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Evaluating the Preferences and Tradeoffs of AI-based Electronic Consultations for Older Adults in Primary Care

2026年9月8日 更新者:Gary Weissman、University of Pennsylvania

Evaluating the Safety and Appropriateness of AI-based E-Consults for Older Adults in Primary Care

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.

研究概览

研究类型

介入性

注册 (估计的)

220

阶段

  • 不适用

联系人和位置

本节提供了进行研究的人员的详细联系信息,以及有关进行该研究的地点的信息。

学习联系方式

学习地点

参与标准

研究人员寻找符合特定描述的人,称为资格标准。这些标准的一些例子是一个人的一般健康状况或先前的治疗。

资格标准

适合学习的年龄

  • 年长者

接受健康志愿者

不

描述

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

学习计划

本节提供研究计划的详细信息,包括研究的设计方式和研究的衡量标准。

研究是如何设计的?

设计细节

  • 主要用途:卫生服务研究
  • 分配:不适用
  • 介入模型:单组作业
  • 屏蔽:无(打开标签)

武器和干预

参与者组/臂
干预/治疗
实验性的: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.
Participants will review these e-consults systems via a one-time survey lasting about 15 minutes.

研究衡量的是什么?

主要结果指标

结果测量
措施说明
大体时间
Preferences and Tradeoffs of Attributes of Electronic Consults
大体时间:From enrollment to the end of the survey, approximately 15 minutes
Participants will review 12 sets comparing 2 hypothetical e-consults. Each e-consult is defined by five attributes: the source (i.e., AI vs. human), wait time, cost, and quality of the e-consult, as well as, whether follow-up questions can be asked. For each set, the outcome is the participant's selection of one e-consult over the other. We will analyze the results of the discrete choice experiment using mixed-effects logistic regression adjusted for each attribute value with crossed random effects (intercepts) for participant and task.
From enrollment to the end of the survey, approximately 15 minutes

次要结果测量

结果测量
措施说明
大体时间
Health Numeracy Measured by the Short Numeracy Understanding in Medicine Instrument
大体时间:From enrollment to the end of the survey, approximately 15 minutes
Health numeracy will be measured using the 8-item Short Numeracy Understanding in Medicine instrument (S-NUMi). Each correct response contributes one point to the total score. Total scores range from 0 to 8, with higher scores indicating greater health numeracy.
From enrollment to the end of the survey, approximately 15 minutes

合作者和调查者

在这里您可以找到参与这项研究的人员和组织。

研究记录日期

这些日期跟踪向 ClinicalTrials.gov 提交研究记录和摘要结果的进度。研究记录和报告的结果由国家医学图书馆 (NLM) 审查,以确保它们在发布到公共网站之前符合特定的质量控制标准。

研究主要日期

学习开始 (实际的)

2026年9月3日

初级完成 (估计的)

2026年12月1日

研究完成 (估计的)

2026年12月1日

研究注册日期

首次提交

2026年8月9日

首先提交符合 QC 标准的

2026年8月9日

首次发布 (实际的)

2026年8月14日

研究记录更新

最后更新发布 (实际的)

2026年9月9日

上次提交的符合 QC 标准的更新

2026年9月8日

最后验证

2026年8月1日

更多信息

与本研究相关的术语

其他研究编号

  • 26-5862

药物和器械信息、研究文件

研究美国 FDA 监管的药品

不

研究美国 FDA 监管的设备产品

不

此信息直接从 clinicaltrials.gov 网站检索,没有任何更改。如果您有任何更改、删除或更新研究详细信息的请求,请联系 register@clinicaltrials.gov. clinicaltrials.gov 上实施更改,我们的网站上也会自动更新.

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