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Secondary School Students’ Chemistry Self-Efficacy: Its Importance, Measurement, and Sources

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Affective Dimensions in Chemistry Education

Abstract

Self-efficacy for learning chemistry refers to one’s beliefs about his or her ability to successfully perform specific tasks in chemistry. For students to be successful in school chemistry, they need to have a positive sense of self-efficacy. Research has repeatedly indicated that individual students’ levels of self-efficacy affect the effort they spend on an activity, the persistence they put forth when confronting obstacles, the resilience they show in the face of adverse situations, the level of academic achievement they attain, and the enrolment choices they make. Students construct their self-efficacy beliefs from four major sources of information: performance accomplishments, vicarious experiences, verbal persuasion, and physiological and emotional states. Although chemistry education researchers have developed several questionnaires to measure students’ perceived self-efficacy, most of them are not specific enough to measure chemistry self-efficacy. Researchers have paid even less attention to investigating how classroom chemistry teaching contributes to the development of students’ chemistry self-efficacy. This chapter provides an extensive review of the literature on chemistry self-efficacy, reports recent research on chemistry self-efficacy conducted in Hong Kong secondary schools, and offers some directions for future research on chemistry self-efficacy.

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References

  • Anderson, L. W., & Bourke, S. F. (2000). Assessing affective characteristics in the schools. Mahwah, NJ: Lawrence Erlbaum.

    Google Scholar 

  • Areepattamannil, S., Freeman, J. G., & Klinger, D. A. (2011). Influence of motivation, self-beliefs, and instructional practices on science achievement of adolescents in Canada. Social Psychology of Education, 14, 233–259.

    Article  Google Scholar 

  • Arslan, A. (2012). Predictive power of the sources of primary school students’ self-efficacy beliefs on their self-efficacy beliefs for learning and performance. Educational Sciences: Theory and Practice, 12, 1915–1920.

    Google Scholar 

  • Bandura, A. (1977). Self-efficacy: Toward a unifying theory of behavioral change. Psychological Review, 84, 191–215.

    Article  CAS  Google Scholar 

  • Bandura, A. (1982). Self-efficacy mechanisms in human agency. American Psychologist, 37, 122–147.

    Article  Google Scholar 

  • Bandura, A. (1986). Social foundations of thought and action: A social cognitive theory. Englewood Cliffs, NJ: Prentice Hall.

    Google Scholar 

  • Bandura, A. (1993). Perceived self-efficacy in cognitive development and functioning. Educational Psychologist, 28, 117–148.

    Article  Google Scholar 

  • Bandura, A. (1997). Self-efficacy: The exercise of control. New York: W.H. Freeman.

    Google Scholar 

  • Bandura, A. (2006). Guide for constructing self-efficacy scales. In F. Pajares & T. Urdan (Eds.), Self-efficacy beliefs of adolescents (pp. 307–337). Greenwich, CT: Information Age Publishing.

    Google Scholar 

  • Bandura, A., Adams, N. E., & Beyer, J. (1977). Cognitive processes mediating behavioral change. Journal of Personality and Social Psychology, 35, 125–139.

    Article  CAS  Google Scholar 

  • Baram-Tsabari, A., & Yarden, A. (2009). Identifying meta-clusters of students’ interest in science and their change with age. Journal of Research in Science Teaching, 46, 999–1022.

    Article  Google Scholar 

  • Biggs, J., Kember, D., & Leung, D. Y. P. (2001). The revised two-factor study process questionnaire: R-SPQ-2F. British Journal of Educational Psychology, 71, 133–149.

    Article  CAS  Google Scholar 

  • Britner, S. L., & Pajares, F. (2006). Sources of science self-efficacy beliefs of middle school students. Journal of Research in Science Teaching, 43, 485–499.

    Article  Google Scholar 

  • Byrne, B. M. (2010). Structural equation modeling with AMOS: Basic concepts, applications, and programming (2nd ed.). New York: Routledge.

    Google Scholar 

  • Campbell, N. K., & Hackett, G. (1986). The effects of mathematics task performance on math self-efficacy and task interest. Journal of Vocational Behavior, 28, 149–162.

    Article  Google Scholar 

  • Çapa Aydin, Y., & Uzuntiryaki, E. (2009). Development and psychometric evaluation of the high school chemistry self-efficacy scale. Educational and Psychological Measurement, 69, 868–880.

    Article  Google Scholar 

  • Cavas, P. (2011). Factors affecting the motivation of Turkish primary students for science learning. Science Education International, 22, 31–42.

    Google Scholar 

  • Cheung, D. (2006). Inquiry-based laboratory work in chemistry: Teacher’s guide. Hong Kong: Department of Curriculum and Instruction, the Chinese University of Hong Kong.

    Google Scholar 

  • Cheung, D. (2009a). Developing a scale to measure students’ attitudes toward chemistry lessons. International Journal of Science Education, 31, 2185–2203.

    Article  Google Scholar 

  • Cheung, D. (2009b). Students’ attitudes toward chemistry lessons: The interaction effect between grade level and gender. Research in Science Education, 39, 75–91.

    Article  Google Scholar 

  • Cheung, D., & Lai, E. (2013). The effects of classroom teaching on students’ self-efficacy for personal development. British Journal of Guidance and Counselling, 41, 164–177.

    Article  Google Scholar 

  • Coll, R. K., Dalgety, J., & Salter, D. (2002). The development of the chemistry attitudes and experiences questionnaire (CAED). Chemistry Education Research and Practice, 3, 19–32.

    Article  Google Scholar 

  • Dalgety, J., & Coll, R. K. (2006a). The influence of first-year chemistry students’ learning experiences on their educational choices. Assessment and Evaluation in Higher Education, 31, 303–328.

    Article  Google Scholar 

  • Dalgety, J., & Coll, R. K. (2006b). Exploring first-year science students’ chemistry self-efficacy. International Journal of Science and Mathematics Education, 4, 97–116.

    Article  Google Scholar 

  • Dalgety, J., Coll, R. K., & Jones, A. (2003). Development of chemistry attitudes and experiences questionnaire (CAEQ). Journal of Research in Science Teaching, 40, 649–668.

    Article  Google Scholar 

  • Fencl, H., & Scheel, K. (2005). Engaging students: An examination of the effects of teaching strategies on self-efficacy and course climate in a nonmajors physics course. Journal of College Science Teaching, 25, 20–24.

    Google Scholar 

  • Glynn, S. M., Brickman, P., Armstrong, N., & Taasoobshirazi, G. (2011). Science motivation questionnaire II: Validation with science majors and nonscience majors. Journal of Research in Science Teaching, 48, 1159–1176.

    Article  Google Scholar 

  • Hackett, G., & Betz, N. E. (1989). An exploration of the mathematics self-efficacy/mathematics performance correspondence. Journal for Research in Mathematics Education, 20, 261–273.

    Article  Google Scholar 

  • Hampton, N. Z., & Mason, E. (2003). Learning disabilities, gender, sources of efficacy, self-efficacy beliefs, and academic achievement in high school students. Journal of School Psychology, 41, 101–112.

    Article  Google Scholar 

  • Kan, A., & Akbaş, A. (2006). Affective factors that influence chemistry achievement (attitude and self efficacy) and the power of these factors to predict chemistry achievement-I. Journal of Turkish Science Education, 3, 76–85.

    Google Scholar 

  • Kiran, D., & Sungur, S. (2012). Middle school students’ science self-efficacy and its sources: Examination of gender difference. Journal of Science Education and Technology, 21, 619–630.

    Article  Google Scholar 

  • Klassen, R. M. (2004). A cross-cultural investigation of the efficacy beliefs of South Asian immigrant and Anglo Canadian nonimmigrant early adolescents. Journal of Educational Psychology, 96, 731–742.

    Article  Google Scholar 

  • Koh, J. H. L., & Frick, T. W. (2009). Instructor and student classroom interactions during technology skills instruction for facilitating preservice teachers’ computer self-efficacy. Journal of Educational Computing Research, 40, 211–228.

    Article  Google Scholar 

  • Lau, S., & Roeser, R. W. (2002). Cognitive abilities and motivational processes in high school students’ situational engagement and achievement in science. Educational Assessment, 8, 139–162.

    Article  Google Scholar 

  • Lent, R. W., Lopez, F. G., Brown, S. D., & Gore, P. A. (1996). Latent structure of the sources of mathematics self-efficacy. Journal of Vocational Behavior, 49, 292–308.

    Article  Google Scholar 

  • Lent, R. W., Lopez, F. G., & Bieschke, K. J. (1991). Mathematics self-efficacy: Sources and relation to science-based career choice. Journal of Counseling Psychology, 38, 424–430.

    Article  Google Scholar 

  • Lopez, F. G., Lent, R. W., Brown, S. D., & Gore, P. A., Jr. (1997). Role of social-cognitive expectations in high school students’ mathematics-related interest and performance. Journal of Counseling Psychology, 44, 44–52.

    Article  Google Scholar 

  • Luzzo, D. A., Hasper, P., Albert, K. A., Bibby, M. A., & Martinelli, E. A., Jr. (1999). Effects of self-efficacy-enhancing interventions on the math/science self-efficacy and career interests, goals, and actions of career undecided college students. Journal of Counseling Psychology, 46, 233–243.

    Article  Google Scholar 

  • Lynch, D. J. (2006). Motivational factors, learning strategies and resource management as predictors of course grades. College Student Journal, 40, 423–428.

    Google Scholar 

  • Marsh, H. W., Hau, K. T., Artelt, C., Baumert, J., & Peschar, J. L. (2006). OECD’s brief self-report measure of educational psychology’s most useful affective constructs: Cross-cultural, psychometric comparisons across 25 countries. International Journal of Testing, 6, 311–360.

    Article  Google Scholar 

  • Matsui, T., Matsui, K., & Ohnishi, R. (1990). Mechanisms underlying math self-efficacy learning of college students. Journal of Vocational Behavior, 37, 225–238.

    Article  Google Scholar 

  • Menis, J. (1983). Attitudes towards chemistry as compared with those towards mathematics, among tenth grade pupils (aged 15) in high level secondary schools in Israel. Research in Science and Technological Education, 1, 185–191.

    Article  Google Scholar 

  • Merchant, Z., Goetz, E. T., Keeney-Kennicutt, W., Kwok, O. M., Cifuentes, L., & Davis, T. J. (2012). The learner characteristics, features of desktop 3D virtual reality environments, and college chemistry instruction: A structural equation modeling analysis. Computer and Education, 59, 551–568.

    Article  Google Scholar 

  • Multon, K. D., Brown, S. D., & Lent, R. W. (1991). Relation of self-efficacy beliefs to academic outcomes: A meta-analytic investigation. Journal of Counseling Psychology, 38, 30–38.

    Article  Google Scholar 

  • Nbina, J. B., & Viko, B. (2010). Effect of instruction in metacognitive self-assessment strategy on chemistry students’ self-efficacy and achievement. Academia Arena, 2, 1–10.

    Google Scholar 

  • Özyürek, R. (2005). Informative sources of math-related self-efficacy expectations and their relationship with math-related self-efficacy, interest, and preference. International Journal of Psychology, 40, 145–156.

    Article  Google Scholar 

  • Pajares, F. (1996). Self-efficacy beliefs in academic settings. Review of Educational Research, 66, 543–578.

    Article  Google Scholar 

  • Pajares, F., & Miller, M. D. (1995). Mathematics self-efficacy and mathematics performances: The need for specificity of assessment. Journal of Counseling Psychology, 42, 190–198.

    Article  Google Scholar 

  • Robbins, S. B., Lauver, K., Le, H., Davis, D., Langley, R., & Carlstrom, A. (2004). Do psychosocial and study skills factors predict college outcomes? A meta-analysis. Psychological Bulletin, 130, 261–288.

    Article  Google Scholar 

  • Sawtelle, V., Brewe, E., & Kramer, L. H. (2012). Exploring the relationship between self-efficacy and retention in introductory physics. Journal of Research in Science Teaching, 49, 1096–1121.

    Article  Google Scholar 

  • Schmidt, A. M., & Ford, J. K. (2003). Learning within a learner control training environment: The interactive effects of goal orientation and metacognitive instruction on learning outcomes. Personnel Psychology, 56, 405–429.

    Article  Google Scholar 

  • Schulz, B. R., & McDonald, M. J. (2011). Weight loss self-efficacy and modelled behaviour: Gaining competence through example. Canadian Journal of Counselling and Psychotherapy, 45, 53–67.

    Google Scholar 

  • Schumacker, R. E., & Lomax, R. G. (2010). A beginning’s guide to structural equation modeling (3rd ed.). New York: Routledge.

    Google Scholar 

  • Schunk, D. H. (1981). Modeling and attributional effects on children’s achievement: A self-efficacy analysis. Journal of Educational Psychology, 73, 93–105.

    Article  Google Scholar 

  • Schunk, D. H., & Hanson, A. R. (1985). Peer models: Influence on children’s self-efficacy and achievement. Journal of Educational Psychology, 77, 313–322.

    Article  Google Scholar 

  • Schunk, D. H., Pintrich, P. R., & Meece, J. L. (2008). Motivation in education: Theory, research, and applications (3rd ed.). Upper Saddle River, NJ: Pearson.

    Google Scholar 

  • Skaalvik, E. M., & Skaalvik, S. (2009). Self-concept and self-efficacy in mathematics: Relation with mathematics motivation and achievement. In D. H. Ellsworth (Ed.), Motivation in education (pp. 159–181). New York: Nova.

    Google Scholar 

  • Smist, J. M. (1993). General chemistry and self-efficacy. Paper presented at the national meeting of the American Chemical Society, Chicago, IL (ERIC ED368558).

    Google Scholar 

  • Tang, M., Addison, K. D., LaSure-Bryant, D., Norman, R., O’Connell, W., & Stewart-Sicking, J. A. (2004). Factors that influence self-efficacy of counseling students: An exploratory study. Counselor Education and Supervision, 44, 70–80.

    Article  Google Scholar 

  • Thomas, G., Anderson, D., & Nashon, S. (2008). Development of an instrument designed to investigate elements of science students’ metacognition, self-efficacy and learning processes: The SEMLI-S. International Journal of Science Education, 30, 1701–1724.

    Article  Google Scholar 

  • Tuan, H. L., Chin, C. C., & Shieh, S. H. (2005). The development of a questionnaire to measure students’ motivation towards science learning. International Journal of Science Education, 27, 639–654.

    Article  Google Scholar 

  • Usher, E. L. (2009). Sources of middle school students’ self-efficacy in mathematics: A qualitative investigation. American Educational Research Journal, 46, 275–314.

    Article  Google Scholar 

  • Usher, E. L., & Pajares, S. (2006). Sources of academic and self-regulatory efficacy beliefs of entering middle school students. Contemporary Educational Psychology, 31, 125–141.

    Article  Google Scholar 

  • Usher, E. L., & Pajares, S. (2008). Sources of self-efficacy in school: Critical review of the literature and future directions. Review of Educational Research, 78, 751–796.

    Article  Google Scholar 

  • Usher, E. L., & Pajares, S. (2009). Sources of self-efficacy in mathematics: A validation study. Contemporary Educational Psychology, 34, 89–101.

    Article  Google Scholar 

  • Uzuntiryaki, E., & Çapa Aydin, Y. (2009). Development and validation of chemistry self-efficacy scale for college students. Research in Science Education, 39, 539–551.

    Article  Google Scholar 

  • Velayutham, S., Aldridge, J., & Fraser, B. (2011). Development and validation of an instrument to measure students’ motivation and self-regulation in science learning. International Journal of Science Education, 33, 2159–2179.

    Article  Google Scholar 

  • Wigfield, A., & Eccles, J. S. (2000). Expectancy-value theory of achievement motivation. Contemporary Educational Psychology, 25, 68–81.

    Article  Google Scholar 

  • Zimmerman, B. J., Bandura, A., & Martinez-Pons, M. (1992). Self-motivation for academic attainment: The role of self-efficacy beliefs and personal goal setting. American Educational Research Journal, 29, 663–676.

    Article  Google Scholar 

  • Zusho, A., Pintrich, P. R., & Coppola, B. (2003). Skill and will: The role of motivation and cognition in the learning of college chemistry. International Journal of Science Education, 25, 1081–1094.

    Article  Google Scholar 

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Cheung, D. (2015). Secondary School Students’ Chemistry Self-Efficacy: Its Importance, Measurement, and Sources. In: Kahveci, M., Orgill, M. (eds) Affective Dimensions in Chemistry Education. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-662-45085-7_10

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