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Exploratory mixed methods analysis of self-authored content from participants in a digital alcohol intervention trial

BACKGROUND: Digital interventions readily permit data capture of participant engagement with them. If future interventions are intended to be more interactive, tailored, or a useful resource offered to users, it may be valuable to examine such data. One module available in a digital alcohol interven...

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Autores principales: Collier, Elizabeth S., Blomqvist, Jenny, Crawford, Joel, McCambridge, Jim, Bendtsen, Marcus
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10613385/
https://www.ncbi.nlm.nih.gov/pubmed/37898782
http://dx.doi.org/10.1186/s13011-023-00569-4
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author Collier, Elizabeth S.
Blomqvist, Jenny
Crawford, Joel
McCambridge, Jim
Bendtsen, Marcus
author_facet Collier, Elizabeth S.
Blomqvist, Jenny
Crawford, Joel
McCambridge, Jim
Bendtsen, Marcus
author_sort Collier, Elizabeth S.
collection PubMed
description BACKGROUND: Digital interventions readily permit data capture of participant engagement with them. If future interventions are intended to be more interactive, tailored, or a useful resource offered to users, it may be valuable to examine such data. One module available in a digital alcohol intervention recently tested in a randomised control trial offered participants the opportunity to self-author prompts that were sent to them by a text message at a time of their choosing. This study thus aimed to evaluate these self-authored prompts to increase knowledge on how individuals negotiate behaviour change and assess whether intervention content can be improved in the future. METHODS: The self-authored prompts were evaluated qualitatively using a combination of content and thematic analysis. The identified themes and subcategories are exemplified using anonymized quotes, and the frequency that each identified theme was coded for among the prompts was calculated. Associations between baseline characteristics and the odds of authoring a prompt at all, as well as a prompt within each theme, were investigated using logistic regression. RESULTS: Five themes were identified (Encouragement Style, Level of Awareness, Reminders of reasons to reduce/quit, Strategies to reduce/quit, and Timescale), all with several subcategories. The prompts module was more likely to be used by women and older individuals, as well as those for whom reducing alcohol consumption was perceived as important, or who felt they had the know-how to do so. Participants who had immediate access to the support tool (intervention group) were more than twice as likely to author a prompt (OR = 2.36; probability of association > 99%) compared to those with 4-month delayed access (control group). CONCLUSIONS: Individuals who engaged with the prompts module showed evidence of using the information provided in the support tool in an active way, with several showing goal setting and making plans to change their drinking behaviour. Individuals also used this opportunity to remind themselves of personal and specific reasons they wanted to change their drinking, as well as to encourage themselves to do so. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13011-023-00569-4.
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spelling pubmed-106133852023-10-30 Exploratory mixed methods analysis of self-authored content from participants in a digital alcohol intervention trial Collier, Elizabeth S. Blomqvist, Jenny Crawford, Joel McCambridge, Jim Bendtsen, Marcus Subst Abuse Treat Prev Policy Research BACKGROUND: Digital interventions readily permit data capture of participant engagement with them. If future interventions are intended to be more interactive, tailored, or a useful resource offered to users, it may be valuable to examine such data. One module available in a digital alcohol intervention recently tested in a randomised control trial offered participants the opportunity to self-author prompts that were sent to them by a text message at a time of their choosing. This study thus aimed to evaluate these self-authored prompts to increase knowledge on how individuals negotiate behaviour change and assess whether intervention content can be improved in the future. METHODS: The self-authored prompts were evaluated qualitatively using a combination of content and thematic analysis. The identified themes and subcategories are exemplified using anonymized quotes, and the frequency that each identified theme was coded for among the prompts was calculated. Associations between baseline characteristics and the odds of authoring a prompt at all, as well as a prompt within each theme, were investigated using logistic regression. RESULTS: Five themes were identified (Encouragement Style, Level of Awareness, Reminders of reasons to reduce/quit, Strategies to reduce/quit, and Timescale), all with several subcategories. The prompts module was more likely to be used by women and older individuals, as well as those for whom reducing alcohol consumption was perceived as important, or who felt they had the know-how to do so. Participants who had immediate access to the support tool (intervention group) were more than twice as likely to author a prompt (OR = 2.36; probability of association > 99%) compared to those with 4-month delayed access (control group). CONCLUSIONS: Individuals who engaged with the prompts module showed evidence of using the information provided in the support tool in an active way, with several showing goal setting and making plans to change their drinking behaviour. Individuals also used this opportunity to remind themselves of personal and specific reasons they wanted to change their drinking, as well as to encourage themselves to do so. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13011-023-00569-4. BioMed Central 2023-10-28 /pmc/articles/PMC10613385/ /pubmed/37898782 http://dx.doi.org/10.1186/s13011-023-00569-4 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Collier, Elizabeth S.
Blomqvist, Jenny
Crawford, Joel
McCambridge, Jim
Bendtsen, Marcus
Exploratory mixed methods analysis of self-authored content from participants in a digital alcohol intervention trial
title Exploratory mixed methods analysis of self-authored content from participants in a digital alcohol intervention trial
title_full Exploratory mixed methods analysis of self-authored content from participants in a digital alcohol intervention trial
title_fullStr Exploratory mixed methods analysis of self-authored content from participants in a digital alcohol intervention trial
title_full_unstemmed Exploratory mixed methods analysis of self-authored content from participants in a digital alcohol intervention trial
title_short Exploratory mixed methods analysis of self-authored content from participants in a digital alcohol intervention trial
title_sort exploratory mixed methods analysis of self-authored content from participants in a digital alcohol intervention trial
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10613385/
https://www.ncbi.nlm.nih.gov/pubmed/37898782
http://dx.doi.org/10.1186/s13011-023-00569-4
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