Evaluation of medical education mobile apps with MARS and MARuL in a TPACK informed model

The evaluation of medical education apps is paramount for ensuring their effective implementation, particularly in the post-COVID-19 landscape. The study aims to evaluate medical education mobile apps using two current and validated evaluation tools. It also explores how effectively these tools measure the mobile app's impact on the medical education outcomes. Following the screening of 409 records using the PRISMA method, 30 mobile apps in the field of medical education were evaluated employing the MARS (Mobile Application Rating Scale) and MARuL (Mobile App Rubric for Learning) assessment tools. A majority of mobile apps received acceptable scores: 20 mobile apps (67%) met the MARS threshold (> 0.3), and 22 mobile apps (73%) met the MARuL threshold (> 51). Findings indicate that while MARS and MARuL provide useful evaluations, both inadequately address pedagogical aspects within the TPACK model; MARS overlooks educational objectives, and MARuL omits key criteria such as cognitive development, practice targets, motivation, goal orientation, effective scaffolding, self-directed learning, curriculum oriented, critical thinking and authenticity.

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Publication Details

Journal
Scientific Reports
Published
2025-12-11
DOI
https://doi.org/10.1038/s41598-025-31973-4
Primary Topic
Mobile Health and mHealth Applications
Type
article
Field-Weighted Citation Impact
0.00
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article

Evaluation of medical education mobile apps with MARS and MARuL in a TPACK informed model

Mohammadsadegh Rezaei, Sahar Jafari, Sara Owrangi
Scientific Reports
Mobile Health and mHealth Applications
article

Evaluation of medical education mobile apps with MARS and MARuL in a TPACK informed model

Mohammadsadegh Rezaei, Sahar Jafari, Sara Owrangi
article en

Abstract

The evaluation of medical education apps is paramount for ensuring their effective implementation, particularly in the post-COVID-19 landscape. The study aims to evaluate medical education mobile apps using two current and validated evaluation tools. It also explores how effectively these tools measure the mobile app's impact on the medical education outcomes. Following the screening of 409 records using the PRISMA method, 30 mobile apps in the field of medical education were evaluated employing the MARS (Mobile Application Rating Scale) and MARuL (Mobile App Rubric for Learning) assessment tools. A majority of mobile apps received acceptable scores: 20 mobile apps (67%) met the MARS threshold (> 0.3), and 22 mobile apps (73%) met the MARuL threshold (> 51). Findings indicate that while MARS and MARuL provide useful evaluations, both inadequately address pedagogical aspects within the TPACK model; MARS overlooks educational objectives, and MARuL omits key criteria such as cognitive development, practice targets, motivation, goal orientation, effective scaffolding, self-directed learning, curriculum oriented, critical thinking and authenticity.

Scientific ReportsVol. 16(1)
Sharif University of Technology (IR), Shiraz University of Medical Sciences (IR), Shiraz University of Technology (IR)
Openalex Percentile: Top 43%
Mobile Health and mHealth Applications
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