The Action Potential of an Applicant: A Seven-Year Study of Cardiac Electrophysiology Fellowship Match Outcomes (2019-2025) Article Swipe
Sebastian Balda
,
Matias Panchana‐Lascano
,
Ivo Diaz-Djevoich
,
Rodolfo Kronfle
,
Geovanna Minchalo-Ochoa
,
Thomas Leone-Berry
,
Sebastian Eduardo Balda
,
Matias Panchana‐Lascano
,
Ivo Diaz-Djevoich
,
Rodolfo Kronfle Cordovez
,
Geovanna Minchalo-Ochoa
,
Thomas Leone-Berry
·
YOU?
·
· 2025
· Open Access
·
· DOI: https://doi.org/10.1101/2025.11.18.25340535
YOU?
·
· 2025
· Open Access
·
· DOI: https://doi.org/10.1101/2025.11.18.25340535
Background Clinical Cardiac Electrophysiology (CCEP) is a critical subspecialty; however, comprehensive information on fellowship match data remains limited. This study analyzes the CCEP fellowship match from 2019 to 2025 to provide insight into applicant trends, academic backgrounds, and match outcomes. Methods A retrospective cohort study was conducted using data from the National Resident Matching Program from 2019 to 2025. The analyzed variables included applicant volume, available positions and programs, match rates, and applicants’ academic backgrounds. Statistical analyses included descriptive statistics, chi-square, and Pearson correlation with p-value of <0.05 was considered statistically significant. Results Over the study period, data were collected from 980 applicants and 953 available positions, of which 867 were filled (91% match rate). The academic backgrounds of matched applicants were 48% U.S. MD, 29% Non-U.S. IMG, and 13% U.S. IMG. Most applicants (77%) matched within their top three program choices. Significant trend changes included a 99% increase in applicants (p<.001) and a 93% decrease in unfilled programs (p<.001). Unfilled positions showed strong negative correlations with being among applicants’ top three choices (r=-0.952, p<.001) and with having a higher number of U.S. MD applicants (r=-0.885, p=0.008). Matching into a first-choice program was significantly correlated with being a U.S. IMG (r=0.809, p=0.028) or a Non-U.S. IMG (r=0.871, p=0.011). Conclusion The CCEP fellowship match has increased in applicant volume and improved match rates over time. Successful matches are linked to popularity among applicants, particularly U.S. MDs, while IMGs show a positive correlation with matching into their first-choice programs.
Related Topics
Concepts
Matching (statistics)
Medicine
Descriptive statistics
Correlation
IMG
Popularity
Cohort
Propensity score matching
Pearson product-moment correlation coefficient
Medical education
Statistical analysis
United States Medical Licensing Examination
Psychology
Statistics
Action (physics)
Medical physics
Positive correlation
MEDLINE
Metadata
- Type
- article
- Landing Page
- https://doi.org/10.1101/2025.11.18.25340535
- https://www.medrxiv.org/content/medrxiv/early/2025/11/19/2025.11.18.25340535.full.pdf
- OA Status
- green
- References
- 11
- OpenAlex ID
- https://openalex.org/W7106164404
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W7106164404Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.1101/2025.11.18.25340535Digital Object Identifier
- Title
-
The Action Potential of an Applicant: A Seven-Year Study of Cardiac Electrophysiology Fellowship Match Outcomes (2019-2025)Work title
- Type
-
articleOpenAlex work type
- Publication year
-
2025Year of publication
- Publication date
-
2025-11-19Full publication date if available
- Authors
-
Sebastian Balda, Matias Panchana‐Lascano, Ivo Diaz-Djevoich, Rodolfo Kronfle, Geovanna Minchalo-Ochoa, Thomas Leone-Berry, Sebastian Eduardo Balda, Matias Panchana‐Lascano, Ivo Diaz-Djevoich, Rodolfo Kronfle Cordovez, Geovanna Minchalo-Ochoa, Thomas Leone-BerryList of authors in order
- Landing page
-
https://doi.org/10.1101/2025.11.18.25340535Publisher landing page
- PDF URL
-
https://www.medrxiv.org/content/medrxiv/early/2025/11/19/2025.11.18.25340535.full.pdfDirect link to full text PDF
- Open access
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YesWhether a free full text is available
- OA status
-
greenOpen access status per OpenAlex
- OA URL
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https://www.medrxiv.org/content/medrxiv/early/2025/11/19/2025.11.18.25340535.full.pdfDirect OA link when available
- Concepts
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Matching (statistics), Medicine, Descriptive statistics, Correlation, IMG, Popularity, Cohort, Propensity score matching, Pearson product-moment correlation coefficient, Medical education, Statistical analysis, United States Medical Licensing Examination, Psychology, Statistics, Action (physics), Medical physics, Positive correlation, MEDLINETop concepts (fields/topics) attached by OpenAlex
- Cited by
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0Total citation count in OpenAlex
- References (count)
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11Number of works referenced by this work
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