Factors Influencing Student Engagement for Online Courses: A Confirmatory Factor Analysis

Shivani Inder

doi:10.30935/cedtech/11373

Shivani Inder ¹ ^*

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CONT ED TECHNOLOGY, Volume 14, Issue 1, Article No: ep336

https://doi.org/10.30935/cedtech/11373

Submitted: 01 May 2021, Published Online: 26 November 2021

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Abstract

The purpose of the study is to develop and validate the scale for measuring the extent of student engagement for online courses. The study draws a battery of variables from literature on student engagement. The study proposes a 6 construct based scale with 26 items. A total of 1602 university students completed the responses for the scale. All participants had a minimum of two months of experience for online courses for inclusion in survey. Firstly, exploratory factor analysis on the initial scale has been carried out and then confirmatory factor analysis has been carried out for testing the validity and reliability of the scale. After establishing the validity of the scale, a scale with six main constructs has been confirmed. The results indicated that skills, emotional, participation and performance engagement along with value to students are the main drivers of student engagement for online courses. The scale can provide an insight to educators about the main factors that can lead to enhanced levels of engagement while delivering courses online and improve the learning experience for students.

Keywords: online courses, student engagement, confirmatory factor analysis, skills, participation

References

Astin, A. W. (1984). Student involvement: A developmental theory for higher education. Journal of college student personnel, 25(4), 297-308.
Axelson, R. D., & Flick, A. (2010). Defining student engagement. Change: The magazine of higher learning, 43(1), 38-43. https://doi.org/10.1080/00091383.2011.533096
Bigatel, P. M., Ragan, L. C., Kennan, S., May, J., & Redmond, B. F. (2012). The identification of competencies for online teaching success. Journal of Asynchronous Learning Networks, 16(1), 59-77. https://doi.org/10.24059/olj.v16i1.215
Biggs, J. B. (1987). Student approaches to learning and studying. Research monograph. Australian Council for Educational Research Ltd.
Black, S., & Allen, J. D. (2018). Part 4: Academic self-concept and emotions. The Reference Librarian, 59(1), 42-55. https://doi.org/10.1080/02763877.2017.1349022
Brown, T. A. (2015). Confirmatory factor analysis for applied research. Guilford publications.
Brown, T. A., & Moore, M. T. (2012). Confirmatory factor analysis. In R. H. Hoyle (Ed.), Handbook of structural equation modeling (pp. 361-379). The Guilford Press.
Bryson, C. (2014). Clarifying the concept of student engagement. In C. Bryson (Ed.), Understanding and developing student engagement (pp. 21-42). Routledge. https://doi.org/10.4324/9781315813691
Bryson, C., Cooper, G., & Hardy, C. (2010). Reaching a common understanding of the meaning of student engagement [Paper presentation]. Society of Research into Higher Education Conference, Celtic Manor, Wales, 14-16, December 2010.
Burch, G. F., Heller, N. A., Burch, J. J., Freed, R., & Steed, S. A. (2015). Student engagement: Developing a conceptual framework and survey instrument. Journal of Education for Business, 90(4), 224-229. https://doi.org/10.1080/08832323.2015.1019821
Chalmers, D. (2008). Indicators of university teaching and learning quality. Australian Learning & Teaching Council.
Cole, A. W. (2016). Testing the impact of student preference for face-to-face communication on online course satisfaction. Western Journal of Communication, 80(5), 619-637. https://doi.org/10.1080/10570314.2016.1186824
Corno, L., & Mandinach, E. B. (1983). The role of cognitive engagement in classroom learning and motivation. Educational Psychologist, 18(2), 88-108. https://doi.org/10.1080/00461528309529266
Dinno, A. (2009). Implementing Horn’s parallel analysis for principal component analysis and factor analysis. The Stata Journal, 9(2), 291-298. https://doi.org/10.1177/1536867X0900900207
Dixson, M. D. (2015). Measuring student engagement in the online course: The Online Student Engagement scale (OSE). Online Learning, 19(4), n4. https://doi.org/10.24059/olj.v19i4.561
Drouin, M. A. (2008). The relationship between student’s perceived sense of community and satisfaction, achievement, and retention in an online course. Quarterly Review of Distance Education, 9(3).
Fredricks, J. A., Blumenfeld, P. C., & Paris, A. H. (2004). School engagement: Potential of the concept, state of the evidence. Review of Educational Research, 74(1), 59-109. https://doi.org/10.3102/00346543074001059
Graeff, T. R. (2010). Strategic teaching for active learning. Marketing Education Review, 20(3), 265-278. https://doi.org/10.2753/MER1052-8008200307
Handelsman, M. M., Briggs, W. L., Sullivan, N., & Towler, A. (2005). A measure of college student course engagement. The Journal of Educational Research, 98(3), 184-192. https://doi.org/10.3200/JOER.98.3.184-192
Hatch, D. K. (2012). Unpacking the black box of student engagement: The need for programmatic investigation of high impact practices. Community College Journal of Research and Practice, 36(11), 903-915. https://doi.org/10.1080/10668926.2012.690319
Hayes, A. F. (2018). Introduction to mediation, moderation, and conditional process analysis: A regression-based approach. Guilford publications.
Hofer, B. K. (2004). Exploring the dimensions of personal epistemology in differing classroom contexts: Student interpretations during the first year of college. Contemporary educational psychology, 29(2), 129-163. https://doi.org/10.1016/j.cedpsych.2004.01.002
Jennings, J. M., & Angelo, T. A. (2006). Student engagement: Measuring and enhancing engagement with learning [Paper presentation]. Proceedings of a Symposium, Frederic Wallis House Conference Centre, Lower Hutt, Wellington.
Kahn, W. A. (1990). Psychological conditions of personal engagement and disengagement at work. Academy of Management Journal, 33(4), 692-724. https://doi.org/10.5465/256287
Kahu, E. R. (2013). Framing student engagement in higher education. Studies in Higher Education, 38(5), 758-773. https://doi.org/10.1080/03075079.2011.598505
Kahu, E. R., & Nelson, K. (2018). Student engagement in the educational interface: understanding the mechanisms of student success. Higher Education Research & Development, 37(1), 58-71. https://doi.org/10.1080/07294360.2017.1344197
Kehrwald, B. (2008). Understanding social presence in text‐based online learning environments. Distance Education, 29(1), 89-106. https://doi.org/10.1080/01587910802004860
Koohang, A., Paliszkiewicz, J., Klein, D., & Nord, J. H. (2016). The importance of active learning elements in the design of online courses. Online Journal of Applied Knowledge Management, 4, 17-28. https://doi.org/10.36965/OJAKM.2016.4(2)17-28
Kuh, G. D. (2003). What we’re learning about student engagement from NSSE: Benchmarks for effective educational practices. Change: The Magazine of Higher Learning, 35(2), 24-32. https://doi.org/10.1080/00091380309604090
Kuh, G. D., Cruce, T., Shoup, R., Kinzie, J., & Gonyea, R. M. (2007). Unmasking the effects of student engagement on college grades and persistence. American Educational Research Association Annual Meeting. https://doi.org/10.1080/00221546.2008.11772116
Kurucay, M., & Inan, F. A. (2017). Examining the effects of learner-learner interactions on satisfaction and learning in an online undergraduate course. Computers & Education, 115, 20-37. https://doi.org/10.1016/j.compedu.2017.06.010
Leach, L. (2016). Enhancing student engagement in one institution. Journal of Further and Higher Education, 40(1), 23-47. https://doi.org/10.1080/0309877X.2013.869565
Lynn, M. R. (1986). Determination and Quantification of content validity. Nursing Research, 35(6), 382-385. https://doi.org/10.1097/00006199-198611000-00017
Marks, H. M. (2000). Student engagement in instructional activity: Patterns in the elementary, middle, and high school years. American Educational Research Journal, 37(1), 153-184. https://doi.org/10.3102/00028312037001153
Meyer, K. A. (Ed.). (2014). Student engagement online learning: What works and why. ASHE higher education report, 40(6), 1-114. https://doi.org/10.1002/aehe.20018
Newmann, F. M. (1992). Student engagement and achievement in American secondary schools. Teachers College Press.
Nystrand, M., & Gamoran, A. (1991). Instructional discourse, student engagement, and literature achievement. In Research in the Teaching of English (pp. 261-290).
Oliveira, I., Tinoca, L., & Pereira, A. (2011). Online group work patterns: How to promote a successful collaboration. Computers & Education, 57(1), 1348-1357. https://doi.org/10.1016/j.compedu.2011.01.017
Pace, C. R. (1980). Measuring the quality of student effort. Current Issues in Higher Education, 2(1), 10-16.
Park, S., & Yun, H. (2017). Relationships between motivational strategies and cognitive learning in distance education courses. Distance Education, 38(3), 302-320. https://doi.org/10.1080/01587919.2017.1369007
Pascarella, E. T., Seifert, T. A., & Blaich, C. (2010). How effective are the NSSE benchmarks in predicting important educational outcomes?. Change: The Magazine of Higher Learning, 42(1), 16-22. https://doi.org/10.1080/00091380903449060
Polit, D. F., & Beck, C. T. (2006). The content validity index: Are you sure you know what’s being reported? Critique and Recommendations. Research in Nursing & Healh, 29(5), 489-497. https://doi.org/10.1002/nur.20147
Polit, D. F., Beck, C. T., & Owen, S. V. (2007). Is the CVI an acceptable indicator of content validity? Appraisal and recommendations. Research in Nursing & Health, 30(4), 459-467. https://doi.org/10.1002/nur.20199
Purinton, E. F., & Burke, M. M. (2019). Student Engagement and Fun: Evidence from the Field. Business Education Innovation Journal, 11(2).
Radloff, A., & Coates, H. (2010). Doing More for Learning: Enhancing Engagement and Outcomes: Australasian Survey of Student Engagement: Australasian Student Engagement Report. Australian Council for Educational Research (ACER).
Ragusa, A. T., & Crampton, A. (2018). Sense of connection, identity and academic success in distance education: Sociologically exploring online learning environments. Rural Society, 27(2), 125-142. https://doi.org/10.1080/10371656.2018.1472914
Rich, B. L., Lepine, J. A., & Crawford, E. R. (2010). Job engagement: Antecedents and effects on job performance. Academy of Management Journal, 53(3), 617-635. https://doi.org/10.5465/amj.2010.51468988
Richardson, J. C., & Newby, T. (2006). The role of students’ cognitive engagement in online learning. American Journal of Distance Education, 20(1), 23-37. https://doi.org/10.1207/s15389286ajde2001_3
Rocca, K. A. (2010). Student participation in the college classroom: An extended multidisciplinary literature review. Communication Education, 59(2), 185-213. https://doi.org/10.1080/03634520410001682447
Tinto, V. (2014). Tinto’s South Africa lectures. Journal of Student Affairs in Africa, 2(2), 5-28. https://doi.org/10.14426/jsaa.v2i2.66
Trowler, V., & Trowler, P. (2010). Student engagement evidence summary. The Higher Education Academy.
Williams, K. H., Childers, C., & Kemp, E. (2013). Stimulating and enhancing student learning through positive emotions. Journal of Teaching in Travel & Tourism, 13(3), 209-227. https://doi.org/10.1080/15313220.2013.813320
Yusoff, M. S. B. (2019). ABC of content validation and content validity index calculation. Resource, 11(2), 49-54. https://doi.org/10.21315/eimj2019.11.2.6

Citation

Inder, S. (2022). Factors Influencing Student Engagement for Online Courses: A Confirmatory Factor Analysis. Contemporary Educational Technology, 14(1), ep336. https://doi.org/10.30935/cedtech/11373

Inder, S. (2022). Factors Influencing Student Engagement for Online Courses: A Confirmatory Factor Analysis. Contemporary Educational Technology, 14(1), ep336. https://doi.org/10.30935/cedtech/11373

Inder S. Factors Influencing Student Engagement for Online Courses: A Confirmatory Factor Analysis. CONT ED TECHNOLOGY. 2022;14(1), ep336. https://doi.org/10.30935/cedtech/11373

Inder, Shivani. "Factors Influencing Student Engagement for Online Courses: A Confirmatory Factor Analysis". Contemporary Educational Technology 2022 14 no. 1 (2022): ep336. https://doi.org/10.30935/cedtech/11373

Inder, Shivani "Factors Influencing Student Engagement for Online Courses: A Confirmatory Factor Analysis". Contemporary Educational Technology, vol. 14, no. 1, 2022, ep336. https://doi.org/10.30935/cedtech/11373

Inder S. Factors Influencing Student Engagement for Online Courses: A Confirmatory Factor Analysis. CONT ED TECHNOLOGY. 2022;14(1):ep336. https://doi.org/10.30935/cedtech/11373