Abstract
Technology will not replace teachers but teachers who use technology will replace those who don’t. The preliminary objective of this study was to measure the ‘level of knowledge’ university professors’ require for integrating technology into their classroom teaching–learning practices. The primary objective was to examine the influence of their background characteristics on this required knowledge. To achieve our desired objectives, using the model of TPACK (Technological, Pedagogical, and Content Knowledge) as a foundation, an online survey was carried out on a sample of (N = 712) professors from 08 universities of Jammu and Kashmir, India. Parametric test results confirmed that the required knowledge of professors who are male, senior by profession, working in a tenure track, and teaching science discipline subjects is significantly higher than the professors who are female, junior by profession, working in a non-tenure track, and teaching social science discipline subjects. Multiple linear regression results confirmed that background variables (except professor’s level of educational qualification) together predict the professors’ required level of knowledge, as 51.7% of the variance in the outcome was explained by the background variables. Policy implications and suggestions for future research are discussed.
Similar content being viewed by others
Availability of data and material
The datasets used and/or analyzed in the current study are available from the corresponding author on reasonable request.
References
Akturk AO, Saka-Ozturk H (2019) Teachers’ TPACK levels and students’ self-efficacy as predictors of students’ academic achievement. Int J Res Educ Sci (IJRES) 5(1):283–294
Alzahrani A (2014) The effects of instructor’s technological pedagogical and content knowledge (TPACK) on online courses (Doctoral dissertation). Texas Tech University, TX. Retrieved from http://hdl.handle.net/2346/58720
Angeli C, Valanides N (2009) Epistemological and methodological issues for the conceptualization, development, and assessment of ICT–TPCK: advances in technological pedagogical content knowledge (TPCK). Comput Educ 52:154–168
Aquino AB (2015) Self-efficacy on technological, pedagogical and content knowledge (TPACK) of biological science pre-service teachers. Asia Pac J Multidiscip Res 3(4):150–157
Baran E, Chuang HH, Thompson A (2011) TPACK: An emerging research and development tool for teacher educators. Turk Online J Educ Technol TOJET 10(4):370–377
Brinkley-Etzkorn KE (2018) Learning to teach online: measuring the influence of faculty development training on teaching effectiveness through a TPACK lens. Internet Higher Educ 38:28–35
Bruce, Peter, Andrew (2017) Pratical statistics for data scientists. O’Relliy Media.
Bueno-Alastuey MC, Villarreal I, García Esteban S (2018) Can telecollaboration contribute to the TPACK development of pre-service teachers? Technol Pedag Educ 1(14)
Çam Ş, Erdamar Koç G (2021a) technological pedagogical content knowledge practices in higher education: first impressions of pre-service teachers. Tech Know Learn 26:123–153. https://doi.org/10.1007/s10758-019-09430-9
Çam S, Erdamar Koç G (2021b) A needs analysis study on technological pedagogical content knowledge of faculty members. Educ Inf Technol 26:5337–5363. https://doi.org/10.1007/s10639-021-10540-0
Canbazoglu-Bilici S, Guzey S, Yamak H (2016) Assessing pre-service science teachers’ technological pedagogical content knowledge (TPACK) through observations and lesson plans. Res Sci Technol Educ 34(2):237–251
Celick I, Sahin I, Akturk AO (2014) Analysis of the relations among the components of technological pedagogical and content knowledge (TPACK): a structural equation model. J Educ Comput Res 51(1):1–22. https://doi.org/10.2190/EC.51.1.a
Cengiz C (2015) The development of TPACK, technology integrated self-efficacy and instructional technology outcome expectations of pre-service physical education teachers. Asia-Pac J Teach Educ 43(5):411–422
Chai CS, Koh JHL (2017) Changing teachers’ TPACK and design beliefs through the scaffold TPACK Lesson Design Model (STLDM). Learn Res Pract 3(2):114–129
Chai CS, Chin CK, Koh JHL, Tan CL (2013a) Exploring Singaporean Chinese language teachers’ technological pedagogical content knowledge and its relationship to the teachers’ pedagogical beliefs. Asia Pac Educ Res 22(4):657–666. https://doi.org/10.1007/s40299-013-0071-3
Chai CS, Koh JHL, Tsai CC (2013b) A review of technological pedagogical content knowledge. J Educ Technol Soc 16:31–51. https://doi.org/10.1111/j.1365-2729.2010.00372.x
Chandra M (2015) The implications of contract teaching in India: a review. Policy Futures Educ 13(2):247–259. https://doi.org/10.1177/1478210314567288
Cheah YH, Chai CS, Toh Y (2019) Traversing the context of professional learning communities: development and implementation of technological pedagogical content knowledge of a primary science teacher. Res Sci Technol Educ 37(2):147–167
Chen YH, Jang SJ (2014) Interrelationship between stages of concern and technological, pedagogical, and content knowledge: a study on Taiwanese senior high school in-service teachers. Comput Human Behav 32:79–91
Cherner T, Smith D (2017) Re-conceptualizing TPACK to meet the needs of twenty-first-century education. N Educator 13(4):329–349
Creswell J (2003) Research design: qualitative, quantitative, and mixed methods approaches, 2nd edn. Sage Publications Inc., Thousand Oaks, CA
Cubeles A, Riu D (2018) The effective integration of ICTs in universities: the role of knowledge and academic experience of professors. Technol Pedagogy Educ 1–11
Dalal M, Archambault L, Shelton C (2017) Professional development for international teachers: examining TPACK and technology integration decision making. J Res Technol Educ 49(3–4):117–133
Dodds S, Hess AC (2020) Adapting research methodology during COVID-19: lessons for transformative service research. J Serv Manag
Fisser P, Voogt J, van Braak J, Tondeur J, Pector JM (2015) Measuring and Assessing TPACK (technological, pedagogical content knowledge). SAGE Encyclop Educ Technol 2:490–493
Freeman A, Adams Becker S, Cummins M, Davis A, Hall Giesinger C (2017) NMC/CoSN horizon report: 2017 K–12 edition. Austin, Texas: The New Media Consortium
Gao P, Chee TS, Wang L, Wong A, Choy D (2011) Self-reflection and pre-service teachers’ technological pedagogical knowledge: Promoting earlier adoption of student-centred pedagogies. Austral J Educ Technol 27(6):997–1013. https://doi.org/10.14742/ajet.925.
Graham CR (2011) Theoretical considerations for understanding technological pedagogical content knowledge (TPACK). Comput Educ 57(3):1953–1960
Guo RX, Dobson T, Petrina S (2008) Digital natives, digital immigrants: an analysis of age and ICT competency in teacher education. J Educ Comput Res 38(3):235–254
Harris J, Wildman A (2021) TPACK Newsletter Issue 44, March, 2021. Retrieved from TPACKNewsletters (wm.edu)
Harris J, Phillips M, Koehler M, Rosenberg J (2017) TPCK/TPACK research and development: Past, present, and future directions. Austral J Educ Technol 33(3):i–viii. https://doi.org/10.14742/ajet.3907
Hofer M, Harris J (2017) Differentiating TPACK-based learning materials for pre-service and in-service teachers. In: Resta P, Smith (eds) Proceedings of society for information technology & teacher education. International Conference 2017, pp 1656–1665
Hong JE (2016) Social studies teachers’ views of ICT integration. RIGEO 6(1):32–48. Retrieved from http://www.rigeo.org/vol6no1/Number1Spring/RIGEO-V6-N1-2.pd
Hue L, Jalil HA (2013) Attitudes towards ICT integration into curriculum and usage among university lecturers in Vietnam. Int J Instruct 6(2):53–66. Retrieved from http://eric.ed.gov/?id=ED544073
Irwanto I (2021) Research trends in technological pedagogical content knowledge (TPACK): a systematic literature review from 2010 to 2021. Eur J Educ Res 10(4):2045–2054. https://doi.org/10.12973/eujer.10.4.2045
Joo YJ, Park S, Lim E (2018) Factors influencing pre-service teachers’ intention to use technology: TPACK, teacher self-efficacy, and technology acceptance model. J Educ Technol Soc 21(3):48–59
Kimmons R, Graham CR, West RE (2020) The PICRAT model for technology integration in teacher preparation. Contemp Issues Technol Teach Educ 20(1):176–198
Knolton DV (2014) Technological, pedagogical, content knowledge (TPACK): an exploratory study of adjunct faculty technology proficiency (Doctoral dissertation). Kansas State University, KS. Retrieved from http://hdl.handle.net/2097/18695
Koehler MJ, Mishra P, Cain W (2013) What is technological pedagogical content (TPACK)? J Educ 193(3):13–19. https://doi.org/10.1177/002205741319300303
Koehler MJ, Mishra P, Kereluik K, Shin TS, Graham CR (2014) The technological pedagogical content knowledge framework. In: Handbook of research on educational communications and technology. Springer, New York, NY, pp 101–111. https://doi.org/10.1007/978-1-4614-3185-5_9
Koh JHL, Chai CS, Tsai CC (2010) Examining the technological pedagogical content knowledge of Singapore pre-service teachers with a large-scale survey. J Comput Assist Learn 26(6):563–573
Koh JHL, Chai CS, Benjamin W, Hong HY (2015) Technological pedagogical content knowledge (TPACK) and design thinking: a framework to support ICT lesson design for 21st century learning. Asia Pac Educ Res 24(3):535–543
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):1–21
Liao YC (2007) Effects of computer-assisted instruction on students’ achievement in Taiwan: a meta-analysis. Comput Educ
Lin TC, Tsai CC, Chai CS, Lee MH (2013) Identifying science teachers’ perceptions of TPACK. J Sci Educ Technol 22(3):325–336. https://doi.org/10.1007/s10956-012-9396-6
Luik P, Taimalu M, Suviste R (2018) Perceptions of technological, pedagogical and content knowledge (TPACK) among pre-service teachers in Estonia. Educ Inf Technol 23(2):741–755
Lye LT (2013) Opportunities and challenges faced by private higher education institution using the TPACK model in Malaysia. Proc Soc Behav Sci 91:294–305. https://doi.org/10.1016/j.sbspro.2013.08.426
Mishra P (2019) Considering contextual knowledge: the TPACK diagram gets an upgrade. J Digit Learn Teacher Educ 35(2):76–78. https://doi.org/10.1080/21532974.2019.1588611
Mishra P, Koehler MJ (2006) Technological pedagogical content knowledge: a framework for integrating technology in teacher knowledge. Teachers College Rec 108(6):1017–1054. https://www.learntechlib.org/p/99246/.
Moreno JR, Montoro MA, Colón AM, Steffens K (2019) Changes in teacher training within the TPACK model framework: a systematic review. Sustainability 11(7). https://doi.org/10.3390/su11071870
Niess ML (2011) Investigating TPACK: knowledge growth in teaching with technology. J Educ Comput Res 44(3):299–317
Pamuk S (2011) Understanding pre-service teachers’ technology use through TPACK framework. J Comput Assist Learn 28(5):425–439. https://doi.org/10.1111/j.1365-2729.2011.00447.x
Petko D, Prasse D, Cantieni A (2018) The interplay of school readiness and teacher readiness for educational technology integration: a structural equation model. Comput Sch 35(1):1–18. https://doi.org/10.1080/07380569.2018.1428007
Puentedura R (2013) SAMR and TPCK: An Introduction. http://www.hippasus.com/rrpweblog/archives/2013/03/28/SAMRandTPCK_AnIntroduction.pdf. Accessed 10 Jul 2021.
Roblyer MD (2006) Integrating educational technology into teaching, 5th edn. Pearson Merrill Prentice Hall, Upper Saddle River, NJ
Rodríguez Moreno J, Agreda Montoro M, Ortiz Colón A (2019) Changes in teacher training within the TPACK model framework: a systematic review. Sustainability 11(7):1870. https://doi.org/10.3390/su11071870
Rosenberg JM, Koehler MJ (2015) Context and technological pedagogical content knowledge (TPACK): a systematic review. J Res Technol Educ 47(3):186–210. https://doi.org/10.1080/15391523.2015.1052663
Sadaf A, Newby T, Ertmer P (2012) Exploring pre-service teachers’ beliefs about using web 2.0 technologies in K-12 classroom. Comput Educ 59(3):937–945. https://doi.org/10.1016/j.compedu.2012.04.001
Scherer R, Tondeur J, Siddiq F (2017) On the quest for validity: testing the factor structure and measurement invariance of the technology-dimensions in the TPACK model. Comput Educ 112:1–17
Schmid M, Brianza E, Petko D (2020) Technological pedagogical content knowledge short questionnaire (TPACK.xs). APA PsycTests. https://doi.org/10.1037/t82426-000
Sengupta S (2022) Possibilities and challenges of online education in India during the COVID-19 pandemic. Int J Web Based Learn Teach Technol 17(4). https://doi.org/10.4018/IJWLTT.285567
Shulman L (1986) Those who understand: knowledge growth in teaching. Educ Res 15(2):4–14. https://doi.org/10.3102/0013189X015002004
Tamim RM, Bernard RM, Borokhovski E, Abrami PC, Schmid RF (2011) What forty years of research says about the impact of technology on learning: a second-order meta-analysis and validation study. Rev Educ Res 81:4–28. https://doi.org/10.3102/0034654310393361
Toledo C (2005) A five-stage model of computer technology infusion into teacher education curriculum. Contemp Issues Technol Teach Educ 5(2):177–191
Tondeur J, Aesaert K, Prestridge S, Consuegra E (2018) A multilevel analysis of what matters in the training of pre-service teacher’s ICT competencies. Comput Educ 122:32–42
Townsend E, Nielsen E, Allister R, Cassidy SA (2020) Key ethical questions for research during the COVID-19 pandemic. Lancet Psychiatry 7(5):381–383
Tseng JJ, Chai CS, Tan L, Park M (2020) A critical review of research on technological pedagogical and content knowledge (TPACK) in language teaching. Comput Assist Lang Learn. https://doi.org/10.1080/09588221.2020.1868531
Uttley J (2019) Power analysis, sample size and assessment of statistical assumptions-improving the evidential value of lighting research. LEUKOS 15(2):143–162
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. J Comput Assist Learn 34(2):174–182
Valtonen T, Kukkonen J, Kontkanen S, Sormunen K, Dillon P, Sointu E (2015) The impact of authentic learning experiences with ICT on pre-service teachers’ intentions to use ICT for teaching and learning. Comput Educ 81:49–58
Vanderlinde R, Van Braak J (2010) The e-capacity of primary schools: development of a conceptual model and scale construction from a school improvement perspective. Comput Educ 55(2):541–553
Voogt J, McKenney S (2017) TPACK in teacher education: are we preparing teachers to use technology for early literacy? Technol Pedagog Educ 26(1):69–83. https://doi.org/10.1080/1475939X.2016.1174730
Voogt J, Fisser P, Pareja N, Tondeur J, van Braak J (2013) Technological pedagogical content knowledge—a review of the literature. J Comput Assist Learn 29:109–121. https://doi.org/10.1111/j.1365-2729.2012.00487.x
Willermark S (2018) Technological pedagogical and content knowledge: a review of empirical studies published from 2011 to 2016. J Educ Comput Rese 56(3):315–343. https://doi.org/10.1177/0735633117713114
Wu YT (2013) Research trends in technological pedagogical content knowledge (TPACK) research: a review of empirical studies published in selected journals from 2002 to 2011. Br J Educ Technol 44(3):E73–E76. https://doi.org/10.1111/j.1467-8535.2012.01349.x
Acknowledgements
I express sincere thanks to the participants in this study for their contribution to the data collection process.
Funding
No funding was received.
Author information
Authors and Affiliations
Contributions
The whole manuscript (data collection, analysis, and report writing) for the publication was prepared by the only author (first as well corresponding) Gowhar Rashid Ganie.
Corresponding author
Ethics declarations
Conflict of interest
All authors read and approved the final manuscript. There is no conflict of interest. The interest is in understanding the technology integration of teachers in their classroom teaching practices.
Ethical statement
The authors declare that this study followed all the applicable research ethics.
Informed consent
Informed consent was obtained from all the individual participants included in the study.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Ganie, G.R. Teaching with technology: does professors’ background matter?. SN Soc Sci 3, 104 (2023). https://doi.org/10.1007/s43545-023-00696-6
Received:
Accepted:
Published:
DOI: https://doi.org/10.1007/s43545-023-00696-6