Evidence map›Paper›PMID 36159620›Full record

ArticleWorld journal of orthopedics2022

Social media growth of orthopaedic surgery residency programs in response to the COVID-19 pandemic.

Joseph S Geller, Dustin H Massel, Michael G Rizzo, Ean Schwartz, Jacob Eric Milner, Chester J Donnally Iii

Abstract read
In one paragraph

Article in World journal of orthopedics, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Article
  2. Social Media and Wellness: Evolving Trends in Orthopaedic Surgery Residency Representation.Journal of the American Academy of Orthopaedic Surgeons. Global research & reviews · 2025
    Article
  3. Review
  4. Article
  5. Article
  6. Review
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

6 authors.

Joseph S GellerDepartment of Orthopaedic Surgery, University of Miami Miller School of Medicine, Miami, FL 33136, United States.
Dustin H MasselDepartment of Orthopaedic Surgery, University of Miami Miller School of Medicine, Miami, FL 33136, United States.
Michael G RizzoDepartment of Orthopedics, University of Miami Miller School of Medicine, Miami, FL 33136, United States.
Ean SchwartzUniversity of Miami Leonard M. Miller School of Medicine, University of Miami Miller School of Medicine, Miami, FL 33136, United States. ecs79@med.miami.edu.
Jacob Eric MilnerMiller School of Medicine, University of Miami, Miami, FL 33136, United States.
Chester J Donnally IiiTexas Spine Consultants, Texas Spine Consultants, Addison, TX 75001, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundIn the Spring of 2020, residency programs across the country experienced rapid and drastic changes to their application process as a result of the coronavirus disease 2019 (COVID-19) pandemic. In response, residency programs shifted to virtual events and began harnessing social media to communicate with applicants.

aimTo analyze the changes in social media usage by orthopaedic surgery programs in response to the COVID-19 pandemic.

methodsBased on the 2019 residency and fellowship electronic database, accredited US orthopaedic surgery programs were reviewed for social media presence on Instagram and Twitter. Approximately 47000 tweets from 2011-2021 were extracted through the Twitter application programming interface. We extracted: Total number of followers, accounts following, tweets, likes, date of account creation, hashtags, and mentions. Natural language processing was utilized for tweet sentiment analysis and classified as positive, neutral, or negative. Instagram data was collected and deemed current as of August 11, 2021. The account foundation date analysis was based on the date recognized as the start of the COVID-19 outbreak in the United States, before or after March 1, 2020.

resultsA total of 85 (42.3%) orthopaedic surgery residency program Twitter handles were identified. Thirty-five (41.2%) programs joined Twitter in the nine months after the 2020 covid outbreak. In 2020, there was a 126.6% increase in volume of tweets by orthopaedic surgery residency accounts as compared to 2019. The median number of followers was 474.5 (interquartile range 205.0-796.5). The account with the highest number of tweets was Hospital for Special Surgery (@HSpecialSurgery) with 13776 tweets followed by University of Virginia (@UVA_Ortho) with 5063 and Yale (@OrthoAtYale) with 899. Sentiment analysis before 2020 revealed 30.4% positive, 60.8% neutral, and 8.8% negative sentiments across tweets. Interestingly, the positive sentiment percentage increased in 2020 from 30.4% to 34.5%. Of the 201 ACGME-accredited orthopaedic residency programs on Fellowship and Residency Electronic Interactive Database, 115 (57.2%) participate on Instagram, with 101 (87.8%) identified as "resident"-managed

conclusionOur study demonstrates a substantial growth of Instagram and Twitter presence by orthopaedic surgery residency programs during the COVID-19 pandemic. These data suggest that orthopaedic residency programs have utilized social media as a new way to communicate with applicants and showcase their programs in light of the challenges presented by the pandemic.

Indexed as

COVID-19Orthopaedic surgeryResidencySocial media

Identifiers

PMID36159620
PMCPMC9453275

What OpenQuestion holds

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LicenceCC BY-NC
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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.