The growing field of digital psychiatry: current evidence and the future of apps, social media, chatbots, and virtual reality

J Torous, S Bucci, IH Bell, LV Kessing… - World …, 2021 - Wiley Online Library
As the COVID‐19 pandemic has largely increased the utilization of telehealth, mobile mental
health technologies–such as smartphone apps, virtual reality, chatbots, and social media …

Machine learning and algorithmic fairness in public and population health

V Mhasawade, Y Zhao, R Chunara - Nature Machine Intelligence, 2021 - nature.com
Until now, much of the work on machine learning and health has focused on processes
inside the hospital or clinic. However, this represents only a narrow set of tasks and …

Digital interventions for substance use disorders in young people: rapid review

M Monarque, J Sabetti, M Ferrari - Substance abuse treatment, prevention …, 2023 - Springer
Background Young people are disproportionately more likely than other age groups to use
substances. The rise in substance use and related harms, including overdose, during the …

[HTML][HTML] The perceived benefits of digital interventions for behavioral health: qualitative interview study

G Marcu, SJ Ondersma, AN Spiller… - Journal of Medical …, 2022 - jmir.org
Background Digital interventions have gained momentum in terms of behavioral health.
However, owing to lacking standard approaches or tools for creating digital behavioral …

Hybrid experimental designs for intervention development: what, why, and how

I Nahum-Shani, JJ Dziak, MA Walton… - … in methods and …, 2022 - journals.sagepub.com
Advances in mobile and wireless technologies offer tremendous opportunities for extending
the reach and impact of psychological interventions and for adapting interventions to the …

The effectiveness of web-based interventions to promote health behaviour change in adolescents: a systematic review

D de Sousa, A Fogel, J Azevedo, P Padrao - Nutrients, 2022 - mdpi.com
Although web-based interventions are attractive to researchers and users, the evidence
about their effectiveness in the promotion of health behaviour change is still limited. Our aim …

[HTML][HTML] A personalized smartphone-delivered just-in-time adaptive intervention (JitaBug) to increase physical activity in older adults: mixed methods feasibility study

JL Mair, LD Hayes, AK Campbell… - JMIR formative …, 2022 - formative.jmir.org
Background: Just-in-time adaptive interventions (JITAIs) provide real time in-the-moment
behavior change support to people when they need it most. JITAIs could be a viable way to …

[HTML][HTML] User Engagement With mHealth Interventions to Promote Treatment Adherence and Self-Management in People With Chronic Health Conditions: Systematic …

C Eaton, N Vallejo, X McDonald, J Wu… - Journal of Medical …, 2024 - jmir.org
Background There are numerous mobile health (mHealth) interventions for treatment
adherence and self-management; yet, little is known about user engagement or interaction …

[HTML][HTML] Smartphone sensor data estimate alcohol craving in a cohort of patients with alcohol-associated liver disease and alcohol use disorder

T Wu, G Sherman, S Giorgi, P Thanneeru… - Hepatology …, 2023 - journals.lww.com
Background: Sensors within smartphones, such as accelerometer and location, can
describe longitudinal markers of behavior as represented through devices in a method …

Electronic bridge to mental health for college students: A randomized controlled intervention trial.

CA King, D Eisenberg, J Pistorello… - Journal of consulting …, 2022 - psycnet.apa.org
Objective: Suicide is the second leading cause of death among college students in the
United States, and the percentage of students reporting suicidal thoughts is increasing …