In this paper, a nationally representative longitudinal data of mathematics learning outcomes in Finland is analyzed in order to determine the direction of causality between mathematics-related affect and achievement. First, the results indicated that students' mathematical achievement, emotion, and self-efficacy were significantly stable over…

Mathematics-related affect is told to predict choices concerning future studies, to correlate with performance, and to be of importance per se. Unfortunately, the affect towards mathematics is frequently reported to be low in several countries, and this contradiction cannot be solved before knowing more about its development. The objective of this…