Depression
Conditions
Keywords
single-session interventions
Brief summary
Most mental health problems emerge by age 14, often leading to chronic impairments and adverse impacts for individuals, families, and societies. Any action-focused path to reducing the need-to-access gap will require moving beyond the dominant settings, formats, and systems that have constrained intervention delivery to date. In a fully-online trial, youths ages 13-16 will be randomized to 1 of 3 self-administered single-session interventions (SSIs): a behavioral activation SSI, targeting behavioral MD symptoms; an SSI teaching growth mindset, targeting cognitive MD symptoms; or a control SSI. The investigators will test each SSI's relative benefits, versus the control, on depressive symptoms and proximal outcomes such as hopelessness. Results will reveal whether SSIs that were designed to address behavioral versus cognitive symptoms differentially benefit adolescents with elevated depressive symptoms.
Interventions
Online, 30-minute self-administered program for youth
Online, 30-minute self-administered program for youth
Online, 30-minute self-administered program for youth
Sponsors
Study design
Intervention model description
Participants will be randomized to the Behavioral Activation SSI (BA-SSI), Growth Mindset SSI (GM-SSI), or the Supportive Therapy SSI (ST-SSI; each 30 minutes in length).
Eligibility
Inclusion criteria
* are fluent in English * have consistent internet and computer/laptop/smartphone access * report elevated depressive symptoms (a score of \>2 on the Patient Health Questionnaire-2 item version \[PHQ-2\])
Exclusion criteria
* fail to meet the above-listed inclusion criteria * exit the study prior to condition randomization * respond with either copy/pasted responses from text earlier in the intervention to any of free response questions * obvious lack of English fluency in open response questions * responding with random text in open response questions * duplicate responses from the same individual in baseline or follow-up surveys We will also exclude for primary analyses (but may run sensitivity analyses including them) any participants who provide responses of fewer than 3 words to writing prompts that ask for at least 2 sentences or more.
Design outcomes
Primary
| Measure | Time frame | Description |
|---|---|---|
| Change in Adolescent Depressive Symptom Severity | Pre-SSI to 3-month follow-up | The Children's Depression Inventory (CDI) 2 - short form (CDI-SF) is a reliable, valid measure of youth depression severity, normed for youth age and sex and yielding raw scores ranging from 0-24, where higher scores indicate more severe symptoms of depression. |
Secondary
| Measure | Time frame | Description |
|---|---|---|
| Change in State Hope Scale - Pathways Subscale | Pre-SSI to Immediately Post-SSI; Pre-SSI to 3-month follow-up | The State Hope Scale - Pathways Subscale asks participants to rate 3 statements based on how they think about themselves right now. Participants rate the 3 statements on an 8 point scale ranging from 0 (Definitely False) to 7 (Definitely True). Total score ranges, reflecting the average across all items, range from 0-7, with higher scores representing more flexible/greater perceived pathways to solving one's problems. |
| Change in Beck Hopelessness Scale - 4 Item Version | Pre-SSI to Immediately Post-SSI; Pre-SSI to 3-month follow-up | 4 item version (BHS-4; referenced as 'How I Think Scale' in appended materials): This scale asks participants to rate 4 statements based on their sense of hopelessness. Participants rate the 4 statements on a 4 point scale ranging from 0 (Absolutely Disagree) to 3 (Absolutely Agree). Average scores across all items range from 0 to 3, with a higher score indicating greater levels of hopelessness. |
| Program Feedback Scale | Immediately Post-SSI only | The PFS asks youth to rate agreement with 7 statements indicating perceived acceptability of an SSI (e.g. I enjoyed the program) on a 5-point Likert scale (1=really disagree; 5=totally agree). A score of 3.5/5 or above on any given PFS item is interpreted as an acceptable rating on that item. Scores are calculated at the item-level, and higher scores reflect greater acceptability for each item. |
Other
| Measure | Time frame | Description |
|---|---|---|
| Perceived Socioeconomic and Social Status | Pre-SSI only | Immediately pre-intervention, participants will be asked to rate their perceived socioeconomic and social status using the two items from the MacArthur Scale of Subjective Social Status-Youth Version. Respondents indicate where they see themselves on a ladder with 10 rungs (range: 1 to 10 for both items, where 1 = families with most money/education/jobs and youth with highest respect/grades/social standing; 10 = families with least money/education/jobs and youth with lowest respect/grades/social standing). |
| Multidimensional Peer Victimization Scale | Pre-SSI only | The MVPS is a self-report scale assessing adolescents' experiences of peer victimization. This study will include the social manipulation, verbal victimization, and physical victimization scales, totaling 12 items (4 items per subscale). Higher scores on any given subscale indicate more frequent victimization of specific type. Adolescents rate how often peers have victimized them in various ways in the past year (e.g. called me names; tried to turn my friends against me). |
| UCLA Loneliness Scale | Pre-SSI only | The ULS is a widely used self-report scale of loneliness in adolescents. The brief 8-item version will be used here. Adolescents rate agreement with 8 items reflecting loneliness (e.g. I feel left out; I feel isolated from others). Higher summed-scores across all 8 items reflect higher levels of loneliness. The ULS has shown adequate reliability and validity in adolescent samples. |
| Self-Referential Encoding Task (SRET) | Pre-SSI | The SRET is a web-based behavioral measure of self-referent information processing biases that assesses judgements of self-descriptiveness, response latencies and free recall of emotionally valanced stimuli. Participants make decisions about whether positive and negative adjectives are self-descriptive. Participants view various adjectives (26 positive adjectives, 26 negative adjectives) one at a time and make rapid judgments about whether or not each word presented described themselves following word offset. Participants will be told to use the Q or P keys on their keyboard to answer whether the word described them or not. Each trial will be followed by a 1,500 ms intertrial interval. |
| Discrimination | Pre-SSI | The Expanded Everyday Discrimination Scale will be measured pre-intervention to gauge the levels of relatively minor, every-day, chronic discrimination experienced by participants. The original scale (Williams et al., 1997) asks participants, In your day-to-day life, how often do any of the following things happen to you? for 9 items (e.g. you are treated with less courtesy than other people are) on a 5-point Likert scale (1= never; 6 = almost every day). These items assess the participant's observations about how others treat and act around them on a daily basis. The expanded version of this scale includes a 10th item, You are followed around in stores. Scores on the Expanded Everyday Discrimination Scale range from 10-60, with higher scores indicating higher levels of chronic discrimination experienced by participants. Respondents are also asked to identify what they believe to be the main reason(s) for these experiences (e.g. gender, race, age, etc.). |
| Generalized Anxiety Disorder 7 (GAD-7) | Pre-SSI | The GAD-7 measures the severity of clinical anxiety symptoms, based on diagnostic criteria for generalized anxiety disorder. The GAD-7 includes 7 items asking respondents how often, during the last 2 weeks, they were bothered by each of 7 anxiety symptoms. Response options are not at all, several days, more than half the days, and nearly every day, scored as 0, 1, 2, and 3, respectively; thus total sum-scores may range from 0-21 and average scores from 0 to 3. |
| Change in Behavioral Activation for Depression Scale - Short Form | Pre-SSI to 3-month follow-up | Youths' approach versus disengagement from rewarding activities will be assessed via the BADS-SF, a 9-item self-report questionnaire with strong reliability, predictive validity, and sensitivity to change following BA for adolescent depression symptoms. The BADS-SF has two subscales, both of relevance to this study: Activation (goal-directed engagement in rewarding activities) and Avoidance (engagement in rumination and avoidance rather than active coping). |
| Change in COVID-19-related Trauma Symptoms | Pre-SSI to 3-month follow-up | The Child Trauma Screen-Reaction Scale (CTS-RS) is a reliable, valid self-report measure of youth traumatic stress symptom severity, including event-related somatic symptoms, intrusive memories, avoidance, sleep problems, and mood and behavioral changes. For this study, instructions will read: For many kids and teens, the COVID-19 (or 'coronavirus') pandemic has been scary or very upsetting. Sometimes, events that are scary or upsetting can affect how people think, feel, and act. The next questions ask how you have been feeling and thinking recently. Youth will rate 6 statements describing traumatic stress symptoms (e.g., 'strong feelings in your body when you think about COVID-19 (sweating, heart beats fast, feel sick)') according to their frequency over the past 30 days (Never/Rarely; 1-2 times in the past month; 1-2 times in the past week; 3+ times per week). |
| Disordered Eating | Pre-SSI to 3-month follow-up | Disordered eating behaviors will be measured at pre-intervention and 3-month follow-up using The Dietary Restriction Screener. The DRS-2 is a 9-item measure evaluating restrictive eating, bingeing, and purging behaviors in participants. 6 items ask participants whether or not they have engaged in restrictive eating, bingeing, or purging behaviors in the past year or in the past 3 months (0 = no; 1 = yes). The other 3 items assess the frequency of these behaviors over the past 28 days. |
| Adverse Childhood Experiences (ACEs) Scale | Pre-SSI only | The ACEs questionnaire asks about exposure to violence, childhood emotional, physical, or sexual abuse, and household dysfunction during childhood. ACEs have shown robust associations with a range of adverse health and behavioral outcomes across the lifespan \[yes/no\]. Questions asked in this measure include: At any point since you were born… 1. Did you often or very often feel that… No one in your family loved you or thought you were important or special? or Your family didn't look out for each other, feel close to each other, or support each other? 2. Were your parents ever separated or divorced? 3. Did you live with anyone who was a problem drinker or alcoholic, or who used street drugs? 4. Was a household member depressed or mentally ill, or did a household member attempt suicide? 5. Did a household member go to prison? |
| Brief Screener for Tobacco, Alcohol, and Other Drugs (BSTAD) | Pre-SSI only | The BSTAD questionnaire asks respondents to report retrospectively on their personal and friends' tobacco and drug use over the past year the past year (yes/no), including questions about how frequently (in days) the respondent recalls using alcohol, tobacco, and other drugs. |
| Perceived Pre-to-post SSI Change Items | Immediately Post-SSI only | Participants rate their perceived changes in levels of pre- to post-SSI hopelessness and ability to solve problems. The questions are: Compared to before doing this activity, to what extent are you feeling hopeless right now? (Response options: much more hopeless = -2; a little more hopeless = -1; the same amount of hopeless = 0; a little less hopeless = 1; a lot less hopeless = 2). Compared to before doing this activity, to what extent are you able to solve the problems facing you right now? (Response options: Much less able to solve problems = -2; a little less able to solve problems = -1; the same amount able to solve problems = 0; a little more able to solve problems = 1; a lot more able to solve problems = 2) |
| COVID-19-related Stressors | Pre-SSI only | Youths will self-report perceived family social status related to the COVID-19 pandemic began (ie current perceived family social status), along with which among several COVID-19-related challenges they have faced (e.g., parent has lost job; school has closed; less contact with friends; know someone who was sick with COVID-19; more conflict at home; feel bored/restless; other \[free response\]). Item choices will be adapted from those included in the CDC's publicly-available item bank for research on COVID-19. |
| Change in Self-Injurious Thoughts and Behaviors Interview-Short Form (SITBI-SF) | Pre-SSI to 3-month follow-up | Four items from a self-report version of the SITBI-SF were used to assess lifetime history of suicide ideation, suicide attempts, and deliberate self-harm. The SITBI-SF is a widely used measure of the continuum of suicidality and self-harm and has demonstrated high test-retest reliability, high internal consistency, and moderate-to-high concurrent validity. Score range for this measure can range widely (per wide variation in instances of self-harming behaviors across one's lifetime); thus, we anticipate a minimum score of 0 and are unable to predict the top (maximum) score. |
| Change in Implicit Personality Theory Questionnaire | Pre-SSI, Immediately Post-SSI | The IPTQ asks youth to rate the extent of their agreement with three statements linked to the malleability of personality, using a 1-to-7 Likert scale (e.g. Your personality is something about you that you can't change very much.) Higher mean scores (range: 1-7) on these three items indicate a stronger fixed personality mindset, lower scores, a stronger growth personality mindset. |
| Demographic Questions | Pre-SSI only | Participants will be asked to report demographic information including age, sex assigned at birth, gender identity, primary language, school grade, race/ethnicity, sexual/romantic attraction, experiences, and orientation, and zip code. This measure will also assess mental health treatment history and pubertal status. |
Countries
United States
Participant flow
Participants by arm
| Arm | Count |
|---|---|
| Supportive Therapy SSI (ST-SSI) The web-based supportive therapy (ST-SSI) intervention, called the Sharing Feelings Intervention, is designed to mimic supportive therapy (ST). The goals of the ST intervention are to encourage participants to identify and express feelings to close others; the intervention does not teach or emphasize specific skills or beliefs. In previous clinical trials, ST has resulted in significantly fewer reductions in youth internalizing problems compared to cognitive-behavioral and growth mindset interventions. The ST-SSI is designed to control for nonspecific aspects of intervention, including engagement in a computer program. It includes the same number of reading and writing activities as the other SSIs.
Supportive Therapy SSI: Online, 30-minute self-administered program for youth | 818 |
| Behavioral Activation SSI (BA-SSI) The BA-SSI include 5 elements: (1) An introduction to the program's rationale: that engaging in value-based activities can combat sad mood and low self-esteem; (2) Psychoeducation about depression, including how behavior shapes feelings and thoughts; (3) A life values assessment, where youth identify key areas from which they draw enjoyment and meaning; (4) Creation of an activity hierarchy, where youth identify and personalize (in guided exercises) 3 activities to target for change; and (5) An exercise in which youths write about benefits that might result from engaging in each activity; an obstacle that might keep them from doing the activities; and a strategy for overcoming identified obstacles.
Behavioral Activation SSI: Online, 30-minute self-administered program for youth | 821 |
| Growth Mindset SSI (GM-SSI) Program includes: An introduction to the brain and a lesson on neuroplasticity; Testimonials from older youths who describe their views that traits are malleable Further stories by older youths, describing times when they used growth mindsets to persevere during social/emotional setbacks; Study summaries noting how/why personality can change; And an exercise in which youths write notes to younger students, using scientific information to explain people's capacity for change.
Growth Mindset SSI: Online, 30-minute self-administered program for youth | 813 |
| Total | 2,452 |
Baseline characteristics
| Characteristic | Total | Supportive Therapy SSI (ST-SSI) | Behavioral Activation SSI (BA-SSI) | Growth Mindset SSI (GM-SSI) |
|---|---|---|---|---|
| Age, Categorical <=18 years | 2452 Participants | 818 Participants | 821 Participants | 813 Participants |
| Age, Categorical >=65 years | 0 Participants | 0 Participants | 0 Participants | 0 Participants |
| Age, Categorical Between 18 and 65 years | 0 Participants | 0 Participants | 0 Participants | 0 Participants |
| Race/Ethnicity, Customized American Indian/Alaska Native | 92 Participants | 36 Participants | 27 Participants | 29 Participants |
| Race/Ethnicity, Customized Asian | 310 Participants | 101 Participants | 109 Participants | 100 Participants |
| Race/Ethnicity, Customized Black | 257 Participants | 85 Participants | 84 Participants | 88 Participants |
| Race/Ethnicity, Customized Hispanic | 471 Participants | 159 Participants | 164 Participants | 148 Participants |
| Race/Ethnicity, Customized Native Hawaiian/Pacific Islander | 39 Participants | 14 Participants | 11 Participants | 14 Participants |
| Race/Ethnicity, Customized Other | 47 Participants | 19 Participants | 17 Participants | 11 Participants |
| Race/Ethnicity, Customized Prefer not to say | 24 Participants | 9 Participants | 5 Participants | 10 Participants |
| Race/Ethnicity, Customized White | 1632 Participants | 546 Participants | 536 Participants | 550 Participants |
| Region of Enrollment United States | 2452 participants | 818 participants | 821 participants | 813 participants |
| Sex/Gender, Customized Female | 2160 Participants | 723 Participants | 718 Participants | 719 Participants |
| Sex/Gender, Customized Male | 251 Participants | 87 Participants | 86 Participants | 78 Participants |
| Sex/Gender, Customized Other | 21 Participants | 2 Participants | 12 Participants | 7 Participants |
| Sex/Gender, Customized Prefer not to say | 20 Participants | 6 Participants | 5 Participants | 9 Participants |
Adverse events
| Event type | EG000 affected / at risk | EG001 affected / at risk | EG002 affected / at risk |
|---|---|---|---|
| deaths Total, all-cause mortality | 0 / 818 | 0 / 821 | 0 / 813 |
| other Total, other adverse events | 0 / 818 | 0 / 821 | 0 / 813 |
| serious Total, serious adverse events | 0 / 818 | 0 / 821 | 0 / 813 |
Outcome results
Change in Adolescent Depressive Symptom Severity
The Children's Depression Inventory (CDI) 2 - short form (CDI-SF) is a reliable, valid measure of youth depression severity, normed for youth age and sex and yielding raw scores ranging from 0-24, where higher scores indicate more severe symptoms of depression.
Time frame: Pre-SSI to 3-month follow-up
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Supportive Therapy SSI (ST-SSI) | Change in Adolescent Depressive Symptom Severity | Pre-Intervention CDI-II Score | 14.31 Score on a scale | Standard Deviation 4.12 |
| Supportive Therapy SSI (ST-SSI) | Change in Adolescent Depressive Symptom Severity | 3-month follow up CDI-II score | 12.57 Score on a scale | Standard Deviation 4.97 |
| Behavioral Activation SSI (BA-SSI) | Change in Adolescent Depressive Symptom Severity | Pre-Intervention CDI-II Score | 14.15 Score on a scale | Standard Deviation 4.06 |
| Behavioral Activation SSI (BA-SSI) | Change in Adolescent Depressive Symptom Severity | 3-month follow up CDI-II score | 11.47 Score on a scale | Standard Deviation 5.04 |
| Growth Mindset SSI (GM-SSI) | Change in Adolescent Depressive Symptom Severity | Pre-Intervention CDI-II Score | 14.22 Score on a scale | Standard Deviation 4.13 |
| Growth Mindset SSI (GM-SSI) | Change in Adolescent Depressive Symptom Severity | 3-month follow up CDI-II score | 11.58 Score on a scale | Standard Deviation 5.08 |
Change in Beck Hopelessness Scale - 4 Item Version
4 item version (BHS-4; referenced as 'How I Think Scale' in appended materials): This scale asks participants to rate 4 statements based on their sense of hopelessness. Participants rate the 4 statements on a 4 point scale ranging from 0 (Absolutely Disagree) to 3 (Absolutely Agree). Average scores across all items range from 0 to 3, with a higher score indicating greater levels of hopelessness.
Time frame: Pre-SSI to Immediately Post-SSI; Pre-SSI to 3-month follow-up
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Supportive Therapy SSI (ST-SSI) | Change in Beck Hopelessness Scale - 4 Item Version | Pre-intervention | 1.71 Score on a scale | Standard Deviation 0.76 |
| Supportive Therapy SSI (ST-SSI) | Change in Beck Hopelessness Scale - 4 Item Version | 3-month follow up | 1.51 Score on a scale | Standard Deviation 0.82 |
| Supportive Therapy SSI (ST-SSI) | Change in Beck Hopelessness Scale - 4 Item Version | Post-intervention | 1.36 Score on a scale | Standard Deviation 0.75 |
| Behavioral Activation SSI (BA-SSI) | Change in Beck Hopelessness Scale - 4 Item Version | Pre-intervention | 1.72 Score on a scale | Standard Deviation 0.77 |
| Behavioral Activation SSI (BA-SSI) | Change in Beck Hopelessness Scale - 4 Item Version | Post-intervention | 1.22 Score on a scale | Standard Deviation 0.73 |
| Behavioral Activation SSI (BA-SSI) | Change in Beck Hopelessness Scale - 4 Item Version | 3-month follow up | 1.37 Score on a scale | Standard Deviation 0.8 |
| Growth Mindset SSI (GM-SSI) | Change in Beck Hopelessness Scale - 4 Item Version | 3-month follow up | 1.39 Score on a scale | Standard Deviation 0.83 |
| Growth Mindset SSI (GM-SSI) | Change in Beck Hopelessness Scale - 4 Item Version | Post-intervention | 1.21 Score on a scale | Standard Deviation 0.72 |
| Growth Mindset SSI (GM-SSI) | Change in Beck Hopelessness Scale - 4 Item Version | Pre-intervention | 1.72 Score on a scale | Standard Deviation 0.76 |
Change in State Hope Scale - Pathways Subscale
The State Hope Scale - Pathways Subscale asks participants to rate 3 statements based on how they think about themselves right now. Participants rate the 3 statements on an 8 point scale ranging from 0 (Definitely False) to 7 (Definitely True). Total score ranges, reflecting the average across all items, range from 0-7, with higher scores representing more flexible/greater perceived pathways to solving one's problems.
Time frame: Pre-SSI to Immediately Post-SSI; Pre-SSI to 3-month follow-up
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Supportive Therapy SSI (ST-SSI) | Change in State Hope Scale - Pathways Subscale | 3-month follow up | 4.89 Score on a scale | Standard Deviation 1.64 |
| Supportive Therapy SSI (ST-SSI) | Change in State Hope Scale - Pathways Subscale | Post-intervention | 5.26 Score on a scale | Standard Deviation 1.52 |
| Supportive Therapy SSI (ST-SSI) | Change in State Hope Scale - Pathways Subscale | Pre-intervention | 3.88 Score on a scale | Standard Deviation 1.39 |
| Behavioral Activation SSI (BA-SSI) | Change in State Hope Scale - Pathways Subscale | Pre-intervention | 3.93 Score on a scale | Standard Deviation 1.4 |
| Behavioral Activation SSI (BA-SSI) | Change in State Hope Scale - Pathways Subscale | Post-intervention | 5.68 Score on a scale | Standard Deviation 1.43 |
| Behavioral Activation SSI (BA-SSI) | Change in State Hope Scale - Pathways Subscale | 3-month follow up | 5.06 Score on a scale | Standard Deviation 1.63 |
| Growth Mindset SSI (GM-SSI) | Change in State Hope Scale - Pathways Subscale | 3-month follow up | 5.17 Score on a scale | Standard Deviation 1.65 |
| Growth Mindset SSI (GM-SSI) | Change in State Hope Scale - Pathways Subscale | Post-intervention | 5.50 Score on a scale | Standard Deviation 1.48 |
| Growth Mindset SSI (GM-SSI) | Change in State Hope Scale - Pathways Subscale | Pre-intervention | 3.96 Score on a scale | Standard Deviation 1.44 |
Program Feedback Scale
The PFS asks youth to rate agreement with 7 statements indicating perceived acceptability of an SSI (e.g. I enjoyed the program) on a 5-point Likert scale (1=really disagree; 5=totally agree). A score of 3.5/5 or above on any given PFS item is interpreted as an acceptable rating on that item. Scores are calculated at the item-level, and higher scores reflect greater acceptability for each item.
Time frame: Immediately Post-SSI only
Population: Mean item-level scores ranging from 1-5 are reported for each of 7 PFS items. Items were administered at post-intervention only.
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Supportive Therapy SSI (ST-SSI) | Program Feedback Scale | PFS Item 1: Enjoyed Program | 3.80 score on a scale | Standard Deviation 0.79 |
| Supportive Therapy SSI (ST-SSI) | Program Feedback Scale | PFS item 7: I agree with the program's message | 4.50 score on a scale | Standard Deviation 0.62 |
| Supportive Therapy SSI (ST-SSI) | Program Feedback Scale | PFS item 2: Understood Program | 4.54 score on a scale | Standard Deviation 0.56 |
| Supportive Therapy SSI (ST-SSI) | Program Feedback Scale | PFS Item 3: Program was Easy to Use | 4.46 score on a scale | Standard Deviation 0.64 |
| Supportive Therapy SSI (ST-SSI) | Program Feedback Scale | PFS Item 4: I tried my hardest on the program | 4.45 score on a scale | Standard Deviation 0.65 |
| Supportive Therapy SSI (ST-SSI) | Program Feedback Scale | PFS item 6: I would recommend this program to a friend | 3.97 score on a scale | Standard Deviation 0.95 |
| Supportive Therapy SSI (ST-SSI) | Program Feedback Scale | PFS item 5: This program would be helpful to other kids | 4.24 score on a scale | Standard Deviation 0.81 |
| Behavioral Activation SSI (BA-SSI) | Program Feedback Scale | PFS item 6: I would recommend this program to a friend | 4.12 score on a scale | Standard Deviation 0.89 |
| Behavioral Activation SSI (BA-SSI) | Program Feedback Scale | PFS item 2: Understood Program | 4.46 score on a scale | Standard Deviation 0.49 |
| Behavioral Activation SSI (BA-SSI) | Program Feedback Scale | PFS Item 3: Program was Easy to Use | 4.42 score on a scale | Standard Deviation 0.59 |
| Behavioral Activation SSI (BA-SSI) | Program Feedback Scale | PFS item 7: I agree with the program's message | 4.54 score on a scale | Standard Deviation 0.57 |
| Behavioral Activation SSI (BA-SSI) | Program Feedback Scale | PFS Item 4: I tried my hardest on the program | 4.42 score on a scale | Standard Deviation 0.69 |
| Behavioral Activation SSI (BA-SSI) | Program Feedback Scale | PFS Item 1: Enjoyed Program | 3.93 score on a scale | Standard Deviation 0.73 |
| Behavioral Activation SSI (BA-SSI) | Program Feedback Scale | PFS item 5: This program would be helpful to other kids | 4.30 score on a scale | Standard Deviation 0.76 |
| Growth Mindset SSI (GM-SSI) | Program Feedback Scale | PFS Item 1: Enjoyed Program | 3.83 score on a scale | Standard Deviation 0.77 |
| Growth Mindset SSI (GM-SSI) | Program Feedback Scale | PFS item 7: I agree with the program's message | 4.47 score on a scale | Standard Deviation 0.7 |
| Growth Mindset SSI (GM-SSI) | Program Feedback Scale | PFS item 2: Understood Program | 4.48 score on a scale | Standard Deviation 0.64 |
| Growth Mindset SSI (GM-SSI) | Program Feedback Scale | PFS item 6: I would recommend this program to a friend | 3.93 score on a scale | Standard Deviation 1 |
| Growth Mindset SSI (GM-SSI) | Program Feedback Scale | PFS Item 4: I tried my hardest on the program | 4.45 score on a scale | Standard Deviation 0.67 |
| Growth Mindset SSI (GM-SSI) | Program Feedback Scale | PFS Item 3: Program was Easy to Use | 4.48 score on a scale | Standard Deviation 0.64 |
| Growth Mindset SSI (GM-SSI) | Program Feedback Scale | PFS item 5: This program would be helpful to other kids | 4.20 score on a scale | Standard Deviation 0.83 |
Adverse Childhood Experiences (ACEs) Scale
The ACEs questionnaire asks about exposure to violence, childhood emotional, physical, or sexual abuse, and household dysfunction during childhood. ACEs have shown robust associations with a range of adverse health and behavioral outcomes across the lifespan \[yes/no\]. Questions asked in this measure include: At any point since you were born… 1. Did you often or very often feel that… No one in your family loved you or thought you were important or special? or Your family didn't look out for each other, feel close to each other, or support each other? 2. Were your parents ever separated or divorced? 3. Did you live with anyone who was a problem drinker or alcoholic, or who used street drugs? 4. Was a household member depressed or mentally ill, or did a household member attempt suicide? 5. Did a household member go to prison?
Time frame: Pre-SSI only
Brief Screener for Tobacco, Alcohol, and Other Drugs (BSTAD)
The BSTAD questionnaire asks respondents to report retrospectively on their personal and friends' tobacco and drug use over the past year the past year (yes/no), including questions about how frequently (in days) the respondent recalls using alcohol, tobacco, and other drugs.
Time frame: Pre-SSI only
Change in Behavioral Activation for Depression Scale - Short Form
Youths' approach versus disengagement from rewarding activities will be assessed via the BADS-SF, a 9-item self-report questionnaire with strong reliability, predictive validity, and sensitivity to change following BA for adolescent depression symptoms. The BADS-SF has two subscales, both of relevance to this study: Activation (goal-directed engagement in rewarding activities) and Avoidance (engagement in rumination and avoidance rather than active coping).
Time frame: Pre-SSI to 3-month follow-up
Change in COVID-19-related Trauma Symptoms
The Child Trauma Screen-Reaction Scale (CTS-RS) is a reliable, valid self-report measure of youth traumatic stress symptom severity, including event-related somatic symptoms, intrusive memories, avoidance, sleep problems, and mood and behavioral changes. For this study, instructions will read: For many kids and teens, the COVID-19 (or 'coronavirus') pandemic has been scary or very upsetting. Sometimes, events that are scary or upsetting can affect how people think, feel, and act. The next questions ask how you have been feeling and thinking recently. Youth will rate 6 statements describing traumatic stress symptoms (e.g., 'strong feelings in your body when you think about COVID-19 (sweating, heart beats fast, feel sick)') according to their frequency over the past 30 days (Never/Rarely; 1-2 times in the past month; 1-2 times in the past week; 3+ times per week).
Time frame: Pre-SSI to 3-month follow-up
Change in Implicit Personality Theory Questionnaire
The IPTQ asks youth to rate the extent of their agreement with three statements linked to the malleability of personality, using a 1-to-7 Likert scale (e.g. Your personality is something about you that you can't change very much.) Higher mean scores (range: 1-7) on these three items indicate a stronger fixed personality mindset, lower scores, a stronger growth personality mindset.
Time frame: Pre-SSI, Immediately Post-SSI
Change in Self-Injurious Thoughts and Behaviors Interview-Short Form (SITBI-SF)
Four items from a self-report version of the SITBI-SF were used to assess lifetime history of suicide ideation, suicide attempts, and deliberate self-harm. The SITBI-SF is a widely used measure of the continuum of suicidality and self-harm and has demonstrated high test-retest reliability, high internal consistency, and moderate-to-high concurrent validity. Score range for this measure can range widely (per wide variation in instances of self-harming behaviors across one's lifetime); thus, we anticipate a minimum score of 0 and are unable to predict the top (maximum) score.
Time frame: Pre-SSI to 3-month follow-up
COVID-19-related Stressors
Youths will self-report perceived family social status related to the COVID-19 pandemic began (ie current perceived family social status), along with which among several COVID-19-related challenges they have faced (e.g., parent has lost job; school has closed; less contact with friends; know someone who was sick with COVID-19; more conflict at home; feel bored/restless; other \[free response\]). Item choices will be adapted from those included in the CDC's publicly-available item bank for research on COVID-19.
Time frame: Pre-SSI only
Demographic Questions
Participants will be asked to report demographic information including age, sex assigned at birth, gender identity, primary language, school grade, race/ethnicity, sexual/romantic attraction, experiences, and orientation, and zip code. This measure will also assess mental health treatment history and pubertal status.
Time frame: Pre-SSI only
Discrimination
The Expanded Everyday Discrimination Scale will be measured pre-intervention to gauge the levels of relatively minor, every-day, chronic discrimination experienced by participants. The original scale (Williams et al., 1997) asks participants, In your day-to-day life, how often do any of the following things happen to you? for 9 items (e.g. you are treated with less courtesy than other people are) on a 5-point Likert scale (1= never; 6 = almost every day). These items assess the participant's observations about how others treat and act around them on a daily basis. The expanded version of this scale includes a 10th item, You are followed around in stores. Scores on the Expanded Everyday Discrimination Scale range from 10-60, with higher scores indicating higher levels of chronic discrimination experienced by participants. Respondents are also asked to identify what they believe to be the main reason(s) for these experiences (e.g. gender, race, age, etc.).
Time frame: Pre-SSI
Disordered Eating
Disordered eating behaviors will be measured at pre-intervention and 3-month follow-up using The Dietary Restriction Screener. The DRS-2 is a 9-item measure evaluating restrictive eating, bingeing, and purging behaviors in participants. 6 items ask participants whether or not they have engaged in restrictive eating, bingeing, or purging behaviors in the past year or in the past 3 months (0 = no; 1 = yes). The other 3 items assess the frequency of these behaviors over the past 28 days.
Time frame: Pre-SSI to 3-month follow-up
Generalized Anxiety Disorder 7 (GAD-7)
The GAD-7 measures the severity of clinical anxiety symptoms, based on diagnostic criteria for generalized anxiety disorder. The GAD-7 includes 7 items asking respondents how often, during the last 2 weeks, they were bothered by each of 7 anxiety symptoms. Response options are not at all, several days, more than half the days, and nearly every day, scored as 0, 1, 2, and 3, respectively; thus total sum-scores may range from 0-21 and average scores from 0 to 3.
Time frame: Pre-SSI
Multidimensional Peer Victimization Scale
The MVPS is a self-report scale assessing adolescents' experiences of peer victimization. This study will include the social manipulation, verbal victimization, and physical victimization scales, totaling 12 items (4 items per subscale). Higher scores on any given subscale indicate more frequent victimization of specific type. Adolescents rate how often peers have victimized them in various ways in the past year (e.g. called me names; tried to turn my friends against me).
Time frame: Pre-SSI only
Perceived Pre-to-post SSI Change Items
Participants rate their perceived changes in levels of pre- to post-SSI hopelessness and ability to solve problems. The questions are: Compared to before doing this activity, to what extent are you feeling hopeless right now? (Response options: much more hopeless = -2; a little more hopeless = -1; the same amount of hopeless = 0; a little less hopeless = 1; a lot less hopeless = 2). Compared to before doing this activity, to what extent are you able to solve the problems facing you right now? (Response options: Much less able to solve problems = -2; a little less able to solve problems = -1; the same amount able to solve problems = 0; a little more able to solve problems = 1; a lot more able to solve problems = 2)
Time frame: Immediately Post-SSI only
Perceived Socioeconomic and Social Status
Immediately pre-intervention, participants will be asked to rate their perceived socioeconomic and social status using the two items from the MacArthur Scale of Subjective Social Status-Youth Version. Respondents indicate where they see themselves on a ladder with 10 rungs (range: 1 to 10 for both items, where 1 = families with most money/education/jobs and youth with highest respect/grades/social standing; 10 = families with least money/education/jobs and youth with lowest respect/grades/social standing).
Time frame: Pre-SSI only
Self-Referential Encoding Task (SRET)
The SRET is a web-based behavioral measure of self-referent information processing biases that assesses judgements of self-descriptiveness, response latencies and free recall of emotionally valanced stimuli. Participants make decisions about whether positive and negative adjectives are self-descriptive. Participants view various adjectives (26 positive adjectives, 26 negative adjectives) one at a time and make rapid judgments about whether or not each word presented described themselves following word offset. Participants will be told to use the Q or P keys on their keyboard to answer whether the word described them or not. Each trial will be followed by a 1,500 ms intertrial interval.
Time frame: Pre-SSI
UCLA Loneliness Scale
The ULS is a widely used self-report scale of loneliness in adolescents. The brief 8-item version will be used here. Adolescents rate agreement with 8 items reflecting loneliness (e.g. I feel left out; I feel isolated from others). Higher summed-scores across all 8 items reflect higher levels of loneliness. The ULS has shown adequate reliability and validity in adolescent samples.
Time frame: Pre-SSI only