Open access Journal SINTA 1
Mathematical thinking processes based on decision-making types in Grade VIII numeracy: Foundations for differentiated instruction in Geometry
Journal on Mathematics Education · Vol. 17 No. 1 (2025) · pp. 1–26
- ISSN
- 2407-0610, 2087-8885
- Published
- 2025-12-31
- Publisher
- Indonesian Mathematical Society
Abstract
Mathematical thinking ability in solving numeracy problems is a crucial 21st-century competency that students must possess to support critical, analytical, and problem-solving skills. However, in practice, students demonstrate diverse ways of making decisions when confronted with numeracy problems, leading to variations in mathematical thinking processes and often resulting in disparities in learning outcomes. This study aims to analyze students’ mathematical thinking processes based on decision-making types: namely intuitive, empirical, heuristic, and rational and to design differentiated instruction aligned with the characteristics of each type. A qualitative approach was employed, with data collected through numeracy tests and observations. The findings reveal that intuitive students tend to rely on visualization and prior experiences without formal proof; empirical students emphasize concrete measurement and validation through discussion; heuristic students demonstrate flexibility in exploring solution strategies and evaluating alternatives, while rational students think systematically in a deductive and argumentative manner. Based on these findings, differentiated instruction was designed in terms of content, process, and product, allowing teachers to adapt materials, strategies, and forms of assessment to students’ decision-making types. The study concludes that differentiated instruction that takes decision-making types into account has the potential to optimize students’ mathematical thinking processes and enhance numeracy competence in the domain of geometry.
Collaboration network of the authors
24 authors · 57 co-authorship links · 22 across different organisations
Hover or tap a name to highlight its co-authors. Double-click to open the author's page.
- Universitas Swadaya Gunung Jati
- Universitas Buana Perjuangan Karawang
- State University of Semarang
- Institut Pendidikan Indonesia Garut
- University of Singaperbangsa Karawang
- Universitas Sebelas April
- Sun Moon University
- Other organisations
- Affiliation unknown
- Different organisations
- Same organisation
- Affiliation unknown
- Thicker line = more joint articles · bigger circle = more articles
Show as table
| Co-author | Organisation | Joint articles |
|---|---|---|
| Anggy Giri Prawiyogi | Universitas Buana Perjuangan Karawang | 2 |
| Rostina Sundayana | Institut Pendidikan Indonesia Garut | 1 |
| Anggita Maharani | Universitas Swadaya Gunung Jati | 1 |
| Tri Nopriana | Universitas Swadaya Gunung Jati | 1 |
| Isna Silvia | Universitas Swadaya Gunung Jati | 1 |
| Stevanus Budi Waluya | State University of Semarang | 1 |
| Hardi Suyitno | State University of Semarang | 1 |
| Iwan Junaedi | State University of Semarang | 1 |
| Yusi Ardiyanti | University of Singaperbangsa Karawang | 1 |
| Yusfita Yusuf | Universitas Sebelas April | 1 |
| Candra Zonyfar | Sun Moon University | 1 |
| Muhammad Akmal Alhamssyah | Universitas Buana Perjuangan Karawang | 1 |
| Muhammad Naufal Alfarid | Universitas Buana Perjuangan Karawang | 1 |
| Laela Sagita | Universitas PGRI Yogyakarta | 1 |
| Setiyani Setiyani | Universitas Swadaya Gunung Jati | 1 |
| Idin Muhidin | Universitas Swadaya Gunung Jati | 1 |
| Yulistina Nur DS | Affiliation unknown | 1 |
| Retno Dwimarwati | Affiliation unknown | 1 |
| Suhendi Afryanto | Affiliation unknown | 1 |
Affiliations come from OpenAlex; journal OAI-PMH metadata carries none. Authors without an OpenAlex ID are matched by name, which can merge or split people.