[[HOPE-S Project Index]] [[20211120 All about EMA and EMI]] Article PDF here [[20221202095946142.pdf]] ![[APA-technology-paper.pdf]] Read on [[05-02-2023]] # Technology and Mental Health: State of the Art for Assessment and Treatment Philip D Harvey 1 , Colin A Depp 1 , Albert A Rizzo 1 , Gregory P Strauss 1 , David Spelber 1 , Linda L Carpenter 1 , Ned H Kalin 1 , John H Krystal 1 , William M McDonald 1 , Charles B Nemeroff 1 , Carolyn I Rodriguez 1 , Alik S Widge 1 , John Torous 1 - Cognitive Assessments - Potential to build in cognitive assessment functions in the app. - [[EMA did little to reduce bias inherent to self-report]] - [[EMA can timed stamped and combine with passive data to give context]] - [[The anticipation of being alone was associated with an increase of suicide]] - [[Schizophrenia patient spend more time at home]] - [[Schizophrenia patients more sedentary]] and more likely to be sleeping during the day hours - [[EMA combined with passive digital phenotyping to give more holistic picture of patient functioning]] - [[The V3 framework for validating passive digital biomarkers]] - Verification - Analytical Validation - Clinical Validation - [[Digital Phenotype Signals associated with Bipolar Disorder]] - [[Digital Phenotype Signals associated with Depression]] - [[Digital Phenotype Signals associated with Anxiety]] - [[Digital Phenotype Signals associated with Psychosis]] - [[There are inconsistencies regarding predictive value currently]] - Need to ensure that the sample population is representative so to reduce coding biases. - Important to consider unintended effect/ consequences - User experience. - Privacy concerns - How patients with chronic mental illness experience being monitored.