Exploring how the Attributes of Technology Affect Adoption in Teaching Mathematics in a Higher Education Institution in South Africa

References

• Abdulwahed, M., Jaworski, B., & Crawford, A. (2012). Innovative approaches to teaching mathematics in higher education: A review and critique. Nordic Studies in Mathematics Education, 17(2), 49–68.
   Google Scholar
• Adams, R.V., & Blair, E. (2014). The learner-generated podcast: Engaging postgraduate engineering students in a mathematics-intensive course. Research in Post-compulsory Education, 19(2), 132–146. doi: 10.1080/13596748.2014.897502
   Google Scholar
• Baek, Y.G., Jong, J., & Kim, B. (2008). What makes teachers’ use of technology in the classroom? Exploring the factors affecting facilitation of technology with a Korean sample. Computers and Education, 50(8), 222–234.
   Google Scholar
• Bozalek, V., Ng'ambi, D., & Gachago, D. (2013). Transforming teaching with emerging technologies: Implications for higher education institutions. South African Journal of Higher Education, 27(2), 419–436.
   Google Scholar
• Chang, J.M. (2011). A practical approach to inquiry-based learning in linear algebra. International Journal of Mathematical Education in Science and Technology, 42(2), 245–259. doi: 10.1080/0020739X.2010.519795
   Google Scholar
• Crawford, K., Gordon, S., Nicholas, J., & Prosser, M. (1998). Qualitatively different experiences of learning mathematics at university. Learning and Instruction, 8(5), 455–468. doi: 10.1016/S0959-4752(98)00005-X
   Web of Science ®Google Scholar
• Crippen, K.J., & Earl, B.L. (2004). Considering the efficacy of web-based worked examples in introductory chemistry. Journal of Computers in Mathematics and Science Teaching, 23(2), 151–168.
   Google Scholar
• DeLong, M., & Winter, D. (1998). Addressing difficulties with student-centred instruction. Primus, 8(4), 340–364. doi: 10.1080/10511979808965909
   Google Scholar
• Engelbrecht, J., Harding, A., & Phiri, P. (2010). Are OBE-trained learners ready for university mathematics? Pythagoras, 72, 3–13.
   Google Scholar
• Ertmer, P.A., Ottenbreit-Leftwich, A.T., Sadik, O., Sendurur, E., & Sendurur, P. (2012). Teacher beliefs and technology integration practices: A critical relationship. Computers & Education, 59(2), 423–435. doi: 10.1016/j.compedu.2012.02.001
   Web of Science ®Google Scholar
• Fernandez, V., Simo, P., & Sallan, J.M. (2009). Podcasting: A new technological tool to facilitate good practice in higher education. Computers & Education, 53(2), 385–392. doi: 10.1016/j.compedu.2009.02.014
   Web of Science ®Google Scholar
• Franklin, S., & Peat, M. (2001). Managing change: The use of mixed delivery modes to increase learning opportunities. Australasian Journal of Educational Technology, 17(1), 37–49. doi: 10.14742/ajet.1771
   Google Scholar
• Goodchild, S., & Rønning, F. (2014). Teaching mathematics at higher education. In H. Silverberg, T. Karki, & M.S. Hannula (Eds.), Proceedings of NORMA14, 3–6 June (pp. 396–400), Turku, Finland.
   Google Scholar
• Gorder, L.M. (2008). A study of teacher perceptions of instructional technology integration in the classroom. Journal of Research in Business Education, 50(2), 63–76.
   Google Scholar
• Howell, K.E., & Annansingh, F. (2013). Knowledge generation and sharing in UK universities: A tale of two cultures? International Journal of Information Management, 33(1), 32–39. doi: 10.1016/j.ijinfomgt.2012.05.003
   Web of Science ®Google Scholar
• Jaffer, S., Ng’ambi, D., & Czerniewicz, L. (2007). The role of ICTs in higher education in South Africa: One strategy for addressing teaching and learning challenges. International journal of Education and Development using ICT, 3(4), 131–142.
   Google Scholar
• Jarvis, C., & Dickie, J. (2010). Podcasts in support of experiential field learning. Journal of Geography in Higher Education, 34(2), 173–186. doi: 10.1080/03098260903093653
   Web of Science ®Google Scholar
• Johnson, A., Kimball, R., Melendez, B., Myers, L., Rhea, K., & Travis, B. (2009). Breaking with tradition: Preparing faculty to teach in a student-centered or problem-solving environment. Primus, 19(2), 146–160. doi: 10.1080/10511970802409164
   Google Scholar
• Jones, M. (2008). Pedagogical literature: What can be learned and where to begin? Primus, 18(3), 291–298. doi: 10.1080/10511970601182749
   Google Scholar
• Julie, C., Leung, A., Thanh, N.C., Posadas, L.S., Sacristán, A.I., & Semenov, A. (2009) Some regional developments in access and implementation of digital technologies and ICT. In C. Hoyles & J. B. Lagrange (Eds.), Mathematics education and technology—Rethinking the terrain. New ICMI Study Series, Vol. 13 (pp. 361–383). Boston, MA: Springer.
   Google Scholar
• Kay, R.H. (2012). Exploring the use of video podcasts in education: A comprehensive review of the literature. Computers in Human Behavior, 28(3), 820–831. doi: 10.1016/j.chb.2012.01.011
   Web of Science ®Google Scholar
• Kay, R., & Kletskin, I. (2012). Evaluating the use of problem-based video podcasts to teach mathematics in higher education. Computers & Education, 59(2), 619–627. doi: 10.1016/j.compedu.2012.03.007
   Web of Science ®Google Scholar
• Kearney, M., & Maher, D. (2013). Mobile learning in maths teacher education: Using iPads to support pre-service teachers’ professional development. Australian Educational Computing, 27(3), 76–84.
   Google Scholar
• Koehler, M., & Mishra, P. (2009). What is technological pedagogical content knowledge (TPACK)? Contemporary Issues in Technology and Teacher Education, 9(1), 60–70.
   Google Scholar
• Lake, W., Wallin, M., Woolcott, G., Foster, A., Markopoulos, C., & Boyd, W. (2017). Applying an alternative mathematics pedagogy for students with weak mathematics: Meta-analysis of alternative pedagogies. International Journal of Mathematical Education in Science and Technology, 48(2), 215–228. doi: 10.1080/0020739X.2016.1245876
   Web of Science ®Google Scholar
• Lau, B., & Sim, C. (2008). Exploring the extent of ICT adoption among secondary school teachers in Malaysia. International Journal of Computing and ICT Research, 2(2), 19–36.
   Google Scholar
• Lee, H., Feldman, A., & Beatty, I.D. (2012). Factors that affect science and mathematics teachers’ initial implementation of technology-enhanced formative assessment using a classroom response system. Journal of Science Education and Technology, 21(5), 523–539. doi: 10.1007/s10956-011-9344-x
   Web of Science ®Google Scholar
• Mirani, M., & Ramon, A.E. (2016). Institutionalising virtual math resources at an HBCU. The International Journal for Technology in Mathematics Education, 23(2), 81–87.
   Web of Science ®Google Scholar
• Mullis, I.V., Martin, M.O., Robitaille, D.F., & Foy, P. (2009). TIMSS advanced 2008 international report: Findings from IEA's study of achievement in advanced mathematics and physics in the final year of secondary school. Chestnut Hill, MA: TIMSS & PIRLS International Centre.
   Google Scholar
• Ndlovu, M.C. (2011). University–school partnerships for social justice in mathematics and science education: The case of the SMILES project at IMSTUS. South African Journal of Education, 31(3), 419–433. doi: 10.15700/saje.v31n3a538
   Web of Science ®Google Scholar
• O’Dowd, R. (2013). Telecollaborative networks in university higher education: Overcoming barriers to integration. The Internet and Higher Education, 18, 47–53. doi: 10.1016/j.iheduc.2013.02.001
   Web of Science ®Google Scholar
• Orey, D.C., & Rosa, M. (2018). Developing a mathematical modelling course in a virtual learning environment. ZDM, 50(1–2), 173–185. doi: 10.1007/s11858-018-0930-8
   Google Scholar
• Pennell, S., Avitabile, P., & White, J. (2009). An engineering-oriented approach to the introductory differential equation course. Primus, 19(1), 88–99. doi: 10.1080/10511970701474111
   Google Scholar
• Rambe, P. (2012). Social media-enhanced phones for productive learning of South African postgraduate students. International Journal of Mobile and Blended Learning (IJMBL), 4(2), 49–66. doi: 10.4018/jmbl.2012040104
   Google Scholar
• Razali, N., Othman, H., Zainuri, N.A., Hamzah, F.M., Asshaari, I., Ariff, F.H.M., & Nopiah, Z.M. (2016). Modern or traditional teaching strategy in learning engineering mathematics course. Journal of Engineering Science and Technology, 11 (special issue), 13–20.
   Web of Science ®Google Scholar
• Rogers, E.M. (1995). Diffusion of innovations. New York: Free Press.
   Google Scholar
• Rogers, K.R., & Wallace, J.D. (2011). Predictors of technology integration in education: A study of anxiety and innovativeness in teacher preparation. Journal of Literacy and Technology, 12(2), 28–60.
   Google Scholar
• Scherer, R., Tondeur, J., & Siddiq, F. (2017). On the quest for validity: Testing the factor structure and measurement invariance of the technology-dimensions in the Technological, Pedagogical, and Content Knowledge (TPACK) model. Computers & Education, 112, 1–17. doi: 10.1016/j.compedu.2017.04.012
   Web of Science ®Google Scholar
• Turney, C.S.M., Robinson, D., Lee, M., & Soutar, A. (2009). Using technology to direct learning in higher education: The way forward? Active Learning in Higher Education, 10(1), 71–83. doi: 10.1177/1469787408100196
   Google Scholar
• Van Bergen, P. (2014). Recasting lecture material using podcasts: An educational psychology case study. In M. Gosper & D. Ifenthaler (Eds.), Curriculum Models for the 21st Century (pp. 259–277). New York: Springer.
   Google Scholar
• Vuopala, E., Hyvönen, P., & Järvelä, S. (2016). Interaction forms in successful collaborative learning in virtual learning environments. Active Learning in Higher Education, 17(1), 25–38. doi: 10.1177/1469787415616730
   Web of Science ®Google Scholar
• Waldvogel, J. (2006). Teaching mathematics to engineering students at ETH: Coping with the diversity of engineering studies. IDEA League Workshop on Mathematics in Engineering, Imperial College, London.
   Google Scholar
• Wolmarans, N., Smit, R., Collier-Reed, B., & Leather, H. (2010). Addressing concerns with the NSC: An analysis of first-year student performance in Mathematics and Physics. In 18th conference of the Southern African Association for Research in Mathematics, Science and Technology Education, Kwazulu–Natal (Vol. 2), pp. 274–284.
   Google Scholar
• Wu, H.K., Lee, S.W.Y., Chang, H.Y., & Liang, J.C. (2013). Current status, opportunities and challenges of augmented reality in education. Computers & Education, 62, 41–49. doi: 10.1016/j.compedu.2012.10.024
   Web of Science ®Google Scholar