The Potential for Technology in Brief Interventions for Substance Use, and During-Session Prediction of Computer-Delivered Brief Intervention Response

Ondersma, Steven J.; Grekin, Emily R.; Svikis, Dace S.

doi:10.3109/10826084.2011.521372

Cited by 34 publications

(30 citation statements)

References 34 publications

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“…Using text messages tailored to participants’ baseline smoking characteristics have been shown to reduce number of cigarettes smoked (Haug, Schaub, Venzin, Meyer, & John, 2013) and to improve long-term quit rates (Skov-Ettrup et al, 2014). To date, studies delivering feedback through text messages and other technology based on participants’ disease-relevant characteristics have been conducted for psychiatric disorders (Shapiro et al, 2010) including substance use (Ondersma, Grekin, & Svikis, 2011). Technology-enhanced treatments, including text messages, for substance use disorders benefit from feedback about quit progress (Free et al, 2011) or factors that might predict lapses in abstinence (Chih et al, 2014).…”

Section: Discussionmentioning

confidence: 99%

Nicotine dependence, internalizing symptoms, mood variability and daily tobacco use among young adult smokers

Bares

Dick

Kendler

2018

Addictive Behaviors

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Introduction Cigarette use among young adults continues to rise. As young adults transition to college and assume other adult roles and responsibilities, they are at risk for the development of mental health problems and for the progression of substance use problems. Previous studies suggest that individual differences in negative and positive mood contribute to cigarette use in established college-aged smokers, but less is known whether fluctuations in mood influence daily cigarette use, controlling for trait levels of internalizing symptoms and nicotine dependence. Methods Data for this study came from a sample of college students (N=39, 59% female, mean age 20.4 years) who reported regular cigarette use and participated in a 21-day ecological momentary assessment (EMA) study assessing within-individual variation in cigarette use and mood. Results A three-level hierarchical linear model accounting for the structure of 1,896 occasions of cigarette use nested within days and individuals indicated that within-individual variability in positive mood was associated with cigarette use at each occasion, after taking into account baseline levels of nicotine dependence and internalizing problems. Conclusions Daily shifts in positive moods are importantly associated with consuming cigarettes throughout the day.

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Section: Discussionmentioning

confidence: 99%

Nicotine dependence, internalizing symptoms, mood variability and daily tobacco use among young adult smokers

Bares

Dick

Kendler

2018

Addictive Behaviors

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“…Such was the case in a recent trial utilizing a computer-based substance use intervention with post-partum women (Ondersma, Grekin, & Svikis, 2011). In that study, within-session changes in motivation were associated with substance use outcomes at a 4-month follow up.…”

Section: A New Methods Of Dynamic Interventionmentioning

confidence: 94%

“…Third, more complex dynamics and programming, beyond what we have proposed, can hopefully increase the efficacy and speed at which change occurs. Such leveraging of artificial intelligence techniques would certainly improve the impact of these approaches (Ondersma et al., 2011). Finally, there is a growing focus on the important predictive role of social support and relationships on recovery from substance use (Kelly, Stout, Magill, & Tonigan, 2011).…”

Section: Future Directionsmentioning

confidence: 99%

Testing a Dynamic Automated Substance Use Intervention Model for Youths Exiting Foster Care

Braciszewski

Stout

Tzilos

et al. 2016

Journal of Child & Adolescent Substance Abuse

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With an ever increasing gap between need and availability for substance use services, more scalable and efficient interventions are needed. For youth in the foster care system, this gap is dramatic and expands as they leave care. Effective prevention services are strongly needed for this group of vulnerable young people. We propose a novel technology-driven intervention for preventing problematic substance use among youth receiving foster care services. This intervention approach would extend the work in brief computerized interventions by adding a text message-based booster, dynamically tailored to each individual’s readiness to change. It also combats many barriers to service receipt. Dynamically tailored interventions delivered through technologies commonly used by adolescents and young adults have the strong potential to reduce the burden of problematic substance use.

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“…The basic software template is able to be tailored for different purposes. [23][24][25] The intervention designed for this study was based on a combination of Motivational Interviewing (MI) and cognitive behavioral therapy (CBT) models. 26,27 The main goals of the intervention are to provide brief treatment for depression as well as to motivate individuals to seek further treatment with their health provider and/or to make life changes to improve their overall functioning and mitigate depressive symptoms.…”

Section: Intervention Developmentmentioning

confidence: 99%

Pilot Feasibility Study of a Brief, Tailored Mobile Health Intervention for Depression among Patients with Chronic Pain

Ahmedani

Crotty

Abdulhak

et al. 2014

Behavioral Medicine

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This pilot feasibility study investigated a brief, tailored mobile health intervention to provide brief treatment and motivate further depression treatment seeking among patients with comorbid chronic pain. The computer tablet intervention was delivered in a hospital clinic using a blended motivational interviewing and cognitive behavioral therapy approach. Individuals were at least age 18, and screened positive for depression during a visit for chronic pain. Participants completed assessments before the intervention and at two-week follow-up. The 64 participants were most often over 50 years old, female, and Caucasian. Participant ratings demonstrated an increase in interest to seek depression treatment and willingness to make life changes to mitigate symptoms. A significant reduction in mean depression score and non-significant reductions on both measures of disability were observed. This intervention was feasible and acceptable, demonstrated promise in reducing depression and increasing treatment interest, and should be tested in a trial.

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The Potential for Technology in Brief Interventions for Substance Use, and During-Session Prediction of Computer-Delivered Brief Intervention Response

Cited by 34 publications

References 34 publications

Nicotine dependence, internalizing symptoms, mood variability and daily tobacco use among young adult smokers

Nicotine dependence, internalizing symptoms, mood variability and daily tobacco use among young adult smokers

Testing a Dynamic Automated Substance Use Intervention Model for Youths Exiting Foster Care

Pilot Feasibility Study of a Brief, Tailored Mobile Health Intervention for Depression among Patients with Chronic Pain

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