Abstract
The main purpose of the present study is to investigate middle school students’ science self-efficacy as well as its sources and outcomes as a function of gender. Bandura’s hypothesized sources of self-efficacy (i.e., mastery experience, vicarious experience, verbal persuasion, and emotional arousal) in addition to being inviting with self and inviting with others were examined as sources of self-efficacy, while cognitive and metacognitive strategy use was examined as an outcome of self-efficacy. A total of 1,932 students participated in the study and were administered self-report instruments. Results showed that the relationship between science self-efficacy and its proposed sources does not change as a function of gender. All proposed sources, except for vicarious experience, were found to be significantly related to students’ scientific self-efficacy. Moreover, girls were found to experience significantly more emotional arousal and to send positive messages to others more than boys. On the other hand, no gender difference was found concerning science self-efficacy and strategy use. The findings also revealed a positive association between science self-efficacy and strategy use. Overall, findings supported Bandura’s conception of self-efficacy and suggested invitations as additional sources of self-efficacy.
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Akyol G, Sungur S, Tekkaya C (2010) The contribution of cognitive and metacognitive strategy use to students’ science achievement. Educ Res Eval 16:1–22. doi:10.1080/13803611003672348
Anderman EM, Young AJ (1994) Motivation and strategy use in science: Individual differences and classroom effects. J Res Sci Teach 31:811–831. doi:10.1002/tea.3660310805
Bandura A (1977) Social learning theory. General Learning Press, New York
Bandura A (1986) Social foundations of thought and action: a social cognitive theory. Prentice-Hall, Englewood Cliffs
Bandura A (1993) Perceived self-efficacy in cognitive development and functioning. Educ Psychol 28:117–148. doi:10.1207/s15326985ep2802_3
Bandura A (1997) Self-efficacy: the exercise of control. Freeman, New York
Bidjerano T (2005) Gender differences in self-regulated learning. Paper presented at the annual meeting of the Northeastern Educational Research Association, Kerhonkson
Britner SL, Pajares F (2006) Sources of science self-efficacy beliefs of middle school students. J Res Sci Teach 43:485–499. doi:10.1002/tea.20131
Butler DL, Winne PH (1995) Feedback and self-regulated learning: a theoretical synthesis. Rev Educ Res 65:245–281. doi:10.3102/00346543065003245
Dembo MH, Eaton MJ (2000) Self-regulation of academic learning in middle-level schools. Elem Sch J 100:473–490. doi:10.1086/499651
Eccles J (1987) Gender roles and women’s achievement-related decisions. Psychol Women Q 11:135–172
Eccles J (1994) Understanding women’s educational and occupational choices: applying the Eccles et al. model of achievement-related choices. Psychol Women Q 18:585–609
Flavell JH (1987) Speculation about the nature and development of metacognition. In: Weinert F, Kluwe R (eds) Metacognition, motivation, and understanding. Lawrence Erlbaum, Hillsdale, pp 21–29
Flavell JH (1992) Perspectives on perspective taking. In: Beilin H, Pufall P (eds) Piaget’s theory: prospects and possibilities. Erlbaum, Hillsdale, pp 107–139
Hackett G (1985) The role of mathematics self-efficacy in the choice of math- related majors of college women and men: a path model. J Counsel Psychol 32:47–56. doi:10.1037//0022-0167.32.1.47
Hackett G, Betz NE (1981) A self-efficacy approach to the career development of women. J Vocat Behav 18:326–339. doi:10.1016/0001-8791(81)90019-1
Hattie J, Biggs J, Purdie N (1996) Effects of learning skills interventions on student learning: a meta-analysis. Rev Educ Res 66:99–136. doi:10.3102/00346543066002099
Hoy AW (2004) What do teachers know about self-efficacy? Paper presented at the annual meeting of the American Educational Research Association, San Diego
Junge ME, Dretzke BJ (1995) Mathematical self-efficacy gender differences in gifted/talented adolescents. Gift Child Q 39:22–28. doi:10.1177/001698629503900104
Klassen R (2004) A cross-cultural investigation of the efficacy beliefs of South Asian immigrant and Anglo non-immigrant early adolescents. J Educ Psychol 96:731–742. doi:10.1037/0022-0663.96.4.731
Lent RW, Lopez FG, Bieschke KJ (1991) Mathematics self-efficacy: sources and relation to science-based career choice. J Counsel Psychol 38:424–430. doi:10.1037/0022-0167.38.4.424
Lent RW, Lopez FG, Brown ST, Gore PA Jr (1996) Latent structure of the sources of mathematics self-efficacy. J Vocat Behav 49:292–308. doi:10.1006/jvbe.1996.0045
Linnenbrink EA, Pintrich PR (2003) The role of self-efficacy beliefs in student engagement and learning in the classroom. Read Writ Q 19:119–137. doi:10.1080/10573560308223
Livingston J (1997) Metacognition: an overview. Retrieved 20 Jan 2010 from http://www.gse.buffalo.edu/fas/shuell/cep564/Metacog.htm
Lopez FG, Lent RW (1992) Sources of mathematics self-efficacy in high school students. Career Dev Q 41:3–12
Lytton H, Romney DM (1991) Parents’ differential socialization of boys and girls: a meta-analysis. Psychol Bull 109:267–296
Metallidou P, Vlachou A (2007) Motivational beliefs, cognitive engagement, and achievement in language and mathematics in elementary school children. Int J Psychol 42(1):2–15. doi:10.1080/00207590500411179
Neber H, Schommer-Aikins M (2002) Self-regulated science learning with highly gifted students: the role of cognitive, motivational, epistemological, and environmental variables. High Ability Stud 13:59–74. doi:10.1080/13598130220132316
O’Neil HF, Abedi J (1996) Reliability and validity of a state metacognitive inventory: potential for alternative assessment. J Educ Res 89:234–245. doi:10.1080/00220671.1996.9941208
Pajares F (1994) Inviting self-efficacy: the role of invitations in the development of confidence and competence in writing. J Invit Theory Practice 3:13–24
Pajares F (1996) Self-efficacy beliefs in academic settings. Rev Educ Res 66:543–578. doi:10.3102/00346543066004543
Pajares F (1997) Current directions in self-efficacy research. In: Maehr ML, Pintrich PR (eds) Advances in motivation and achievement, vol 10. JAI Press, Greenwich, pp 1–49
Pajares F (2008) Motivational role of self-efficacy beliefs in self-regulated learning. In: Schunk DH, Zimmerman BJ (eds) Motivation and self-regulated learning:theory, research, and applications. Lawrence Erlbaum, New York, pp 111–139
Pallant J (2001) SPSS Survival Manual. Open University Press, Milton Keynes
Paulsen MB, Feldman KA (2005) The conditional and interaction effects of epistemological beliefs on the self-regulated learning of college students: motivational strategies. Res High Educ 46:731–768. doi:10.1007/s11162-006-9029-0
Pintrich PR (2002) The role of metacognitive knowledge in learning, teaching and assessing. Theory Practice 41:219–225. doi:10.1207/s15430421tip4104_3
Pintrich PR, De Groot E (1990) Motivational and self-regulated learning components of classroom academic performance. J Educ Psychol 82:33–40. doi:10.1037/0022-0663.82.1.33
Pintrich PR, Schunk DH (2002) Motivation in education: theory, research, and applications. Merrill, Columbus
Pintrich PR, Smith DAF, Garcia T, Mckeachie WJ (1991) A Manual for the use of the Motivated Strategies for Learning Questionnaire (MSLQ). National Centre for Research to Improve Postsecondary Teaching and Learning, The University of Michigan, Ann Arbor
Pintrich PR, Smith DAF, Garcia T, Mckeachie WJ (1993) Reliability and predictive validity of the motivated strategies for learning questionnaire. Educ Psychol Measur 53:810–813. doi:10.1177/0013164493053003024
Purkey WW (1992) An introduction to invitational theory. J Invit Theory Practice 1:5–15
Purkey WW, Novak J (1996) Inviting school success: a self-concept approach to teaching, learning, and democratic practice, 3rd edn. Wadsworth, New York
Ray MW, Garavalia LS, Gredler ME (2003) Gender differences in self-regulated learning, task value, and achievement in developmental college students. Paper presented at the annual meeting of the American Educational Research Association, Chicago
Schraw G, Dennison RS (1994) Assessing metacognitive awareness. Contemp Educ Psychol 19:460–475. doi:10.1006/ceps.1994.1033
Schraw G, Moshman D (1995) Metacognitive theories. Educ Psychol Rev 7:351–371. doi:10.1007/BF02212307
Schunk DH (2004) Learning theories: an educational perspective, 4th edn. Pearson, Merill Prentice Hall, Upper Saddle River
Sungur S (2007) Modeling the relationships among students’ motivational beliefs, metacognitive strategy use, and effort regulation. Scand J Educ Res 51:315–326. doi:10.1080/00313830701356166
Sungur S, Senler S (2009) An analysis of Turkish high school students’ metacognition and motivation. Educ Res Eval 15:43–59. doi:10.1080/13803610802591667
Tabachnick BG, Fidell LS (2007) Using multivariate statistics. HarperCollins, New York
Usher EL (2009) Sources of middle school students’ self-efficacy in mathematics: a qualitative investigation of student, teacher, and parent perspectives. Am Educ Res J 46:275–314. doi:10.3102/0002831208324517
Usher EL, Pajares F (2006a) Sources of academic and self-regulatory efficacy beliefs of entering middle school students. Contemp Educ Psychol 31:125–141. doi:10.1016/j.cedpsych.2005.03.002
Usher EL, Pajares F (2006b) Inviting confidence in school: invitations as a critical source of the academic self-efficacy beliefs of entering middle school students. J Invit Theory Practice 12:7–16
Usher EL, Pajares F (2008) Sources of self-efficacy in school: critical review of the literature and future directions. Rev Educ Res 78:751–796. doi:10.3102/0034654308321456
Valiante G, Pajares F (1999) The inviting/disinviting index: Instrument validation and relation to motivation and achievement. J Invit Theory Practice 6:28–47
Valiante G, Pajares F (2002) Inviting one’s self and inviting others: influence of gender, grade level, and gender orientation. J Invit Theory Practice 8:41–55
Veenman MVJ, Van Hout-Wolters BHAM, Afflerbach P (2006) Metacognition and learning: conceptual and methodological considerations. Metacogn Learn 1:3–14. doi:10.1007/s11409-006-6893-0
Weinert FE, Kluwe RH (1987) Metacognition, motivation and understanding. Erlbaum, Hillsdale
Weisgram ES, Bigler RS (2006) Girls and science careers: the role of altruistic values and attitudes about specific tasks. J Appl Dev Psychol 27:326–348. doi:10.1016/j.appdev.2006.04.004
Wiemer D, Purkey W (1994) Love thyself as thy neighbor?: self-other orientations of inviting behaviors. J Invit Theory Practice 3:25–33
Wolters CA, Pintrich PR (1998) Contextual differences in student motivation and self-regulated learning in mathematics, English, and social studies classroom. Instr Sci 26:27–47
Zeldin AL, Britner SL, Pajares F (2008) A comparative study of the self-efficacy beliefs of successful men and women in mathematics, science, and technology careers. J Res Sci Teach 45:1036–1058. doi:10.1002/tea.20195
Zelezny LC, Chua P, Aldrich C (2000) Elaborating on gender differences in environmentalism. J Soc Issues 56:443–457. doi:10.1111/0022-4537.00177
Zimmerman BJ (1994) Dimensions of academic self regulation: a conceptual framework for education. In: Schunk DH, Zimmerman BJ (eds) Self-regulation of learning and performance: issues and educational applications. Lawrence Erlbaum, Hillsdale, pp 3–21
Zimmerman BJ, Martinez-Pons M (1990) Student differences in self-regulated learning: relating grade, sex, and giftedness to self-efficacy and strategy use. J Educ Psychol 82:51–59. doi:10.1037/0022-0663.82.1.51
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Kıran, D., Sungur, S. Middle School Students’ Science Self-Efficacy and Its Sources: Examination of Gender Difference. J Sci Educ Technol 21, 619–630 (2012). https://doi.org/10.1007/s10956-011-9351-y
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DOI: https://doi.org/10.1007/s10956-011-9351-y