study looked at the effects of a chess programme on children's approach to risk-taking, noting that learning chess can lead to a more strategic approach to calculating risk. It also found a positive impact on the children's mathematics test scores.