Predictive Analytics and Clinical Decision Support to Improve PrEP Prescribing (PrEDICT)

April 23, 2025 updated by: Julia Marcus, Harvard Pilgrim Health Care

Predictive Analytics and Clinical Decision Support to Improve PrEP Prescribing in Community Health Centers

Scale-up of HIV preexposure prophylaxis (PrEP) is a key strategy of the U.S. initiative to end the HIV epidemic, but healthcare providers lack tools to support PrEP discussions and prescribing for patients likely to benefit. This research will evaluate whether integrating automated tools into electronic health records to help providers efficiently and equitably identify potential candidates for PrEP, discuss PrEP, and prescribe PrEP can improve PrEP initiation and persistence in safety-net community health centers. It will achieve this by conducting a stepped-wedge trial of a decision support tool with an embedded HIV prediction model to identify patients likely to benefit from PrEP. The intervention will be delivered to healthcare providers in 16 community health centers within the national OCHIN network.

Study Overview

Status

Status

Indicates the current recruitment status or the expanded access status.
Active, not recruiting

Conditions

Conditions

The disease, disorder, syndrome, illness, or injury that is being studied. On ClinicalTrials.gov, conditions may also include other health-related issues, such as lifespan, quality of life, and health risks.

Intervention / Treatment

Intervention / Treatment

A process or action that is the focus of a clinical study. Interventions include drugs, medical devices, procedures, vaccines, and other products that are either investigational or already available. Interventions can also include noninvasive approaches, such as education or modifying diet and exercise.

Study Type

Study Type

Describes the nature of a clinical study. Study types include interventional studies (also called clinical trials), observational studies (including patient registries), and expanded access.
Interventional

Enrollment (Estimated)

Enrollment

The number of participants in a clinical study. The "anticipated" enrollment is the target number of participants that the researchers need for the study.
16

Phase

Phase

The stage of a clinical trial studying a drug or biological product, based on definitions developed by the U.S. Food and Drug Administration (FDA). The phase is based on the study's objective, the number of participants, and other characteristics. There are five phases: Early Phase 1 (formerly listed as Phase 0), Phase 1, Phase 2, Phase 3, and Phase 4. Not Applicable is used to describe trials without FDA-defined phases, including trials of devices or behavioral interventions.
  • Not Applicable

Contacts and Locations

This section provides the contact details for those conducting the study, and information on where this study is being conducted.

Study Contact

Study Contact

The name and contact information for the person who can answer enrollment questions for a clinical study. Each location where the study is being conducted may also have a specific contact, who may be better able to answer those questions.

Study Contact Backup

  • Name: Kelly O'Keefe, MPH

Study Locations

  • United States
    • California
      • Fremont, California, United States, 94538
        • Bay Area Community Health Liberty Clinic
      • Oakland, California, United States, 94605
        • Lifelong East Oakland Health Center
      • Oceanside, California, United States, 92054
        • TrueCare Oceanside Family Medicine
      • Palm Springs, California, United States, 92262
        • DAP Legacy
      • Sacramento, California, United States, 95811
        • One Community Health Midtown Campus
    • Connecticut
      • Bridgeport, Connecticut, United States, 06605
        • Southwest Community Health Center 968 Fairfield Avenue
    • Georgia
      • Atlanta, Georgia, United States, 30312
        • Mercy Care Decatur Street
    • Iowa
      • Sioux City, Iowa, United States, 51105
        • Siouxland Community Health Center Sioux City
    • Massachusetts
      • Lynn, Massachusetts, United States, 01901
        • Lynn Community Health Center 269 Union
      • Mattapan, Massachusetts, United States, 02126
        • Mattapan Community Health Center Blue Hill
    • Ohio
      • Cleveland, Ohio, United States, 44102
        • Neighborhood Family Practice Ridge Community Health Center
      • Painesville, Ohio, United States, 44077
        • Signature Health Painesville
    • Oklahoma
      • Oklahoma City, Oklahoma, United States, 73112
        • Variety Care Sequoyah
    • Oregon
      • Portland, Oregon, United States, 97214
        • Prism Belmont
    • Texas
      • Houston, Texas, United States, 77031
        • Bee Busy Wellness Center Bray Oaks
    • Washington
      • Seattle, Washington, United States, 98122
        • Seattle Roots Community Health Carolyn Downs Community Clinic

Participation Criteria

Researchers look for people who fit a certain description, called eligibility criteria. Some examples of these criteria are a person's general health condition or prior treatments.

Eligibility Criteria

Eligibility Criteria

The key requirements that people who want to participate in a clinical study must meet or the characteristics they must have. Eligibility criteria consist of both inclusion criteria (which are required for a person to participate in the study) and exclusion criteria (which prevent a person from participating). Types of eligibility criteria include whether a study accepts healthy volunteers, has age or age group requirements, or is limited by sex.

Ages Eligible for Study

  • Adult
  • Older Adult

Accepts Healthy Volunteers

No

Description

Inclusion Criteria:

  • Delivery site saw at least 500 distinct patients in 2024 during in-person or telehealth visits
  • Delivery site had at least 10 new HIV diagnoses or positive HIV screening tests in 2023
  • Delivery site provides primary care other than pediatrics, and the primary care department(s) were active on OCHIN Epic as of 1/1/2023

Exclusion Criteria:

  • Delivery site specializing in HIV or STI care
  • Correctional facilities
  • Mobile sites
  • School-based health center sites

Study Plan

This section provides details of the study plan, including how the study is designed and what the study is measuring.

How is the study designed?

Design Details

  • Primary Purpose: Prevention
  • Allocation: Randomized
  • Interventional Model: Parallel Assignment
  • Masking: None (Open Label)

Arms and Interventions

Participant Group / Arm

Participant Group / Arm

A group or subgroup of participants in a clinical trial that receives a specific intervention/treatment, or no intervention, according to the trial's protocol.
Intervention / Treatment

Intervention / Treatment

A process or action that is the focus of a clinical study. Interventions include drugs, medical devices, procedures, vaccines, and other products that are either investigational or already available. Interventions can also include noninvasive approaches, such as education or modifying diet and exercise.
No Intervention: Standard of Care
Data will be extracted from EHRs of control clinics as a comparison, and those clinics will not actively participate in study activities
Active Comparator: Predictive analytics and clinical decision support
Providers in enrolled intervention clinics will receive point-of-care notifications via the EHR-embedded decision support tool about patients who are at increased predicted HIV risk and therefore likely to benefit from PrEP
Other: Predictive Analytics and Clinical Decision Support
The intervention will include automated EHR notifications to clinicians at 16 OCHIN community health centers about patients who are likely to benefit from PrEP. These patients will be identified by an HIV prediction model that was developed and validated during the pilot phase of this study using historical OCHIN EHR data. For patients above a preselected threshold of predicted HIV risk, clinicians will be notified at the point of care that the patient may benefit from PrEP and will be provided with EHR-based tools to support discussions and prescribing. The intervention will also include coaching on PrEP and the decision support tool, as well as project team support during the trial period.

What is the study measuring?

Primary Outcome Measures

Primary Outcome Measures

In a clinical study's protocol, the planned outcome measure that is the most important for evaluating the effect of an intervention/treatment. Most clinical studies have one primary outcome measure, but some have more than one.
Outcome Measure
Measure Description
Time Frame
PrEP initation
Time Frame: 30 months
Proportion of patients above the prediction model risk threshold without a recently active PrEP prescription (within the prior 6 months) or prior HIV diagnosis who are prescribed PrEP during the study period.
30 months

Secondary Outcome Measures

Secondary Outcome Measures

In a clinical study's protocol, a planned outcome measure that is not as important as the primary outcome measure for evaluating the effect of an intervention but is still of interest. Most clinical studies have more than one secondary outcome measure.
Outcome Measure
Measure Description
Time Frame
PrEP persistence
Time Frame: 30 months
Proportion of patients prescribed PrEP who persist on PrEP for 6 and 12 months, as measured by prescription refills ordered.
30 months

Collaborators and Investigators

This is where you will find people and organizations involved with this study.

Sponsor

Sponsor

The organization or person who initiates the study and who has authority and control over the study.
Harvard Pilgrim Health Care

Collaborators

Collaborators

An organization other than the sponsor that provides support for a clinical study. This support may include activities related to funding, design, implementation, data analysis, or reporting.
National Institute of Mental Health (NIMH)
Oregon Health and Science University
OCHIN, Inc.

Study record dates

These dates track the progress of study record and summary results submissions to ClinicalTrials.gov. Study records and reported results are reviewed by the National Library of Medicine (NLM) to make sure they meet specific quality control standards before being posted on the public website.

Study Major Dates

Study Start (Actual)

Study Start

The actual date on which the first participant was enrolled in a clinical study. The "anticipated" study start date is the date that the researchers think will be the study start date.
April 21, 2025

Primary Completion (Estimated)

Primary Completion

The date on which the last participant in a clinical study was examined or received an intervention to collect final data for the primary outcome measure. Whether the clinical study ended according to the protocol or was terminated does not affect this date. For clinical studies with more than one primary outcome measure with different completion dates, this term refers to the date on which data collection is completed for all the primary outcome measures. The "anticipated" primary completion date is the date that the researchers think will be the primary completion date for the study.
July 1, 2029

Study Completion (Estimated)

Study Completion

The date on which the last participant in a clinical study was examined or received an intervention/treatment to collect final data for the primary outcome measures, secondary outcome measures, and adverse events (that is, the last participant's last visit). The "anticipated" study completion date is the date that the researchers think will be the study completion date.
July 1, 2030

Study Registration Dates

First Submitted

First Submitted

The date on which the study sponsor or investigator first submitted a study record to ClinicalTrials.gov. There is typically a delay of a few days between the first submitted date and the record's availability on ClinicalTrials.gov (the first posted date).
January 28, 2025

First Submitted That Met QC Criteria

First Submitted That Met QC Criteria

The date on which the study sponsor or investigator first submits a study record that is consistent with National Library of Medicine (NLM) quality control (QC) review criteria. The sponsor or investigator may need to revise and submit a study record one or more times before NLM's QC review criteria are met. It is the responsibility of the sponsor or investigator to ensure that the study record is consistent with the NLM QC review criteria.
January 28, 2025

First Posted (Actual)

First Posted

The date on which the study record was first available on ClinicalTrials.gov after National Library of Medicine (NLM) quality control (QC) review has concluded. There is typically a delay of a few days between the date the study sponsor or investigator submitted the study record and the first posted date.
February 3, 2025

Study Record Updates

Last Update Posted (Actual)

Last Update Posted

The most recent date on which changes to a study record were made available on ClinicalTrials.gov. There may be a delay between when the changes were submitted to ClinicalTrials.gov by the study's sponsor or investigator (the last update submitted date) and the last update posted date.
April 24, 2025

Last Update Submitted That Met QC Criteria

Last Update Submitted That Met QC Criteria

The most recent date on which the study sponsor or investigator submitted changes to a study record that are consistent with National Library of Medicine (NLM) quality control (QC) review criteria. It is the responsibility of the sponsor or investigator to ensure that the study record is consistent with the NLM QC review criteria.
April 23, 2025

Last Verified

Last Verified

The most recent date on which the study sponsor or investigator confirmed the information about a clinical study on ClinicalTrials.gov as accurate and current. If a study with a recruitment status of recruiting; not yet recruiting; or active, not recruiting has not been confirmed within the past 2 years, the study's recruitment status is shown as unknown.
April 1, 2025

More Information

Terms related to this study

Keywords

Other Study ID Numbers

Other Study ID Numbers

Identifiers or ID numbers other than the NCT number that are assigned to a clinical study by the study's sponsor, funders, or others. These numbers may include unique identifiers from other trial registries and National Institutes of Health grant numbers.
  • PH001008
  • R01MH133515 (U.S. NIH Grant/Contract)

Plan for Individual participant data (IPD)

Plan to Share Individual Participant Data (IPD)?

NO

Drug and device information, study documents

Studies a U.S. FDA-regulated drug product

No

Studies a U.S. FDA-regulated device product

No

product manufactured in and exported from the U.S.

No

This information was retrieved directly from the website clinicaltrials.gov without any changes. If you have any requests to change, remove or update your study details, please contact register@clinicaltrials.gov. As soon as a change is implemented on clinicaltrials.gov, this will be updated automatically on our website as well.

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