Inteligensi : Jurnal Ilmu Pendidikan
Vol 9, No 1 (2026)

ANALYSIS OF MATHEMATICS ANXIETY: A CASE STUDY ON STATISTICS COURSES ACROSS DISCIPLINES

Nathasa Pramudita Irianti (Politeknik Agraria STPN, Daerah Istimewa Yogyakarta, Indonesia)
Kardiana Metha Rozhana (Program Studi Pendidikan Sekolah Dasar, Universitas Tribhuwana Tunggadewi, malang, Indonesia)
Nila Kartika Sari (Prohram Studi Pendidikan Matematika, Universitas Tribhuwana Tunggadewi, malang, Indonesia)



Article Info

Publish Date
01 Jul 2026

Abstract

This study examines mathematics anxiety among students in the Land Study Program at Politeknik Agraria STPN when taking the Statistics course. Using a qualitative descriptive case study design, data were collected from 40 second-semester students through a questionnaire adapted from the Mathematics Anxiety Rating Scale (MARS) and in-depth interviews with 12 students identified as having high anxiety levels. Results show that 87,5% of students experienced moderate to high mathematics anxiety, driven mainly by a weak mathematical background, limited independent study time, and the added complexity of connecting statistical concepts to land measurement data such as coordinates and spatial interpolation. Anxiety was most frequently triggered by oral questioning from lecturers and evaluative situations such as exams. Students proposed strengthening self-efficacy and adopting contextual, field-based learning as the most promising solutions. These findings confirm that mathematics anxiety among non-mathematics students is shaped not only by general affective and cognitive factors but also by discipline-specific demands. The study recommends that statistics instruction in the Land Study Program be designed around authentic land administration cases to build both competence and confidence, while lecturers adopt evaluation methods that reduce anxiety-provoking pressure during class interactions.

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Journal Info

Abbrev

inteligensi

Publisher

Subject

Education Languange, Linguistic, Communication & Media Mathematics Other

Description

Inteligensi: Journal of Education is a scientific publication in the form of educational articles and educational science, published by UNITRI PRESS, as a medium of communication and information in the field of education with scope consists of Science Education, Innovation in Education, and Problems ...