Twittermania: Understanding How Social Media Technologies Impact Engagement and Academic Performance of a New Generation of Learners

Twitter, a popular micro-blogging service, is increasingly evolving from being a mere chatting platform to a tool that is instrumental in affecting a desired learning and social change among individuals and organizations. Although using Twitter for learning while socializing represents a significant departure from its intended initial function, information systems (IS) researchers should further explore the impact and implications of social media technologies such as Twitter in the educational context. We draws on engagement theory and social impact theory to assess how social media technologies tools can support learning and improve students’ academic outcomes. We present an experiment in which we compared Twitter and a traditional discussion board to academically engage students over a 14-week period. The results show that actively using both Twitter and traditional discussion boards for engagement is related to student performance in the course. Social network analysis suggests that, by using Twitter, the students possibly created shared mental models that led them to engage with the class more, and therefore, better their performance.

[1]  A. Chickering,et al.  Seven Principles for Good Practice in Undergraduate Education , 1987, CORE.

[2]  James J. Filliben,et al.  NIST/SEMATECH e-Handbook of Statistical Methods; Chapter 1: Exploratory Data Analysis , 2003 .

[3]  David C. Dwyer The Evolution of Teachers' Instructional Beliefs and Practices in High-Access-to-Technology Classrooms. , 1990 .

[4]  Andrew T. Fiore,et al.  Serious social media: On the use of social media for improving students' adjustment to college , 2012, Internet High. Educ..

[5]  Robert S. Wyer,et al.  Social Comprehension and Judgment: The Role of Situation Models, Narratives, and Implicit Theories , 2003 .

[6]  Gerald C. Kane,et al.  The Shoemaker's Children: Using Wikis for Information Systems Teaching, Research, and Publication , 2009, MIS Q..

[7]  Starr Roxanne Hiltz,et al.  Learning Networks: A Field Guide to Teaching and Learning Online , 1995 .

[8]  Ruimin Shen,et al.  Microblogging for Language Learning: Using Twitter to Train Communicative and Cultural Competence , 2009, ICWL.

[9]  George D. Kuh,et al.  What Student Affairs Professionals Need to Know About Student Engagement , 2009 .

[10]  James E. Hunton,et al.  The Use of Technology in the Delivery of Instruction: Implications for Accounting Educators and Education Researchers , 2000 .

[11]  Felix B. Tan,et al.  Students' Uses and Gratifications for Using Computer-Mediated Communication Media in Learning Contexts , 2010, Commun. Assoc. Inf. Syst..

[12]  K. Patricia Cross,et al.  Collaborative Learning Techniques: A Handbook for College Faculty , 2004 .

[13]  B. Latané The psychology of social impact. , 1981 .

[14]  Gordon B. Davis,et al.  User Acceptance of Information Technology: Toward a Unified View , 2003, MIS Q..

[15]  Paul M. Leonardi,et al.  When Does Technology Use Enable Network Change in Organizations? A Comparative Study of Feature Use and Shared Affordances , 2013, MIS Q..

[16]  Mark E. J. Newman A measure of betweenness centrality based on random walks , 2005, Soc. Networks.

[17]  Carmen Holotescu,et al.  CAN WE USE TWITTER FOR EDUCATIONAL ACTIVITIES , 2008 .

[18]  Kevin R. Guidry,et al.  Engaging online learners: The impact of Web-based learning technology on college student engagement , 2010, Comput. Educ..

[19]  P. Leonardi WHEN DOES TECHNOLOGY ENABLE ORGANIZATIONAL CHANGE? CONVERGENT FEATURE USE AND COLLECTIVE AFFORDANCES , 2011 .

[20]  Jacob Cohen A Coefficient of Agreement for Nominal Scales , 1960 .

[21]  Shailey Minocha,et al.  Social Software in Higher Education: The Diversity of Applications and Their Contributions to Students' Learning Experiences , 2010, Commun. Assoc. Inf. Syst..

[22]  Yong Tan,et al.  Social Networks and the Diffusion of User-Generated Content: Evidence from YouTube , 2012, Inf. Syst. Res..

[23]  Reynol Junco,et al.  The effect of Twitter on college student engagement and grades , 2011, J. Comput. Assist. Learn..

[24]  Starr Roxanne Hiltz,et al.  The “Virtual Classroom”: Using Computer‐Mediated Communication for University Teaching , 1986 .

[25]  Jocelyn Wishart,et al.  Theories underlying perceived changes in teaching and learning after installing a computer network in a secondary school , 1999, Br. J. Educ. Technol..

[26]  L. Shulman Making Differences: A Table of Learning , 2002 .

[27]  A. Astin Student involvement: A developmental theory for higher education. , 1999 .

[28]  Brenda F. Roth,et al.  Tweeting and Friending in the Graduate Classroom: Can Social Media Tools Work? , 2010 .

[29]  Jeffrey R. Young,et al.  Teaching with Twitter: Not for the Faint of Heart. , 2010 .

[30]  Ernest T. Pascarella,et al.  How College Affects Students: A Third Decade of Research. Volume 2. , 2005 .

[31]  Joanna C. Dunlap,et al.  Teaching Tip: Tweeting the Night Away: Using Twitter to Enhance Social Presence , 2009, J. Inf. Syst. Educ..

[32]  Benjamin S. Bloom,et al.  Taxonomy of Educational Objectives: The Classification of Educational Goals. , 1957 .

[33]  W. Shadish,et al.  Experimental and Quasi-Experimental Designs for Generalized Causal Inference , 2001 .

[34]  John H. Holland,et al.  Induction: Processes of Inference, Learning, and Discovery , 1987, IEEE Expert.

[35]  Youngjin Yoo,et al.  A Comparative Study of Distributed Learning Environments on Learning Outcomes , 2002, Inf. Syst. Res..

[36]  Bridget K. Welch,et al.  Twittering to increase student engagement in the university classroom , 2012 .

[37]  Mary G. Visher,et al.  The Impact of a Classroom-Based Guidance Program on Student Performance in Community College Math Classes , 2013 .

[38]  Li-tze Hu,et al.  Academic self-efficacy and first year college student performance and adjustment. , 2001 .

[39]  L. Freeman,et al.  Centrality in social networks: ii. experimental results☆ , 1979 .

[40]  B. Means,et al.  The Link between Technology and Authentic Learning. , 1994 .

[41]  Ben Shneiderman,et al.  Engagement Theory: A Framework for Technology-Based Teaching and Learning. , 1998 .