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Guo, Jiesi; Marsh, Herbert W.; Morin, Alexandre J. S.; Parker, Philip D.; Kaur, Gurvinder – American Educational Research Journal, 2015
(This study examines the directionality of the associations among cognitive assets (IQ, academic achievement), motivational beliefs (academic self-concept, task values), and educational and occupational aspirations over time from late adolescence (Grade 10) into early adulthood (5 years post high school). Participants were from a nationally…
Descriptors: Longitudinal Studies, Academic Achievement, Educational Attainment, Academic Aspiration
Marsh, Herbert W.; Dowson, Martin; Pietsch, James; Walker, Richard – Journal of Educational Psychology, 2004
Multicollinearity is a well-known general problem, but it also seriously threatens valid interpretations in structural equation models. Illustrating this problem, J. Pietsch, R. Walker, and E. Chapman (2003) found paths leading to achievement were apparently much larger for self-efficacy (.55) than self-concept (-.05), suggesting--erroneously, as…
Descriptors: Self Efficacy, Structural Equation Models, Academic Achievement, Self Concept

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