Recruiting

AI E-Consults

Sponsor:

University of Pennsylvania

Code:

NCT07766694

Conditions

Primary Care Patients

Primary Care Provider

Eligibility Criteria

Sex: All

Age: 65+

Healthy Volunteers: Not accepted

Interventions

Discrete Choice Experiment Survey

Study Details

Brief summary:

Electronic consultations, or e-consults, let a primary care doctor request medical advice from a specialist without requiring the patient to attend a separate visit. Artificial intelligence (AI) systems may be able to provide this type of advice, potentially making e-consults faster and less costly. However, whether AI-based e-consults are acceptable may depend on how patients and clinicians weigh factors such as who provides the advice, how quickly it is received, its cost, and its quality.

The purpose of this study is to examine how older adult patients and primary care clinicians weigh these factors when comparing e-consults produced by a human specialist with those produced by an AI system. In the study, participants will complete a one-time survey in which they compare sets of two hypothetical e-consults. Each e-consult will include a different combination of features, such as whether the advice comes from a human or AI, the expected wait time, the cost, and the quality of the advice. This study will estimate how much patients and clinicians value each feature in an e-consult. The findings will inform the potential future AI e-consults, so they better reflect patient and clinician preferences.

Conditions

Primary Care Patients

Primary Care Provider

Study ID

NCT07766694

Start date

Sep 3, 2026

Status verified date

Aug, 2026

Completion date

Dec, 2026

Anticipated

Primary completion date

Dec, 2026

Anticipated

Eligibility Criteria

Eligibility Criteria

Sex: All

Age: 65+

Healthy Volunteers: Not accepted

PATIENTS:

Inclusion Criteria:

  • Adult, 65 years of age or older
  • Had at least two office visits at Penn Medicine in the past 12 months
  • Has an upcoming appointment in a Penn Medicine primary care setting, including family medicine, internal medicine, and geriatric medicine

Exclusion Criteria:

  • Documented Alzheimer's, dementia, or related condition

CLINICIANS:

Inclusion Criteria:

  • Adult, 18 years of age or older
  • Works at Penn Medicine as one of the following: physician, nurse practitioner, or physician's assistant
  • Works in a primary care Penn Medicine setting including: family medicine, internal medicine, geriatrics medicine

Exclusion Criteria:

  • Actively in medical school, internship, or residency

Study Design

Enrollment

220 participants

Anticipated

Intervention Model

Single group

Primary purpose

Health Services Research

Interventions and Outcome Measures

Arms

experimental: Electronic Consultation Systems

Participants will review 2 different e-consult systems, which will differ in terms of quality, cost, wait time, and source of the e-consult. Participants will then indicate a preference for 1 e-consult system in each set.

Interventions

Discrete Choice Experiment Survey

Participants will review these e-consults systems via a one-time survey lasting about 15 minutes.

Primary outcome measure

  • Preferences and Tradeoffs of Attributes of Electronic Consults [ Time Frame: From enrollment to the end of the survey, approximately 15 minutes ]

Central Contacts and Locations

Locations

University of Pennsylvania

Recruiting

Philadelphia, Pennsylvania, United States, 19104

Contacts

More Information

Sponsor

University of Pennsylvania

Last update posted

Sep 9, 2026

Last verified

Aug, 2026

Trial information was received from ClinicalTrials.gov and was last updated on 2026-09-10. This information was provided to ClinicalTrials.gov by University of Pennsylvania on 2026-09-09.