Heng-Li Yang


This research investigates the effects of social networks on students’ performance in online education which uses networking as an adjunct mode for enhancing traditional face-to-face education or distance education. Using data from a 40-student course on Advanced Management Information Systems (AMIS), we empirically tested how social networks (friendly, advising, and adversarial) related to students’ performance. First, advising network variables are positively related to student performance both in the class and on the forum. Adversarial variables are negatively correlated with almost all students’
performance. Second, advising and adversarial network variables are good determinants for overall academic performance; however, adversarial network variables are not influential on students’ performance on the forum. Friendship network variables are not determinants of students’ performance. Implications for the results are also discussed.


Learning Effectiveness,Social Network Analysis,Asynchronous Learning,Forum

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Janicki, T. and Liegle, J. O. Development and evaluation of a framework for creating web-based learning modules: a pedagogical and systems perspective. Journal of Asynchronous Learning Networks, 2001. 5(1), This paper is online at http://www.sloan-c.org/publications/jaln/v5n1/v5n1_janicki.asp

Tolmie, A. and Boyle, J. Factors influencing the success of computer mediated communication (CMC) environments in university teaching: a review and case study. Computers and Education, 34: 119-140, 2000.

Rossman, M. H. Successful online teaching using an asynchronous learner discussion forum. Journal of Asynchronous Learning Networks, 3(2): 91-97, 1999. This paper is online at http://www.sloan-c.org/publications/jaln/v3n2/v3n2_rossman.asp

Parker, D. and Gemino, A. Inside online learning: comparing conceptual and technique learning performance in place-based and ALN formats. Journal of Asynchronous Learning Networks, 5(2): 64-74, 2001.This paper is online at http://www.sloan-c.org/publications/jaln/v5n2/v5n2_parkergemino.asp

Harasim, L. Shift happens: online education as a new paradigm in learning. Internet and Higher Education, 3: 41-61, 2000.

McGorry, S. Y. Online, but on target? Internet-based MBA courses: a case study. Internet and Higher Education, 5: 167-175, 2002.

Lieblein, E. Critical factors for successful delivery of online programs. Internet and Higher Education, 3: 161-174, 2000.

Alavi, M., Yoo, Y. and Vogel, D. R. Using information technology to add value to management education. Academy of Management Journal, 40(6): 1310-1333, 1997.

Webster, J. and Hackley, P. Teaching effectiveness in technology-mediated distance learning. Academy of Management Journal, 40(6): 1282-1309, 1997.

Motiwalla, L. and Tello, S. Distance learning on the Internet: an exploratory study. Internet and Higher Education, 2(4): 253-264, 2001.

Wilson, T. and Whitelock, D. What are the perceived benefits of participating in a computer-mediated communication (CMC) environment for distance learning computer science students? Computers and Education, 30(3/4): 259-269, 1998.

Yakimovicz, A. D. and Murphy, K. L. Constructivism and collaboration on the Internet: case study of a graduate class experience. Computers and Education, 24(3): 203-209, 1995.

Hiltz, S. R. and Turoff, M. What makes learning effective? Communications of ACM, 49(4): 56-59, 2002.

Baltes, B. B., Dickson, M. W., Sherman, M., Bauer, C. C. and LaGanke, J. S. Computer-mediated communication and group decision making: a meta-analysis. Organizational Behavior and Human Decision Processes, 87(1): 156-179, 2002.

Ricketts, J., Wolfe, F. H., Norvelle, E. and Carpenter, E. H. Asynchronous distributed education—a review and case study. Social Science Computer Review, 18(2): 132-146, 2000.

Guzdial, M. and Turns, J. Effective discussion through a computer-mediated anchored forum. Journal of the Learning Sciences, 9(4): 437-469, 2000.

Thomas, M. J. W. Learning within incoherent structures: the space of online discussion forums. Journal of Computer Assisted Learning, 18: 351-366, 2002.

Dietz-Uhler, B. and Bishop-Clark, C. The use of computer-mediated communication to enhance subsequent fact-to-face discussions. Computers in Human Behavior, 17: 269-283, 2001.

Hammond, M. Communications within on-line forums: the opportunities, the constraints and the value of a communicative approach. Computers and Education, 35: 251-262, 2000.

Benbunan-Fich, R. and Hiltz, S. R. Educational applications of CMCS: solving case studies through asynchronous learning networks. Journal of Computer-Mediated Communications, 4(3), 1999. This paper is online at http://www.ascusc.org/jcmc/vol4/issue3/benbunan-fich.html

Picciano, A. G. Beyond student perceptions: issues of interaction, presence, and performance in an online course. Journal of Asynchronous Learning Networks, 6(1): 21-40, 2002. This paper is online at http://www.sloan-c.org/publications/jaln/v6n1/v6n1_picciano.asp.

Lin, B. and Hsieh, C. T. Web-based teaching and learner control: a research review. Computers and Education, 37: 377-386, 2001.

Curtis, D. D. and Lawson, M. J. Exploring collaborative online learning. Journal of Asynchronous Learning Networks, 5(1): 21-34, 2001. This paper is online at http://www.sloan-c.org/publications/jaln/v5n1/v5n1_curtis.asp

Hiltz, S. R., Coppola, N., Rotter, N., and Turoff, M. Measuring the importance of collaborative learning for the effectiveness of ALN: a multi-measure, multi-method approach. Journal of Asynchronous Learning Networks, 4(2). This paper is online at http://www.sloan-c.org/publications/jaln/v4n2/v4n2_hiltz.asp.

Brass, D. J. Being in the right place: a structural analysis of individual influence in an organization. Administrative Science Quarterly, 29: 518-539, 1984.

Ibarra, H. Network centrality, power and innovation involvement: determinants of technical and administrative roles. Academy of Management Journal, 36: 471-501, 1993.

Baldwin, T. T., Bedell, M. D. and Johnson, J. L. The social fabric of a team-based M.B.A. program: network effects on student satisfaction and performance. Academy of Management Journal, 40(6): 1369-1397, 1997.

Sparrowe, R. T., Liden, R. C. and Kraimer, M. L. Social networks and the performance of individuals and groups. Academy of Management Journal, 44(2): 316-325, 2001.

Haythornthwaite, C. A Social Network Study of the Growth of Community Among Distance Learners. in Internet Research and Information for Social Scientists Conference, Bristol, UK. 1998.

Guldner, C. E. and Stone-Winestock, P. The use of sociometry in teaching at the university level. Journal of Group Psychotherapy, Psychodrama & Sociometry, 47(4): 177-186, 1995.

Wasserman, S. and Faust, K. Social Network Analysis. 1994: Cambridge.

Fehr, B. Friendship processes. 1996, Thousand Oaks, California: Sage.

Zeggelink, E., Stokman, F., Van Duijn, M., and Wasseur, F. Evolution of sociology freshmen into a friendship network. Working Paper, 2001.

Ibarra, H. Race, opportunity, and diversity of social circles in managerial networks. Academy of Management Journal, 38: 673-703, 1995.

Lincoln, J. and Miller, J. Work and friendship ties in organizations: a comparative analysis of relational networks. Administrative Science Quarterly, 24: 181-199, 1979.

Borgatti, S., Everett, M.G. and L.C. Freeman, UCINET 5.0 Version 1.00. 1999, Natick: Analytic Technologies.

Hiltz, S. R. and Wellman, B. Asynchronous learning networks as a virtual class. Communications of ACM, 40(9): 44-50, 1997.

Rafaeli, S. and Sudweeks, F. Networked interactivity. Journal of Computer-Mediated Communications, 2(4), 1997. This paper is online at http://www.ascusc.org/jcmc/vol2/issue4/rafaeli.sudweeks.html.

Evans, K. M. Sociometry and Education. 1962, New York: The Humanities Press.

Lucius, R.H. and Kunert, K.W. Using sociometry to predict team performance in the work place. Journal of Psychology, 131(1): 21-32, 1997.

Garton, L., Haythornthwaite, C. and Wellman, B. Studying online social networks, in Doing Internet Research, Steve Jones (eds.), Sage: CA, 1999.

Seale, J. and Cann, A. J. Reflection on-line or off-line: the role of learning technologies in encouraging students to reflect. Computers and Education, 34: 309-320, 2000.

Clark, J. Stimulating collaboration and discussion learning environments. Internet and Higher Education, 4: 119-124, 2001.

DOI: http://dx.doi.org/10.24059/olj.v7i3.1848

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