Outcome
Type |
Measure |
Description |
Time frame |
Safety issue |
Other |
Passive sensor stress models |
Passive sensor data from smartphones (location, activity, screen status, battery, weather, time zone, communication) and wearable devices (heart rate, activity, sleep) combined to develop machine learning models predicting state stress |
collected continuously for 8 weeks |
|
Other |
Change in state stress following intervention practice |
State stress following intervention practice used to evaluate immediate benefit of practice delivered at high-stress moments |
change from pre- to post-practice across two-week intervention period |
|
Other |
Daily stress following intervention practice |
End-of-day stress on days with intervention practice used to evaluate day-level benefit of practice delivered at high-stress moments |
daily stress across two-week intervention period |
|
Other |
Early Life Adversity: Childhood Trauma |
Assessed via the Childhood Trauma Questionnaire (a 28-item scale with 5 subscales - physical, sexual, and emotional abuse, and physical and emotional neglect - with higher scores indicating higher childhood trauma) |
pre-intervention |
|
Other |
Early Life Adversity: Emotional neglect |
Early Life Adversity assessed via the Childhood Experiences of Care and Abuse Inventory (16-item scale in reference to mother and father figures, focused on 8-item emotional neglect subscale, with higher scores indicating higher levels of emotional neglect) |
pre-intervention |
|
Other |
Early Life Adversity: Childhood SES indexed by parental education |
Childhood SES assessed via parental figure educational attainment (ranging from less than high school education to doctoral degree) |
pre-intervention |
|
Other |
Early Life Adversity: Childhood SES indexed government assistance |
Childhood SES assessed via National Comorbidity Survey: Adolescents item assessing government food assistance |
pre-intervention |
|
Other |
Early Life Adversity: Domestic Violence |
Early Life Adversity assessed via Adverse Childhood Experiences Survey (5-item domestic violence subscale, with higher scores indicating higher levels of domestic violence) |
pre-intervention |
|
Other |
Change in Circulating Inflammatory Biomarkers: CRP |
Circulating CRP assessed via dried blood spot (DBS) [additional funding needed to assess] |
change from pre-intervention to post-intervention (an average of 4 weeks) and one-month follow-up (an average of 8 weeks) |
|
Other |
Change in Circulating Inflammatory Biomarkers: TNF |
Circulating TNF assessed via dried blood spot (DBS) [additional funding needed to assess] |
change from pre-intervention to post-intervention (an average of 4 weeks) and one-month follow-up (an average of 8 weeks) |
|
Other |
Change in Circulating Inflammatory Biomarkers: IL-8 |
Circulating IL-8 assessed via dried blood spot (DBS) [additional funding needed to assess] |
change from pre-intervention to post-intervention (an average of 4 weeks) and one-month follow-up (an average of 8 weeks) |
|
Other |
Change in Circulating Inflammatory Biomarkers: IL-10 |
Circulating IL-10 assessed via dried blood spot (DBS) [additional funding needed to assess] |
change from pre-intervention to post-intervention (an average of 4 weeks) and one-month follow-up (an average of 8 weeks) |
|
Other |
Change in Global Psychosocial Stress: Anxiety |
Assessed via PROMIS Anxiety (a 4-item scale, with higher scores indicating higher anxiety) |
change from pre-intervention to post-intervention (an average of 4 weeks) and one-month follow-up (an average of 8 weeks) |
|
Other |
Change in Global Psychosocial Stress: Depressive Symptoms |
Assessed via PROMIS Depression (a 4-item scale with higher scores indicating higher depressive symptoms) |
change from pre-intervention to post-intervention (an average of 4 weeks) and one-month follow-up (an average of 8 weeks) |
|
Other |
Change in Global Psychosocial Stress: Social Isolation |
Assessed via PROMIS Social Isolation (a 14-item scale, with higher scores indicating higher social isolation) |
change from pre-intervention to post-intervention (an average of 4 weeks) and one-month follow-up (an average of 8 weeks) |
|
Other |
Change in Global Psychosocial Stress: Perceived Stress |
Assessed via Perceived Stress Scale (a 10-item scale, with higher scores indicating higher perceived stress) |
change from pre-intervention to post-intervention (an average of 4 weeks) and one-month follow-up (an average of 8 weeks) |
|
Other |
Change in Global Psychosocial Stress: Trauma Symptoms |
Assessed via Posttraumatic Stress Disorder Checklist-Civilian (a 17-item scale, with higher scores indicating higher levels of trauma) |
change from pre-intervention to post-intervention (an average of 4 weeks) and one-month follow-up (an average of 8 weeks) |
|
Other |
Change in Global Psychosocial Stress: Depersonalization |
Assessed via Cambridge Depersonalization Scale (a 29-item scale assessing frequency and duration of depersonalization symptoms, with higher scores indicating greater depersonalization) |
change from pre-intervention to post-intervention (an average of 4 weeks) and one-month follow-up (an average of 8 weeks) |
|
Other |
Change in Sleep Quality |
Assessed via Pittsburgh Sleep Quality Index (6-item short form, with higher scores indicating worse sleep) |
change from pre-intervention to post-intervention (an average of 4 weeks) and one-month follow-up (an average of 8 weeks) |
|
Other |
Change in Global Psychosocial Resilience: Life Satisfaction |
Assessed via PROMIS Life Satisfaction (a 5-item scale, with higher scores indicating higher life satisfaction) |
change from pre-intervention to post-intervention (an average of 4 weeks) and one-month follow-up (an average of 8 weeks) |
|
Other |
Change in Global Psychosocial Resilience: Positive Affect |
Assessed via PROMIS Positive Affect (a 15-item scale, with higher scores indicating higher positive affect) |
change from pre-intervention to post-intervention (an average of 4 weeks) and one-month follow-up (an average of 8 weeks) |
|
Other |
Change in Global Psychosocial Resilience: Self-Efficacy |
Assessed via PROMIS Self-efficacy (a 4-item scale, with higher scores indicating higher life self-efficacy) |
change from pre-intervention to post-intervention (an average of 4 weeks) and one-month follow-up (an average of 8 weeks) |
|
Other |
Change in Global Mindfulness |
Five Facet Mindfulness Questionnaire-Short Form (a 24-item scale with observing, describing, acting with awareness, nonreactivity, and nonjudgment subscales, with higher scores indicating higher mindfulness) |
change from pre-intervention to post-intervention (an average of 4 weeks) and one-month follow-up (an average of 8 weeks) |
|
Other |
Change in Global Experiential Avoidance |
Acceptance and Action Questionnaire-II (a 7-item scale, with higher scores indicating higher experiential avoidance) |
change from pre-intervention to post-intervention (an average of 4 weeks) and one-month follow-up (an average of 8 weeks) |
|
Other |
Change in Global Distress Tolerance |
Distress Tolerance Scale (a 15-item scale, with higher scores indicating lower distress tolerance) |
change from pre-intervention to post-intervention (an average of 4 weeks) and one-month follow-up (an average of 8 weeks) |
|
Other |
Change in Global Self-Compassion |
Self-Compassion Scale (a 25-item scale, with higher scores indicating higher self-compassion) |
change from pre-intervention to post-intervention (an average of 4 weeks) and one-month follow-up (an average of 8 weeks) |
|
Primary |
Feasibility of recruitment |
Recruitment benchmark: >10% of people screened will be eligible and >60% of those eligible will enroll |
assessed pre-enrollment |
|
Primary |
Feasibility of retention |
Retention benchmark: >80% retention through intervention and >75% retention through follow-up |
assessed across the entire 8-week study period |
|
Primary |
Feasibility of adherence |
Adherence benchmark: average completion of >85% of intervention lessons, >60% of practice prompts, >75% of ambulatory assessments, and mobile sensor data on >75% of days |
assessed across the entire 8-week study period |
|
Primary |
Feasibility of safe implementation: Incidence of treatment-emergent increases in mental health symptoms |
Safety benchmark: <10% of participants showing substantial (>2SD) increases in anxiety, trauma, or depressive symptoms (using PROMIS Anxiety and Depression scales and Posttraumatic Stress Disorder Checklist-Civilian scale described in other outcomes below) combined to create treatment-emergent symptom rate |
assessed across the entire 8-week study period |
|
Primary |
Acceptability: Treatment Expectancies |
Acceptability of interventions, with benchmark of >80% of participants giving positive ratings of treatment expectancies (>3 on 6-item Credibility/Expectancy Questionnaire) |
assessed post-intervention (an average of 4 weeks) and one-month follow-up (an average of 8 weeks) |
|
Primary |
Change in Daily Life Subjective Stress: State Perceived Stress |
State perceived stress assessed four times daily via Ecological Momentary Assessment (EMA) |
change in stress assessed for 1 week at three timepoints: pre-intervention, post-intervention (an average of 3 weeks), and one-month follow-up (an average of 7 weeks) |
|
Primary |
Change in Daily Life Subjective Stress: Daily Perceived Stress |
Daily perceived stress assessed daily via end-of day diary |
change in stress assessed for 1 week at three timepoints: pre-intervention, post-intervention (an average of 3 weeks), and one-month follow-up (an average of 7 weeks) |
|
Primary |
Change in Daily Life Subjective Stress: Stress events in the past 2.5 hours |
Stress events assessed four times daily via Ecological Momentary Assessment (EMA) |
change in stress assessed for 1 week at three timepoints: pre-intervention, post-intervention (an average of 3 weeks), and one-month follow-up (an average of 7 weeks) |
|
Primary |
Change in Daily Life Subjective Stress: Daily stress events |
Daily stress events assessed daily via end-of day diary |
change in stress assessed for 1 week at three timepoints: pre-intervention, post-intervention (an average of 3 weeks), and one-month follow-up (an average of 7 weeks) |
|
Primary |
Change in Daily Life Physiological Stress Reactivity |
Heart Rate (HR) measured continuously and analyzed in response to daily life stress assessed via EMA |
change in HR reactivity assessed for 1 week at three timepoints: pre-intervention, post-intervention (an average of 3 weeks), and one-month follow-up (an average of 7 weeks) |
|
Primary |
Change in Circulating Inflammatory Markers |
Circulating IL-6 assessed via dried blood spot (DBS) |
change from pre-intervention to post-intervention (an average of 4 weeks) and one-month follow-up (an average of 8 weeks) |
|
Secondary |
Change in Daily Life Positive Affect: State |
State positive affect assessed four times daily via Ecological Momentary Assessment (EMA) |
change in affect assessed for 1 week at three timepoints: pre-intervention, post-intervention (an average of 3 weeks), and one-month follow-up (an average of 7 weeks) |
|
Secondary |
Change in Daily Life Positive Affect: Daily |
Daily positive affect (composite of 9 positive affect items across 3 subscales: happiness (happy, pleased, and cheerful), calm (calm, at-ease, and relaxed), and vigor (lively, full-of-pep, and energetic)) assessed daily via end-of day diary |
change in affect assessed for 1 week at three timepoints: pre-intervention, post-intervention (an average of 3 weeks), and one-month follow-up (an average of 7 weeks) |
|
Secondary |
Change in Daily Life Negative Affect: State |
State negative affect assessed four times daily via Ecological Momentary Assessment (EMA) |
change in affect assessed for 1 week at three timepoints: pre-intervention, post-intervention (an average of 3 weeks), and one-month follow-up (an average of 7 weeks) |
|
Secondary |
Change in Daily Life Negative Affect: Daily |
Daily negative affect (composite of 9 negative affect items across 3 subscales: anxiety (on edge, nervous, and tense), depression (sad, depressed, and unhappy), and hostility (hostile, resentful, and angry)) assessed daily via end-of day diary |
change in affect assessed for 1 week at three timepoints: pre-intervention, post-intervention (an average of 3 weeks), and one-month follow-up (an average of 7 weeks) |
|
Secondary |
Change in Daily Life Social Interactions: Interactions in the past 2.5 hours |
Social interactions assessed four times daily via Ecological Momentary Assessment (EMA) |
change in interactions assessed for 1 week at three timepoints: pre-intervention, post-intervention (an average of 3 weeks), and one-month follow-up (an average of 7 weeks) |
|
Secondary |
Change in Daily Life Social Interactions: Daily |
Social interactions assessed daily via end-of day diary |
change in interactions assessed for 1 week at three timepoints: pre-intervention, post-intervention (an average of 3 weeks), and one-month follow-up (an average of 7 weeks) |
|
Secondary |
Change in Daily Life Mindfulness: Awareness |
Mindful awareness assessed via end-of-day diary using 3-item scale ("Today, I paid attention to what I was doing in the present moment" / "Today, I noticed body sensations come and go" / "Today, I noticed pleasant and unpleasant thoughts and emotions") |
change in mindfulness assessed for 1 week at three timepoints: pre-intervention, post-intervention (an average of 3 weeks), and one-month follow-up (an average of 7 weeks) |
|
Secondary |
Change in Daily Life Mindfulness: Acceptance |
Mindful acceptance assessed via end-of-day diary using 2-item scale ("Today, I was able to step back and be aware of distressing thoughts, emotions, and sensations, without being taken over by them" / Today, I did not want to feel the way I was feeling") |
change in mindfulness assessed for 1 week at three timepoints: pre-intervention, post-intervention (an average of 3 weeks), and one-month follow-up (an average of 7 weeks) |
|