Digital mental health: challenges and next steps

KA Smith, C Blease, M Faurholt-Jepsen… - BMJ Ment …, 2023 - mentalhealth.bmj.com
Digital innovations in mental health offer great potential, but present unique challenges.
Using a consensus development panel approach, an expert, international, cross-disciplinary …

Personalization strategies in digital mental health interventions: a systematic review and conceptual framework for depressive symptoms

S Hornstein, K Zantvoort, U Lueken, B Funk… - Frontiers in digital …, 2023 - frontiersin.org
Introduction Personalization is a much-discussed approach to improve adherence and
outcomes for Digital Mental Health interventions (DMHIs). Yet, major questions remain open …

The use of advanced technology and statistical methods to predict and prevent suicide

EM Kleiman, CR Glenn, RT Liu - Nature reviews psychology, 2023 - nature.com
In the past decade, two themes have emerged across suicide research. First, according to
meta-analyses, the ability to predict and prevent suicidal thoughts and behaviours is weaker …

The engagement problem: A review of engagement with digital mental health interventions and recommendations for a path forward

JM Lipschitz, CK Pike, TP Hogan, SA Murphy… - … treatment options in …, 2023 - Springer
Purpose of the review Digital mental health interventions (DMHIs) are an effective and
accessible means of addressing the unprecedented levels of mental illness worldwide …

Prospective associations of text‐message‐based sentiment with symptoms of depression, generalized anxiety, and social anxiety

CA Stamatis, J Meyerhoff, T Liu… - Depression and …, 2022 - Wiley Online Library
Objective Language patterns may elucidate mechanisms of mental health conditions. To
inform underlying theory and risk models, we evaluated prospective associations between in …

[HTML][HTML] Digital behavior change interventions for the prevention and management of type 2 diabetes: systematic market analysis

R Keller, S Hartmann, GW Teepe, KM Lohse… - Journal of Medical …, 2022 - jmir.org
Background Advancements in technology offer new opportunities for the prevention and
management of type 2 diabetes. Venture capital companies have been investing in digital …

Increasing digitalization is associated with anxiety and depression: A Google Ngram analysis

GW Teepe, EM Glase, UD Reips - Plos one, 2023 - journals.plos.org
The prevalence of anxiety disorders and depression are rising worldwide. Studies
investigating risk factors on a societal level leading to these rises are so far limited to social …

[HTML][HTML] Digital phenotyping data to predict symptom improvement and mental health app personalization in college students: prospective validation of a predictive …

D Currey, J Torous - Journal of Medical Internet Research, 2023 - jmir.org
Background Mental health apps offer a transformative means to increase access to scalable
evidence-based care for college students. Yet low rates of engagement currently preclude …

Decorative, evocative, and uncanny: Reactions on ambient-to-disruptive health notifications via plant-mimicking shape-changing interfaces

JGW Lee, B Lee, EK Choe - Proceedings of the 2023 CHI Conference …, 2023 - dl.acm.org
Ambient Information Systems (AIS) have shown some success when used as a notification
towards users' health-related activities. But in the actual busy lives of users, ambient …

Digital therapeutics (DTx) expand multimodal treatment options for chronic low back pain: the nexus of precision medicine, patient education, and public health

A Rohaj, G Bulaj - Healthcare, 2023 - mdpi.com
Digital therapeutics (DTx, software as a medical device) provide personalized treatments for
chronic diseases and expand precision medicine beyond pharmacogenomics-based …