Abstract
The purpose of this study was to explore the relationship between online instructors’ pedagogical beliefs and their choices of online learning activities. Data were collected from 167 faculty members with the use of online instructors’ pedagogical beliefs and student learning activities surveys at a medium-sized masters-level public university located in the western United States. A canonical correlation was conducted to determine whether relationships existed between the pedagogical beliefs and enacted online learning activities. Results showed that participating instructors had more student-centered beliefs than teacher-directed beliefs. Most instructors implemented activities such as reading textbooks, articles, and lecture notes frequently or extensively, whereas student-centered practices such as collaborative projects and peer review or feedback were implemented less frequently. Furthermore, the analysis revealed that online courses tend to include more student-centered activities when instructors lean more toward constructivist pedagogical beliefs. However, the data showed that student-centered beliefs co-exist with traditional teaching practices. The results of this study may be useful for online educators, professional development professionals, instructional designers, and administrators supporting online programs who aim to influence faculty’s beliefs to derive more learner-centered education.
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References
Abdel-Rahim, H. (2021). The effectiveness of online teaching and learning tools: Students’ perceptions of usefulness in an upper-level accounting course. Learning and Teaching, 14(3), 52–69. https://doi.org/10.3167/latiss.2021.140304
Abdi, H., Guillemot, V., Eslami, A., & Beaton, D. (2017). Canonical correlation analysis. In R. Alhajj & J. Rokne (Eds.), Encyclopedia of social network analysis and mining (pp. 1–16). New York: Springer.
Alexander, K. P. (2013). The usability of print and online video instructions. Technical Communication Quarterly, 22(3), 237–259. https://doi.org/10.1080/10572252.2013.775628
An, Y., & Mindrila, D. (2020). Strategies and tools used for learner-centered instruction. International Journal of Technology in Education and Science, 4(2), 133–143. https://doi.org/10.46328/ijtes.v4i2.74
An, Y., & Reigeluth, C. (2011). Creating technology-enhanced, learner-centered classrooms: K-12 teachers’ beliefs, perceptions, barriers, and support needs. Journal of Digital Learning in Teacher Education, 28(2), 54–62. https://doi.org/10.1080/21532974.2011.10784681
Aragon, A., Culpepper, S. A., McKee, M. W., & Perkins, M. (2014). Understanding profiles of preservice teachers with different levels of commitment to teaching in urban schools. Urban Education, 49(5), 543–573. https://doi.org/10.1177/0042085913481361
Becker, H. J. (2000). Findings from the teaching, learning, and computing survey: Is Larry Cuban right? Education Policy Analysis Archives, 8, 51. https://doi.org/10.14507/epaa.v8n51.2000
Bice, H., & Tang, H. (2022). Teachers’ beliefs and practices of technology integration at a school for students with dyslexia: A mixed methods study. Education and Information Technologies, 27(7), 10179–10205. https://doi.org/10.1007/s10639-022-11044-1
Boettcher, J. V., & Conrad, R.-M. (2010). The online teaching survival guide: Simple and practical pedagogical tips (1st ed.). Jossey-Bass.
Buehl, M. M., & Fives, H. (2009). Exploring teachers’ beliefs about teaching knowledge: Where does it come from? Does it change? The Journal of Experimental Education, 77(4), 367–407. https://doi.org/10.3200/JEXE.77.4.367-408
Campbell, K. T., & Taylor, D. L. (1996). Canonical correlation analysis as a general linear model: A heuristic lesson for teachers and students. The Journal of Experimental Education, 64(2), 157–171. https://doi.org/10.1080/00220973.1996.9943801
Chan, K. (2004). Preservice teachers’ epistemological beliefs and conceptions about teaching and learning: Cultural implications for research in teacher education. Australian Journal of Teacher Education. https://doi.org/10.14221/ajte.2004v29n1.1
Chang, C., Shen, H. Y., & Liu, E. Z. F. (2014). University faculty’s perspectives on the roles of e-instructors and their online instruction practice. The International Review of Research in Open and Distance Learning, 15(3), 72–92. https://doi.org/10.19173/irrodl.v15i3.1654
Cheng, S. L., Chen, S. B., & Chang, J. C. (2021). Examining the multiplicative relationships between teachers’ competence, value and pedagogical beliefs about technology integration. British Journal of Educational Technology, 52(2), 734–750. https://doi.org/10.1111/bjet.13052
Chien, S.-P., Wu, H.-K., & Hsu, Y.-S. (2014). An investigation of teachers’ beliefs and their use of technology-based assessments. Computers in Human Behavior, 31, 198–210. https://doi.org/10.1016/j.chb.2013.10.037
Coker, H. (2018). Purpose, pedagogy and philosophy: “Being” an online lecturer. The International Review of Research in Open and Distributed Learning, 19(5), 128–144. https://doi.org/10.19173/irrodl.v19i5.3312
D’Souza, R., Parveen, R., Chupradit, S., Velasco, L. G., Arcinas, M., Tabuena, A., Pentang, J., & Ventayen, R. J. M. (2021). Language teachers’ pedagogical orientations in integrating technology in the online classroom: Its effect on students motivation and engagement. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.3844678
Darius, P. S. H., Gundabattini, E., & Solomon, D. G. (2021). A survey on the effectiveness of online teaching–learning methods for university and college students. Journal of the Institution of Engineers, 102(6), 1325–1334. https://doi.org/10.1007/s40031-021-00581-x
Dattalo, P. V. (2014). A demonstration of canonical correlation analysis with orthogonal rotation to facilitate interpretation (School of Social Work). Virginia Commonwealth University.
Dipietro, M. (2010). Virtual school pedagogy: The instructional practices of k-12 virtual school teachers. Journal of Educational Computing Research, 42(3), 327–354. https://doi.org/10.2190/EC.42.3.e
Dirkin, K. H. (2008). Three professors teaching online: The realization of teaching perspectives [Ph.D., Michigan State University]. https://search.proquest.com/docview/304581245/abstract/8809829E5EB7413CPQ/1
Djajalaksana, Y. M. (2011). A national survey of instructional strategies used to teach information systems courses: An exploratory investigation. University of South Florida.
Djajalaksana, Y. M., Dedrick, R. F., & Eison, J. A. (2013). Factors that associate with the selection of instructional strategies in information systems discipline. Bali: Information Systems International Conference.
Ertmer, P. A. (2005). Teacher pedagogical beliefs: The final frontier in our quest for technology integration? Educational Technology Research & Development, 53, 25–39. https://doi.org/10.1007/BF02504683
Ertmer, P. A., Addison, P., Lane, M., Ross, E., & Woods, D. (1999). Examining teachers’ beliefs about the role of technology in the elementary classroom. Journal of Research on Computing in Education, 32(1), 54–72. https://doi.org/10.1080/08886504.1999.10782269
Ertmer, P. A., & Newby, T. J. (2013). Behaviorism, cognitivism, constructivism: Comparing critical features from an instructional design perspective. Performance Improvement Quarterly, 26(2), 43–71. https://doi.org/10.1002/piq.21143
Fischer, E., & Hänze, M. (2020). How do university teachers’ values and beliefs affect their teaching? Educational Psychology, 40(3), 296–317. https://doi.org/10.1080/01443410.2019.1675867
Fives, H., & Buehl, M. M. (2012). Spring cleaning for the “messy” construct of teachers’ beliefs: What are they? Which have been examined? What can they tell us? In K. R. Harris, S. Graham, T. Urdan, S. Graham, J. M. Royer, & M. Zeidner (Eds.), APA educational psychology handbook (pp. 471–499). American Psychological Association.
Gao, Y., & Cui, Y. (2022). English as a foreign language teachers’ pedagogical beliefs about teacher roles and their agentic actions amid and after covid-19: A case study. RELC Journal. https://doi.org/10.1177/00336882221074110
Garthwait, A., & Weller, H. G. (2005). A year in the life. Journal of Research on Technology in Education, 37(4), 361–377. https://doi.org/10.1080/15391523.2005.10782443
Gebre, E., Saroyan, A., & Bracewell, R. (2014). Students’ engagement in technology rich classrooms and its relationship to professors’ conceptions of effective teaching. British Journal of Educational Technology, 45(1), 83–96. https://doi.org/10.1111/bjet.12001
Gibbons, R. E., Villafañe, S. M., Stains, M., Murphy, K. L., & Raker, J. R. (2018). Beliefs about learning and enacted instructional practices: An investigation in postsecondary chemistry education. Journal of Research in Science Teaching, 55(8), 1111–1133. https://doi.org/10.1002/tea.21444
Grant, P., & Pope, E. (2022). Student preferences in using affordable learning materials to teach research methods online. International Journal for the Scholarship of Teaching and Learning. https://doi.org/10.20429/ijsotl.2022.160305
Hattie, J. A. C., & Donoghue, G. M. (2016). Learning strategies: A synthesis and conceptual model. Npj Science of Learning. https://doi.org/10.1038/npjscilearn.2016.13
Holzweiss, P. C., Joyner, S. A., Fuller, M. B., Henderson, S., & Young, R. (2014). Online graduate students’ perceptions of best learning experiences. Distance Education, 35(3), 311–323. https://doi.org/10.1080/01587919.2015.955262
Horton, W. (2011). E-learning by design. John Wiley & Sons.
Inan, F., & Bolliger, D. U. (2020). Validation of Online Teachers‘ Pedagogical Beliefs Survey [Paper presentation]. Association for Educational Communications & Technology Annual Conference, Jacksonville, FL, United States.
Inan, F. A., & Bolliger, D. (2013, October). Relationship between teachers’ pedagogical beliefs and choices of online course activities [Paper presentation]. Association for Educational Communications & Technology Annual Conference, Anaheim, CA, United States.
Inan, F. A., & Bolliger, D. U. (2023). Online instructor clusters: Implementation frequency of instructional activities. Education and Information Technologies, 28(11), 13696–13986. https://doi.org/10.1007/s10639-023-11721-9
Inan, F. A., Lowther, D. L., Ross, S. M., & Strahl, D. (2010). Pattern of classroom activities during students’ use of computers: Relations between instructional strategies and computer applications. Teaching and Teacher Education, 26(3), 540–546. https://doi.org/10.1016/j.tate.2009.06.017
Jackson, S. (2014). Student reflections on multimodal course content delivery. Reference Services Review, 42(3), 467–483. https://doi.org/10.1108/RSR-05-2014-0011
Jenkins, D. M. (2012). Exploring signature pedagogies in undergraduate leadership education. Journal of Leadership Education, 11(1), 1–27. https://doi.org/10.12806/V11/I1/RF1
Johnson, N., Seaman, J., & Veletsianos, G. (2021). Teaching during a pandemic. Bay View Analytics. https://files.eric.ed.gov/fulltext/ED617176.pdf
Jonassen, D. H., Peck, K. L., & Wilson, B. G. (1999). Learning with technology: A constructivist perspective. Prentice Hall.
Justus, M. (2017). The role of pedagogical beliefs in emerging technology integration: An exploratory case study of faculty perspectives. The Qualitative Report, 22(2), 499–526. https://doi.org/10.46743/2160-3715/2017.2478
Kagan, D. M. (1992). Implications of research on teacher belief. Educational Psychologist, 27, 65–90. https://doi.org/10.1207/s15326985ep2701_6
Kaymakamoglu, S. E. (2017). Teachers’ beliefs, perceived practice and actual classroom practice in relation to traditional (teacher-centered) and constructivist (learner-centered) teaching (note 1). Journal of Education and Learning, 7(1), 29. https://doi.org/10.5539/jel.v7n1p29
Knoeppel, R. C., Verstegen, D. A., & Rinehart, J. S. (2007). What is the relationship between resources and student achievement? A canonical analysis. Journal of Education Finance, 33(2), 183–202. http://www.jstor.org/stable/40704323
Ko, S., & Rossen, S. (2017). Teaching online: A practical guide (4th ed.). Routledge.
Kurz-McDowell, N. J., & Hannafin, R. D. (2004). Beliefs about learning, instruction, and technology among elementary school teachers. Journal of Computing in Teacher Education, 20(3), 97–105. https://doi.org/10.1080/10402454.2004.10784491
Lai, T., & Lin, H.-F. (2018). An investigation of the relationship of beliefs, values and technological pedagogical content knowledge among teachers. Technology, Pedagogy and Education, 27(4), 445–458. https://doi.org/10.1080/1475939X.2018.1496137
Lange, C., & Costley, J. (2020). Improving online video lectures: Learning challenges created by media. International Journal of Educational Technology in Higher Education, 17(1), 16. https://doi.org/10.1186/s41239-020-00190-6
Lawrence, B., & Lentle-Keenan, S. (2013). Teaching beliefs and practice, institutional context, and the uptake of Web-based technology. Distance Education, 34(1), 4–20. https://doi.org/10.1080/01587919.2013.770432
Lim, C. P., & Chai, C. S. (2008). Teachers’ pedagogical beliefs and their planning and conduct of computer-mediated classroom lessons. British Journal of Educational Technology, 39(5), 807–828. https://doi.org/10.1111/j.1467-8535.2007.00774.x
Mizrachi, D., Salaz, A. M., Kurbanoglu, S., & Boustany, J. (2018). Academic reading format preferences and behaviors among university students worldwide: A comparative survey analysis. PLoS ONE, 13(5), e0197444. https://doi.org/10.1371/journal.pone.0197444
Moore, M. G., & Kearsley, G. (2012). Distance education: A systems view of online learning (3rd ed.). Wadsworth.
Morris, N. P., Ivancheva, M., Coop, T., Mogliacci, R., & Swinnerton, B. (2020). Negotiating growth of online education in higher education. International Journal of Educational Technology in Higher Education, 17(1), 48. https://doi.org/10.1186/s41239-020-00227-w
National Center for Education Statistics. (2022a). Postsecondary education: Postbaccalaureate enrollment. The condition of education 2022. U.S. Department of Education, Institute of Education Sciences. https://nces.ed.gov/programs/coe/pdf/2022/chb_508.pdf
National Center for Education Statistics. (2022b). Postsecondary education: Undergraduate enrollment. The condition of education 2022. U.S. Department of Education, Institute of Education Sciences. https://nces.ed.gov/programs/coe/pdf/2022/cha_508.pdf
Niederhauser, D. S., & Stoddart, T. (2001). Teachers’ instructional perspectives and use of educational software. Teaching and Teacher Education, 17(1), 15–31. https://doi.org/10.1016/S0742-051X(00)00036-6
Noddings, N. (2018). Philosophy of education. Routledge.
Nugroho, A., & Mutiaraningrum, I. (2020). EFL teachers’ beliefs and practices about digital learning of English. EduLite: Journal of English Education, Literature and Culture, 5(2), 304. https://doi.org/10.30659/e.5.2.304-321
Owens, T. (2010). An investigation into the pedagogical beliefs and online teaching practices of university teachers [Thesis, University of Leicester]. https://leicester.figshare.com/articles/thesis/An_investigation_into_the_pedagogical_beliefs_and_online_teaching_practices_of_university_teachers/10102196/1
Owens, T. (2012). Hitting the nail on the head: The importance of specific staff development for effective blended learning. Innovations in Education and Teaching International, 49(4), 389–400. https://doi.org/10.1080/14703297.2012.728877
Owens, T. (2015). Practising what they preach? An investigation into the pedagogical beliefs and online teaching practices of national teaching fellows. International Journal for Academic Development, 20(1), 76–92. https://doi.org/10.1080/1360144X.2014.983112
Pajares, M. F. (1992). Teachers’ beliefs and educational research: Cleaning up a messy construct. Review of Educational Research, 62, 307–332. https://doi.org/10.3102/00346543062003307
Pituch, K. A., & Stevens, J. P. (2015). Applied multivariate statistics for the social sciences: Analyses with SAS and IBM’s SPSS (6th ed.). Routledge.
Rapanta, C., Botturi, L., Goodyear, P., Guàrdia, L., & Koole, M. (2020). Online university teaching during and after the covid-19 crisis: Refocusing teacher presence and learning activity. Postdigital Science and Education, 2(3), 923–945. https://doi.org/10.1007/s42438-020-00155-y
Rovai, A. P., & Wighting, M. J. (2005). Feelings of alienation and community among higher education students in a virtual classroom. Internet and Higher Education, 8(2), 97–110. https://doi.org/10.1016/j.iheduc.2005.03.001
Saadati, F., Giaconi, V., Chandia, E., Fuenzalida, N., & Rodríguez Donoso, M. (2021). Beliefs and practices about remote teaching processes during the pandemic: A study with Chilean mathematics teachers. Eurasia Journal of Mathematics, Science and Technology Education, 17(11), em2023. https://doi.org/10.29333/ejmste/11201
Saroyan, A., Dagenais, J., & Zhou, Y. (2009). Graduate students’ conceptions of university teaching and learning: Formation for change. Instructional Science, 37(6), 579–600. https://doi.org/10.1007/s11251-008-9071-8
Schunk, D. H. (2020). Learning theories: An educational perspective (8th ed.). Pearson.
Scott, K. M. (2016). Change in university teachers’ elearning beliefs and practices: A longitudinal study. Studies in Higher Education, 41(3), 582–598. https://doi.org/10.1080/03075079.2014.942276
Seaman, J. E., Allen, I. E., & Seaman, J. (2018). Grade increase: Tracking distance education in the United States. Babson Survey Research Group. https://www.onlinelearningsurvey.com/highered.html
Sherry, A., & Henson, R. K. (2005). Conducting and interpreting canonical correlation analysis in personality research: A user-friendly primer. Journal of Personality Assessment, 84(1), 37–48. https://doi.org/10.1207/s15327752jpa8401_09
Simonson, M., Zvacek, S. M., & Smaldino, S. (2019). Teaching and learning at a distance: Foundations of distance education (7th ed.). Information Age Publishing.
Song, Y., & Looi, C.-K. (2012). Linking teacher beliefs, practices and student inquiry-based learning in a CSCL environment: A tale of two teachers. International Journal of Computer-Supported Collaborative Learning, 7(1), 129–159. https://doi.org/10.1007/s11412-011-9133-9
Statista. (2023). Online education—market data analysis & forecast. Statista.
Steel, C. (2009). Reconciling university teacher beliefs to create learning designs for LMS environments. Australasian Journal of Educational Technology, 25(3), 399–420. https://doi.org/10.14742/ajet.1142
Steinbronn, P. E., & Merideth, E. M. (2008). Perceived utility of methods and instructional strategies used in online and face-to-face teaching environments. Innovative Higher Education, 32(5), 265–278. https://doi.org/10.1007/s10755-007-9058-4
Stevens, J. P. (2009). Applied multivariate statistics for the social sciences (5th ed.). Routledge.
Teo, T., & Sing, C. C. (2008). Confirmatoty factor analysis of the conception for teaching and learning questionnaire (CTLQ). The Asia-Pacific Education Researcher, 17(2), 215–224. https://doi.org/10.3860/taper.v17i2.733
Tondeur, J. (2019). Teachers’ pedagogical beliefs and technology use. In M. A. Peters (Ed.), Encyclopedia of teacher education (pp. 1–5). Springer.
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(3), 555–575. https://doi.org/10.1007/s11423-016-9481-2
Valckx, J., Vanderlinde, R., & Devos, G. (2021). Measuring and exploring the structure of teachers’ educational beliefs. Studies in Educational Evaluation, 70, 101018. https://doi.org/10.1016/j.stueduc.2021.101018
Woolley, S. L., Benjamin, W.-J.J., & Woolley, A. W. (2004). Construct validity of a self-reported measure of teacher beliefs related to constructivist and traditional approaches to teaching and learning. Educational and Psychological Measurement, 64(2), 319–331. https://doi.org/10.1177/0013164403261189
Yang, D. (2017). Instructional strategies and course design for teaching statistics online: Perspectives from online students. International Journal of STEM Education, 4(1), 34. https://doi.org/10.1186/s40594-017-0096-x
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Inan, F.A., Bolliger, D.U. Online instructors’ pedagogical beliefs and choice of student learning activities. Education Tech Research Dev 72, 727–746 (2024). https://doi.org/10.1007/s11423-023-10331-z
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DOI: https://doi.org/10.1007/s11423-023-10331-z