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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

DOI
10.22342/jme.v17i1.pp1-26
ISSN
2407-0610, 2087-8885
Published
2025-12-31
Publisher
Indonesian Mathematical Society
License
creativecommons.org/licenses/by/4.0

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

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  • 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-authorOrganisationJoint articles
Anggy Giri PrawiyogiUniversitas Buana Perjuangan Karawang2
Rostina SundayanaInstitut Pendidikan Indonesia Garut1
Anggita MaharaniUniversitas Swadaya Gunung Jati1
Tri NoprianaUniversitas Swadaya Gunung Jati1
Isna SilviaUniversitas Swadaya Gunung Jati1
Stevanus Budi WaluyaState University of Semarang1
Hardi SuyitnoState University of Semarang1
Iwan JunaediState University of Semarang1
Yusi ArdiyantiUniversity of Singaperbangsa Karawang1
Yusfita YusufUniversitas Sebelas April1
Candra ZonyfarSun Moon University1
Muhammad Akmal AlhamssyahUniversitas Buana Perjuangan Karawang1
Muhammad Naufal AlfaridUniversitas Buana Perjuangan Karawang1
Laela SagitaUniversitas PGRI Yogyakarta1
Setiyani SetiyaniUniversitas Swadaya Gunung Jati1
Idin MuhidinUniversitas Swadaya Gunung Jati1
Yulistina Nur DSAffiliation unknown1
Retno DwimarwatiAffiliation unknown1
Suhendi AfryantoAffiliation unknown1

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.

This record comes from Crossref (what the publisher deposited), because the journal's own OAI-PMH endpoint could not be harvested.

Metadata source: Crossref API (cadangan, berdasarkan ISSN) https://api.crossref.org/journals/2407-0610/works, first harvested 28 Oct 2026, last seen 8 Nov 2026.
Metadata as oai_dc, converted from Crossref
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