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The senior high school students’ learning behavioral model of STEM in PBL

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Abstract

The purpose of the study was to explore a learning behavioral model of project-based learning (PBL) for senior high school students in the context of STEM (science, technology, engineering, and mathematics). Using “audio speakers” as the project theme, a series of tasks were designed to be solved using STEM knowledge via an online platform and student group discussions. A total of 84 volunteer students from a senior high school and a vocational school in Pingtung, Taiwan, were divided into 21 groups. Text analysis and questionnaire survey were administered. Data sources were the participants’ information collected via the STEM online platform and the questionnaire survey regarding STEM in PBL. The findings of the study are as follows: (1) the learning behavioral model for STEM in PBL showed a positive influence on students’ behavior in the form of cognition and behavioral intentions. In addition, cognition and behavioral intentions were positively influenced by attitude. The overall model fit was positive and could effectively explain senior high school and vocational school students’ learning behavior as related to STEM in PBL; (2) according to the results of the analysis of STEM from the online platform, students displayed a positive attitude, attained integrated conceptual and procedural knowledge, and demonstrated active behavioral intentions through STEM in PBL. In addition, the students’ creative and organized project outcomes revealed the effects of their behavior.

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References

  • American Society for Engineering Education. (2004). Goals & srategies. http://www.engineeringk12.org/about/goals_strategies.htm2. Accessed 24 May 2007.

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

    Article  Google Scholar 

  • Bandura, A. (1986). Social foundations of thought and action: A social cognitive theory. New Jersey: Prentice-Hall.

    Google Scholar 

  • Barak, M., & Zadok, Y. (2009). Robotics projects and learning concepts in science, technology and problem solving. International Journal of Technology and Design Education doi: 10.1007/s10798-007-9028-2.

  • Berlin, D. F., & White, A. L. (1998). Integrated science and mathematics education: Evolution and implication of theoretical model. In B. J. Fraser & K. G. Tobin (Eds.), International handbook of science education (pp. 499–512). Dordrecht: Kluwer.

    Google Scholar 

  • Davis, F. D. (1989). Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Quarterly, 13(3), 319–339.

    Article  Google Scholar 

  • Davis, F. D., Bagozzi, R. P., & Warshaw, P. R. (1989). User acceptance of computer technology: A comparison of two theorical models. Management Science, 35(8), 982–1003.

    Article  Google Scholar 

  • Davis, T. R. V., & Luthans, F. (1980). A social learning approach to organizational behavior. Academy of Management Review, 5(2), 281–290.

    Article  Google Scholar 

  • Delisle, R. (1997). How to use problem-based learning in the classroom. Alexandria, VA: Association for Supervision and Curriculum Development.

    Google Scholar 

  • Fishbein, M., & Ajzen, I. (1975). Beliefs, attitude, intentions and behavior: An introduction to theory and research. Boston, MA: Addition-Wesley.

    Google Scholar 

  • Hassard, J. (2000). Science as inquiry. New Jersey: Good Year Books.

    Google Scholar 

  • Huang, F. M. (2004). Statistical approach of social science-SEM. Taipei City: Wu Nan.

    Google Scholar 

  • Jones, B. F., Rasmussen, C. M., & Moffitt, M. C. (1997). Real-life problem solving: A collaborative approach to interdisciplinary learning. Washington, DC: American Psychological Association.

    Book  Google Scholar 

  • Jöreskog, K. G., & Sörbom, D. (1989). LISREL 7: A guide to the program and applications. Chicago: SPSS Inc.

    Google Scholar 

  • Kesidou, S., & Koppal, M. (2004). Supporting goals-based learning with STEM outreach. Journal of STEM Education: Innovations and Research, 5(3–4), 5–16.

    Google Scholar 

  • Kline, R. B. (1998). Principles and practice of structural equation modeling. New York: Guilford Press.

    Google Scholar 

  • Li, B. H. (2006). Current development of T&E (technology & engineering) courses in STEM education. Living Technology Education, 39(7), 108–109.

    Google Scholar 

  • Liao, K. L. (1982). Master of social learning theory—Albert Bandura. High-rank SEM application-guide of workshop of high-rank application in structural model. Taipei City: Asian Culture. Held by Taiwanese Association of Statistical Methodology.

  • Lin, K. Y. (2000). Primary study on the construction of technology learning website by the integration of MST orientation. Living Technology Education, 33(2), 10–15.

    Google Scholar 

  • Massachusetts Department of Education. (2001). Science and technology/engineering framework. http://www.doe.mass.edu/frameworks/scitech/2001/. Accessed 4 May 2007.

  • MIT STEM: Curriculum. (n.d.). http://web.mit.edu/stem/program/Curriculum.html. Accessed 7 March 2007.

  • Moursund, D. (1999). Project-based learning using information technology. Eugene, OR: International society for technology in education.

    Google Scholar 

  • Murphy, K. L., & Yakut, G. D. (2001). Role plays, panel discussions, and case studies: Project-based learning in a web-based course. Paper presented at the annual meeting of the American educational research association, 10–14 April 2001 Seattle, WA. (ERIC Document Reproduction Service No. ED 454 809).

  • Robert, J. S. (2004). Introduction to psychology (Y. J. Chen, Trans.). Taipei City: Yeh Yeh Book Gallery. (Original work published 2000).

  • Shaffer, D. R. (1995). Society and personality development (C. M. Lin, Trans.). Taipei: Psychology Publishing. (Original work published 1994).

  • Shyu, S. Y. (2001). How to turn the students into research masters by internet-online project learning and instructional innovation. Taiwan Education, 607, 25–34.

    Google Scholar 

  • Shyu, S. Y. (2004). Study on types of E-learning knowledge and information design. Journal of Education Research, 125, 5–16.

    Google Scholar 

  • Sung, D. Y. (1983). Albert Bandura’s social learning theory. Chinese Talk, 15(11), 59–65.

    Google Scholar 

  • Thomas, J. W., Mergendoller, J. R., & Michaelson, A. (1999). Project-based learning: A handbook for middle and high school teachers. Novato, CA: The Buck Institute for Education.

    Google Scholar 

  • Tzou, H. Y. (2001). Curriculum, instruction and evaluation based project instruction. Journal of National University of Tainan, 34, 155–194.

    Google Scholar 

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Correspondence to Ru Chu Shih.

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Lou, S.J., Liu, Y.H., Shih, R.C. et al. The senior high school students’ learning behavioral model of STEM in PBL. Int J Technol Des Educ 21, 161–183 (2011). https://doi.org/10.1007/s10798-010-9112-x

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