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Pekrun, Reinhard; Lichtenfeld, Stephanie; Marsh, Herbert W.; Murayama, Kou; Goetz, Thomas – Child Development, 2017
A reciprocal effects model linking emotion and achievement over time is proposed. The model was tested using five annual waves of the Project for the Analysis of Learning and Achievement in Mathematics (PALMA) longitudinal study, which investigated adolescents' development in mathematics (Grades 5-9; N = 3,425 German students; mean starting…
Descriptors: Academic Achievement, Longitudinal Studies, Emotional Development, Mathematics Achievement
Arens, A. Katrin; Marsh, Herbert W.; Pekrun, Reinhard; Lichtenfeld, Stephanie; Murayama, Kou; vom Hofe, Rudolf – Journal of Educational Psychology, 2017
This study examines reciprocal effects between self-concept and achievement by considering a long time span covering grades 5 through 9. Extending previous research on the reciprocal effects model (REM), this study tests (1) the assumption of developmental equilibrium as time-invariant cross-lagged paths from self-concept to achievement and from…
Descriptors: Mathematics Skills, Self Concept, Mathematics Tests, Standardized Tests
Murayama, Kou; Pekrun, Reinhard; Lichtenfeld, Stephanie; vom Hofe, Rudolf – Child Development, 2013
This research examined how motivation (perceived control, intrinsic motivation, and extrinsic motivation), cognitive learning strategies (deep and surface strategies), and intelligence jointly predict long-term growth in students' mathematics achievement over 5 years. Using longitudinal data from six annual waves (Grades 5 through 10;…
Descriptors: Mathematics Achievement, Achievement Gains, Cognitive Processes, Learning Strategies