Behavior change techniques in mobile health interventions promoting recovery from substances: A synthesis of reviews and meta-analyses - Report - MDSpire

Behavior change techniques in mobile health interventions promoting recovery from substances: A synthesis of reviews and meta-analyses

  • By

  • Nithya P. Gurumurthy

  • Lex Hurley

  • Brooke T. Nezami

  • Nisha Gottfredson O’Shea

  • June 4, 2026

  • 0 min

Share

Techniques for Behavior Modification in Mobile Health Strategies Aiding Substance Recovery

Overview

This review and meta-analysis examines the role of behavior change techniques (BCTs) in mobile health interventions aimed at supporting substance recovery.

Background

Substance use disorders (SUDs) are prevalent, with a significant percentage of individuals experiencing relapse after treatment. Traditional in-person interventions face barriers such as stigma and accessibility, necessitating alternative approaches.

Data Highlights

No specific numerical data or trial results were provided in the source material.

Key Findings

  • 40 to 60% of patients with SUDs relapse after treatment, according to the National Institute on Drug Abuse.
  • Just-in-time adaptive interventions (JITAIs) can provide timely support to individuals in recovery.
  • Behavior Change Technique (BCT) taxonomy includes 93 techniques that can identify active components in interventions.
  • Incorporating specific BCTs has led to reductions in substance use in traditional interventions, as supported by various studies.
  • Recent studies show an increase in the use of JITAIs in health promotion programs.

Clinical Implications

Understanding the efficacy of individual BCTs within mobile interventions can enhance the development of effective treatment strategies for substance recovery.

Conclusion

The review emphasizes the importance of identifying effective components of mobile health interventions to improve outcomes in substance recovery. Continued research is essential to optimize these digital strategies.

Related Resources & Content

  1. National Institute on Drug Abuse, 2023 -- Addiction Treatment and Relapse Rates
  2. npj Digital Medicine — Forecasting Variability in the Effectiveness of Digital Alcohol Interventions Using Multimodal Data Approaches
  3. Frontiers in Psychiatry — Meta-analysis of the effects of exercise intervention on physical health in individuals undergoing compulsory isolation
  4. Frontiers in Psychiatry — Immediate Action Required to Tackle the Overdose Crisis Linked to Stimulants and Fentanyl
  5. Frontiers in Psychiatry — Efficacy of Health Professional-Led Psychological Interventions for Adult Cannabis Use in Community Environments: A Systematic Review and Meta-Analysis
  6. ASAM/AAAP Clinical Practice Guideline on Stimulant Use Disorder
  7. WHO Evidence Profile on Digitally Delivered Interventions
  8. SAMHSA Advisory on Contingency Management
  9. A Digital Therapeutic Mobile App, ReSET-O, as Adjunct to Medication Treatment for Opioid Use Disorder: A Randomized Clinical Trial at an Opioid Treatment Program - PubMed
  10. Implementation of a Mobile Digital Tool Supporting Medication for Opioid Use Disorder Treatment Improves Retention: Stepped-Wedge Cluster Randomized Controlled Trial - PMC
  11. Just-in-Time Adaptive Intervention for Smoking Cessation in Low-Income Adults: A Randomized Clinical Trial - PubMed
  12. Digital interventions for supporting alcohol abstinence in aftercare – a systematic review - ScienceDirect
  13. A meta-analysis of persuasive design, engagement, and efficacy in 92 RCTs of mental health apps | npj Digital Medicine

Original Source(s)

Related Content