Abstract
This paper explores the growing trend of using mobile technology in university classrooms, exploring the use of tablets in particular, to identify learning benefits faced by students. Students, acting on their efficacy beliefs, make decisions regarding technology’s influence in improving their education. We construct a theoretical model in which internal and external factors affect a student’s self-efficacy which in turn affects the extent of adoption of a device for educational purposes. Through qualitative survey responses of university students who were given an Apple iPad to keep for the duration of a university course we find high levels of self-efficacy leading to positive views of the technology’s learning enhancement capabilities. Student observations on the practicality of the technology, off-topic use and its effects, communication, content, and perceived market advantage of using a tablet are also explored.

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Aguilar-Roca, N. M., Williams, A. E., & O’Dowd, D. K. (2012). The impact of laptop-free zones on student performance and attitudes in large lectures. Computers & Education, 59(4), 1300–1308.
Alvarez, C., Alarcon, R., & Nussbaum, M. (2011a). Implementing collaborative learning activities in the classroom supported by one-to-one mobile computing: a design-based process. Journal of Systems and Software, 84(11), 1961–1976.
Alvarez, C., Brown, C., & Nussbaum, M. (2011b). Comparative study of netbooks and tablet PCs for fostering face-to-face collaborative learning. Computers in Human Behavior, 27, 834–844.
Apple Can Run to $510 with iPad Market Share Momentum. (2011). Forbes, Retrieved from: http://www.forbes.com/sites/greatspeculations/2011/09/21/apple-can-run-to-510-with-ipad-market-share-momentum/.
Bandura, A. (1977). Self-efficacy: toward a unifying theory of behaviour change. Psychological Review, 84(2), 191–215.
Bandura, A. (1993). Perceived self-efficacy in cognitive development and functioning. Educational Psychologist, 28(2), 117–148.
Bandura, A. (1997). Self-efficacy: The exercise of control. New York: Freeman.
Barak, M., Lipson, A., & Lerman, S. (2006). Wireless laptops as means for promoting active learning in lecture halls. Journal of Research on Technology in Education, 38(3), 245–263.
Davis, F. D. (1989). Perceived usefulness, perceived ease of Use, and user acceptance of information technology. MIS Quarterly, 13(3), 319–339.
Dewey, J. (1944). Democracy and education. New York: Macmillan.
Eichenlaub, N., Gabel, L., Jakubek, D., McCarthy, G., Wang, W. (2011). Project iPad: Investigating tablet integration in learning and libraries at Ryerson University. Computers in Libraries, 17–21.
El-Hussein, M. M., & Cronje, J. C. (2010). Defining mobile learning in the higher education landscape. Educational Technology & Society, 13(3), 12–21.
Fischman, J., & Keller, J. (2011). College tech goes mobile. Chronicle of Higher Education, 58(1), 50.
Gawelek, M. A., Spataro, M., & Komarny, P. (2011). Mobile perspectives: on iPads why mobile? EDUCAUSE Review, 46(2), 28–32.
Goral, T. (2011). Take II tablets. University Business, 46–49.
Hartwick, J., & Barki, H. (1994). Explaining the role of user participation in information system use. Management Science, 40, 40–465.
Hu, P. J., Chau, P. Y. K., Sheng, O. R. L., & Tam, K. Y. (1999). Examining the technology acceptance model using physician acceptance of telemedicine technology. Journal of Management Information Systems, 16(2), 91–112.
Igbaria, M., & Iivari, J. (1995). The effects of self-efficacy on computer usage. Omega, 23(6), 587–605.
Junco, R. (2012). In-class multitasking and academic performance. Computers in Human Behavior, 28(6), 2236–2243.
Junco, R., & Cotten, S. R. (2012). No a 4 U: the relationship between multitasking and academic performance. Computers & Education, 59(2), 505–514.
Kay, R. H., & Lauricella, S. (2011a). Exploring the benefits and challenges of using laptop computers in higher education classrooms: a formative analysis. Canadian Journal of Learning and Technology, 37(1), 1–18.
Kay, R. H., & Lauricella, S. (2011b). Unstructured vs structured use of laptops in higher education. Journal of Information Technology Education, 10, IIP33–IIP42.
Keller, J. (2011). The slow-motion mobile campus. Chronicle of Higher Education, 57(36), B4–B6.
Kinash, S., Brand, J., & Mathew, T. (2012). Challenging mobile learning discourse through research: student perceptions of blackboard mobile learn and iPads. Australasian Journal of Educational Technology, 28(4), 639–655.
Kirschner, P., & Karpinski, A. (2010). Facebook and academic performance. Computers in Human Behavior, 26, 1237–1245.
Lam, J., Yau, J., & Cheung, S. K. (2010). A review of mobile learning in the mobile age. In Hybrid Learning (pp. 306–315). Springer Berlin Heidelberg.
Magee, T. (2012) Tablet growth expected to outpace laptops. ChannelBiz. Retrieved October 21, 2012 from http://www.channelbiz.co.uk/2012/10/12/tablet-growth-expected-to-outpace-laptops/.
Mang, C. F., & Wardley, L. J. (2012). Effective adoption of tablets in post-secondary education: recommendations based on a trial of iPads in university classes. Journal of Information Technology Education Innovations in Practice, 11, 301–317.
Mang, C.F., & Wardley, L. J. (2013). Student perceptions of using tablet technology in post-secondary classes. Canadian Journal of Learning and Technology, 39 (4).
Mathieson, K. (1991). Predicting user intentions: comparing the technology acceptance model with the theory of planned behavior. Information Systems Research, 2(3), 173–191.
Maxwell, N. G. (2007). From facebook to Folsom prison blues: how banning laptops in the classroom made me a better law school teacher. Richmond Journal of Law & Technology, 14(2), 1–43.
Oblinger, D. (2003). Boomers gen-xers millennials. EDUCAUSE Review, 500(4), 37–47.
Percival, J., & Percival, N. (2009). A case of a laptop learning campus: how do technology choices affect perceptions? ALT-J Research in Learning Technology, 17(3), 173–186.
Rossing, J. P., Miller, W. M., Cecil, A. K., & Stamper, S. E. (2012). iLearning: the future of higher education? Student perceptions on learning with mobile tablets. Journal of the Scholarship of Teaching and Learning, 12(2), 1–26.
Schools Release iPad Studies. (2011). BizEd Magazine, 60–63.
Scott, R. (2011). Tableau economique: teaching economics with a tablet computer. Journal of Economic Education, 42(2), 175–180.
Singh, A., & Ranjan, J. (2014). A framework for mobile apps in colleges and universities: Data mining perspective, Education and Information Technologies [online]. Retrieved August 28, 2014.
Taylor, S., & Todd, P. A. (1995a). Assessing IT usage: the role of prior experience. MIS Quarterly, 19(2), 561–570.
Taylor, S., & Todd, P. A. (1995b). Understanding information technology usage: a test of competing models. Information Systems Research, 6(4), 144–176.
Venkatesh, V., Morris, M. G., Davis, G. B., & Davis, F. D. (2003). User acceptance of information technology: toward a unified view. MIS Quarterly, 27(3), 425–478.
Venkatesh, V., Thong, J. Y. L., & Xu, X. (2012). Consumer acceptance and use of information technology: extending the unified theory of acceptance and use of technology. MIS Quarterly, 36(1), 157–178.
Voogt, J., Erstad, O., Dede, C., & Mishra, P. (2013). Challenges to learning and schooling in the digital networked world of the 21st century. Journal of Computer Assisted Learning, 29(5), 403–413.
Vuojärvi, H., Isomäki, H., & Hynes, D. (2010). Domestication of a laptop on a wireless university campus: a case study. Australasian Journal of Educational Technology, 26(2), 250–267.
Weider, B. (2011). iPads could hinder teaching, professors say. Chronicle of Higher Education, 57(28), A22–A23.
Wong, W. (2012). Tools of the Trade: how mobile learning devices are changing the face of higher education. Community College Journal, 82(5), 54–61.
Wood, E., Zivcakova, L., Gentile, P., Archer, K., De Pasquale, D., & Nosko, A. (2012). Examining the impact of off-task multi-tasking with technology on real-time classroom learning. Computers & Education, 58(1), 365–374.
Zimmerman, B., Bandura, A., & Martinez-Pons, M. (1992). Self-motivation for academic attainment: the role of self-efficacy beliefs and personal goal setting. American Educational Research Journal, 29(3), 663–676.
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Wardley, L.J., Mang, C.F. Student observations: Introducing iPads into university classrooms. Educ Inf Technol 21, 1715–1732 (2016). https://doi.org/10.1007/s10639-015-9414-4
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DOI: https://doi.org/10.1007/s10639-015-9414-4