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There is a growing literature providing evidence on the importance of non-cognitive skills for life outcomes. However, to date there is limited evidence on the gains from incorporating such measures into large-scale competence surveys.

Personality, cognitive skills and life outcomes: evidence from the Polish follow-up study to PIAAC