Citations are Only Weakly to Moderately Correlated with Social Media and Online Attention in Hip and Knee Arthroplasty Database Publications

Authors

  • Nadim Barakat University of Virginia School of Medicine, 1340 Jefferson Park Avenue, Charlottesville, VA 22903, United States of America
  • Shahroze Ranjha University of Virginia School of Medicine
  • James Browne Department of Orthopaedic Surgery, University of Virginia, 2280 Ivy Road, Charlottesville, VA 22903, United States of America

Keywords:

Arthroplasty research, Altmetrics, X posts, Bibliometrics

Abstract

Objectives: Citations remain an important way to measure the impact of published research. However, social media provides the opportunity to assess an article’s engagement more rapidly. It is unclear if these metrics are redundant or serve complementary roles in assessing an article’s impact. This study sought to identify the correlation between a study’s citations and both its Altmetric Attention Score (AAS) and number of X posts.

Design: Retrospective study.

Setting: Articles published in the orthopedic literature.

Article Selection: A total of 116 hip and knee arthroplasty articles utilizing administrative databases or clinical registries published in 2020 in four orthopaedic journals with social media accounts were studied.

Intervention: None.

Main Outcome Measurements: AAS, X posts, and citations for each article were extracted. Correlations between citations with both AAS and X posts were determined using Pearson’s correlation coefficient (r) for the entire sample and each individual journal.

Results: For the entire sample, there were statistically significant (p < 0.001) weakly to moderately positive correlations (r = 0.363, r = 0.410) between citations to X posts and AAS, respectively. Only articles published in Clinical Orthopaedics and Related Research (n = 16) demonstrated a statistically significant (p < 0.001) strongly positive correlation (r = 0.872, r = 0.878) between citations and AAS and X posts, respectively.

Conclusions: Citations are weakly to moderately correlated with X posts and AAS, with correlation strengths varying across journals. These metrics appear to serve complementary roles in measuring an article’s impact; authors and journals should consider both to assess the overall interest in a study.

Level of Evidence: Level V.

References

Ali MJ. Questioning the Impact of the Impact Factor. A Brief Review and Future Directions. Semin Ophthalmol. 2022 Jan 2;37(1):91-96. doi: 10.1080/08820538.2021.1922713. Epub 2021 May 9. PMID: 33969807.

Sharma M, Sarin A, Gupta P, Sachdeva S, Desai AV. Journal impact factor: its use, significance and limitations. World J Nucl Med. 2014 May;13(2):146. doi: 10.4103/1450-1147.139151. PMID: 25191134; PMCID: PMC4150161.

Zhang D, Earp BE. Correlation Between Social Media Posts and Academic Citations of Orthopaedic Research. J Am Acad Orthop Surg Glob Res Rev. 2020 Sep;4(9):e20.00151. doi: 10.5435/JAAOSGlobal-D-20-00151. PMID: 32890011; PMCID: PMC7470009.

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.

Varady NH, Chandawarkar AA, Kernkamp WA, Gans I. Who should you be following? The top 100 social media influencers in orthopaedic surgery. World J Orthop. 2019 Sep 18;10(9):327-338. doi: 10.5312/wjo.v10.i9.327. PMID: 31572669; PMCID: PMC6766466.

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.

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-.

Peterson CJ, Anderson C, Nugent K. Alternative publication metrics in the time of COVID-19. Proc (Bayl Univ Med Cent). 2021 Aug 23;35(1):43-45. doi: 10.1080/08998280.2021.1963184. PMID: 34970030; PMCID: PMC8682825.

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.

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.

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.

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.

Akoglu H. User's guide to correlation coefficients. Turk J Emerg Med. 2018 Aug 7;18(3):91-93. doi: 10.1016/j.tjem.2018.08.001. PMID: 30191186; PMCID: PMC6107969.

Kunze KN, Polce EM, Vadhera A, Williams BT, Nwachukwu BU, Nho SJ, Chahla J. What Is the Predictive Ability and Academic Impact of the Altmetrics Score and Social Media Attention? Am J Sports Med. 2020 Apr;48(5):1056-1062. doi: 10.1177/0363546520903703. Epub 2020 Feb 28. PMID: 32109148.

Barakat AF, Nimri N, Shokr M, Mahtta D, Mansoor H, Mojadidi MK, Mahmoud AN, Senussi M, Masri A, Elgendy IY. Correlation of Altmetric Attention Score With Article Citations in Cardiovascular Research. J Am Coll Cardiol. 2018 Aug 21;72(8):952-953. doi: 10.1016/j.jacc.2018.05.062. PMID: 30115234.

Grover S, Elwood AD, Patel JM, Ananth CV, Brandt JS. Altmetric and bibliometric analysis of obstetrics and gynecology research: influence of public engagement on citation potential. Am J Obstet Gynecol. 2022 Aug;227(2):300.e1-300.e44. doi: 10.1016/j.ajog.2022.03.013. Epub 2022 Mar 11. PMID: 35288087; PMCID: PMC9308639.

Ramamurti P, Gu A, Fassihi SC, Stake S, Wei C, Campbell J, Thakkar S. Correlation Between Altmetric Score and Traditional Bibliometrics in Total Joint Arthroplasty Research. Arthroplast Today. 2021 Feb 8;7:225-229. doi: 10.1016/j.artd.2020.12.030. PMID: 33604438; PMCID: PMC7876517.

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.

Justinia T, Alyami A, Al-Qahtani S, Bashanfar M, El-Khatib M, Yahya A, Zagzoog F. Social Media and the Orthopaedic Surgeon: a Mixed Methods Study. Acta Inform Med. 2019 Mar;27(1):23-28. doi: 10.5455/aim.2019.27.23-28. PMID: 31213739; PMCID: PMC6511278.

Hughes H, Hughes A, Murphy C. The Use of Twitter by the Trauma and Orthopaedic Surgery Journals: Twitter Activity, Impact Factor, and Alternative Metrics. Cureus. 2017 Dec 10;9(12):e1931. doi: 10.7759/cureus.1931. Erratum in: Cureus. 2018 Jun 15;10(6):c13. PMID: 29464138; PMCID: PMC5807027.

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

Published

2024-10-01

How to Cite

Barakat, N., Ranjha, S., & Browne, J. (2024). Citations are Only Weakly to Moderately Correlated with Social Media and Online Attention in Hip and Knee Arthroplasty Database Publications. Journal of Orthopaedic Business, 4(4). Retrieved from https://jorthobusiness.org/index.php/jorthobusiness/article/view/63

Similar Articles

You may also start an advanced similarity search for this article.