Development of an agroindustry-based contextual interactive e-worksheet to improve students' understanding of statistics learning

Authors

  • Ngizatul Afifah Department of Mathematics Education, Faculty of Teacher Training and Education, University of Jember, East Java 68121, Indonesia https://orcid.org/0000-0001-7893-053X
  • Susanto Susanto Department of Mathematics Education, Faculty of Teacher Training and Education, University of Jember, East Java 68121, Indonesia
  • Susi Setiawani Department of Mathematics Education, Faculty of Teacher Training and Education, University of Jember, East Java 68121, Indonesia https://orcid.org/0009-0003-4071-266X
  • Dhanar Dwi Hary Jatmiko Department of Mathematics Education, Faculty of Teacher Training and Education, University of Jember, East Java 68121, Indonesia
  • Rafiantika Megahnia Prihandini Department of Mathematics Education, Faculty of Teacher Training and Education, University of Jember, East Java 68121, Indonesia
  • Arin Berliana Angrenani Department of Mathematics Education, Faculty of Teacher Training and Education, University of Jember, East Java 68121, Indonesia

DOI:

https://doi.org/10.35316/alifmatika.2026.v8i1.1-27

Keywords:

Agroindustry, e-Worksheet, Statistics Learning, wizer.me

Abstract

The digital transformation of Statistics learning is crucial in the technology era, as the subject's abstract nature often limits students' comprehension without contextual support. Leveraging Jember Regency's agroindustrial potential provides a meaningful context to make statistical concepts more concrete. This study aimed to develop an interactive agroindustry-based electronic worksheet (e-worksheet) integrated into the Wizer.me platform to enhance Statistics learning on measures of central tendency and measures of dispersion. Using Borg and Gall's Research and Development (R&D) model, the study involved students at SMP Negeri 4 Jember. Three experts validated both the research instruments and the developed e-worksheet. The research instruments included diagnostic and summative assessments, teacher response questionnaires, and student response questionnaires. The e-worksheet achieved validity scores of Vₐ = 3.84 (very valid) and practicality scores of Vᵤₛ = 83.42% and Vₐᵤ = 96.67% (high practicality). A paired t-test revealed a significant improvement of 25.39 points in student outcomes at the 95% confidence level, while the N-Gain score of 0.57 indicated moderate effectiveness. These results confirm that the interactive e-worksheet developed meets the criteria for validity, practicality, and effectiveness in supporting Statistics learning, while also fostering contextual learning, enhancing students' understanding, and serving as an enjoyable and engaging learning medium through an innovative digital platform.

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Published

2026-06-15

How to Cite

Afifah, N., Susanto, S., Setiawani, S., Jatmiko, D. D. H., Prihandini, R. M., & Angrenani, A. B. (2026). Development of an agroindustry-based contextual interactive e-worksheet to improve students’ understanding of statistics learning. Alifmatika: Jurnal Pendidikan Dan Pembelajaran Matematika, 8(1), 1–27. https://doi.org/10.35316/alifmatika.2026.v8i1.1-27

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