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The Effectiveness of Prompts to Promote Engagement With Digital Interventions: A Systematic Review

BACKGROUND: Digital interventions have been effective in improving numerous health outcomes and health behaviors; furthermore, they are increasingly being used in different health care areas, including self-management of long-term conditions, mental health, and health promotion. The full potential o...

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Autores principales: Alkhaldi, Ghadah, Hamilton, Fiona L, Lau, Rosa, Webster, Rosie, Michie, Susan, Murray, Elizabeth
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications Inc. 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4723726/
https://www.ncbi.nlm.nih.gov/pubmed/26747176
http://dx.doi.org/10.2196/jmir.4790
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author Alkhaldi, Ghadah
Hamilton, Fiona L
Lau, Rosa
Webster, Rosie
Michie, Susan
Murray, Elizabeth
author_facet Alkhaldi, Ghadah
Hamilton, Fiona L
Lau, Rosa
Webster, Rosie
Michie, Susan
Murray, Elizabeth
author_sort Alkhaldi, Ghadah
collection PubMed
description BACKGROUND: Digital interventions have been effective in improving numerous health outcomes and health behaviors; furthermore, they are increasingly being used in different health care areas, including self-management of long-term conditions, mental health, and health promotion. The full potential of digital interventions is hindered by a lack of user engagement. There is an urgent need to develop effective strategies that can promote users’ engagement with digital interventions. One potential method is the use of technology-based reminders or prompts. OBJECTIVE: To evaluate the effectiveness of technology-based strategies for promoting engagement with digital interventions. METHODS: Cochrane Collaboration guidelines on systematic review methodology were followed. The search strategy was executed across 7 electronic databases: the Cochrane Central Register of Controlled Trials (CENTRAL), MEDLINE, Embase, Web of Science, the Education Resources Information Center (ERIC), PsycINFO, and the Cumulative Index to Nursing and Allied Health Literature (CINAHL). Databases were searched from inception to September 13, 2013, with no language or publication type restrictions, using three concepts: randomized controlled trials, digital interventions, and engagement. Gray literature and reference lists of included studies were also searched. Titles and abstracts were independently screened by 2 authors, then the full texts of potentially eligible papers were obtained and double-screened. Data from eligible papers were extracted by one author and checked for accuracy by another author. Bias was assessed using the Cochrane risk of bias assessment tool. Narrative synthesis was performed on all included studies and, where appropriate, data were pooled using meta-analysis. All findings were reported according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. RESULTS: A total of 14 studies were included in the review with 8774 participants. Of the 14 studies, 9 had sufficient data to be included in the meta-analyses. The meta-analyses suggested that technology-based strategies can potentially promote engagement compared to no strategy for dichotomous outcomes (relative risk [RR] 1.27, 95% CI 1.01-1.60, I(2)=71%), but due to considerable heterogeneity and the small sample sizes in most studies, this result should be treated with caution. No studies reported adverse or economic outcomes. Only one study with a small sample size compared different characteristics; the study found that strategies promoting new digital intervention content and those sent to users shortly after they started using the digital intervention were more likely to engage users. CONCLUSIONS: Overall, studies reported borderline positive effects of technology-based strategies on engagement compared to no strategy. However, the results have to be interpreted with caution. More research is needed to replicate findings and understand which characteristics of the strategies are effective in promoting engagement and how cost-effective they are.
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spelling pubmed-47237262016-02-01 The Effectiveness of Prompts to Promote Engagement With Digital Interventions: A Systematic Review Alkhaldi, Ghadah Hamilton, Fiona L Lau, Rosa Webster, Rosie Michie, Susan Murray, Elizabeth J Med Internet Res Original Paper BACKGROUND: Digital interventions have been effective in improving numerous health outcomes and health behaviors; furthermore, they are increasingly being used in different health care areas, including self-management of long-term conditions, mental health, and health promotion. The full potential of digital interventions is hindered by a lack of user engagement. There is an urgent need to develop effective strategies that can promote users’ engagement with digital interventions. One potential method is the use of technology-based reminders or prompts. OBJECTIVE: To evaluate the effectiveness of technology-based strategies for promoting engagement with digital interventions. METHODS: Cochrane Collaboration guidelines on systematic review methodology were followed. The search strategy was executed across 7 electronic databases: the Cochrane Central Register of Controlled Trials (CENTRAL), MEDLINE, Embase, Web of Science, the Education Resources Information Center (ERIC), PsycINFO, and the Cumulative Index to Nursing and Allied Health Literature (CINAHL). Databases were searched from inception to September 13, 2013, with no language or publication type restrictions, using three concepts: randomized controlled trials, digital interventions, and engagement. Gray literature and reference lists of included studies were also searched. Titles and abstracts were independently screened by 2 authors, then the full texts of potentially eligible papers were obtained and double-screened. Data from eligible papers were extracted by one author and checked for accuracy by another author. Bias was assessed using the Cochrane risk of bias assessment tool. Narrative synthesis was performed on all included studies and, where appropriate, data were pooled using meta-analysis. All findings were reported according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. RESULTS: A total of 14 studies were included in the review with 8774 participants. Of the 14 studies, 9 had sufficient data to be included in the meta-analyses. The meta-analyses suggested that technology-based strategies can potentially promote engagement compared to no strategy for dichotomous outcomes (relative risk [RR] 1.27, 95% CI 1.01-1.60, I(2)=71%), but due to considerable heterogeneity and the small sample sizes in most studies, this result should be treated with caution. No studies reported adverse or economic outcomes. Only one study with a small sample size compared different characteristics; the study found that strategies promoting new digital intervention content and those sent to users shortly after they started using the digital intervention were more likely to engage users. CONCLUSIONS: Overall, studies reported borderline positive effects of technology-based strategies on engagement compared to no strategy. However, the results have to be interpreted with caution. More research is needed to replicate findings and understand which characteristics of the strategies are effective in promoting engagement and how cost-effective they are. JMIR Publications Inc. 2016-01-08 /pmc/articles/PMC4723726/ /pubmed/26747176 http://dx.doi.org/10.2196/jmir.4790 Text en ©Ghadah Alkhaldi, Fiona L Hamilton, Rosa Lau, Rosie Webster, Susan Michie, Elizabeth Murray. Originally published in the Journal of Medical Internet Research (http://www.jmir.org), 08.01.2016. https://creativecommons.org/licenses/by/2.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0/ (https://creativecommons.org/licenses/by/2.0/) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in the Journal of Medical Internet Research, is properly cited. The complete bibliographic information, a link to the original publication on http://www.jmir.org/, as well as this copyright and license information must be included.
spellingShingle Original Paper
Alkhaldi, Ghadah
Hamilton, Fiona L
Lau, Rosa
Webster, Rosie
Michie, Susan
Murray, Elizabeth
The Effectiveness of Prompts to Promote Engagement With Digital Interventions: A Systematic Review
title The Effectiveness of Prompts to Promote Engagement With Digital Interventions: A Systematic Review
title_full The Effectiveness of Prompts to Promote Engagement With Digital Interventions: A Systematic Review
title_fullStr The Effectiveness of Prompts to Promote Engagement With Digital Interventions: A Systematic Review
title_full_unstemmed The Effectiveness of Prompts to Promote Engagement With Digital Interventions: A Systematic Review
title_short The Effectiveness of Prompts to Promote Engagement With Digital Interventions: A Systematic Review
title_sort effectiveness of prompts to promote engagement with digital interventions: a systematic review
topic Original Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4723726/
https://www.ncbi.nlm.nih.gov/pubmed/26747176
http://dx.doi.org/10.2196/jmir.4790
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