Techno-mathematical literacies in digital age: Which categories are importance for teachers?

Hendra Kartika, Ratri Candra Hastari

Abstract


Nowadays, digital technologies development potentially have changed on teaching and learning activities and demands teachers’ competencies and literacy. In this study, narrative review is used to identify the types of Techno-mathematical Literacy (TmL) that the teachers need to acquire in this digital age. There are seven categories of TmL studied, namely: data literacy, ability to use computer software, communication skills, ability to analyze errors, ability to interpret numbers, creativity, and drawing skills. The results show that the seven categories are crucial for teachers to execute their role in this highly demanding era. These results also indicate that techno-mathematical literacy needs to be applied in the field of teacher education to adequately equip the students with the skills required in the workplace. The result also suggested that teachers need to be encouraged to develop their instructional design in the attempt to enhance students’ techno-mathematical literacy.

Keywords


data literacy; digital age; digital literacy; techno-mathematical literacy; teachers

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References


Abass, B. T., Isyakka, B., Olaolu, I. Y., & Olusegun, F. M. (2014). Effects of two and three-dimensional visual objects on the acquisition of drawing skills among jss1 students in Osun State, Nigeria. World Journal of Education, 4(1). https://doi.org/10.5430/Wje.V4n1p62

Blackwell, C. K., Lauricella, A. R., & Wartella, E. (2014). Factors influencing digital technology use in early childhood education. Computers & Education, 77, 82–90. https://doi.org/10.1016/J.Compedu.2014.04.013

Blackwell, C. K., Lauricella, A. R., Wartella, E., Robb, M., & Schomburg, R. (2013). Adoption and use of technology in early education. Computers & Education, 69, 310–319. https://doi.org/10.1016/J.Compedu.2013.07.024

Bonfield, C. A., Salter, M., Longmuir, A., Benson, M., & Adachi, C. (2020). Transformation or evolution?: Education 4.0, teaching and learning in the digital age. Higher Education Pedagogies, 5(1), 223–246. https://doi.org/10.1080/23752696.2020.1816847

Burke, T. (2017). Data literacy in digital workplace. Retrieved From: https://www.highcharts.com/blog/tutorials/data-literacy-digital-workplace/.

Craft, A. (2010). Creativity and education futures: Learning in a digital age. Stafordshire: Trentham Books.

Dibujos, B. A. (2009). Religion and the growing mind. Journal Of Educational Review, 11, 75-90.

European Commission, (2013). The digital competence framework for citizens. Retrieved From: https://ec.europa.eu/jrc/en/digcomp/digital-competence-framework.

Ferrari, A. (2013). Digcomp: A framework for developing and understanding digital competence in Europe. Luxembourg: Publications Office of The European Union. https://doi.org/10.2788/52966

Fischer, G., Lundin, J., & Lindberg, J. O. (2020). Rethinking and reinventing learning, education and collaboration in the digital age—from creating technologies to transforming cultures. International Journal of Information and Learning Technology, 37(5), 241-252. https://doi.org/10.1108/IJILT-04-2020-0051

Henriksen, D., Henderson, M., & Creely, E. (2012). Creativity and technology in education: An international perspective. Technology, Knowledge and Learning, (23), 409–424.

Hoyles, C., Noss, R., Kent, P., & Bakker, A. (2010). Improving mathematics at work: The need for techno-mathematical literacies. London, United Kingdom: Routledge.

Hoyles, C., Wolf, A., Molyneux-Hodgson, S. & Kent, P. (2002). Mathematical skills in the workplace. London, United Kingdom: Science, Technology and Mathematics Council.

Kara, N. (2018). Understanding university students’ thoughts and practices about digital citizenship: A mixed methods study. Educational Technology & Society, 21(1), 172–185.

Kent, P., Bakker, A., Hoyles, C., & Noss, R. (2005a). Techno-mathematical literacies in the workplace. Msor Connections, 5(1), 1-3.

Kent, P., Bakker, A., Hoyles, C., & Noss, R. (2005b). Statistical reasoning in the workplace: Techno-mathematical literacies and learning opportunities. In Hewitt, D. (Ed.), Proceedings of The British Society for Research into Learning Mathematics, 25(2), 37-42. Retrieved From https://bsrlm.org.uk/wp-content/uploads/2016/02/BSRLM-IP-25-2-7.pdf.

Keshavarz, M., & Ghoneim, A. (2021). Preparing educators to teach in a digital age. The International Review of Research in Open and Distributed Learning, 22(1), 221-242. https://doi.org/10.19173/irrodl.v22i1.4910

Krumsvik, R. J. (2008). Situated learning and teachers’ digital competence. Education and Information Technologies, 13(4), 279–290. https://doi.org/10.1007/S10639-008-9069-5

Leikin, R., Subotnik, R., Pitta-Pantazi, D., Singer, F. M., & Pelczer, I. (2012). Teachers’ views on creativity in mathematics education: An international survey. ZDM-Mathematics Education, 45(2), 309–324. https://doi.org/10.1007/S11858-012-0472-4

Mandinach, E., & Gummer, E. (2013). A Systemic view of implementing data literacy in educator preparation. Educational Researcher, 42, 30–37. https://doi.org/10.3102/0013189x12459803

Mandinach, E. B., & Gummer, E. S. (2016). What does it mean for teachers to be data literate: Laying out the skills, knowledge, and dispositions. Teaching and Teacher Education, 60, 366–376. https://doi.org/10.1016/J.Tate.2016.07.011

Mcknight, K., O’malley, K., Ruzic, R., Horsley, M. K., Franey, J. J., & Bassett, K. (2016). Teaching in a digital age: How educators use technology to improve student learning. Journal of Research on Technology in Education, 48(3), 194–211. https://doi.org/10.1080/15391523.2016.1175856

Montoya, S. (2018). Meet the SDG 4 data: Skills for digital word. Retrieved From: https://www.globalpartnership.org/blog/meet-sdg-4-data-skills-digital-world.

Murray, M. C., & Pérez, J. (2014). Unraveling the digital literacy paradox: How higher education fails at the fourth literacy. Issues in Informing Science and Information Technology, 11, 85-100. Retrieved from http://iisit.org/Vol11/IISITv11p085-100Murray0507.pdf.

National Science Board. (2005). Long-lived digital data collections: Enabling research and education in the 21st century. Arlington, VA: National Science Foundation.

Perrotta, C. (2013). Do school-level factors influence the educational benefits of digital technology? A critical analysis of teachers' perceptions. British Journal of Educational Technology, 44(2), 314-327. https://doi.org/10.1111/j.1467-8535.2012.01304.x

Pierce, R. (2018). "Definition of Data". Math is fun. Retrieved from http://www.mathsisfun.com/definitions/data.html.

Ritz, J. M. (2011). A focus on technological literacy in higher education. The Journal of Technology Studies, 37(1), 31-40. https://doi.org/10.21061/jots.v37i1.a.4.

Siddiq, F., Scherer, R., & Tondeur, J. (2016). Teachers’ emphasis on developing students’ digital information and communication skills (TEDDICS): A new construct in 21st century education. Computers & Education, 92-93, 1–14. https://doi.org/10.1016/j.compedu.2015.10.006

Starkey, L. (2020) A review of research exploring teacher preparation for the digital age. Cambridge Journal of Education, 50(1), 37-56. https://doi.org/10.1080/0305764X.2019.1625867

Tan, S. C., Chan, C., Bielaczyc, K., Ma, L., Scardamalia, M., & Bereiter, C. (2021). Knowledge building: Aligning education with needs for knowledge creation in the digital age. Educational Technology Research and Development, 69, 2243–2266. https://doi.org/10.1007/s11423-020-09914-x

Thomas, M. (2011). Deconstructing digital natives. London: Routledge.

Van Der Wal, N.J., Bakker, A., & Drijvers, P. (2017). Which techno-mathematical literacies are essential for future engineers? Int J Of Sci and Math Educ, 15(1), 87-14. https://doi.org/10.1007/S10763-017-9810-X

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. https://doi.org/10.1111/Jcal.12029

Vucaj, I. (2020). Development and initial validation of Digital Age Teaching Scale (DATS) to assess application of ISTE Standards for Educators in K–12 education classrooms. Journal of Research on Technology in Education, 54(2), 1–23. https://doi.org/ 10.1080/15391523.2020.1840461

Yang, C., Qunying Huang, Q., Li, Z., Liu, K., & Hu, F. (2017). Big data and cloud computing: Innovation opportunities and challenges. International Journal of Digital Earth, 10(1), 13-53. https://doi.org/ 10.1080/17538947.2016.1239771




DOI: http://dx.doi.org/10.17977/um076v6i22022p76-83

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