Skip to main content
Log in

Exploring relationships among TPACK components and development of the TPACK instrument

  • Published:
Education and Information Technologies Aims and scope Submit manuscript

Abstract

Educators’ interest in technological pedagogical content knowledge (TPACK) has been increasing. In parallel with implementations of TPACK-based activities taking place in different settings, efforts for assessing effectiveness of those activities and understanding the overall TPACK framework have also been under investigation. In this study, the main purpose has been placed on understanding the TPACK framework and its dynamics that contribute to effective TPACK development. More specifically, through preservice teachers’ experiences we have explored the nature of relationships among the TPACK components. To do this, a TPACK instrument was developed and the data were analyzed by using multi-stage approaches. Results briefly indicated that all correlations among the components were significant. In the structural equation modeling analyses, TPK and TCK’s impact were statistically powerful contributors to explaining TPACK variance. In addition, and most important, our results suggest that second-level knowledge basis (TPK, TCK, PCK) had a stronger impact than core knowledge basis on predicting TPACK development. TCK in the structural model stands out as the mediator knowledge base. Finally, indirect relationships among some of the TPACK components were found to be of considerable importance.

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
Fig. 2
Fig. 3

Similar content being viewed by others

References

  • Agyei, D. D., & Voogt, J. (2012). Developing technological pedagogical content knowledge in pre-service mathematics teachers through collaborative design. Australasian Journal of Educational Technology, 28(4), 547–564.

    Google Scholar 

  • Angeli, C., & Valanides, N. (2009). Epistemological and methodological issues for the conceptualization, development, and assessment of ICT-TPACK: Advances in technological pedagogical content knowledge (TPCK). Computers & Education, 52(1), 154–168.

    Article  Google Scholar 

  • Arbuckle, J. L. (2009). Amos 18 user’s guide. Chicago, IL.: SPSS Inc.

    Google Scholar 

  • Archambault, L. (2011). The practitioner’s perspective on teacher education: Preparing for the K-12 online classroom. Journal of Technology and Teacher Education, 19(1), 73–91.

    Google Scholar 

  • Archambault, L. M., & Barnett, J. H. (2010). Revisiting technological pedagogical content knowledge: Exploring the TPACK framework. Computers & Education, 55(4), 1656–1662.

    Article  Google Scholar 

  • Archambault, L., & Crippen, K. (2009). Examining TPACK among K-12 online distance educators in the United States. Contemporary Issues in Technology and Teacher Education, 9(1), 71–88.

    Google Scholar 

  • Black, J. A., & Champion, D. J. (1976). Methods and issues in social research. New York: Wiley.

    Google Scholar 

  • Borg, W. R., & Gall, M. D. (1983). Educational research (4th ed.). New York: Longman.

    Google Scholar 

  • Brown, F. G. (1970). Principles of educational and psychological testing. Hinsdale IL: Dryden Press Inc.

    Google Scholar 

  • Chai, C. S., Koh, J. H. L., & Tsai, C. C. (2010). Facilitating preservice teachers’ development of technological, pedagogical, and content knowledge (TPACK). Educational Technology & Society, 13(4), 63–73.

    Google Scholar 

  • Chai, C. S., Koh, J. H. L., Tsai, C. C., & Tan, L. L. W. (2011). Modeling primary school pre-service teachers’ technological pedagogical content knowledge (TPACK) for meaningful learning with information and communication technology (ICT). Computers & Education, 57(1), 1184–1193.

    Article  Google Scholar 

  • Chai, C. S., Koh, J. H. L., Ho, H. N. J., & Tsai, C. C. (2012). Examining preservice teachers’ perceived knowledge of TPACK and cyberwellness through structural equation modeling. Australasian Journal of Educational Technology, 28(6), 1000–1019.

    Google Scholar 

  • Cox, S. (2008). A conceptual analysis of technological pedagogical content knowledge. (Doctoral dissertation) Retrieved from ProQuest Digital Dissertations database. (Order No. 3318618).

  • Field, A. (2005). Discovering statistics using SPSS. London: SAGE Publications.

    Google Scholar 

  • Gay, L. R., & Airasian, P. (2003). Educational research: Competencies for analysis and applications (7th ed.). Upper Saddle River, NJ: Pearson Education.

    Google Scholar 

  • Graham, C. R. (2011). Theoretical considerations for understanding technological pedagogical content knowledge (TPACK). Computers & Education, 57(3), 1953–1960.

    Article  Google Scholar 

  • Graham, R. C., Burgoyne, N., Cantrell, P., Smith, L., St. Clair, L., & Harris, R. (2009). TPACK development in science teaching: Measuring the TPACK confidence of inservice science teachers. Tech Trends, 53, 70–79.

    Article  Google Scholar 

  • Harris, J., & Hofer, M. (2009). Instructional planning activity types as vehicles for curriculum-based TPACK development. In C. D. Maddux (Ed.), Research highlights in technology and teacher education 2009 (pp. 99–108). Chesapeake, VA: AACE.

    Google Scholar 

  • Jang, S. J., & Tsai, M. F. (2012). Exploring the TPACK of Taiwanese elementary mathematics and science teachers with respect to use of interactive whiteboards. Computers & Education, 59(2), 327–338.

    Article  Google Scholar 

  • Jordan, K. (2011). Beginning teacher knowledge: Results from a self-assessed TPACK survey. Australian Educational Computing, 26(1), 16–26.

    Google Scholar 

  • Koehler, M., & Mishra, P. (2005). What happens when teachers design educational technology? The development of technological pedagogical content knowledge. Journal of Educational Computing Research, 32(2), 131–152.

    Article  Google Scholar 

  • Koehler, M. J., Mishra, P., & Yahya, K. (2007). Tracing the development of teacher knowledge in a design seminar: Integrating content, pedagogy, & technology. Computers & Education, 49(3), 740–762.

    Article  Google Scholar 

  • Koh, J., Chai, C., & Tsai, C. (2010). Examining the technological pedagogical content knowledge of Singapore pre-service teachers with a large-scale survey. Journal of Computer Assisted Learning, 26, 563–573.

    Article  Google Scholar 

  • Kohlmann, E. L. (1961). Development of an instrument to determine values of homemakers. (Doctoral dissertation) Retrieved from ProQuest Digital Dissertations database. (Order No. 6103040).

  • Lee, M. H., & Tsai, C. C. (2010). Exploring teachers’ perceived self efficacy and technological pedagogical content knowledge with respect to educational use of the World Wide Web. Instructional Science, 38(1), 1–21.

    Article  MathSciNet  Google Scholar 

  • Lux, N. J. (2010). Assessing technological pedagogical content knowledge. (Doctoral dissertation). Retrieved from ProQuest Digital Dissertations database. (Order No. 3430401).

  • Mishra, P., & Koehler, M. J. (2006). Technological pedagogical content knowledge: A framework for teacher knowledge. Teachers College Record, 108(6), 1017–1054.

    Article  Google Scholar 

  • Mumcu, F. K., & Usluel, Y. K. (2010). A Scale development study of integration of ICT into learning and teaching process according to TPACK. In A. Isman (Ed.), International Educational Technology Conference 2010 (pp. 1419–1423). Turkey: Istanbul.

    Google Scholar 

  • Özgün-Koca, S. A., Meagher, M., & Edwards, M. T. (2010). Preservice teachers, emerging TPACK in a technology-rich methods class. The Mathematics Educator, 19(2), 10–20.

    Google Scholar 

  • Öztürk, E., & Horzum, M. B. (2011). Adaptation of technological pedagogical content knowledge scale to Turkish. Ahi Evran University Journal of Kırşehir Education Faculty, 12(3), 255–278.

    Google Scholar 

  • Pamuk, S. (2011). Understanding preservice teachers’ technology use through TPACK framework. Journal of Computer Assisted Learning, 28(5), 425–439.

    Article  Google Scholar 

  • Peterson, R. A. (1994). A meta-analysis of Cronbach’s coefficient alpha. Journal of Consumer Research, 21(2), 381–391.

    Article  Google Scholar 

  • Schmidt, D. A., Baran, E., Thompson, A. D., Koehler, M. J., Mishra, P., & Shin, T. S. (2009). Technological pedagogical content knowledge (TPACK): The development and validation of an assessment instrument for preservice teachers. Journal of Research on Technology in Education, 42(2), 123–149.

    Article  Google Scholar 

  • Schumacker, R. E., & Lomax, R. G. (2004). A beginner’s guide to structural equation modeling (2nd ed.). Mahwah, NJ: Lawrence Erlbaum Associates, Inc.

    Google Scholar 

  • Shin, T., Koehler, M., Mishra, P., Schmidt, D., Baran, E., & Thompson, A. (2009). Changing Technological Pedagogical Content Knowledge (TPACK) through course experiences. In I. Gibson et al. (Eds.), Proceedings of Society for Information Technology & Teacher Education International Conference 2009 (pp. 4152–4159). Chesapeake, VA: AACE.

    Google Scholar 

  • Shulman, L. S. (1986). Those who understand: Knowledge growth in teaching. Educational Researcher, 15(2), 4–14.

    Article  Google Scholar 

  • Shulman, L. (1987). Knowledge and teaching: Foundations of the new reform. Harvard Educational Review, 57(1), 1–23.

    Google Scholar 

  • Vaughan, N. (2010). Investigating pre-service teachers’ development of technological pedagogical knowledge (TPACK) in an introductory educational technology course. Canadian Society for the Study of Education Conference, Concordia University. Retrieved from http://ocs.sfu.ca/fedcan/index.php/csse2010/csse2010/paper/viewFile/2615/653.

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Sonmez Pamuk.

Appendices

Appendix A

Table 6 Comparing existing TPACK instruments with components*

Appendix B

1.1 TPACK survey instrument

figure afigure afigure a

Rights and permissions

Reprints and permissions

About this article

Cite this article

Pamuk, S., Ergun, M., Cakir, R. et al. Exploring relationships among TPACK components and development of the TPACK instrument. Educ Inf Technol 20, 241–263 (2015). https://doi.org/10.1007/s10639-013-9278-4

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10639-013-9278-4

Keywords

Navigation