Cited by 194Education, Achievement, and GiftednessMathematics Education and PedagogyCareer Development and Diversity

A Cross-National Comparison Study on the Accuracy of Self-Efficacy Beliefs of Middle-School Mathematics Students

Chen, Peggy, Zimmerman, Barry·2007·The Journal of Experimental Education

Abstract

In this cross-national study, the authors compared mathematics self-efficacy beliefs of American (n = 107) and Taiwanese (n = 188) middle-school students for level and calibration (accuracy and bias). Taiwanese students surpassed Americans in math achievement. American students evidenced slightly higher self-efficacy levels for easy math items but a steeper decline for moderately difficult items than did Taiwanese students. Nationality differences in level of self-efficacy diminished for difficult math items. For calibration, American students reported less accurate self-efficacy beliefs than did Taiwanese students for all items, although the accuracy of both groups declined with items of higher difficulty. Postperformance self-evaluation judgments of Taiwanese students decreased as item difficulty increased, whereas American students' judgments decreased from easy items to moderate items, but remained unchanged with difficult items. The authors found no effects for gender or gender-nationality interactions on any dependent measure.

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Crossref · 10.3200/jexe.75.3.221-244

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2 of 2 references verified0 citation errors · 0 not checkable

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  • Cognitive motivational constructs such as academic self-efficacy, self-regulation, effort control, and goal setting affect STEM students' academic performance and intentions to pursue and persist in STEM fields.

    “such as academic self-efficacy (Chen & Zimmerman, 2007;Han et al., 2021;Luo et al., 2021;van Aalderen-Smeets et al., 2018), selfregulation (Shell & Soh, 2013;Zollman, 2012), effort control (Cromley et al., 2016), and goal setting (Shaw & Barbuti, 2010) affect STEM students' academic performance as well as their intentions to pursue and persist in STEM fields.”

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Authors
Chen, P., & Zimmerman, B.
Affiliations
  • City University of New York (US)
  • The Graduate Center, CUNY (US)
Venue
The Journal of Experimental Education
Published
2007-04
Volume
75
Issue
3
Pages
221-244
ISSN
  • 0022-0973 (ISSN-L)
  • 1940-0683
OpenAlex
W2033811288
Cited by
194
References
2
Citations by year
2026: 11 · 2025: 6 · 2024: 5 · 2023: 13 · 2022: 17 · 2021: 9 · 2020: 14 · 2019: 18 · 2018: 14 · 2017: 12 · 2016: 14 · 2015: 13 · 2014: 10 · 2013: 5 · 2012: 5
FWCI
6.78
Type
journal article
Language
en
Open access
closed
Locations
The Journal of Experimental Education (publishedVersion)
Topics
  • Social Sciences › Psychology › Experimental and Cognitive Psychology › Education, Achievement, and Giftedness
  • Physical Sciences › Mathematics › Applied Mathematics › Mathematics Education and Pedagogy
  • Social Sciences › Safety Research › Career Development and Diversity
Keywords
mathematics self-efficacy, item difficulty, cross-national comparison, junior high school mathematics, mathematics achievement, gender differences

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