Factors that Influence the Perceived Advantages and Relevance of Facebook as a Learning Tool: An Extension of the UTAUT.

Social media technologies are becoming a fundamental component of education. This study extends the Unified Theory of Acceptance and Use of Technology (UTAUT) to identify factors that influence the perceived advantages and relevance of Facebook as a learning tool. The proposed model is based on previous models of UTAUT. Constructs from previous models were used such as performance expectancy, effort expectancy, social influence, facilitating conditions, hedonic motivation and habit. Additionally, two new perspectives were added: perceived advantages and perceived relevance of Facebook as a social media platform. It provides some insights into students' behavioural intentions, and such an understanding can help faculty to examine their assumptions about the role of social media technologies in the teaching and learning process. The study participants were students enrolled in a Spanish public university. Data from 956 usable questionnaires were tested against the research model. Our results provide support to the model and reveal a good model fit. In light of these findings, implications for theory and practice are discussed.

[1]  Ian Rowlands,et al.  Social media use in the research workflow , 2011, Inf. Serv. Use.

[2]  Yi-Shun Wang,et al.  Investigating the determinants and age and gender differences in the acceptance of mobile learning , 2009, Br. J. Educ. Technol..

[3]  Reynol Junco,et al.  The relationship between frequency of Facebook use, participation in Facebook activities, and student engagement , 2012, Comput. Educ..

[4]  R. Sitgreaves Psychometric theory (2nd ed.). , 1979 .

[5]  Carrie B. Fried,et al.  In-class laptop use and its e V ects on student learning , 2006 .

[6]  Michelle Everson,et al.  Social media and the introductory statistics course , 2013, Comput. Hum. Behav..

[7]  Hans van der Heijden,et al.  User Acceptance of Hedonic Information Systems , 2004, MIS Q..

[8]  Christy M. K. Cheung,et al.  How Habit Limits the Predictive Power of Intentions: The Case of IS Continuance , 2007 .

[9]  Josh McCarthy,et al.  Learning in Facebook: First year tertiary student reflections from 2008 to 2011 , 2013 .

[10]  Gilbert A. Churchill A Paradigm for Developing Better Measures of Marketing Constructs , 1979 .

[11]  Terry S. Judd,et al.  Making sense of multitasking: The role of Facebook , 2014, Comput. Educ..

[12]  Masahiro Yamamoto,et al.  Did Social Media Really Matter? College Students' Use of Online Media and Political Decision Making in the 2008 Election , 2010 .

[13]  D. Meyer,et al.  Executive control of cognitive processes in task switching. , 2001, Journal of experimental psychology. Human perception and performance.

[14]  M. Roblyer,et al.  Findings on Facebook in higher education: A comparison of college faculty and student uses and perceptions of social networking sites , 2010, Internet High. Educ..

[15]  Alok K. Chakrabarti,et al.  Building social capital and learning environment in university - industry relationships , 2004 .

[16]  Jean-Pierre Lévy Mangin,et al.  Modeling Distribution Channel Dynamics of North American Cars in the Spanish Automobile Industry , 2009 .

[17]  John Hulland,et al.  Use of partial least squares (PLS) in strategic management research: a review of four recent studies , 1999 .

[18]  Wynne W. Chin The partial least squares approach for structural equation modeling. , 1998 .

[19]  María José Luzón,et al.  Scholarly hyperwriting: The function of links in academic weblogs , 2009, J. Assoc. Inf. Sci. Technol..

[20]  R. Brislin Back-Translation for Cross-Cultural Research , 1970 .

[21]  P. Rambe Activity theory and technology mediated interaction: Cognitive scaffolding using question-based consultation on Facebook , 2012 .

[22]  George Veletsianos,et al.  Higher education scholars' participation and practices on Twitter , 2012, J. Comput. Assist. Learn..

[23]  Detmar W. Straub,et al.  Structural Equation Modeling and Regression: Guidelines for Research Practice , 2000, Commun. Assoc. Inf. Syst..

[24]  Wenhao David Huang,et al.  Gender divide and acceptance of collaborative Web 2.0 applications for learning in higher education , 2013, Internet High. Educ..

[25]  Shelia R. Cotten,et al.  Perceived academic effects of instant messaging use , 2011, Comput. Educ..

[26]  David E. Meyer,et al.  Executive control of cognitive processes in task switching. , 2001 .

[27]  Gilbert A. Churchill,et al.  Marketing Research: Methodological Foundations , 1976 .

[28]  Anatoliy A. Gruzd,et al.  Connected scholars: Examining the role of social media in research practices of faculty using the UTAUT model , 2012, Comput. Hum. Behav..

[29]  Anastasios A. Economides,et al.  The acceptance and use of computer based assessment , 2011, Comput. Educ..

[30]  Caroline Lego Muñoz,et al.  Opening Facebook: How to Use Facebook in the College Classroom , 2009 .

[31]  Khe Foon Hew,et al.  Students' and teachers' use of Facebook , 2011, Comput. Hum. Behav..

[32]  Christine Greenhow,et al.  Learning, Teaching, and Scholarship in a Digital Age , 2009 .

[33]  Karin Archer,et al.  Examining the impact of off-task multi-tasking with technology on real-time classroom learning , 2012, Comput. Educ..

[34]  H. Pashler Dual-task interference in simple tasks: data and theory. , 1994, Psychological bulletin.

[35]  Manuel Castro,et al.  New technology trends in education: Seven years of forecasts and convergence , 2011, Comput. Educ..

[36]  Cliff Lampe,et al.  The Benefits of Facebook "Friends: " Social Capital and College Students' Use of Online Social Network Sites , 2007, J. Comput. Mediat. Commun..

[37]  G. Kennedy,et al.  Medical students’ use of Facebook to support learning: Insights from four case studies , 2010, Medical teacher.

[38]  Kassandra Barnes,et al.  Teaching and Learning with the Net Generation , 2007 .

[39]  Peggy A. Ertmer,et al.  Exploring pre-service teachers' beliefs about using Web 2.0 technologies in K-12 classroom , 2012, Comput. Educ..

[40]  Teresa Correa,et al.  Who interacts on the Web?: The intersection of users' personality and social media use , 2010, Comput. Hum. Behav..

[41]  Matthew K. O. Lee,et al.  Online social networks: Why do students use facebook? , 2011, Comput. Hum. Behav..

[42]  Sheng-Hsun Hsu,et al.  Robustness testing of PLS, LISREL, EQS and ANN-based SEM for measuring customer satisfaction , 2006 .

[43]  Shelia R. Cotten,et al.  No A 4 U: The relationship between multitasking and academic performance , 2012, Comput. Educ..

[44]  Naresh K. Malhotra,et al.  A Longitudinal Model of Continued IS Use: An Integrative View of Four Mechanisms Underlying Postadoption Phenomena , 2005, Manag. Sci..

[45]  Paul A. Kirschner,et al.  An exploration of social networking site use, multitasking, and academic performance among United States and European university students , 2013, Comput. Hum. Behav..

[46]  Naresh K. Malhotra,et al.  Research Note - Two Competing Perspectives on Automatic Use: A Theoretical and Empirical Comparison , 2005, Inf. Syst. Res..

[47]  Jonathan Rosen,et al.  Distractions, Distractions: Does Instant Messaging Affect College Students' Performance on a Concurrent Reading Comprehension Task? , 2009, Cyberpsychology Behav. Soc. Netw..

[48]  Athanassios Jimoyiannis,et al.  Towards an analysis framework for investigating students' engagement and learning in educational blogs , 2012, J. Comput. Assist. Learn..

[49]  P. Rambe Converged social media: Identity management and engagement on Facebook Mobile and blogs , 2013 .

[50]  David F. Larcker,et al.  Structural Equation Models with Unobservable Variables and Measurement Error: Algebra and Statistics: , 1981 .

[51]  Nina Bonderup Dohn Web 2.0: Inherent tensions and evident challenges for education , 2009, Int. J. Comput. Support. Collab. Learn..

[52]  I. Ajzen,et al.  Intention, perceived control, and weight loss: an application of the theory of planned behavior. , 1985, Journal of personality and social psychology.

[53]  S. Urbina Essentials of Psychological Testing , 2005, PsyPag Quarterly.

[54]  Derek E. Baird,et al.  Neomillennial User Experience Design Strategies: Utilizing Social Networking Media to Support “Always on” Learning Styles , 2005 .

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

[56]  Cliff Lampe,et al.  Facebook as a toolkit: A uses and gratification approach to unbundling feature use , 2011, Comput. Hum. Behav..

[57]  Larry D. Rosen,et al.  Multitasking across generations: Multitasking choices and difficulty ratings in three generations of Americans , 2009, Comput. Hum. Behav..

[58]  Anastasios A. Economides,et al.  The effect of emotional feedback on behavioral intention to use computer based assessment , 2012, Comput. Educ..

[59]  Larry D. Rosen,et al.  Facebook and texting made me do it: Media-induced task-switching while studying , 2013, Comput. Hum. Behav..

[60]  Kar Yan Tam,et al.  The Effects of Post-Adoption Beliefs on the Expectation-Confirmation Model for Information Technology Continuance , 2006, Int. J. Hum. Comput. Stud..

[61]  Julia Davies,et al.  Facework on Facebook as a new literacy practice , 2012, Comput. Educ..

[62]  María José Luzón Scholarly hyperwriting: The function of links in academic weblogs , 2009 .

[63]  C. Fornell,et al.  Evaluating structural equation models with unobservable variables and measurement error. , 1981 .

[64]  Norah Jones,et al.  Get out of MySpace! , 2010, Comput. Educ..

[65]  Viswanath Venkatesh,et al.  Consumer Acceptance and Use of Information Technology: Extending the Unified Theory of Acceptance and Use of Technology , 2012, MIS Q..

[66]  Jian-Liang Chen,et al.  The effects of education compatibility and technological expectancy on e-learning acceptance , 2011, Comput. Educ..

[67]  David W. Gerbing,et al.  An Updated Paradigm for Scale Development Incorporating Unidimensionality and Its Assessment , 1988 .

[68]  Fred D. Davis Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology , 1989, MIS Q..

[69]  K. Jöreskog,et al.  Intraclass Reliability Estimates: Testing Structural Assumptions , 1974 .

[70]  Harry Bouwman,et al.  An assessment of advanced mobile services acceptance: Contributions from TAM and diffusion theory models , 2008, Inf. Manag..

[71]  Viswanath Venkatesh,et al.  Model of Adoption and Technology in Households: A Baseline Model Test and Extension Incorporating Household Life Cycle , 2005, MIS Q..