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When You Say Nothing At All: The Predictive Power Of Student Effort On Surveys, Collin Hitt

Education Reform Faculty and Graduate Students Publications

Character traits and noncognitive skills are important for human capital development and longrun life outcomes. Research in economics and psychology now shows this clearly. But research into the exact determinants of noncognitive skills have been slowed by a common data limitation: most large-scale datasets do not contain adequate measures of noncognitive skills. This is a particularly acute problem in education policy evaluation. We demonstrate that there are important latent data within any survey dataset that can be used as proxy measures of noncognitive skills. Specifically, we examine the amount of conscientious effort that students exhibit on surveys, as measured by …