Dataset for meta-analysis of techniques to promote motivation for health behaviour change
This dataset was created following data extraction of a systematic review of intervention studies reported within published articles and dissertations conducted through methods described in the paper "A meta-analysis of techniques to promote motivation for health behaviour change from a self-determination theory perspective". The aim of the systematic review and meta-analysis was to explore what behaviour change techniques are used in interventions targeting health behaviour change, and how they influence the theoretical mediators of behaviour change as set out by Self Determination Theory. The mediators analysed were; autonomy, competence and relatedness satisfaction, perceived autonomy support, and autonomous motivation. The dataset includes information on the design, aims, participants and context of each study, and primary data of mean and standard deviations of pre- and post-intervention target mediators where available. Effect sizes were computed from this information for meta-analysis. Where mean and standard deviations were not provided, effect sizes were estimated by converting available data (e.g., change scores, odds ratios, F statistics).
Cite this dataset as:
Gillison, F.,
2018.
Dataset for meta-analysis of techniques to promote motivation for health behaviour change.
Bath: University of Bath Research Data Archive.
Available from: https://doi.org/10.15125/BATH-00532.
Export
Data
Gillison_SDT … regression.sav
application/octet-stream (148kB)
Creative Commons: Attribution 4.0
SPSS dataset of extracted effect sizes from original publications
Code
Gillison_SDT … regression_Syntax.sps
text/plain (21kB)
Software: MIT License
SPSS script for performing the meta-regressions
Creators
Fiona Gillison
University of Bath
Contributors
University of Bath
Rights Holder
Coverage
Collection date(s):
From 2008 to 2018
Temporal coverage:
From 1970 to 2017
Documentation
Data collection method:
The data were gathered through a systematic review of the literature from 1970 to 2017. For details of the search strategy used, see the methods section of the associated paper.
Data processing and preparation activities:
Full details of the meta-analysis may be found in the sections 'Analysis' and 'Intervention quality' of the associated paper.
Technical details and requirements:
All analyses were computed on SPSS for Windows version 22. The .sps macros should be compatible with SPSS for Windows version 6.1 and higher. Meta-analyses and meta-regressions were conducting using macros published in: Lipsey, M. W., and Wilson, D. B., 2001. Practical meta-analysis. Thousand Oaks, CA: Sage. Macros available as spss_macros.zip from: Wilson, D. B., 2005. Meta-analysis macros for SAS, SPSS, and Stata. Version 2005.05.23. Available from: https://web.archive.org/web/20170821/http://mason.gmu.edu/~dwilsonb/ma.html
Additional information:
An Excel spreadsheet containing the SPSS code book to accompany the main data file is provided.
Methodology link:
Gillison, F., Rouse, P., Standage, M., Sebire, S., and Ryan, R. M., 2019. A meta-analysis of techniques to promote motivation for health behaviour change from a self-determination theory perspective. Health Psychology Review, 13(1), 110-130. Available from: https://researchportal.bath.ac.uk/en/publications/a-meta-analysis-of-techniques-to-promote-motivation-for-health-be.
Documentation Files
code book for … dataset.xlsx
application/vnd.openxmlformats-officedocument.spreadsheetml.sheet (16kB)
Creative Commons: Attribution 4.0
Code book for SPSS dataset
Funders
University of Bath
https://doi.org/10.13039/501100000835
Publication details
Publication date: 16 October 2018
by: University of Bath
Version: 1
DOI: https://doi.org/10.15125/BATH-00532
URL for this record: https://researchdata.bath.ac.uk/id/eprint/532
Related papers and books
Gillison, F. B., Rouse, P., Standage, M., Sebire, S. J., and Ryan, R. M., 2018. A meta-analysis of techniques to promote motivation for health behaviour change from a self-determination theory perspective. Health Psychology Review, 13(1), 110-130. Available from: https://doi.org/10.1080/17437199.2018.1534071.
Related datasets and code
Wilson, D. B., 2005. Meta-analysis macros for SAS, SPSS, and Stata. Version 2005.05.23. Available from: https://web.archive.org/web/20170821/http://mason.gmu.edu/~dwilsonb/ma.html.
Contact information
Please contact the Research Data Service in the first instance for all matters concerning this item.
Contact person: Fiona Gillison
Faculty of Humanities & Social Sciences
Health