Assessing Technology and Digital Platforms for Data-Driven Mathematics teaching and learning in South African Schools
Issue: Vol.4 No.12 Special Issue Article 7 pp.78-90
DOI: https://doi.org/10.38159/ehass.20234128 | Published online 30th November, 2023
© 2023 The Author(s). This is an open access article under the CCBY license (http://creativecommons.org/licenses/by/4.0/).
As the world has become more digitalized, technology and digital platforms have revolutionized the way mathematics is taught and learned. It is, however, possible to further transform the way mathematics teaching and learning is conducted by using technology and digital platforms. Schools need to use digital platforms for teaching and learning mathematics to improve performance mathematics since the subject is considered difficult. Data-driven mathematics teaching and learning using technology and digital platforms have been discussed in this article. According to the authors, improved mathematics performance can be achieved by implementing strategies addressing digital platforms, data-driven pedagogy, teacher professional development and student engagement. As a means of achieving meaningful mathematics teaching and learning in South African schools, the authors believe technology and digital platforms can play a significant role. In this theoretical paper, the authors examined a constructivist approach to learning, which holds that learning involves interaction with the environment to construct knowledge. Also incorporated into the framework is the Technology Acceptance Model (TAM), which emphasizes that perceived efficacy, user-friendliness, and social influences impact the adoption and use of technology. As a result of the technology acceptance model, South African schools will be able to overcome challenges like infrastructure limitations and inadequate teacher training to advance the digitalization of information in mathematics education.
Keywords: Technology, Digital Platforms, Data-Driven, Pedagogy, Student-engagement
Adam, T. “The Privilege Of# Pivotonline: A South African Perspective.” Open Development & Education 10 (2020). https://opendeved.net/2020/04/22/the-privilege-of-pivotonline.
Alharbi, Saleh, and Steve Drew. “The Role of Self-Efficacy in Technology Acceptance,” 1142–50, 2019. https://doi.org/10.1007/978-3-030-02686-8_85.
Botha, Adèle, and Marlien Herselman. “A Teacher Tablet Toolkit to Meet the Challenges Posed by 21st Century Rural Teaching and Learning Environments.” South African Journal of Education 35, no. 4 (2015): 1–19.
Bozkurt, Aras, and Ramesh C Sharma. “Emergency Remote Teaching in a Time of Global Crisis Due to CoronaVirus Pandemic.” Asian Journal of Distance Education 15, no. 1 (2020): i–vi.
Burbules, N C, and T A Callister. Watch IT: The Risks and Promises of New Information Technologies. Boulder, CO: Westview, 2000.
Chen, Chaomei. “A Glimpse of the First Eight Months of the COVID-19 Literature on Microsoft Academic Graph: Themes, Citation Contexts, and Uncertainties.” Frontiers in Research Metrics and Analytics 5 (December 23, 2020). https://doi.org/10.3389/frma.2020.607286.
Coeckelbergh, Mark. “The Postdigital in Pandemic Times: A Comment on the Covid-19 Crisis and Its Political Epistemologies.” Postdigital Science and Education 2, no. 3 (October 19, 2020): 547–50. https://doi.org/10.1007/s42438-020-00119-2.
Davis, Fred D. “Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology.” MIS Quarterly 13, no. 3 (September 1989): 319. https://doi.org/10.2307/249008.
Davis, Nicholas. “What Is the Fourth Industrial Revolution.” In World Economic Forum, Vol. 19. Geneva, Switzerland, 2016. https://www.weforum.org/agenda/2016/01/what-is-thefourth-industrial-revolution/.
Department of Education [DoE], South Africa. White Paper 7 on E-Education. Cape Town : Government Printers, 2004.
Dlamini, R., and N. Ndzinisa. “Universities Trailing behind: Unquestioned Epistemological Foundations Constraining the Transition to Online Instructional Delivery and Learning.” South African Journal of Higher Education 34, no. 6 (December 2020). https://doi.org/10.20853/34-6-4073.
Downton, A., R. Cross, and J. Auton. “The Outcome of a Flipped Classroom Approach on Student Learning Experience.” Higher Education Journal of Learning and Teaching 1, no. 1 (2019): 30–41. https://doi.org/https://doi.org/10.32654/hejolt.1.1.30.
Dube, Bekithemba. “Rural Online Learning in the Context of COVID 19 in South Africa: Evoking an Inclusive Education Approach.” REMIE: Multidisciplinary Journal of Educational Research 10, no. 2 (2020): 135–57.
Fook, Chan Yuen, and Gurnam Kaur Sidhu. “Investigating Learning Challenges Faced by Students in Higher Education.” Procedia – Social and Behavioral Sciences 186 (May 2015): 604–12. https://doi.org/10.1016/j.sbspro.2015.04.001.
Hasan Khan, S H. “Constructivism: Towards a Paradigm Shift in Classroom Teaching & Learning.” Scholarly Research Journal for Interdisciplinary Studies 6, no. 51 (2019): 55–63.
Hatun Ataş, Amine, and Ömer Delialioğlu. “A Question–Answer System for Mobile Devices in Lecture-Based Instruction: A Qualitative Analysis of Student Engagement and Learning.” Interactive Learning Environments 26, no. 1 (2018): 75–90.
Hernández-Serrano, María José, Barbara Jones, Paula Renés-Arellano, and Rosalynn A. Campos Ortuño. “Analysis of Digital Self-Presentation Practices and Profiles of Spanish Adolescents on Instagram and TikTok.” Journal of New Approaches in Educational Research 11, no. 1 (January 15, 2022): 49. https://doi.org/10.7821/naer.2022.1.797.
IT Web. “The Government Makes Provision for Learning during Lockdown.” IT Web, 2020. https://www.itweb.co.za/ content/Gb3BwMW8LQKq2k6V.
Jantjies, Mmaki. “Five Things South Africa Must Get Right for Technology in Schools to Work.” The Conversation, 2019. https://theconversation.com/five-things-South-Africa-must-get-right-for-tech-in-schools-to-work-118612.
Kanmani, B, and K Mallikharjuna Babu. “Leveraging Technology in Outcome-Based Education.” In Proceedings of the International Conference on Transformations in Engineering Education: ICTIEE 2014, 415–21. Springer, 2015.
Ke, Fengfeng, Kui Xie, and Ying Xie. “Game‐based Learning Engagement: A Theory‐and Data‐driven Exploration.” British Journal of Educational Technology 47, no. 6 (2016): 1183–1201.
Kgatle, Mookgo Solomon. “Spirituality of Liberation in African Pentecostal Worship and Its Implications for Black Theology.” Black Theology 19, no. 2 (2021): 168–80.
Koehler, Matthew, and Punya Mishra. “What Is Technological Pedagogical Content Knowledge (TPACK)?” Contemporary Issues in Technology and Teacher Education 9, no. 1 (2009): 60–70.
Kozma, Robert B, and Shafika Isaacs. Transforming Education: The Power of ICT Policies. Unesco, 2011. https://unesdoc.unesco.org/ark:/48223/pf0000211842.
Lewis, Kadriye O, Michal J Cidon, Teresa L Seto, Haiqin Chen, and John D Mahan. “Leveraging E-Learning in Medical Education.” Current Problems in Pediatric and Adolescent Health Care 44, no. 6 (2014): 150–63.
Lin, Lin, and Tristan Johnson. “Shifting to Digital: Informing the Rapid Development, Deployment, and Future of Teaching and Learning.” Educational Technology Research and Development 69, no. 1 (February 2, 2021): 1–5. https://doi.org/10.1007/s11423-021-09960-z.
Liu, Yang, and Senlin Chen. “Physical Literacy in Children and Adolescents: Definitions, Assessments, and Interventions.” European Physical Education Review 27, no. 1 (February 11, 2021): 96–112. https://doi.org/10.1177/1356336X20925502.
McKenna, Sioux, Amanda Hlengwa, Lynn Quinn, and Jo-Anne Vorster. “From Affirmative to Transformative Approaches to Academic Development.” Teaching in Higher Education 27, no. 8 (November 17, 2022): 1005–17. https://doi.org/10.1080/13562517.2022.2119077.
Means, Barbara, Yuki Toyama, Robert Murphy, Marianne Bakia, and Karla Jones. “Evaluation of Evidence-Based Practices in Online Learning: A Meta-Analysis and Review of Online Learning Studies,” 2009. http://lst-iiep.iiep-unesco.org/cgi-bin/wwwi32.exe/[in=epidoc1.in]/?t2000=027003/(100).
Mitra, Susanta, and Somsubhra Gupta. “Mobile Learning under Personal Cloud with a Virtualization Framework for Outcome Based Education.” Education and Information Technologies 25, no. 3 (May 6, 2020): 2129–56. https://doi.org/10.1007/s10639-019-10043-z.
Moya, Sofia, and Mar Camacho. “Identifying the Key Success Factors for the Adoption of Mobile Learning.” Education and Information Technologies 26 (2021): 3917–45.
Mtebe, Joel S., and Roope Raisamo. “A Model for Assessing Learning Management System Success in Higher Education in Sub‐Saharan Countries.” The Electronic Journal Of Information Systems In Developing Countries 61, no. 1 (February 5, 2014): 1–17. https://doi.org/10.1002/j.1681-4835.2014.tb00436.x.
Naidoo, Gedala Mulliah, and Magdalene Kevisha Naidoo. “Digital Communication: Overcoming Digital Teaching and Learning Barriers During the COVID-19 Lockdown.” In Digital Pedagogies and the Transformation of Language Education, 183–203. IGI Global, 2021.
Nqabeni, Nozuko. “Rethinking South African Higher Education Institutions Role Towards Curriculum Restructuring.” E-Journal of Humanities, Arts and Social Sciences (EHASS) 4, no. 10 (2023): 1253–63.
Nqabeni, Nozuko, and Andrea Mqondiso Buka. “Post Covid-19: Exploring the Decolonisation Factor in a Mathematics Classroom in South African Schools.” E-Journal of Humanities, Arts and Social Sciences 4, no. 3 (March 17, 2023): 287–99. https://doi.org/10.38159/ehass.2023439.
———. “Post Covid-19: Exploring the Decolonisation Factor in a Mathematics Classroom in South African Schools.” E-Journal of Humanities, Arts and Social Sciences, March 17, 2023, 287–99. https://doi.org/10.38159/ehass.2023439.
Padayachee, P., S. Wagner-Welsh, and H. Johannes. “Online Assessment in Moodle: A Framework for Supporting Our Students.” South African Journal of Higher Education 32, no. 5 (October 2018). https://doi.org/10.20853/32-5-2599.
Park, Sung Youl, Hae Deum Lee, and Soo Young Kim. “South Korean University Students’ Mobile Learning Acceptance and Experience Based on the Perceived Attributes, System Quality and Resistance.” Innovations in Education and Teaching International 55, no. 4 (2018): 450–58.
Preez, Petro Du, and Lesley Le Grange. “The COVID-19 Pandemic, Online Teaching/Learning, the Digital Divide and Epistemological Access.” Unpublished Paper 1 (2020): 90–106.
Roberts, Nicky, Garth Spencer-Smith, Riitta Vänskä, and Sanna Eskelinen. “From Challenging Assumptions to Measuring Effect: Researching the Nokia Mobile Mathematics Service in South Africa.” South African Journal of Education 35, no. 2 (May 31, 2015): 1–13. https://doi.org/10.15700/saje.v35n2a1045.
Roberts, Pamela. “Higher Education Curriculum Orientations and the Implications for Institutional Curriculum Change.” Teaching in Higher Education 20, no. 5 (July 4, 2015): 542–55. https://doi.org/10.1080/13562517.2015.1036731.
SACMEQ. “The SACMEQ Iv Project in South Africa: A Study of the Conditions of Schooling and the Quality of Education,” August 2017.
Santos, Joseline M. “Google Classroom: Beyond the Traditional Setting.” Problems of Education in the 21st Century 79, no. 4 (August 15, 2021): 626–39. https://doi.org/10.33225/pec/21.79.626.
Sarker, Md Nazirul Islam, Min Wu, Qian Cao, GM Monirul Alam, and Dan Li. “Leveraging Digital Technology for Better Learning and Education: A Systematic Literature Review.” International Journal of Information and Education Technology 9, no. 7 (2019): 453–61. https://doi.org/10.18178/ijiet.2019.9.7.1246.
Scherman, Vanessa, Sarah J Howie, and Roel J Bosker. “Constructing Benchmarks for Monitoring Purposes: Evidence from South Africa.” Educational Research and Evaluation 17, no. 6 (2011): 511–25.
Tamborg, Andreas Lindenskov. “Improving Mathematics Teaching via Digital Platforms? Implementation Processes Seen through the Lens of Instrumental Genesis.” ZDM – Mathematics Education 53, no. 5 (October 16, 2021): 1059–71. https://doi.org/10.1007/s11858-021-01282-x.
Taylor, Nick, Kim Draper, Johan Muller, and Sibusiso Sithole. National Report 2012: The State of Literacy Teaching and Learning in the Foundation Phase. National Education Evaluation & Development Unit, 2013. http://www.saqa.org.za/docs/papers/2013/needu.pdf.
Vally, Zaahedah. “Education Inequality: The Dark Side of South Africa’s Education System.” The Daily Vox, 2020.
Nozuko Nqabeni currently teaches Mathematics and Natural Sciences in the Department of Basic Education at the St. Joseph’s Primary School where she also holds the position of Deputy Principal. She works as a part-time lecturer at the Department of Adult Foundation Phase and Educational Foundations, Faculty of Educational Sciences, Walter Sisulu University, South Africa. She supervises students pursuing Bachelor of Education Honours programs in her areas of specialization. Besides publishing works in journals approved by the Department of Higher Education and Training (DHET), Nozuko Nqabeni has also presented papers at national and international conferences. She is currently enrolled for a PhD in Mathematics Education with the University of the Free State, South Africa.
Pelokazi Nqabeni is currently the Senior Lecturer at the Faculty of Educational Sciences, Walter Sisulu University, South Africa. She holds a Doctor of Education Degree in the application of LTSMs in Life Skills as a subject. She has successfully supervised BEd Honours, master and doctoral learners in her areas of expertise and serves as an internal examiner in the same institution. Also, Pelokazi Nqabeni has presented papers at national and international conferences and published articles in the Department of Higher Education and Training (DHET) accredited journals. She is working in partnership on research projects with other universities, in South Africa. Pelokazi Nqabeni serves as a member of the Higher Degrees committee and also as a Faculty Board member at the Walter Sisulu University.
Nqabeni, Nozuko and Nqabeni, Pelokazi. “Assessing Technology and Digital Platforms for Data-Driven Mathematics teaching and learning in South African Schools.” E-Journal of Humanities, Arts and Social Sciences 4, no.12 Special Issue (2023): 78-90. https://doi.org/10.38159/ehass.20234128
© 2023 The Author(s). Published and Maintained by Noyam Journals. This is an open access article under the CCBY license (http://creativecommons.org/licenses/by/4.0/).