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Investigating the Measurement of OTL in PISA 2012 and its Relationship with Self-efficacy and Mathematics Achievement: Doubly Latent Multilevel Analyses
Wang, Faming1; Wang, Yehui2; Liu, Yaping3; Leung Shing On1
2023-09-19
Source PublicationScandinavian Journal of Educational Research
ISSN0031-3831
Volume67Issue:6Pages:837-852
Abstract
The importance of the opportunity to learn (OTL) for mathematics achievement has been extensively researched. However, there were still unanswered questions regarding OTLs measurement, analytical level, and relationship with motivational beliefs. To fifill in the gaps, we aimed to (1) scrutinize the reliability and validity of OTL, (2) investigate the multilevel nature of OTL, and (3) explore the relationship among OTL, self-effiffifficacy, and mathematics achievement. We used Programme for International Student Assessment (PISA) 2012 data provided by 470,745 15-year-old students from 63 economies. Psychometric analyses and doubly latent multilevel structural equating modeling were conducted. Results indicated that (1) OTL measured by familiarity with mathematical concepts displayed high reliability and validity, (2) student-reported OTL exhibited high reliability at the school-level, (3) OTL signifificantly predicted achievement both at student- and school level, and (4) OTL mediated the relationship between self-effiffifficacy and mathematics achievement at student-level. Theoretical and practical implications are discussed.
KeywordOpportunity To Learn Mathematics Self-efficacy Mathematics Achievement Pisa 2012 Doubly Latent Multilevel Analyses
DOI10.1080/00313831.2022.2070929
URLView the original
Indexed BySSCI
Language英語English
WOS Research AreaEducation & Educational Research
WOS SubjectEducation & Educational Research
WOS IDWOS:000789336400001
PublisherROUTLEDGE JOURNALS, TAYLOR & FRANCIS LTD2-4 PARK SQUARE, MILTON PARK, ABINGDON OX14 4RN, OXON, ENGLAND
The Source to ArticleScandinavian Journal of Educational Research
Scopus ID2-s2.0-85132665229
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Document TypeJournal article
CollectionFaculty of Education
Affiliation1.Faculty of Education, University of Macau, Macao
2.Collaborative Innovation Center of Assessment for Basic Education Quality, Beijing Normal University, Beijing, China
3.Faculty of Education, The University of Hong Kong, Hong Kong
First Author AffilicationFaculty of Education
Recommended Citation
GB/T 7714
Wang, Faming,Wang, Yehui,Liu, Yaping,et al. Investigating the Measurement of OTL in PISA 2012 and its Relationship with Self-efficacy and Mathematics Achievement: Doubly Latent Multilevel Analyses[J]. Scandinavian Journal of Educational Research, 2023, 67(6), 837-852.
APA Wang, Faming., Wang, Yehui., Liu, Yaping., & Leung Shing On (2023). Investigating the Measurement of OTL in PISA 2012 and its Relationship with Self-efficacy and Mathematics Achievement: Doubly Latent Multilevel Analyses. Scandinavian Journal of Educational Research, 67(6), 837-852.
MLA Wang, Faming,et al."Investigating the Measurement of OTL in PISA 2012 and its Relationship with Self-efficacy and Mathematics Achievement: Doubly Latent Multilevel Analyses".Scandinavian Journal of Educational Research 67.6(2023):837-852.
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