Dataset for "The Effectiveness and Mechanisms of Action of App-based Interventions for Improving Mental Health and Workplace Well-Being: Randomized Controlled Trial"
These files contain the cleaned dataset for the associated paper (available open access), the associated R code and data dictionary.
This study set out to investigate the effectiveness of app-based interventions (executive function or CBT-based) in reducing depressive and anxious symptoms, and improving workplace wellbeing. The study also sought to determine whether changes in executive functioning mediated improvements.
Cite this dataset as:
Maclellan, A.,
Fairchild, G.,
Button, K.,
2026.
Dataset for "The Effectiveness and Mechanisms of Action of App-based Interventions for Improving Mental Health and Workplace Well-Being: Randomized Controlled Trial".
Bath: University of Bath Research Data Archive.
Available from: https://doi.org/10.15125/BATH-01661.
Export
Data
working_data.csv
text/csv (48kB)
Creative Commons: Attribution 4.0
The cleaned dataset for the associated study
Code
App_Interventions_MHW_RCT.Rmd
text/plain (70kB)
Software: MIT License
Analysis code in an R Markdown file for the associated study. Includes code used for data cleaning for transparency, though raw data is not supplied.
Creators
Alex Maclellan
University of Bath
Graeme Fairchild
University of Bath
Katherine Button
University of Bath
Contributors
University of Bath
Rights Holder
Documentation
Data collection method:
See the associated paper, available open access.
Technical details and requirements:
R Studio running R version 4.5 was used to analyse this data.
Documentation Files
AppStudy_DataDictionary.xlsx
application/vnd.openxmlformats-officedocument.spreadsheetml.sheet (13kB)
Creative Commons: Attribution 4.0
Funders
University of Bath
https://doi.org/10.13039/501100000835
Studentship
Publication details
Publication date: 27 April 2026
by: University of Bath
Version: 1
DOI: https://doi.org/10.15125/BATH-01661
URL for this record: https://researchdata.bath.ac.uk/1661
Related papers and books
MacLellan, A., Fairchild, G., and Button, K. S., 2026. The Effectiveness and Mechanisms of Action of App-Based Interventions for Improving Mental Health and Workplace Well-Being: Randomized Controlled Trial. JMIR Mental Health, 13, e91564-e91564. Available from: https://doi.org/10.2196/91564.
Related online resources
Contact information
Please contact the Research Data Service in the first instance for all matters concerning this item.
Contact person: Alex Maclellan
Faculty of Humanities & Social Sciences
Psychology
