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June 19, 2026Journal of Clinical Hypertension0 citationsOpen Access

Factors Associated With Evidence of Self‐Measured Blood Pressure Adoption in an Urban Safety‐Net Health System

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ILIsabel LunaRKRaagavalli KarumanchiJGJaivind S. Grewal

Key Result

Age ≥75 years (aOR 2.37; 95% CI 1.62-3.55) and an activated patient portal were associated with higher documented self-measured blood pressure adoption, whereas homelessness lowered adoption.

Key Points

  • This research aims to identify factors influencing the adoption of self-measured blood pressure (SMBP) in a safety-net health system.
  • Conducted a cross-sectional analysis using electronic health record data from a hypertension registry.
  • Analyzed 15,937 patients cared for by 283 providers across 12 clinics.
  • Used sequential multivariable logistic regression and hierarchical modeling to assess variations in SMBP adoption.
  • 26% of patients had documented SMBP adoption.
  • Older patients (75+) were 2.37 times more likely to adopt SMBP compared to younger patients (18-34); aOR 2.37, 95% CI 1.62–3.55.
  • Patients experiencing homelessness were 0.72 times less likely to adopt SMBP; aOR 0.72, 95% CI 0.60–0.87.

Study Design

Type

Cross-Sectional (n=15,937)

Multicenter

Yes

Structured PICO

What factors are associated with documented self-measured blood pressure adoption in an urban safety-net health system?

P
Population
15,937 patients in a safety-net health system's hypertension registry cared for by 283 providers across 12 clinics.
E
Exposure
Patient-, provider-, and clinic-level factors
O
Outcome
Documented self-measured blood pressure (SMBP) adoption (defined as documentation of at least one patient-reported value in the EHR)

Significant variation in self-measured blood pressure adoption exists in safety-net systems, with nearly 25% of variance attributable to potentially modifiable clinic and provider factors.

Main Result

Odds Ratio: 2.37 (95% CI 1.62–3.55)

Abstract

ABSTRACT Uncontrolled hypertension is a leading cause of preventable cardiovascular mortality. Although self‐measured blood pressure (SMBP) monitoring is recommended by evidence‐based guidelines, adoption remains uneven in safety‐net health systems. We conducted a cross‐sectional analysis in an urban safety‐net health system to assess factors associated with documented SMBP adoption. Using electronic health record (EHR) data from patients included in a safety‐net health system's hypertension registry, we defined documented SMBP adoption as documentation of at least one patient‐reported value in the EHR. We evaluated factors associated with documented SMBP adoption using sequential multivariable logistic regression and hierarchical modeling to estimate patient‐, provider‐, and clinic‐level variation. We analyzed 15 937 patients cared for by 283 providers across 12 clinics. Twenty‐six percent (4186) of patients had documented SMBP adoption. In the full model, patients aged 75 years and older vs. 18–34 years old (aOR 2.37, 95% CI 1.62–3.55) and those with an activated patient portal (aOR 1.36, 95% CI 1.25–1.49) were more likely to have documented SMBP adoption, while patients experiencing homelessness (aOR 0.72, 95% CI 0.60–0.87) were less likely. Substantial variation in documented SMBP adoption was observed across clinics. In the hierarchical model, 75% of the variance in documented SMBP adoption was attributable to patient‐level factors, 19% to clinics, and 6% to providers. Given that nearly one‐quarter of the variation in documented SMBP adoption was attributable to nonpatient factors, clinic‐ and provider‐level workflows may be modifiable targets to improve equitable uptake and documentation of SMBP monitoring in safety‐net health systems.

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Cite This Study

Luna et al. (2026) conducted a cross-sectional in Hypertension (n=15,937). Age ≥75 years vs. Age 18-34 years was evaluated on Documented self-measured blood pressure (SMBP) adoption (aOR 2.37, 95% CI 1.62-3.55). Age ≥75 years (aOR 2.37; 95% CI 1.62-3.55) and an activated patient portal were associated with higher documented self-measured blood pressure adoption, whereas homelessness lowered adoption.

synapsesocial.com/papers/6a359850dd3be7785e70ed76https://doi.org/10.1111/jch.70318
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