JPMI (Jurnal Pembelajaran Matematika Inovatif)
Vol. 9 No. 3 (2026): JPMI

Media statistika berbantuan scratch terintegrasi PBL: Solusi pembelajaran inovatif untuk meningkatkan berpikir kritis matematis siswa SMP

Neng Dewi Andryani (IKIP Siliwangi)
Nelly Fitriani (IKIP Siliwangi)
Linda (IKIP Siliwangi)



Article Info

Publish Date
31 May 2026

Abstract

This study evaluated the feasibility of Scratch-assisted learning media integrated with a problem-based learning model to enhance junior high school students' critical mathematical thinking skills in statistics. Utilizing the ADDIE development framework, data collection was conducted in West Bandung Regency. The evaluation progressed through three distinct phases: a one-to-one trial with three students, a small-group trial with six students, and a field trial. The subsequent effectiveness test compared experimental and control classes, comprising 29 students each, utilizing a test instrumen of critical thinking skills. Data analysis was performed using descriptive and inferential statistics via Microsoft Excel and IBM SPSS 27. Expert validation demonstrated exceptional quality, with media experts rating the tool at 97.22% and material experts at 96.11%, both indicating high validity. Additionally, the media achieved a practicality rating of 82.00%. Regarding effectiveness, the experimental class showed a moderate improvement with an average N-gain of 64.41%, significantly outperforming the control class at 46.75%. The Mann-Whitney U test confirmed this significance Asymp. Sig. value < 0.001 < α = 0.05. Consequently, this integrated media is proven valid, practical, and effective.

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Journal Info

Abbrev

jpmi

Publisher

Subject

Mathematics

Description

JPMI – Jurnal Pembelajaran Matematika Inovatif publishes original research or theoretical papers about teaching and learning in mathematics education on current science issues, namely: 1. Mathematics educator in elementary, secondary and high school level 2. Mathematics observers and researchers ...