Cargando…

Predicting Success of a Digital Self-Help Intervention for Alcohol and Substance Use With Machine Learning

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 and improving the quality of life of participants. Nonetheless, low adherence rates remain a major drawback of these...

Descripción completa

Detalles Bibliográficos
Autores principales:	Ramos, Lucas A., Blankers, Matthijs, van Wingen, Guido, de Bruijn, Tamara, Pauws, Steffen C., Goudriaan, Anneke E.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2021
Materias:	Psychology
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8451420/ https://www.ncbi.nlm.nih.gov/pubmed/34552539 http://dx.doi.org/10.3389/fpsyg.2021.734633

Ejemplares similares

Preferences of young adults on the development of a new digital add-on alcohol intervention for depression treatment: A qualitative study
por: Schouten, Maria J.E., et al.
Publicado: (2023)

The Predictive Value of Impulsivity and Risk-Taking Measures for Substance Use in Substance Dependent Offenders
por: Rieser, Nathalie M., et al.
Publicado: (2019)

Digital Interventions for People With Co-Occurring Depression and Problematic Alcohol Use: A Systematic Review and Meta-Analysis
por: Schouten, Maria J E, et al.
Publicado: (2021)

Effectiveness of a digital alcohol moderation intervention as an add-on to depression treatment for young adults: study protocol of a multicentre pragmatic randomized controlled trial
por: Schouten, Maria J. E., et al.
Publicado: (2021)

Evaluating real-time internet therapy and online self-help for problematic alcohol consumers: a three-arm RCT protocol
por: Blankers, Matthijs, et al.
Publicado: (2009)

Self-wise, Other-wise, Streetwise (SOS) training: a novel intervention to reduce victimization in dual diagnosis psychiatric patients with substance use disorders: protocol for a randomized controlled trial
por: de Waal, Marleen M., et al.
Publicado: (2015)

Internet-based self-help smoking cessation and alcohol moderation interventions for cancer survivors: a study protocol of two RCTs
por: Mujcic, Ajla, et al.
Publicado: (2018)

Cancer survivors’ views on digital support for smoking cessation and alcohol moderation: a survey and qualitative study
por: Mujcic, Ajla, et al.
Publicado: (2021)

Efficacy of an internet-based self-help intervention to reduce co-occurring alcohol misuse and depression symptoms in adults: study protocol of a three-arm randomised controlled trial
por: Schaub, Michael P, et al.
Publicado: (2016)

Alcohol use as a predictor of the course of major depressive disorder: a prospective population-based study
por: Schouten, Maria J. E., et al.
Publicado: (2023)

Substance-Related Health Problems during Rave Parties in the Netherlands (1997–2008)
por: Krul, Jan, et al.
Publicado: (2011)

General Demographics and Behavioral Patterns of Visitors Using a Self-help Website for Identification of and Intervention in Alcoholism and Common Mental Disorders in Suriname: Descriptive Study
por: Jadnanansing, Raj, et al.
Publicado: (2022)

ICan, an Internet-based intervention to reduce cannabis use: study protocol for a randomized controlled trial
por: Olthof, Marleen I. A., et al.
Publicado: (2021)

Computer-Based Interventions for Problematic Alcohol Use: a Review of Systematic Reviews
por: Sundström, Christopher, et al.
Publicado: (2016)

Engagement in Digital Mental Health Interventions: Can Monetary Incentives Help?
por: Boucher, Eliane M., et al.
Publicado: (2021)

When Digits Help Digits: Spatial–Numerical Associations Point to Finger Counting as Prime Example of Embodied Cognition
por: Fischer, Martin H., et al.
Publicado: (2011)

Digital Help for Substance Users (SU): A Systematic Review
por: Bonfiglio, Natale Salvatore, et al.
Publicado: (2022)

Prevalence of substance use disorders in an urban and a rural area in Suriname
por: Jadnanansing, Raj, et al.
Publicado: (2021)

“I Wish I Had Help Earlier. We Could Have Been Happier Sooner.” Overcoming the Bystander Effect in the Care for Alcohol-Dependent Parents
por: Snoek, Anke, et al.
Publicado: (2021)

The Potential Impact of Adjunct Digital Tools and Technology to Help Distressed and Suicidal Men: An Integrative Review
por: Balcombe, Luke, et al.
Publicado: (2022)

Booze, Bars, and Bystander Behavior: People Who Consumed Alcohol Help Faster in the Presence of Others
por: van Bommel, Marco, et al.
Publicado: (2016)

Development and validation of the help-seeking intention scale in university students with hazardous and harmful consumption of alcohol
por: Romero Reyes, Daniela, et al.
Publicado: (2023)

How getting noticed helps getting on: successful attention capture doubles children's cooperative play
por: Yuill, Nicola, et al.
Publicado: (2014)

Testing the efficacy of a minimal-guidance online self-help intervention for alcohol misuse in Estonia: study protocol of a randomized controlled trial
por: Kaal, Esta, et al.
Publicado: (2020)

Effectiveness, Cost-effectiveness, and Cost-Utility of a Digital Alcohol Moderation Intervention for Cancer Survivors: Health Economic Evaluation and Outcomes of a Pragmatic Randomized Controlled Trial
por: Mujcic, Ajla, et al.
Publicado: (2022)

Preoperative Interventions for Alcohol and Other Recreational Substance Use: A Systematic Review and Meta-Analysis
por: Budworth, Luke, et al.
Publicado: (2019)

Baseline predictors of treatment outcome in Internet-based alcohol interventions: a recursive partitioning analysis alongside a randomized trial
por: Blankers, Matthijs, et al.
Publicado: (2013)

Exploring the effects of a wearable biocueing app (Sense-IT) as an addition to aggression regulation therapy in forensic psychiatric outpatients
por: ter Harmsel, Janna F., et al.
Publicado: (2023)

e-INEBRIA Special Interest Group Roadmap for Best Practices for Research on Brief Digital Interventions for Problematic Alcohol and Illicit Drug Use
por: Schaub, Michael Patrick, et al.
Publicado: (2020)

Anticipated Guilt for Not Helping and Anticipated Warm Glow for Helping Are Differently Impacted by Personal Responsibility to Help
por: Erlandsson, Arvid, et al.
Publicado: (2016)

“Does he need help or can he help himself?” Preschool children’s expectations about others’ instrumental helping versus self-helping
por: Kim, Sunae, et al.
Publicado: (2014)

Predicting hospitalization following psychiatric crisis care using machine learning
por: Blankers, Matthijs, et al.
Publicado: (2020)

A behaviorally informed financial education program for the financially vulnerable: Design and effectiveness
por: de Bruijn, Ernst-Jan, et al.
Publicado: (2022)

Will This Help Be Helpful? Giving Aid to Strangers in the United States and Japan
por: Niiya, Yu, et al.
Publicado: (2022)

To Help or Not to Help: Intervening in Cyberbullying Among Chinese Cyber-Bystanders
por: Leung, Angel Nga Man
Publicado: (2021)

Efficacy of an Online Self-Help Treatment for Comorbid Alcohol Misuse and Emotional Problems in Young Adults: Protocol for a Randomized Controlled Trial
por: Frohlich, Jona R, et al.
Publicado: (2018)

Why people hesitate to help: Neural correlates of the counter-dynamics of altruistic helping and individual differences in daily helping tendencies
por: Wijaya, Vidya Gani, et al.
Publicado: (2023)

Economic Evaluation of Internet-Based Interventions for Harmful Alcohol Use Alongside a Pragmatic Randomized Controlled Trial
por: Blankers, Matthijs, et al.
Publicado: (2012)

Augmenting Instructional Animations with a Body Analogy to Help Children Learn about Physical Systems
por: Pouw, Wim T. J. L., et al.
Publicado: (2016)

Norms and T-scores for screeners of alcohol use, depression and anxiety in the population of Suriname
por: de Beurs, Edwin, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_57vbvgj0ajkhi67u5tfn23vmfm