Medical Students' Perspectives on Entrustment Decision Making in an Entrustable Professional Activity Assessment Framework: A Secondary Data Analysis

Assessing supervisor versus trainee viewpoints of entrustment through cognitive and affective lenses: an artificial intelligence investigation of bias in feedback

The entrustment framework redirects assessment from considering only trainees' competence to decision-making about their readiness to perform clinical tasks independently. Since trainees and supervisors both contribute to entrustment decisions, we examined the cognitive and affective factors that underly their negotiation of trust, and whether trainee demographic characteristics may bias them. Using a document analysis approach, we adapted large language models (LLMs) to examine feedback dialogs (N = 24,187, each with an associated entrustment rating) between medical student trainees and their clinical supervisors. We compared how trainees and supervisors differentially documented feedback dialogs about similar tasks by identifying qualitative themes and quantitatively assessing their correlation with entrustment ratings. Supervisors' themes predominantly reflected skills related to patient presentations, while trainees' themes were broader-including clinical performance and personal qualities. To examine affect, we trained an LLM to measure feedback sentiment. On average, trainees used more negative language (5.3% lower probability of positive sentiment, p < 0.05) compared to supervisors, while documenting higher entrustment ratings (+ 0.08 on a 1-4 scale, p < 0.05). We also found biases tied to demographic characteristics: trainees' documentation reflected more positive sentiment in the case of male trainees (+ 1.3%, p < 0.05) and of trainees underrepresented in medicine (UIM) (+ 1.3%, p < 0.05). Entrustment ratings did not appear to reflect these biases, neither when documented by trainee nor supervisor. As such, bias appeared to influence the emotive language trainees used to document entrustment more than the degree of entrustment they experienced. Mitigating these biases is nonetheless important because they may affect trainees' assimilation into their roles and formation of trusting relationships.

How well do UK assistantships equip medical students for graduate practice? Think EPAs

The goal of better medical student preparation for clinical practice drives curricular initiatives worldwide. Learning theory underpins Entrustable Professional Activities (EPAs) as a means of safe transition to independent practice. Regulators mandate senior assistantships to improve practice readiness. It is important to know whether meaningful EPAs occur in assistantships, and with what impact. Final year students at one UK medical school kept learning logs and audio-diaries for six one-week periods during a year-long assistantship. Further data were also obtained through interviewing participants when students and after three months as junior doctors. This was combined with data from new doctors from 17 other UK schools. Realist methods explored what worked for whom and why. 32 medical students and 70 junior doctors participated. All assistantship students reported engaging with EPAs but gaps in the types of EPAs undertaken exist, with level of entrustment and frequency of access depending on the context. Engagement is enhanced by integration into the team and shared understanding of what constitutes legitimate activities. Improving the shared understanding between student and supervisor of what constitutes important assistantship activity may result in an increase in the amount and/or quality of EPAs achieved.

Entrustment decision-making in genetic counseling supervision: Exploring supervisor and student perspectives to enhance training practices

Entrustment decisions are an essential part of genetic counseling supervision and have the potential to influence a student's progression toward autonomy. However, there is often uncertainty among supervisors regarding how and when to make these decisions and very few studies have examined the impact of these decisions on students. This study utilized a mixed methods approach including surveys of genetic counseling supervisors (n = 76) and students (n = 86) as well as qualitative interviews with genetic counseling supervisors (n = 20) and students (n = 20) that explored factors that influence the entrustment decisions of genetic counseling supervisors and their effect on genetic counseling students. Genetic counseling supervisors and students were recruited from various organizations across the United States and Canada and represented a range of geographic regions, hospital systems, and genetic counseling programs. A hybrid process of deductive and inductive coding and thematic analysis was used to evaluate and interpret transcripts from the supervisor and student interviews. All participants identified advantages of increased autonomy during training. However, many supervisors reported low entrustment, seldom allowing students to complete unsupervised sessions or supervised cases without interruption. Entrustment decisions were heavily influenced by student ability and confidence, as well as patient feedback. Students emphasized the negative impact of decreased entrustment on their confidence and described clear benefits to increased autonomy before, during, and after the genetic counseling appointment. Supervisors identified various barriers to entrustment pertaining to the student, clinical setting, and the patient, whereas students more often emphasized barriers pertaining to themselves. Our results highlight a tension between the clear advantages of increased entrustment and autonomy and various barriers to the provision of these opportunities. Additionally, our data suggest several ways to enhance the supervisor-student relationship and promote additional learning opportunities to support student-centered supervision.

Entrustable Professional Activities and Their Relevance to Pediatric Cardiology Training

Entrustable professional activities (EPAs) have become a popular framework for medical trainee assessment and a supplemental component for milestone and competency assessment. EPAs were developed to facilitate assessment of competencies and furthermore to facilitate translation into clinical practice. In this review, we explore the rationale for the introduction of EPAs, examine whether they fulfill the promise expected of them, and contemplate further developments in their application with specific reference to training in pediatric cardiology.

Using entrustable professional activities to better prepare students for their postgraduate medical training: A medical student's perspective

THE PROBLEM

Medical students graduate underprepared for postgraduate medical training despite years of classroom and clinical training. In this article, a medical student shares her personal perspectives on three factors contributing to this problem in undergraduate medical education: students' peripheral roles in the clinical environment impede learning, students receive inadequate feedback, and assessments do not measure desired learning outcomes.

A SOLUTION

The authors describe how using entrustable professional activities (EPAs) could address these issues and promote students' clinical engagement by clarifying their roles, providing them with frequent and actionable feedback, and aligning their assessments with authentic work. These factors combined with grading schemes rewarding improvement could contribute to a growth mindset that reprioritizes clinical skill acquisition. The authors explore how medical schools have begun implementing the EPA framework, highlight insights from these efforts, and describe barriers that must be addressed.

THE FUTURE

Incorporating EPAs into medical school curricula could better prepare students for postgraduate training while also alleviating issues that contribute to student burnout by defining students' roles, improving feedback, and aligning assessments with desired learning outcomes.

Concordance of Narrative Comments with Supervision Ratings Provided During Entrustable Professional Activity Assessments

BACKGROUND

Use of EPA-based entrustment-supervision ratings to determine a learner's readiness to assume patient care responsibilities is expanding.

OBJECTIVE

In this study, we investigate the correlation between narrative comments and supervision ratings assigned during ad hoc assessments of medical students' performance of EPA tasks.

DESIGN

Data from assessments completed for students enrolled in the clerkship phase over 2 academic years were used to extract a stratified random sample of 100 narrative comments for review by an expert panel.

PARTICIPANTS

A review panel, comprised of faculty with specific expertise related to their roles within the EPA program, provided a "gold standard" supervision rating using the comments provided by the original assessor.

MAIN MEASURES

Interrater reliability (IRR) between members of review panel and correlation coefficients (CC) between expert ratings and supervision ratings from original assessors.

KEY RESULTS

IRR among members of the expert panel ranged from .536 for comments associated with focused history taking to .833 for complete physical exam. CC (Kendall's correlation coefficient W) between panel members' assignment of supervision ratings and the ratings provided by the original assessors for history taking, physical examination, and oral presentation comments were .668, .697, and .735 respectively. The supervision ratings of the expert panel had the highest degree of correlation with ratings provided during assessments done by master assessors, faculty trained to assess students across clinical contexts. Correlation between supervision ratings provided with the narrative comments at the time of observation and supervision ratings assigned by the expert panel differed by clinical discipline, perhaps reflecting the value placed on, and perhaps the comfort level with, assessment of the task in a given specialty.

CONCLUSIONS

To realize the full educational and catalytic effect of EPA assessments, assessors must apply established performance expectations and provide high-quality narrative comments aligned with the criteria.

Supported Independence: The Role of Supervision to Help Trainees Manage Uncertainty

PURPOSE

Safe and effective supervised practice requires a negotiated partnership between trainees and their supervisors. Substantial work has explored how supervisors make judgments about trainees' readiness to safely engage in critical professional activities, yet less is known about how trainees leverage the support of supervisors when they perceive themselves to be at the limits of their abilities. The purpose of this study is to explore how trainees use supervisory support to navigate experiences of clinical uncertainty.

METHOD

Using a constructivist grounded theory approach, the authors explored how novice emergency medicine trainees conceptualized the role of their supervisors during experiences of clinical uncertainty. They employed a critical incident technique to elicit stories from participants immediately following clinical shifts between July and September 2020, and asked participants to describe their experiences of uncertainty within the context of supervised practice. Using constant comparison, 2 investigators coded line-by-line and organized these stories into focused codes. The relationships between these codes were discussed by the research team, and this enabled them to theorize about the relationships between the emergent themes.

RESULTS

Participants reported a strong desire for supported independence, where predictable and accessible supervisory structures enabled them to work semiautonomously through challenging clinical situations. They described a process of borrowing their supervisors' comfort during moments of uncertainty and mechanisms to strategically broadcast their evolving understanding of a situation to implicitly invoke (the right level of) support from their supervisors. They also highlighted challenges they faced when they felt insufficiently supported.

CONCLUSIONS

By borrowing comfort from-or deliberately projecting their thinking to-supervisors, trainees aimed to strike the appropriate balance between independence for the purposes of learning and support to ensure safety. Understanding these strategic efforts could help educators to better support trainees in their growth toward self-regulation.

How Do Clerkship Students Use EPA Data? Illuminating Students' Perspectives as Partners in Programs of Assessment

INTRODUCTION

The implementation of programs of assessment based on Entrustable Professional Activities (EPAs) offers an opportunity for students to obtain unique data to guide their ongoing learning and development. Although authors have explored factors that contribute to trust-based decisions, learners' use of assessors' decisions about the level of supervision they need has not been fully investigated.

METHODS

In this study, we conducted semi-structured interviews of clerkship students who participated in the first year of our EPA program to determine how they interpret and use supervision ratings provided in EPA assessments. Content analysis was performed using concept-driven and open coding.

RESULTS

Nine interviews were completed. Twenty-two codes derived from previous work describing factors involved in trust decisions and 12 novel codes were applied to the interview text. Analyses revealed that students focus on written and verbal feedback from assessors more so than on supervision ratings. Axial coding revealed a temporal organization that categorized how students considered the data from EPA assessments. While factors before, during, and after an assessment affected students' use of information, the relationship between the student and the assessor had impact throughout.

CONCLUSIONS

Although students reported varying use of the supervision ratings, their perspectives about how assessors and students interact and/or partner before, during, and after assessments provide insights into the importance of an educational alliance in making a program of assessment meaningful and acceptable to learners.

Entrustable Professional Activities and Entrustment Decision Making: A Development and Research Agenda for the Next Decade

To establish a research and development agenda for Entrustable Professional Activities (EPAs) for the coming decade, the authors, all active in this area of investigation, reviewed recent research papers, seeking recommendations for future research. They pooled their knowledge and experience to identify 3 levels of potential research and development: the micro level of learning and teaching; the meso level of institutions, programs, and specialty domains; and the macro level of regional, national, and international dynamics. Within these levels, the authors categorized their recommendations for research and development. The authors identified 14 discrete themes, each including multiple questions or issues for potential exploration, that range from foundational and conceptual to practical. Much research to date has focused on a variety of issues regarding development and early implementation of EPAs. Future research should focus on large-scale implementation of EPAs to support competency-based medical education (CBME) and on its consequences at the 3 levels. In addition, emerging from the implementation phase, the authors call for rigorous studies focusing on conceptual issues. These issues include the nature of entrustment decisions and their relationship with education and learner progress and the use of EPAs across boundaries of training phases, disciplines and professions, including continuing professional development. International studies evaluating the value of EPAs across countries are another important consideration. Future studies should also remain alert for unintended consequences of the use of EPAs. EPAs were conceptualized to support CBME in its endeavor to improve outcomes of education and patient care, prompting creation of this agenda.