Precision Nudging for Hypertension Management: Observational Study

Description

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).

Conditions

Hypertension

Study Overview

Study Details

Study overview

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).

Data-driven Personalization for Inclusive Outreach and Equitable Outcomes in a Digital Health Intervention for Hypertension Management: A Prospective Observational Study

Precision Nudging for Hypertension Management: Observational Study

Condition
Hypertension
Intervention / Treatment

-

Contacts and Locations

Greensboro

Cone Health clinics, Greensboro, North Carolina, United States, 27401

Participation Criteria

Researchers look for people who fit a certain description, called eligibility criteria. Some examples of these criteria are a person's general health condition or prior treatments.

For general information about clinical research, read Learn About Studies.

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

Ages Eligible for Study

18 Years to

Sexes Eligible for Study

ALL

Accepts Healthy Volunteers

No

Collaborators and Investigators

Lirio,

Study Record Dates

2026-11-01