Related Experiment Video
Updated: Jan 3, 2026

Hydra, a Computer-Based Platform for Aiding Clinicians in Cardiovascular Analysis and Diagnosis
Published on: September 26, 2018
Who Are the Undiagnosed? Disparities in Hypertension Diagnoses in Vulnerable Populations
Margaret Meador1, Joy H Lewis, R Curtis Bay
1National Association of Community Health Centers, Bethesda, Maryland (Mss Meador and Jackson); Department of Public Health, School of Osteopathic Medicine in Arizona, A.T. Still University, Mesa (Dr Lewis); Department of Interdisciplinary Health Sciences, Arizona School of Health Sciences, A.T. Still University, Mesa (Dr Bay); and Division for Heart Disease and Stroke Prevention, Centers for Disease Control and Prevention, Atlanta, Georgia (Ms Wall).
Insights
This study identified potential disparities in hypertension diagnosis among undiagnosed patients. Older, Black, uninsured, and obese individuals were more likely to be diagnosed with hypertension, suggesting possible biases in care.
Area of Science:
- Clinical Medicine
- Public Health
- Health Equity
Background:
- Hypertension remains a significant public health concern, often diagnosed late.
- Previous research developed "hiding in plain sight" (HIPS) criteria to identify patients with undiagnosed hypertension.
- Understanding diagnostic disparities is crucial for equitable healthcare delivery.
Purpose of the Study:
- To investigate potential demographic disparities in hypertension diagnosis among patients identified by HIPS criteria.
- To examine patient characteristics associated with hypertension diagnosis after HIPS identification.
- To explore nonclinical factors influencing hypertension diagnosis.
Main Methods:
- Retrospective analysis of electronic health record demographic data.
- Inclusion of patients identified by HIPS criteria across three Missouri health centers.
- Comparison of demographic and clinical characteristics between diagnosed and undiagnosed subgroups.
Main Results:
- Patients diagnosed with hypertension post-HIPS identification were more frequently older, Black/African American, uninsured, and had obesity.
- Younger, white, healthy weight females were less likely to receive a hypertension diagnosis.
- Significant demographic differences were observed in hypertension diagnosis rates.
Conclusions:
- Hypertension diagnosis may be influenced by demographic factors and potential biases.
- Further investigation into nonclinical factors is warranted to address diagnostic inequities.
- Ensuring equitable hypertension diagnosis requires addressing systemic biases in healthcare.
Abstract:
This study builds upon a project that developed clinical criteria to identify undiagnosed hypertension patients "hiding in plain sight" (HIPS) by examining patient characteristics to understand whether there are disparities in hypertension diagnosis. We examined electronic health record demographic data for patients identified by the HIPS criteria and subgroups at 3 Missouri health centers. Identified patients who returned for a follow-up visit and were subsequently diagnosed with hypertension tended to be older, black/African American, uninsured, and classified as having obesity. Younger, white, healthy weight females were less likely to be diagnosed. These findings point to exploring possible biases/other nonclinical factors in hypertension diagnosis.
More Related Videos
07:30Evaluation of the Cognitive Performance of Hypertensive Patients with Silent Cerebrovascular Lesions
Published on: April 23, 2021
06:55Inverse Probability of Treatment Weighting Propensity Score using the Military Health System Data Repository and National Death Index
Published on: January 8, 2020
Related Concept Videos
Hypertension III: Clinical Manifestations and Diagnostic Studies
Errors occurring during blood pressure monitoring
Several factors...
Hypertension I: Introduction
Pre-Procedural Guidelines for Assessing Blood Pressure
Hypertension V: Nursing Management
Special considerations while measuring blood pressure
Monitoring Both Arms:
Monitoring BP in both arms during the initial assessment is advisable, as the systolic value may differ by five to ten mm Hg between arms. For subsequent BP assessments, use the arm with the higher reading.