Leveraging Computer Assisted to Enhance the Effectiveness of Direct Instruction in Supporting Students' Mathematical Reasoning

Authors

  • Ginda Maruli Andi Siregar Universitas Pendidikan Indonesia
  • Wahyudin Universitas Pendidikan Indonesia
  • Tatang Herman Universitas Pendidikan Indonesia
  • Sufyani Prabawanto Universitas Pendidikan Indonesia

DOI:

https://doi.org/10.31980/mosharafa.v13i1.1686

Keywords:

Media instruksi digital, Pembelajaran matematika, Penalaran matematis, Digital instruction media, Mathematics learning, Mathematics reasoning

Abstract

Salah satu tantangan yang dihadapi mahasiswa adalah terbatasnya akses ke fasilitas laboratorium komputer, yang menghambat pembelajaran matematika, khususnya dalam metode numerik. Kelemahan ini sebagai penghambat kemampuan berpikir matematis yang krusial untuk keberhasilan memahami algoritma dan membangun program solusi numerik, sehingga pengembangan keterampilan ini perlu diprioritaskan. Pembelajaran direct instruction dianggap kurang efektif, sehingga perlu ditingkatkan dengan penggunaan media interaktif digital, berupa pembelajaran berbantuan komputer, dikenal dengan direct instruction-computer assisted (DI-CA). Penelitian menerapkan langkah research and development (RnD), bertujuan untuk menciptakan dan memvalidasi media instruksional digital guna meningkatkan penalaran matematis mahasiswa. Subjek penelitian pada mahasiswa calon guru matematika, data diperoleh dari validasi ahli, pengalaman pengguna, dan tes kemampuan penalaran matematis melalui pretes dan postes. Web ajar sebagai media dalam pembelajaran DI-CA divalidasi dari aspek yang berfokus pada kejelasan instruksi, kesesuaian materi, dan pengalaman pengguna, yang semuanya dinyatakan valid. Uji coba dengan 33 mahasiswa diperoleh rata-rata hasil tes kemampuan penalaran 61.21, dengan interval antara 56.59 - 65.84, mengindikasikan peningkatan keterampilan penalaran. Penelitian ini menekankan pentingnya integrasi teknologi komputer dalam pembelajaran, yang dapat meningkatkan pengalaman belajar dan kinerja akademis mahasiswa dalam matematika.

One of the challenges faced by students is the limited access to computer laboratory facilities, which hampers mathematics learning, particularly in numerical methods. This limitation impedes the development of critical mathematical thinking skills essential for understanding algorithms and constructing numerical solution programs, highlighting the need to prioritize the development of these skills. Direct instruction is less effective, necessitating an enhancement through the use of interactive digital media, specifically computer-assisted instruction, known as Direct Instruction-Computer Assisted (DI-CA). This research employs a research and development (RnD) approach to create and validate digital instructional media to improve students' mathematical reasoning. The research subjects are mathematics education students, and data are obtained from expert validation, user experience, and mathematical reasoning ability tests through pre-tests and post-tests. The web-based instructional media used in DI-CA was validated based on clarity of instructions, content appropriateness, and user experience, all of which were confirmed to be valid. The trial involving 33 students yielded an average mathematical reasoning test score of 61.21, ranging between 56.59 and 65.84, indicating an improvement in reasoning skills. This study underscores the importance of integrating computer technology into instruction, which can enhance learning experiences and academic performance in mathematics.

References

Amadi, A., Anireh, U. N., & Aruchi, N. (2019). Assessment of instructional media use in enhancing teaching and learning of accounting by business education students in the Niger Delta, Nigeria. Journal of Business Education Research.

Arnandi, F., Yusmin, E., Ahmad, D., Rif’at, M., & Siregar, N. (2023). Identifikasi Kemampuan Penalaran Matematis Peserta Didik dalam Menyelesaikan Soal TIMSS Konten Geometri. Plusminus: Jurnal Pendidikan Matematika, 3(3), 371-384.

Bereczki, E. O., & Kárpáti, A. (2021). Technology-enhanced creativity: A multiple case study of digital technology-integration expert teachers’ beliefs and practices. Thinking Skills and Creativity, 39, 100791.

Burnett, J. R., & Lisk, T. C. (2021). The future of employee engagement: Real-time monitoring and digital tools for engaging a workforce. In International Perspectives on Employee Engagement (pp. 117-128). Routledge.

Cahyani, N. D., & Sritresna, T. (2023). Kemampuan penalaran matematis siswa dalam menyelesaikan soal cerita. Jurnal Inovasi Pembelajaran Matematika: PowerMathEdu, 2(1), 103-112.

Creswell, J. W. (2014). Research design: Qualitative, quantitative, and mixed methods approach (4th ed.). Thousand Oaks, CA: Sage Publications. https://doi.org/10.4135/9781452911116

Firdaus, I. K., Md. Nor Bin Bakar, M., & Bakry. (2015). Developing critical thinking skills of students in mathematics learning. Journal of Education and Learning (EduLearn), 9(3), 226–236. https://doi.org/10.11591/edulearn.v9i3.1830

Forde, C., & OBrien, A. (2022). A literature review of barriers and opportunities presented by digitally enhanced practical skill teaching and learning in health science education. Medical education online, 27(1), 2068210.

Gan, B., Menkhoff, T., & Smith, R. (2015). Enhancing students’ learning process through interactive digital media: New opportunities for collaborative learning. Computers in Human Behavior, 51(Part B), 652–663. https://doi.org/10.1016/j.chb.2014.12.048

Haeruman, L. (2024). The impact of mathematical reasoning and critical thinking skills on mathematical literacy skills. Kne Social Sciences. https://doi.org/10.18502/kss.v9i13.15957

Hillmayr, D., Ziernwald, L., Reinhold, F., Hofer, S. I., & Reiss, K. M. (2021). The potential of digital tools to enhance mathematics and science learning in secondary schools: A context-specific meta-analysis. Computers & Education, 148, 103897. https://doi.org/10.1016/j.compedu.2020.103897

Hudiria, I., & Haji, S. (2022). Mathematical disposition dan self-concept terhadap kemampuan penalaran matematis mahasiswa pada masa pandemi Covid-19. Mosharafa: Jurnal Pendidikan Matematika, 11(3), 435-446.

Husniah, A., & Azka, R. (2022). Modul matematika dengan model pembelajaran problem based learning untuk memfasilitasi kemampuan penalaran matematis siswa. Mosharafa: Jurnal Pendidikan Matematika, 11(2), 327-338.

Iswanto, A., & Faradillah, A. (2023). Analysis of Mathematical Reasoning Ability in Trigonometry Materials Viewed from Students' Mathematical Resilience. Mosharafa: Jurnal Pendidikan Matematika, 12(3), 477-492.

Kamaliya, D. H., Tukiran, & Indana, S. (2022). Profile of electronic and digital media learning implementation during 2018-2022. International Journal of Recent Educational Research, 3(3), 354–363. https://doi.org/10.46245/ijorer.v3i3.213

Kalyani, L. K. (2024). The role of technology in education: Enhancing learning outcomes and 21st century skills. International Journal of Scientific Research in Modern Science and Technology, 3(4), 05–10. https://doi.org/10.59828/ijsrmst.v3i4.199

Khong, E. M., Seow, A. N., & Lam, S. Y. (2023). The role of social interaction in enhancing students’ online learning experience. International Journal of Accounting, Finance and Business (IJAFB), 8(52), 73–84. https://doi.org/10.55573/IJAFB.085207

Laurent, A., Weidema, B. P., Bare, J., Liao, X., Maia de Souza, D., Pizzol, M., ... & Verones, F. (2020). Methodological review and detailed guidance for the life cycle interpretation phase. Journal of industrial ecology, 24(5), 986-1003.

LeJeune, L. M., & Lemons, C. J. (2021). The effect of computer-assisted instruction on challenging behavior and academic engagement. Journal of Positive Behavior Interventions, 23(2), 118–129. https://doi.org/10.1177/1098300720929680

Marion, T. J., & Fixson, S. K. (2021). The transformation of the innovation process: How digital tools are changing work, collaboration, and organizations in new product development. Journal of Product Innovation Management, 38(1), 192-215.

Montague, M. (2010). Effective instruction in mathematics for students with learning difficulties. In Multiple perspectives on difficulties in learning literacy and numeracy (pp. 295–313). Springer. https://doi.org/10.1007/978-1-4020-8864-3_14

Ní Shé, C., Ní Fhloinn, E., & Mac an Bhaird, C. (2023). Student engagement with technology-enhanced resources in mathematics in higher education: A review. Mathematics, 11(3), 787. https://doi.org/10.3390/math11030787

Nurjanah, N., Dahlan, J. A., & Wibisono, Y. (2021). The effect of hands-on and computer-based learning activities on conceptual understanding and mathematical reasoning. International Journal of Instruction, 14(1), 143–160. https://doi.org/10.29333/iji.2021.1419a

Onoshakpokaiye, O. E. (2023). An overview of reasoning ability in mathematics and mathematics achievement of students in tertiary institution. International Journal of Indonesian Education and Teaching, 7(2), 309–318. https://doi.org/10.24071/ijiet.v7i2.5988

Pinheiro, A., Barbosa, A., Carvalho, R., & Freitas, F. (2021). Automatic feedback in online learning environments: A systematic literature review. Computers and Education: Artificial Intelligence, 2, 100027. https://doi.org/10.1016/j.caeai.2021.100027

Putra, R. A., Juandi, D., & Jufri, L. H. (2023). Adversity Quotient in Mathematics Learning. Plusminus: Jurnal Pendidikan Matematika, 3(3), 385-398.

Rathour, L., Obradovic, D., Tiwari, S. K., Mishra, L. N., & Mishra, V. N. (2022). Visualization method in mathematics classes. Computational Algorithms and Numerical Dimensions, 1(4), 141–146. https://doi.org/10.22105/cand.2022.159701

Sofiani, J., Nurjamil, D., & Nurhayati, E. (2023). Kemampuan penalaran analogi ditinjau dari self-concept. Jurnal Inovasi Pembelajaran Matematika: PowerMathEdu, 2(1), 17-30.

Suherman, S., & Vidákovich, T. (2022). Assessment of mathematical creative thinking: A systematic review. Thinking Skills and Creativity, 44, 101019.

Sulasteri, S., Nur, F., & Suharti. (2021). The effect of computer laboratory facilities and learning interest on students' learning outcomes. Kreano: Jurnal Matematika Kreatif-Inovatif, 12(1), 97–106. http://journal.unnes.ac.id/nju/index.php/kreano

Van den Heuvel-Panhuizen, M., & Drijvers, P. (2020). Realistic mathematics education. Encyclopedia of mathematics education, 713-717.

Xie, C., Cheung, A. C. K., Lau, W. W. F., & Slavin, R. E. (2020). The Effects of Computer-Assisted Instruction on Mathematics Achievement in Mainland China: A Meta-Analysis. International Journal of Educational Research, 102, 101565. https://doi:10.1016/j.ijer.2020.101565

Young, J. R. (2017). Technology integration in mathematics education: Examining the quality of meta-analytic research. International Journal on Emerging Mathematics Education, 1(1), 71–86. https://doi.org/10.12928/ijeme.v1i1.5713

Yunisca, L. D., & Nasution, E. Y. P. (2023). Kemampuan Berpikir Logis Matematis Siswa Sekolah Menengah Pertama. Plusminus: Jurnal Pendidikan Matematika, 3(2), 235-240.

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Published

2024-01-30

How to Cite

Siregar, G. M. A., Wahyudin, Tatang Herman, & Sufyani Prabawanto. (2024). Leveraging Computer Assisted to Enhance the Effectiveness of Direct Instruction in Supporting Students’ Mathematical Reasoning. Mosharafa: Jurnal Pendidikan Matematika, 13(1), 1–16. https://doi.org/10.31980/mosharafa.v13i1.1686

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