Role of self-efficacy and self-concept beliefs in mathematical problem solving: A path analysis.

Frank Pajares, M. David Miller·1994·Journal of Educational Psychology

Abstract

Path analysis was used to test the predictive and mediational role of self-efficacy beliefs in mathematical problem solving. Results revealed that math self-efficacy was more predictive of problem solving than was math self-concept, perceived usefulness of mathematics, prior experi-ence with mathematics, or gender (N = 350). Self-efficacy also mediated the effect of gender and prior experience on self-concept, perceived usefulness, and problem solving. Gender and prior experience influenced self-concept, perceived usefulness, and problem solving largely through the mediational role of self-efficacy. Men had higher performance, self-efficacy, and self-concept and lower anxiety, but these differences were due largely to the influence of self-efficacy, for gender had a direct effect only on self-efficacy and a prior experience variable. Results support the hypothesized role of self-efficacy in A. Bandura's (1986) social cognitive theory. Social cognitive theory suggests that self-efficacy, "peo-ple's judgments of their capabilities to organize and execute courses of action required to attain designated types of performances " (Bandura, 1986, p. 391), strongly influences the choices people make, the effort they expend, and how

Cites (8)

  1. A social-cognitive approach to motivation and personality.
    Dweck, Carol S., Leggett, Ellen L. · 1988 · Psychological Review
  2. Motivational and self-regulated learning components of classroom academic performance.
    Pintrich, Paul R., De Groot, Elisabeth V. · 1990 · Journal of Educational Psychology
  3. Self-Efficacy and Academic Motivation
    Schunk, Dale H. · 1991 · Educational Psychologist
  4. Self-concept: validation of construct interpretations.
    Shavelson, Richard J., Hubner, Judith J., Stanton, George C. · 1976 · Review of Educational Research
  5. An Exploration of the Mathematics Self-Efficacy/Mathematics Performance Correspondence
    Hackett, Gail, Betz, Nancy E. · 1989 · Journal for Research in Mathematics Education
  6. Mathematics self-efficacy: Sources and relation to science-based career choice.
    Lent, Robert W., Lopez, Frederick G., Bieschke, Kathleen J. · 1991 · Journal of Counseling Psychology
  7. Prevalence, distribution, and correlates of math anxiety in college students
    Betz, Nancy E. · 1978 · Journal of Counseling Psychology
  8. Role of mathematics self-efficacy in the choice of math-related majors of college women and men: A path analysis.
    Hackett, Gail · 1985 · Journal of Counseling Psychology

Show all 8 references

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    Zimmerman, Barry J. · 2000 · Handbook of Self-Regulation
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  3. Self-Efficacy: An Essential Motive to Learn
    Zimmerman, Barry J. · 2000 · Contemporary Educational Psychology
  4. Negative Self-Efficacy and Goal Effects Revisited
    Bandura, Albert, Locke, Edwin A. · 2003 · Journal of Applied Psychology
  5. Social cognitive theory of gender development and differentiation.
    Bussey, Kay, Bandura, Albert · 1999 · Psychological Review

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CoChat. (2026). Citation check: Role of self-efficacy and self-concept beliefs in mathematical problem solving: A path analysis. https://app.cochat.ai/papers/10.1037//0022-0663.86.2.193
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Pajares, F., & Miller, M. D. (1994). Role of self-efficacy and self-concept beliefs in mathematical problem solving: A path analysis. Journal of Educational Psychology. https://doi.org/10.1037//0022-0663.86.2.193

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