Precision Nudging for Hypertension Management: Observational Study

Recruiting

• Conditions: Hypertension
• Interventions: Behavioral: Precision Nudging for Hypertension Management

• Registration Number: NCT06354192
• Lead Sponsor: Lirio

Brief Summary

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).

Detailed Description

Not available

Study Timeline

• Study First Submitted: 2024-04-03
• Study First Submitted QC: 2024-04-03
• Study First Posted: 2024-04-09
• Study Start: 2024-05-01
• Status Verified: 2024-06
• Last Update Submitted: 2024-06-26
• Last Update Posted: 2024-06-28
• Primary Completion: 2025-11-01
• Study Completion: 2026-11-01

Recruitment & Eligibility

• Status: RECRUITING
• Sex: All
• Target Recruitment: 12000

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.

Exclusion Criteria

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

Study & Design

• Study Type: OBSERVATIONAL
• Study Design: Not specified

Arm && Interventions

Group	Intervention	Description
Precision Nudging for Hypertension Management	Precision Nudging for Hypertension Management	All participants in this study will receive the digital health intervention.

Primary Outcome Measures

Name	Time	Method
Clinical encounter behavioral outcome	0-18 months	Adherence with recommended clinical encounters given eligibility based on blood pressure readings and medication
Blood pressure reading clinical outcome	0-18 months	Blood pressure reading

Secondary Outcome Measures

Name	Time	Method
Medication adherence behavioral outcome	0-18 months	Self-reported medication adherence
Self-monitoring of blood pressure behavioral outcome	0-18 months	Self-reported self-monitoring of blood pressure
Engagement	0-18 months	Digital engagement (opens, clicks, responses, etc.)

Trial Locations

Locations (1)

Cone Health clinics; 🇺🇸 Greensboro, North Carolina, United States