Students’ probabilistic thinking level in solving probability problems reviewed from Honey Mumford’s learning style

A’yun, Khurrotul and Masamah, Ulfa ORCID: https://orcid.org/0000-0001-8412-7153 (2025) Students’ probabilistic thinking level in solving probability problems reviewed from Honey Mumford’s learning style. Jurnal Pengembangan Pembelajaran Matematika, 7 (2). pp. 134-147. ISSN 2656-0240 (Print) | 2655-8750 (Online)

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Abstract

Students' difficulties in solving probabilistic problems occur due to their lack of knowledge and
understanding of probability concepts. Probabilistic thinking skills are essential to enhance students'
ability to solve probabilistic problems in everyday life. This qualitative research aims to describe
student’s levels of probabilistic thinking in solving probability problems reviewed from Honey
Mumford's learning style. The research subjects consisted of eight ninth-grade students from a State
Tsanawiyah Madrasah of Batu City. The primary instrument in this study was the researcher, supported
by additional instruments such as probabilistic thinking test and a task-based interview guide. Data were
collected through written tests, task-based interviews, and documentation. Data analysis was carried
out using the constant comparative method which includes the stages of reduction, categorization,
synthesis, and substantive theory preparation. The results showed that students with activist and
pragmatist learning styles met all indicators at level 1 of subjective thinking, while reflector and theorist
students showed wider variations up to level 3 if informal quantitative thinking and some at level 4 of
numerical thinking. This finding implies that differences in learning styles contribute to student’s
probabilistic thinking abilities at each level.

Item Type:	Journal Article
Keywords:	probabilistic thinking, Honey Mumford’s learning style, probability
Subjects:	13 EDUCATION > 1302 Curriculum and Pedagogy > 130208 Mathematics and Numeracy Curriculum and Pedagogy
Divisions:	Faculty of Tarbiyah and Teaching Training > Department of Mathematics Education
Depositing User:	Ulfa Masamah
Date Deposited:	05 Dec 2025 09:51

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