Skip to main content

Advertisement

Log in

Predicting Science Engagement with Motivation and Teacher Characteristics: a Multilevel Investigation

  • Published:
International Journal of Science and Mathematics Education Aims and scope Submit manuscript

Abstract

The purpose of this study was to investigate the student and teacher-level predictors of Turkish middle school students’ engagement in science classes. Students’ engagement was examined in terms of agentic, behavioral, cognitive, and emotional engagement. The participants of the study were 134 Turkish science teachers and their 3394 grade 7 students. Separate multilevel models were specified for each dimension of students’ science engagement. Results of the HLM analyses indicated that dimensions of students’ science engagement were significantly predicted mostly by the student-level variables including science self-efficacy, mastery approach and avoidance goals, and performance approach goals. Teacher-level variables were influential only on the cognitive and emotional engagement. There were also cross-level interactions in predicting science engagement. Results were discussed in the light of related literature.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1

Similar content being viewed by others

References

  • Ames, C. (1992). Classrooms: Goals, structures, and student motivation. Journal of Educational Psychology, 84(3), 261–271. https://doi.org/10.1037/0022-0663.84.3.261

    Article  Google Scholar 

  • Anderman, L. H., & Anderman, E. M. (1999). Social predictors of changes in students’ achievement goal orientations. Contemporary Educational Psychology, 25, 21–37. https://doi.org/10.1006/ceps.1998.0978

    Article  Google Scholar 

  • Anderman, E. M., & Midgley, C. (1997). Changes in achievement goal orientations, perceived academic competence, and grades across the transition to middle-level schools. Contemporary Educational Psychology, 22(3), 269–298.

    Article  Google Scholar 

  • Anderman, E. M., & Patrick, H. (2012). Achievement goal theory, conceptualization of ability/intelligence, and classroom climate. In S. L. Christenson, A. L. Reschly, & C. Wylie (Eds.), Handbook of research on student engagement (pp. 173–192). New York: Springer Science+Business Media. https://doi.org/10.1007/978-1-4614-2018-7_8

    Chapter  Google Scholar 

  • Appleton, J. J., Christenson, S. L., & Furlong, M. J. (2008). Student engagement with school: Critical conceptual and methodological issues of the construct. Psychology in the Schools, 45, 369–386.

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

    Google Scholar 

  • Bandura, A., Barbaranelli, C., Caprara, G. V., & Pastorelli, C. (1996). Multifaceted impact of self-efficacy beliefs on academic functioning. Child Development, 67, 1206–1222.

    Article  Google Scholar 

  • Chen, W. W., & Wong, Y. L. (2014). The relationship between goal orientation and academic achievement in Hong Kong: The role of context. Asia-Pacific Education Researcher, 24(1), 169–176. https://doi.org/10.1007/s40299-013-0169-7

    Article  Google Scholar 

  • Christenson, S. L., Reschly, A. L., & Wylie, C. (2012). Preface. In S. L. Christenson, A. L. Reschly, & C. Wylie (Eds.), Handbook of research on student engagement (pp. v–viii). New York, NY: Springer Science+Business Media.

    Chapter  Google Scholar 

  • Connell, J. P., Spencer, M. B., & Aber, J. L. (1994). Educational risk and resilience in African-American youth: context, self, action, and outcomes in school. Child Development, 65(2), 493–506. https://doi.org/10.2307/1131398

    Article  Google Scholar 

  • Demirtas, Z. (2010). Teachers’ job satisfaction levels. Procedia Social and Behavioral Sciences, 9, 1069–1073.

    Article  Google Scholar 

  • Dweck, C. S., & Leggett, E. L. (1988). A social-cognitive approach to motivation and personality. Psychological Review, 95(2), 256–273.

    Article  Google Scholar 

  • Elliot, A. J. (1999). Approach and avoidance motivation and achievement goals, epistemological beliefs and need for closure. British Journal of Educational Psychology, 76, 535–551.

    Google Scholar 

  • Elliot, A. J., & McGregor, H. (2001). A 2x2 achievement goal framework. Journal of Personality and Social Psychology, 80, 501–519.

    Article  Google Scholar 

  • Fredricks, J. A., Blumenfeld, P. C., & Paris, A. H. (2004). School engagement: Potential of the concept, state of the evidence. Review of Educational Research, 74(1), 59–109. https://doi.org/10.3102/00346543074001059

    Article  Google Scholar 

  • Furlong, M. J., Whipple, A. D., Jean, G. S., Simental, J., Soliz, A., & Punthuna, S. (2003). Multiple contexts of school engagement: Moving toward a unifying framework for educational research and practice. The California School Psychologist, 8(1), 99–113.

    Article  Google Scholar 

  • Goddard, R. D., & Goddard, Y. L. (2001). A multilevel analysis of the relationship between teacher and collective efficacy in urban schools. Teaching and Teacher Education, 17(7), 807–818. https://doi.org/10.1016/S0742-051X(01)00032-4

    Article  Google Scholar 

  • Goddard, R. D., Hoy, W. K., & Hoy, A. W. (2000). Collective teacher efficacy: Its meaning, measure, and impact on student achievement. American Educational Research Journal, 37(2), 479–507. https://doi.org/10.3102/00028312037002479

    Article  Google Scholar 

  • Goddard, R. D., Hoy, W. K., & Hoy, A. W. (2004). Collective efficacy beliefs: Theoretical developments, empirical evidence, and future directions. Educational Researcher, 33(3), 3–13.

    Article  Google Scholar 

  • Gökçe, İ. (2006). Fen ve teknoloji dersi programı ile öğretmen kılavuzunun içsel olarak değerlendirilmesi ve uygulamada karşılaşılan sorunlar (Balıkesir Örneği) [Evaluation of the inner volume of the science and technology curriculum and teacher's guide and the problems faced in the practice (Balikesir Example)]. (Unpublished master’s thesis). Balıkesir University, Balıkesir.

  • Greene, B. A., Miller, R. B., Crowson, H. M., Duke, B. L., & Akey, K. L. (2004). Predicting high school students’ cognitive engagement and achievement: Contributions of classroom perceptions and motivation. Contemporary Educational Psychology, 29(4), 462–482.

    Article  Google Scholar 

  • Heddy, B. C., & Sinatra, G. M. (2013). Transforming misconceptions: Using transformative experience to promote positive affect and conceptual change in students learning about biological evolution. Science Education, 97, 725–744.

    Article  Google Scholar 

  • Hıdıroğlu, F. M. (2014). The role of perceived classroom goal structures, self-efficacy, and the student engagement in seventh grade students' science achievement (Unpublished master’s thesis). Middle East Technical University, Ankara.

  • Hıdıroğlu, M., & Sungur, S. (2015). Predicting seventh grade students’ engagement in science by their achievement goals. Asia-Pacific Forum on Science Learning and Teaching, 16(2), 1–17.

    Google Scholar 

  • Ho, C. L., & Au, W. T. (2006). Teaching satisfaction scale measuring job satisfaction of teachers. Educational and Psychological Measurement, 66(1), 172–185.

    Article  Google Scholar 

  • Jimerson, S. R., Campos, E., & Greif, J. L. (2003). Toward an understanding of definitions and measures of school engagement and related terms. The California School Psychologist, 8(1), 7–27.

    Article  Google Scholar 

  • Kaplan, A., Gheen, M., & Midgley, C. (2002). Classroom goal structure and student disruptive behaviour. The British Journal of Educational Psychology, 72(2), 191–211. https://doi.org/10.1348/000709902158847

    Article  Google Scholar 

  • Kaplan, A., & Midgley, C. (1997). The effect of achievement goals: Does level of perceived academic competence make a difference? Contemporary Educational Psychology, 22(4), 415–435. https://doi.org/10.1006/ceps.1997.0943

    Article  Google Scholar 

  • Kıran, D. (2010). A study on sources and consequences of elementary students’ self-efficacy beliefs in science and technology course (Unpublished master’s thesis). Middle East Technical University, Ankara, Turkey.

    Google Scholar 

  • Kıran, D., & Sungur, S. (2012). Middle school students’ science self-efficacy and its sources: Examination of gender difference. Journal of Science Education and Technology, 21(5), 619–630.

    Article  Google Scholar 

  • Meece, J. L., Anderman, E. M., & Anderman, L. H. (2006). Classroom goal structure, student motivation, and academic achievement. Annual Review of Psychology, 57, 487–503. https://doi.org/10.1146/annurev.psych.56.091103.070258

    Article  Google Scholar 

  • Meece, J. L., Blumenfeld, P. C., & Hoyle, R. H. (1988). Student’s goal orientations and cognitive engagement in classroom activities. Journal of Educational Psychology, 80, 514–523.

    Article  Google Scholar 

  • Michaelowa, K., & Wittmann, E. (2008). The cost, satisfaction, and achievement of primary education-evidence from francophone sub-Saharan Africa. The Journal of Developing Areas, 41(1), 51–78. https://doi.org/10.1353/jda.2008.0028

    Article  Google Scholar 

  • Midgley, C., Maehr, M. L., Hruda, L. Z., Anderman, E. M., Anderman, L. H., Freeman, K. E., . . . Urdan, T. (2000). Manual for the patterns of adaptive learning scales (PALS). Ann Arbor, MI: University of Michigan.

    Google Scholar 

  • Midgley, C., & Urdan, T. (1995). Predictors of middle school students’ use of self-handicapping strategies. Journal of Early Adolescence, 15, 389–411.

    Article  Google Scholar 

  • Midgley, C., & Urdan, T. (2001). Academic self-handicapping and performance goals: A further examination. Contemporary Educational Psychology, 26, 61–75.

    Article  Google Scholar 

  • Ministry of National Education [MoNE] (2017a). PISA national reports. Retrieved on December 22, 2017 from http://pisa.meb.gov.tr/?page_id=22

  • Ministry of National Education [MoNE] (2017b). TIMMS national report. Retrieved on December 22, 2017 from http://timss.meb.gov.tr/?page_id=25

  • Murayama, K., & Elliot, A. J. (2009). The joint influence of personal achievement goals and classroom goal structures on achievement-relevant outcomes. Journal of Educational Psychology, 101, 432–447.

    Article  Google Scholar 

  • National Research Council. (2012). A framework for K-12 science education: practices, crosscutting concepts, and core ideas. Committee on a conceptual framework for new K-12 science education standards. Board on science education, division of behavioral and social sciences and education. Washington, DC: The National Academies Press.

    Google Scholar 

  • Natriello, G. (1984). Problems in the evaluation of students and student from secondary schools. Journal of Research and Development in Education, 17, 14–24.

    Google Scholar 

  • Nolen, S. B. (2003). Learning environment, motivation, and achievement in high school science. Journal of Research in Science Teaching, 40, 347–368. https://doi.org/10.1002/tea.10080

    Article  Google Scholar 

  • Ololube, N. P. (2006). Teachers job satisfaction and motivation for school effectiveness: An assessment. Essays in Education, 18, 1–19.

    Google Scholar 

  • Özmen, Ş. G. (2003). Fen bilgisi öğretmenlerinin yapılandırmacı öğrenme yaklaşımına ilişkin görüşlerinin incelenmesi [Surveying of science teachers opinions on constructivist learning approach] (Unpublished master’s thesis). Hacettepe University, Ankara.

  • Pajares, F. (1996). Self-efficacy beliefs in academic settings. Review of Educational Research, 66(4), 543–578. https://doi.org/10.3102/00346543066004543

    Article  Google Scholar 

  • Pajares, F. (2002). Overview of social cognitive theory and of self-efficacy. Retrieved March 23, 2016, from https://www.uky.edu/~eushe2/Pajares/eff.html

  • Pajares, F. (2006). Self-efficacy during childhood and adolescence. In F. Pajares & T. C. Urdan (Eds.), Self-efficacy beliefs of adolescents (pp. 339–367). Greenwich: IAP.

    Google Scholar 

  • Pajares, F., Britner, S. L., & Valiante, G. (2000). Writing and science achievement goals of middle school students. Contemporary Educational Psychology, 25, 406–422.

    Article  Google Scholar 

  • Pamuk, S., Sungur, S., & Oztekin, C. (2017). A multilevel analysis of students’ science achievements in relation to their self-regulation, epistemological beliefs, learning environment perceptions, and teachers’ personal characteristics. International Journal of Science and Mathematics Education, 15(8), 1423–1440.

    Article  Google Scholar 

  • Patrick, H., Ryan, A. M., & Kaplan, A. (2007). Early adolescents’ perceptions of the classroom social environment, motivational beliefs, and engagement. Journal of Educational Psychology, 99(1), 83–98.

    Article  Google Scholar 

  • Pintrich, P. R., & DeGroot, E. V. (1990). Motivational and self-regulated learning components of classroom academic performance. Journal of Educational Psychology, 82, 33–40.

    Article  Google Scholar 

  • Pintrich, P. R., Smith, D. A. F., Garcia, T., & Mckeachie, W. J. (1993). Reliability and predictive validity of the motivated strategies for learning questionnaire. Educational and Psychological Measurement, 53, 810–813.

    Article  Google Scholar 

  • Raudenbush, S. W., Rowan, B., & Cheong, Y. (1992). Contextual effects on the self-perceived efficacy of high school teachers. Sociology of Education, 65, 150–167.

    Article  Google Scholar 

  • Raudenbush, S. W., & Bryk, A. S. (2002). Hierarchical linear models: Applications and data analysis methods (2nd ed.). Thousand Oaks, CA: SAGE Publications.

    Google Scholar 

  • Reeve, J. (2013). How students create motivationally supportive learning environments for themselves: The concept of agentic engagement. Journal of Educational Psychology, 105(3), 579–595. https://doi.org/10.1037/a0032690

    Article  Google Scholar 

  • Reeve, J., & Tseng, C. M. (2011). Agency as a fourth aspect of students’ engagement during learning activities. Contemporary Educational Psychology, 36(4), 257–267. https://doi.org/10.1016/j.cedpsych.2011.05.002

    Article  Google Scholar 

  • Ross, J. A., Hogaboam-Gray, A., & Gray, P. (2004). Prior student achievement, collaborative school processes, and collective teacher efficacy. Leadership and Policy in Schools, 3(3), 163–188. https://doi.org/10.1080/15700760490503689

    Article  Google Scholar 

  • Ryan, A. M., & Pintrich, P. R. (1997). “Should I ask for help?”: Adolescent perceptions of costs and benefits of help-seeking in math class. Journal of Educational Psychology, 89, 329–341.

    Article  Google Scholar 

  • Schunk, D. H. (1995). Self-efficacy and education and instruction. In J. Maddux (Ed.), Self-efficacy, adaption, and adjustment: theory, research, and application (pp. 281–303). New York: Plenum Press.

    Chapter  Google Scholar 

  • Schunk, D. H. (2012). Learning theories: An educational perspective. Boston, MA: Pearson.

    Google Scholar 

  • Schunk, D. H., Meece, J. R., & Pintrich, P. R. (2014). Motivation in education: Theory, research, and applications. Upper Saddle River, NJ: Pearson.

    Google Scholar 

  • Schunk, D. H., & Mullen, C. A. (2012). Self-efficacy as an engaged learner. In S. L. Christenson, A. L. Reschly, & C. Wylie (Eds.), Handbook of research on student engagement (pp. 219–236). New York: Springer. https://doi.org/10.1007/978-1-4614-2018-7_10

    Chapter  Google Scholar 

  • Sinatra, G. M., Heddy, B. C., & Lombardi, D. (2015). The challenges of defining and measuring student engagement in science. Educational Psychologist, 50(1), 1–13.

    Article  Google Scholar 

  • Skaalvik, E. M., & Skaalvik, S. (2011). Teachers’ feeling of belonging, exhaustion, and job satisfaction: The role of school goal structure and value consonance. Anxiety, Stress, and Coping, 24(4), 369–385. https://doi.org/10.1080/10615806.2010.544300

    Article  Google Scholar 

  • Skinner, E. A., & Belmont, M. J. (1993). Motivation in the classroom: Reciprocal effects of teacher behavior and student engagement across the school year. Journal of Educational Psychology, 85, 571–581.

    Article  Google Scholar 

  • Somech, A., & Drach-Zahavy, A. (2000). Understanding extra-role behavior in schools: The relationships between job satisfaction, sense of efficacy, and teachers’ extra-role behavior. Teaching and Teacher Education, 16(5), 649–659. https://doi.org/10.1016/S0742-051X(00)00012-3

    Article  Google Scholar 

  • Sungur, S., & Senler, B. (2009). An analysis of Turkish high school students' metacognition and motivation. Educational Research and Evaluation, 15(1), 45–62.

    Article  Google Scholar 

  • Trautwein, U., & Lüdtke, O. (2009). Predicting homework motivation and homework effort in six school subjects: The role of person and family characteristics, classroom factors, and school track. Learning and Instruction, 19(3), 243–258.

    Article  Google Scholar 

  • Tschannen-Moran, M., & Hoy, A. W. (2001). Teacher efficacy: Capturing an elusive construct. Teaching and Teacher Education, 17(7), 783–805. https://doi.org/10.1016/S0742-051X(01)00036-1

    Article  Google Scholar 

  • Tytler, R., & Osborne, J. (2012). Student attitudes and aspirations towards science. In B. J. Fraser, K. Tobin, & C. J. McRobbie (Eds.), Second international handbook of science education (pp. 597–625). New York: Springer International.

    Chapter  Google Scholar 

  • Urdan, T. (2004). Using multiple methods to assess students’ perceptions of classroom goal structures. European Psychologist, 9(4), 222–231. https://doi.org/10.1027/1016-9040.9.4.222

    Article  Google Scholar 

  • van Uden, J. M., Ritzen, H., & Pieters, J. M. (2014). Engaging students: the role of teacher beliefs and interpersonal teacher behavior in fostering student engagement in vocational education. Teaching and Teacher Education, 37, 21–32.

    Article  Google Scholar 

  • Voelkl, K. E. (1997). Identification with school. American Journal of Education, 105, 294–318.

    Article  Google Scholar 

  • Yerdelen, S. (2013). Multilevel investigations of students’ cognitive and affective learning outcomes and their relationships with perceived classroom learning environment and teacher effectiveness (Unpublished doctoral dissertation). Middle East Technical University, Ankara, Turkey.

    Google Scholar 

Download references

Acknowledgements

This study was produced from Dekant Kıran’s doctoral dissertation.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Dekant Kıran.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Kıran, D., Sungur, S. & Yerdelen, S. Predicting Science Engagement with Motivation and Teacher Characteristics: a Multilevel Investigation. Int J of Sci and Math Educ 17, 67–88 (2019). https://doi.org/10.1007/s10763-018-9882-2

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10763-018-9882-2

Keywords

Navigation