ReviewIndian journal of psychological medicine2026
Exploring the Potential and Challenges of Digital and AI-Driven Psychotherapy for ADHD, OCD, Schizophrenia, and Substance Use Disorders: A Comprehensive Narrative Review.
Review in Indian journal of psychological medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers, 3 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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
22 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Digital phenotyping for predicting relapse in psychiatric disorders: a systematic review of passive sensing approaches.BMC psychiatry · 2026Pooled it
- ONRAMP-AI-VRAR: an operational protocol for ethics and governance of AI-enabled immersive psychotherapy.BMC psychiatry · 2025Pooled it
- Sustainability of AI-Assisted Mental Health Intervention: A Review of the Literature from 2020-2025.International journal of environmental research and public health · 2025Pooled it
- Preliminary Evaluation of a Large Language Model-Powered Chatbot for Osteoporosis Self-Management Education: Formative Randomized Controlled Trial.JMIR formative research · 2026Trial
- Digital doppelgangers in psychiatry.Discover mental health · 2026Review
- Intelligent virtual agents in psychotherapy: a safety evaluation across high-risk mental health scenarios.Scientific reports · 2026Article
- Benchmarking Large Language Models Against Psychiatry Residents Using Traditional Institutional Assessments.Indian journal of psychological medicine · 2026Article
- Evaluation of artificial intelligence-generated vignettes depicting patient chatbot use in psychiatric contexts.NPJ digital medicine · 2026Article
- Navigating the complexity of AI adoption in psychotherapy by identifying key facilitators and barriers.Npj mental health research · 2026Article
- The paradox of agency in psychotherapy: How people with mental distress experience support from generative AI chatbots and human therapists.BMC psychiatry · 2025Article
- Usability evaluation of a mobile mental health app for depression and anxiety self-care in Ethiopia.Discover mental health · 2025Article
- Weighing Costs and Benefits of Delay and the Acceptance of Two Decision Support Tools in Mental Health Care: Scoping Study Using Quantitative and Qualitative Data.JMIR human factors · 2025Article
- Psychotherapists' Ethical Dilemmas Regarding Online and Face-to-Face Psychotherapy During the COVID-19 Pandemic: Survey Study.Journal of medical Internet research · 2025Article
- Factors Associated with Abstinence Among Men with Alcohol Use Disorder: A Qualitative Study.Indian journal of psychological medicine · 2025Article
- E-Mental Health Interventions in Inpatient Care: Scoping Review.Journal of medical Internet research · 2025Article
- Predicting Engagement With Conversational Agents in Mental Health Therapy by Examining the Role of Epistemic Trust, Personality, and Fear of Intimacy: Cross-Sectional Web-Based Survey Study.JMIR human factors · 2025Article
- Application of the ant colony optimization algorithm for the construction of a short version of the German alcohol decisional balance scale.Scientific reports · 2025Article
- Artificial Intelligence-based Psychotherapy: A Qualitative Exploration of Usability, Personalization, and the Perception of Therapeutic Progress.Indian journal of psychological medicine · 2025Article
- Global Mapping and Visualization of Substance Use Disorders and Treatment: Implications for Priority Setting.Advanced biomedical research · 2025Article
- Reimagining Mental Health with Artificial Intelligence: Early Detection, Personalized Care, and a Preventive Ecosystem.Journal of multidisciplinary healthcare · 2025Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Purpose of the Review: Psychotherapy remains a fundamental component of mental health treatment, yet it encounters significant barriers to accessibility and efficacy. The integration of digital therapies, encompassing e-Health, m-Health, and artificial intelligence (AI) offers the transformative potential to enhance therapeutic processes through automated systems that improve access and personalize treatment. This integration, however, involves complex considerations, including health-related quality of life (HRQoL) and the dynamics of the therapeutic alliance. This narrative review synthesizes current literature on the application of digital therapies in psychotherapy, with a focus on attention-deficit/hyperactivity disorder (ADHD), obsessive-compulsive disorder (OCD), schizophrenia, and substance use disorders (SUDs). The review evaluates the effectiveness of these interventions, their impact on HRQoL, therapeutic relationships, and the associated ethical considerations. Collection and Analysis of Data: Following Green's checklist for narrative reviews, a systematic literature review was conducted on studies published from January 2009 to May 2024. Inclusion criteria centered on digital therapies, including AI-based, Internet-based, and mobile-based interventions in psychotherapy. A total of 23 studies were analyzed. Conclusions: The findings indicate that digital therapies hold substantial promise for enhancing therapeutic interventions across various mental health disorders, particularly through chatbots and Internet-based psychotherapy. However, successful integration requires careful attention to the therapeutic alliance, HRQoL, and ethical implications. This review highlights the significant potential of digital therapies, including AI-driven psychotherapy, in managing diverse mental health disorders. A balanced approach to integration, prioritizing patient well-being and addressing ethical complexities, is essential for optimizing treatment outcomes.
Indexed as
Identifiers
What Socratic holds
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.