Predictors of University Students' Attitudes Towards Online Learning: A Mixed-Methods Study on Behavioural and Perceptual Variables During the COVID-19 Pandemic
Year 2024,
Volume: 7 Issue: 2, 83 - 102, 31.12.2024
Hatice Yıldız Durak
,
Şahin Gökçearslan
,
Mustafa Serkan Günbatar
,
Mustafa Sarıtepeci
Abstract
Due to the COVID-19 pandemic, university students have been included in the move to distance education. One of the effective variables in this process is their attitude towards online learning. This study aims to find out the predictors of this attitude by the behaviour and perception variables and the learner experiences during the pandemic. This mixed-method study involved 506 university student participants. Regression and content analysis were used in the analysis of the data. In the results of the study, online learning attitude showed the highest relationship with the sense of online learning community. Behaviour and perception variables including reflective thinking, perceived socialness, knowledge sharing behaviour and the sense of community explain the attitude towards online learning at high levels. In the qualitative part of the study, aspects of distance education the students liked or disliked during the COVID-19 global outbreak process, their thoughts on synchronous/asynchronous class videos, and the contribution of the process to their learning experiences are presented. The results of the research are discussed with specific reference to the pandemic period.
Ethical Statement
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The content of this manuscript are not now under consideration for publication elsewhere.
The content of this manuscript will not be copyrighted, submitted, or published elsewhere,
There are no directly related manuscripts or abstract, published or unpublished, by author of this paper.
References
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- Berge, Z. L., & Muilenburg, L.Y. (2005) Student barriers to online learning: A factor analytic study. Distance Education, 26(1), 29-48.
- Cano, Y. M., & Venuti, F. (2020). Online learning can still be social. Retrieved from https://hbsp.harvard.edu/inspiring-minds/online-learning-can-still-be-social
- Chatterjee, R., & Correia, A. P. (2020). Online students’ attitudes toward collaborative learning and sense of community. American Journal of Distance Education, 34(1), 53-68.
- Coelho Junior, F. A., Botelho, E. D. A., Rego, M. C. B., Faiad, C., & Ramos, W. M. (2019). Attitudes towards Online Learning: What Do Brazilian Students Think about?. Turkish Online Journal of Distance Education, 20(4), 117-134.
- Cucinotta, D., & Vanelli, M. (2020). WHO declares COVID-19 a pandemic. Acta Bio-Medica: Atenei Parmensis, 91(1), 157-160.
- Dhawan, S. (2020). Online learning: A panacea in the time of COVID-19 crisis. Journal of Educational Technology Systems, 49(1), 5-22.
- Dolmacı, M. & Dolmacı, A. (2020). The views of the university students from foreign language preparation program on synchronous distance education. Milli Eğitim Dergisi, 49(1), 657-684.
- Eid, M. I., & Al-Jabri, I. M. (2016). Social networking, knowledge sharing, and student learning: The case of university students. Computers & Education, 99, 14-27.
- Eken, Ö, Tosun, N. & Eken-Tuzcu, D. (2020). Urgent and compulsory move to distance education upon covid-19: A general evaluation. Milli Eğitim Dergisi, 49(1), 113-128.
- Ergün, E., & Usluel, Y., (2015). Çevrimiçi öğrenme ortamlarına yönelik algılanan sosyal olabilme ölçeğinin geliştirilmesi Geçerlik ve güvenirlik çalışması. Eğitim Teknolojileri Araştırmaları Dergisi,6, 1-14.
- Fattah, F. A. M. A., Mohamed, A. H. H., Bashir, M. I. A., & Al Alawi, A. M. M. (2020). Determinants of knowledge-sharing behaviour among students at higher educational institutions in Oman: a planned behaviour theoretical perspective of knowledge sharing. Global Knowledge, Memory and Communication.
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- Gokcearslan, S. (2013). Developing a scale for the sense of community in online learning: A Validity and reliability study. Turkısh Librarianship, 27(1), 154-165.
- Gökçearslan, Ş., & Alper, A. (2015). The effect of locus of control on learners' sense of community and academic success in the context of online learning communities. The Internet and Higher Education, 27, 64-73.
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- Irwin, C., & Berge, Z. (2006). Socialization in the online classroom. E-Journal of Instructional Science and Technology, 9(1), 1-7.
- Jadin, T., Gnambs, T., & Batinic, B. (2013). Personality traits and knowledge sharing in online communities. Computers in Human Behavior, 29(1), 210-216.
- Kane, K., Robinson-Combre, J., Zane, L., & Berge, Z. L. (2010). Tapping into social networking: collaborating enhances both knowledge management and elearning. Journal of Information and Knowledge Management Systems, 40(1), 62-70.
- Kember, D., Leung, D. Y. P., Jones, A., Loke, A. Y., McKay, J., Sinclair, K. et al. (2000). Development of a questionnaire to measure the level of reflective thinking. Assessment & Evaluation in Higher Education, 25(4), 381-395.
- Khalid, F. (2019). Students’ identities and its relationships with their engagement in an Online Learning Community. International Journal of Emerging Technologies in Learning (iJET), 14(05), 4-19.,
- Kipkosgei, F., Kang, S. W., & Choi, S. B. (2020). A team-level study of the relationship between knowledge sharing and trust in Kenya: Moderating role of collaborative technology. Sustainability, 12(4), 1615.
- Li, L. Y., & Lee, L. Y. (2016). Computerliteracy and online learning attitude toward GSOE students in distance education programs. Higher Education Studies, 6(3), 147-156.
- Lin, C. Y., & Huang, C. K. (2020). Understanding the antecedents of knowledge sharing behaviour and its relationship to team effectiveness and individual learning. Australasian Journal of Educational Technology, 36(2), 89-104.
- Ludwig-Hardman, S., & Dunlap, J. C. (2003). Learner support services for online students: Scaffolding for success. The International Review of Research in Open and Distributed Learning, 4(1), 1-15.
- McMillan, D., & Chavis, D. (1986). Sense of community: A definition and theory. Journal of Community Psychology, 14(1). 6-23.
- Mitchell, B., & Geva-May, I. (2009). Attitudes affecting online learning implementation in higher education. International Journal of E-Learning & Distance Education/Revue internationale du e-learning et la formation à distance, 23(1), 71-88.
- Moore M.G. (1993). Theory of transactional distance. In D. Keegan (Ed.), Theoretical Principles of Distance Education (p22–38). New York: Routledge.
- Nguyen, T. (2015). The effectiveness of online learning: Beyond no significant difference and future horizons. MERLOT Journal of Online Learning and Teaching, 11(2), 309-319.
- Nguyen, T. M., & Malik, A. (2020). Cognitive processes, rewards and online knowledge sharing behaviour: the moderating effect of organisational innovation. Journal of Knowledge Management, 24(6), 1241-1261.
- Okur, M. R., Paşaoğlu Baş, D., & Uça Güneş, E. P. (2019). Açık ve uzaktan öğrenmede öğrenimi bırakma sebeplerinin incelenmesi. Journal of Higher Education & Science, 9(2), 225-235.
- Osborn, V. (2001). Identifying at‐risk students in videoconferencing and web‐based distance education. American Journal of Distance Education, 15(1), 41–54. doi:10.1080/08923640109527073
- Pangil, F., & Chan, J. M. (2014). The mediating effect of knowledge sharing on the relationship between trust and virtual team effectiveness. Journal of Knowledge Management, 18(1). 92-106.
- Pullu, E. K. & Gömleksiz, M. N.(2020). Analysis of relationship between readiness and attitude levels of vocational school students for online learning in terms of several variables in the process of covid 19 pandemic. Milli Eğitim Dergisi, 49(1), 757-782.
- Rahman, M.S., Abdel Fattah, F.A.M., Hassan, H. and Haque, T. (2020). An integrated understanding of academics knowledge sharing behaviour: A comparative study on HLIs, Global Knowledge, Memory and Communication, Vol. ahead-of-print No. ahead-of-print.
- Rasheed, M. I., Malik, M. J., Pitafi, A. H., Iqbal, J., Anser, M. K., & Abbas, M. (2020). Usage of social media, student engagement, and creativity: The role of knowledge sharing behavior and cyberbullying. Computers & Education, 159, 104002.
- Raspopovic, M., Cvetanovic, S., Medan, I., & Ljubojevic, D. (2017). The effects of integrating social learning environment with online learning. International Review of Research in Open and Distributed Learning, 18(1), 142-160.
- Rovai, A. P. (2002a). Development of an instrument to measure classroom community. Internet and Higher Education, 5, 197-211.
- Rovai, A. P. (2002b). Preliminary look at structural differences in sense of classroom community between higher education traditional and ALN courses. Journal of Asynchronous Learning Networks, 6(1), 41-56.
- Salmon, G. (2012). E-moderating: The key to online teaching and learning. Routledge
- Saritepeci, M. (2017). Ortaokul düzeyinde dijital hikâye anlatımının yansıtıcı düşünme becerisi üzerindeki etkisinin incelenmesine yönelik deneysel bir çalışma. Bartin Üniversitesi Egitim Fakültesi Dergisi, 6(3), 1367-1384.
- Saritepeci, M., Yıldız Durak, H. (2020). Açık ve uzaktan öğrenme ortamlarında farklı öğrenme durumları için öğretim biçimleri. S. Karataş ve E. Kılıç Çakmak (Ed.) Açık ve Uzaktan Öğrenme, (Chapter 7, pp. 115-131). Pegem Yayıncılık.
- Sohail, M. S., & Daud, S. (2009). Knowledge sharing in higher education institutions Perspectives from Malaysia. VINE: The Journal of Information and Knowledge Management Systems, 39(2), 125-142.
- Strampel, K., & Oliver, R. (2007, December). Using technology to foster reflection in higher education. In ICT: Providing choices for learners and learning. Proceedings ascilite Singapore 2007.
- Sun, A., & Chen, X. (2016). Online education and its effective practice: A research review. Journal of Information Technology Education, 15, 157-190.
- Tavşancıl, E. (2002). Tutumların ölçülmesi ve SPSS ile veri analizi. Ankara: Nobel Yayınevi.
- Telli Yamamato, G., & Altun, D. (2020). The Coronavirus and the rising of online education. Journal of University Research, 3(1), 25-34. http://doi.org/10.26701/uad.711110
- Tong, C., Tak, W. I. W., & Wong, A. (2013). The impact of knowledge sharing on the relationship between organizational culture and job satisfaction:The perception of information communication and technology (ICT) practitioners in Hong Kong. International Journal of Human Resource Studies, 3(1), 9,19-47.
- UNESCO (2020a). 10 recommendations to ensure that learning remains uninterrupted. Retrieved from https://en.unesco.org/news/covid-19-10-recommendations-plan-distance-learning-solutions
- UNESCO. (2020b). COVID-19 and higher education:Today and tomorrow. Retrieved from http://www.iesalc.unesco.org/en/wp-content/uploads/2020/04/COVID-19-EN-090420-2.pdf
- Usta, İ., Uysal, Ö., & Okur, M. R. (2016). Online learning attitude scale: Development, validity and reliability. Journal of International Social Research, 9(43), 2215-2222.
- Wang, M., MacArthur, D. A., & Crosby, B. (2003). A descriptive study of community college teachers’ attitudes toward online learning. TechTrends, 47(5), 28-31.
- Wilson, B., & Ryder, M. (1998). Distributed learning communities: An alternative to designed instructional systems. Retrieved from http://www.adraptis.com/voithima/theoretic/distributed_learning.pdf.
- Yavuz, M., Kayalı, B., Balat, Ş. & Karaman, S. (2020). Review of distance learning applications in the universities in the covid-19 period. Milli Eğitim Dergisi, 49(1), 129-154.
- Yilmaz, R. (2016). Knowledge sharing behaviors in e-learning community: Exploring the role of academic self-efficacy and sense of community. Computers in Human Behavior, 63, 373-382.
- Yu, T. K., Lu, L. C., & Liu, T. F. (2010). Exploring factors that influence knowledge sharing behavior via weblogs. Computers in Human Behavior, 26(1), 32-41.
- Yücel, Ü. A., & Ergün, E. (2015). Adaptation of the knowledge sharing behavior in online Learning environments scale to Turkish: A aalidity and reliability study. Başkent University Journal of Education, 2(2), 219-228.
- Zhu, Y., Zhang, J. H., Au, W., & Yates, G. (2020). University students’ online learning attitudes and continuous intention to undertake online courses: A self-regulated learning perspective. Educational Technology Research and Development, 1-35.
Year 2024,
Volume: 7 Issue: 2, 83 - 102, 31.12.2024
Hatice Yıldız Durak
,
Şahin Gökçearslan
,
Mustafa Serkan Günbatar
,
Mustafa Sarıtepeci
References
- Adnan, M., & Anwar, K. (2020). Online learning amid the COVID-19 pandemic: Students' perspectives. Online Submission, 2(1), 45-51.
- Akdemir, A. B. & Kılıç, A. (2020). Higher education students‘ views on distance education practices. Milli Eğitim Dergisi, 49(1), 685-712.
- Amelan, R. (2020). UN Secretary-General warns of education catastrophe, pointing to UNESCO estimate of 24 million learners at risk of dropping out. Retrieved from https://en.unesco.org/news/secretary-general-warns-education-catastrophe-pointing-unesco-estimate-24-million-learners-0
- Balboni, G., Perrucci, V., Cacciamani, S., & Zumbo, B. D. (2018). Development of a scale of sense of community in university online courses. Distance Education, 39(3), 317-333.
- Başol, G., & Evin-Gencel, İ. (2013). Yansıtıcı düşünme düzeyini belirleme ölçeği: geçerlik ve güvenirlik çalışması. Kuram ve Uygulamada Eğitim Bilimleri, 13(2), 929-946.
- Başol, G., & Evin-Gencel, İ. (2013). Yansıtıcı düşünme düzeyini belirleme ölçeği: geçerlik ve güvenirlik çalışması. Kuram ve Uygulamada Eğitim Bilimleri, 13(2), 929-946.
- Berge, Z. L., & Muilenburg, L.Y. (2005) Student barriers to online learning: A factor analytic study. Distance Education, 26(1), 29-48.
- Cano, Y. M., & Venuti, F. (2020). Online learning can still be social. Retrieved from https://hbsp.harvard.edu/inspiring-minds/online-learning-can-still-be-social
- Chatterjee, R., & Correia, A. P. (2020). Online students’ attitudes toward collaborative learning and sense of community. American Journal of Distance Education, 34(1), 53-68.
- Coelho Junior, F. A., Botelho, E. D. A., Rego, M. C. B., Faiad, C., & Ramos, W. M. (2019). Attitudes towards Online Learning: What Do Brazilian Students Think about?. Turkish Online Journal of Distance Education, 20(4), 117-134.
- Cucinotta, D., & Vanelli, M. (2020). WHO declares COVID-19 a pandemic. Acta Bio-Medica: Atenei Parmensis, 91(1), 157-160.
- Dhawan, S. (2020). Online learning: A panacea in the time of COVID-19 crisis. Journal of Educational Technology Systems, 49(1), 5-22.
- Dolmacı, M. & Dolmacı, A. (2020). The views of the university students from foreign language preparation program on synchronous distance education. Milli Eğitim Dergisi, 49(1), 657-684.
- Eid, M. I., & Al-Jabri, I. M. (2016). Social networking, knowledge sharing, and student learning: The case of university students. Computers & Education, 99, 14-27.
- Eken, Ö, Tosun, N. & Eken-Tuzcu, D. (2020). Urgent and compulsory move to distance education upon covid-19: A general evaluation. Milli Eğitim Dergisi, 49(1), 113-128.
- Ergün, E., & Usluel, Y., (2015). Çevrimiçi öğrenme ortamlarına yönelik algılanan sosyal olabilme ölçeğinin geliştirilmesi Geçerlik ve güvenirlik çalışması. Eğitim Teknolojileri Araştırmaları Dergisi,6, 1-14.
- Fattah, F. A. M. A., Mohamed, A. H. H., Bashir, M. I. A., & Al Alawi, A. M. M. (2020). Determinants of knowledge-sharing behaviour among students at higher educational institutions in Oman: a planned behaviour theoretical perspective of knowledge sharing. Global Knowledge, Memory and Communication.
- Gagne, R. M. (1985). The conditions of Learning and theory of instruction (4th ed.). New York, NY: CBS College Publishing.
- Garrison, D. R., Anderson, T., & Archer, W. (1999). Critical inquiry in a text-based environment: Computer conferencing in higher education. The internet and higher education, 2(2-3), 87-105
- Gokcearslan, S. (2013). Developing a scale for the sense of community in online learning: A Validity and reliability study. Turkısh Librarianship, 27(1), 154-165.
- Gökçearslan, Ş., & Alper, A. (2015). The effect of locus of control on learners' sense of community and academic success in the context of online learning communities. The Internet and Higher Education, 27, 64-73.
- Hung, S. Y., Durcikova, A., Lai, H. M., & Lin, W. M. (2011). The influence of intrinsic and extrinsic motivation on individuals' knowledge sharing behavior. International Journal of Human-Computer Studies, 69(6), 415-427.
- Irwin, C., & Berge, Z. (2006). Socialization in the online classroom. E-Journal of Instructional Science and Technology, 9(1), 1-7.
- Jadin, T., Gnambs, T., & Batinic, B. (2013). Personality traits and knowledge sharing in online communities. Computers in Human Behavior, 29(1), 210-216.
- Kane, K., Robinson-Combre, J., Zane, L., & Berge, Z. L. (2010). Tapping into social networking: collaborating enhances both knowledge management and elearning. Journal of Information and Knowledge Management Systems, 40(1), 62-70.
- Kember, D., Leung, D. Y. P., Jones, A., Loke, A. Y., McKay, J., Sinclair, K. et al. (2000). Development of a questionnaire to measure the level of reflective thinking. Assessment & Evaluation in Higher Education, 25(4), 381-395.
- Khalid, F. (2019). Students’ identities and its relationships with their engagement in an Online Learning Community. International Journal of Emerging Technologies in Learning (iJET), 14(05), 4-19.,
- Kipkosgei, F., Kang, S. W., & Choi, S. B. (2020). A team-level study of the relationship between knowledge sharing and trust in Kenya: Moderating role of collaborative technology. Sustainability, 12(4), 1615.
- Li, L. Y., & Lee, L. Y. (2016). Computerliteracy and online learning attitude toward GSOE students in distance education programs. Higher Education Studies, 6(3), 147-156.
- Lin, C. Y., & Huang, C. K. (2020). Understanding the antecedents of knowledge sharing behaviour and its relationship to team effectiveness and individual learning. Australasian Journal of Educational Technology, 36(2), 89-104.
- Ludwig-Hardman, S., & Dunlap, J. C. (2003). Learner support services for online students: Scaffolding for success. The International Review of Research in Open and Distributed Learning, 4(1), 1-15.
- McMillan, D., & Chavis, D. (1986). Sense of community: A definition and theory. Journal of Community Psychology, 14(1). 6-23.
- Mitchell, B., & Geva-May, I. (2009). Attitudes affecting online learning implementation in higher education. International Journal of E-Learning & Distance Education/Revue internationale du e-learning et la formation à distance, 23(1), 71-88.
- Moore M.G. (1993). Theory of transactional distance. In D. Keegan (Ed.), Theoretical Principles of Distance Education (p22–38). New York: Routledge.
- Nguyen, T. (2015). The effectiveness of online learning: Beyond no significant difference and future horizons. MERLOT Journal of Online Learning and Teaching, 11(2), 309-319.
- Nguyen, T. M., & Malik, A. (2020). Cognitive processes, rewards and online knowledge sharing behaviour: the moderating effect of organisational innovation. Journal of Knowledge Management, 24(6), 1241-1261.
- Okur, M. R., Paşaoğlu Baş, D., & Uça Güneş, E. P. (2019). Açık ve uzaktan öğrenmede öğrenimi bırakma sebeplerinin incelenmesi. Journal of Higher Education & Science, 9(2), 225-235.
- Osborn, V. (2001). Identifying at‐risk students in videoconferencing and web‐based distance education. American Journal of Distance Education, 15(1), 41–54. doi:10.1080/08923640109527073
- Pangil, F., & Chan, J. M. (2014). The mediating effect of knowledge sharing on the relationship between trust and virtual team effectiveness. Journal of Knowledge Management, 18(1). 92-106.
- Pullu, E. K. & Gömleksiz, M. N.(2020). Analysis of relationship between readiness and attitude levels of vocational school students for online learning in terms of several variables in the process of covid 19 pandemic. Milli Eğitim Dergisi, 49(1), 757-782.
- Rahman, M.S., Abdel Fattah, F.A.M., Hassan, H. and Haque, T. (2020). An integrated understanding of academics knowledge sharing behaviour: A comparative study on HLIs, Global Knowledge, Memory and Communication, Vol. ahead-of-print No. ahead-of-print.
- Rasheed, M. I., Malik, M. J., Pitafi, A. H., Iqbal, J., Anser, M. K., & Abbas, M. (2020). Usage of social media, student engagement, and creativity: The role of knowledge sharing behavior and cyberbullying. Computers & Education, 159, 104002.
- Raspopovic, M., Cvetanovic, S., Medan, I., & Ljubojevic, D. (2017). The effects of integrating social learning environment with online learning. International Review of Research in Open and Distributed Learning, 18(1), 142-160.
- Rovai, A. P. (2002a). Development of an instrument to measure classroom community. Internet and Higher Education, 5, 197-211.
- Rovai, A. P. (2002b). Preliminary look at structural differences in sense of classroom community between higher education traditional and ALN courses. Journal of Asynchronous Learning Networks, 6(1), 41-56.
- Salmon, G. (2012). E-moderating: The key to online teaching and learning. Routledge
- Saritepeci, M. (2017). Ortaokul düzeyinde dijital hikâye anlatımının yansıtıcı düşünme becerisi üzerindeki etkisinin incelenmesine yönelik deneysel bir çalışma. Bartin Üniversitesi Egitim Fakültesi Dergisi, 6(3), 1367-1384.
- Saritepeci, M., Yıldız Durak, H. (2020). Açık ve uzaktan öğrenme ortamlarında farklı öğrenme durumları için öğretim biçimleri. S. Karataş ve E. Kılıç Çakmak (Ed.) Açık ve Uzaktan Öğrenme, (Chapter 7, pp. 115-131). Pegem Yayıncılık.
- Sohail, M. S., & Daud, S. (2009). Knowledge sharing in higher education institutions Perspectives from Malaysia. VINE: The Journal of Information and Knowledge Management Systems, 39(2), 125-142.
- Strampel, K., & Oliver, R. (2007, December). Using technology to foster reflection in higher education. In ICT: Providing choices for learners and learning. Proceedings ascilite Singapore 2007.
- Sun, A., & Chen, X. (2016). Online education and its effective practice: A research review. Journal of Information Technology Education, 15, 157-190.
- Tavşancıl, E. (2002). Tutumların ölçülmesi ve SPSS ile veri analizi. Ankara: Nobel Yayınevi.
- Telli Yamamato, G., & Altun, D. (2020). The Coronavirus and the rising of online education. Journal of University Research, 3(1), 25-34. http://doi.org/10.26701/uad.711110
- Tong, C., Tak, W. I. W., & Wong, A. (2013). The impact of knowledge sharing on the relationship between organizational culture and job satisfaction:The perception of information communication and technology (ICT) practitioners in Hong Kong. International Journal of Human Resource Studies, 3(1), 9,19-47.
- UNESCO (2020a). 10 recommendations to ensure that learning remains uninterrupted. Retrieved from https://en.unesco.org/news/covid-19-10-recommendations-plan-distance-learning-solutions
- UNESCO. (2020b). COVID-19 and higher education:Today and tomorrow. Retrieved from http://www.iesalc.unesco.org/en/wp-content/uploads/2020/04/COVID-19-EN-090420-2.pdf
- Usta, İ., Uysal, Ö., & Okur, M. R. (2016). Online learning attitude scale: Development, validity and reliability. Journal of International Social Research, 9(43), 2215-2222.
- Wang, M., MacArthur, D. A., & Crosby, B. (2003). A descriptive study of community college teachers’ attitudes toward online learning. TechTrends, 47(5), 28-31.
- Wilson, B., & Ryder, M. (1998). Distributed learning communities: An alternative to designed instructional systems. Retrieved from http://www.adraptis.com/voithima/theoretic/distributed_learning.pdf.
- Yavuz, M., Kayalı, B., Balat, Ş. & Karaman, S. (2020). Review of distance learning applications in the universities in the covid-19 period. Milli Eğitim Dergisi, 49(1), 129-154.
- Yilmaz, R. (2016). Knowledge sharing behaviors in e-learning community: Exploring the role of academic self-efficacy and sense of community. Computers in Human Behavior, 63, 373-382.
- Yu, T. K., Lu, L. C., & Liu, T. F. (2010). Exploring factors that influence knowledge sharing behavior via weblogs. Computers in Human Behavior, 26(1), 32-41.
- Yücel, Ü. A., & Ergün, E. (2015). Adaptation of the knowledge sharing behavior in online Learning environments scale to Turkish: A aalidity and reliability study. Başkent University Journal of Education, 2(2), 219-228.
- Zhu, Y., Zhang, J. H., Au, W., & Yates, G. (2020). University students’ online learning attitudes and continuous intention to undertake online courses: A self-regulated learning perspective. Educational Technology Research and Development, 1-35.