Kashere Journal of Education


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Authors: Gambari, A. I., Abubakar, M. A.,, Yahaya, A., Adamu, B.

Journal Article | Publish Date: 01/June/2021


Abstract This study investigates “Acceptance of Smartphone Technology as Mobile Learning Tool among Colleges of education Students in Nigeria”. Descriptive survey research design was used for the study. A sample size of 376 was selected from the population using simple random sampling techniques. The instrument used for data collection was questionnaires which consist of twenty questions. It was validated by three experts; pilot tested at college of education Azare and subjected to reliability test using split half method. A reliability coefficient of 0.75 was obtained using Cronbach Alpha. Data collected was analyzed using statistical package for social sciences (SPSS). Mean and standard deviation were used to answer the research questions accordingly. The findings revels that, College students utilized their smartphones as mobile learning tool. They mostly do assignments, search relevant educational materials, send and receive educational mails from teachers and experts using their smartphones. Similarly, college students also find it very simple and easier to operate smartphone as mobile learning tool. It was recommended that government should provide reliable and affordable internet connection in the school premises and also control the price of data from private telecommunication companies. Schools should block all pornographic sites to prevent students from accessing these sites. Teachers should be train and encourage to put-in-place what they have learned on the use of smartphone in teaching and learning process. Keywords: Smartphone Technology, Mobile Learning Tool, Colleges of Education Students.


Alfawareh, H. M. & Jusoh, S. (2014). Smartphones usage among university students Najran University case. International Journal of Academic Research, 6(2), 321-326.

Alan. M. M, Mamoun. J and Shadi. M. S. H (2017). Technology Acceptance Theories: Review and Classification. International Journal of Cyber Behavior 7(2),1-14.

Bandura (1982). Self-efficacy mechanism in human agency. American Psychologist. 37(2), 122-147.

Berking, P., Haag, J., Archibald, T. & Birtwhistle, M. (2012). Mobile learning: Not just another delivery method. Being a Proceedings of the 2012 Interservice/Industry Training, Simulation, and Education Conference.

Chen, B., & Denoyelles, A. (2013). Exploring students' mobile learning practices in higher Education. Journal of Special Education Technology, 3 (57), 1-14.

Chiou, M. (2015). Students’ acceptance of using smartphone in a mobile learning context. Africa Journal of Technology. 10(14), 1937-1942.

Data Reporters (2020). Data Report. Retrieved on 23rd March, 2021 from https://datareportal.com.

Davis, F., Bagozzi, R. and Warshaw, R. (1989). User Acceptance of Computer Technology: A Comparison of Two Theoretical Models. Management Science, 35(1), 982-1003.

Dea, S. O. (2020). Smartphone users in Nigeria Retrieved on 04/12/2020 from https://www.statista.com/statistics/467187/

Dillon, Y. & Morris, P. (1996). User acceptance of information technology: Theories and models. Annual Review of Information Science and Technology, 31(1), 23-32.

EducationalAppStr (2020). App Lists for Education. Retrieved from https://www.educationalappstore.com.

Ezemenaka, E. (2013). The usage and impact of internet enabled phones on academic concentration among students of tertiary institutions: A Study at the University of Ibadan, Nigeria.

Franklin, T. (2011). Mobile Learning: At The Tipping Point. The Turkish Online Journal of Educational Technology. 10 (4), 1-17.

Godwin-Jones, R. (2011). Emerging technologies: Mobile apps for language learning. Language Learning & Technology, 15(2), 2-11.

Gikas, J. & Grant, M. M. (2013). Mobile computing devices in higher education.

Hsu, Y. C., Rice, K. & Dawley, L. (2012). Empowering Educators with Google’s Android App inventors: An online Workshop in Mobile app design. British Journal of Educational Technology, 43(1), 56-67.

Larcker, M. & Lessig, L. (1980). Perceived Usefulness of Information: A Psychometric Examination. Decision Sciences, 11(1), 90-98.

Litchfield, S. (2010). Defining the smartphone-part 1. All about Symbian

Mazharuddin S, A, & Akramul, K. (2018). the Acceptance of Smartphone as a Mobile Learning Tool among Students of Business Studies in Bangladesh. Malaysian Online Journal of Educational Technology. 6(2), 14-24.

Mcfarland, P. & Hamilton, V. (2006). Adding contextual specificity to the technology acceptance model. Computers in Human Behavior, 22(3), 427-447.

Nassuora, A. B. (2012). Student’s acceptance of mobile learning for higher education in Saudi.

Seralidou, E & Douligeris, C. (2016). Exploring the potential of smartphones to support learning in Greece. Paper presented at the International Conference on Interactive Mobile Communication, Technologies and Learning (IMCL). doi: 978-1-5090-3063

Smarkola, C. (2011). A Mixed-methodological technology adoption study. Technology Acceptance in Education (pp. 9-41): Springer.

Taherdoost, H. (2017). A review of Technology Acceptance and Adoption Models and Theories. 11 international Conference Interdisciplinarity in Engineering. Romania. www.sciencedirect.com

Tosta, R. (2014). Smartphone and their impact on education. Journal of Multidisciplinary Engineering, Science and Technology, 2 (2), 14-29.

Venkatesh, V. and Davis, F. D. (2000). A theoretical extension of the technology acceptance model: Four longitudinal field studies. Management science, 46(2), 186-204

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), 425-437. https://doi.org/10.2307/30036540

White, J. and Turnel, H. (2011). Smartphone computing in the classroom. Pervasive computing IEEE, 10(2), 82-86.

Xun, S, L. Nancy, F, B. Qing, T. Vickie, L, H. Turlock, C. Teresa, H, H and Wellingon, N. Z. (2016). The Impact of Smartphone Educational Use on Student Connectedness and Out-of-Class Involvement. Electronic Journal of Communication, 26 (3), 23-36. http://www.cios.org.

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