Social media on blended learning: the effect of rapport and motivation

References

• Abdillah, L. A. 2017. “Exploring Students Blended Learning Through Social Media.” ComTech (Computer, Mathematics and Engineering Applications) 7 (4): 245–254.
   Google Scholar
• Al Qahtani, A. A., and S. E. Higgins. 2013. “Effects of Traditional, Blended and E-Earning on Students’ Achievement in Higher Education.” Journal of Computer Assisted Learning 29 (3): 220–234.
   Web of Science ®Google Scholar
• Badilla, M. G., A. Vera, and M. Lytras. 2016. “Pre-Service Teachers’ Skills and Perceptions About the Use of Virtual Learning Environments to Improve Teaching and Learning.” Behaviour & Information Technology 36 (6): 575–588.
   Web of Science ®Google Scholar
• Bong, M., and E. M. Skaalvik. 2003. “Academic Self-Concept and Self-Efficacy: How Different Are They Really?” Educational Psychology Review 15 (1): 1–40.
   Web of Science ®Google Scholar
• Bonk, C. J., and C. R. Graham. 2012. The Handbook of Blended Learning: Global Perspectives. Local Designs: John Wiley & Sons.
   Google Scholar
• Brown, M. G. 2016. “Blended Instructional Practice: A Review of the Empirical Literature on Instructors’ Adoption and Use of Online Tools in Face-to-Face Teaching.” The Internet and Higher Education 31: 1–10.
   Web of Science ®Google Scholar
• Byrne, B. M. 2013. Structural Equation Modeling with Amos: Basic Concepts, Applications, and Programming. New York, NY: Routledge.
   Google Scholar
• Chen, B., and T. Bryer. 2012. “Investigating Instructional Strategies for Using Social Media in Formal and Informal Learning.” The International Review of Research in Open and Distributed Learning 13 (1): 87–104.
   Web of Science ®Google Scholar
• Cho, M. H., and D. Shen. 2013. “Self-Regulation in Online Learning.” Distance Education 34 (3): 290–301.
   Web of Science ®Google Scholar
• CNNIC. 2020. “44th China Internet Development Statistics Report.” China Internet Network Information Center, Accessed May 20. http://www.199it.com/archives/930952.html.2019-09-01.
   Google Scholar
• Coyne, E., H. Rands, V. Frommolt, V. Kain, M. Plugge, and M. Mitchell. 2018. “Investigation of Blended Learning Video Resources to Teach Health Students Clinical Skills: An Integrative Review.” Nurse Education Today 63: 101–107.
   PubMed Web of Science ®Google Scholar
• Davis, H. A. 2003. “Conceptualizing the Role and Influence of Student-Teacher Relationships on Children's Social and Cognitive Development.” Educational Psychologist 38 (4): 207–234.
   Web of Science ®Google Scholar
• DellAntonio, J. 2017. “Retaining the on-Line Rn-to-Bsn Nursing Student: Does Instructor Immediacy Matter?” Teaching and Learning in Nursing 12 (2): 122–127.
   Web of Science ®Google Scholar
• Ekwunife-Orakwue, K. C. V., and T.-L. Teng. 2014. “The Impact of Transactional Distance Dialogic Interactions on Student Learning Outcomes in Online and Blended Environments.” Computers & Education 78: 414–427.
   Web of Science ®Google Scholar
• Eom, S. B., and N. Ashill. 2016. “The Determinants of Students’ Perceived Learning Outcomes and Satisfaction in University Online Education: An Update.” Decision Sciences Journal of Innovative Education 14 (2): 185–215.
   Web of Science ®Google Scholar
• Forkosh-Baruch, A., A. Hershkovitz, and R. P. Ang. 2015. “Teacher-Student Relationship and Sns-Mediated Communication: Perceptions of Both Role-Players.” Interdisciplinary Journal of e-Skills and Lifelong Learning 11: 273–289.
   Google Scholar
• Frisby, B. N., and M. M. Martin. 2010. “Instructor–Student and Student–Student Rapport in the Classroom.” Communication Education 59 (2): 146–164.
   Google Scholar
• Frymier, A. B. 2005. “Students’ Classroom Communication Effectiveness.” Communication Quarterly 53 (2): 197–212.
   Google Scholar
• Garrison, D. R., T. Anderson, and W. Archer. 1999. “Critical Inquiry in a Text-Based Environment: Computer Conferencing in Higher Education.” The Internet and Higher Education 2 (2): 87–105.
   Google Scholar
• Garrison, D. R., M. Cleveland-Innes, and T. Fung. 2004. “Student Role Adjustment in Online Communities of Inquiry: Model and Instrument Validation.” Journal of Asynchronous Learning Networks 8 (2): 61–74.
   Google Scholar
• Garrison, D. R., M. Cleveland-Innes, and T. S. Fung. 2010. “Exploring Causal Relationships among Teaching, Cognitive and Social Presence: Student Perceptions of the Community of Inquiry Framework.” The Internet and Higher Education 13 (1): 31–36.
   Web of Science ®Google Scholar
• Heilesen, S. B. 2010. “What Is the Academic Efficacy of Podcasting?” Computers & Education 55 (3): 1063–1068.
   Web of Science ®Google Scholar
• Hershkovitz, A., and A. Forkosh-Baruch. 2013. “Student-Teacher Relationship in the Facebook Era: The Student Perspective.” International Journal of Continuing Engineering Education and Life Long Learning 23 (1): 33–52.
   Google Scholar
• Hill, T., L. Chidambaram, and J. D. Summers. 2017. “Playing ‘Catch up’ with Blended Learning: Performance Impacts of Augmenting Classroom Instruction with Online Learning.” Behaviour & Information Technology 36 (1): 54–62.
   Web of Science ®Google Scholar
• Hong, J. C., M. Y. Hwang, K. H. Tai, and C. R. Tsai. 2017. “An Exploration of Students’ Science Learning Interest Related to Their Cognitive Anxiety, Cognitive Load, Self-Confidence and Learning Progress Using Inquiry-Based Learning with an Ipad.” Research in Science Education 47 (6): 1193–1212.
   Web of Science ®Google Scholar
• Hrastinski, S. 2009. “A Theory of Online Learning as Online Participation.” Computers & Education 52 (1): 78–82.
   Web of Science ®Google Scholar
• Hsu, T. C., J. T. Li, S. Govaerts, and D. Gillet. 2017. “The Perceptions of Using Instant Interaction Applications for Enhancing Peer Discussion in a Flipped Classroom.” International Journal of Mobile Learning and Organisation 11 (1): 1–14.
   Google Scholar
• King, R. B., and S. Areepattamannil. 2014. “What Students Feel in School Influences the Strategies They Use for Learning: Academic Emotions and Cognitive/Meta-Cognitive Strategies.” Journal of Pacific Rim Psychology 8 (1): 18–27.
   Web of Science ®Google Scholar
• Kornilova, T. V., S. A. Kornilov, and M. A. Chumakova. 2009. “Subjective Evaluations of Intelligence and Academic Self-Concept Predict Academic Achievement: Evidence from a Selective Student Populatio.” Learning and Individual Differences 19 (4): 596–608.
   Web of Science ®Google Scholar
• Korr, J., E. B. Derwin, K. Greene, and W. Sokoloff. 2012. “Transitioning an Adult-Serving University to a Blended Learning Model.” The Journal of Continuing Higher Education 60 (1): 2–11.
   Google Scholar
• Kreijns, K., P. A. Kirschner, and M. Vermeulen. 2013. “Social Aspects of Cscl Environments: A Research Framework.” Educational Psychologist 48 (4): 229–242.
   Web of Science ®Google Scholar
• Lambi, D. 2016. “Correlation Between Facebook Use for Educational Purposes and Academic Performance of Students.” Computers in Human Behavior 61: 313–320.
   Web of Science ®Google Scholar
• Liu, S., J. Keeley, and W. Buskist. 2015. “Chinese College Students’ Perceptions of Characteristics of Excellent Teachers.” Teaching of Psychology 42 (1): 83–86.
   Web of Science ®Google Scholar
• Lowman, J. 1984. Mastering the Techniques of Teaching. San Francisco: Jossey-Bass.
   Google Scholar
• Mackey, K. R. M., and D. L. Freyberg. 2010. “The Effect of Social Presence on Affective and Cognitive Learning in an International Engineering Course Taught Via Distance Learning.” Journal of Engineering Education 99 (1): 23–34.
   Web of Science ®Google Scholar
• Manca, S., and M. Ranieri. 2013. “Is It a Tool Suitable for Learning? A Critical Review of the Literature on Facebook as a Technology-Enhanced Learning Environment.” Journal of Computer Assisted Learning 29 (6): 487–504.
   Web of Science ®Google Scholar
• Mata-Rivera, F., M. Torres-Ruiz, G. Guzmán, M. Moreno-Ibarra, and R. Quintero. 2015. “A Collaborative Learning Approach for Geographic Information Retrieval Based on Social Networks.” Computers in Human Behavior 51: 829–842.
   Web of Science ®Google Scholar
• Mazer, J. P., R. E. Murphy, and C. J. Simonds. 2007. “I'll See You on “Facebook”: The Effects of Computer-Mediated Teacher Self-Disclosure on Student Motivation, Affective Learning, and Classroom Climate.” Communication Education 56 (1): 1–17.
   Web of Science ®Google Scholar
• Menolli, A. L. A., H. S. Pinto, S. Reinehr, and A. Malucelli. 2017. “Secol: A Semantic Environment Based on Social Media to Support Organisational Learning.” Behaviour & Information Technology 36 (4): 364–389.
   Web of Science ®Google Scholar
• Mottet, T. P., and S. A. Beebe. 2002. “Relationships Between Teacher Nonverbal Immediacy, Student Emotional Response, and Perceived Student Learning.” Communication Research Reports 19 (1): 77–88.
   Google Scholar
• Nkhoma, M., H. P. Cong, B. Au, T. Lam, J. Richardson, R. Smith, and J. El-Den. 2015. “Facebook as a Tool for Learning Purposes: Analysis of the Determinants Leading to Improved Students’ Learning.” Active Learning in Higher Education 16 (2): 87–101.
   Web of Science ®Google Scholar
• Quin, D. 2017. “Longitudinal and Contextual Associations Between Teacher–Student Relationships and Student Engagement: A Systematic Review.” Review of Educational Research 87 (2): 345–387.
   Web of Science ®Google Scholar
• Reynolds, W. M. 1988. “Measurement of Academic Self-Concept in College Students.” Journal of Personality Assessment 52 (2): 223–240.
   Web of Science ®Google Scholar
• Richardson, J. C., Y. Maeda, J. Lv, and S. Caskurlu. 2017. “Social Presence in Relation to Students’ Satisfaction and Learning in the Online Environment: A Meta-Analysis.” Computers in Human Behavior 71: 402–417.
   Web of Science ®Google Scholar
• Rockinson-Szapkiw, A. J., J. Wendt, M. Wighting, and D. Nisbet. 2016. “The Predictive Relationship among the Community of Inquiry Framework, Perceived Learning and Online, and Graduate Students’ Course Grades in Online Synchronous and Asynchronous Courses.” International Review of Research in Open and Distributed Learning 17 (3): 18–35.
   Web of Science ®Google Scholar
• Roorda, D. L., H. M. Koomen, J. L. Spilt, and F. J. Oort. 2011. “The Influence of Affective Teacher-Student Relationships on Students’ School Engagement and Achievement: A Meta-Analytic Approach.” Review of Educational Research 81 (4): 493–529.
   Web of Science ®Google Scholar
• Rourke, L., T. Anderson, D. R. Garrison, and W. Archer. 1999. “Assessing Social Presence in Asynchronous Text-Based Computer Conferencing.” International Journal of E-Learning & Distance Education 14 (2): 50–71.
   Google Scholar
• Schumacker, R. E. 2017. Interaction and Nonlinear Effects in Structural Equation Modeling. New York, NY: Routledge.
   Google Scholar
• Shea, P., and T. Bidjerano. 2010. “Learning Presence: Towards a Theory of Self-Efficacy, Self-Regulation, and the Development of a Communities of Inquiry in Online and Blended Learning Environments.” Computers & Education 55 (4): 1721–1731.
   Web of Science ®Google Scholar
• Shen, C. W., C. J. Kuo, and P. T. M. Ly. 2017. “Analysis of Social Media Influencers and Trends on Online and Mobile Learning.” The International Review of Research in Open and Distributed Learning 18 (1): 209–224.
   Web of Science ®Google Scholar
• Sitzmann, T., K. Ely, K. G. Brown, and K. N. Bauer. 2010. “Self-Assessment of Knowledge: A Cognitive Learning or Affective Measure?” Academy of Management Learning & Education 9 (2): 169–191.
   Web of Science ®Google Scholar
• Steins, G., and B. Behravan. 2017. “Teacher-Student-Relationships in Teacher Education: Exploring Three Projects of Knowledge Transfer Into Action.” Psychology (Savannah, Ga ) 08 (5): 746–770.
   Google Scholar
• Su, C. C., and N. K. Chan. 2017. “Predicting Social Capital on Facebook: The Implications of Use Intensity, Perceived Content Desirability, and Facebook-Enabled Communication Practices.” Computers in Human Behavior 72: 259–268.
   Web of Science ®Google Scholar
• Sung, Y. T., J. M. Yang, and H. Y. Lee. 2017. “The Effects of Mobile-Computer-Supported Collaborative Learning: Meta-Analysis and Critical Synthesis.” Review of Educational Research 87 (4): 768–805.
   PubMed Web of Science ®Google Scholar
• Szeto, E., and A. Y. Cheng. 2016. “Towards a Framework of Interactions in a Blended Synchronous Learning Environment: What Effects Are There on Students’ Social Presence Experience.” Interactive Learning Environments 24 (3): 487–503.
   Web of Science ®Google Scholar
• Thai, N. T. T., B. De Wever, and M. Valcke. 2017. “The Impact of a Flipped Classroom Design on Learning Performance in Higher Education: Looking for the Best “Blend” of Lectures and Guiding Questions with Feedback.” Computers & Education 107: 113–126.
   Web of Science ®Google Scholar
• Turula, A. 2018. “The Shallows and the Depths. Cognitive and Social Presence in Blended Tutoring.” Technology, Pedagogy and Education 27 (2): 233–250.
   Web of Science ®Google Scholar
• Wang, Y.-W., S.-Y. Gong, J.-W. Li, and X.-Y. Chai. 2014. “The Interaction Between Teachers and Students and the Learning of Japanese Courses in Micro-Blog Environment.” Teacher Education Forum 21 (1): 83–89.
   Google Scholar
• Wang, W., L. Guo, L. He, and Y. J. Wu. 2019. “Effects of Social-Interactive Engagement on the Dropout Ratio in Online Learning: Insights from MOOC.” Behaviour & Information Technology 38 (6): 621–636. doi:10.1080/0144929X.2018.1549595.
   Web of Science ®Google Scholar
• Wicks, D. A., B. B. Craft, G. N. Mason, K. Gritter, and K. Bolding. 2015. “An Investigation Into the Community of Inquiry of Blended Classrooms by a Faculty Learning Community.” The Internet and Higher Education 25: 53–62.
   Web of Science ®Google Scholar
• Wu, Y., W. J. Liu, and C. Yuan. 2020. “A Mobile-Based Barrier-Free Service Transportation Platform for People with Disabilities.” Computers in Human Behavior 107: 105776.
   Web of Science ®Google Scholar
• Wu, Y. C., C. I. Pan, and C. H. Yuan. 2017. “Attitudes Towards the Use of Information and Communication Technology in Management Education.” Behaviour & Information Technology 36 (3): 243–254.
   Web of Science ®Google Scholar
• Wu, Y. C., T. Wu, and Y. Li. 2019. “Impact of Using Classroom Response Systems on Students’ Entrepreneurship Learning Experience.” Computers in Human Behavior 92: 634–645.
   Web of Science ®Google Scholar
• Yang, J. C., B. Quadir, N. Chen, and Q. Miao. 2016. “Effects of Online Presence on Learning Performance in a Blog-Based Online Course.” The Internet and Higher Education 30: 11–20.
   Web of Science ®Google Scholar
• Yildirim, I. 2017. “The Effects of Gamification-Based Teaching Practices on Student Achievement and Students’ Attitudes Toward Lessons.” The Internet and Higher Education 33: 86–92.
   Web of Science ®Google Scholar
• Yu, A. Y., S. W. Tian, D. Vogel, and R. C. W. Kwok. 2010. “Can Learning Be Virtually Boosted? An Investigation of Online Social Networking Impacts.” Computers & Education 55 (4): 1494–1503.
   Web of Science ®Google Scholar
• Yu, C., Z. Zhang, C. Lin, and Y. Wu. 2019. “Can Data-Driven Precision Marketing Promote User Ad Clicks? Evidence from Advertising in WeChat Moments.” Industrial Marketing Management, doi:10.1016/j.indmarman.2019.05.001.
   Web of Science ®Google Scholar
• Zhan, Z., and H. Mei. 2013. “Academic Self-Concept and Social Presence in Face-to-Face and Online Learning: Perceptions and Effects on Students’ Learning Achievement and Satisfaction Across Environments.” Computers & Education 69: 131–138.
   Web of Science ®Google Scholar
• Zhang, Q. 2009. “Perceived Teacher Credibility and Student Learning: Development of a Multicultural Model.” Western Journal of Communication 73 (3): 326–347.
   Google Scholar
• Zhang, W. 2018. “Comparing Learning Outcomes of Blended Learning and Traditional Face-to-Face Learning of University Students in Esl Courses.” International Journal on E-Learning 17 (2): 251–273.
   Google Scholar
• Zhao, H., K. P. H. Sullivan, and I. Mellenius. 2014. “Participation, Interaction and Social Presence: An Exploratory Study of Collaboration in Online Peer Review Groups.” British Journal of Educational Technology 45 (5): 807–819.
   Web of Science ®Google Scholar
• Zhou, J., and W. Guo. 2016. “Imitation in Undergraduate Teaching and Learning.” Journal of Effective Teaching 16 (3): 5–27.
   Google Scholar