Using Digital Phenotyping to Optimize Psychosocial Risk Screening and Personalized Care: a Pilot Study in Adolescents and Young Adults With Cancer
试验速览
- 阶段
- 不适用
- 状态
- 招募中
- 入组人数
- 25
- 试验地点
- 1
- 主要终点
- Change in Depressive Symptoms (Beck Depression Inventory - BDI)
研究概览
简要总结
The overall goal of the proposed study is to use digital phenotyping to identify and triage at-risk patients and accelerate access to critical mental health services.
研究设计
- 研究类型
- Interventional
- 分配方式
- Na
- 干预模型
- Single Group
- 主要目的
- Supportive Care
- 盲法
- None
入排标准
- 年龄范围
- 10 Years 至 25 Years（Child, Adult）
- 性别
- All
- 接受健康志愿者
- 否
入选标准
- •10-25 years old
- •Recent cancer diagnosis (>2 and <18 months since diagnosis)
- •Willing to carry smartphone on their person for duration of study participation
- •Willing to wear smartwatch for duration of study participation
排除标准
- •Significant physical or mental disability that prevents completion of study activities
- •Lack of proficiency in English or Spanish
研究组 & 干预措施
Digital Phenotyping Arm
All participants (adolescents and young adults with cancer) will receive the digital phenotyping intervention, which includes wearing a smartwatch and using a smartphone-based EMA app over a 10-day period, with psychosocial assessments at baseline, day 10, and 2 months
干预措施: Device (Device)
Digital Phenotyping Arm
All participants (adolescents and young adults with cancer) will receive the digital phenotyping intervention, which includes wearing a smartwatch and using a smartphone-based EMA app over a 10-day period, with psychosocial assessments at baseline, day 10, and 2 months
干预措施: Ecological Momentary Assessment (EMA) via My Personal Health Dashboard (MyPHD) Smartphone App (Behavioral)
结局指标
主要结局
Change in Depressive Symptoms (Beck Depression Inventory - BDI)
时间窗: Baseline, Day 10, 2 months
The Beck Depression Inventory-II (BDI-II; range 0-63) will be used to measure changes in depressive symptoms among adolescents and young adults over time. Higher scores indicate greater depressive symptom severity.
次要结局
- Participant Retention Rate (MyPHD App and Wearable Device)(Baseline to 2 months)
- Adherence to EMA Prompts(Baseline to 2 months)
- Wearable Device Return and Use Rate(Baseline to 2 months)
- Change in Anxiety Symptoms (Beck Anxiety Inventory - BAI)(Baseline, Day 10, 2 months)
- Change in PTSD Symptoms (CROPS)(Baseline)
- Change in PTSD Symptoms (PCL-5)(Baseline)
- Change in Sleep Quality (Pittsburgh Sleep Quality Index - PSQI)(Baseline, Day 10)