Abstract
The study evaluates the students’ behavior intention toward the use of a student information management system (SIMS) at the Institute of Social Work located, in Dar es Salaam, Tanzania. The study offers a significant contribution to the body of literature using the Technology Acceptance Model (TAM). The study extends the original TAM with the SIMS usage experience as an external variable. An online questionnaire was employed for data collection and a quantitative method was used for data analysis. Questionnaires were prepared and distributed using the KoBo Toolbox. The participants of this study were third-year students from all academic departments at the institute of social work. At the end of the data collection period, 112 questionnaires were collected. Only 100 (89%) questionnaires yielded valid responses thus considered for analysis and 12 (11%) questionnaires did not yield valid responses, excluded from the analysis. The findings of this study revealed that the original TAM construct positively affects the behavior intention to use SIMS. Similarly, the study recognized that the SIMS usage experience positively influenced the perceived ease of use, perceived usefulness, and intention to use SIMS. The finding of this study offered a better understanding of evaluating and predicting the student’s behavioral intention toward SIMS usage at the institute. Furthermore, the study suggested that the Institute must ensure and improve support for students on the use of SIMS services without increased complications in the SIMS. Finally, the study explicated recommendations for theory and practice.
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References
Alassafi, M. O. (2020). E-learning intention material using TAM: A case study Madini. Materials Today: Proceedings Journal, (January), 873–877.
Alenezi, A. R., Karim, A. M. A., & Veloo, A. (2010). An empirical investigation into the role of enjoyment, computer anxiety, computer self-efficacy and internet experience in influencing the student’s intention to use e-learning: a case study from saudi arabian governmental universities. Turkish Online Journal of Educational Technology, 9(4), 22–34.
Alfadda, H. A., & Mahdi, H. S. (2021). Measuring students’ use of zoom application in language course based on the Technology Acceptance Model (TAM). Journal of Psycholinguistic Research, 50(4), 883–900. https://doi.org/10.1007/s10936-020-09752-1
Alharbi, S., & Drew, S. (2014a). Mobile Learning-system usage: Scale development and empirical tests an integrated framework to measure students’ behavioral intention. International Journal of Advanced Research in Artificial Intelligence, 3(11), 31–41. https://doi.org/10.14569/IJARAI.2014.031105
Alharbi, S., & Drew, S. (2014b). Using the technology acceptance model in understanding academics’ behavioural intention to use learning management systems. International Journal of Advanced Computer Science and Applications, 5(1). https://doi.org/10.14569/ijacsa.2014.050120
Allevato, E. (2019). A project-based approach to examine university teachers attitudes towards visually impaired students. Scholarly Journal of Psychology and Behavioral Sciences, 2(3). https://doi.org/10.32474/sjpbs.2019.02.000137
Almaiah, M. A., Al-Otaibi, S., Lutfi, A., Almomani, O., Awajan, A., Alsaaidah, A., & Awad, A. B. (2022). Employing the TAM Model to investigate the readiness of M-Learning system usage using SEM technique. Electronics (Switzerland), 11(8), 1–14. https://doi.org/10.3390/electronics11081259
Almulla, M. (2021). Technology Acceptance Model (TAM) and e-learning system use for education sustainability. Academy of Strategic Management Journal, 20(4). https://www.abacademies.org/articles/Technology-acceptance-model-and-e-learning-system-use-for-educationsustainability-1939-6104-20-4-801.pdf. Accessed 29 Sept 2022
Alshammari, S. H., Ali, M. B., & Rosli, M. S. (2016). The influences of technical support, self-efficacy and instructional design on the usage and acceptance of LMS: a comprehensive review. Turkish Online Journal of Educational Technology, 15(2), 116–125.
Amadu, L., Muhammad, S. S., Mohammed, A. S., Owusu, G., & Lukman, S. (2018). Using technology acceptance model to measure the use of social media for collaborative learning in Ghana. Journal of Technology and Science Education, 8(4), 321–336. https://doi.org/10.3926/jotse.383
Arkorful, V., Barfi, K. A., & Baffour, N. O. (2022). Factors affecting the use of massive open online courses by ghanaian students. Cogent Education, 9(1). https://doi.org/10.1080/2331186X.2021.2023281
Budu, K. W. A., Yinping, M., & Mireku, K. K. (2018). Investigating the effect of behavioral intention on E-learning Systems usage: Empirical study on Tertiary Education Institutions in Ghana. Mediterranean Journal of Social Sciences, 9(3). https://doi.org/10.2478/mjss-2018-0062
Davis, F. D. (1989). Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Quarterly: Management Information Systems, 13(3), 319–339. https://doi.org/10.2307/249008
Davis, F. D., Bagozzi, R. P., & Warshaw, P. R. (1989). User Acceptance of Computer Technology: a comparison of two theoretical models. Management Science, 35(8). https://doi.org/10.1287/mnsc.35.8.982
Dulloo, R., Mokashi, J., & Puri, M. M. (2014). Exploring technology acceptance theories and models - A comparative analysis. MIT-SOM PGRC KJIMRP 1st International Conference.
Dutton, W. H., Cheong, P. H., & Park, A. (2004). An ecology of constraints on e-learning in higher education: The case of a virtual learning environment. Prometheus, 22(2), 131–149. https://doi.org/10.1080/0810902042000218337
Fathema, N., Shannon, D., & Ross, M. (2015). Expanding the Technology Acceptance Model (TAM) to examine faculty use of Learning Management Systems (LMSs) in higher education institutions. Journal of Online Learning and Teaching, 11(2), 210–233.
Hair, J. F., Hult, G. T. M. & Ringle, C. (2013). A primer on partial least squares structural equation modeling (PLS-SEM). Sage.
Hamad, W. B. (2018a). E-Government for Tanzania: Current projects and challenges. International Journal of Engineering Science and Computing, 8(1). Retrieved from https://www.academia.edu/download/58282955/Paper_4_-_IJESC.pdf. Accessed 25 Sept 2022
Hamad, W. B. (2018b). The role of ICT in knowledge management processes: A review. International Journal of Engineering Science and Computing, 8(3). Retrieved from https://www.academia.edu/38241341/The_Role_of_ICT_in_Knowledge_Management_Processes_A_Review. Accessed 15 Aug 2022
Hamad, W. B. (2022). Understanding the foremost challenges in the transition to online teaching and learning during the COVID-19 pandemic: A systematic literature review. Journal of Educational Technology & Online Learning, 5(2), 393–410. Retrieved from https://dergipark.org.tr/en/download/article-file/2183557. Accessed 8 Apr 2022
Hong, S. J., Thong, J. Y. L., & Tam, K. Y. (2006). Understanding continued information technology usage behavior: a comparison of three models in the context of mobile internet. Decision Support Systems, 42(3), 1819–1834. https://doi.org/10.1016/j.dss.2006.03.009
Hung, M. C., Chang, I. C., & Hwang, H. G. (2011). Exploring academic teachers’ continuance toward the web-based learning system: the role of causal attributions. Computers and Education, 57(2). https://doi.org/10.1016/j.compedu.2011.02.001
ISW, (2022). Institute of Social Work Prospectus 2019/2020 – 2021/2022, pp 1–2. Retrieved from https://tzscholars.com/institute-of-social-work-prospectus/. Accessed 9 Feb 2022
Jen, W., Lu, T., & Liu, P. (2009). An integrated analysis of technology acceptance behaviour models: Comparison of three major models. MIS Review, 15(1). Retrieved from http://misreview.mis.nccu.edu.tw/pdf/volume/1501/1501-04-full.pdf. Accessed 9 Jan 2022
John, S. P. (2015). The integration of information technology in higher education: a study of faculty’s attitude towards IT adoption in the teaching process. Contaduria y Administracion, 60, 230–252. https://doi.org/10.1016/j.cya.2015.08.004
Kaplan, K. J. (1972). On the ambivalence-indifference problem in attitude theory and measurement: A suggested modification of the semantic differential technique. Psychological Bulletin, 77(5), 361. https://doi.org/10.1037/h0032590
Khan, M. S. H., Hasan, M. & Clement, C. K. (2012). Barriers to the introduction of ICT into education in developing countries: The example of Bangladesh. International Journal of Instruction, 5(2). Retrieved from https://dergipark.org.tr/en/pub/eiji/issue/5139/70031. Accessed 9 Apr 2020
Kisanga, D. H. (2016). Determinants of teachers’ attitudes towards e-learning in Tanzanian higher learning institutions. In International Review of Research in Open and Distributed Learning, 17(5). Retrieved from https://files.eric.ed.gov/fulltext/EJ1117380.pdf. Accessed 31 May 2022
Kim, H. (2002). Teachers as a barrier to technology-integrated language teaching. English Teaching, 57(2), 35–64. Retrieved from http://kate.bada.cc/wp-content/uploads/2015/02/kate_57_2_3.pdf. Accessed 17 Jul 2017
Lee, B. C., Yoon, J. O., & Lee, I. (2009). Learners’ acceptance of e-learning in South Korea: theories and results. Computers and Education, 53(4), 1320–1329. https://doi.org/10.1016/j.compedu.2009.06.014
Li, H., & Yu, J. (2020). Learners’ continuance participation intention of a collaborative group project in the virtual learning environment: an extended TAM perspective. Journal of Data Information and Management, 2(1), 39–53. https://doi.org/10.1007/s42488-019-00017-8
Lwoga, E. T. (2014). Critical success factors for adoption of web-based learning management systems in Tanzania. International Journal of Education and Development Using Information and Communication Technology (IJEDICT), 10(1), 4–21. Retrieved from http://ijedict.dec.uwi.edu/viewarticle.php?id=1669. Accessed 6 Mar 2022
Macharia, J., & Nyakwende, E. (2009a). Factors affecting the adoption and diffusion of the internet in higher educational institutions in Kenya. Journal of Language Technology & Entrepreneurship in Africa, 1(2), https://doi.org/10.4314/jolte.v1i2.41754
Macharia, J., Nyakwende, P. E. (2009b). Factors, influencing diffusion of e-learning systems by, & students in Kenya’s s higher education 2. Literature review. Proceedings from International Conference: VLIR-IUC-University of Nairobi, (February), 1–11.
Mailizar, M., Burg, D., & Maulina, S. (2021). Examining university students’ behavioral intention to use e-learning during the COVID-19 pandemic: an extended TAM model. Education and Information Technologies, 26(6), 7057–7077. https://doi.org/10.1007/s10639-021-10557-5
Marwan, A. (2008). Teachers’ perceptions of teaching with computer technology: Reasons for use and barriers in usage. International Journal of Instructional Technology & Distance Learning, 5(6). Retrieved from https://itdl.org/Journal/Jun_08/article04.htm. Accessed 31 May 2022
Matimbwa, R., & Anney, V. N. (2016). Teachers and students’ perceptions of self-driven acceptance of mobile phone use as an ICT teaching tool. Journal of Emerging Trends in Educational Research and Policy Studies (JETERAPS), 7(2). Retrieved from https://hdl.handle.net/10520/EJC190056. Accessed 6 Apr 2022
McKenzie, S., Coldwell-Neilson, J., & Palmer, S. (2021). Integrating career development into an undergraduate IT curriculum at an Australian University. Education and Information Technologies, 26(5). https://doi.org/10.1007/s10639-021-10567-3
McKenzie, S., Coldwell-Neislon, J., Palmer, S., & Coleman, K. (2015). Understanding career aspirations of Information Technology students at Deakin University. Proceedings of IEEE International Conference on Teaching, Assessment and Learning for Engineering: Learning for the Future Now, TALE 2014. https://doi.org/10.1109/TALE.2014.7062553
Mikre, F. (2011). The roles of information communication technologies in education review article with emphasis on the computer and internet. African Journals Online, 6(2). Retrieved from https://www.ajol.info/index.php/ejesc/article/view/73521/62437. Accessed 9 Apr 2020
Mollaei, F., & Riasati, M. J. (2013). Teachers’ perceptions of using technology in teaching EFL. International Journal of Applied Linguistics and English Literature, 2(1). https://doi.org/10.7575/ijalel.v.2n.1p.13
Mtebe, J. S., & Raisamo, R. (2014). Challenges and instructors’ intention to adopt and use open educational resources in higher education in Tanzania. International Review of Research in Open and Distance Learning, 15(1). https://doi.org/10.19173/irrodl.v15i1.1687
Mwalongo, A. (2012). Teachers’ perceptions about ICTs for teaching, professional development, administration, and personal use. International Journal of Education and Development Using ICT, 7(3), 36-49. Retrieved from http://ijedict.dec.uwi.edu/viewarticle.php?id=1272. Accessed 9 Apr 2022
Ndibalema, P. C. (2014). Teachers’ attitudes towards the use of Information Communication Technology (ICT) as a pedagogical tool in secondary schools in Tanzania: The case of Kondoa district. International Journal of Education and Research, 2(2). Retrieved from https://www.ijern.com/journal/February-2014/11.pdf. Accessed 9 Apr 2020
Ni, A., & Cheung, A. (2022). Understanding secondary students’ continuance intention to adopt AI-powered intelligent tutoring system for English learning. Education and Information Technologies, 0123456789. https://doi.org/10.1007/s10639-022-11305-z
Nyagorme, P., Qua-Enoo, A. A., Bervell, B., & Arkorful, V. (2017). The awareness and use of Electronic Learning Platforms: a case of a developing country. World Journal of Computer Application and Technology, 5(2). https://doi.org/10.13189/wjcat.2017.050201
Pal, D., & Patra, S. (2021). University students’ perception of video-based learning in times of COVID-19: a TAM/TTF perspective. International Journal of Human-Computer Interaction, 37(10), 903–921. https://doi.org/10.1080/10447318.2020.1848164
Palmer, S., & Holt, D. (2009). Staff and student perceptions of an online learning environment: difference and development. Australasian Journal of Educational Technology, 25(3). https://doi.org/10.14742/ajet.1140
Registrar Office. (2022). Student Information Management System report, Third-year class report. Acquired on 05 February 2022. (unpublished)
Salema, V. (2015). Assessment of the attitude of teachers and students towards learner centred pedagogy in secondary schools in Kilimanjaro Region. Educational Research, 6(2), 31–38. https://doi.org/10.14303/er.2015.11
Salloum, S. A., Mohammad Alhamad, Q., Al-Emran, A., Monem, M. A., & Shaalan, K. (2019). Exploring students’ acceptance of e-learning through the development of a comprehensive technology acceptance model. IEEE Access: Practical Innovations, Open Solutions, 7, 128445–128462. https://doi.org/10.1109/ACCESS.2019.2939467
Saroia, A. I., & Gao, S. (2019). Investigating university students’ intention to use mobile learning management systems in Sweden. Innovations in Education and Teaching International, 56(5), 569–580. https://doi.org/10.1080/14703297.2018.1557068
Sharma, L., & Srivastava, M. (2020). Teachers’ motivation to adopt technology in higher education. Journal of Applied Research in Higher Education, 12(4), 673–692. https://doi.org/10.1108/JARHE-07-2018-0156
Swarts, P., & Wachira, M. E. (2010). Tanzania: ICT in education situational analysis. Global E-Schools and Communities Initiative, (July). Retrieved from https://www.tanzania.go.tz/egov_uploads/documents/Situational_Analysis_Tanzania_sw.pdf. Accessed 2/2/2022
Tanzania, U. R., & Transport, M. C. (2003). National information and communications technologies policy. Policy, (March). Retrieved from https://www.ega.go.tz/uploads/publications/sw-1574848612-SERA%202016.pdf. Accessed 17 Jul 2019
Tsai, C. H. (2014). Integrating social capital theory, social cognitive theory, and the technology acceptance model to explore a behavioral model of telehealth systems. International Journal of Environmental Research and Public Health, 11(5). https://doi.org/10.3390/ijerph110504905
URT (2007). Information & Communication Technology (ICT) policy for basic education. Ministry of Education Ad Vocational Training (MoEVT). Retrieved from https://planipolis.iiep.unesco.org/sites/default/files/ressources/tanzania_ict_policy_for_basiceducation_2007.pdf. Accessed 31 May 2022
Zhang, S., Zhao, J., & Tan, W. (2008). Extending TAM for online learning systems: an intrinsic motivation perspective. Tsinghua Science and Technology, 13(3), 312–317. https://doi.org/10.1016/S1007-0214(08)70050-6
Acknowledgements
The author would like to thank friends (Dr. Sophie McKenzie, Lecturer - Deakin University, Australia, and Dr. Joseph C. Pessa, Registrar – Institute of Social Work, Tanzania) and reviewers for taking their valuable time to offer plentifully helpful invaluable assistance and guidance. The author is also very grateful to all those authors whose research papers have been referred to in writing this research article.
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Hamad, W.B. Evaluating the students’ behavior intention toward the use of the Student Information Management System (SIMS): a case of the Institute of Social Work. Educ Inf Technol 28, 7005–7029 (2023). https://doi.org/10.1007/s10639-022-11476-9
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DOI: https://doi.org/10.1007/s10639-022-11476-9