A Latent Profile Analysis of Instructor Presence in Online Teaching and Learning in Higher Education: A Students’ Evaluation Perspective
DOI:
https://doi.org/10.24036/xmqrhj42Abstract
This study examined instructor presence in the context of online learning in Ghanaian higher education by focusing on the post-COVID-19 virtual teaching environment. Grounded in the Community of Inquiry framework, the study specifically examined how instructors create teaching, cognitive, social, and emotional presences that foster students’ engagement in the online learning environment. We collected data from 404 postgraduate students using a self-administered online questionnaire comprising 39 items. We used Latent Profile Analysis to classify instructors into four groups: novice, intermediate, promising, and ideal, based on their ability to create these presences. The results indicate that the dominant presence is teaching, but barriers such as low technological readiness and digital literacy make the cognitive and social presences less evident. The results also indicate that emotional presence, which strongly correlates with other presences, is the second most important presence the instructors created. The students' perceptions of the instructor's presence did not vary based on their gender, suggesting that the instructors' proficiency in online teaching is comparable, potentially enhancing the uniformity of the learning experience across various student groups.
This paper underscores the need for faculty development that addresses training on technology-enhanced pedagogy and emotional intelligence for online teaching. Specific recommendations relate to targeted support for instructors teaching online courses, the development of technological resources, and support for enhancing cognitive and social presences in virtual classrooms.
References
Aidoo, B., Macdonald, A., Gyampoh, A. O., Baah, K. A., & Tsyawo, J. (2022). Factors influencing teachers' online teaching competence in higher education. Social Education Research, 3(1), 148–160. https://doi.org/10.37256/ser.3120221315
Aldosari, A. M., Alramthi, S. M., & Eid, H. F. (2022). Improving social presence in online higher education: Using live virtual classroom to confront learning challenges during COVID-19 pandemic. Frontiers in Psychology, 13, 994403. https://doi.org/10.3389/fpsyg.2022.994403
Ankoma-Sey, V. R., Essilfie, G., Quansah, F., & Nugba, R. M. (2022). Distance education students’ readiness for online learning at the University of Cape Coast, Ghana. In B. Muniandy, G. Awabil, R. Mandela, R. Afutu-Kotey, & J. Muyaka (Eds.), Handbook of research on distance education in Ghana (pp. 42-65). Accra: Sub-Saharan African Publishers.
Ankoma-Sey, V. R., Quansah, F., & Aheto, K. S. (2018). Efficacies of technology-based instruction in the University of Cape Coast distance education. Programme. Staff and Educational Development International, 22(3), 97-111. DOI: http://journal.netsed.net/ojs/index.php/sedi/article/view/6
Arbaugh, J. B., Cleveland-Innes, M., Diaz, S. R., Garrison, D. R., Ice, P., Richardson, J. C., & Swan, K. P. (2008). Developing a community of inquiry instrument: Testing a measure of the community of inquiry framework using a multi-institutional sample. Internet and Higher Education, 11(3–4), 133–136. https://doi.org/10.1016/j. iheduc.2008.06.003
Bickle, M. C., & Rucker, R. (2018). Student-to-student interaction: Humanizing the online classroom using technology and group assignments. Quarterly Review of Distance Education, 19(1), 1-8.
Chen, H., Zhang, Y., Yang, W., Yu, Q., & Yang, J. (2023). Does an instructor’s positive emotion facilitate learning from video lectures across different levels of content difficulty? Educational Psychology, 43(7), 717-735.
Claramita, M., Nurokhmanti, H., Qomariyah, N., Budiastuti, V. I., Utomo, P. S., & Findyartini, A. (2022). Facilitating Student-Centered Learning: In the Context of Social Hierarchies and Collectivistic Culture. In Challenges and Opportunities in Health Professions Education: Perspectives in the Context of Cultural Diversity (pp. 17-43). Singapore: Springer Nature Singapore.
Cleveland-Innes, M. & Campbell, P. (2012). Emotional presence, learning, and the online learning environment. International Review of Research in Open and Distributed Learning, 13(4), 269–292. https://doi.org/10.19173/irrodl.v13i4.1234
Dzakadzie, Y., & Quansah, F. (2023). Modelling unit non-response and validity of online teaching evaluation in higher education using generalizability theory approach. Frontiers in Psychology, 14, 1202896. https://doi.org/10.3389/fpsyg.2023.1202896
Eklund, M., & Isotalus, P. (2024). Having it both ways: learning communication skills in face-to-face and online environments. Frontiers in Education, 9, 1270164.
Ferguson, S. L., G. Moore, E. W., & Hull, D. M. (2020). Finding latent groups in observed data: A primer on latent profile analysis in Mplus for applied researchers. International Journal of Behavioral Development, 44(5), 458-468.
Garrison, D. R., & Akyol, Z. (2015). Toward the development of a metacognition construct for communities of inquiry. The Internet and Higher Education, 24, 66-71. https://doi.org/10.1016/j.iheduc.2014.10.001
Garrison, D. R. & Arbaugh, J. B. (2007). Researching the community of inquiry framework: Review, issues, and future directions. Internet and Higher Education, 10(3), 157–172. https://doi.org/10.1016/j.iheduc.2007.04.001
Garrison, D. R., Anderson, T., & Archer, W. (2000). Critical inquiry in a text-based environment: Computer conferencing in higher education. The Internet and Higher Education, 2(2-3), 87-105.
Garrison, D.R. (2016). Thinking collaboratively: Learning in a community of inquiry. Routledge.
Gyane, S. O. J. (2021). Online teaching and learning–The voice of teachers in the colleges of education in Ghana. Education, Sustainability & Society (ESS), 4(1), 7-10.
Heidari E., Salimi G., Mehrvarz M. (2020). The influence of online social networks and online social capital on constructing a new graduate students’ professional identity. Interact. Learn. Environ., 1–18. doi: 10.1080/10494820.2020.1769682
Jayampathy, A., Mohammed, L. A., & Anmary, S. A. (2023). The Challenges Confronted by the Asian English as Second Language Teachers on Implementation of E-Learning During Covid-19
Jiang, M., & Koo, K. (2020). Emotional presence in building an online learning community among non-traditional graduate students. Online Learning, 24(4), 93-111.
Jumaat, N. F., & Termidi, N. S. A. (2022). Assessments of student’s emotions and their relevance in online learning. Asean Journal of Engineering Education, 6(2), 6-10.
Kaban, A. L. (2021). The influence of online presence on learner satisfaction and learning in higher education. Asian Journal of Distance Education, 16(1), 230-246.
Ke, F. (2010). Examining online teaching, cognitive, and social presence for adult students. Comput. Educ. 55, 808–820. doi: 10.1016/j.compedu.2010.03.013
Kozan, K. (2016). A comparative structural equation modeling investigation of the relationships among teaching, cognitive and social presence. Online Learning, 20(3), 210-227.
Kozan, K., & Richardson, J. C. (2014). Interrelationships between and among social, teaching, and cognitive presence. The Internet and Higher Education, 21, 68–73. https://doi.org/10.1016/j.iheduc.2013.10.007
Kuo, Y., Batool, S., Devi, S., Tahir, T., Yu, J. (2023). Exploring the impact of emotionalized learning experiences on the affective domain: A comprehensive analysis. Heliyon 10(1). https://doi.org/10.1016/j.heliyon.2023.e23263
Lehman, M. R. & Conceição S. C. O (2010). Creating a sense of presence in online teaching: How to "be there" for distance learners. John Wiley & Sons, Inc.
Lehman, R. (2006). The role of emotion in creating instructor and learner presence in the distance education experience. Journal of Cognitive Affective Learning, 2(2), 12–26.
Li, L. (2022). Teaching presence predicts cognitive presence in blended learning during COVID-19: The chain mediating role of social presence and sense of community. Frontiers in Psychology, 13(950687), 1–13. https://doi.org/10.3389/fpsyg.2022.950687
Lim, J., & Richardson, J. C. (2021). Predictive effects of undergraduate students’ perceptions of social, cognitive, and teaching presence on affective learning outcomes according to disciplines. Computers & Education, 161, 104063. https://doi.org/10.1016/j.compedu.2020.104063
Majeski, R. A., Stover, M., & Valais, T. (2018). The Community of Inquiry and Emotional Presence. Adult Learning, 29(2), 53-61. https://doi.org/10.1177/1045159518758696
McNeill. L., & Bushaala, S. (2023). Meaningful connection in virtual classrooms: graduate
students’ perspectives on effective instructor presence in blended courses. Front. Educ. 8,1271245. https://doi.org/10.3389/feduc.2023.1271245
McNeill, L., Rice, M. L., & Wright, V.H. (2019). A confirmatory factor analysis of a teaching presence instrument in an online computer applications course. Online Journal of Distance Learning Administration, 22, 1-13.
Morreale, S., Lowenthal, P., Thorpe, J., & Olesova, L. (2024). Instructional communication competence and instructor social presence: enhancing teaching and learning in the online environment. Frontiers in Communication, 9, 1397570.
Ng, Y. Y., & Przybyłek, A. (2021). Instructor presence in video lectures: Preliminary findings from an online experiment. Ieee Access, 9, 36485-36499. Doi: 10.1109/ACCESS.2021.3058735
Okoye, K., Hussein, H., Arrona-Palacios, A. et al. (2023). Impact of digital technologies upon teaching and learning in higher education in Latin America: An outlook on the reach, barriers, and bottlenecks. Educ Inf Technol 28, 2291–2360. https://doi.org/10.1007/s10639-022-11214-1
Parker, N. (2021). Best pedagogical practices for online instructor emotional presence. Journal of Practical Nurse Education and Practice, 1(1).
Pham Thi Hong, T. (2011). Issues to consider when implementing student-centred learning practices at Asian higher education institutions. Journal of Higher Education Policy and Management, 33(5), 519-528.
Pinto, M., & Leite, C. (2020). Digital technologies in support of students learning in Higher Education: literature review. Digital Education Review, 37, 343-360.
Qazi, A., Hasan, N., Abayomi-Alli, O., Hardaker, G., Scherer, R., Sarker, Y., Paul, K. S., Maitama, J. Z. (2022). Gender differences in information and communication technology use & skills: a systematic review and meta-analysis. Educ Inf Technol 27, 4225–4258. https://doi.org/10.1007/s10639-021-10775-x
Quansah, F. (2022). Item and rater variabilities in students’ evaluation of teaching in a university in Ghana: application of Many-Facet Rasch Model. Heliyon, 8(12), 1-9. https://doi.org/10.1016/j.heliyon.2022.e12548
Quansah, F., Cobbinah, A., Asamoah-Gyimah, K., & Hagan Jr, J. E. (2024). Validity of student evaluation of teaching in higher education: a systematic review. Frontiers in Education, 9 (1329734), https://doi.org/10.3389/feduc.2024.1329734
Quansah, F., Hagan, J. E. Jr., Sambah, F., Frimpong, B. J., Ankomah, F., Srem-Sai, M., Seibu, M., Abieraba, K. S. R., & Schack, T. (2022). Perceived safety of learning environment and associated anxiety factors during COVID-19 in Ghana: Evidence from physical education practical-oriented program. European Journal of Investigation in Health, Psychology and Education, 12, 28-41. https://doi.org/10.3390/ejihpe12010003
Rosenberg, J. M., Beymer, P. N., Anderson, D. J., Van Lissa, C. J., & Schmidt, J. A. (2019). tidyLPA: An R package to easily carry out latent profile analysis (LPA) using open-source or commercial software. Journal of Open Source Software, 3(30), 978.
Sarsar, F., & Kısla, T. (2016). Emotional presence in online learning scale: A scale development study. Turkish Online Journal of Distance Education, 17(3).
Scott, C. (2016). The Presence of the Teacher: Theory into Practice. In Supporting the Success of Adult and Online Students. CreateSpace.
Shea, P., Richardson, J., & Swan, K. (2022). Building bridges to advance the community of inquiry framework for online learning. Educational Psychologist, 57(3), 148-161.
Singh, J., Evans, E., Reed, A., Karch, L., Qualey, K., Singh, L., & Wiersma, H. (2022). Online, hybrid, and face-to-face learning through the eyes of faculty, students, administrators, and instructional designers: Lessons learned and directions for the post-vaccine and post-pandemic/COVID-19 World. Journal of Educational Technology Systems, 50(3), 301-326. https://doi.org/10.1177/00472395211063754
Swan, K. P. (2019). Social construction of knowledge and the Community of Inquiry framework. I. Jung (Ed.). Open and distance education theory revisited: implications for the digital era (pp. 57–65). Springer. https://doi.org/10.1007/978-981-13-7740-2_7
Swan, K., & Shih, L. F. (2005). On the nature and development of social presence in online course discussions. Journal of Asynchronous learning networks, 9(3), 115-136.
Spurk, D., Hirschi, A., Wang, M., Valero, D., & Kauffeld, S. (2020). Latent profile analysis: A review and “how to” guide of its application within vocational behavior research. Journal of vocational behavior, 120, 103445.
Tang, Y., & Hew, K. F. (2020). Does mobile instant messaging facilitate social presence in online communication? A two-stage study of higher education students. International Journal of Educational Technology in Higher Education, 17, 1-17. https://doi.org/10.1186/s41239-020-00188-0
Tan, S. E., & Jung, I. (2024). Unveiling the dynamics and impact of emotional presence in collaborative learning. International Journal of Educational Technology in Higher Education, 21(1), 44.
Teaching and Learning Resource Center. (2024). Online Instructor Presence. Retrieved from https://teaching.resources.osu.edu/about
Tyng, C. M., Amin, H. U., Saad, M. N. M. & Malik, A. S. (2017). The influences of emotion on learning and memory. Frontiers in Psychology, 8, 1–22. https://doi.org/10.3389/fpsyg.2017.01454
Tyrväinen, H., Uotinen, S., & Valkonen, L. (2021). Instructor presence in a virtual classroom. Open Education Studies, 3(1), 132-146.
Wang, X. (2022). Influences of learning emotion on learning outcome in online teaching mode. International Journal of Emerging Technologies in Learning (iJET), 17(8), 126-139.
Weller, B. E., Bowen, N. K., & Faubert, S. J. (2020). Latent class analysis: a guide to best practice. Journal of Black Psychology, 46(4), 287-311.
Williams, L. S. (2017). The managed heart: adult learners and emotional presence online. J Contin High Educ; 65(2), 124–31. https://doi.org/10.1080/07377363.2017.1320204
Wut, T. M., & Xu, J. (2021). Person-to-person interactions in online classroom settings under the impact of COVID-19: a social presence theory perspective. Asia Pac. Educ. Rev. 22, 371–383. https://doi.org/10.1007/s12564-021-09673-1
Zainun, M., Devananthini, S., Nelson, C., Sharfuddin, A., S., & Sinniah, S. (2022). Charting the Southeast Asian Science Teachers’ Challenges into Recommendations for Future Online Regional Courses. Asia Pacific Journal of Educators And Education, 37(2):185-203.
Zhang, Y., Tian, Y., Yao, L., Duan, C., Sun, X., & Niu, G. (2023). Teaching presence promotes learner affective engagement: The roles of cognitive load and need for cognition. Teaching and Teacher Education, 129, 104167. https://doi.org/10.1016/j.tate.2023.104167
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