Oct 2026· International Journal of Evaluation and Research in Education (IJERE)· Vol 15, pp. 4050· 0 citations· 42 references
Abstract
Higher-order thinking skills are essential in calculus learning. However, research examining how students with different cognitive styles construct mathematical critical thinking processes within the action, process, object and scheme (APOS) framework when solving integral application problems remains limited. Furthermore, the integration of cognitive styles with the APOS framework has not been widely explored. This study investigates differences in students’ mathematical critical thinking processes based on cognitive styles using the APOS framework. This study used a qualitative case study design involving 20 students, and four subjects were purposively selected for in-depth analysis, representing field-independent (FI) and field-dependent (FD). Data were collected through critical thinking tests, the group embedded figures test (GEFT), and semi-structured interviews, and analyzed using data reduction, data presentation, and data verification aligned with the APOS stages. The results showed two contrasting reasoning patterns. FI students reached the schema stage with a complete thinking trajectory (understanding the problem, formulating a strategy, performing calculations, and partial evaluation) supported by object-process actions. In contrast, FD students were limited to the action stage with problem-understanding thinking processes. These findings contribute by showing that the development of critical thinking is non-linear and influenced by cognitive style, and emphasize the importance of adaptive learning strategies in calculus.
This study aimed to map students’ integrative thinking stages in solving integral problems presented in multiple representations. A Single Subject Research (SSR) using an A–B design was conducted involving three senior high school students categorized as high, moderate, and low ability. The students were selected purpo...
Ina Noviani, Niswa Nagina Lutfiah, Sulistiawati Sulistiawati et al.· Pedagogy Review· 0 citations
This study aimed to describe students’ mathematical creative thinking processes in solving statistical problems based on field-independent and field-dependent cognitive styles. A qualitative descriptive research design was employed in the context of statistics learning among tenth-grade students at SMA Teuku Umar. Four...
Deby Ashri Khardita Deby, S. B. Waluya, M. Masrukan et al.· ISEJ : Indonesian Science Ed...· 0 citations
Findings revealed that students could only partially decompose problems, with weaknesses in abstraction and algorithmic thinking, while most summative exam questions were low-order and none assessed CT, confirming the need for an integrated HOTS–CT assessment instrument.
A. Rahmah, C. Sa'dijah, M. Hafiizh· Noumerico: Journal of Techno...· 0 citations
Creative thinking is an essential mathematics competency, supporting idea generation, strategy selection, and non-routine problem solving. At the elementary level, it must be developed systematically so students move beyond routine procedures toward flexible, logical, reflective thinking. This study describes sixth-gra...
I. Nur, Muhammad Ilyas, Taufiq Taufiq et al.· Kognitif Jurnal Riset HOTS P...· 0 citations
This qualitative case study explored how field dependence-independence shaped students’ access to Action-Process-Object-Schema (APOS)-based scaffolding and how stage-specific support contributed to the qualitative development of advanced mathematical thinking (AMT) on function limits. In this study, developing denotes...
Background : Functional thinking is essential for developing students’ algebraic reasoning, yet many students still experience difficulties in solving functional thinking tasks. Previous studies have examined newman error analysis and functional thinking separately; however, limited research has explored their relation...
Suci Yuniati, Muhammad Ikram· Acta Scientiae· 0 citations
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