Selected Published Work
Johns Hopkins University: Opioid Use in Chronic Pain
This group used the mEMA System to present a Daily Diary questionnaire every evening to patients. They asked about how they were feeling, which opioids (short or long acting) they had taken and probed some thought patterns around the pain they were experiencing.
Boston Children’s Hospital: Ecological Momentary Intervention for Marijuana Use in Youth
They used the mEMA System to provide personalized messages to participants throughout the day that were tailored to the specific momentary context (e.g. hanging out with friends). The messages were personalized based on counselors in-person interactions with each participant then added into the app by the clinical team each week.
Harvard Medical School: Digital Phenotyping in Suicidal Ideation
Before work with the mEMA System suicidal thinking was seen as a homogenous construct. Typically snapshot assessments were taken days, weeks or months apart with missed the variation in suicidal thought that happens over hours. The available methodologies blunted our understanding.
A group from Harvard Medical School used the mEMA System for “digital phenotyping” – real-time characterization and quantification in human thought in situ.
They found five previously unknown distinct phenotypes of suicidal thought. there was a significant relationship between some of these phenotypes and a recent suicide attempt. This work has opened up a new avenue in the understanding of suicide and it’s prevention.