Journal of Honai Math
Vol. 8 No. 2 (2025): Journal of Honai Math

Optimizing Statistics Education: Analyzing Students' Perceptions Of SPSS Usage

Cipta, Eliva Sukma (Unknown)



Article Info

Publish Date
16 Oct 2025

Abstract

This study explores the impact of using SPSS (Statistical Package for the Social Sciences) in statistics learning through an analysis of students' perceptions. Given the importance of statistics in various disciplines, understanding how SPSS affects students' learning outcomes and experiences is essential. Using a mixed-methods approach, quantitative surveys and qualitative interviews were conducted with students taking statistics courses that use SPSS. The findings of this study indicate that the application of SPSS makes a significant contribution to statistics learning, both in terms of usefulness and ease of use. These findings suggest that integrating SPSS into the statistics learning curriculum is an effective step to improve the quality of education in higher education environments.

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Journal Info

Abbrev

jhm

Publisher

Subject

Education Mathematics Social Sciences

Description

The journal provides an international forum for the sharing, dissemination and discussion of research, experience and perspectives across a wide range of education, teaching, development, instruction, educational projects and innovations, learning methodologies and new technologies in mathematics ...