Stop Texting While Learning: A Meta-Analysis of Social Networks Use and Academic Performances
Teachers and university lecturers face an unsolved problem, which is students’ multitasking behaviors during class time, such as texting or playing a game. It is important to examine the most powerful predictor that can result in students’ educational performances. Meta-analysis was used to analyze the research articles, which were published with the keywords, multitasking, class performance, and texting. We selected 14 research articles published during 2008-2013 from online databases, and four articles met the predetermined inclusion criteria. Effect size of each pair of variables was used as the dependent variable. The findings revealed that the students’ expectancy and value on SNSs usages is the best significant predictor of their educational performances, followed by their motivation and ability in using SNSs, prior educational performances, usage behaviors of SNSs in class, and their personal characteristics, respectively. Future study should conduct a longitudinal design to better understand the effect of multitasking in the classroom.
Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1339852Procedia APA BibTeX Chicago EndNote Harvard JSON MLA RIS XML ISO 690 PDF Downloads 1191
 E. Alwagait, B. Shahzad and S. Alim, “Impact of social media usage on students’ academic performance in Saudi Arabia,” Computers in Human Behavior, vol. 51, pp. 1092-1097, 2015.
 A. Lepp, J. E. Barkley and A. C. Karpinski, “The relationship between cell phone use and academic performance in a sample of US college students,” SAGE Open, vol. 5, no. 1, 2158244015573169., 2015.
 Lawson, D. and B. B. Henderson, “The Costs of Texting in the Classroom. College Teaching,” vol. 63, no. 3, pp. 119-124, 2015.
 Pasek, J. and E. Hargittai, “Facebook and academic performance: Reconciling a media sensation with data,” First Monday, vol. 14, no. 5, 2009.
 W. C. Jacobsen and R. Forste, “The wired generation: Academic and social outcomes of electronic media use among university students,” Cyberpsychology, Behavior, and Social Networking, vol. 14, no. 5, pp. 275-280. 2011.
 J. Ahn, “The effect of social network sites on adolescents' social and academic development: Current theories and controversies,” Journal of the American Society for information Science and Technology, vol. 62, no. 8, pp. 1435-1445, 2011.
 A. M. Helou and N. Z. Rahim, “The influence of social networking sites on students’ academic performance in Malaysia,” Int J Electron Commer, vol. 4, no. 2, 2013.
 J. Lee, Y. Lee and M. H. Kim, “Perceptions of Teachers and Students towards Educational Application of SNS and its Educational Effects in Middle School Class,” TOJET, vol. 14, no. 4, 2015.
 S. Y. Kim and M. R. Kim, “Educational Implication of Reflection Activities Using SNS in Cooperative Learning,” Procedia-Social and Behavioral Sciences, vol. 103, pp. 340-347, 2013.
 J. Lim and J. C. Richardson, “Exploring the effects of students' social networking experience on social presence and perceptions of using SNSs for educational purposes,” The Internet and Higher Education, vol. 29, pp. 31-39, 2016.
 R. Watanabe, H. Ehara and E. Aoki, “Study and Practice on Information Technology in an Educational Field Using a Cloud Service and SNS,” in Proc. Complex, Intelligent, and Software Intensive Systems (CISIS), 2013 Seventh International Conference, 2013, pp. 760-765.
 P. Sumrejkitcharoen, “The Outcome of Group Process Learning Technique Promoting Thinking Skills: A Case Study of Business Computer Students,” Faculty of Management Science, Suan Sunandha Rajabhat University, SSRU Journal of Management Science, vol. 2, no. 1, pp. 44-56, 2015.
 R. Junco, Student class standing, “Facebook use, and academic performance,” Journal of Applied Developmental Psychology, vol. 36, pp. 18-29, 2015.
 N. S. Hawi and M. Samaha, “To excel or not to excel: Strong evidence on the adverse effect of smartphone addiction on academic performance,” Computers and Education, vol. 98, pp. 81-89, 2016.
 D.G. Brown and K.R. Petitto, “The status of ubiquitous computing,” Educase Review, vol. 38, pp. 25–33, 2003.
 B.E. Weaver and L.B. Nilson, “Laptops in class: What are they good for? What can you do with them,” New Directions in Teaching and Learning, vol. 101, pp. 3-13, 2005.
 C. M. Chiu, and E. T. Wang, “Understanding Web-based learning continuance intention: The role of subjective task value,” Information and Management, vol. 45, no. 3, pp. 194-201, 2008.
 M. Driver, “Exploring student perceptions of group interactions and class satisfaction in the web-enhanced classroom,” The Internet and Higher Education, vol. 5, pp. 35–45, 2002.
 G. R. MacKinnon and C. Vibert, “Juding the constructive impacts of communication technologies: a business education study,” Education and Information Technology, vol. 7, pp. 127-135, 2002.
 D. Siegle and T. Foster, “Laptop computers and multimedia and presentation software: their effects on student achievement in anatomy and physiology,” Journal of Research on Technology in Education, 34, pp. 29-37, 2001.
 E. Downs, A. Tran R. McMenemy and N. Abegaze, “Exam performance and attitudes toward multitasking in six, multimedia–multitasking classroom environments,” Computers and Education, vol. 86, pp. 250-259, 2015.
 L. M. Carrier, L. D. Rosen, N. A. Cheever and A. F. Lim, “Causes, effects, and practicalities of everyday multitasking,” Developmental Review, vol. 35, pp. 64-78, 2015.
 R. Junco, “Too much face and not enough books: The relationship between multiple indices of Facebook use and academic performance,” Computers in Human Behavior, vol. 28, pp. 187–198, 2012.
 A.D. Carswell and V. Venkatesh, “Learning outcomes in an asynchronous distance education environment,” International Journal of Human-Computer studies, vol. 56, pp. 475-494, 2002.
 C.B. Fried, “In-class laptop use and its effects on student learning,” Computers and Education, vol. 50, pp. 906–914, 2008.
 J. Schwartz, “Professors vie with Wed for class’s attention,” New York Times (January 2), A1. 2003.
 A.C. Karpinski, P.A. Kirschner, I. Ozer, J.A. Mellott and P.Ochwo, “An exploration of social networking site use, multitasking, and academic performance among United States and European university students,” Computers in Human Behavior, vol. 29, pp. 1182–1192, 2013.
 P.A. Kirschner and A.C. Karpinski, “Facebook and academic performance.” Computers in Human Behavior, vol. 26, pp. 1237-1245, 2010.
 E.A. Kolek and D. Saunders, “Online disclosure: An empirical examination of undergraduate Facebook profiles,” NASPA Journal, vol. 45, no. 1, pp. 1-25, 2008.
 F. Sana, T. Weston and N.J. Cepeda, “Laptop multitasking hinders classroom learning for both users and nearby peers,” Computers and Education, vol. 62, pp. 24–31, 2013.
 L. Zhu, and B.L. Grabowski, “Web-Based Animation or Static Graphics: Is the Extra Cost of Animation Worth It?,” Journal of Educational Multimedia and Hypermedia, vol. 15, no. 3, (2006).
 P. Arunrangsiwed, “The Documentary Analysis of Meta-Analysis Research in Violence of Media,” International Science Index, vol. 8, no. 1, pp. 77–80, 2014.
 P. Arunrangsiwed and R. Komolsevin, “The Study of Users’ Conflict and Issues in the History of Social Networking Site: Myspace,” in Proc. The 7th International Conference Academics-Research on Sustainable Local Development toward ASEAN Community, Uttaradit, Thailand, 2013.
 L. R. Huesmann, J. Moise-Titus, C. L. Podolski and L. D. Eron, “Longitudinal relations between children's exposure to TV violence and their aggressive and violent behavior in young adulthood: 1977-1992,” Developmental psychology, vol. 39, no. 2, pp. 201. 2003.
 C. A. Anderson and W. A. Warburton, “The impact of violent video games: An overview,” Growing up fast and furious: Reviewing the impacts of violent and sexualised media on children, pp. 56-84, 2012.
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