Early Life Adversity, Mindfulness, Stress
Conditions
Brief summary
This study will test the feasibility of delivering smartphone-based mindfulness and coping interventions to a sample of emerging/young adults with a history of early life adversity (ELA). 80 participants with a history of ELA will be randomly assigned to complete a two-week mindfulness training intervention or matched coping control intervention, both involving 14 foundational audio-guided lessons and practice prompts randomly delivered 3x daily. At baseline, post-intervention, and one-month follow-up lab assessments, participants will complete questionnaires and provide blood samples for assessment of markers of inflammation. Data assessing subjective and physiological stress in daily life will be collected during the intervention and for one week before, immediately after, and one month after the intervention. Passive sensor data will be continuously collected from participants' smartphones and wearable devices to develop exploratory models that estimate and predict daily life stress. Data will be used to evaluate feasibility and acceptability of interventions and assessments in an ELA sample, test effects of mindfulness training on daily life stress and markers of inflammation in an ELA sample, and develop exploratory machine learning models of stress from passive sensor data.
Interventions
The mindfulness intervention includes 14 daily 20-minute audio lessons plus brief daily practice prompts. Lessons train specific meditation techniques through didactic explanation and guided practice. Based on the Unified Mindfulness system, lessons train 3 mindfulness skills: concentration, sensory clarity, and equanimity. Concentration, a state of stable attention on the intended target, enables participants to monitor present-moment physical and emotional body experiences. Sensory clarity, the monitoring of momentary experiences, involves detecting subtle sensations and discriminating between different experiences. Equanimity, an attitude of acceptance toward momentary experiences, is trained through 3 strategies: (a) body relaxation, (b) mental welcoming, and (c) a gentle tone of voice. Practice prompts build on the skills trained in each lesson, encouraging participants to practice brief moments of mindful awareness, mindfulness while doing daily tasks, or formal meditation.
The coping intervention includes 14 daily 20-minute audio lessons plus brief daily practice prompts. Lessons train specific coping techniques through didactic explanation and guided practice. Lessons train coping skills (reflection, reappraisal, and problem solving) without encouraging focus on or acceptance of present experience (i.e., mindfulness skills). Participants are instructed to: (1) reflect and let their minds drift, (2) reframe or reappraise past and anticipated events, and (3) analyze and solve personal problems. Practice prompts build on the skills trained in each lesson, encouraging participants to take brief reflection breaks or to practice reappraisal or problem-solving skills.
Sponsors
Study design
Eligibility
Inclusion criteria
* Ages 18-29 years * English speaking * History of moderate-to-severe physical, emotional, or sexual abuse in childhood * Data-enabled Android or iOS smartphone * Able to meet study requirements
Exclusion criteria
* Self-reported diagnosis of chronic physical disease (e.g., cancer, HIV, heart disease, diabetes, bleeding disorder) * Self-reported diagnosis of chronic mental disorder (e.g., schizophrenia, personality disorder, or psychotic illness), major neurological disorder, or suicidal thoughts or wishes at baseline * Substance use disorder * Medication use that interferes with HPA-axis activity (e.g., corticosteroids), autonomic activity (e.g., antihypertensive medication), inflammatory activity (e.g., cholesterol medications), or blood clotting * Current antibiotic, antiviral, or antimicrobial treatment * Shift workers * Pregnancy * Regular systematic mind-body practice (\>2 times per week)
Design outcomes
Primary
| Measure | Time frame | Description |
|---|---|---|
| Feasibility of Adherence: Mobile Sensor Data | assessed across the entire 8-week study period | Numbers represent percentages of days on which wearable sensor (Fitbit) data and AWARE phone sensor data were collected in mindfulness and coping groups \[calculated as (average number of days that Fitbit/AWARE data were collected / 56 days among all participants in each group) \* 100\]. The original adherence benchmark was collecting mobile sensor data on \>75% of days; reported percentages that are greater than that benchmark represent feasibility of mobile sensor data collection adherence. |
| Change in Daily Life Subjective Stress: State Perceived Stress | change in stress assessed in daily life for 1 week at three timepoints: pre-intervention ambulatory assessment, post-intervention ambulatory assessment (an average of 3 weeks), and one-month follow-up ambulatory assessment (an average of 7 weeks) | State perceived stress assessed in daily life four times per day for one week at three time points via Ecological Momentary Assessment (EMA), totaling up to 28 assessments at each time point. All 28 assessments at each of the three time points (pre-intervention ambulatory assessment, post-intervention ambulatory assessment, and one-month follow-up ambulatory assessment) were averaged in MLM analyses. Stress was assessed on a 1-7 Likert scale, with higher scores indicating higher perceived stress. |
| Change in Daily Life Subjective Stress: Daily Perceived Stress | change in stress assessed in daily life for 1 week at three timepoints: pre-intervention ambulatory assessment, post-intervention ambulatory assessment (an average of 3 weeks), and one-month follow-up ambulatory assessment (an average of 7 weeks) | Daily perceived stress assessed in daily life each evening for one week at three time points via end-of day diary, totaling up to 7 assessments at each time point. All 7 assessments at each of the three time points (pre-intervention ambulatory assessment, post-intervention ambulatory assessment, and one-month follow-up ambulatory assessment) were averaged in MLM analyses. Stress was assessed on a 1-7 Likert scale, with higher scores indicating higher perceived stress. |
| Change in Daily Life Objective Stress: Stress Events in the Past 2.5 Hours | change in stress assessed in daily life for 1 week at three timepoints: pre-intervention ambulatory assessment, post-intervention ambulatory assessment (an average of 3 weeks), and one-month follow-up ambulatory assessment (an average of 7 weeks) | Stress events assessed on a binary scale (yes/no) in daily life four times per day for one week at three time points via Ecological Momentary Assessment (EMA), totaling up to 28 assessments at each time point. All 28 assessments at each of the three time points (pre-intervention ambulatory assessment, post-intervention ambulatory assessment, and one-month follow-up ambulatory assessment) were averaged in logistic MLM analyses. Outcomes are reported as mean percentage of surveys at each time point that stress events were endorsed, with higher percentages indicating more stress events. |
| Change in Daily Life Objective Stress: Daily Stress Events | change in stress assessed in daily life for 1 week at three timepoints: pre-intervention ambulatory assessment, post-intervention ambulatory assessment (an average of 3 weeks), and one-month follow-up ambulatory assessment (an average of 7 weeks) | Daily stress events assessed in daily life each evening for one week at three time points via end-of day diary, totaling up to 7 assessments at each time point. All 7 assessments at each of the three time points (pre-intervention ambulatory assessment, post-intervention ambulatory assessment, and one-month follow-up ambulatory assessment) were averaged in logistic MLM analyses. Outcomes are reported as mean percentage of days at each time point that stress events were endorsed, with higher percentages indicating more stress events. |
| Change in Daily Life Physiological Stress Reactivity | change in HR reactivity assessed in daily life for 1 week at three timepoints: pre-intervention ambulatory assessment, post-intervention ambulatory assessment (an average of 3 weeks), and one-month follow-up ambulatory assessment (an average of 7 weeks) | Heart Rate (HR) measured continuously in daily life, with HR averaged in 30-minute windows around daily life stress reported via EMA up to four times per day for one week at three time points, totaling up to 28 windows at each time point. All (up to) 28 assessments at each of the three time points (pre-intervention ambulatory assessment, post-intervention ambulatory assessment, and one-month follow-up ambulatory assessment) were averaged in MLM analyses. Higher scores indicate higher HR in beats per minute (relative to an individual's average daily HR) at high stress moments (relative to an individual's average perceived stress). |
| Change in Circulating Inflammatory Markers | change from pre-intervention laboratory assessment to post-intervention laboratory assessment (an average of 4 weeks) and one-month follow-up laboratory assessment (an average of 8 weeks) | Circulating IL-6 assessed via dried blood spot (DBS), reported as raw concentration in pg/mL assessed via ProteinSimple Simple Plex Human IL-6 (3rd gen) on Ella instrument |
| Feasibility of Adherence: Intervention Practice Prompts | assessed across the entire 2-week intervention period | Numbers represent percentages of intervention practice prompts completed in mindfulness and coping groups \[calculated as (average number of prompts completed / 42 total prompts among all participants in each group) \* 100\]. The original adherence benchmark was an average completion of \>60% of prompts; reported percentages that are greater than that benchmark represent feasibility of intervention practice prompt adherence. |
| Feasibility of Adherence: Ambulatory Assessments | assessed for 1 week at three time points: pre-intervention ambulatory assessment, post-intervention ambulatory assessment (an average of 3 weeks), and one-month follow-up ambulatory assessment (an average of 7 weeks) | Numbers represent percentages of ambulatory assessment surveys completed in mindfulness and coping groups \[calculated as (average number of surveys completed / 105 total surveys among all participants in each group) \* 100\]. The original adherence benchmark was an average completion of \>75% of ambulatory assessments; reported percentages that are greater than that benchmark represent feasibility of ambulatory assessment adherence. |
| Feasibility of Recruitment (Enrollment) | assessed pre-enrollment | Recruitment benchmark: \>60% of those eligible will enroll |
| Feasibility of Recruitment (Screened Eligible) | assessed pre-enrollment | Recruitment benchmark: \>10% of people screened will be eligible |
| Feasibility of Retention | assessed across the entire 8-week study period | Retention benchmark: \>80% retention through intervention and \>75% retention through follow-up |
| Feasibility of Adherence: Intervention Lessons | assessed across the entire 2-week intervention period | Numbers represent percentages of intervention lessons completed in mindfulness and coping groups \[calculated as (average number of lessons completed / 14 total lessons among all participants in each group) \* 100\]. The original adherence benchmark was an average completion of \>85% of intervention lessons; reported percentages that are greater than that benchmark represent feasibility of intervention adherence. |
| Feasibility of Safe Implementation: Incidence of Treatment-emergent Increases in Mental Health Symptoms | assessed across the entire 8-week study period | 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 |
| Acceptability: Treatment Expectancies | assessed in-person at post-intervention laboratory assessment (an average of 4 weeks) and one-month follow-up laboratory assessment (an average of 8 weeks) | Acceptability of interventions, with benchmark of \>80% of participants giving positive ratings of treatment expectancies (\>3 on 6-item Credibility/Expectancy Questionnaire) |
Secondary
| Measure | Time frame | Description |
|---|---|---|
| Change in Daily Life Positive Affect: Daily | change in affect assessed in daily life for 1 week at three timepoints: pre-intervention ambulatory assessment, post-intervention ambulatory assessment (an average of 3 weeks), and one-month follow-up ambulatory assessment (an average of 7 weeks) | 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), each assessed on a 1-7 Likert scale) assessed in daily life each evening for one week at three time points via end-of day diary, totaling up to 7 scores at each time point. All 7 composite scores at each of the three time points (pre-intervention ambulatory assessment, post-intervention ambulatory assessment, and one-month follow-up ambulatory assessment) were averaged in MLM analyses. Higher scores reflect higher positive affect. |
| Change in Daily Life Negative Affect: State | change in affect assessed in daily life for 1 week at three timepoints: pre-intervention ambulatory assessment, post-intervention ambulatory assessment (an average of 3 weeks), and one-month follow-up ambulatory assessment (an average of 7 weeks) | State negative affect assessed in daily life four times per day for one week at three time points via Ecological Momentary Assessment (EMA), totaling up to 28 assessments at each time point. All 28 assessments at each of the three time points (pre-intervention ambulatory assessment, post-intervention ambulatory assessment, and one-month follow-up ambulatory assessment) were averaged in MLM analyses. Negative affect was assessed on a 1-7 Likert scale, with higher scores indicating higher negative affect. |
| Change in Daily Life Negative Affect: Daily | change in affect assessed in daily life for 1 week at three timepoints: pre-intervention ambulatory assessment, post-intervention ambulatory assessment (an average of 3 weeks), and one-month follow-up ambulatory assessment (an average of 7 weeks) | 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), each assessed on a 1-7 Likert scale) assessed in daily life each evening for one week at three time points via end-of day diary, totaling up to 7 scores at each time point. All 7 composite scores at each of the three time points (pre-intervention ambulatory assessment, post-intervention ambulatory assessment, and one-month follow-up ambulatory assessment) were averaged in MLM analyses. Higher scores reflect higher negative affect. |
| Change in Daily Life Social Interactions: Interactions in the Past 2.5 Hours | change in interactions assessed in daily life for 1 week at three timepoints: pre-intervention ambulatory assessment, post-intervention ambulatory assessment (an average of 3 weeks), and one-month follow-up ambulatory assessment (an average of 7 weeks) | Number of social interactions assessed in daily life four times per day for one week at three time points via Ecological Momentary Assessment (EMA), totaling up to 28 assessments at each time point. All 28 assessments at each of the three time points (pre-intervention ambulatory assessment, post-intervention ambulatory assessment, and one-month follow-up ambulatory assessment) were averaged in MLM analyses. Higher numbers indicate more social interactions. |
| Change in Daily Life Social Interactions: Daily | change in interactions assessed in daily life for 1 week at three timepoints: pre-intervention ambulatory assessment, post-intervention ambulatory assessment (an average of 3 weeks), and one-month follow-up ambulatory assessment (an average of 7 weeks) | Number of social interactions assessed in daily life each evening for one week at three time points via end-of day diary, totaling up to 7 assessments at each time point. All 7 assessments at each of the three time points (pre-intervention ambulatory assessment, post-intervention ambulatory assessment, and one-month follow-up ambulatory assessment) were averaged in MLM analyses. Higher numbers indicate more social interactions. |
| Change in Daily Life Mindfulness: Awareness | change in awareness assessed in daily life for 1 week at three timepoints: pre-intervention ambulatory assessment, post-intervention ambulatory assessment (an average of 3 weeks), and one-month follow-up ambulatory assessment (an average of 7 weeks) | Mindful awareness (composite 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, each item assessed on a 1-7 Likert scale) assessed in daily life each evening for one week at three time points via end-of-day diary, totaling up to 7 scores at each time point. All 7 composite scores at each of the three time points (pre-intervention ambulatory assessment, post-intervention ambulatory assessment, and one-month follow-up ambulatory assessment) were averaged in MLM analyses. Higher composite scores reflect higher mindful awareness. |
| Change in Daily Life Mindfulness: Acceptance | change in acceptance assessed in daily life for 1 week at three timepoints: pre-intervention ambulatory assessment, post-intervention ambulatory assessment (an average of 3 weeks), and one-month follow-up ambulatory assessment (an average of 7 weeks) | Mindful acceptance (composite 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, each item assessed on a 1-7 Likert scale) assessed in daily life each evening for one week at three time points via end-of-day diary, totaling up to 7 scores at each time point. All 7 composite scores at each of the three time points (pre-intervention ambulatory assessment, post-intervention ambulatory assessment, and one-month follow-up ambulatory assessment) were averaged in MLM analyses. Higher composite scores reflect higher acceptance. |
| Change in Daily Life Positive Affect: State | change in affect assessed in daily life for 1 week at three timepoints: pre-intervention ambulatory assessment, post-intervention ambulatory assessment (an average of 3 weeks), and one-month follow-up ambulatory assessment (an average of 7 weeks) | State positive affect assessed in daily life four times per day for one week at three time points via Ecological Momentary Assessment (EMA), totaling up to 28 assessments at each time point. All 28 assessments at each of the three time points (pre-intervention ambulatory assessment, post-intervention ambulatory assessment, and one-month follow-up ambulatory assessment) were averaged in MLM analyses. Positive affect was assessed on a 1-7 Likert scale, with higher scores indicating higher positive affect. |
Other
| Measure | Time frame | Description |
|---|---|---|
| Change in Global Mindfulness | change from pre-intervention laboratory assessment to post-intervention laboratory assessment (an average of 4 weeks) and one-month follow-up laboratory assessment (an average of 8 weeks) | Five Facet Mindfulness Questionnaire-Short Form (a 24-item scale including five subscales - observing, describing, acting with awareness, nonreactivity, and nonjudgment, with average scores ranging from 1-5 and higher scores indicating higher mindfulness) |
| Change in Global Self-Compassion | change from pre-intervention laboratory assessment to post-intervention laboratory assessment (an average of 4 weeks) and one-month follow-up laboratory assessment (an average of 8 weeks) | Self-Compassion Scale (a 25-item scale ranging from 1-5, with higher scores indicating higher self-compassion) |
| Change in Global Distress Tolerance | change from pre-intervention laboratory assessment to post-intervention laboratory assessment (an average of 4 weeks) and one-month follow-up laboratory assessment (an average of 8 weeks) | Distress Tolerance Scale (a 15-item scale ranging from 1-5, with higher scores indicating higher distress tolerance) |
| Change in Global Experiential Avoidance | change from pre-intervention laboratory assessment to post-intervention laboratory assessment (an average of 4 weeks) and one-month follow-up laboratory assessment (an average of 8 weeks) | Acceptance and Action Questionnaire-II (a 7-item scale ranging from 7-49, with higher scores indicating higher experiential avoidance) |
| Passive Sensor Stress Models | collected continuously for 8 weeks | 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 |
| Change in State Stress Following Intervention Practice | change from pre- to post-practice across two-week intervention period | State stress following intervention practice used to evaluate immediate benefit of practice delivered at high-stress moments |
| Daily Stress Following Intervention Practice | daily stress across two-week intervention period | End-of-day stress on days with intervention practice used to evaluate day-level benefit of practice delivered at high-stress moments |
| Early Life Adversity: Childhood Trauma | pre-intervention | Assessed via the Childhood Trauma Questionnaire (a 28-item scale with three 5-item abuse subscales - physical, sexual, and emotional abuse - ranging from 5-25, with higher scores indicating higher childhood trauma) |
| Early Life Adversity: Emotional Neglect | pre-intervention | Early Life Adversity assessed via the Childhood Experiences of Care and Abuse Inventory (a 16-item scale referencing mother and father figures, with an 8-item emotional neglect subscale ranging from 8-40, where higher scores indicate higher levels of emotional neglect) |
| Early Life Adversity: Childhood SES Indexed Via Parental Education | pre-intervention | Childhood SES indexed via parental educational attainment, ranging from less than high school education to doctoral degree (1 = No High School Diploma, 2 = GED, 3 = High School Diploma, 4 = Technical Training, 5 = Some College, no degree, 6 = Associate Degree, 7 = Bachelor's Degree, 8 = Master's Degree, 9 = MD, PhD, JD, or PharmD), with higher scores indicating higher educational attainment |
| Early Life Adversity: Childhood SES Indexed by Government Food Assistance | pre-intervention | Childhood SES assessed via National Comorbidity Survey: Adolescents item assessing government food assistance |
| Early Life Adversity: Domestic Violence | pre-intervention | Early Life Adversity assessed via Adverse Childhood Experiences Survey (using a 5-item domestic violence subscale, ranging from 0-10, with higher scores indicating higher levels of domestic violence) |
| Change in Circulating Inflammatory Biomarkers: CRP | change from pre-intervention to post-intervention (an average of 4 weeks) and one-month follow-up (an average of 8 weeks) | Circulating CRP assessed via dried blood spot (DBS) \[additional funding needed to assess\] |
| Change in Circulating Inflammatory Biomarkers: TNF | change from pre-intervention to post-intervention (an average of 4 weeks) and one-month follow-up (an average of 8 weeks) | Circulating TNF assessed via dried blood spot (DBS) \[additional funding needed to assess\] |
| Change in Circulating Inflammatory Biomarkers: IL-8 | change from pre-intervention to post-intervention (an average of 4 weeks) and one-month follow-up (an average of 8 weeks) | Circulating IL-8 assessed via dried blood spot (DBS) \[additional funding needed to assess\] |
| Change in Circulating Inflammatory Biomarkers: IL-10 | change from pre-intervention to post-intervention (an average of 4 weeks) and one-month follow-up (an average of 8 weeks) | Circulating IL-10 assessed via dried blood spot (DBS) \[additional funding needed to assess\] |
| Change in Global Psychosocial Stress: Anxiety | change from pre-intervention laboratory assessment to post-intervention laboratory assessment (an average of 4 weeks) and one-month follow-up laboratory assessment (an average of 8 weeks) | Assessed in-person via PROMIS Anxiety, a 4-item scale with raw scores ranging from 4-20 and converted to t-scores, with t-scores of 50 (standard deviation = 10) representing the average for the US general population and higher t-scores indicating higher anxiety |
| Change in Global Psychosocial Stress: Depressive Symptoms | change from pre-intervention laboratory assessment to post-intervention laboratory assessment (an average of 4 weeks) and one-month follow-up laboratory assessment (an average of 8 weeks) | Assessed in-person via PROMIS Depression, a 4-item scale with raw scores ranging from 4-20 and converted to t-scores, with t-scores of 50 (standard deviation = 10) representing the average for the US general population and higher t-scores indicating higher depressive symptoms |
| Change in Global Psychosocial Stress: Social Isolation | change from pre-intervention laboratory assessment to post-intervention laboratory assessment (an average of 4 weeks) and one-month follow-up laboratory assessment (an average of 8 weeks) | Assessed in-person via PROMIS Social Isolation, a 14-item scale with raw scores ranging from 14 to 70 and converted to t-scores, with t-scores of 50 (standard deviation = 10) representing the average for the US general population and higher t-scores indicating higher social isolation |
| Change in Global Psychosocial Stress: Perceived Stress | change from pre-intervention laboratory assessment to post-intervention laboratory assessment (an average of 4 weeks) and one-month follow-up laboratory assessment (an average of 8 weeks) | Assessed in-person via Perceived Stress Scale (a 10-item scale ranging from 0-40, with higher scores indicating higher perceived stress) |
| Change in Global Psychosocial Stress: Trauma Symptoms | change from pre-intervention laboratory assessment to post-intervention laboratory assessment (an average of 4 weeks) and one-month follow-up laboratory assessment (an average of 8 weeks) | Assessed in-person via Post-Traumatic Stress Disorder Checklist for Civilians (PCL-C), a 17-item scale ranging from 17-85, with higher scores indicating higher levels of trauma, and scores of 30 or greater indicating at least moderately severe PTSD symptoms |
| Change in Global Psychosocial Stress: Depersonalization | change from pre-intervention laboratory assessment to post-intervention laboratory assessment (an average of 4 weeks) and one-month follow-up laboratory assessment (an average of 8 weeks) | Assessed in-person via Cambridge Depersonalization Scale (a 29-item scale ranging from 0-116, assessing frequency and duration of depersonalization symptoms, with higher scores indicating greater depersonalization) |
| Change in Sleep Quality | change from pre-intervention laboratory assessment to post-intervention laboratory assessment (an average of 4 weeks) and one-month follow-up laboratory assessment (an average of 8 weeks) | Assessed in-person via Pittsburgh Sleep Quality Index (6-item short form, ranging from 0-12, with higher scores indicating worse sleep) |
| Change in Global Psychosocial Resilience: Life Satisfaction | change from pre-intervention laboratory assessment to post-intervention laboratory assessment (an average of 4 weeks) and one-month follow-up laboratory assessment (an average of 8 weeks) | Assessed in-person via PROMIS Life Satisfaction, a 5-item scale with raw scores ranging from 5-35 and converted to t-scores, with t-scores of 50 (standard deviation = 10) representing the average for the US general population and higher t-scores indicating higher life satisfaction |
| Change in Global Psychosocial Resilience: Positive Affect | change from pre-intervention laboratory assessment to post-intervention laboratory assessment (an average of 4 weeks) and one-month follow-up laboratory assessment (an average of 8 weeks) | Assessed in-person via PROMIS Positive Affect, a 15-item scale with raw scores ranging from 15-75 and converted to t-scores, with t-scores of 50 (standard deviation = 10) representing the average for the US general population and higher t-scores indicating higher positive affect |
| Change in Global Psychosocial Resilience: Self-Efficacy | change from pre-intervention laboratory assessment to post-intervention laboratory assessment (an average of 4 weeks) and one-month follow-up laboratory assessment (an average of 8 weeks) | Assessed in-person via PROMIS Self-Efficacy, a 4-item scale with raw scores ranging from 4-20 and converted to t-scores, with t-scores of 50 (standard deviation = 10) representing the average for the US general population and higher t-scores indicating higher self-efficacy |
Countries
United States
Participant flow
Recruitment details
Participants were recruited into this study between August 2022 and March 2024. The study was advertised through Pitt+Me, a registry of over 300,000 individuals in the Pittsburgh area interested in participating in research.
Participants by arm
| Arm | Count |
|---|---|
| Mindfulness Mindfulness intervention involving 14 foundational audio-guided lessons plus daily brief practice prompts. Lessons train meditation techniques for 3 mindfulness skills: concentration, sensory clarity, and equanimity. Practice prompts delivered 3x daily build on the skills trained in each lesson.
Mindfulness: The mindfulness intervention includes 14 daily 20-minute audio lessons plus brief daily practice prompts. Lessons train specific meditation techniques through didactic explanation and guided practice. Based on the Unified Mindfulness system, lessons train 3 mindfulness skills: concentration, sensory clarity, and equanimity. Concentration, a state of stable attention on the intended target, enables participants to monitor present-moment physical and emotional body experiences. Sensory clarity, the monitoring of momentary experiences, involves detecting subtle sensations and discriminating between different experiences. Equanimity, an attitude of acceptance toward momentary experiences, is trained through 3 strategies: (a) body relaxation, (b) mental welcoming, and (c) a gentle tone of voice. Practice prompts build on the skills trained in each lesson, encouraging participants to practice brief moments of mindful awareness, mindfulness while doing daily tasks, or formal meditation. | 42 |
| Coping Coping intervention involving 14 foundational audio-guided lessons plus daily brief practice prompts. Lessons train techniques for 3 coping skills: reflection, reappraisal, and problem solving. Practice prompts delivered 3x daily build on the skills trained in each lesson.
Coping: The coping intervention includes 14 daily 20-minute audio lessons plus brief daily practice prompts. Lessons train specific coping techniques through didactic explanation and guided practice. Lessons train coping skills (reflection, reappraisal, and problem solving) without encouraging focus on or acceptance of present experience (i.e., mindfulness skills). Participants are instructed to: (1) reflect and let their minds drift, (2) reframe or reappraise past and anticipated events, and (3) analyze and solve personal problems. Practice prompts build on the skills trained in each lesson, encouraging participants to take brief reflection breaks or to practice reappraisal or problem-solving skills. | 39 |
| Total | 81 |
Withdrawals & dropouts
| Period | Reason | FG000 | FG001 |
|---|---|---|---|
| Overall Study | Reason Unknown | 2 | 4 |
| Overall Study | Time Commitment | 3 | 1 |
Baseline characteristics
| Characteristic | Mindfulness | Total | Coping |
|---|---|---|---|
| Age, Continuous | 24.02 Years STANDARD_DEVIATION 3.11 | 23.91 Years STANDARD_DEVIATION 3.29 | 23.79 Years STANDARD_DEVIATION 3.5 |
| Ethnicity (NIH/OMB) Hispanic or Latino | 3 Participants | 5 Participants | 2 Participants |
| Ethnicity (NIH/OMB) Not Hispanic or Latino | 39 Participants | 76 Participants | 37 Participants |
| Ethnicity (NIH/OMB) Unknown or Not Reported | 0 Participants | 0 Participants | 0 Participants |
| Race (NIH/OMB) American Indian or Alaska Native | 0 Participants | 0 Participants | 0 Participants |
| Race (NIH/OMB) Asian | 15 Participants | 23 Participants | 8 Participants |
| Race (NIH/OMB) Black or African American | 6 Participants | 14 Participants | 8 Participants |
| Race (NIH/OMB) More than one race | 2 Participants | 4 Participants | 2 Participants |
| Race (NIH/OMB) Native Hawaiian or Other Pacific Islander | 0 Participants | 0 Participants | 0 Participants |
| Race (NIH/OMB) Unknown or Not Reported | 1 Participants | 1 Participants | 0 Participants |
| Race (NIH/OMB) White | 18 Participants | 39 Participants | 21 Participants |
| Region of Enrollment United States | 42 Participants | 81 Participants | 39 Participants |
| Sex: Female, Male Female | 33 Participants | 69 Participants | 36 Participants |
| Sex: Female, Male Male | 9 Participants | 12 Participants | 3 Participants |
Adverse events
| Event type | EG000 affected / at risk | EG001 affected / at risk |
|---|---|---|
| deaths Total, all-cause mortality | 0 / 42 | 0 / 39 |
| other Total, other adverse events | 0 / 42 | 0 / 39 |
| serious Total, serious adverse events | 0 / 42 | 0 / 39 |
Outcome results
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)
Time frame: assessed in-person at post-intervention laboratory assessment (an average of 4 weeks) and one-month follow-up laboratory assessment (an average of 8 weeks)
Population: study completers
| Arm | Measure | Group | Value (NUMBER) |
|---|---|---|---|
| Screening & Enrollment | Acceptability: Treatment Expectancies | Post-intervention | 95 percentage of treatment completers |
| Screening & Enrollment | Acceptability: Treatment Expectancies | One-month follow-up | 92 percentage of treatment completers |
| Coping | Acceptability: Treatment Expectancies | Post-intervention | 91 percentage of treatment completers |
| Coping | Acceptability: Treatment Expectancies | One-month follow-up | 88 percentage of treatment completers |
Change in Circulating Inflammatory Markers
Circulating IL-6 assessed via dried blood spot (DBS), reported as raw concentration in pg/mL assessed via ProteinSimple Simple Plex Human IL-6 (3rd gen) on Ella instrument
Time frame: change from pre-intervention laboratory assessment to post-intervention laboratory assessment (an average of 4 weeks) and one-month follow-up laboratory assessment (an average of 8 weeks)
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Screening & Enrollment | Change in Circulating Inflammatory Markers | pre-intervention | .365 pg/mL | Standard Error 0.034 |
| Screening & Enrollment | Change in Circulating Inflammatory Markers | post-intervention | .343 pg/mL | Standard Error 0.036 |
| Screening & Enrollment | Change in Circulating Inflammatory Markers | one-month follow-up | .344 pg/mL | Standard Error 0.036 |
| Coping | Change in Circulating Inflammatory Markers | pre-intervention | .266 pg/mL | Standard Error 0.035 |
| Coping | Change in Circulating Inflammatory Markers | post-intervention | .267 pg/mL | Standard Error 0.038 |
| Coping | Change in Circulating Inflammatory Markers | one-month follow-up | .279 pg/mL | Standard Error 0.037 |
Change in Daily Life Objective Stress: Daily Stress Events
Daily stress events assessed in daily life each evening for one week at three time points via end-of day diary, totaling up to 7 assessments at each time point. All 7 assessments at each of the three time points (pre-intervention ambulatory assessment, post-intervention ambulatory assessment, and one-month follow-up ambulatory assessment) were averaged in logistic MLM analyses. Outcomes are reported as mean percentage of days at each time point that stress events were endorsed, with higher percentages indicating more stress events.
Time frame: change in stress assessed in daily life for 1 week at three timepoints: pre-intervention ambulatory assessment, post-intervention ambulatory assessment (an average of 3 weeks), and one-month follow-up ambulatory assessment (an average of 7 weeks)
Population: all available data; n=1 participant provided no data at pre-intervention, post-intervention, or follow-up
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Screening & Enrollment | Change in Daily Life Objective Stress: Daily Stress Events | Pre-intervention | 65.93 percentage of days with stressors | Standard Error 4.01 |
| Screening & Enrollment | Change in Daily Life Objective Stress: Daily Stress Events | Post-intervention | 57.54 percentage of days with stressors | Standard Error 4.46 |
| Screening & Enrollment | Change in Daily Life Objective Stress: Daily Stress Events | One-month follow-up | 48.18 percentage of days with stressors | Standard Error 4.61 |
| Coping | Change in Daily Life Objective Stress: Daily Stress Events | Pre-intervention | 51.52 percentage of days with stressors | Standard Error 4.46 |
| Coping | Change in Daily Life Objective Stress: Daily Stress Events | Post-intervention | 47.75 percentage of days with stressors | Standard Error 4.69 |
| Coping | Change in Daily Life Objective Stress: Daily Stress Events | One-month follow-up | 46.08 percentage of days with stressors | Standard Error 4.7 |
Change in Daily Life Objective Stress: Stress Events in the Past 2.5 Hours
Stress events assessed on a binary scale (yes/no) in daily life four times per day for one week at three time points via Ecological Momentary Assessment (EMA), totaling up to 28 assessments at each time point. All 28 assessments at each of the three time points (pre-intervention ambulatory assessment, post-intervention ambulatory assessment, and one-month follow-up ambulatory assessment) were averaged in logistic MLM analyses. Outcomes are reported as mean percentage of surveys at each time point that stress events were endorsed, with higher percentages indicating more stress events.
Time frame: change in stress assessed in daily life for 1 week at three timepoints: pre-intervention ambulatory assessment, post-intervention ambulatory assessment (an average of 3 weeks), and one-month follow-up ambulatory assessment (an average of 7 weeks)
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Screening & Enrollment | Change in Daily Life Objective Stress: Stress Events in the Past 2.5 Hours | Pre-intervention | 22.71 percentage of surveys with stressors | Standard Error 2.26 |
| Screening & Enrollment | Change in Daily Life Objective Stress: Stress Events in the Past 2.5 Hours | Post-intervention | 15.84 percentage of surveys with stressors | Standard Error 1.91 |
| Screening & Enrollment | Change in Daily Life Objective Stress: Stress Events in the Past 2.5 Hours | One-month follow-up | 15.31 percentage of surveys with stressors | Standard Error 1.89 |
| Coping | Change in Daily Life Objective Stress: Stress Events in the Past 2.5 Hours | Pre-intervention | 18.5 percentage of surveys with stressors | Standard Error 2.09 |
| Coping | Change in Daily Life Objective Stress: Stress Events in the Past 2.5 Hours | Post-intervention | 12.33 percentage of surveys with stressors | Standard Error 1.72 |
| Coping | Change in Daily Life Objective Stress: Stress Events in the Past 2.5 Hours | One-month follow-up | 10.78 percentage of surveys with stressors | Standard Error 1.6 |
Change in Daily Life Physiological Stress Reactivity
Heart Rate (HR) measured continuously in daily life, with HR averaged in 30-minute windows around daily life stress reported via EMA up to four times per day for one week at three time points, totaling up to 28 windows at each time point. All (up to) 28 assessments at each of the three time points (pre-intervention ambulatory assessment, post-intervention ambulatory assessment, and one-month follow-up ambulatory assessment) were averaged in MLM analyses. Higher scores indicate higher HR in beats per minute (relative to an individual's average daily HR) at high stress moments (relative to an individual's average perceived stress).
Time frame: change in HR reactivity assessed in daily life for 1 week at three timepoints: pre-intervention ambulatory assessment, post-intervention ambulatory assessment (an average of 3 weeks), and one-month follow-up ambulatory assessment (an average of 7 weeks)
Population: all available data; n=5 participants provided no data at pre-intervention, post-intervention, or follow-up
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Screening & Enrollment | Change in Daily Life Physiological Stress Reactivity | One-month follow-up | 6.6 beats per minute | Standard Error 0.73 |
| Screening & Enrollment | Change in Daily Life Physiological Stress Reactivity | Pre-intervention | 5.82 beats per minute | Standard Error 0.67 |
| Screening & Enrollment | Change in Daily Life Physiological Stress Reactivity | Post-intervention | 4.94 beats per minute | Standard Error 0.69 |
| Coping | Change in Daily Life Physiological Stress Reactivity | Pre-intervention | 4.77 beats per minute | Standard Error 0.68 |
| Coping | Change in Daily Life Physiological Stress Reactivity | Post-intervention | 6.49 beats per minute | Standard Error 0.73 |
| Coping | Change in Daily Life Physiological Stress Reactivity | One-month follow-up | 5.80 beats per minute | Standard Error 0.78 |
Change in Daily Life Subjective Stress: Daily Perceived Stress
Daily perceived stress assessed in daily life each evening for one week at three time points via end-of day diary, totaling up to 7 assessments at each time point. All 7 assessments at each of the three time points (pre-intervention ambulatory assessment, post-intervention ambulatory assessment, and one-month follow-up ambulatory assessment) were averaged in MLM analyses. Stress was assessed on a 1-7 Likert scale, with higher scores indicating higher perceived stress.
Time frame: change in stress assessed in daily life for 1 week at three timepoints: pre-intervention ambulatory assessment, post-intervention ambulatory assessment (an average of 3 weeks), and one-month follow-up ambulatory assessment (an average of 7 weeks)
Population: all available data; n=1 participant provided no data at pre-intervention, post-intervention, or follow-up
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Screening & Enrollment | Change in Daily Life Subjective Stress: Daily Perceived Stress | Pre-intervention | 3.01 units on a scale | Standard Error 0.14 |
| Screening & Enrollment | Change in Daily Life Subjective Stress: Daily Perceived Stress | Post-intervention | 3.19 units on a scale | Standard Error 0.15 |
| Screening & Enrollment | Change in Daily Life Subjective Stress: Daily Perceived Stress | One-month follow-up | 2.90 units on a scale | Standard Error 0.15 |
| Coping | Change in Daily Life Subjective Stress: Daily Perceived Stress | Pre-intervention | 2.91 units on a scale | Standard Error 0.15 |
| Coping | Change in Daily Life Subjective Stress: Daily Perceived Stress | Post-intervention | 2.69 units on a scale | Standard Error 0.15 |
| Coping | Change in Daily Life Subjective Stress: Daily Perceived Stress | One-month follow-up | 2.63 units on a scale | Standard Error 0.15 |
Change in Daily Life Subjective Stress: State Perceived Stress
State perceived stress assessed in daily life four times per day for one week at three time points via Ecological Momentary Assessment (EMA), totaling up to 28 assessments at each time point. All 28 assessments at each of the three time points (pre-intervention ambulatory assessment, post-intervention ambulatory assessment, and one-month follow-up ambulatory assessment) were averaged in MLM analyses. Stress was assessed on a 1-7 Likert scale, with higher scores indicating higher perceived stress.
Time frame: change in stress assessed in daily life for 1 week at three timepoints: pre-intervention ambulatory assessment, post-intervention ambulatory assessment (an average of 3 weeks), and one-month follow-up ambulatory assessment (an average of 7 weeks)
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Screening & Enrollment | Change in Daily Life Subjective Stress: State Perceived Stress | Pre-intervention | 2.48 units on a scale | Standard Error 0.13 |
| Screening & Enrollment | Change in Daily Life Subjective Stress: State Perceived Stress | Post-intervention | 2.56 units on a scale | Standard Error 0.13 |
| Screening & Enrollment | Change in Daily Life Subjective Stress: State Perceived Stress | One-month follow-up | 2.46 units on a scale | Standard Error 0.13 |
| Coping | Change in Daily Life Subjective Stress: State Perceived Stress | Pre-intervention | 2.5 units on a scale | Standard Error 0.13 |
| Coping | Change in Daily Life Subjective Stress: State Perceived Stress | Post-intervention | 2.37 units on a scale | Standard Error 0.13 |
| Coping | Change in Daily Life Subjective Stress: State Perceived Stress | One-month follow-up | 2.32 units on a scale | Standard Error 0.13 |
Feasibility of Adherence: Ambulatory Assessments
Numbers represent percentages of ambulatory assessment surveys completed in mindfulness and coping groups \[calculated as (average number of surveys completed / 105 total surveys among all participants in each group) \* 100\]. The original adherence benchmark was an average completion of \>75% of ambulatory assessments; reported percentages that are greater than that benchmark represent feasibility of ambulatory assessment adherence.
Time frame: assessed for 1 week at three time points: pre-intervention ambulatory assessment, post-intervention ambulatory assessment (an average of 3 weeks), and one-month follow-up ambulatory assessment (an average of 7 weeks)
Population: study completers
| Arm | Measure | Value (NUMBER) |
|---|---|---|
| Screening & Enrollment | Feasibility of Adherence: Ambulatory Assessments | 86.28 percentage of surveys completed |
| Coping | Feasibility of Adherence: Ambulatory Assessments | 87.53 percentage of surveys completed |
Feasibility of Adherence: Intervention Lessons
Numbers represent percentages of intervention lessons completed in mindfulness and coping groups \[calculated as (average number of lessons completed / 14 total lessons among all participants in each group) \* 100\]. The original adherence benchmark was an average completion of \>85% of intervention lessons; reported percentages that are greater than that benchmark represent feasibility of intervention adherence.
Time frame: assessed across the entire 2-week intervention period
Population: study completers
| Arm | Measure | Value (NUMBER) |
|---|---|---|
| Screening & Enrollment | Feasibility of Adherence: Intervention Lessons | 94.57 percentage of lessons completed |
| Coping | Feasibility of Adherence: Intervention Lessons | 94.71 percentage of lessons completed |
Feasibility of Adherence: Intervention Practice Prompts
Numbers represent percentages of intervention practice prompts completed in mindfulness and coping groups \[calculated as (average number of prompts completed / 42 total prompts among all participants in each group) \* 100\]. The original adherence benchmark was an average completion of \>60% of prompts; reported percentages that are greater than that benchmark represent feasibility of intervention practice prompt adherence.
Time frame: assessed across the entire 2-week intervention period
Population: study completers
| Arm | Measure | Value (NUMBER) |
|---|---|---|
| Screening & Enrollment | Feasibility of Adherence: Intervention Practice Prompts | 57.33 percentage of prompts completed |
| Coping | Feasibility of Adherence: Intervention Practice Prompts | 60.34 percentage of prompts completed |
Feasibility of Adherence: Mobile Sensor Data
Numbers represent percentages of days on which wearable sensor (Fitbit) data and AWARE phone sensor data were collected in mindfulness and coping groups \[calculated as (average number of days that Fitbit/AWARE data were collected / 56 days among all participants in each group) \* 100\]. The original adherence benchmark was collecting mobile sensor data on \>75% of days; reported percentages that are greater than that benchmark represent feasibility of mobile sensor data collection adherence.
Time frame: assessed across the entire 8-week study period
Population: study completers
| Arm | Measure | Group | Value (NUMBER) |
|---|---|---|---|
| Screening & Enrollment | Feasibility of Adherence: Mobile Sensor Data | % of days Fitbit data collected | 86.95 percentage of days |
| Screening & Enrollment | Feasibility of Adherence: Mobile Sensor Data | % of days AWARE data collected | 94.35 percentage of days |
| Coping | Feasibility of Adherence: Mobile Sensor Data | % of days Fitbit data collected | 86.40 percentage of days |
| Coping | Feasibility of Adherence: Mobile Sensor Data | % of days AWARE data collected | 91.61 percentage of days |
Feasibility of Recruitment (Enrollment)
Recruitment benchmark: \>60% of those eligible will enroll
Time frame: assessed pre-enrollment
| Arm | Measure | Value (COUNT_OF_PARTICIPANTS) |
|---|---|---|
| Screening & Enrollment | Feasibility of Recruitment (Enrollment) | 81 Participants |
Feasibility of Recruitment (Screened Eligible)
Recruitment benchmark: \>10% of people screened will be eligible
Time frame: assessed pre-enrollment
| Arm | Measure | Category | Value (COUNT_OF_PARTICIPANTS) |
|---|---|---|---|
| Screening & Enrollment | Feasibility of Recruitment (Screened Eligible) | Screened eligible at in-person screening | 81 Participants |
| Screening & Enrollment | Feasibility of Recruitment (Screened Eligible) | Pre-screened eligible but screened ineligible at in-person screening | 56 Participants |
| Screening & Enrollment | Feasibility of Recruitment (Screened Eligible) | Pre-screened eligible but did not attend in-person screening | 112 Participants |
| Screening & Enrollment | Feasibility of Recruitment (Screened Eligible) | Pre-screened ineligible | 642 Participants |
Feasibility of Retention
Retention benchmark: \>80% retention through intervention and \>75% retention through follow-up
Time frame: assessed across the entire 8-week study period
| Arm | Measure | Category | Value (COUNT_OF_PARTICIPANTS) |
|---|---|---|---|
| Screening & Enrollment | Feasibility of Retention | Retained through follow-up assessments | 37 Participants |
| Screening & Enrollment | Feasibility of Retention | Did not complete intervention | 4 Participants |
| Screening & Enrollment | Feasibility of Retention | Completed intervention but did not complete follow-up assessments | 1 Participants |
| Coping | Feasibility of Retention | Retained through follow-up assessments | 34 Participants |
| Coping | Feasibility of Retention | Did not complete intervention | 5 Participants |
| Coping | Feasibility of Retention | Completed intervention but did not complete follow-up assessments | 0 Participants |
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
Time frame: assessed across the entire 8-week study period
Population: intervention completers
| Arm | Measure | Category | Value (COUNT_OF_PARTICIPANTS) |
|---|---|---|---|
| Screening & Enrollment | Feasibility of Safe Implementation: Incidence of Treatment-emergent Increases in Mental Health Symptoms | No substantial (>2SD) symptom increase | 35 Participants |
| Screening & Enrollment | Feasibility of Safe Implementation: Incidence of Treatment-emergent Increases in Mental Health Symptoms | Substantial (>2SD) symptom increase at post-intervention or follow-up | 3 Participants |
| Coping | Feasibility of Safe Implementation: Incidence of Treatment-emergent Increases in Mental Health Symptoms | No substantial (>2SD) symptom increase | 34 Participants |
| Coping | Feasibility of Safe Implementation: Incidence of Treatment-emergent Increases in Mental Health Symptoms | Substantial (>2SD) symptom increase at post-intervention or follow-up | 0 Participants |
Change in Daily Life Mindfulness: Acceptance
Mindful acceptance (composite 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, each item assessed on a 1-7 Likert scale) assessed in daily life each evening for one week at three time points via end-of-day diary, totaling up to 7 scores at each time point. All 7 composite scores at each of the three time points (pre-intervention ambulatory assessment, post-intervention ambulatory assessment, and one-month follow-up ambulatory assessment) were averaged in MLM analyses. Higher composite scores reflect higher acceptance.
Time frame: change in acceptance assessed in daily life for 1 week at three timepoints: pre-intervention ambulatory assessment, post-intervention ambulatory assessment (an average of 3 weeks), and one-month follow-up ambulatory assessment (an average of 7 weeks)
Population: all available data; n=1 participant provided no data at pre-intervention, post-intervention, or follow-up
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Screening & Enrollment | Change in Daily Life Mindfulness: Acceptance | Pre-intervention | 4.25 score on a scale | Standard Error 0.14 |
| Screening & Enrollment | Change in Daily Life Mindfulness: Acceptance | Post-intervention | 4.33 score on a scale | Standard Error 0.14 |
| Screening & Enrollment | Change in Daily Life Mindfulness: Acceptance | One-month follow-up | 4.63 score on a scale | Standard Error 0.14 |
| Coping | Change in Daily Life Mindfulness: Acceptance | Pre-intervention | 4.35 score on a scale | Standard Error 0.14 |
| Coping | Change in Daily Life Mindfulness: Acceptance | Post-intervention | 4.74 score on a scale | Standard Error 0.15 |
| Coping | Change in Daily Life Mindfulness: Acceptance | One-month follow-up | 4.82 score on a scale | Standard Error 0.15 |
Change in Daily Life Mindfulness: Awareness
Mindful awareness (composite 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, each item assessed on a 1-7 Likert scale) assessed in daily life each evening for one week at three time points via end-of-day diary, totaling up to 7 scores at each time point. All 7 composite scores at each of the three time points (pre-intervention ambulatory assessment, post-intervention ambulatory assessment, and one-month follow-up ambulatory assessment) were averaged in MLM analyses. Higher composite scores reflect higher mindful awareness.
Time frame: change in awareness assessed in daily life for 1 week at three timepoints: pre-intervention ambulatory assessment, post-intervention ambulatory assessment (an average of 3 weeks), and one-month follow-up ambulatory assessment (an average of 7 weeks)
Population: all available data; n=1 participant provided no data at pre-intervention, post-intervention, or follow-up
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Screening & Enrollment | Change in Daily Life Mindfulness: Awareness | Pre-intervention | 3.76 score on a scale | Standard Error 0.15 |
| Screening & Enrollment | Change in Daily Life Mindfulness: Awareness | Post-intervention | 3.98 score on a scale | Standard Error 0.16 |
| Screening & Enrollment | Change in Daily Life Mindfulness: Awareness | One-month follow-up | 4.03 score on a scale | Standard Error 0.16 |
| Coping | Change in Daily Life Mindfulness: Awareness | Pre-intervention | 3.70 score on a scale | Standard Error 0.16 |
| Coping | Change in Daily Life Mindfulness: Awareness | Post-intervention | 4.10 score on a scale | Standard Error 0.16 |
| Coping | Change in Daily Life Mindfulness: Awareness | One-month follow-up | 4.10 score on a scale | Standard Error 0.16 |
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), each assessed on a 1-7 Likert scale) assessed in daily life each evening for one week at three time points via end-of day diary, totaling up to 7 scores at each time point. All 7 composite scores at each of the three time points (pre-intervention ambulatory assessment, post-intervention ambulatory assessment, and one-month follow-up ambulatory assessment) were averaged in MLM analyses. Higher scores reflect higher negative affect.
Time frame: change in affect assessed in daily life for 1 week at three timepoints: pre-intervention ambulatory assessment, post-intervention ambulatory assessment (an average of 3 weeks), and one-month follow-up ambulatory assessment (an average of 7 weeks)
Population: all available data; n=1 participant provided no data at pre-intervention, post-intervention, or follow-up
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Screening & Enrollment | Change in Daily Life Negative Affect: Daily | Pre-intervention | 2.15 units on a scale | Standard Error 0.11 |
| Screening & Enrollment | Change in Daily Life Negative Affect: Daily | Post-intervention | 2.19 units on a scale | Standard Error 0.11 |
| Screening & Enrollment | Change in Daily Life Negative Affect: Daily | One-month follow-up | 2.13 units on a scale | Standard Error 0.11 |
| Coping | Change in Daily Life Negative Affect: Daily | Pre-intervention | 1.99 units on a scale | Standard Error 0.11 |
| Coping | Change in Daily Life Negative Affect: Daily | Post-intervention | 1.88 units on a scale | Standard Error 0.11 |
| Coping | Change in Daily Life Negative Affect: Daily | One-month follow-up | 1.82 units on a scale | Standard Error 0.11 |
Change in Daily Life Negative Affect: State
State negative affect assessed in daily life four times per day for one week at three time points via Ecological Momentary Assessment (EMA), totaling up to 28 assessments at each time point. All 28 assessments at each of the three time points (pre-intervention ambulatory assessment, post-intervention ambulatory assessment, and one-month follow-up ambulatory assessment) were averaged in MLM analyses. Negative affect was assessed on a 1-7 Likert scale, with higher scores indicating higher negative affect.
Time frame: change in affect assessed in daily life for 1 week at three timepoints: pre-intervention ambulatory assessment, post-intervention ambulatory assessment (an average of 3 weeks), and one-month follow-up ambulatory assessment (an average of 7 weeks)
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Screening & Enrollment | Change in Daily Life Negative Affect: State | Pre-intervention | 2.19 units on a scale | Standard Error 0.11 |
| Screening & Enrollment | Change in Daily Life Negative Affect: State | Post-intervention | 2.34 units on a scale | Standard Error 0.11 |
| Screening & Enrollment | Change in Daily Life Negative Affect: State | One-month follow-up | 2.21 units on a scale | Standard Error 0.11 |
| Coping | Change in Daily Life Negative Affect: State | Pre-intervention | 2.06 units on a scale | Standard Error 0.12 |
| Coping | Change in Daily Life Negative Affect: State | Post-intervention | 1.96 units on a scale | Standard Error 0.12 |
| Coping | Change in Daily Life Negative Affect: State | One-month follow-up | 1.93 units on a scale | Standard Error 0.12 |
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), each assessed on a 1-7 Likert scale) assessed in daily life each evening for one week at three time points via end-of day diary, totaling up to 7 scores at each time point. All 7 composite scores at each of the three time points (pre-intervention ambulatory assessment, post-intervention ambulatory assessment, and one-month follow-up ambulatory assessment) were averaged in MLM analyses. Higher scores reflect higher positive affect.
Time frame: change in affect assessed in daily life for 1 week at three timepoints: pre-intervention ambulatory assessment, post-intervention ambulatory assessment (an average of 3 weeks), and one-month follow-up ambulatory assessment (an average of 7 weeks)
Population: all available data; n=1 participant provided no data at pre-intervention, post-intervention, or follow-up
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Screening & Enrollment | Change in Daily Life Positive Affect: Daily | Pre-intervention | 3.30 units on a scale | Standard Error 0.14 |
| Screening & Enrollment | Change in Daily Life Positive Affect: Daily | Post-intervention | 2.94 units on a scale | Standard Error 0.14 |
| Screening & Enrollment | Change in Daily Life Positive Affect: Daily | One-month follow-up | 3.19 units on a scale | Standard Error 0.14 |
| Coping | Change in Daily Life Positive Affect: Daily | Pre-intervention | 3.34 units on a scale | Standard Error 0.14 |
| Coping | Change in Daily Life Positive Affect: Daily | Post-intervention | 3.32 units on a scale | Standard Error 0.15 |
| Coping | Change in Daily Life Positive Affect: Daily | One-month follow-up | 3.36 units on a scale | Standard Error 0.15 |
Change in Daily Life Positive Affect: State
State positive affect assessed in daily life four times per day for one week at three time points via Ecological Momentary Assessment (EMA), totaling up to 28 assessments at each time point. All 28 assessments at each of the three time points (pre-intervention ambulatory assessment, post-intervention ambulatory assessment, and one-month follow-up ambulatory assessment) were averaged in MLM analyses. Positive affect was assessed on a 1-7 Likert scale, with higher scores indicating higher positive affect.
Time frame: change in affect assessed in daily life for 1 week at three timepoints: pre-intervention ambulatory assessment, post-intervention ambulatory assessment (an average of 3 weeks), and one-month follow-up ambulatory assessment (an average of 7 weeks)
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Screening & Enrollment | Change in Daily Life Positive Affect: State | Pre-intervention | 3.87 units on a scale | Standard Error 0.14 |
| Screening & Enrollment | Change in Daily Life Positive Affect: State | Post-intervention | 3.57 units on a scale | Standard Error 0.14 |
| Screening & Enrollment | Change in Daily Life Positive Affect: State | One-month follow-up | 3.74 units on a scale | Standard Error 0.14 |
| Coping | Change in Daily Life Positive Affect: State | Pre-intervention | 3.77 units on a scale | Standard Error 0.14 |
| Coping | Change in Daily Life Positive Affect: State | Post-intervention | 3.80 units on a scale | Standard Error 0.14 |
| Coping | Change in Daily Life Positive Affect: State | One-month follow-up | 3.75 units on a scale | Standard Error 0.14 |
Change in Daily Life Social Interactions: Daily
Number of social interactions assessed in daily life each evening for one week at three time points via end-of day diary, totaling up to 7 assessments at each time point. All 7 assessments at each of the three time points (pre-intervention ambulatory assessment, post-intervention ambulatory assessment, and one-month follow-up ambulatory assessment) were averaged in MLM analyses. Higher numbers indicate more social interactions.
Time frame: change in interactions assessed in daily life for 1 week at three timepoints: pre-intervention ambulatory assessment, post-intervention ambulatory assessment (an average of 3 weeks), and one-month follow-up ambulatory assessment (an average of 7 weeks)
Population: all available data; n=1 participant provided no data at pre-intervention, post-intervention, or follow-up
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Screening & Enrollment | Change in Daily Life Social Interactions: Daily | Pre-intervention | 12.69 number of interactions | Standard Error 0.78 |
| Screening & Enrollment | Change in Daily Life Social Interactions: Daily | Post-intervention | 13.60 number of interactions | Standard Error 0.79 |
| Screening & Enrollment | Change in Daily Life Social Interactions: Daily | One-month follow-up | 14.61 number of interactions | Standard Error 0.8 |
| Coping | Change in Daily Life Social Interactions: Daily | Pre-intervention | 11.59 number of interactions | Standard Error 0.8 |
| Coping | Change in Daily Life Social Interactions: Daily | Post-intervention | 11.18 number of interactions | Standard Error 0.82 |
| Coping | Change in Daily Life Social Interactions: Daily | One-month follow-up | 11.25 number of interactions | Standard Error 0.82 |
Change in Daily Life Social Interactions: Interactions in the Past 2.5 Hours
Number of social interactions assessed in daily life four times per day for one week at three time points via Ecological Momentary Assessment (EMA), totaling up to 28 assessments at each time point. All 28 assessments at each of the three time points (pre-intervention ambulatory assessment, post-intervention ambulatory assessment, and one-month follow-up ambulatory assessment) were averaged in MLM analyses. Higher numbers indicate more social interactions.
Time frame: change in interactions assessed in daily life for 1 week at three timepoints: pre-intervention ambulatory assessment, post-intervention ambulatory assessment (an average of 3 weeks), and one-month follow-up ambulatory assessment (an average of 7 weeks)
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Screening & Enrollment | Change in Daily Life Social Interactions: Interactions in the Past 2.5 Hours | Pre-intervention | 2.79 number of interactions | Standard Error 0.26 |
| Screening & Enrollment | Change in Daily Life Social Interactions: Interactions in the Past 2.5 Hours | Post-intervention | 3.09 number of interactions | Standard Error 0.26 |
| Screening & Enrollment | Change in Daily Life Social Interactions: Interactions in the Past 2.5 Hours | One-month follow-up | 3.30 number of interactions | Standard Error 0.26 |
| Coping | Change in Daily Life Social Interactions: Interactions in the Past 2.5 Hours | Pre-intervention | 2.96 number of interactions | Standard Error 0.27 |
| Coping | Change in Daily Life Social Interactions: Interactions in the Past 2.5 Hours | Post-intervention | 2.84 number of interactions | Standard Error 0.27 |
| Coping | Change in Daily Life Social Interactions: Interactions in the Past 2.5 Hours | One-month follow-up | 2.69 number of interactions | Standard Error 0.27 |
Change in Circulating Inflammatory Biomarkers: CRP
Circulating CRP assessed via dried blood spot (DBS) \[additional funding needed to assess\]
Time frame: change from pre-intervention to post-intervention (an average of 4 weeks) and one-month follow-up (an average of 8 weeks)
Change in Circulating Inflammatory Biomarkers: IL-10
Circulating IL-10 assessed via dried blood spot (DBS) \[additional funding needed to assess\]
Time frame: change from pre-intervention to post-intervention (an average of 4 weeks) and one-month follow-up (an average of 8 weeks)
Change in Circulating Inflammatory Biomarkers: IL-8
Circulating IL-8 assessed via dried blood spot (DBS) \[additional funding needed to assess\]
Time frame: change from pre-intervention to post-intervention (an average of 4 weeks) and one-month follow-up (an average of 8 weeks)
Change in Circulating Inflammatory Biomarkers: TNF
Circulating TNF assessed via dried blood spot (DBS) \[additional funding needed to assess\]
Time frame: change from pre-intervention to post-intervention (an average of 4 weeks) and one-month follow-up (an average of 8 weeks)
Change in Global Distress Tolerance
Distress Tolerance Scale (a 15-item scale ranging from 1-5, with higher scores indicating higher distress tolerance)
Time frame: change from pre-intervention laboratory assessment to post-intervention laboratory assessment (an average of 4 weeks) and one-month follow-up laboratory assessment (an average of 8 weeks)
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Screening & Enrollment | Change in Global Distress Tolerance | Mean DTS Score (Pre-Intervention) | 3.16 score on a scale | Standard Error 0.13 |
| Screening & Enrollment | Change in Global Distress Tolerance | Mean DTS Score (Post-Intervention) | 3.50 score on a scale | Standard Error 0.14 |
| Screening & Enrollment | Change in Global Distress Tolerance | Mean DTS Score (1 Month Follow Up) | 3.49 score on a scale | Standard Error 0.14 |
| Coping | Change in Global Distress Tolerance | Mean DTS Score (Pre-Intervention) | 3.30 score on a scale | Standard Error 0.14 |
| Coping | Change in Global Distress Tolerance | Mean DTS Score (Post-Intervention) | 3.61 score on a scale | Standard Error 0.14 |
| Coping | Change in Global Distress Tolerance | Mean DTS Score (1 Month Follow Up) | 3.67 score on a scale | Standard Error 0.15 |
Change in Global Experiential Avoidance
Acceptance and Action Questionnaire-II (a 7-item scale ranging from 7-49, with higher scores indicating higher experiential avoidance)
Time frame: change from pre-intervention laboratory assessment to post-intervention laboratory assessment (an average of 4 weeks) and one-month follow-up laboratory assessment (an average of 8 weeks)
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Screening & Enrollment | Change in Global Experiential Avoidance | Mean AAQ-II Score (Pre-Intervention) | 27.38 score on a scale | Standard Error 1.37 |
| Screening & Enrollment | Change in Global Experiential Avoidance | Mean AAQ-II Score (Post-Intervention) | 24.32 score on a scale | Standard Error 1.4 |
| Screening & Enrollment | Change in Global Experiential Avoidance | Mean AAQ-II Score (1 Month Follow Up) | 23.08 score on a scale | Standard Error 1.41 |
| Coping | Change in Global Experiential Avoidance | Mean AAQ-II Score (Pre-Intervention) | 25.38 score on a scale | Standard Error 1.43 |
| Coping | Change in Global Experiential Avoidance | Mean AAQ-II Score (Post-Intervention) | 20.93 score on a scale | Standard Error 1.47 |
| Coping | Change in Global Experiential Avoidance | Mean AAQ-II Score (1 Month Follow Up) | 22.02 score on a scale | Standard Error 1.47 |
Change in Global Mindfulness
Five Facet Mindfulness Questionnaire-Short Form (a 24-item scale including five subscales - observing, describing, acting with awareness, nonreactivity, and nonjudgment, with average scores ranging from 1-5 and higher scores indicating higher mindfulness)
Time frame: change from pre-intervention laboratory assessment to post-intervention laboratory assessment (an average of 4 weeks) and one-month follow-up laboratory assessment (an average of 8 weeks)
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Screening & Enrollment | Change in Global Mindfulness | Mean Global Mindfulness Score (Pre-Intervention) | 3.10 score on a scale | Standard Error 0.07 |
| Screening & Enrollment | Change in Global Mindfulness | Mean Global Mindfulness Score (Post-Intervention) | 3.27 score on a scale | Standard Error 0.08 |
| Screening & Enrollment | Change in Global Mindfulness | Mean Global Mindfulness Score (1 Month Follow Up) | 3.39 score on a scale | Standard Error 0.09 |
| Coping | Change in Global Mindfulness | Mean Global Mindfulness Score (Pre-Intervention) | 3.15 score on a scale | Standard Error 0.08 |
| Coping | Change in Global Mindfulness | Mean Global Mindfulness Score (Post-Intervention) | 3.44 score on a scale | Standard Error 0.09 |
| Coping | Change in Global Mindfulness | Mean Global Mindfulness Score (1 Month Follow Up) | 3.49 score on a scale | Standard Error 0.1 |
Change in Global Psychosocial Resilience: Life Satisfaction
Assessed in-person via PROMIS Life Satisfaction, a 5-item scale with raw scores ranging from 5-35 and converted to t-scores, with t-scores of 50 (standard deviation = 10) representing the average for the US general population and higher t-scores indicating higher life satisfaction
Time frame: change from pre-intervention laboratory assessment to post-intervention laboratory assessment (an average of 4 weeks) and one-month follow-up laboratory assessment (an average of 8 weeks)
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Screening & Enrollment | Change in Global Psychosocial Resilience: Life Satisfaction | Mean Life Satisfaction Score (Pre-Intervention) | 41.47 t-score | Standard Error 1.3 |
| Screening & Enrollment | Change in Global Psychosocial Resilience: Life Satisfaction | Mean Life Satisfaction Score (Post-Intervention) | 42.35 t-score | Standard Error 1.42 |
| Screening & Enrollment | Change in Global Psychosocial Resilience: Life Satisfaction | Mean Life Satisfaction Score (1 Month Follow Up) | 43.79 t-score | Standard Error 1.59 |
| Coping | Change in Global Psychosocial Resilience: Life Satisfaction | Mean Life Satisfaction Score (Pre-Intervention) | 45.34 t-score | Standard Error 1.35 |
| Coping | Change in Global Psychosocial Resilience: Life Satisfaction | Mean Life Satisfaction Score (Post-Intervention) | 46.92 t-score | Standard Error 1.49 |
| Coping | Change in Global Psychosocial Resilience: Life Satisfaction | Mean Life Satisfaction Score (1 Month Follow Up) | 48.24 t-score | Standard Error 1.65 |
Change in Global Psychosocial Resilience: Positive Affect
Assessed in-person via PROMIS Positive Affect, a 15-item scale with raw scores ranging from 15-75 and converted to t-scores, with t-scores of 50 (standard deviation = 10) representing the average for the US general population and higher t-scores indicating higher positive affect
Time frame: change from pre-intervention laboratory assessment to post-intervention laboratory assessment (an average of 4 weeks) and one-month follow-up laboratory assessment (an average of 8 weeks)
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Screening & Enrollment | Change in Global Psychosocial Resilience: Positive Affect | Mean Positive Affect Score (Pre-Intervention) | 41.09 t-score | Standard Error 1.17 |
| Screening & Enrollment | Change in Global Psychosocial Resilience: Positive Affect | Mean Positive Affect Score (Post-Intervention) | 41.96 t-score | Standard Error 1.24 |
| Screening & Enrollment | Change in Global Psychosocial Resilience: Positive Affect | Mean Positive Affect Score (1 Month Follow Up) | 42.53 t-score | Standard Error 1.28 |
| Coping | Change in Global Psychosocial Resilience: Positive Affect | Mean Positive Affect Score (Pre-Intervention) | 44.16 t-score | Standard Error 1.22 |
| Coping | Change in Global Psychosocial Resilience: Positive Affect | Mean Positive Affect Score (Post-Intervention) | 45.15 t-score | Standard Error 1.3 |
| Coping | Change in Global Psychosocial Resilience: Positive Affect | Mean Positive Affect Score (1 Month Follow Up) | 44.16 t-score | Standard Error 1.34 |
Change in Global Psychosocial Resilience: Self-Efficacy
Assessed in-person via PROMIS Self-Efficacy, a 4-item scale with raw scores ranging from 4-20 and converted to t-scores, with t-scores of 50 (standard deviation = 10) representing the average for the US general population and higher t-scores indicating higher self-efficacy
Time frame: change from pre-intervention laboratory assessment to post-intervention laboratory assessment (an average of 4 weeks) and one-month follow-up laboratory assessment (an average of 8 weeks)
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Screening & Enrollment | Change in Global Psychosocial Resilience: Self-Efficacy | Mean Self-efficacy Score (Pre-Intervention) | 44.60 t-score | Standard Error 1.47 |
| Screening & Enrollment | Change in Global Psychosocial Resilience: Self-Efficacy | Mean Self-efficacy Score (Post-Intervention) | 45.73 t-score | Standard Error 1.52 |
| Screening & Enrollment | Change in Global Psychosocial Resilience: Self-Efficacy | Mean Self-efficacy Score (1 Month Follow Up) | 48.22 t-score | Standard Error 1.53 |
| Coping | Change in Global Psychosocial Resilience: Self-Efficacy | Mean Self-efficacy Score (Pre-Intervention) | 45.32 t-score | Standard Error 1.53 |
| Coping | Change in Global Psychosocial Resilience: Self-Efficacy | Mean Self-efficacy Score (Post-Intervention) | 47.40 t-score | Standard Error 1.59 |
| Coping | Change in Global Psychosocial Resilience: Self-Efficacy | Mean Self-efficacy Score (1 Month Follow Up) | 47.55 t-score | Standard Error 1.59 |
Change in Global Psychosocial Stress: Anxiety
Assessed in-person via PROMIS Anxiety, a 4-item scale with raw scores ranging from 4-20 and converted to t-scores, with t-scores of 50 (standard deviation = 10) representing the average for the US general population and higher t-scores indicating higher anxiety
Time frame: change from pre-intervention laboratory assessment to post-intervention laboratory assessment (an average of 4 weeks) and one-month follow-up laboratory assessment (an average of 8 weeks)
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Screening & Enrollment | Change in Global Psychosocial Stress: Anxiety | Mean Anxiety Score (Pre-Intervention) | 61.37 t-score | Standard Error 1.13 |
| Screening & Enrollment | Change in Global Psychosocial Stress: Anxiety | Mean Anxiety Score (Post-Intervention) | 58.97 t-score | Standard Error 1.16 |
| Screening & Enrollment | Change in Global Psychosocial Stress: Anxiety | Mean Anxiety Score (1 Month Follow Up) | 58.56 t-score | Standard Error 1.17 |
| Coping | Change in Global Psychosocial Stress: Anxiety | Mean Anxiety Score (Pre-Intervention) | 60.29 t-score | Standard Error 1.17 |
| Coping | Change in Global Psychosocial Stress: Anxiety | Mean Anxiety Score (Post-Intervention) | 56.99 t-score | Standard Error 1.22 |
| Coping | Change in Global Psychosocial Stress: Anxiety | Mean Anxiety Score (1 Month Follow Up) | 56.94 t-score | Standard Error 1.22 |
Change in Global Psychosocial Stress: Depersonalization
Assessed in-person via Cambridge Depersonalization Scale (a 29-item scale ranging from 0-116, assessing frequency and duration of depersonalization symptoms, with higher scores indicating greater depersonalization)
Time frame: change from pre-intervention laboratory assessment to post-intervention laboratory assessment (an average of 4 weeks) and one-month follow-up laboratory assessment (an average of 8 weeks)
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Screening & Enrollment | Change in Global Psychosocial Stress: Depersonalization | Mean CDS Score (Pre-Intervention) | 58.31 score on a scale | Standard Error 6.02 |
| Screening & Enrollment | Change in Global Psychosocial Stress: Depersonalization | Mean CDS Score (Post-Intervention) | 47.49 score on a scale | Standard Error 6.16 |
| Screening & Enrollment | Change in Global Psychosocial Stress: Depersonalization | Mean CDS Score (1 Month Follow Up) | 43.94 score on a scale | Standard Error 6.19 |
| Coping | Change in Global Psychosocial Stress: Depersonalization | Mean CDS Score (Pre-Intervention) | 52.15 score on a scale | Standard Error 6.25 |
| Coping | Change in Global Psychosocial Stress: Depersonalization | Mean CDS Score (Post-Intervention) | 36.30 score on a scale | Standard Error 6.45 |
| Coping | Change in Global Psychosocial Stress: Depersonalization | Mean CDS Score (1 Month Follow Up) | 30.83 score on a scale | Standard Error 6.45 |
Change in Global Psychosocial Stress: Depressive Symptoms
Assessed in-person via PROMIS Depression, a 4-item scale with raw scores ranging from 4-20 and converted to t-scores, with t-scores of 50 (standard deviation = 10) representing the average for the US general population and higher t-scores indicating higher depressive symptoms
Time frame: change from pre-intervention laboratory assessment to post-intervention laboratory assessment (an average of 4 weeks) and one-month follow-up laboratory assessment (an average of 8 weeks)
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Screening & Enrollment | Change in Global Psychosocial Stress: Depressive Symptoms | Mean Depressive Score (Pre-Intervention) | 56.90 t-score | Standard Error 1.29 |
| Screening & Enrollment | Change in Global Psychosocial Stress: Depressive Symptoms | Mean Depressive Score (Post-Intervention) | 55.76 t-score | Standard Error 1.35 |
| Screening & Enrollment | Change in Global Psychosocial Stress: Depressive Symptoms | Mean Depressive Score (1 Month Follow Up) | 55.86 t-score | Standard Error 1.39 |
| Coping | Change in Global Psychosocial Stress: Depressive Symptoms | Mean Depressive Score (Pre-Intervention) | 53.76 t-score | Standard Error 1.34 |
| Coping | Change in Global Psychosocial Stress: Depressive Symptoms | Mean Depressive Score (Post-Intervention) | 50.54 t-score | Standard Error 1.42 |
| Coping | Change in Global Psychosocial Stress: Depressive Symptoms | Mean Depressive Score (1 Month Follow Up) | 52.39 t-score | Standard Error 1.45 |
Change in Global Psychosocial Stress: Perceived Stress
Assessed in-person via Perceived Stress Scale (a 10-item scale ranging from 0-40, with higher scores indicating higher perceived stress)
Time frame: change from pre-intervention laboratory assessment to post-intervention laboratory assessment (an average of 4 weeks) and one-month follow-up laboratory assessment (an average of 8 weeks)
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Screening & Enrollment | Change in Global Psychosocial Stress: Perceived Stress | Mean PSS Score (Pre-Intervention) | 21.60 score on a scale | Standard Error 0.91 |
| Screening & Enrollment | Change in Global Psychosocial Stress: Perceived Stress | Mean PSS Score (Post-Intervention) | 20.42 score on a scale | Standard Error 0.96 |
| Screening & Enrollment | Change in Global Psychosocial Stress: Perceived Stress | Mean PSS Score (1-Month Follow-Up) | 18.21 score on a scale | Standard Error 0.99 |
| Coping | Change in Global Psychosocial Stress: Perceived Stress | Mean PSS Score (Pre-Intervention) | 20.85 score on a scale | Standard Error 0.94 |
| Coping | Change in Global Psychosocial Stress: Perceived Stress | Mean PSS Score (Post-Intervention) | 16.92 score on a scale | Standard Error 1.01 |
| Coping | Change in Global Psychosocial Stress: Perceived Stress | Mean PSS Score (1-Month Follow-Up) | 16.81 score on a scale | Standard Error 1.04 |
Change in Global Psychosocial Stress: Social Isolation
Assessed in-person via PROMIS Social Isolation, a 14-item scale with raw scores ranging from 14 to 70 and converted to t-scores, with t-scores of 50 (standard deviation = 10) representing the average for the US general population and higher t-scores indicating higher social isolation
Time frame: change from pre-intervention laboratory assessment to post-intervention laboratory assessment (an average of 4 weeks) and one-month follow-up laboratory assessment (an average of 8 weeks)
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Screening & Enrollment | Change in Global Psychosocial Stress: Social Isolation | Mean Social Isolation Score (Pre-Intervention) | 53.64 t-score | Standard Error 1.42 |
| Screening & Enrollment | Change in Global Psychosocial Stress: Social Isolation | Mean Social Isolation Score (Post-Intervention) | 51.52 t-score | Standard Error 1.45 |
| Screening & Enrollment | Change in Global Psychosocial Stress: Social Isolation | Mean Social Isolation Score (1 Month Follow Up) | 51.29 t-score | Standard Error 1.46 |
| Coping | Change in Global Psychosocial Stress: Social Isolation | Mean Social Isolation Score (Pre-Intervention) | 50.55 t-score | Standard Error 1.48 |
| Coping | Change in Global Psychosocial Stress: Social Isolation | Mean Social Isolation Score (Post-Intervention) | 49.64 t-score | Standard Error 1.52 |
| Coping | Change in Global Psychosocial Stress: Social Isolation | Mean Social Isolation Score (1 Month Follow Up) | 48.80 t-score | Standard Error 1.52 |
Change in Global Psychosocial Stress: Trauma Symptoms
Assessed in-person via Post-Traumatic Stress Disorder Checklist for Civilians (PCL-C), a 17-item scale ranging from 17-85, with higher scores indicating higher levels of trauma, and scores of 30 or greater indicating at least moderately severe PTSD symptoms
Time frame: change from pre-intervention laboratory assessment to post-intervention laboratory assessment (an average of 4 weeks) and one-month follow-up laboratory assessment (an average of 8 weeks)
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Screening & Enrollment | Change in Global Psychosocial Stress: Trauma Symptoms | Mean PCL Score (Pre-Intervention) | 40.19 score on a scale | Standard Error 1.89 |
| Screening & Enrollment | Change in Global Psychosocial Stress: Trauma Symptoms | Mean PCL Score (Post-Intervention) | 35.76 score on a scale | Standard Error 1.95 |
| Screening & Enrollment | Change in Global Psychosocial Stress: Trauma Symptoms | Mean PCL Score (1 Month Follow Up) | 34.63 score on a scale | Standard Error 1.96 |
| Coping | Change in Global Psychosocial Stress: Trauma Symptoms | Mean PCL Score (Pre-Intervention) | 40.21 score on a scale | Standard Error 1.97 |
| Coping | Change in Global Psychosocial Stress: Trauma Symptoms | Mean PCL Score (Post-Intervention) | 31.44 score on a scale | Standard Error 2.04 |
| Coping | Change in Global Psychosocial Stress: Trauma Symptoms | Mean PCL Score (1 Month Follow Up) | 32.18 score on a scale | Standard Error 2.04 |
Change in Global Self-Compassion
Self-Compassion Scale (a 25-item scale ranging from 1-5, with higher scores indicating higher self-compassion)
Time frame: change from pre-intervention laboratory assessment to post-intervention laboratory assessment (an average of 4 weeks) and one-month follow-up laboratory assessment (an average of 8 weeks)
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Screening & Enrollment | Change in Global Self-Compassion | Mean SCS Score (Pre-Intervention) | 2.63 score on a scale | Standard Error 0.11 |
| Screening & Enrollment | Change in Global Self-Compassion | Mean SCS Score (Post-Intervention) | 2.97 score on a scale | Standard Error 0.12 |
| Screening & Enrollment | Change in Global Self-Compassion | Mean SCS Score (1 Month Follow Up) | 3.17 score on a scale | Standard Error 0.13 |
| Coping | Change in Global Self-Compassion | Mean SCS Score (Pre-Intervention) | 2.84 score on a scale | Standard Error 0.11 |
| Coping | Change in Global Self-Compassion | Mean SCS Score (Post-Intervention) | 3.20 score on a scale | Standard Error 0.12 |
| Coping | Change in Global Self-Compassion | Mean SCS Score (1 Month Follow Up) | 3.26 score on a scale | Standard Error 0.13 |
Change in Sleep Quality
Assessed in-person via Pittsburgh Sleep Quality Index (6-item short form, ranging from 0-12, with higher scores indicating worse sleep)
Time frame: change from pre-intervention laboratory assessment to post-intervention laboratory assessment (an average of 4 weeks) and one-month follow-up laboratory assessment (an average of 8 weeks)
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Screening & Enrollment | Change in Sleep Quality | Mean PSQI Score (Pre-Intervention) | 4.14 score on a scale | Standard Error 0.37 |
| Screening & Enrollment | Change in Sleep Quality | Mean PSQI Score (Post-Intervention) | 4.13 score on a scale | Standard Error 0.33 |
| Screening & Enrollment | Change in Sleep Quality | Mean PSQI Score (1 Month Follow Up) | 3.81 score on a scale | Standard Error 0.34 |
| Coping | Change in Sleep Quality | Mean PSQI Score (Pre-Intervention) | 4.28 score on a scale | Standard Error 0.38 |
| Coping | Change in Sleep Quality | Mean PSQI Score (Post-Intervention) | 3.20 score on a scale | Standard Error 0.35 |
| Coping | Change in Sleep Quality | Mean PSQI Score (1 Month Follow Up) | 3.85 score on a scale | Standard Error 0.35 |
Change in State Stress Following Intervention Practice
State stress following intervention practice used to evaluate immediate benefit of practice delivered at high-stress moments
Time frame: change from pre- to post-practice across two-week intervention period
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
Time frame: daily stress across two-week intervention period
Early Life Adversity: Childhood SES Indexed by Government Food Assistance
Childhood SES assessed via National Comorbidity Survey: Adolescents item assessing government food assistance
Time frame: pre-intervention
| Arm | Measure | Value (COUNT_OF_PARTICIPANTS) |
|---|---|---|
| Screening & Enrollment | Early Life Adversity: Childhood SES Indexed by Government Food Assistance | 14 Participants |
| Coping | Early Life Adversity: Childhood SES Indexed by Government Food Assistance | 11 Participants |
Early Life Adversity: Childhood SES Indexed Via Parental Education
Childhood SES indexed via parental educational attainment, ranging from less than high school education to doctoral degree (1 = No High School Diploma, 2 = GED, 3 = High School Diploma, 4 = Technical Training, 5 = Some College, no degree, 6 = Associate Degree, 7 = Bachelor's Degree, 8 = Master's Degree, 9 = MD, PhD, JD, or PharmD), with higher scores indicating higher educational attainment
Time frame: pre-intervention
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Screening & Enrollment | Early Life Adversity: Childhood SES Indexed Via Parental Education | Maternal education | 6.12 SES Score (Parental Education) | Standard Error 0.32 |
| Screening & Enrollment | Early Life Adversity: Childhood SES Indexed Via Parental Education | Paternal education | 5.95 SES Score (Parental Education) | Standard Error 0.35 |
| Coping | Early Life Adversity: Childhood SES Indexed Via Parental Education | Maternal education | 6.46 SES Score (Parental Education) | Standard Error 0.33 |
| Coping | Early Life Adversity: Childhood SES Indexed Via Parental Education | Paternal education | 5.95 SES Score (Parental Education) | Standard Error 0.37 |
Early Life Adversity: Childhood Trauma
Assessed via the Childhood Trauma Questionnaire (a 28-item scale with three 5-item abuse subscales - physical, sexual, and emotional abuse - ranging from 5-25, with higher scores indicating higher childhood trauma)
Time frame: pre-intervention
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Screening & Enrollment | Early Life Adversity: Childhood Trauma | Emotional abuse score | 14.76 CTQ score | Standard Error 0.61 |
| Screening & Enrollment | Early Life Adversity: Childhood Trauma | Physical abuse score | 8.07 CTQ score | Standard Error 0.57 |
| Screening & Enrollment | Early Life Adversity: Childhood Trauma | Sexual abuse score | 6.88 CTQ score | Standard Error 0.6 |
| Coping | Early Life Adversity: Childhood Trauma | Emotional abuse score | 13.56 CTQ score | Standard Error 0.64 |
| Coping | Early Life Adversity: Childhood Trauma | Physical abuse score | 7.72 CTQ score | Standard Error 0.59 |
| Coping | Early Life Adversity: Childhood Trauma | Sexual abuse score | 7.10 CTQ score | Standard Error 0.62 |
Early Life Adversity: Domestic Violence
Early Life Adversity assessed via Adverse Childhood Experiences Survey (using a 5-item domestic violence subscale, ranging from 0-10, with higher scores indicating higher levels of domestic violence)
Time frame: pre-intervention
| Arm | Measure | Group | Value (COUNT_OF_PARTICIPANTS) |
|---|---|---|---|
| Screening & Enrollment | Early Life Adversity: Domestic Violence | ACES criminal behavior | 1 Participants |
| Screening & Enrollment | Early Life Adversity: Domestic Violence | ACES domestic violence | 10 Participants |
| Coping | Early Life Adversity: Domestic Violence | ACES criminal behavior | 4 Participants |
| Coping | Early Life Adversity: Domestic Violence | ACES domestic violence | 5 Participants |
Early Life Adversity: Emotional Neglect
Early Life Adversity assessed via the Childhood Experiences of Care and Abuse Inventory (a 16-item scale referencing mother and father figures, with an 8-item emotional neglect subscale ranging from 8-40, where higher scores indicate higher levels of emotional neglect)
Time frame: pre-intervention
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Screening & Enrollment | Early Life Adversity: Emotional Neglect | Mother figure neglect | 13.67 CECA-Q score | Standard Error 1.04 |
| Screening & Enrollment | Early Life Adversity: Emotional Neglect | Father figure neglect | 18.12 CECA-Q score | Standard Error 1.2 |
| Coping | Early Life Adversity: Emotional Neglect | Mother figure neglect | 10.51 CECA-Q score | Standard Error 1.08 |
| Coping | Early Life Adversity: Emotional Neglect | Father figure neglect | 17.15 CECA-Q score | Standard Error 1.25 |
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
Time frame: collected continuously for 8 weeks