- Volume 28 Issue 4
DOI QR Code
Does Social Media Use Increase or Decrease Learning Performance? A Meta-Analysis Based on International English Journal Studies
- Park, Ki-ho (Management of Digital Technology, College of Administration, Hoseo University) ;
- Ren, Gaufei (Management of Digital Technology, Hoseo University)
- Received : 2019.11.30
- Accepted : 2019.12.21
- Published : 2019.12.31
Purpose This paper is to make a meta-analysis of the relationship between the social media use and learning performance as well as its potential moderating variables to clarify the differences in research conclusions in existing literatures, and refine the situational and method factors that affect the relationship between them. Methodology Meta-analysis used in this study can combine the quantitative data from different empirical studies, focus on the same research problem, and finally reach a research conclusion. Findings The results show that social media use and learning performance have a moderating positive correlation. The moderating effect test of usage scenarios shows that social media types, usage groups, application platforms and discipline fields have moderating effects on the relationship between social media use and learning performance. The moderating effect test of the research method found that measurement models, data attributes and learning performance indicators also had moderating effects on the relationship between social media use and learning performance.
- 김정은, 김성준, 권두순, "소셜 네트워크 서비스(SNS) 이용자들의 개인정보보호 행동에 관한 연구 : 보호동기이론을 중심으로", 정보시스템연구, 25권, 3호, 2016, pp. 1-30.
- 김종기, 김진성, 뢰정첩, "소셜 네트워크 서비스가 사회적 자본에 미치는 영향", 정보시스템연구, 21권, 3호, 2012, pp. 163-186.
- Abbas, J., Aman, J., Nurunnabi, M, Bano, S. "The Impact of Social Media on Learning Behavior for Sustainable Education: Evidence of Students from Selected Universities in Pakistan". Sustainability, 2019, 11, pp. 1683. https://doi.org/10.3390/su11061683
- Al-Rahmi W.M., Alias N., Othman M.S., Marin V.I. and Tur G., "A model of factors affecting learning performance through the use of social media in Malaysian higher education". Computers and Education, 2018, Vol. 121, No. 6 , pp. 59-72. https://doi.org/10.1016/j.compedu.2018.02.010
- Bozoglan, B. Psychological, Social, and Cultural Aspects of Internet Addiction, IGI Global: Hershey, PA, USA, 2017
- Ceranoglu, T.A., "Inattention to Problematic Media Use Habits: Interaction between Digital Media Use and Attention-Deficit/Hyperactivity Disorder". Child Adolesc Psychiatr Clin N Am, 2018, Vol. 27, No. 2, pp. 183-191. https://doi.org/10.1016/j.chc.2017.11.009
- Hoffmann, C., Bublitz, W., "Pragmatics of Social Media". Politeness and impoliteness". 2017, pp. 607-632.
- Kelly, Y.; Zilanawala, A.; Booker, C.; Sacker, "A. Social Media Use and Adolescent Mental Health: Findings from the UK Millennium Cohort Study". E Clinical Medicine, Vol. 6, 2018, pp. 59-68.
- Kim, T.T.; Karatepe, O., Lee, G., Demiral, H. "Do Gender and Prior Experience Moderating the Factors Influencing Attitude toward Using Social Media for Festival Attendance?", Sustainability, 2018, Vol. 10, pp. 3509. https://doi.org/10.3390/su10103509
- le Roux, D.B.; Parry, D.A., "In-lecture media use and academic performance: Does subject area matter?". Computers in Human Behavior. 2017, Vol. 77, pp. 86-94. https://doi.org/10.1016/j.chb.2017.08.030
- Nielsen, M.I.S.W., "Computer-mediated communication and self-awareness-A selective review". Computers in Human Behavior, 2017, Vol. 76, pp. 554-560. https://doi.org/10.1016/j.chb.2017.08.015
- Shepherd, S.V., Freiwald, W.A., "Functional Networks for Social Communication in the Macaque Monkey". Neuron, 2018, Vol. 99, pp. 413-420. https://doi.org/10.1016/j.neuron.2018.06.027
- Stathopoulou, A., Siamagka, N.-T., Christodoulides, G., "A multi-stakeholder view of social media as a supporting tool in higher education: An educator-student perspective". European Management Journal, 2019, Vol. 1, pp. 8-10.
- Tella, A., Social Media Strategies for Dynamic Library Service Development, IGI Global: Hershey, PA, USA, 2014.
- Terzi, B. Bulut, S. Kaya, N., "Factors affecting nursing and midwifery students' attitudes toward social media". Nurse Educ. Pract, 2019, Vol. 35, pp. 141-149. https://doi.org/10.1016/j.nepr.2019.02.012
- Tulin, M. Pollet, T.V., Lehmann-Willenbrock, N., "Perceived group cohesion versus actual social structure: A study using social network analysis of egocentric Facebook networks". Soc. Sci. Res, 2018, Vol. 74, pp. 161-175. https://doi.org/10.1016/j.ssresearch.2018.04.004
- Wan, J., Lu, Y., Wang, B., Zhao, L. "How attachment influences users' willingness to donate to content creators in social media: A socio-technical systems perspective". Information management, 2017, Vol. 54, pp. 837-850. https://doi.org/10.1016/j.im.2016.12.007