Mental Health and Technology: The Role of Digital Tools in Treatment and Support 2M-PS

However, more economic evaluations are required owing to the low rates of treatment uptake, or the lack of effective available interventions could impair the cost-effectiveness of mental health screening. For example, a primary youth mental health service has potential to boost care efficiencies in service entry, comprehensive assessment, multidisciplinary care, and routine outcome-based monitoring . The delivery of more secure and stable platforms linked to AI-based apps for real-time screening, tracking, and treatment has been recommended to yield the best investment outcomes . It remains unknown how HCI would impact the efficacy of mental health care because of the limited studies on the DTA.

Lack of evidence-based validation

• Another review focusing on social anxiety apps available for download today reported that none had any published evidence to support their efficacy .
• Investigation of real‐world objective data on user engagement with 93 popular mental health apps showed a median daily open rate of 4%, with around a 3% retention rate over a 30‐day period174.
• We are particularly interested in papers that explore new ways to measure complex behaviors or emotions through sensor data, behavioral analytics, or wearable technologies.• Computational Models of Mental Processes Understanding cognitive and emotional processes through computational modeling is becoming increasingly relevant in both research and clinical contexts.
• There is evidence to suggest that apps for mental health can be a net positive for young people, but that it depends on usability, efficiency, and capacity to engage—when there are technical issues or limited access to the service, for example, it can hinder adoption and usage.

Smooth Sailing is a universal school-based mental health service for depression and anxiety in secondary school students. For example, Climate Schools Combined is a universal intervention developed to prevent substance use and mental health problems, particularly depression and anxiety, in young people. BRAVE-ONLINE is one of the first online interventions specifically for anxiety and has been trialled with both children and young people. All programme characteristics (e.g. health difficulties targeted, settings, therapeutic and technological approaches, effectiveness, availability) can be considered when selecting which technologies meet the needs and preferences of young people in specific contexts. Some of these technologies are supported by contact with a healthcare provider or other professional. This clinical review gives an overview of digital APHA National Public Health Week Mental Health technologies to support the prevention and management of depression and anxiety in adolescence.

School-based technologies

Early detection of health anomalies enables proactive measures, preventing the escalation of health problems and supporting overall mental well-being (41). These devices can detect early signs of potential health issues, prompting timely interventions (41). Personalisation enhances the relevance and effectiveness of health interventions, making it easier for individuals to adhere to their routines (40). Users benefit from personalised health insights and recommendations through data analysis and machine learning algorithms (39). Although chatbots hold promise in the promotion of mental health, several potential issues need consideration. For instance, a chatbot-based cognitive behavioral therapy aimed at reducing depressive symptoms among 49 young adults (31), while another study suggests that a motivational interview delivered by a chatbot can help motivate smokers to quit (32).

This means that many apps may be capturing a plethora of personal information such as geolocation, internet browsing history, anxiety symptoms, and medication logs that the app company now owns, markets, and even sells . Many anxiety apps available to consumers note in their terms and conditions that they are not medical devices and thus not subject to medical privacy regulations. While an app may not have traditional side effects like a drug, these digital tools do present potential novel risks.

AI-Powered Therapy Chatbots

This review followed a prespecified protocol and used systematic methods in line with the York Centre for Reviews and Dissemination guidelines to conduct an exhaustive search of the literature, identifying evidence relevant to the review objectives from multiple databases and supplementary sources. Collaboration between DMHT specialists and HCPs, along with a shift from randomized controlled trials to effectiveness-implementation hybrid trials, may be a way to streamline the integration of DMHTs into clinical care and provide more training and resources for HCPs 30,48. However, while HCPs overall believed that DMHTs improved care, some believed that their clinical training allowed for care personalization beyond what DMHTs could provide.