Preservice teachers’ intention for constructivist ICT integration: implications from their Internet epistemic beliefs and internet-based learning self-Efficacy

References

• Alexander, P. A., Reading, T. D., & Laboratory, L. R. (2012). Reading into the future: Competence for the 21st century. Educational Psychologist, 47(4), 259–280. https://doi.org/10.1080/00461520.2012.722511
   Web of Science ®Google Scholar
• Applegate, A. J., & Applegate, M. D. (2004). The Peter Effect: reading habits and attitudes of preservice teachers. The Reading Teacher, 57(6), 554–563.
   Web of Science ®Google Scholar
• Applegate, A. J., Applegate, M. D., Mercantini, M. A., McGeehan, C. M., Cobb, J. B., DeBoy, J. R., Modla, V. B., & Lewinski, K. E. (2014). The Peter Effect revisited: Reading habits and attitudes of college students. Literacy Research and Instruction, 53(3), 188–204. https://doi.org/10.1080/19388071.2014.898719
   Google Scholar
• Aypay, A. (2011). The adaptation of the teaching-learning conceptions questionnaire and its relationships with epistemological beliefs. Educational Sciences: Theory and Practice, 11(1), 21–29.
   Google Scholar
• Bandura, A. (1977). Self-efficacy: Toward a unifying theory of behavioral change. Psychological Review, 84(2), 191–215.
   PubMed Web of Science ®Google Scholar
• Barzilai, S., & Ka’adan, I. (2017). Learning to integrate divergent information sources: The interplay of epistemic cognition and epistemic metacognition. Metacognition and Learning, 12(2), 193–232. https://doi.org/10.1007/s11409-016-9165-7
   Web of Science ®Google Scholar
• Barzilai, S., Zohar, A. R., & Mor-Hagani, S. (2018). Promoting integration of multiple texts: A review of instructional approaches and practices. Educational Psychology Review, 30, 973–999. https://doi.org/10.1007/s10648-018-9436-8
   Web of Science ®Google Scholar
• Binks-Cantrell, E., Washburn, E. K., Joshi, R. M., & Hougen, M. (2012). Peter effect in the preparation of reading teachers. Scientific Studies of Reading, 16(6), 526–536. https://doi.org/10.1080/10888438.2011.601434
   Web of Science ®Google Scholar
• Bråten, I., Brandmo, C., & Kammerer, Y. (2019). A validation study of the internet-specific epistemic justification inventory with Norwegian preservice teachers. Journal of Educational Computing Research, 57(4), 877–900. https://doi.org/10.1177/0735633118769438
   Web of Science ®Google Scholar
• Brooks-Young, S. (2016). Iste standards for students: A practical guide for learning with technology. International Society for Technology in Education.
   Google Scholar
• Brown, T. A. (2006). Confirmatory factor analysis for applied research (1st ed.). The Guilford Press.
   Google Scholar
• Chai, C. S. (2010). The relationships among Singaporean preservice teachers’ ICT competencies, pedagogical beliefs and their beliefs on the espoused use of ICT. The Asia-Pacific Education Researcher, 19(3), 387–400. https://doi.org/10.3860/taper.v19i3.1849
   Web of Science ®Google Scholar
• Chai, C. S., & Lim, C. P. (2011). The Internet and teacher education: Traversing between the digitized world and schools. The Internet and Higher Education, 14(1), 3–9. https://doi.org/10.1016/j.iheduc.2010.04.003
   Web of Science ®Google Scholar
• Cheng, K.-H., Liang, J.-C., & Tsai, C.-C. (2013). The role of internet-specific epistemic beliefs and self-regulation in high school students’ online academic help seeking: A structural equation modeling analysis. Journal of Educational Computing Research, 48(4), 469–489. https://doi.org/10.2190/EC.48.4.d
   Web of Science ®Google Scholar
• Cheng, M. M., Chan, K.-W., Tang, S. Y., & Cheng, A. Y. (2009). Pre-service teacher education students’ epistemological beliefs and their conceptions of teaching. Teaching and Teacher Education, 25(2), 319–327. https://doi.org/10.1016/j.tate.2008.09.018
   Web of Science ®Google Scholar
• Chiu, Y.-L., Liang, J.-C., & Tsai, C.-C. (2013). Internet-specific epistemic beliefs and self-regulated learning in online academic information searching. Metacognition and Learning, 8(3), 235–260. https://doi.org/10.1007/s11409-013-9103-x
   Web of Science ®Google Scholar
• Chuang, S.-C., Lin, F.-M., & Tsai, C.-C. (2015). An exploration of the relationship between Internet self-efficacy and sources of Internet self-efficacy among Taiwanese university students. Computers in Human Behavior, 48, 147–155. https://doi.org/10.1016/j.chb.2015.01.044
   Web of Science ®Google Scholar
• Cohen, J. (1988). Statistical power analysis for the behavioral sciences. Lawrence Earlbaum Associates.
   Google Scholar
• Depaepe, F., & König, J. (2018). General pedagogical knowledge, self-efficacy and instructional practice: Disentangling their relationship in pre-service teacher education. Teaching and Teacher Education, 69, 177–190. https://doi.org/10.1016/j.tate.2017.10.003
   Web of Science ®Google Scholar
• Ellis, N. J., Alonzo, D., & Nguyen, H. T. M. (2020). Elements of a quality pre-service teacher mentor: A literature review. Teaching and Teacher Education, 92, 103072. https://doi.org/10.1016/j.tate.2020.103072
   Web of Science ®Google Scholar
• Ertmer, P. A., & Ottenbreit-Leftwich, A. T. (2010). Teacher technology change: How knowledge, confidence, beliefs, and culture intersect. Journal of Research on Technology in Education, 42(3), 255–284. https://doi.org/10.1080/15391523.2010.10782551
   Google Scholar
• Gil-Flores, J., Rodríguez-Santero, J., & Torres-Gordillo, J.-J. (2017). Factors that explain the use of ICT in secondary-education classrooms: The role of teacher characteristics and school infrastructure. Computers in Human Behavior, 68, 441–449. https://doi.org/10.1016/j.chb.2016.11.057
   Web of Science ®Google Scholar
• Güneş, E., & Bahçivan, E. (2018). A mixed research-based model for pre-service science teachers’ digital literacy: Responses to “which beliefs” and “how and why they interact” questions. Computers & Education, 118, 96–106. https://doi.org/10.1016/j.compedu.2017.11.012
   Web of Science ®Google Scholar
• Guzmán-Simón, F., García-Jiménez, E., & López-Cobo, I. (2017). Undergraduate students’ perspectives on digital competence and academic literacy in a spanish university. Computers in Human Behavior, 74, 196–204. https://doi.org/10.1016/j.chb.2017.04.040
   Web of Science ®Google Scholar
• Hefter, M. H., Renkl, A., Riess, W., Schmid, S., Fries, S., & Berthold, K. (2015). Effects of a training intervention to foster precursors of evaluativist epistemological understanding and intellectual values. Learning and Instruction, 39, 11–22. https://doi.org/10.1016/j.learninstruc.2015.05.002
   Web of Science ®Google Scholar
• Hong, H.-Y., Lin, P.-Y., Chai, C. S., Hung, G.-T., & Zhang, Y. (2019). Fostering design-oriented collective reflection among preservice teachers through principle-based knowledge building activities. Computers & Education, 130, 105–120. https://doi.org/10.1016/j.compedu.2018.12.001
   Web of Science ®Google Scholar
• Hong, H.-Y., Lin, P.-Y., & Lee, Y.-H. (2019). Developing effective knowledge-building environments through constructivist teaching beliefs and technology-integration knowledge: A survey of middle-school teachers in northern Taiwan. Learning and Individual Differences, 76, 101787. https://doi.org/10.1016/j.lindif.2019.101787
   Web of Science ®Google Scholar
• Howard, S. K., Tondeur, J., Ma, J., & Yang, J. (2021). What to teach? Strategies for developing digital competency in preservice teacher training. Computers & Education, 165, 104149. https://doi.org/10.1016/j.compedu.2021.104149
   Web of Science ®Google Scholar
• Hu, L., & Bentler, P. M. (1992). Can test statistics in covariance structure analysis be trusted? Psychological Bulletin, 112, 351–362. https://doi.org/10.1037/0033-2909.112.2.351
   PubMed Web of Science ®Google Scholar
• Hughes, J. E., Cheah, Y. H., Shi, Y., & Hsiao, K.-H. (2020). Preservice and inservice teachers’ pedagogical reasoning underlying their most-valued technology-supported instructional activities. Journal of Computer Assisted Learning, 36(4), 549–568. https://doi.org/10.1111/jcal.12425
   Web of Science ®Google Scholar
• Kammerer, Y., Bråten, I., Gerjets, P., & Strømsø, H. I. (2013). The role of internet-specific epistemic beliefs in laypersons’ source evaluations and decisions during Web search on a medical issue. Computers in Human Behavior, 29(3), 1193–1203. https://doi.org/10.1016/j.chb.2012.10.012
   Web of Science ®Google Scholar
• Kim, S. M., & Hannafin, M. J. (2016). Synergies: Effects of source representation and goal instructions on evidence quality, reasoning, and conceptual integration during argumentation-driven inquiry. Instructional Science, 44(5), 441–476. https://doi.org/10.1007/s11251-016-9381-1
   Web of Science ®Google Scholar
• Lee, Y.-H. (2015). Facilitating critical thinking using the C-QRAC collaboration script: Enhancing science reading literacy in a computer-supported collaborative learning environment. Computers & Education, 88, 182–191. https://doi.org/10.1016/j.compedu.2015.05.004
   Web of Science ®Google Scholar
• Lee, Y.-H. (2018a). Internet-based epistemic beliefs, engagement in online activities, and intention for constructivist ICT integration among pre-service teachers. Australasian Journal of Educational Technology, 34, 120–134.
   Web of Science ®Google Scholar
• Lee, Y.-H. (2018b). Scripting to enhance university students’ critical thinking in flipped learning: Implications of the delayed effect on science reading literacy. Interactive Learning Environments, https://doi.org/10.1080/10494820.2017.1372483
   Web of Science ®Google Scholar
• Lee, Y.-H. (2021). Scaffolding university students’ epistemic cognition during multimodal multiple-document reading: The effects of the epistemic prompting and the automated reflection report. The Internet and Higher Education, 49, 100777. https://doi.org/10.1016/j.iheduc.2020.100777
   Web of Science ®Google Scholar
• Lee, Y.-H., & Wu, J.-Y. (2012). The effect of individual differences in the inner and outer states of ICT on engagement in online reading activities and PISA 2009 reading literacy: Exploring the relationship between the old and new reading literacy. Learning and Individual Differences, 22(3), 336–342. https://doi.org/10.1016/j.lindif.2012.01.007
   Web of Science ®Google Scholar
• Lee, Y.-H., & Wu, J.-Y. (2013). The indirect effects of online social entertainment and information seeking activities on reading literacy. Computers & Education, 67, 168–177. https://doi.org/10.1016/j.compedu.2013.03.001
   Web of Science ®Google Scholar
• Lunn Brownlee, J., Ferguson, L. E., & Ryan, M. (2017). Changing teachers’ epistemic cognition: A new conceptual framework for epistemic reflexivity. Educational Psychologist, 52(4), 242–252. https://doi.org/10.1080/00461520.2017.1333430
   Web of Science ®Google Scholar
• MacCallum, R., Lee, T., & Browne, M. W. (2010). The issue of isopower in power analysis for tests of structural equation models. Structural Equation Modeling, 17(1), 23–41. https://doi.org/10.1080/10705510903438906
   Web of Science ®Google Scholar
• Martinovic, D., & Zhang, Z. (2012). Situating ICT in the teacher education program: Overcoming challenges, fulfilling expectations. Teaching and Teacher Education, 28(3), 461–469. https://doi.org/10.1016/j.tate.2011.12.001
   Web of Science ®Google Scholar
• Mason, L., Boldrin, A., & Ariasi, N. (2010). Epistemic metacognition in context: Evaluating and learning online information. Metacognition and Learning, 5(1), 67–90. https://doi.org/10.1007/s11409-009-9048-2
   Web of Science ®Google Scholar
• Muis, K. R. (2007). The role of epistemic beliefs in self-regulated learning. Educational Psychologist, 42(3), 173–190. https://doi.org/10.1080/00461520701416306
   Web of Science ®Google Scholar
• Muis, K. R., & Duffy, M. C. (2013). Epistemic climate and epistemic change: Instruction designed to change students’ beliefs and learning strategies and improve achievement. Journal of Educational Psychology, 105(1), 213. https://doi.org/10.1037/a0029690
   Web of Science ®Google Scholar
• Muthén, L. K., & Muthén, B. O. (2012). Mplus user’s guide. (seventh edition). Muthén & Muthén.
   Google Scholar
• Nasah, A., DaCosta, B., Kinsell, C., & Seok, S. (2010). The digital literacy debate: An investigation of digital propensity and information and communication technology. Educational Technology Research and Development, 58(5), 531–555. https://doi.org/10.1007/s11423-010-9151-8
   Web of Science ®Google Scholar
• Orlando, J. (2013). ICT-mediated practice and constructivist practices: Is this still the best plan for teachers’ uses of ICT? . Technology, Pedagogy and Education, 22(2), 231–246. https://doi.org/10.1080/1475939X.2013.782702
   Web of Science ®Google Scholar
• Pajares, M. F. (1992). Teachers’ beliefs and educational research: Cleaning up a messy construct. Review of Educational Research, 62(3), 307–332. https://doi.org/10.3102/00346543062003307
   Web of Science ®Google Scholar
• Strømsø, H. I., & Bråten, I. (2010). The role of personal epistemology in the self-regulation of internet-based learning. Metacognition and Learning, 5(1), 91–111. https://doi.org/10.1007/s11409-009-9043-7
   Web of Science ®Google Scholar
• Tondeur, J., Roblin, N. P., Braak, J. v., Voogt, J., & Prestridge, S. (2017). Preparing beginning teachers for technology integration in education: Ready for take-off? . Technology, Pedagogy and Education, 26(2), 157–177. https://doi.org/10.1080/1475939X.2016.1193556
   Web of Science ®Google Scholar
• Tondeur, J., Valcke, M., & Van Braak, J. (2008). A multidimensional approach to determinants of computer use in primary education: Teacher and school characteristics. Journal of Computer Assisted Learning, 24(6), 494–506. https://doi.org/10.1111/j.1365-2729.2008.00285.x
   Web of Science ®Google Scholar
• Tondeur, J., Van Braak, J., Sang, G., Voogt, J., Fisser, P., & Ottenbreit-Leftwich, A. (2012). Preparing pre-service teachers to integrate technology in education: A synthesis of qualitative evidence. Computers & Education, 59(1), 134–144. https://doi.org/10.1016/j.compedu.2011.10.009
   Web of Science ®Google Scholar
• Tsai, C.-C, Chuang, S.-C, Liang, J.-C, & Tsai, M.-J. (2011). Self-efficacy in Internet-based learning environments: A literature review. Educational Technology and Society, 14(4), 222–240.
   Web of Science ®Google Scholar
• Uerz, D., Volman, M., & Kral, M. (2018). Teacher educators’ competences in fostering student teachers’ proficiency in teaching and learning with technology: An overview of relevant research literature. Teaching and Teacher Education, 70, 12–23. https://doi.org/10.1016/j.tate.2017.11.005
   Web of Science ®Google Scholar
• Valtonen, T., Kukkonen, J., Kontkanen, S., Mäkitalo-Siegl, K., & Sointu, E. (2018). Differences in pre-service teachers’ knowledge and readiness to use ICT in education. Journal of Computer Assisted Learning, 34(2), 174–182. https://doi.org/10.1111/jcal.12225
   Web of Science ®Google Scholar
• Valtonen, T., Sointu, E., Kukkonen, J., Mäkitalo, K., Hoang, N., Häkkinen, P., Järvelä, S., Näykki, P., Virtanen, A., & Pöntinen, S. (2019). Examining pre-service teachers’ technological pedagogical content knowledge as evolving knowledge domains: A longitudinal approach. Journal of Computer Assisted Learning, 35(4), 491–502. https://doi.org/10.1111/jcal.12353
   Web of Science ®Google Scholar
• Wang, J., An, G., Ma, Y., & Cai, C. (2017). Research on relationships between two kinds of scientific epistemology held by high school science teachers from Beijing and New York. Educational Sciences: Theory & Practice, 17(3), 905–922. https://doi.org/10.12738/estp.2017.3.0207
   Google Scholar
• Yerdelen-Damar, S., Boz, Y., & Aydın-Günbatar, S. (2017). Mediated effects of technology competencies and experiences on relations among attitudes towards technology use, technology ownership, and self efficacy about technological pedagogical content knowledge. Journal of Science Education and Technology, 26(4), 394–405. https://doi.org/10.1007/s10956-017-9687-z
   Web of Science ®Google Scholar
• Zhang, S., & Duke, N. K. (2008). Strategies for Internet reading with different reading purposes: A descriptive study of twelve good Internet readers. Journal of Literacy Research, 40(1), 128–162. https://doi.org/10.1080/10862960802070491
   Web of Science ®Google Scholar