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ERIC Number: EJ1291039
Record Type: Journal
Publication Date: 2021-Apr
Pages: 20
Abstractor: As Provided
ISBN: N/A
ISSN: ISSN-0022-0663
EISSN: N/A
Nonlinear Relations between Achievement and Academic Self-Concepts in Elementary and Secondary School: An Integrative Data Analysis across 13 Countries
Keller, Lena; Preckel, Franzis; Brunner, Martin
Journal of Educational Psychology, v113 n3 p585-604 Apr 2021
It is well-documented that academic achievement is associated with students' self-perceptions of their academic abilities, that is, their academic self-concepts. However, low-achieving students may apply self-protective strategies to maintain a favorable academic self-concept when evaluating their academic abilities. Consequently, the relation between achievement and academic self-concept might not be linear across the entire achievement continuum. Capitalizing on representative data from three large-scale assessments (i.e., TIMSS, PIRLS, PISA; N = 470,804), we conducted an integrative data analysis to address nonlinear trends in the relations between achievement and the corresponding self-concepts in mathematics and the verbal domain across 13 countries and 2 age groups (i.e., elementary and secondary school students). Polynomial and interrupted regression analyses showed nonlinear relations in secondary school students, demonstrating that the relations between achievement and the corresponding self-concepts were weaker for lower achieving students than for higher achieving students. Nonlinear effects were also present in younger students, but the pattern of results was rather heterogeneous. We discuss implications for theory as well as for the assessment and interpretation of self-concept.
American Psychological Association. Journals Department, 750 First Street NE, Washington, DC 20002. Tel: 800-374-2721; Tel: 202-336-5510; Fax: 202-336-5502; e-mail: order@apa.org; Web site: http://www.apa.org
Publication Type: Journal Articles; Reports - Research
Education Level: Elementary Education; Secondary Education; Grade 4; Intermediate Grades; Grade 8; Junior High Schools; Middle Schools
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A
Identifiers - Location: Australia; Austria; Czech Republic; Finland; Germany; Hong Kong; Hungary; Ireland; Italy; Norway; Portugal; Russia; Sweden
Identifiers - Assessments and Surveys: Trends in International Mathematics and Science Study; Program for International Student Assessment; Progress in International Reading Literacy Study
Grant or Contract Numbers: N/A
Data File: URL: https://osf.io/9cgzm/