Technology‐mediated just‐in‐time adaptive interventions (JITAIs) to reduce harmful substance use: a systematic review

O Perski, ET Hébert, F Naughton, EB Hekler… - …, 2022 - Wiley Online Library
Abstract Background and Aims Lapse risk when trying to stop or reduce harmful substance
use is idiosyncratic, dynamic and multi‐factorial. Just‐in‐time adaptive interventions (JITAIs) …

Developments in mobile health just-in-time adaptive interventions for addiction science

SM Carpenter, M Menictas, I Nahum-Shani… - Current addiction …, 2020 - Springer
Abstract Purpose of Review Addiction is a serious and prevalent problem across the globe.
An important challenge facing intervention science is how to support addiction treatment and …

A Just-In-Time Adaptive intervention (JITAI) for smoking cessation: Feasibility and acceptability findings

MJ Yang, SK Sutton, LM Hernandez, SR Jones… - Addictive …, 2023 - Elsevier
Smoking cessation treatments that are easily accessible and deliver intervention content at
vulnerable moments (eg, high negative affect) have great potential to impact tobacco …

Return of the JITAI: applying a just-in-time adaptive intervention framework to the development of m-health solutions for addictive behaviors

SP Goldstein, BC Evans, D Flack, A Juarascio… - International journal of …, 2017 - Springer
Purpose Lapses are strong indicators of later relapse among individuals with addictive
disorders, and thus are an important intervention target. However, lapse behavior has …

Predicting success of a digital self-help intervention for alcohol and substance use with machine learning

LA Ramos, M Blankers, G van Wingen… - Frontiers in …, 2021 - frontiersin.org
Background Digital self-help interventions for reducing the use of alcohol tobacco and other
drugs (ATOD) have generally shown positive but small effects in controlling substance use …

Current reporting of usability and impact of mHealth interventions for substance use disorder: A systematic review

S Carreiro, M Newcomb, R Leach, S Ostrowski… - Drug and Alcohol …, 2020 - Elsevier
Background Connected interventions use data collected through mobile/wearable devices
to trigger real-time interventions and have great potential to improve treatment for substance …

Just-in-the-moment adaptive interventions (JITAI): a meta-analytical review

L Wang, LC Miller - Health Communication, 2020 - Taylor & Francis
ABSTRACT A just-in-time, adaptive intervention (JITAI) is an emerging type of intervention
that provides tailored support at the exact time of need. It does so using enabling new …

[HTML][HTML] Developing an adaptive mobile intervention to address risky substance use among adolescents and emerging adults: usability study

LN Coughlin, I Nahum-Shani… - JMIR mHealth and …, 2021 - mhealth.jmir.org
Background: Substance use among adolescents and emerging adults continues to be an
important public health problem associated with morbidity and mortality. Mobile health …

Digital delivery of a contingency management intervention for substance use disorder: A feasibility study with DynamiCare Health

AS Hammond, MM Sweeney, TU Chikosi… - Journal of Substance …, 2021 - Elsevier
Digital health tools can provide convenient delivery of evidence-based treatments. The
DynamiCare Health smartphone app delivers a contingency management intervention for …

Just-in-time adaptive interventions for suicide prevention: Promise, challenges, and future directions

DDL Coppersmith, W Dempsey, EM Kleiman… - Psychiatry, 2022 - Taylor & Francis
The suicide rate (currently 14 per 100,000) has barely changed in the United States over the
past 100 years. There is a need for new ways of preventing suicide. Further, research has …