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Expectancy-value beliefs optimize mathematics achievement and learning strategy use: a bifactor approach (Las creencias sobre los valores y las expectativas optimizan el rendimiento matemático y el uso de estrategias de aprendizaje: un enfoque bifactorial)
Wang, Faming1; King, B. Ronnel2; Leung, Shing On3; Jiang, Chunlian3
2023-01-31
Source PublicationJournal for the Study of Education and Development
ISSN0210-3702
Volume46Issue:1Pages:154-189
Abstract

Expectancy-value theory mostly focuses on how expectancy and value beliefs are associated with academic achievement. Both  expectancy and value beliefs  are multidimensional and can be further decomposed into general and specific factors.  However, few studies have explored the associations of these general and specific factors with academic achievement and learning strategy use. This study aimed to investigate the bifactor structure of expectancy and value beliefs and investigate the linkages between general and specific expectancy-value factors and mathematics achievement and learning strategy use. Based on the expectancy and value dimensions measured by the Motivated Strategies for Learning Questionnaire (MSLQ), bifactor models were used to analyze the data collected from 563 senior secondary school students in China. Three key findings emerged: (1) both expectancy and value beliefs could be disentangled into general and specific factors, (2) general factors were significantly associated with mathematics achievement and learning strategy use, and (3) the specific factors were positively associated with mathematics learning strategy use but not mathematics achievement. Methodological and practical implications are discussed.

Other Abstract

La teoría de la expectativa-valor se centra principalmente en la relación entre las creencias de los estudiantes sobre las expectativas y los valores y su rendimiento académico. Ambas creencias (expectativas y valores) son multidimensionales y pueden descomponerse en factores generales y específicos. No obstante, muy pocos estudios han explorado los vínculos entre estos factores generales y específicos, el rendimiento académico y el uso de estrategias de aprendizaje. La finalidad de este estudio es investigar la estructura bifactorial de las creencias expectativa-valor y los vínculos entre sus factores generales y específicos, el rendimiento matemático y el uso de estrategias de aprendizaje. A partir de las dimensiones de expectativas y valores medidas a través del cuestionario MSLQ (Motivated Strategies for Learning Questionnaire), se hizo uso de modelos bifactoriales para analizar los datos facilitados por 563 estudiantes de secundaria en China. Se identifican tres resultados clave: (1) las creencias expectativa-valor pueden desagregarse en factores generales y específicos; (2) los factores generales se relacionan significativamente con el rendimiento académico y con el uso de estrategias de aprendizaje; y (3) los factores específicos se relacionan significativamente con el uso de estrategias de aprendizaje matemático pero no con el rendimiento matemático. Finalmente se discuten las implicaciones prácticas y metodológicas de los resultados obtenidos.

KeywordExpectancy And Value Beliefs Bifactor Mode Mslq Mathematics Achievement Learning Strategy Use
DOI10.1080/02103702.2022.2149116
URLView the original
Indexed BySSCI
Language英語English
WOS Research AreaPsychology
WOS SubjectPsychology, Educational ; Psychology, Developmental
WOS IDWOS:000922495500001
Scopus ID2-s2.0-85147357348
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Document TypeJournal article
CollectionFaculty of Education
Corresponding AuthorWang, Faming
Affiliation1.University of MacauCentre for the Enhancement of Teaching and Learning, The University of Hong Kong
2.Department of Curriculum and Instruction, Faculty of Education, The Chinese University of Hong Kong
3.Faculty of Education, University of Macau
First Author AffilicationUniversity of Macau
Corresponding Author AffilicationUniversity of Macau
Recommended Citation
GB/T 7714
Wang, Faming,King, B. Ronnel,Leung, Shing On,et al. Expectancy-value beliefs optimize mathematics achievement and learning strategy use: a bifactor approach (Las creencias sobre los valores y las expectativas optimizan el rendimiento matemático y el uso de estrategias de aprendizaje: un enfoque bifactorial)[J]. Journal for the Study of Education and Development, 2023, 46(1), 154-189.
APA Wang, Faming., King, B. Ronnel., Leung, Shing On., & Jiang, Chunlian (2023). Expectancy-value beliefs optimize mathematics achievement and learning strategy use: a bifactor approach (Las creencias sobre los valores y las expectativas optimizan el rendimiento matemático y el uso de estrategias de aprendizaje: un enfoque bifactorial). Journal for the Study of Education and Development, 46(1), 154-189.
MLA Wang, Faming,et al."Expectancy-value beliefs optimize mathematics achievement and learning strategy use: a bifactor approach (Las creencias sobre los valores y las expectativas optimizan el rendimiento matemático y el uso de estrategias de aprendizaje: un enfoque bifactorial)".Journal for the Study of Education and Development 46.1(2023):154-189.
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