Abstract
This study examined the relations of preservice science teachers’ attitudes towards technology use, technology ownership, technology competencies, and experiences to their self-efficacy beliefs about technological pedagogical content knowledge (TPACK). The present study also investigated interrelations among preservice teachers’ attitudes towards technology use, technology ownership, technology competencies, and experiences. The participants of study were 665 elementary preservice science teachers (467 females, 198 males) from 7 colleges in Turkey. The proposed model based on educational technology literature was tested using structural equation modeling. The model testing results revealed that preservice teachers’ technology competencies and experiences mediated the relation of technology ownership to their TPACK self efficacy beliefs. The direct relation of their possession of technology to their TPACK self efficacy beliefs was insignificant while the indirect relation through their technology competencies and experiences was significant. The results also indicated there were significant direct effects of preservice teachers’ attitudes towards technology use, technology competencies, and experiences on their TPACK self efficacy beliefs.
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Abbitt JT (2011) An investigation of the relationship between self-efficacy beliefs about technology integration and technological pedagogical content knowledge (TPACK) among preservice teachers. Journal of Digital Learning in Teacher Education 27(4):134–143
Al-Awidi HM, Alghazo IM (2012) The effect of student teaching experience on preservice elementary teachers’ self-efficacy beliefs for technology integration in the UAE. Educ Technol Res Dev 60(5):923–941
Albion P (1999) Self efficacy beliefs as an indicator of teachers’ preparedness for teaching with technology. Association for the Advancement of Computing in Education (AACE)
Albirini A (2006) Teachers’ attitudes toward information and communication technologies: the case of Syrian EFL teachers. Computers and Education 47(4):373–398
Al-Ruz JA, Khasawneh S (2011) Jordanian pre-service teachers’ and technology integration: a human resource development approach. Educational Technology & Society 14(4):77–87
Anderson JC, Gerbing DW (1988) Structural equational modelling in practice: A review and recommended two-step approach. Psychological Bulletin 103:411–423
Baloğlu M, Cevik V (2008) Multivariate effects of gender, ownership, and the frequency of use on computer anxiety among high school students. Comput Hum Behav 24(6):2639–2648
Bandura A (1977) Self-efficacy: toward a unifying theory of behavioral change. Psychol Rev 84(2):191–215
Bandura A (1986) Social foundations of thought and action: a social cognitive theory. Prentice Hall, Englewood Cliffs, NJ
Baran E, Uygun E (2016) Putting technological, pedagogical, and content knowledge (TPACK) in action: An integrated TPACK-design-based learning (DBL) approach. Australasian Journal of Educational Technology 32(2):47–63
Barrett P (2007) Structural equation modelling: adjudging model fit. Personal Individ Differ 42(5):815–824. doi:10.1016/j.paid.2006.09.018
Blackwell CK, Lauricella AR, Wartella E (2014) Factors influencing digital technology use in early childhood education. Comput Educ 77:82–90
Blackwell CK, Lauricella AR, Wartella E (2016) The influence of TPACK contextual factors on early childhood educators’ tablet computer use. Comput Educ 98:57–69
Boschman F, McKenney S, Voogt J (2015) Exploring teachers’ use of TPACK in design talk: the collaborative design of technology-rich early literacy activities. Comput Educ 82:250–262. doi:10.1016/j.compedu.2014.11.010
Canbazoğlu Bilici S, Yamak H, Kavak N, Guzey SS (2013) Technological pedagogical content knowledge self-efficacy scale (TPACK-SeS) for preservice science teachers: construction, validation and reliability. Eurasian Journal of Educational Research 52:37–60
Cavas B, Cavas P, Karaoglan B, Kisla T (2009) A study on science teachers’ attitudes toward information and communications technologies in education. Online Submission 8(2):20–32
Chai CS, Koh JHL, Tsai C-C (2010) Facilitating preservice teachers’ development of technological, pedagogical, and content knowledge (TPACK). Journal of Educational Technology & Society 13(4):63–73
Chai C-S, Koh JH-L, Tsai C-C (2013) A review of technological pedagogical content knowledge. Educational Technology & Society 16(2):31–51
Chen RJ (2010) Investigating models for preservice teachers’ use of technology to support student-centered learning. Comput Educ 55(1):32–42
Cohen J, Cohen P (1983) Applied multiple regression/correlation analysis for the behavioral sciences, 2nd edn. Prentice Hall, Hillside, NJ
Compeau DR, Higgins CA (1995) Computer self-efficacy: development of a measure and initial test. MIS Q 19(2):189–212
Cox M, Preston C, Cox K (1999) What factors support or prevent teachers from using ICT in their classrooms? Paper presented at the British Educational Research Association Annual Conference (University of Sussex at Brighton, September 2–5)
Dori YJ, Belcher J (2005) How does technology-enabled active learning affect undergraduate students’ understanding of electromagnetism concepts? J Learn Sci 14(2):243–279
Eteokleous N (2008) Evaluating computer technology integration in a centralized school system. Computers and Education 51(2):669–686
Forssell KS (2011) Technological pedagogical content knowledge: relationships to learning ecologies and social learning networks. Doctoral Dissertation, Stanford University, Stanford, CA
Fraenkel JR, Wallen NE (2006) How to design and evaluate research in education. McGraw-Hill, New York
Gritter A (2005) Belief Drives Action: How Teaching Philosophy Affects Technology Use in the Classroom. Paper Presented at the Annual Meeting of the New England Educational Research Organization, Northampton, MA
Heo M (2009) Digital storytelling: an empirical study of the impact of digital storytelling on pre-service teachers’ self-efficacy and dispositions towards educational technology. Journal of Educational Multimedia and Hypermedia 18(4):405–428
Hermans R, Tondeur J, van Braak J, Valcke M (2008) The impact of primary school teachers’ educational beliefs on the classroom use of computers. Comput Educ 51(4):1499–1509
Hew KF, Brush T (2007) Integrating technology into K–12 teaching and learning: current knowledge gaps and recommendations for future research. Educ Technol Res Dev 55:223–252
Hu LT, Bentler PM (1999) Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling: A Multidisciplinary Journal 6(1):1–55
Inan FA, Lowther DL (2010) Factors affecting technology integration in K-12 classrooms: a path model. Educ Technol Res Dev 58(2):137–154. doi:10.1007/s11423-009-9132-y
Jamieson-Proctor R, Finger G, & Albion P (2010) Auditing the TPACK capabilities of final year teacher education students: are they ready for the twenty-first century? In Proceedings of the 2010 Australian Computers in Education Conference (ACEC 2010) (pp. 1–12). Australian Council for Computers in Education
Jöroskog KG, Sörbom D (1993) LISREL 8:structural equation modeling with SIMPLIS command language. Scientific Software International, Chicago
Kabakci-Yurdakul I, Çoklar AN (2014) Modeling preservice teachers’ TPACK competencies based on ICT usage. J Comput Assist Learn 30(4):363–376
Kabakci-Yurdakul I, Odabasi HF, Kilicer K, Coklar AN, Birinci G, Kurt AA (2012) The development, validity and reliability of TPACK-deep: A technological pedagogical content knowledge scale. Computers & Education 58(3):964–977
Karaca F, Can G, Yildirim S (2013) A path model for technology integration into elementary school settings in Turkey. Comput Educ 68:353–365
Khine MS, Ali N, Afari E (2016) Exploring relationships among TPACK constructs and ICT achievement among trainee teachers. Education and Information Technologies, Advance Online Publication. doi:10.1007/s10639-016-9507-8
Kline RB (1998) Principles and practice of structural equation modeling. The Guilford Press, New York
Kline RB (2005) Principles and practice of structural equation modeling. The Guilford Press, New York
Koehler MJ, Mishra P (2009) What is technological pedagogical content knowledge? Contemporary Issues in Technology and Teacher Education 9(1):60–70
Koehler MJ, Mishra P, Yahya K (2007) Tracing the development of teacher knowledge in a design seminar: integrating content, pedagogy and technology. Comput Educ 49(3):740–762
Koh JH, Frick TW (2009) Instructor and student classroom interactions during technology skills instruction for facilitating preservice teachers' computer self-efficacy. J Educ Comput Res 40(2):211–228
Koh JHL, Chai CS, Tsai CC (2013) Examining practicing teachers’ perceptions of technological pedagogical content knowledge (TPACK) pathways: a structural equation modeling approach. Instr Sci 41:793–809. doi:10.1007/s11251-012-9249-y
Kutluca T (2010) Investigation of teachers’ computer usage profiles and attitudes toward computers. International Online Journal of Educational Sciences 2(1):81–97
Lee Y, Lee J (2014) Enhancing pre-service teachers’ self-efficacy beliefs for technology integration through lesson planning practice. Comput Educ 73:121–128
Lee MH, Tsai CC (2010) Exploring teachers’ perceived self efficacy and technological pedagogical content knowledge with respect to educational use of the World Wide Web. Instr Sci 38:1–21
Levine T, Donitsa-Schmidt S (1998) Computer use, confidence, attitudes, and knowledge: a causal analysis. Comput Hum Behav 14(1):125–146
Marsh HW, Hocevar D (1985) Application of confirmatory factor analysis to the study of self-concept: Firstand higher order factor models and their invariance across groups. Psychological bulletin 97(3):562–582
Mishra P, Koehler MJ (2006) Technological pedagogical content knowledge: a framework for teacher knowledge. Teach Coll Rec 108(6):1017–1054
Mitra A (1998) Categories of computer use and their relationships with attitudes toward computers. J Res Comput Educ 30(3):281–295
Mouza C, Karchmer-Klein R (2013) Promoting and assessing pre-service teachers’ technological pedagogical content knowledge (TPACK) in the context of case development. Journal of Educational Computing Research 48(2):127–152
Mumtaz S (2005) Factors affecting teachers’ use of information and communications technology: a review of the literature. Technol Pedagog Educ 9(3):319–342
National Center for Education Statistics (2009) Teachers’ use of educational technology in U.S. public schools: 2009 (No. NCES 2010–040). U.S. Government Printing Office, Washington, DC
Niederhauser DS, Stoddart T (2001) Teachers’ instructional perspectives and use of educational software. Teach Teach Educ 17:15–31
Niess ML (2005) Preparing teachers to teach science and mathematics with technology: developing a technology pedagogical content knowledge. Teach Teach Educ 21(5):509–523
Niess ML, Suharwoto G, Lee K, & Sadri P (2006) Guiding inservice mathematics teachers in developing TPCK. Paper presented at the American Education Research Association Annual Conference, San Francisco, CA
Norzaidi MD, Chong SC, Azizah A, Intan Salwani M, Rafidah K, Ruhana Z (2007) The effects of students’ backgrounds and attitudes on computer skills in Malaysia. International Journal of Management in Education 1(4):371–389
Padmavathi MA (2013) Survey of secondary school teachers’ perceptions, competency and use of computers. International Journal of Education and Psychological Research (IJEPR) 2(4):7–16
Pallant J (2001) SPSS survival manual: a step by step guide to data analysis using SPSS for Windows (versions 10 and 11). Open University Press, Maidenhead, Philadelphia
Pelgrum WJ (2001) Obstacles to the integration of ICT in education: results from a worldwide educational assessment. Comput Educ 37:163–178
Poyo SR (2016) Transforming traditional practices of teacher preparation to meet changing needs of digital learners: a first step intervention by assessing and addressing needs of pre-service teachers in a dual learning environment (Doctoral dissertation, Duquesne University)
Sang G, Valcke M, van Braak J, Tondeur J (2010) Student teachers’ thinking processes and ICT integration: predictors of prospective teaching behaviors with educational technology. Comput Educ 54(1):103–112
Schmidt D, Baran E, Thompson A, Mishra P, Koehler M, Shin T (2009) Technological Pedagogical Content Knowledge (TPACK): The Development and Validation of an Assessment. Journal of Research on Technology in Education 42(2):123–149
Schreiber JB, Nora A, Stage FK, Barlow EA, King J (2006) Reporting structural equation modeling and confirmatory factor analysis results: a review. J Educ Res 99(6):323–338. doi:10.3200/JOER.99.6.323-338
Schumacker RE, Lomax RG (2010) A beginner's guide to structural equation modeling. Routledge, New York
Schunk DH (1981) Modeling and attributional effects on children’s achievement: a self-efficacy analysis. J Educ Psychol 73:93–105
Schunk DH, Hanson AR, Cox PD (1987) Peer-model attributes and children’s achievement behaviors. J Educ Psychol 79:54–61
Shulman LS (1986) Those who understand: knowledge growth in teaching. Educ Res 15(2):4–14
Shulman LS (1987) Knowledge and teaching: foundations of the new reform. Harv Educ Rev 57:1–22
Smeets E (2005) Does ICT contribute to powerful learning environments in primary education? Computers and Education 44:343–355
Teo T (2009) Modelling technology acceptance in education: a study of pre- service teachers. Comput Educ 52(1):302–312
Tyler-Wood T, Putney D, Cass M (1997) Accessibility: the main factor influencing special education teachers’ perceived level of computer competence. J Comput Teach Educ 13:20–24
Van Braak JP (2004) Domains and determinants of university students’ self-perceived computer competence. Computers & Education 43(3):299–312
van Braak J, Tondeur J, Valcke M (2004) Explaining different types of computer use among primary school teachers. Eur J Psychol Educ 19(4):407–422
Voogt J, Fisser P, Tondeur J, van Braak J (2016) Using theoretical perspectives in developing understanding of TPACK. In: Heering MC, Koehler MJ, Mishra P (eds) Handbook of technological pedagogical and content knowledge for educators. Routledge, New York, NY, p 33e52
Wang L, Ertmer PA, Newby TJ (2004) Increasing preservice teachers’ self-efficacy beliefs for technology integration. J Res Technol Educ 36(3):231–250
Weston R, Gore PA Jr (2006) A brief guide to structural equation modeling. Couns Psychol 34(5):719–751. doi:10.1177/0011000006286345
William D, Coles L, Wilson K, Richardson A, Tuson J (2000) Teachers and ICT: current use and future needs. Br J Educ Technol 31:307–320
Wozney L, Venkatesh V, Abrami P (2006) Implementing computer technologies: teachers’ perceptions and practices. J Technol Teach Educ 14:173–207
Youngman M, Harrison C (1998) Multimedia Portables For Teachers Pilot Project Report. Coventry: British Educational Communications and Technology Agency
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This study was supported by Yuzuncu Yil University, Scientific Research Project Unit. The project number was BAP-2014-EF-B135.
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A part of this study was presented in 2015 NARST conference in Chicago, April 11-14
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Yerdelen-Damar, S., Boz, Y. & Aydın-Günbatar, S. Mediated Effects of Technology Competencies and Experiences on Relations among Attitudes Towards Technology Use, Technology Ownership, and Self Efficacy about Technological Pedagogical Content Knowledge. J Sci Educ Technol 26, 394–405 (2017). https://doi.org/10.1007/s10956-017-9687-z
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DOI: https://doi.org/10.1007/s10956-017-9687-z