Leveraging Electronic Health Record Data in a Risk Prediction Model to Increase HIV PrEP Intake in Primary Care
NCT05991869 · Status: COMPLETED · Phase: NA · Type: INTERVENTIONAL · Enrollment: 121
Last updated 2023-08-15
Summary
Kaiser Permanente Northern California (KPNC) has been a national leader in implementation of HIV preexposure prophylaxis (PrEP), a daily antiretroviral pill that is more than 99% effective in preventing HIV acquisition. However, many patients at risk for HIV at KPNC are not yet using PrEP, resulting in preventable infections each year. In prior work, the study team developed and validated a prediction model that used electronic health record (EHR) data from 3.7 million KPNC members to identify patients at high risk of HIV acquisition but not using PrEP. The model substantially outperformed models based only on CDC criteria for PrEP use, particularly for Black patients, a population with high HIV incidence and lower PrEP uptake. The objective of this proposal is to evaluate the feasibility of implementing this EHR-based model at the point of care to increase PrEP referrals and uptake at KPNC. The specific aims of this project are to 1) conduct provider focus groups to identify barriers and facilitators to PrEP referrals and to optimize the delivery mechanism of our clinical decision support intervention, 2) evaluate the feasibility and acceptability of a clinical decision support intervention for primary care providers (PCPs) to increase PrEP referrals and uptake among high-risk patients, and 3) assess patient- and provider-based characteristics associated with PrEP referrals and uptake. To accomplish these aims, the study team proposes a randomized controlled trial of a clinical decision support intervention for PrEP, which involves alerting KP San Francisco (KPSF) Adult and Family Medicine PCPs about patients identified by our prediction model as being at high risk for HIV acquisition prior to in-person clinic visits. We will compare PrEP referrals and uptake among patients who are seen by PCPs randomized to intervention and usual care study arms using an intention-to-treat analysis.
Conditions
- Pre-Exposure Prophylaxis
Interventions
- BEHAVIORAL
-
Point-of-care decision support intervention
PCPs notified by EHR messages if they had an upcoming in-person or video visit with an eligible patient who had a predicted risk of incident HIV diagnosis of 0.2% or higher. Study team members manually sent messages marked as "high priority" one business day prior to scheduled visits, alerting PCPs that a patient may be at increased risk for acquiring HIV and may benefit from a conversation about PrEP. Additional information was provided about the study, the prediction model, clinical indications for PrEP, strategies for initiating discussions about HIV prevention and PrEP, and how to refer patients to KPSF's PrEP program. Messages did not include the numeric predicted HIV risk from the model. PCPs received a maximum of two messages per day; with the two patients with the highest predicted risk were selected. Patient with multiple visits were flagged no more than once monthly.
Sponsors & Collaborators
-
Kaiser Permanente
lead OTHER
Study Design
- Allocation
- RANDOMIZED
- Purpose
- PREVENTION
- Masking
- NONE
- Model
- PARALLEL
Eligibility
- Min Age
- 18 Years
- Sex
- ALL
- Healthy Volunteers
- Yes
Timeline & Regulatory
- Start
- 2021-06-01
- Primary Completion
- 2021-11-30
- Completion
- 2022-10-31
Countries
- United States
Study Locations
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