# From Evaluation to Elevation: Standardized Letter of Evaluation Domains Tied to Future Emergency Medicine Chief Residents

## TL;DR

This study finds that higher scores in teamwork and perceived autonomy in medical student evaluations may predict future leadership roles in emergency medicine.

## Contribution

The study identifies specific SLOE domains linked to future chief resident selection, suggesting early leadership indicators in emergency medicine.

## Key findings

- Chief residents scored higher in teamwork, overall comparison to past applicants, and anticipated rank-list placement.
- No significant differences were found in clinical reasoning or communication skills between chief and non-chief residents.
- The study suggests structured leadership development is needed for all residents, regardless of early evaluations.

## Abstract

The Standardized Letter of Evaluation (SLOE) is a core component of emergency medicine (EM) residency applications, designed to assess clinical performance, professionalism, and leadership potential. While its utility in selecting residency candidates is well established, its association with future leadership roles, such as chief resident, remains unclear. Identifying early indicators of leadership potential could inform both recruitment and resident development efforts. In this study we aimed to evaluate whether medical students’ SLOEs are associated with subsequent selection as chief residents, offering insight into the SLOE’s potential to forecast future leadership within EM.

We conducted a retrospective review of 243 de-identified SLOEs from 101 residents at a single urban, academic EM residency program between 2015–2021; 21 residents (20.8%) went on to hold chief resident roles between 2018–2024. The SLOEs were numerically scored across 10 groups. We excluded SLOEs lacking quantitative ratings or written for non-core EM rotations.

Chief residents scored significantly higher than non-chief residents in three of 10 evaluated domains following Bonferroni correction for multiple comparisons: teamwork (P = .002), overall comparison to EM applicants from prior years (P = .003), and anticipated rank-list placement (P = .004). No significant differences were found in domains such as clinical reasoning, communication skills, or commitment to EM. Sex distribution among chief residents was approximately equal, minimizing concerns for confounding.

The Standardized Letter of Evaluation may offer limited but meaningful insight into future leadership potential in EM. Traits such as teamwork, self-directed learning, and perceived autonomy may distinguish future chief residents even prior to matriculation. However, traditional academic indicators alone may not identify those who ultimately assume leadership roles. These findings underscore the need for structured leadership development opportunities for all residents, regardless of early SLOE evaluations. Future research should explore whether intentional cultivation of leadership competencies throughout training can better support residents in achieving roles such as chief resident and beyond.