Evidence map›Paper›PMID 36099007›Full record

ArticleJMIR medical education2022

Informatics in Undergraduate Medical Education: Analysis of Competency Frameworks and Practices Across North America.

David Chartash, Marc Rosenman, Karen Wang, Elizabeth Chen

Abstract read
In one paragraph

Article in JMIR medical education, 2022. 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. Predictive Modeling for Pandemic Forecasting: A COVID-19 Study in New Zealand and Partner Countries.International journal of environmental research and public health · 2025
    Article
  3. Article
  4. Article
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

4 authors.

David ChartashSchool of Medicine, University College Dublin - National University of Ireland, Dublin, Ireland.ORCID https://orcid.org/0000-0002-0265-330X
Marc RosenmanAnn & Robert H Lurie Children's Hospital of Chicago, Chicago, IL, United States.ORCID https://orcid.org/0000-0001-9403-345X
Karen WangCenter for Medical Informatics, Yale University School of Medicine, New Haven, CT, United States.ORCID https://orcid.org/0000-0002-7866-9498
Elizabeth ChenCenter for Biomedical Informatics, The Warren Alpert Medical School of Brown University, Providence, RI, United States.ORCID https://orcid.org/0000-0002-6181-3369

Funding

Yale Clinical and Translational Science Award (U Component)UL1TR001863 · NCATS · YALE UNIVERSITY · PI John H. Krystal, LUCILA OHNO-MACHADO · 2016 to 2026
$102.9M
Personal Health Libraries for Formerly Incarcerated IndividualsR01LM013477 · NLM · YALE UNIVERSITY · PI WANG, KAREN H · 2020 to 2023
$1.9M
Accelerating Health Information Resource Equity for Multiracial PopulationsG08LM013801 · NLM · YALE UNIVERSITY · PI WANG, KAREN H · 2021 to 2023
$420k
NCATS NIH HHS UL1 TR001863NLM NIH HHS G08 LM013801NLM NIH HHS R01 LM013477
6 · The paper itself

Abstract

backgroundWith the advent of competency-based medical education, as well as Canadian efforts to include clinical informatics within undergraduate medical education, competency frameworks in the United States have not emphasized the skills associated with clinical informatics pertinent to the broader practice of medicine.

objectiveBy examining the competency frameworks with which undergraduate medical education in clinical informatics has been developed in Canada and the United States, we hypothesized that there is a gap: the lack of a unified competency set and frame for clinical informatics education across North America.

methodsWe performed directional competency mapping between Canadian and American graduate clinical informatics competencies and general graduate medical education competencies. Directional competency mapping was performed between Canadian roles and American common program requirements using keyword matching at the subcompetency and enabling competency levels. In addition, for general graduate medical education competencies, the Physician Competency Reference Set developed for the Liaison Committee on Medical Education was used as a direct means of computing the ontological overlap between competency frameworks.

resultsUpon mapping Canadian roles to American competencies via both undergraduate and graduate medical education competency frameworks, the difference in focus between the 2 countries can be thematically described as a difference between the concepts of clinical and management reasoning.

conclusionsWe suggest that the development or deployment of informatics competencies in undergraduate medical education should focus on 3 items: the teaching of diagnostic reasoning, such that the information tasks that comprise both clinical and management reasoning can be discussed; precision medical education, where informatics can provide for more fine-grained evaluation; and assessment methods to support traditional pedagogical efforts (both at the bedside and beyond). Assessment using cases or structured assessments (eg, Objective Structured Clinical Examinations) would help students draw parallels between clinical informatics and fundamental clinical subjects and would better emphasize the cognitive techniques taught through informatics.

Indexed as

Canadaclinicalcognitivecurriculumeducationframeworkinformaticsmanagementmedical educationmedical informaticsNorth Americateachingundergraduate medical educationUnited StatesUS

Identifiers

PMID36099007
PMCPMC9516378

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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.