Evidence map›Paper›PMID 39954238›Full record

ArticleFamily medicine2025

Best Practices for Early Intervention and Remediation of Residents in Family Medicine: Insights From an Interdisciplinary Delphi Study.

Christopher M Haymaker, Jessica Schilling, Kathryn Fraser, Emilee Delbridge, Amber Cadick, Amy Romain, Melissa E Arthur, Grace Pratt, Molly S Clark

Abstract read
In one paragraph

Article in Family medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

4 citing papers in PubMed.

  1. Article
  2. Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Christopher M HaymakerHomer Stryker M.D. School of Medicine, Western Michigan University, Kalamazoo, MI.
Jessica SchillingDuluth Family Medicine Residency, University of Minnesota, Minneapolis, MN.
Kathryn FraserFamily Medicine Residency, Halifax Health, Daytona Beach, FL.
Emilee DelbridgeIUMethodist Family Medicine Residency, Indiana University School of Medicine, Indianapolis, IN.
Amber CadickFamily Medicine Residency, Union Hospital, Terre Haute, IN.
Amy RomainSparrow/MSU Family Medicine Residency, University of Michigan Health, East Lansing, MI.
Melissa E ArthurSUNY Upstate Medical University, East Lansing, MI.
Grace PrattGreat Plains Family Medicine Residency, Oklahoma City, OK.
Molly S ClarkUniversity of Mississippi Medical Center, Jackson, MS.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundRemediation and early intervention for family medicine residents who experience performance problems represent a challenge for programs, faculty, and residents. Some evidence suggests that identifying those at risk for performance problems and providing support early may prevent more serious issues later in residency.

objectivesWe wanted to explore the perspectives of content experts to identify best practices for early intervention and remediation to address common challenges and create a framework for more effective and inclusive early intervention and remediation.

methodsWe used a Delphi approach to identify themes and best practices for early intervention and remediation, including qualitative interviews, identification of themes, clarification of essential practices, and confirmation of agreement with core medical faculty.

resultsOur qualitative interviews and Delphi methodology identified best practices in five main categories: (a) early assessment and identification, (b) feedback, (c) resident engagement, (d) intervention strategies and resources, and (e) documentation. From an initial pool of 38 recommendations, we identified a final group of 11 practices that generated broad agreement among behavioral science faculty and core medical faculty.

conclusionsKey principles for early intervention and remediation include early skill assessment, data-driven feedback, collaborative processes, diverse resources, clear documentation, and faculty training for providing actionable feedback. While our Delphi study provided in-depth insights into various programs' practices, it may not capture unique practices across all programs. Future research on early intervention and remediation should explore current practices, aiming for specific, collaborative, and transparent processes, with insights from experienced faculty, to enhance equity and effectiveness.

Indexed as

Clinical CompetenceFamily PracticeInternship and ResidencyDelphi TechniqueHumansQualitative Research

Identifiers

PMID39954238
PMCPMC11922149

What OpenQuestion holds

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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.