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Using Machine Learning to advance primary care: an example of predictive modeling of hypertension risk to impact outcomes [Hypertension]

Annals of Family Medicine

Context: While hypertension is the most common chronic disease cared for during adult primary care visits, it is challenging to know which hypertensive patients have the highest risk of cardiovascular complications in the future. A total of 269,411 patients were used for model training.

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Evaluating the Impact of Data Visualization with China-PAR on Hypertension Management in Primary Care: A Pilot Study [Hypertension]

Annals of Family Medicine

Although data visualization is gaining traction in the hypertension, its use in health education and information dissemination is still underutilized. Objective This study aims to investigate the impact of data visualization using China-PAR on managing hypertension among primary care patients.

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Implementation Evaluation of a Community Health Worker Program for Patients with Type 2 Diabetes or Hypertension [Dissemination and implementation research]

Annals of Family Medicine

Context Disparities in type 2 diabetes mellitus (T2D) and hypertension (HTN) control are well-described. Community health worker (CHW) interventions show promising outcomes for T2D and HTN control particularly among low income and historically marginalized patients. Setting 3 primary care clinics in SW Virginia.

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The T-Connector Approach: a simultaneous method for in-office assessment of home blood pressure monitor accuracy [Hypertension]

Annals of Family Medicine

Context Hypertension Canada recommends home blood pressure monitors (HBPM) for diagnosing and managing hypertension. Objective To introduce the novel approach of using a T-Connector between a patient’s HBPM and their physician’s office sphygmomanometer to permit a simultaneous blood pressure reading.

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Advancing Primary Care through a Model Unit for Innovative Practice Enhancement [Practice management and organization]

Annals of Family Medicine

Objective: The overarching objective of the MU is to enhance the delivery of high-quality care to a broader patient population. Population Studied: The populations included in our research are providers and staff working in the MU and aggregated data on patients seen at the MU practice.

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Primary Care Clinician Perspectives on Managing Hypertension in Black Patients: Lifestyle Changes and Shared Decision Making [Hypertension]

Annals of Family Medicine

Context: Hypertension is a common condition seen by primary care clinicians and is more common in Black adults than other racial/ethnic groups. Setting: Two health care systems in New York City. Outcome measures: For the primary analysis, use of the 5’As with Black patients and correlates of interests.

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Intensity of medication review activities in private and public clinics [Prescribing and pharmacotherapeutics]

Annals of Family Medicine

Study Design: Survey of medication review activities after primary care visits. Setting: One private primary care clinic and two clinics of a safety net hospital system that serves inner-city populations with significant socio-economic challenges. The patients had similar levels of education (less than high school 30.2

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