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Confirmatory Factor Analysis of the Chinese Version of the Motivated Strategies for Learning Questionnaire
Abstract
Confirmatory factor analysis was used to evaluate the factor structure of a Chinese version of Pintrich and De Groot’s Motivated Strategies for Learning Questionnaire (MSLQ). Data were gathered from a sample of 477 junior high and high school students, ranging in age from 12 to 19 years ( M = 15.4, SD = 1.84), in Hong Kong. Results indicated that a modified five-factor model had a better overall fit to the data than the five-factor model reported by Pintrich and De Groot in a sample of junior high school students in the United States. Although the motivational factors of the original MSLQ and its Chinese version were similar, items from the two self-regulated learning factors of the MSLQ combined to form one factor on the MSLQ—Chinese Version.
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“Populations of different ages have distinct motivation factor structures (Rao & Sachs, 1999)”
From Motivation-Achievement Cycles in Learning: a Literature Review and Research Agenda (2022) · cites this paper as Rao & Sachs, 1999
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Metadata
- Authors
- Rao, N., & Sachs, J.
- Affiliations
- University of Hong Kong (HK)
- Corresponding author
- Sachs, John
- ORCID
- Rao, Nirmala
- Venue
- Educational and Psychological Measurement
- Publisher
- SAGE Publications
- Published
- 1999-12
- Volume
- 59
- Issue
- 6
- Pages
- 1016-1029
- ISSN
- 0013-1644 (ISSN-L)
- 1552-3888
- OpenAlex
- W1986899528
- Cited by
- 113
- References
- 21
- Citations by year
- 2026: 3 · 2025: 6 · 2024: 6 · 2023: 7 · 2022: 4 · 2021: 6 · 2020: 7 · 2019: 6 · 2018: 3 · 2017: 8 · 2016: 6 · 2015: 10 · 2014: 5 · 2013: 5 · 2012: 4
- FWCI
- 2.29
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Educational and Psychological Measurement (publishedVersion)
- Hong Kong Education Bibliographic Database (submittedVersion)
- The HKU Scholars Hub (University of Hong Kong) (submittedVersion)
- Topics
- Social Sciences › Psychology › Developmental and Educational Psychology › Education, Achievement, and Giftedness
- Social Sciences › Psychology › Developmental and Educational Psychology › Innovative Teaching and Learning Methods
- Social Sciences › Decision Sciences › Management Science and Operations Research › Psychometric Methodologies and Testing
- Keywords
- Motivated Strategies for Learning Questionnaire, Chinese translation, factor structure, student self-regulation, student motivation, junior high school students, high school students, Hong Kong, cross-cultural adaptation
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