Testing the Reciprocal Effect between Value of Education, Time Investment, and Academic Achievement in a Large Non-Western Sample

Meimei Liu*, Tuong Van Vu, Nienke van Atteveldt, Martijn Meeter

*Corresponding author for this work

Research output: Contribution to JournalArticleAcademicpeer-review

Abstract

Many theories of motivation suggest that motivation and academic achievement reinforce each other over time, yet few longitudinal studies have examined behavioral pathways that may mediate interplay from motivation to achievement. Moreover, empirical studies so far have mostly focused on Western countries. In this study, we first examined whether students’ value of education, as a measure of motivation, is reciprocally related to achievement (class rank and self-rated performance) in a sample of junior high schoolers in an East-Asian country (N = 3445, Korean Youth Panel Study). We tested this reciprocity using different statistical models. Second, we investigated whether the relation between motivation and achievement was mediated by time invested in learning. Reciprocal effects between value of education and academic achievement were found in classic cross-lagged panel models, but only unilateral effects (from achievement to value of education) were found when we used random-intercept and random-curve cross-lagged panel models. Adding the time investment variable, the reciprocal effect between value of education, time investment, and academic achievement was found with the random intercept model. In conclusion, the reciprocity between of motivation and achievement are more elusive than previous research suggested; further studies should be dedicated to scrutinizing its existence with various statistical models.

Original languageEnglish
Article number133
Pages (from-to)1-22
Number of pages22
JournalJournal of Intelligence
Volume11
Issue number7
Early online date4 Jul 2023
DOIs
Publication statusPublished - Jul 2023

Bibliographical note

Funding Information:
The research was supported by a grant from the China Scholarship Council to M.L.

Publisher Copyright:
© 2023 by the authors.

Keywords

  • academic achievement
  • motivation
  • reciprocal effect model
  • time investment
  • value of education

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