Leveraging Electronic Health Records to Assess Neighborhood Advantages and Risk of Cardiovascular Outcomes Among Hypertensive Patients
Abstract Body: Introduction: Hypertension disproportionately impacts socially disadvantaged groups in the U.S. with increasing prevalence and suboptimal control rates. Our study aims to examine the association between neighborhood-level social vulnerability and hypertension outcomes using electronic health record (EHR) data from a large regional health system. Methods: We conducted a retrospective analysis of EHR data from the Sentara Health System, covering the period from January 1st, 2010, to December 31st, 2022. We assigned a Social Vulnerability Index (SVI) based on the residential census tract of each patient and established a longitudinal cohort of patients who consistently utilized healthcare services. To be included in the study, patients were required to have a minimum of five years of observational time and to have healthcare visits in at least 50% of the observed years. The study focused on patients diagnosed with hypertension—either through a hypertension diagnosis, a blood pressure measurement exceeding 140/90, or antihypertensive medication prescriptions. We utilized multivariate Cox Proportional Hazards models to analyze the associations of SVI with cardiovascular outcomes and blood pressure control (<140/90 mmHg). Results: The longitudinal cohort consisted of 55,060 patients, with an average age of 54 years (Interquartile range: 42-65), 30.0% of whom were Black adults and 60.0% were females. Compared to patients residing in the most advantaged neighborhoods (quartile 1 of SVI), those in more disadvantaged neighborhoods (quartiles 2, 3, and 4) had hazard ratios for composite cardiovascular endpoint (myocardial infarction, heart failure, and stroke) of 1.22 (95% CI, 1.19-1.25), 1.40 (95% CI, 1.37-1.44), and 1.64 (95% CI, 1.60-1.68), respectively, after adjustment for age and sex. Additionally, blood pressure control was significantly lower in higher SVI quartiles, with control rates in quartiles 1 through 4 at 78.4%, 76.5%, 75.2%, and 72.8%, respectively (P<0.001). Among the SVI themes, socioeconomic status (theme 1) and housing type and transportation (theme 4) were associated with the highest hazard ratios for cardiovascular outcomes. Conclusions: Neighborhood-level social vulnerability is significantly associated with worse hypertension control and adverse cardiovascular outcomes. Health systems can employ tailored interventions targeting high-risk neighborhoods to reduce disparities and enhance health outcomes for vulnerable populations.
Lu, Yuan
( Yale University
, Scarsdale
, New York
, United States
)
Xin, Xin
( Yale University
, New Haven
, Connecticut
, United States
)
Kim, Chungsoo
( Yale University
, New Haven
, Connecticut
, United States
)
Asher, Jordan
( SENTRA HEALTHCARE
, Norfolk
, Virginia
, United States
)
Krumholz, Harlan
( Yale University
, New Haven
, Connecticut
, United States
)
Brush, John
( SENTRA HEALTHCARE
, Norfolk
, Virginia
, United States
)
Author Disclosures:
Yuan Lu:DO have relevant financial relationships
;
Research Funding (PI or named investigator):National Institutes of Health:Active (exists now)
; Research Funding (PI or named investigator):Patient-Centered Outcomes Research Institute:Active (exists now)
; Research Funding (PI or named investigator):Sentara Research Foundation:Active (exists now)
| Xin Xin:No Answer
| Chungsoo Kim:DO NOT have relevant financial relationships
| Jordan Asher:No Answer
| Harlan Krumholz:No Answer
| John Brush:No Answer
Wang Yunfeng, Xu Wei, Song Lijuan, Wang Chunqi, Wu Yi, Krumholz Harlan, Li Xi, Hu Shengshou, Guo Weihong, Hao Yang, Zheng Xin, Zhang Haibo, Yang Yang, Chen Bowang, Zhang Xiaoyan, Cui Jianlan