ReviewDigital health
Behavior change techniques in mobile health interventions promoting recovery from substances: A synthesis of reviews and meta-analyses.
Review in Digital health. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Objective: This synthesis of reviews and meta-analyses delves into the landscape of behavior change techniques (BCTs) employed in digital interventions designed to help individuals abstain from or reduce consumption of substances (including alcohol, tobacco, and illicit drugs). This review considers the "black box" problem in mHealth programs by using Michie et al.'s BCT taxonomy to describe BCTs that have been used in intervention literature and to explore potential active ingredients that may contribute to intervention effectiveness. Methods: We synthesize findings from 49 systematic reviews and meta-analyses. While individual studies often express inconclusiveness for the effectiveness of specific BCTs, this review uncovers promising avenues for future research. Our analysis focuses on mobile health (mHealth) just-in-time adaptive interventions (JITAIs), with a specific emphasis on substance use reduction. Results: Eleven BCTs were studied extensively in these reviews, including self-monitoring of behavior, feedback on behavior, goal setting, social support, prompts/cues, and behavior substitution. Our synthesis of evidence points to prompts/cues as particularly promising and highlights a handful of BCTs that demand further investigation, including self-monitoring, goal setting, and feedback on behavior. Conclusions: This review identifies specific limitations in each step of review formulation and provides nuanced suggestions to enhance the efficacy of future research endeavors.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.