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| ID | Type | Description | Link |
|---|---|---|---|
| R44MH121219 | U.S. NIH Grant/Contract | View source |
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Grant termination without continuation.
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| Name | Class |
|---|---|
| University of California, Irvine | OTHER |
| National Institute of Mental Health (NIMH) | NIH |
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The goal of this pilot study is to examine the feasibility of the prototype C-STRESS app with 3 college students from UCI with clinically significant depression (scored ≥ 10 on the Patient Health Questionnaire-9). The main question it aims to answer is: whether the prototype C-STRESS is useful for college students to manage daily stress and depression symptoms.
Participants were asked to use the C-STRESS app daily for 6 weeks to participate in CBCT lessons, watch guided meditation videos, complete short reflective exercises, and engage with other content provided in C-STRESS (i.e., attending drop-in sessions, journaling, completing mood and wellbeing check-ins, and reading educational articles on depression, anxiety, and stress). At the end of week 3 and 6, participants completed 6 online surveys (System Usability Scale, Technology Acceptance Model, Patient Health Questionnaire-9, General Anxiety Disorder-7, Health Related Quality of Life-4, and Brief-COPE) to assess C-STRESS's usability/feasibility and changes in depressive symptoms and coping styles over the study period.
More than half of U.S. college students experience significant symptoms of depression, anxiety or stress, and three-fourths of these college students do not obtain professional help due to overburdened mental health services at universities and colleges. Prevalence of mental disorders and inadequate utilization of mental health services is a particularly severe problem for minority students and community college students. Cognitively Based Compassion Training (CBCT) has been administered to a variety of populations, including college students (undergraduate students, medical school students) and younger adolescents in prior completed studies, that collectively showed that CBCT can significantly strengthen cognitive resilience to stress and substantially reduce depressive symptoms, stress-associated systemic inflammation, improve emotional regulation (including impulse control) and mindfulness; increase compassion, and improve empathetic accuracy (measured by fMRI) - a critical skill that aims at cultivating relationships and connection to others. Currently, as a face-to-face program, CBCT certification at Emory takes 1 year to complete, and there are only 48 CBCT instructors. Due to the course duration, location, and time-intensive requirement for certification, CBCT has limited reach and scalability in its current instructional model despite growing demands.
The research team developed C-STRESS, a digital treatment intervention that leverages CBCT to improve the mental health of college students. C-STRESS adapts the traditional intervention modality (face-to-face) of CBCT in the form of micro-learning and provides personalization options including virtual companions and an animated visual cue of growing a garden to promote student engagement. Using co-design sessions with college students, the research team developed other features in C-STRESS to address the target population's needs when it comes to using a mobile app for mental health care, including an audiovisual library of guided meditation and resources, journaling, virtual drop-ins with CBCT instructors, mood and wellbeing tracking, and crisis helpline.
The research team recruited an independent convenience sample of 3 UCI undergraduate and graduate students to pilot test the initial content (introduction and modules 0-3) of the prototype C-STRESS mobile application. Participants completed measures via REDCap. Once enrolled, participants met with a member of the research team via Zoom to a) download the prototype app, b) complete app orientation (eg. indicate reason(s) for using the app, indicate color scheme & frequency of notification preferences, select avatar if desired, etc.), c) begin to explore the app and its functionality with a research team member available to provide technical assistance, and d) complete the System Usability Scale and Technology Acceptance Model questionnaires via REDCap survey link. After the app orientation, participants were asked to use the prototype C-STRESS application at least once per day for 6 weeks. Daily usage ranged from approximately 2 minutes (opening the app and performing a one-minute meditation) to as much time as the participant desires (opening the app, completing available content, and unlimited meditation/reflection/journaling, etc. multiple times per day). At the end of week 3 (timepoint 1) and week 6 (timepoint 2), the participants were asked to complete measures via REDCap survey to assess C-STRESS's usability/feasibility and changes in depressive symptoms and coping styles over the 6-week study period.
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| Name | Type | Description | Arm Group Labels | Other Names |
|---|---|---|---|---|
| C-STRESS | Device | Participants were asked to use the C-STRESS app daily for 6 weeks to participate in Cognitively Based Compassion Training (CBCT) lessons, watch guided meditation videos, complete short reflective exercises, and engage with other content provided in C-STRESS (i.e., attending drop-in sessions, journaling, completing mood and wellbeing check-ins, and reading educational articles on depression, anxiety, and stress) |
| Measure | Description | Time Frame |
|---|---|---|
| Change From Baseline System Usability Scale Scores at Week 3 and Week 6 | The System Usability Scale (SUS) is a reliable assessment tool for evaluating the perceived usability and ease of use of a product or service. The scale comprises ten questions, each with five possible responses, ranging from 1 (Strongly disagree) to 5 (Strongly agree). The participant's response to each question is converted to a score, added together and then multiplied by 2.5 to convert their original responses to a score of 0-100. A higher score indicates higher perceived usability and ease of use of a product or service. SUS was assessed at both the baseline and week 3. However, there was no assessment of SUS in week 6 due to grant termination. | Baseline, week 3 |
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Inclusion Criteria:
Exclusion Criteria:
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| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| UCI | Irvine | California | 92697 | United States |
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All participants were assigned to the C-STRESS arm. Participants who reported active suicidal ideation and female students who self-reported pregnant or plans to become pregnant within the next 3 months were excluded.
Participants were recruited via print, email, or electronic posting of flyer on UCI websites or affiliated social media and locations in and around UCI campus from March 16 to May 31, 2022. All three participants were enrolled on May 04, 2022. Due to grant termination, final collection of data for the primary outcome was on May 25, 2022, which allowed us to collect data at baseline and week 3, but not perform data collection at week 6 due to grant termination.
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| ID | Title | Description |
|---|---|---|
| FG000 | C-STRESS | Participants were asked to use the C-STRESS app daily for 6 weeks to participate in Cognitively Based Compassion Training (CBCT) lessons, watch guided meditation videos, complete short reflective exercises, and engage with other content provided in C-STRESS (i.e., attending drop-in sessions, journaling, completing mood and wellbeing check-ins, and reading educational articles on depression, anxiety, and stress) |
| Title | Milestones | Reasons Not Completed | ||||||||||||||||||||||||
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| Overall Study |
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| ID | Title | Description |
|---|---|---|
| BG000 | C-STRESS | Participants were asked to use the C-STRESS app daily for 6 weeks to participate in CBCT lessons, watch guided meditation videos, complete short reflective exercises, and engage with other content provided in C-STRESS (i.e., attending drop-in sessions, journaling, completing mood and wellbeing check-ins, and reading educational articles on depression, anxiety, and stress) |
| Units | Counts |
|---|---|
| Participants |
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| Title | Description | Population Description | Parameter Type | Dispersion Type | Unit of Measure | Calculate Percentage | Denominator Units Selected | Denominators | Classes |
|---|---|---|---|---|---|---|---|---|---|
| Age, Continuous | Mean |
| Type | Title | Description | Population Description | Reporting Status | Anticipated Posting Date | Parameter Type | Dispersion Type | Unit of Measure | Calculate Percentage | Time Frame | Units Analyzed | Denominator Units Selected | Arm/Group Information | Denominators | Classes | Analyses | |||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Primary | Change From Baseline System Usability Scale Scores at Week 3 and Week 6 | The System Usability Scale (SUS) is a reliable assessment tool for evaluating the perceived usability and ease of use of a product or service. The scale comprises ten questions, each with five possible responses, ranging from 1 (Strongly disagree) to 5 (Strongly agree). The participant's response to each question is converted to a score, added together and then multiplied by 2.5 to convert their original responses to a score of 0-100. A higher score indicates higher perceived usability and ease of use of a product or service. SUS was assessed at both the baseline and week 3. However, there was no assessment of SUS in week 6 due to grant termination. | Posted | Mean | Standard Deviation | score on a scale | Baseline, week 3 |
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Adverse event data for the entire study were collected over 27 days, starting from the enrollment of the first participant on May 04, 2022, to May 31, 2022. Adverse event data for each participant were collected twice over 3 weeks, at the baseline and 3-week follow-up.
Adverse event data for each participant were assessed at the baseline and 3-week follow-up using the Patient Health Questionnaire 9 to evaluate their risk for suicide ideation and self-harm.
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| ID | Title | Description | Deaths (Affected) | Deaths (At Risk) | Serious Events (Affected) | Serious Events (At Risk) | Other Events (Affected) | Other Events (At Risk) |
|---|---|---|---|---|---|---|---|---|
| EG000 | C-STRESS | Participants were asked to use the C-STRESS app daily for 6 weeks to participate in CBCT lessons, watch guided meditation videos, complete short reflective exercises, and engage with other content provided in C-STRESS (i.e., attending drop-in sessions, journaling, completing mood and wellbeing check-ins, and reading educational articles on depression, anxiety, and stress) |
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The enrollment of only 3 female participants compromised the generalizability of this study in two ways. Firstly, with such a small sample size, it is challenging to draw broad conclusions regarding the usability of the C-STRESS app for the boarder population.
Secondly, having an imbalanced representation of gender can limit the ability to detect potential gender-specific effects or gender differences.
| Title | Organization | Phone | Extension | |
|---|---|---|---|---|
| Dr. Melissa Pinto, Associate Professor, Sue & Bill Gross School of Nursing | University of California, Irvine | 949-824-9272 | mdpinto@uci.edu |
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| Type | Includes Protocol | Includes SAP | Includes ICF | Document Label | Document Date | Document Uploaded Date | Document File Name |
|---|---|---|---|---|---|---|---|
| Prot | Yes | No | No | Study Protocol | Mar 16, 2022 | Aug 9, 2023 | Prot_000.pdf |
| SAP | No | Yes | No | Statistical Analysis Plan | Aug 9, 2023 | Aug 9, 2023 | SAP_001.pdf |
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| ID | Term |
|---|---|
| D003863 | Depression |
| D001008 | Anxiety Disorders |
| D013315 | Stress, Psychological |
| D000075782 | Cell Phone Use |
| ID | Term |
|---|---|
| D001526 | Behavioral Symptoms |
| D001519 | Behavior |
| D001523 | Mental Disorders |
| D003142 | Communication |
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All participants enrolled in the study were asked to use the C-STRESS app daily for 6 weeks.
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| Sex: Female, Male | Count of Participants | Participants |
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| Race (NIH/OMB) | Count of Participants | Participants |
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| Region of Enrollment | Number | participants |
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| System Usability Scale | The System Usability Scale (SUS) is a reliable assessment tool for evaluating the perceived usability and ease of use of a product or service. The scale comprises ten questions, each with five possible responses, ranging from 1 (Strongly disagree) to 5 (Strongly agree). The participant's response to each question is converted to a score, added together and then multiplied by 2.5 to convert their original responses to a score of 0-100. A higher score indicates higher perceived usability and ease of use of a product or service. | Mean | Standard Deviation | score on a scale |
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| 0 |
| 3 |
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| D012919 |
| Social Behavior |