Understanding student well being using Jamovi: A Jamovi Explorer

It is a self-contained, single-file interactive teaching application that simulates the jamovi statistical interface (aligned with jamovi 2.7.38) around WB, a simulated student well-being dataset of 425 records and 36 variables built on the WHO-5 well-being items at pre- and post-assessment. The application contains: (1) a Variables and Data view with the full data dictionary; (2) a standalone Plots module with its own ribbon of plot types (histogram, density, box plot, violin, bar chart, scatter with fit line, Q-Q), all honouring Split by grouping; (3) a guided Analysis Demo covering descriptives, correlation, linear regression, t tests, Mann-Whitney U, Wilcoxon signed-rank, ANOVA, Kruskal-Wallis, chi-square, reliability analysis, the GAMLj general linear model, medmod mediation and moderation, and the Rj editor, each driven by a research question; (4) a Report Demo presenting the same analyses in manuscript style with APA-format tables; (5) a 26-page Tutorial in 10 chapters, in which every page opens with learning objectives mapped to Bloom's taxonomy for a mixed audience of first-time allied-health learners and Year 1 and Year 2 postgraduate statistics students; and (6) Choose it Right, an 11-page method-selection guide organised by question type. The application runs in any modern browser with no installation, server, or internet connection. The dataset is simulated and intended for teaching only.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-09-11
DOI
https://doi.org/10.5281/zenodo.22706260
Primary Topic
Statistics Education and Methodologies
Type
article
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article

Understanding student well being using Jamovi: A Jamovi Explorer

V Lakshmi
Zenodo (CERN European Organization for Nuclear Research)
Statistics Education and Methodologies
article

Understanding student well being using Jamovi: A Jamovi Explorer

V Lakshmi
article en

Abstract

It is a self-contained, single-file interactive teaching application that simulates the jamovi statistical interface (aligned with jamovi 2.7.38) around WB, a simulated student well-being dataset of 425 records and 36 variables built on the WHO-5 well-being items at pre- and post-assessment. The application contains: (1) a Variables and Data view with the full data dictionary; (2) a standalone Plots module with its own ribbon of plot types (histogram, density, box plot, violin, bar chart, scatter with fit line, Q-Q), all honouring Split by grouping; (3) a guided Analysis Demo covering descriptives, correlation, linear regression, t tests, Mann-Whitney U, Wilcoxon signed-rank, ANOVA, Kruskal-Wallis, chi-square, reliability analysis, the GAMLj general linear model, medmod mediation and moderation, and the Rj editor, each driven by a research question; (4) a Report Demo presenting the same analyses in manuscript style with APA-format tables; (5) a 26-page Tutorial in 10 chapters, in which every page opens with learning objectives mapped to Bloom's taxonomy for a mixed audience of first-time allied-health learners and Year 1 and Year 2 postgraduate statistics students; and (6) Choose it Right, an 11-page method-selection guide organised by question type. The application runs in any modern browser with no installation, server, or internet connection. The dataset is simulated and intended for teaching only.

Zenodo (CERN European Organization for Nuclear Research)
Manipal Academy of Higher Education (IN)
Quality Education
Openalex Percentile: Top 7%
Statistics Education and Methodologies
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Understanding student well being using Jamovi: A Jamovi Explorer — V Lakshmi · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS