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Do AI and digital health improve our well-being?

November 3, 2025

A woman walking by a building while on her phone

Recently there have been reported cases of humans experiencing AI-fuelled delusions after prolonged intimate conversations with virtual chatbots. Over a decade ago, sci-fi movies like Her and Ex Machina predicted that humans would be increasingly reliant on AI for their emotional health, with dramatic consequences. With an estimated one in five people affected by mental health in their lifetime, but access to resources limited, many are experimenting with digital health apps. In my clinical practice, several patients have tried this as well, with mixed results.

So, what does the evidence say about digital health apps?

Smartphone apps and web-based interventions have positive effects (small but statistically significant) in reducing symptoms of depression and anxiety, and the benefits can persist for over 12 months in some studies. The strongest evidence of health benefits is seen with cognitive behavioural therapy (CBT), chatbot and mood monitoring app functions. Mindfulness-based cognitive therapy (MBCT) apps (i.e. Headspace) are also as effective as CBT apps for mild to moderate depression and anxiety, and MBCT might be better for stress, psychological well-being and suicidality. CBT apps may be preferred for moderate to severe depression.

Virtual reality (VR) and web-based platforms may also help with specific phobias, obsessive compulsive disorder, pain management, physical rehabilitation and post-traumatic stress disorder (PTSD). The evidence is mixed on VR when it comes to well-being enhancement, schizophrenia/psychosis, eating disorders and substance use disorders.

Digital health works best with a human in the loop

Human-guided digital interventions have better overall health effects than self-guided apps. The American Psychiatric Association states that digital mental health tools can serve as adjuncts to standard treatment and/or as standalone interventions. However, barriers to success include digital literacy, user engagement (attrition rates up to 50%, with even lower retention in young adults), clinician adoption (fragmented care) and privacy concerns. Engagement is higher if the interventions involve social connectedness and are personalized to specific needs so that users feel more in control of their health. Digital health apps are not to be used for individuals with severe mental illness (psychosis, mania, suicidality) or cognitive impairment.

What about AI?

It’s early days, but AI can be useful in predicting risk, diagnosis and monitoring in various mental health conditions (depression, schizophrenia, bipolar, cognitive impairment). Studies on AI chatbots and generative AI platforms have not shown benefits beyond three months consistently, and effects on stress, well-being and effect have not been significant. There may be short-term moderate improvement in anxiety and depressive symptoms however, especially if AI is combined with human support. There are concerns of user dependence on AI chatbots, worsening loneliness, sleep disturbance, non-individualized care for at-risk populations (emotional blunting/numbness from algorithmic interventions), data privacy and manipulation of trust in the therapeutic relationship.

Robots integrated with AI may have a future role in elder care by serving as assistants (activities of daily living), emotional supporters (cognitive stimulation) and promoting independence (safety monitoring).

So, does digital health and AI improve our well-being?

It might help with some things like mild to moderate anxiety, depression, stress management and emotional well-being, but it's not as helpful for severe symptoms and mental health crisis (best to seek attention from a physician). Digital health apps work best if you use them consistently and have human support (mental health resources, social support network, adjunct to traditional treatment). It’s early days for AI in mental health and more studies are coming.

The world of digital health is rapidly evolving. Stay tuned and prioritize your well-being!


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For those who want to read more!

  1. Her (2013 film) - Wikipedia; Ex Machina (film) - Wikipedia

  2. The Promise of Digital Health: Then, Now, and the Future - PMC

  3. Current evidence on the efficacy of mental health smartphone apps for symptoms of depression and anxiety. A meta‐analysis of 176 randomized controlled trials - Linardon - 2024 - World Psychiatry - Wiley Online Library

  4. Outcomes of Online Mindfulness-Based Cognitive Therapy for Patients With Residual Depressive Symptoms: A Randomized Clinical Trial | Depressive Disorders | JAMA Psychiatry | JAMA Network

  5. Do the effects of internet-delivered cognitive-behavioral therapy (i-CBT) last after a year and beyond? A meta-analysis of 154 randomized controlled trials (RCTs) - ScienceDirect

  6. Exploring digital health tools for depression management in primary health care: Systematic review and meta-analysis - ScienceDirect

  7. The evolving field of digital mental health: current evidence and implementation issues for smartphone apps, generative artificial intelligence, and virtual reality - PMC

  8. Digital Mental Health 101

  9. Comparative Effectiveness of Three Digital Interventions for Adults Seeking Psychiatric Services: A Randomized Clinical Trial | Mobile Health and Telemedicine | JAMA Network Open | JAMA Network

  10. Current directions in digital interventions for mood and anxiety disorders - PubMed

  11. The efficacy of mindfulness meditation apps in enhancing users’ well-being and mental health related outcomes: a meta-analysis of randomized controlled trials - ScienceDirect

  12. Comparing the efficacy of mindfulness-based therapy and cognitive-behavioral therapy for depression in head-to-head randomized controlled trials: A systematic review and meta-analysis of equivalence - ScienceDirect

  13. App-Based Interventions for Moderate to Severe Depression: A Systematic Review and Meta-Analysis | Depressive Disorders | JAMA Network Open | JAMA Network

  14. Journal of Medical Internet Research - Barriers to and Facilitators of User Engagement With Digital Mental Health Interventions: Systematic Review

  15. Artificial intelligence in mental health care: a systematic review of diagnosis, monitoring, and intervention applications | Psychological Medicine | Cambridge Core

  16. Systematic review and meta-analysis of AI-based conversational agents for promoting mental health and well-being | npj Digital Medicine

  17. Journal of Medical Internet Research - Expert and Interdisciplinary Analysis of AI-Driven Chatbots for Mental Health Support: Mixed Methods Study

  18. Artificial Intelligence and Assistive Robotics in Healthcare Services: Applications in Silver Care;