Teachers do not consistently maximize the potential of classroom technologies for enhancing student learning. As their self-efficacy is positively associated with technology integration, developing teachers’ self-efficacy could increase high-quality integration. We investigate how a holistic system of professional learning about technology integration including formal, informal, and independent professional learning might allow for access to and prompt reflection on self-efficacy source information. We interviewed six middle school math and science teachers from two schools where leadership teams participated in a leadership development program aiming to ultimately support teachers’ technology integration. To gather the teachers’ perspectives, we asked them to reflect on and explain visual displays of their reported confidence in technologies and frequency of professional learning. Through core assertions, we suggest a holistic system of learning supports teachers’ access to three sources of self-efficacy information (verbal persuasion, vicarious experiences, and mastery experiences) and prompts teachers’ reflection on source information such that it can impact their self-efficacy. We make recommendations for leaders to operate on these findings, as leaders are responsible for fostering the conditions necessary for teachers’ effective technology integration, as well as recommendations for future research to increase the generalizability and depth of understanding.
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Angeli, C., & Valanides, N. (2018). Knowledge base for information and communication technology in education. In J. Voogt, G. Knezek, R. Christensen, & K.-W. Lai (Eds.), Second handbook of information technology in primary and secondary education (pp. 1–17). Cham: Springer. https://doi.org/10.1007/978-3-319-71054-9_26.
Avalos, B. (2011). Teacher professional development in teaching and teacher education over ten years. Teaching and Teacher Education,27(1), 10–20. https://doi.org/10.1016/j.tate.2010.08.007.
Bandura, A. (1989). Human agency in social cognitive theory. The American Psychologist,44(9), 1175–1184. https://doi.org/10.1037/0003-066x.44.9.1175.
Bandura, A. (1997). Self-efficacy: The exercise of control. New York: W.H. Freeman and Company.
Bicer, A., & Capraro, R. M. (2017). Longitudinal effects of technology integration and teacher professional development on students’ mathematics achievement. EURASIA Journal of Mathematics Science and Technology Education,13, 815–833. https://doi.org/10.12973/eurasia.2017.00645a.
Bill and Melinda Gates Foundation. (2014). Teachers know best: Teachers’ views on professional development. Retrieved from https://s3.amazonaws.com/edtechproduction/reports/Gates-PDMarketResearch-Dec5.pdf.
Blanchard, M. R., LePrevost, C. E., Tolin, A. D., & Gutierrez, K. S. (2016). Investigating technology-enhanced teacher professional development in rural, high-poverty middle schools. Educational Researcher,45, 207–220. https://doi.org/10.3102/0013189X16644602.
Camburn, E. M., & Won Han, S. (2017). Teachers’ professional learning experiences and their engagement in reflective practice: A replication study. School Effectiveness and School Improvement,28, 527–554. https://doi.org/10.1080/09243453.2017.1302968.
Chesnut, S. R., & Burley, H. (2015). Self-efficacy as a predictor of commitment to the teaching profession: A meta-analysis. Educational Research Review,15, 1–16. https://doi.org/10.1016/j.edurev.2015.02.001.
Crabtree, B. F., & Miller, W. L. (1999). Doing qualitative research. Thousand Oaks, CA: Sage Publications.
Desimone, L. M., & Garet, M. S. (2015). Best practices in teachers’ professional development in the United States. Psychology, Society, & Education,7, 252–263.
Dexter, S. (2018). The role of leadership for information technology in education: Systems of practices. In J. Voogt, G. Knezek, R. Christensen, & K.-W. Lai (Eds.), Second handbook of information technology in primary and secondary education (pp. 1–16). New York: Springer. https://doi.org/10.1007/978-3-319-71054-9_32.
Dexter, S., Barton, E., Anderson Morgan, M., & Meyers, J. P. (2016). Relative uses, impact, and uses of formal, informal, and independent learning to integrate technology. Society for Information Technology and Teacher Education, pp. 1195–1202.
EducationSuperHighway (2017). 2017 state of the states: Fulfilling our promise to America’s students. Retrieved from http://stateofthestates.educationsuperhighway.org.
Ertmer, P. A., Ottenbreit-Leftwich, A. T., Sadik, O., Sendurur, E., & Sendurur, P. (2012). Teacher beliefs and technology integration practices: A critical relationship. Computers & Education,59, 423–435. https://doi.org/10.1016/j.compedu.2012.02.001.
Fackler, S., & Malmberg, L. E. (2016). Teachers’ self-efficacy in 14 OECD countries: Teacher, student group, school and leadership effects. Teaching and Teacher Education,56, 185–195. https://doi.org/10.1016/j.tate.2016.03.002.
Farrell, T. S. C., & Jacobs, G. M. (2016). Practicing what we preach: Teacher reflection groups on cooperative learning. TESL-Electronic Journal,19(February), 1–9.
Fisher, T. (2006). Educational transformation: Is it, like “beauty”, in the eye of the beholder, or will we know it when we see it? Education and Information Technologies,11, 293–303. https://doi.org/10.1007/s10639-006-9009-1.
Garrison, D. R. (1997). Self-directed learning: Toward a comprehensive model. Adult Education Quarterly,48, 18–33. https://doi.org/10.1177/074171369704800103.
Gerard, L. F., Varma, K., Corliss, S. B., & Linn, M. C. (2011). Professional development for technology-enhanced inquiry science. Review of Educational Research,81, 408–448. https://doi.org/10.3102/0034654311415121.
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.
Glaser, B. G. (1965). The constant comparative method of qualitative analysis. Social Problems,12, 436–445.
Graves, K. E., & Bowers, A. J. (2018). Toward a typology of technology-using teachers in the “new digital divide ‘: A latent class analysis of the NCES Fast Response Survey System teachers’’’ use of educational technology U.S. public schools, 2009 (FRSS 95).’”. Teachers College Record,120(8), 1–42.
Hattie, J., & Timperley, H. (2007). The power of feedback. Review of Educational Research,77, 81–112. https://doi.org/10.3102/003465430298487.
Heath, M. K. (2017). Teacher-initiated one-to-one technology initiatives: How teacher self-efficacy and beliefs help overcome barrier thresholds to implementation. Computers in the Schools,34, 88–106. https://doi.org/10.1080/07380569.2017.1305879.
Hegedus, S. J., Dalton, S., & Tapper, J. R. (2015). The impact of technology-enhanced curriculum on learning advanced algebra in US high school classrooms. Educational Technology Research and Development,63, 203–228. https://doi.org/10.1007/s11423-015-9371-z.
Holden, H., & Rada, R. (2011). Understanding the influence of perceived usability and technology self-efficacy on teachers’ technology acceptance. Journal of Research on Technology in Education,43, 343–367.
Holzberger, D., Philipp, A., & Kunter, M. (2013). How teachers’ self-efficacy is related to instructional quality: A longitudinal analysis. Journal of Educational Psychology,105, 774–786. https://doi.org/10.1037/a0032198.
Howard, S. K., Curwood, J. S., & McGraw, K. (2018). Leaders fostering teachers’ learning environments for technology integration. In Second Handbook of Information Technology in Primary and Secondary Education, pp. 1–19.
Inan, F. A., & Lowther, D. L. (2010). Factors affecting technology integration in K-12 classrooms: A path model. Educational Technology Research and Development,58, 137–154. https://doi.org/10.1007/s11423-009-9132-y.
Irving, K. E., Pape, S. J., Owens, D. T., Abrahamson, L., Silver, D., & Sanalan, V. A. (2016). Classroom connectivity and algebra 1 achievement: A three-year longitudinal study. Journal of Computers in Mathematics and Science Teaching,35, 131–151.
Jones, W. M., & Dexter, S. (2014). How teachers learn: The roles of formal, informal, and independent learning. Educational Technology Research and Development,62, 367–384. https://doi.org/10.1007/s11423-014-9337-6.
Jones, W. M., & Dexter, S. (2016). Conceptualizing school-based teacher learning from teachers’ points of view: Holistically leveraging formal, informal, and independent learning activities. Vancouver, BC: In EdMedia.
Jones, M., & Dexter, S. (2018). Teacher perspectives on technology integration professional development: Formal, informal, and independent learning activities. Journal of Educational Multimedia and Hypermedia,27, 83–102.
Klassen, R. M., & Chiu, M. M. (2010). Effects on teachers’ self-efficacy and job satisfaction: Teacher gender, years of experience, and job stress. Journal of Educational Psychology,102, 741–756. https://doi.org/10.1037/a0019237.
Klassen, R. M., & Tze, V. M. C. (2014). Teachers’ self-efficacy, personality, and teaching effectiveness: A meta-analysis. Educational Research Review,12, 59–76. https://doi.org/10.1016/j.edurev.2014.06.001.
Knowles, M. (1975). Self-directed learning: A guide for learners and teachers. New York: Association Press.
Leithwood, K. (2012). The Ontario leadership framework with a discussion of the research foundations. Toronto: Ministry of Education.
Leithwood, K., Patten, S., & Jantzi, D. (2010). Testing a conception of how school leadership influences student learning. Educational Administration Quarterly,46, 671–706. https://doi.org/10.1177/0013161X10377347.
Li, L., Worch, E., Aguiton, R., & Zhou, Y. (2015). How and why digital generation teachers use technology in the classroom: An explanatory sequential mixed methods study. International Journal for the Scholarship of Teaching and Learning,9(2), 1–9. https://doi.org/10.20429/ijsotl.2015.090209.
Liu, F., Ritzhaupt, A. D., Dawson, K., & Barron, A. E. (2017). Explaining technology integration in K-12 classrooms: A multilevel path analysis model. Educational Technology Research and Development,65, 795–813. https://doi.org/10.1007/s11423-016-9487-9.
Luttenberg, J., Meijer, P., & Oolbekkink-Marchand, H. (2017). Understanding the complexity of teacher reflection in action research. Educational Action Research,0792, 1–15. https://doi.org/10.1080/09650792.2015.1136230.
Mohamadi, F. S., & Asadzadeh, H. (2012). Testing the mediating role of teachers’ self-efficacy beliefs in the relationship between sources of efficacy information and students’ achievement. Asia Pacific Education Review,13, 427–433. https://doi.org/10.1007/s12564-011-9203-8.
Morris, D. B., Usher, E. L., & Chen, J. A. (2017). Reconceptualizing the sources of teaching self-efficacy: A critical review of emerging literature. Educational Psychology Review,29, 795–833. https://doi.org/10.1007/s10648-016-9378-y.
Murphy, J. (2017). Creating communities of professionalism: Addressing cultural and structural barriers. In K. Leithwood, J. Sun, & K. Pollock (Eds.), How school leaders contribute to student success. Studies in Educational Leadership (Vol. 23). Cham: Springer. https://doi.org/10.1007/978-3-319-50980-8_11.
Palmer, D. (2011). Sources of efficacy information in an inservice program for elementary teachers. Science Education,95, 577–600. https://doi.org/10.1002/sce.20434.
Patton, M. Q. (1990). Qualitative evaluation and research methods (2nd ed.). Newbury Park, CA: Sage Publications.
Pearson (2015). Student mobile device survey 2015: National report: Students in grades 4–12. (2015). Retrieved from https://www.pearsoned.com/wp-content/uploads/2015-Pearson.
Pelgrum, W. J., & Voogt, J. (2009). School and teacher factors associated with frequency of ICT use by mathematics teachers: Country comparisons. Education and Information Technologies,14(4), 293–308. https://doi.org/10.1007/s10639-009-9093-0.
Perry, D. R., & Steck, A. K. (2015). Increasing student engagement, self-efficacy, and meta-cognitive self-regulation in the high school geometry classroom: Do iPads help? Computers in the Schools,32, 122–143. https://doi.org/10.1080/07380569.2015.1036650.
Petko, D., Prasse, D., & Cantieni, A. (2018). The interplay of school readiness and teacher readiness for educational technology integration: A structural equation model. Computers in the Schools,35, 1–18. https://doi.org/10.1080/07380569.2018.1428007.
Pittman, T., & Gaines, T. (2015). Technology integration in third, fourth and fifth grade classrooms in a Florida school district. Educational Technology Research and Development,63, 539–554. https://doi.org/10.1007/s11423-015-9391-8.
Prestridge, S., & Main, K. (2018). Teachers as drivers of their professional learning through teams, communities and networks. In J. Voogt, et al. (Eds.), Second handbook of information technology in primary and secondary education. New York: Springer.
Prestridge, S., & Tondeur, J. (2015). Exploring elements that support teachers’ engagement in online professional development. Education Sciences,5, 199–219. https://doi.org/10.3390/educsci5030199.
Ross, J., & Bruce, C. (2007). Professional development effects on teacher efficacy: Results of randomized field trial. The Journal of Educational Research,101, 50–60. https://doi.org/10.3200/JOER.101.1.50-60.
Ruggiero, D., & Mong, C. J. (2015). The teacher technology integration experience: Practice and reflection in the classroom. Journal of Information Technology Education: Research,14, 161–178.
Skaalvik, E. M., & Skaalvik, S. (2014). Teacher self-efficacy and perceived autonomy: Relations with teacher engagement, job satisfaction, and emotional exhaustion. Psychological Reports,114, 68–77. https://doi.org/10.2466/14.02.PR0.114k14w0.
Spillane, J. P., Halverson, R., & Diamond, J. B. (2001). Investigating school leadership practice: A distributed perspective. Educational Research,30(3), 23–28. https://doi.org/10.3102/0013189X030003023.
Straub, E. T. (2009). Understanding technology adoption: Theory and future directions for informal learning. Review of Educational Research,79, 625–649. https://doi.org/10.3102/0034654308325896.
Thacker, E. S. (2015). “PD is where teachers are learning!” High school social studies teachers’ formal and informal professional learning. The Journal of Social Studies Research,41, 1–16. https://doi.org/10.1016/j.jssr.2015.10.001.
TNTP. (2015). The mirage: Confronting the hard truth about our quest for teacher development. Retrieved from http://tntp.org/assets/documents/TNTP-Mirage_2015.pdf.
Tondeur, J., Forkosh-Baruch, A., Prestridge, S., Albion, P., & Edirisinghe, S. (2016). Responding to challenges in teacher professional development for ICT integration in education. Educational Technology & Society,19(3), 110–120.
Tondeur, J., van Braak, J., Ertmer, P. A., & Ottenbreit-Leftwich, A. (2017). Understanding the relationship between teachers’ pedagogical beliefs and technology use in education: A systematic review of qualitative evidence. Educational Technology Research and Development,65, 555–575. https://doi.org/10.1007/s11423-016-9481-2.
Tschannen-Moran, M., & McMaster, P. (2009). Sources of self-efficacy: Four professional development formats and their relationship to self-efficacy and implementation of a new teaching strategy. The Elementary School Journal,110, 228–245. https://doi.org/10.1086/605771.
Tschannen-Moran, M., & Woolfook Hoy, A. (2001). Teacher efficacy: Capturing an elusive construct. Teaching and Teacher Education,17, 783–805. https://doi.org/10.1016/S0742-051X(01)00036-1.
Tschannen-Moran, M., & Woolfook Hoy, A. (2007). The differential antecedents of self-efficacy beliefs of novice and experienced teachers. Teaching and Teacher Education,23, 944–956. https://doi.org/10.1016/j.tate.2006.05.003.
van Broekhuizen, L. (2016). The paradox of classroom technology: Despite proliferation and access, students not using technology for learning. Retrieved from http://www.advanc-ed.org/sites/default/files/AdvancED_eleot_Classroom_Tech_Report.pdf.
Yoo, J. H. (2016). The effect of professional development on teacher efficacy and teachers’ self-analysis of their efficacy change. Journal of Teacher Education for Sustainability,18(1), 84–94. https://doi.org/10.1515/jtes-2016-0007.
This study was funded by the Institute of Education Sciences, U.S. Department of Education under Grant R305A110913 and the Curry School Research and Development Fund under the Innovative, Developmental, Exploratory Award.
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Barton, E.A., Dexter, S. Sources of teachers’ self-efficacy for technology integration from formal, informal, and independent professional learning. Education Tech Research Dev 68, 89–108 (2020). https://doi.org/10.1007/s11423-019-09671-6
- Teacher professional development
- Technology integration
- Informal learning
- Independent learning
- Teacher reflection