Data-driven Personalization for Inclusive Outreach and Equitable Outcomes in a Digital Health Intervention for Hypertension Management: A Prospective Observational Study
试验速览
- 阶段
- 不适用
- 状态
- 进行中（未招募）
- 发起方
- 入组人数
- 12,000
- 试验地点
- 2
- 主要终点
- Clinical encounter behavioral outcome
研究概览
简要总结
The purpose of the proposed observational study is to explore the relations between data-driven personalization and equitable health outcomes in a digital health intervention (DHI) for hypertension management. In the current intervention, behavioral reinforcement learning is applied to personalize intervention content to maximize the behavioral outcomes of three target behaviors critical for effective hypertension management: clinical encounters, medication adherence, and self-monitoring of blood pressure (SMBP).
研究设计
- 研究类型
- Observational
- 观察模型
- Case Only
- 时间视角
- Prospective
入排标准
- 年龄范围
- 18 Years 至 —（Adult, Older Adult）
- 性别
- All
- 接受健康志愿者
- 否
入选标准
- •Patient of Cone Health.
- •Hypertension condition considered "uncontrolled" (signaled by an eligibility indicator).
- •Most recent blood pressure reading is at or higher than 160/90 (lowered to 140/90 in April 2025 in accordance with approved protocol)
排除标准
- •Non-English speaking.
- •Globally unsubscribed.
- •Locally unsubscribed.
- •Deceased.
结局指标
主要结局
Clinical encounter behavioral outcome
时间窗: 0-18 months
Adherence with recommended clinical encounters given eligibility based on blood pressure readings and medication
Blood pressure reading clinical outcome
时间窗: 0-18 months
Blood pressure reading
次要结局
- Medication adherence behavioral outcome(0-18 months)
- Self-monitoring of blood pressure behavioral outcome(0-18 months)
- Engagement(0-18 months)