ArticleJournal of graduate medical education2023
The Carbon Footprint and Cost of Virtual Residency Interviews.
Article in Journal of graduate medical education, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers, 1 of them a synthesis that pooled 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.
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.
Who cites it
12 citing papers in PubMed, 1 synthesis or guideline pooled it.
- The impact of preference signaling on interview and match rate for surgical match in resident education: a meta-analysis.BMC medical education · 2025Pooled it
- Article
- In-Person and Virtual Interviews for Complex General Surgical Oncology Fellowship: An Applicant's Perspective.Annals of surgical oncology · 2026Article
- Virtual Versus In-Person Interviews: The Impact of Perceived Success on the Applicant Experience.Laryngoscope investigative otolaryngology · 2025Article
- Estimating COFuture healthcare journal · 2025Article
- Enabling Exploration: Examining the Availability and Adequacy of Conference Funding for Medical Students.Plastic and reconstructive surgery. Global open · 2025Article
- Otolaryngology Applicants' Preferences for Virtual vs In-Person Interviews During the 2023-2024 Application Cycle.Journal of graduate medical education · 2025Article
- Assessing Program Culture in Virtual Fellowship Interviews: Insights From Pulmonary and Critical Care Fellows.Cureus · 2025Article
- Virtual and In-Person Multiple Mini-interviews: A Comparison of Two Modalities in Regard to Bias.Medical science educator · 2024Article
- Who Bears the Burden? Understanding the Socioeconomic Patterns of Educational Debt in Orthopaedic Surgery Residency Candidates.Clinical orthopaedics and related research · 2024Article
- Fellow Perceptions of Program Culture Conveyed Through Virtual Interviews: Aligning Perceptions With Reality.Cureus · 2024Article
- Multicenter Study of Optional In-Person Visits to Residency Programs After Virtual Interviews.Journal of graduate medical education · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
11 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: The shift from in-person to virtual residency interviews may impact greenhouse gas emissions (GHGE) and costs but the direction and amount of this change is not yet clear. Objective: To estimate GHGE and financial impacts of virtual interviews among applicants and programs. Methods: In 2020-2021 we sent a postinterview survey to 1429 applicants from 7 residency programs and 1 clinical psychology program at 1 institution. The survey collected origin of travel and transit type if in-person interviews had been held and excluded responses if the applicant would not have participated in an in-person interview, or if travel type or original city was missing. We used the International Civil Aviation Organization calculator to estimate flight-related GHGE in metric tons of carbon dioxide equivalent (MTCO2e) and Google Maps to estimate ground travel, with a standard CO2e per mile. Flight, hotel, and airport taxi costs were estimated using Expedia.com, Hotels.com, Uber, and Lyft. We aggregated these data and calculated median and interquartile ranges (IQRs) for applicant GHGE and cost savings, and assumed no cost or GHGE from virtual interviews. We used Wilcoxon signed rank sum tests to compare in-person 2019-2020 and virtual 2020-2021 GME program interview budgets. Results: The survey response rate was 565, or 40% of applicants; 543 remained after the exclusion criteria were applied. Reduction in applicant travel due to virtual interviews led to median estimated GHGE savings of 0.47 (IQR 0.30-0.61) MTCO2e and $490 (IQR $392-$544) per applicant, per interview. Programs savings ranged from $7,615 to $33,670 for the interview season. Conclusions: Virtual interviews in 8 GME programs were associated with lower estimated GHGE and costs, for applicants and programs, compared with in-person interviews.
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Registered trials
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.