Prisma Sains: Jurnal Pengkajian Ilmu dan Pembelajaran Matematika dan IPA IKIP Mataram
Vol. 14 No. 3: July 2026

Mapping Indonesian University Students’ Attitudes Toward Statistics Using the Indonesian SATS-36

Laila Hayati (University of Mataram)
Sri Subarinah (University of Mataram)
Arjudin (University of Mataram)
Sudi Prayitno (University of Mataram)
Amniatin Naqiyah (University of Mataram)



Article Info

Publish Date
20 Jun 2026

Abstract

As statistics becomes increasingly important in higher education, understanding students’ attitudes toward statistics is essential for improving statistics instruction and learning engagement. This cross-sectional descriptive-correlational study presents a descriptive attitudinal profiling of Indonesian university students’ attitudes toward statistics using the validated Indonesian version of the Survey of Attitudes Toward Statistics-36. Data were collected from 310 students across several Indonesian universities, representing mathematics education, statistics, and other academic programs. Guided by five attitude dimensions (Affect, Cognitive Competence, Value, Difficulty, and Interest/Effort), the findings reveal a distinctive attitudinal pattern. Students reported low affect toward statistics while showing relatively high interest and effort, suggesting a possible affective-motivational divergence. They also recognized the value of statistics while maintaining negative emotional responses, reflecting a cognitive-affective gap. Perceptions of difficulty were generally moderate across academic programs, while motivation and perceived value tended to decline across semester stages. Among the five dimensions, perceived value emerged as an important leverage point for strengthening students’ engagement with statistics, as indicated by its positive association with interest/effort (r = 0.425). These findings suggest that Indonesian students’ attitudinal patterns toward statistics may not be fully captured by conventional affective-behavioral assumptions. Statistics instruction should strengthen the perceived relevance of statistics while directly addressing students’ emotional resistance and learning difficulties.

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Journal Info

Abbrev

prismasains

Publisher

Subject

Biochemistry, Genetics & Molecular Biology Earth & Planetary Sciences Education Electrical & Electronics Engineering Energy Engineering Environmental Science Mathematics Physics Other

Description

J-PS (Prisma Sains: Jurnal Pengkajian Ilmu dan Pembelajaran Matematika dan IPA IKIP Mataram) was published by the Faculty of Science, Engineering, and Applied Science Universitas Pendidikan Mandalika. J-PS containing scientific articles in the form of research and ...