ArticleWorld journal of orthopedics2022
Social media growth of orthopaedic surgery residency programs in response to the COVID-19 pandemic.
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.
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Who cites it
6 citing papers in PubMed.
- Current Orthopaedic Sports Medicine Fellowships Have a Limited Presence on Social Media.Arthroscopy, sports medicine, and rehabilitation · 2025Article
- Social Media and Wellness: Evolving Trends in Orthopaedic Surgery Residency Representation.Journal of the American Academy of Orthopaedic Surgeons. Global research & reviews · 2025Article
- The Role of Natural Language Processing in Graduate Medical Education: A Scoping Review.Cureus · 2025Review
- Exploring Applicants' Perceptions of the Social Media Presence of Orthopedic Surgery Residency Programs.Cureus · 2025Article
- Very Few ACGME-accredited Orthopaedic Surgery Residency Programs Have Web-accessible Leave Policies Dedicated to Parental Leave for Residents, Despite ACGME Requirements.Clinical orthopaedics and related research · 2024Article
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6 authors.
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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.
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