Evaluation of Digital Technology Management in Mathematics Learning

A Sequential Explanatory Design in Eastern Indonesia

Authors

DOI:

https://doi.org/10.7577/njcie.5926

Keywords:

sequential explanatory design, digital technology integration, mathematics education, teacher competencies, digital skills in teaching

Abstract

The rapid advancement of digital technology necessitates that teachers enhance their competencies in the teaching and learning process of mathematics. This study aims to evaluate the demographic factors affecting teachers' use of digital technology and their digital skills, explore the frequency of online learning platform usage in relation to teachers' digital skills, and identify challenges while providing recommendations for integrating technology into mathematics instruction through a Sequential Explanatory Design mixed-methods approach. The quantitative sample consisted of 104 mathematics teachers, with 14 teachers selected as respondents for the qualitative phase. Data collection instruments included questionnaires, structured interviews, and non-participant observations, with quantitative data analyzed using Jamovi 2.4.8.0 software, and qualitative data manually coded and thematically analyzed using an inductive-deductive approach. The findings indicate that employment status, teaching experience, and school level significantly influence the use of digital technology in teaching mathematics. Teachers who are government employees under contract, have over 10 years of teaching experience, and teach at the middle or high school level tend to integrate technology more effectively. Consequently, government policies and educational programs for technology development should prioritize teachers irrespective of their employment status, offering continuous training (both online and offline) focused on mathematics.

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References

Abedi, E. A. (2023). Tensions between technology integration practices of teachers and ICT in education policy expectations: implications for change in teacher knowledge, beliefs and teaching practices. Journal of Computers in Education. https://doi.org/10.1007/s40692-023-00296-6

Abedi, E. A., Prestridge, S., & Hodge, S. (2023). Teachers’ beliefs about technology integration in Ghana: a qualitative study of teachers’, headteachers’ and education officials’ perceptions. Education and Information Technologies, 29(5), 5857–5877. https://doi.org/10.1007/s10639-023-12049-0

Agyei, E., Agyei, D. D., & Benning, I. (2023). Teaching mathematics with digital technologies: A situational analysis of high school teachers’ experiences in Ghana. African Journal of Research in Mathematics, Science and Technology Education, 1–14. https://doi.org/10.1080/18117295.2023.2265241

Akyuz, D. (2018). Measuring technological pedagogical content knowledge (TPACK) through performance assessment. Computers & Education, 125, 212–225. https://doi.org/10.1016/j.compedu.2018.06.012

Alieto, E., Abequibel-Encarnacion, B., Estigoy, E., Balasa, K., Eijansantos, A., & Torres-Toukoumidis, A. (2024). Teaching inside a digital classroom: A quantitative analysis of attitude, technological competence and access among teachers across subject disciplines. Heliyon, 10(2). https://doi.org/10.1016/j.heliyon.2024.e24282

Bascones, G. Y., Yunzal Ananias N., J., & Casinillo, L. F. (2024). Exploring Contextual Factors Affecting Student Performance in Mathematics: A Sequential Explanatory Research. Canadian Journal of Family and Youth/Le Journal Canadien de Famille et de La Jeunesse, 16(3), 210–234. https://doi.org/10.29173/cjfy30045

Beccuti, F., Valero, P., & Robutti, O. (2023). Stories of devoted university students: the mathematical experience as a form of ascesis. Educational Studies in Mathematics, 115(1), 51–67. https://doi.org/10.1007/s10649-023-10259-4

Berková, K., Krpálková Krelová, K., Krpálek, P., Vacínová, T., & Kubišová, A. (2024). Secondary School Teachers’ Attitudes Towards Online Learning Tools: Teachers’ Behaviour in Distance Education. International Journal of Interactive Mobile Technologies (IJIM), 18(02), 52–67. https://doi.org/10.3991/ijim.v18i02.44749

Bernsteiner, A., Schubatzky, T., Haagen-Schützenhöfer, C., & Spitzer, P. (2024). Impact of working with Arduino on mathematics and science teacher students’ self-assessment of TPACK and self-efficacy. In F. S., D. S., P. J., S. K., & H. A.K. (Eds.), Journal of Physics: Conference Series (Vol. 2750, Issue 1). Institute of Physics. https://doi.org/10.1088/1742-6596/2750/1/012043

Biseth, H., Svenkerud, S. W., Magerøy, S. M., & Rubilar, K. H. (2022). Relevant Transformative Teacher Education for Future Generations. Frontiers in Education, 7. https://doi.org/10.3389/feduc.2022.806495

Bıçak, F. (2019). Investigation of the views of teachers toward the use of smart boards in the teaching and learning process. Journal of Pedagogical Research, 3(1), 15–23. https://doi.org/10.33902/jpr.2019.1

Braun, V., & Clarke, V. (2006). Using thematic analysis in psychology. Qualitative Research in Psychology, 3(2), 77–101. https://doi.org/10.1191/1478088706qp063oa

Brevik, L. M., Gudmundsdottir, G. B., Lund, A., & Strømme, T. A. (2019). Transformative agency in teacher education: Fostering professional digital competence. Teaching and Teacher Education, 86. https://doi.org/10.1016/j.tate.2019.07.005

Bütün, M. (2021). Mathematics teachers views on distance education and their beliefs about integrating computer technology in mathematics courses. Journal of Pedagogical Research, 5(2), 88–102. https://doi.org/10.33902/jpr.2021269394

Bwalya, A., & Rutegwa, M. (2023). Technological pedagogical content knowledge self-efficacy of pre-service science and mathematics teachers: A comparative study between two Zambian universities. Eurasia Journal of Mathematics, Science and Technology Education, 19(2). https://doi.org/10.29333/ejmste/12845

Cahapay, M. B. (2021). Technological pedagogical knowledge self-efficacy and continuance intention of Philippine teachers in remote education amid COVID-19 crisis. Journal of Pedagogical Research, 5(3), 68–79. https://doi.org/10.33902/jpr.2021370614

Cevikbas, M., König, J., & Rothland, M. (2023). Empirical research on teacher competence in mathematics lesson planning: recent developments. ZDM : The International Journal on Mathematics Education, 1–13. https://doi.org/10.1007/s11858-023-01487-2

Christensen, I. R., Biseth, H., & Huang, L. (2021). Developing Digital Citizenship and Civic Engagement Through Social Media Use in Nordic Schools. In H. Biseth, B. Hoskins, & L. Huang (Eds.), Northern Lights on Civic and Citizenship Education: A Cross-national Comparison of Nordic Data from ICCS (pp. 65–92). Springer International Publishing. https://doi.org/10.1007/978-3-030-66788-7_4

Clark-Wilson, A., Robutti, O., & Thomas, M. (2020). Teaching with digital technology. ZDM: The International Journal on Mathematics Education, 52(7), 1223–1242. https://doi.org/10.1007/s11858-020-01196-0

Creswell, J. W., & Clark, V. L. P. (2017). Designing and conducting mixed methods research. Sage publications.

Das, K. (2021). Integrating e-learning & technology in mathematics education. Journal of Information and Computational Science, 11(1), 310–319.

Daza, V., Gudmundsdottir, G. B., & Lund, A. (2024). The emergence of a digital third space: Opportunities and constraints of digital practice assessment in teacher education. International Journal of Educational Research, 127. https://doi.org/10.1016/j.ijer.2024.102415

de Freitas, G., & Spangenberg, E. D. (2019). Mathematics teachers’ levels of technological pedagogical content knowledge and information and communication technology integration barriers. Pythagoras, 40(1). https://doi.org/10.4102/pythagoras.v40i1.431

DeVellis, R. F., & Thorpe, C. T. (2021). Scale development: Theory and applications. Sage publications.

Dizon, S. M. C. (2024). Unravelling The Complexity: Exploring Challenges In Facilitating The Mathematics Curriculum Contents To Basic Education Students. Ignatian International Journal for Multidisciplinary Research, 2(1), 62–83. https://doi.org/10.5281/zenodo.10486174

Eickelmann, B., Casamassima, G., Labusch, A., Drossel, K., Sisask, M., Teidla-Kunitsõn, G., Kazani, A., Parsanoglou, D., Symeonaki, M., & Gudmundsdottir, G. B. (2022). Children and young people’s narratives and perceptions of ICT in education in selected European countries complemented by perspectives of teachers and further relevant stakeholders in the education context. DigiGen- Working Paper Series, 11. https://doi.org/10.5281/zenodo.7152391

Familoni, B. T., & Onyebuchi, N. C. (2024). Augmented and virtual reality in us education: a review: analyzing the impact, effectiveness, and future prospects of ar/vr tools in enhancing learning experiences. International Journal of Applied Research in Social Sciences, 6(4), 642–663. https://doi.org/10.51594/ijarss.v6i4.1043

Fowler, S., & Leonard, S. N. (2021). Using design based research to shift perspectives: a model for sustainable professional development for the innovative use of digital tools. Professional Development in Education, 50(1), 192–204. https://doi.org/10.1080/19415257.2021.1955732

Gudmundsdottir, G. B., & Hatlevik, O. E. (2018). Newly qualified teachers’ professional digital competence: implications for teacher education. European Journal of Teacher Education, 41(2), 214–231. https://doi.org/10.1080/02619768.2017.1416085

Halim, S. A., Hadi, N. A., & Hamdan, N. I. (2024). Development of a linear algebra website for teaching and learning. In 4TH SYMPOSIUM ON INDUSTRIAL SCIENCE AND TECHNOLOGY (SISTEC2022). AIP Publishing. https://doi.org/10.1063/5.0172319

Hernández, A., Perdomo-Díaz, J., & Camacho-Machín, M. (2023). Prospective Secondary School Mathematics Teachers’ Use of Digital Technologies to Represent, Explore and Solve Problems. In Problem Posing and Problem Solving in Mathematics Education (pp. 73–90). Springer Nature Singapore. https://doi.org/10.1007/978-981-99-7205-0_5

Holmarsdottir, H., Seland, I., Hyggen, C., & Roth, M. (Eds.) (2024). Understanding The Everyday Digital Lives of Children and Young People. Springer Nature.

Hoyles, C. (2018). Transforming the mathematical practices of learners and teachers through digital technology. Research in Mathematics Education, 20(3), 209–228. https://doi.org/10.1080/14794802.2018.1484799

Huang, C.-K. (2023). Coaching for change: preparing mathematics teachers for technology integration in differentiated classrooms. Education and Information Technologies, 28(11), 13913–13941. https://doi.org/10.1007/s10639-023-11684-x

Huda, M. (2024). Between accessibility and adaptability of digital platform: investigating learners’ perspectives on digital learning infrastructure. Higher Education, Skills and Work-Based Learning, 14(1), 1–21. https://doi.org/10.1108/heswbl-03-2022-0069

Ivankova, N. V, Creswell, J. W., & Stick, S. L. (2006). Using Mixed-Methods Sequential Explanatory Design: From Theory to Practice. Field Methods, 18(1), 3–20. https://doi.org/10.1177/1525822x05282260

Jacinto, H., & Carreira, S. (2023). Knowledge for teaching mathematical problem-solving with technology: An exploratory study of a mathematics teacher’s proficiency. European Journal of Science and Mathematics Education, 11(1), 105–122. https://doi.org/10.30935/scimath/12464

Johannesen, M., & Øgrim, L. (2020). The role of multidisciplinarity in developing teachers’ professional digital competence. Nordic Journal of Comparative and International Education (NJCIE), 4(3–4), 72–89. https://doi.org/10.7577/njcie.3735

Kartal, B., & Çınar, C. (2022). Preservice mathematics teachers’ TPACK development when they are teaching polygons with geogebra. International Journal of Mathematical Education in Science and Technology, 55(5), 1171–1203. https://doi.org/10.1080/0020739x.2022.2052197

Kartal, B., & Çınar, C. (2024). Preservice mathematics teachers’ TPACK development when they are teaching polygons with geogebra. International Journal of Mathematical Education in Science and Technology, 55(5), 1171–1203. https://doi.org/10.1080/0020739X.2022.2052197

Koehler, M. J., Mishra, P., & Cain, W. (2013). What is Technological Pedagogical Content Knowledge (TPACK)? Journal of Education, 193(3), 13–19. https://doi.org/10.1177/002205741319300303

Kolesnyk, L., & Biseth, H. (2024). Professional development in teacher education through international collaboration: when education reform hits Ukraine. Professional Development in Education, 50(2), 347–359. https://doi.org/10.1080/19415257.2023.2193197

Koyunkaya, M. Y., & Dede, A. T. (2024). Using different digital tools in designing and solving mathematical modelling problems. Education and Information Technologies. https://doi.org/10.1007/s10639-024-12577-3

Lahman, M. K. E., Rodriguez, K. L., Moses, L., Griffin, K. M., Mendoza, B. M., & Yacoub, W. (2015). A Rose By Any Other Name Is Still a Rose? Problematizing Pseudonyms in Research. Qualitative Inquiry, 21(5), 445–453. https://doi.org/10.1177/1077800415572391

Lahn, L. C., & Berntsen, S. K. (2023). Frameworking vocational teachers’ digital competencies: An integrative literature review and synthesis. Nordic Journal of Comparative and International Education (NJCIE), 7(2). https://doi.org/10.7577/njcie.5322

Larsen, V. (2023). Pedagogising Virtual Reality Technology: A New Perspective on the TPACK-framework. Nordic Journal of Comparative and International Education (NJCIE), 7(2). https://doi.org/0.7577/njcie.5254

Le Pichon, E., Cummins, J., & Vorstman, J. (2021). Using a web-based multilingual platform to support elementary refugee students in mathematics. Journal of Multilingual and Multicultural Development, 45(2), 579–595. https://doi.org/10.1080/01434632.2021.1916022

Li, M. (2024). Assessing Chinese primary mathematics teachers’ self-efficacy for technology integration: Development and validation of a multifaceted scale. Asian Journal for Mathematics Education, 3(2), 231–253. https://doi.org/10.1177/27527263241254496

McCulloch, A. W., Hollebrands, K., Lee, H., Harrison, T., & Mutlu, A. (2018). Factors that influence secondary mathematics teachers’ integration of technology in mathematics lessons. Computers & Education, 123, 26–40. https://doi.org/10.1016/j.compedu.2018.04.008

Mwaniki, F. M., Nyamu, F. K., & Waititu, M. M. (2024). An Exploration of The Integration of ICT In Mathematics Lessons in Secondary Schools, Garissa County, Kenya. Journal of Education, 4(1), 12–22.

Nkundabakura, P., Nsengimana, T., Uwamariya, E., Nyirahabimana, P., Nkurunziza, J. B., Mukamwambali, C., Dushimimana, J. C., Nsabayezu, E., Twahirwa, J. N., & Ndihokubwayo, K. (2023). Contribution of Continuous Professional Development (CPD) Training Programme on Rwandan Secondary School Mathematics and Science Teachers’ Pedagogical, Technological, and Content knowledge. Education and Information Technologies, 29(4), 4969–4999. https://doi.org/10.1007/s10639-023-11992-2

Oni, O., Odaro-Ekhaguebo, K., & Akpoduado, E. (2018). Assessment of information communication technology proficiency of secondary school teachers. Journal of Pedagogical Research, 2(1), 46–54.

Orakova, A., Nametkulova, F., Issayeva, G., Mukhambetzhanova, S., Galimzhanova, M., & Rezuanova, G. (2024). The Relationships between Pedagogical and Technological Competence and Digital Literacy Level of Teachers. Journal of Curriculum Studies Research, 6(1), 1–21. https://doi.org/10.46303/jcsr.2024.2

Özen, E., & Kurtuluş, A. (2023). A study on mathematics teachers’ technological pedagogical content knowledge (TPACK) and frequency of use of educational information network (EBA) assessment tools. Journal of Educational Technology and Online Learning, 6(4), 1009–1026. https://doi.org/10.31681/jetol.1335993

Papanikolaou, K., Makri, K., & Roussos, P. (2017). Learning design as a vehicle for developing TPACK in blended teacher training on technology enhanced learning. International Journal of Educational Technology in Higher Education, 14(1). https://doi.org/10.1186/s41239-017-0072-z

Pappa, C. I., Georgiou, D., & Pittich, D. (2023). Technology education in primary schools: addressing teachers’ perceptions, perceived barriers, and needs. International Journal of Technology and Design Education, 34(2), 485–503. https://doi.org/10.1007/s10798-023-09828-8

Park, W., & Kwon, H. (2023). Implementing artificial intelligence education for middle school technology education in Republic of Korea. International Journal of Technology and Design Education, 39, 109-135. https://doi.org/10.1007/s10798-023-09812-2

Perienen, A. (2020). Frameworks for ICT Integration in Mathematics Education - A Teacher’s Perspective. Eurasia Journal of Mathematics, Science and Technology Education, 16(6). https://doi.org/10.29333/ejmste/7803

Pinter, L., & Siddiqui, M. F. H. (2024). Enhancing Calculus Learning through Interactive VR and AR Technologies: A Study on Immersive Educational Tools. Multimodal Technologies and Interaction, 8(3), 19. https://doi.org/10.3390/mti8030019

Pokhrel, M. (2024). Exploring Factors Contributing to Indifference Towards Learning Mathematics Among Secondary School Students in Nepal. Turkish Journal of Computer and Mathematics Education (TURCOMAT), 15(1), 51–60. https://doi.org/10.61841/turcomat.v15i1.14355

Pörn, R., Braskén, M., Wingren, M., & Andersson, S. (2024). Attitudes towards and expectations on the role of artificial intelligence in the classroom among digitally skilled Finnish K-12 mathematics teachers. LUMAT: International Journal on Math, Science and Technology Education, 12(3). https://doi.org/10.31129/lumat.12.3.2102

Retnawati, H. (2016). Validitas reliabilitas dan karakteristik butir [validity, reliability and item charactheristic]. Yogyakarta: Parama Publishing.

Rueda-Gómez, K. L., Rodríguez-Muñiz, L. J., & Muñiz-Rodríguez, L. (2023). Factors that mediate the success of the use of online platforms to support learning: the view of university teachers. Education and Information Technologies, 29(2), 2459–2482. https://doi.org/10.1007/s10639-023-11916-0

Saikkonen, L., & Kaarakainen, M. T. (2021). Multivariate analysis of teachers’ digital information skills - The importance of available resources. Computers and Education, 168. https://doi.org/10.1016/j.compedu.2021.104206

Santos-Trigo, M. (2023). Trends and Developments of Mathematical Problem-Solving Research to Update and Support the Use of Digital Technologies in Post-confinement Learning Spaces. In T. L. Toh, M. Santos-Trigo, P. H. Chua, N. A. Abdullah, & D. Zhang (Eds.), Problem Posing and Problem Solving in Mathematics Education (pp. 7–32). Springer Nature Singapore. https://doi.org/10.1007/978-981-99-7205-0_2

Saparbayeva, E., Abdualiyeva, M., Torebek, Y., Madiyarov, N., & Tursynbayev, A. (2024). Leveraging digital tools to advance mathematics competencies among construction students. Cogent Education, 11(1). https://doi.org/10.1080/2331186x.2024.2319436

Sattayaraksa, W. D., Luangrangsee, P., Ratsameemonthon, C., & Sulisworo, D. (2023). Understanding how demographic factors influence faculty member s perceptions of online learning success: A case study in Thai private higher education. Journal of Pedagogical Research, 7(5), 48-68. https://doi.org/10.33902/jpr.202323519

Seland, I., Holmarsdottir, H. B., Hyggen, C., Kapella, O., Parsanoglou, D., & Sisask, M. (2022). Conditions contributing to positive and negative outcomes of children’s ICT use: Protocol for a scoping review. Societies, 12(5), 125. https://doi.org/10.3390/soc12050125

Sen Zeytun, A., Cetinkaya, B., & Erbas, A. K. (2023). Why do prospective teachers have difficulties in mathematical modelling? Insights from their perspectives. International Journal of Mathematical Education in Science and Technology, 55(1), 94–117. https://doi.org/10.1080/0020739x.2023.2171922

Sevimli, E. (2023). Exemplification process in online education: a longitudinal study of mathematics teachers. Learning Environments Research, 26(2), 491–514. https://doi.org/10.1007/s10984-022-09440-y

Stumbrienė, D., Jevsikova, T., & Kontvainė, V. (2023). Key factors influencing teachers’ motivation to transfer technology-enabled educational innovation. Education and Information Technologies, 1–35. https://doi.org/10.1007/s10639-023-11891-6

Thornberg, R., Forsberg, C., Hammar Chiriac, E., & Bjereld, Y. (2020). Teacher–Student Relationship Quality and Student Engagement: A Sequential Explanatory Mixed-Methods Study. Research Papers in Education, 37(6), 840–859. https://doi.org/10.1080/02671522.2020.1864772

Thurm, D., Vandervieren, E., Moons, F., Drijvers, P., Barzel, B., Klinger, M., van der Ree, H., & Doorman, M. (2022). Distance mathematics education in Flanders, Germany, and the Netherlands during the COVID 19 lockdown—the student perspective. ZDM – Mathematics Education, 55(1), 79–93. https://doi.org/10.1007/s11858-022-01409-8

Timotheou, S., Miliou, O., Dimitriadis, Y., Sobrino, S. V., Giannoutsou, N., Cachia, R., Monés, A. M., & Ioannou, A. (2023). Impacts of digital technologies on education and factors influencing schools’ digital capacity and transformation: A literature review. Education and Information Technologies, 28(6), 6695–6726. https://doi.org/10.1007/s10639-022-11431-8

Tusiime, W. E., Johannesen, M., & Gudmundsdottir, G. B. (2019). The dilemma of teaching with digital technologies in developing countries: Experiences of art and design teacher educators in Uganda. Nordic Journal of Comparative and International Education (NJCIE), 3(2), 55–71. https://doi.org/10.7577/njcie.3313

Umayah, F., & Sutama. (2024). Analysis of the difficulty of doing ethnomathematics-charged math problems in elementary schools. In VI INTERNATIONAL SCIENTIFIC CONVENTION OF UNIVERSIDAD TéCNICA DE MANABí: Advances in Basic Sciences, Informatics and Applied Engineering. AIP Publishing. https://doi.org/10.1063/5.0182851

Viberg, O., Grönlund, Å., & Andersson, A. (2020). Integrating digital technology in mathematics education: a Swedish case study. Interactive Learning Environments, 31(1), 232–243. https://doi.org/10.1080/10494820.2020.1770801

Viberg, O., Grönlund, Å., & Andersson, A. (2023). Integrating digital technology in mathematics education: A Swedish case study. Interactive Learning Environments, 31(1), 232–243. https://doi.org/10.1080/10494820.2020.1770801

Wallace, J., Scanlon, D., & Calderón, A. (2022). Digital technology and teacher digital competency in physical education: a holistic view of teacher and student perspectives. Curriculum Studies in Health and Physical Education, 14(3), 271–287. https://doi.org/10.1080/25742981.2022.2106881

Watson, S. L., Watson, W. R., Yu, J. H., Alamri, H., & Mueller, C. (2017). Learner profiles of attitudinal learning in a MOOC: An explanatory sequential mixed methods study. Computers & Education, 114, 274–285. https://doi.org/10.1016/j.compedu.2017.07.005

Weigand, H.-G., Trgalova, J., & Tabach, M. (2024). Mathematics teaching, learning, and assessment in the digital age. ZDM – Mathematics Education, 56, 525-541. https://doi.org/10.1007/s11858-024-01612-9

Wen, X., & Yin, Z. (2024). Effective Strategies for Blended Teaching of Elementary School Mathematics Based on the Smart Education Platform. Contemporary Education and Teaching Research, 5(2), 49–54. https://doi.org/10.61360/bonicetr242015760201

Yildiz, E., & Arpaci, I. (2024). Understanding pre-service mathematics teachers’ intentions to use GeoGebra: The role of technological pedagogical content knowledge. Education and Information Technologies, 1–22. https://doi.org/10.1007/s10639-024-12614-1

Yohannes, A., & Chen, H.-L. (2023). GeoGebra in mathematics education: a systematic review of journal articles published from 2010 to 2020. Interactive Learning Environments, 31(9), 5682–5697. https://doi.org/10.1080/10494820.2021.2016861

Zulnaidi, H., Mafarja, N., & Oktavika, E. (2024). The readiness of IR4.0: Morality and technology integration among mathematics teachers. STEM Education, 4(1), 1–19. https://doi.org/10.3934/steme.2024001

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2024-09-24

How to Cite

Fitrah, M., Caly Setiawan, Widihastuti, Marinding, Y., & Herianto. (2024). Evaluation of Digital Technology Management in Mathematics Learning: A Sequential Explanatory Design in Eastern Indonesia. Nordic Journal of Comparative and International Education (NJCIE), 8(3). https://doi.org/10.7577/njcie.5926