Evaluating the Preferences and Tradeoffs of AI-based Electronic Consultations for Older Adults in Primary Care
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
注册 (估计的)
阶段
- 不适用
联系人和位置
学习联系方式
- 姓名:Nicholas Bishop
- 电话号码:215-573-0779
- 邮箱:nicholas.bishop@pennmedicine.upenn.edu
学习地点
-
-
Pennsylvania
-
Philadelphia、Pennsylvania、美国、19104
- 招聘中
- University of Pennsylvania
-
接触:
- Nicholas Bishop
- 电话号码:215-573-0779
- 邮箱:nicholas.bishop@pennmedicine.upenn.edu
-
-
参与标准
资格标准
适合学习的年龄
- 年长者
接受健康志愿者
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
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
研究记录日期
研究主要日期
学习开始 (实际的)
初级完成 (估计的)
研究完成 (估计的)
研究注册日期
首次提交
首先提交符合 QC 标准的
首次发布 (实际的)
研究记录更新
最后更新发布 (实际的)
上次提交的符合 QC 标准的更新
最后验证
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
研究美国 FDA 监管的设备产品
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.