Motivational interviewing skills practice enhanced with artificial intelligence: ReadMI

被引:1
作者
Hershberger, Paul J. [1 ]
Pei, Yong [2 ]
Bricker, Dean A. [3 ]
Crawford, Timothy N. [1 ,4 ]
Shivakumar, Ashutosh [5 ]
Castle, Angie [1 ]
Conway, Katharine [1 ]
Medaramitta, Raveendra [5 ]
Rechtin, Maria [6 ]
Wilson, Josephine F. [4 ]
机构
[1] Wright State Univ, Boonshoft Sch Med, Dept Family Med, Dayton, OH 45435 USA
[2] Kennesaw State Univ, Coll Comp & Software Engn, Dept Comp Sci, Kennesaw, GA USA
[3] Wright State Univ, Dept Internal Med, Boonshoft Sch Med, Dayton, OH USA
[4] Wright State Univ, Dept Populat & Publ Hlth Sci, Boonshoft Sch Med, Dayton, OH USA
[5] Wright State Univ, Coll Engn & Comp Sci, Dept Comp Sci & Engn, Dayton, OH USA
[6] Wright State Univ, Boonshoft Sch Med, Dayton, OH USA
基金
美国医疗保健研究与质量局;
关键词
Motivational interviewing; Artificial intelligence; Medical education; Patient engagement; Feedback; PRIMARY-CARE; BEHAVIOR-CHANGE; METAANALYSIS; OUTCOMES;
D O I
10.1186/s12909-024-05217-4
中图分类号
G40 [教育学];
学科分类号
040101 ; 120403 ;
摘要
BackgroundFinding time in the medical curriculum to focus on motivational interviewing (MI) training is a challenge in many medical schools. We developed a software-based training tool, "Real-time Assessment of Dialogue in Motivational Interviewing" (ReadMI), that aims to advance the skill acquisition of medical students as they learn the MI approach. This human-artificial intelligence teaming may help reduce the cognitive load on a training facilitator.MethodsDuring their Family Medicine clerkship, 125 third-year medical students were scheduled in pairs to participate in a 90-minute MI training session, with each student doing two role-plays as the physician. Intervention group students received both facilitator feedback and ReadMI metrics after their first role-play, while control group students received only facilitator feedback.ResultsWhile students in both conditions improved their MI approach from the first to the second role-play, those in the intervention condition used significantly more open-ended questions, fewer closed-ended questions, and had a higher ratio of open to closed questions.ConclusionMI skills practice can be gained with a relatively small investment of student time, and artificial intelligence can be utilized both for the measurement of MI skill acquisition and as an instructional aid.
引用
收藏
页数:8
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