Research Study Characteristics Associated with Media Engagement in Hip and Knee Arthroplasty Database Studies
DOI:
https://doi.org/10.55576/job.v4i4.62Keywords:
Arthroplasty research, Altmetrics, Administrative database, Clinical registry, X postsAbstract
Objectives: This study identified associations between a study’s Altmetric Attention Score (AAS) and the number of times it was posted on X (formerly Twitter) with article characteristics such as the topic or publishing journal.
Design: Retrospective study.
Setting: Articles published in the orthopedic literature.
Article Selection: A total of 116 eligible articles using administrative databases or clinical registries published in 2020 in four orthopaedic journals were studied.
Intervention: None.
Main Outcome Measurements: Each of the 116 selected articles was assigned one of the following topics: complications and outcomes, technology, medications and/or anesthesia, logistics, and surgical techniques. AAS and X posts for each article were retrieved. Kruskal-Wallis tests were used to identify differences in the AAS and X posts across journals and topics.
Results: Kruskal-Wallis tests revealed a difference between an article’s publishing journal and its AAS (p = 0.034) and number of X posts (p = 0.032), with articles published in the Bone & Joint Journal (BJJ) having the greatest mean AAS (16.27) and X posts (25.73). Kruskal-Wallis tests showed a difference between an article’s topic and its AAS (p = 0.001) and number of X posts (p= 0.027), with articles focused on surgical techniques having the greatest mean AAS (26.50) and X posts (37.00).
Conclusions: There is significant variation in the degree of media engagement for hip and knee arthroplasty database studies. The topic of the article (surgical techniques) and journal of publication (BJJ) were associated with a greater level of engagement.
Level of Evidence: Level V.
References
Sun J, Mavrogenis AF, Scarlat MM. The growth of scientific publications in 2020: a bibliometric analysis based on the number of publications, keywords, and citations in orthopaedic surgery. Int Orthop. 2021 Aug;45(8):1905-1910. doi: 10.1007/s00264-021-05171-6. PMID: 34333676; PMCID: PMC8325773.
Rawat S, Meena S. Publish or perish: Where are we heading? J Res Med Sci. 2014 Feb;19(2):87-9. PMID: 24778659; PMCID: PMC3999612.
Mun F, Scott AR, Cui D, Lehman EB, Jeong S, Chisty A, Juliano PJ, Hennrikus WL, Hennrikus EF. A comparison of orthopaedic surgery and internal medicine perceptions of USMLE Step 1 pass/fail scoring. BMC Med Educ. 2021 May 3;21(1):255. doi: 10.1186/s12909-021-02699-4. Erratum in: BMC Med Educ. 2021 Oct 27;21(1):543. PMID: 33941167; PMCID: PMC8091716.
Pugely AJ, Martin CT, Harwood J, Ong KL, Bozic KJ, Callaghan JJ. Database and Registry Research in Orthopaedic Surgery: Part I: Claims-Based Data. J Bone Joint Surg Am. 2015 Aug 5;97(15):1278-87. doi: 10.2106/JBJS.N.01260. PMID: 26246263.
Pugely AJ, Martin CT, Harwood J, Ong KL, Bozic KJ, Callaghan JJ. Database and Registry Research in Orthopaedic Surgery: Part 2: Clinical Registry Data. J Bone Joint Surg Am. 2015 Nov 4;97(21):1799-808. doi: 10.2106/JBJS.O.00134. PMID: 26537168.
Karlson NW, Nezwek TA, Menendez ME, Tybor D, Salzler MJ. Increased Utilization of American Administrative Databases and Large-scale Clinical Registries in Orthopaedic Research, 1996 to 2016. J Am Acad Orthop Surg Glob Res Rev. 2018 Nov 16;2(11):e076. doi: 10.5435/JAAOSGlobal-D-18-00076. PMID: 30656264; PMCID: PMC6324904.
Bohl DD, Singh K, Grauer JN. Nationwide Databases in Orthopaedic Surgery Research. J Am Acad Orthop Surg. 2016 Oct;24(10):673-82. doi: 10.5435/JAAOS-D-15-00217. PMID: 27579813.
Thapa DK, Visentin DC, Hunt GE, Watson R, Cleary M. Being honest with causal language in writing for publication. J Adv Nurs. 2020 Jun;76(6):1285-1288. doi: 10.1111/jan.14311. Epub 2020 Feb 18. PMID: 32020658.
Goodloe JB, Barakat N, Novicoff WM, Browne JA, Werner BC. The use of causal language and inferences in observational shoulder arthroplasty database studies. J Shoulder Elbow Surg. 2023 Sep;32(9):1918-1923. doi: 10.1016/j.jse.2023.02.126. Epub 2023 Mar 18. PMID: 36935077.
Barakat N, Novicoff WM, Werner BC, Browne JA. High Prevalence of Causal Language and Inferences in Observational Hip and Knee Arthroplasty Database Studies: A Review of Papers Published Across Four Orthopaedic Journals. J Arthroplasty. 2023 May;38(5):945-949. doi: 10.1016/j.arth.2022.12.008. Epub 2022 Dec 13. PMID: 36521731.
Altmetric. Altmetric attention score. How is the Altmetric Attention Score calculated? June 6, 2023. Accessed October 22, 2023. https://help.altmetric.com/support/solutions/articles/6000233311-how-is-the-altmetric-attention-score-calculated-.
Tullu MS, Karande S. Success in Publishing: Selecting an Appropriate Journal and Braving the Peer-review Process. J Postgrad Med. 2018 Jan-Mar;64(1):1-4. doi: 10.4103/jpgm.JPGM_618_17. PMID: 29386410; PMCID: PMC5820808.
Ence AK, Cope SR, Holliday EB, Somerson JS. Publication Productivity and Experience: Factors Associated with Academic Rank Among Orthopaedic Surgery Faculty in the United States. J Bone Joint Surg Am. 2016 May 18;98(10):e41. doi: 10.2106/JBJS.15.00757. PMID: 27194503.
Fagbule OF. USE OF SOCIAL MEDIA TO ENHANCE THE IMPACT OF PUBLISHED PAPERS. Ann Ib Postgrad Med. 2018 Jun;16(1):1-2. PMID: 30254552; PMCID: PMC6143884.
Jildeh TR, Okoroha KR, Guthrie ST, Parsons TW 3rd. Social Media Use for Orthopaedic Surgeons. JBJS Rev. 2019 Mar;7(3):e7. doi: 10.2106/JBJS.RVW.18.00085. PMID: 30920481.
Fogelson NS, Rubin ZA, Ault KA. Beyond likes and tweets: an in-depth look at the physician social media landscape. Clin Obstet Gynecol. 2013 Sep;56(3):495-508. doi: 10.1097/GRF.0b013e31829e7638. PMID: 23835911.
Ball P, Maxmen A. The epic battle against coronavirus misinformation and conspiracy theories. Nature. 2020 May;581(7809):371-374. doi: 10.1038/d41586-020-01452-z. PMID: 32461658.
Zimba O, Gasparyan AY. Social media platforms: a primer for researchers. Reumatologia. 2021;59(2):68-72. doi: 10.5114/reum.2021.102707. Epub 2021 Jan 16. PMID: 33976459; PMCID: PMC8103414.
Hong TI, Bernstein SL, Ramirez A, Gu A, Agarwal AR, Lutton DM, Tabaie S. Analysis of the Perception and Treatment of Osteoarthritis of the Knee Through Social Media: An Observational Study of the Top 100 Viral TikTok Videos. Cureus. 2023 Nov 8;15(11):e48487. doi: 10.7759/cureus.48487. PMID: 38024061; PMCID: PMC10630902.
Kolade O, Martinez R, Awe A, Dubin JM, Mehran N, Mulcahey MK, Tabaie S. Misinformation About Orthopaedic Conditions on Social Media: Analysis of TikTok and Instagram. Cureus. 2023 Dec 5;15(12):e49946. doi: 10.7759/cureus.49946. PMID: 38058527; PMCID: PMC10696526.
Cohen SA, Zhuang T, Xiao M, Michaud JB, Amanatullah DF, Kamal RN. Google Trends Analysis Shows Increasing Public Interest in Platelet-Rich Plasma Injections for Hip and Knee Osteoarthritis. J Arthroplasty. 2021 Oct;36(10):3616-3622. doi: 10.1016/j.arth.2021.05.040. Epub 2021 Jun 4. PMID: 34172346; PMCID: PMC8478783.
García-Villar C. A critical review on altmetrics: can we measure the social impact factor? Insights Imaging. 2021 Jul 2;12(1):92. doi: 10.1186/s13244-021-01033-2. PMID: 34215935; PMCID: PMC8253863.
Vadhera AS, Fones L, Johns W, Cohen AR, Hanna A, Tjoumakaris FP, Freedman KB. The Most Impactful Articles on the Shoulder Labrum From the United States or Europe, and Decreased Level of Evidence Is Associated With Increased Altmetric Attention Score. Arthrosc Sports Med Rehabil. 2024 Jan 28;6(1):100876. doi: 10.1016/j.asmr.2023.100876. PMID: 38318397; PMCID: PMC10839257.
Kunze KN, Richardson M, Bernstein DN, Premkumar A, Piuzzi NS, McLawhorn AS. Altmetrics Attention Scores for Randomized Controlled Trials in Total Joint Arthroplasty Are Reflective of High Scientific Quality: An Altmetrics-Based Methodological Quality and Bias Analysis. J Am Acad Orthop Surg Glob Res Rev. 2020 Dec;4(12):e20.00187. doi: 10.5435/JAAOSGlobal-D-20-00187. PMID: 33278182; PMCID: PMC7714052.
Kunze KN, Vadhera AS, Polce EM, Higuera CA, Siddiqi A, Chahla J, Piuzzi NS. The Altmetric Attention Score Is Associated With Citation Rates and May Reflect Academic Impact in the Total Joint Arthroplasty Literature. HSS J. 2023 Feb;19(1):37-43. doi: 10.1177/15563316221115723. Epub 2022 Aug 9. PMID: 36776509; PMCID: PMC9837400.
Wood M, Patel PA, Boyd CJ. Altmetric analysis of the most mentioned articles online in the orthopaedic literature. J Clin Orthop Trauma. 2023 Aug 6;43:102232. doi: 10.1016/j.jcot.2023.102232. PMID: 37601620; PMCID: PMC10432777.
Kirloskar KM, Civilette MD, Rate WR, Cohen AS, Haislup BD, Nayar SK, Bodendorfer BM, Gould HP. The 50 most impactful articles on the medial ulnar collateral ligament: An altmetric analysis of online media. SAGE Open Med. 2022 Nov 24;10:20503121221129921. doi: 10.1177/20503121221129921. PMID: 36451777; PMCID: PMC9703534.
Haislup BD, Rate WR, Civilette MD, Cohen AS, Bodendorfer BM, Gould HP. The 100 most impactful articles on the rotator cuff: an altmetric analysis of online media. J Exp Orthop. 2022 Sep 12;9(1):92. doi: 10.1186/s40634-022-00530-7. PMID: 36094768; PMCID: PMC9468194.
Civilette MD, Rate WR, Haislup BD, Cohen AS, Camire L, Bodendorfer BM, Gould HP. The top 100 most impactful articles on the anterior cruciate ligament: An altmetric analysis of online media. SAGE Open Med. 2022 Jul 30;10:20503121221111694. doi: 10.1177/20503121221111694. PMID: 35924141; PMCID: PMC9340895.
Ng MK, Vakharia RM, Bozic KJ, Callaghan JJ, Mont MA. Clinical and Administrative Databases Used in Lower Extremity Arthroplasty Research. J Arthroplasty. 2021 Oct;36(10):3608-3615. doi: 10.1016/j.arth.2021.05.034. Epub 2021 May 28. PMID: 34130871.
von Elm E, Altman DG, Egger M, Pocock SJ, Gøtzsche PC, Vandenbroucke JP; STROBE Initiative. The Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) statement: guidelines for reporting observational studies. PLoS Med. 2007 Oct 16;4(10):e296. doi: 10.1371/journal.pmed.0040296. PMID: 17941714; PMCID: PMC2020495.
Kristensen TB, Dybvik E, Kristoffersen M, Dale H, Engesæter LB, Furnes O, Gjertsen JE. Cemented or Uncemented Hemiarthroplasty for Femoral Neck Fracture? Data from the Norwegian Hip Fracture Register. Clin Orthop Relat Res. 2020 Jan;478(1):90-100. doi: 10.1097/CORR.0000000000000826. PMID: 31855192; PMCID: PMC7000039.
Gu A, Malahias MA, Cohen JS, Richardson SS, Stake S, Blevins JL, Sculco PK. Prior Knee Arthroscopy Is Associated With Increased Risk of Revision After Total Knee Arthroplasty. J Arthroplasty. 2020 Jan;35(1):100-104. doi: 10.1016/j.arth.2019.08.043. Epub 2019 Aug 27. PMID: 31548115.
St Mart JP, de Steiger RN, Cuthbert A, Donnelly W. The three-year survivorship of robotically assisted versus non-robotically assisted unicompartmental knee arthroplasty. Bone Joint J. 2020 Mar;102-B(3):319-328. doi: 10.1302/0301-620X.102B3.BJJ-2019-0713.R1. PMID: 32114810.
Leong JW, Cook MJ, O'Neill TW, Board TN. Is the use of antibiotic-loaded bone cement associated with a lower risk of revision after primary total hip arthroplasty? Bone Joint J. 2020 Aug;102-B(8):997-1002. doi: 10.1302/0301-620X.102B8.BJJ-2020-0120.R1. PMID: 32731820.
Brochin RL, Phan K, Poeran J, Zubizarreta N, Galatz LM, Moucha CS. Trends in Periprosthetic Hip Infection and Associated Costs: A Population-Based Study Assessing the Impact of Hospital Factors Using National Data. J Arthroplasty. 2018 Jul;33(7S):S233-S238. doi: 10.1016/j.arth.2018.02.062. Epub 2018 Feb 22. PMID: 29573912.
Brochin R, Poeran J, Vig KS, Keswani A, Zubizarreta N, Galatz LM, Moucha C. Trends in Periprosthetic Knee Infection and Associated Costs: A Population-Based Study Using National Data. J Knee Surg. 2021 Aug;34(10):1110-1119. doi: 10.1055/s-0040-1701516. Epub 2020 Mar 4. PMID: 32131096.
McMaster Arthroplasty Collaborative (MAC). Risk Factors for Periprosthetic Joint Infection Following Primary Total Hip Arthroplasty: A 15-Year, Population-Based Cohort Study. J Bone Joint Surg Am. 2020 Mar 18;102(6):503-509. doi: 10.2106/JBJS.19.00537. PMID: 31876641.
Hoskins W, Bingham R, Lorimer M, Hatton A, de Steiger RN. Early Rate of Revision of Total Hip Arthroplasty Related to Surgical Approach: An Analysis of 122,345 Primary Total Hip Arthroplasties. J Bone Joint Surg Am. 2020 Nov 4;102(21):1874-1882. doi: 10.2106/JBJS.19.01289. PMID: 32769807.
Varady NH, Feroe AG, Fontana MA, Chen AF. Causal Language in Observational Orthopaedic Research. J Bone Joint Surg Am. 2021 Oct 6;103(19):e76. doi: 10.2106/JBJS.20.01921. PMID: 33886523.
Journal impact factor - journal citation reports [Internet]. Web of Science Group. Clarivate; 2022 [cited 2022Dec23]. Available from: https://clarivate.com/webofsciencegroup/solutions/journal-citation-reports/
Haneef R, Ravaud P, Baron G, Ghosn L, Boutron I. Factors associated with online media attention to research: a cohort study of articles evaluating cancer treatments. Res Integr Peer Rev. 2017 Jul 1;2:9. doi: 10.1186/s41073-017-0033-z. PMID: 29451556; PMCID: PMC5803628.
Yu, H., Murat, B., Li, L. et al. How accurate are Twitter and Facebook altmetrics data? A comparative content analysis. Scientometrics 126, 4437–4463 (2021). https://doi.org/10.1007/s11192-021-03954-7
Luxenburg D, Constantinescu D, St Louis G, Bondar KJ, Sudah SY, D'Apuzzo M. Characteristics and Trends of the Most Cited Publications in The Journal of Arthroplasty. Arthroplast Today. 2022 Jul 19;16:211-218. doi: 10.1016/j.artd.2022.05.011. PMID: 35880227; PMCID: PMC9307491.
Constantinescu D, Luxenburg D, Markowitz MI, Helmi Mahmoud RH, D'Apuzzo M. Top 50 most cited articles in revision total hip arthroplasty research. J Orthop. 2022 Apr 14;31:92-98. doi: 10.1016/j.jor.2022.04.002. PMID: 35496355; PMCID: PMC9046961.
Özkent Y. Social media usage to share information in communication journals: An analysis of social media activity and article citations. PLoS One. 2022 Feb 9;17(2):e0263725. doi: 10.1371/journal.pone.0263725. PMID: 35139134; PMCID: PMC8827420.
Zimba O, Gasparyan AY. Social media platforms: a primer for researchers. Reumatologia. 2021;59(2):68-72. doi: 10.5114/reum.2021.102707. Epub 2021 Jan 16. PMID: 33976459; PMCID: PMC8103414.
Dol J, Tutelman PR, Chambers CT, Barwick M, Drake EK, Parker JA, Parker R, Benchimol EI, George RB, Witteman HO. Health Researchers' Use of Social Media: Scoping Review. J Med Internet Res. 2019 Nov 13;21(11):e13687. doi: 10.2196/13687. PMID: 31719028; PMCID: PMC6881779.
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