Precision Nudging for Hypertension Management: Observational Study

Lirio

Status: Enrolling

Conditions: Hypertension

Treatments: Behavioral: Precision Nudging for Hypertension Management

Study type: Observational

Funder types: Other; Industry

Identifiers

NCT06354192

0450

Details and patient eligibility

About

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).

Enrollment: 12,000 estimated patients

Sex: All

Ages: 18+ years old

Volunteers: No Healthy Volunteers

Inclusion criteria

• 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)

Exclusion criteria

• Non-English speaking.
• Globally unsubscribed.
• Locally unsubscribed.
• Deceased.

Trial design

12,000 participants in 1 patient group

Precision Nudging for Hypertension Management

Description:

All participants in this study will receive the digital health intervention.

Treatment:

Behavioral: Precision Nudging for Hypertension Management