Literature DB >> 32109148

What Is the Predictive Ability and Academic Impact of the Altmetrics Score and Social Media Attention?

Kyle N Kunze1, Evan M Polce1, Amar Vadhera1, Brady T Williams1, Benedict U Nwachukwu2, Shane J Nho1, Jorge Chahla1.   

Abstract

BACKGROUND: Citation rate and journal impact factor have traditionally been used to assess research impact; however, these may fail to represent impact beyond the sphere of academics. Given that social media is now used to disseminate research, alternative web-based metrics (altmetrics) were recently developed to better understand research impact on social media. However, the relationship between altmetrics and traditional bibliometrics in orthopaedic literature is poorly understood.
PURPOSE: To (1) assess the extent that altmetrics correlate with traditional bibliometrics and (2) identify publication characteristics that predict greater altmetrics scores. STUDY
DESIGN: Cross-sectional study.
METHODS: Articles published in The American Journal of Sports Medicine (AJSM), The Journal of Bone and Joint Surgery, Clinical Orthopaedics and Related Research, Acta Orthopaedica, and Knee Surgery, Sports Traumatology, Arthroscopy between January 2016 and December 2016 were analyzed. Among the extracted publication characteristics were journal, number of authors, geographic region of origin, highest degree of first author, study subject and design, sample size, conflicts of interest, and level of evidence; number of references, institutions, citations, tweets, Facebook mentions, and news mentions; and Altmetric Attention Score (AAS). Multivariate regressions were used to determine (1) publication characteristics predictive of AAS and social media attention (mentions on Twitter, Facebook, and the news) and (2) the relationship between AAS and citation rate.
RESULTS: A total of 496 published articles were included, with a mean AAS of 8.6 (SD, 31.7; range, 0-501) and a mean citation rate of 15.0 (SD, 16.1; range, 0-178). Articles in AJSM (β = 19.9; P < .001), publications from North America (β = 8.5; P = .033), and studies concerning measure validation/reliability (β = 25.5; P = .004) were independently associated with higher AAS. Greater AAS score significantly predicted a greater citation rate (β = 0.16; P < .0001). The citation rate was an independent predictor of greater social media attention on Twitter, Facebook, and the news (odds ratio range, 1.02-1.03; P < .05 all).
CONCLUSION: AAS had a significant positive association with citation rates of articles in 5 high-impact orthopaedic journals. Articles in AJSM, studies concerning measure validation and reliability, and publications from North America were positively associated with greater AAS. A greater number of citations was consistently associated with publication attention received on social media platforms.

Keywords:  altmetrics; bibliometrics; citation rate; impact factor; orthopaedics

Year:  2020        PMID: 32109148     DOI: 10.1177/0363546520903703

Source DB:  PubMed          Journal:  Am J Sports Med        ISSN: 0363-5465            Impact factor:   6.202


  16 in total

1.  Altmetrics and Impact Factor: Relevance to the Orthopaedic Community.

Authors:  Dipit Sahu; Murali Poduval
Journal:  Indian J Orthop       Date:  2022-05-28       Impact factor: 1.033

2.  The 100 most impactful articles on the rotator cuff: an altmetric analysis of online media.

Authors:  Brett D Haislup; William R Rate; Matthew D Civilette; Andrew S Cohen; Blake M Bodendorfer; Heath P Gould
Journal:  J Exp Orthop       Date:  2022-09-12

3.  A case study exploring associations between popular media attention of scientific research and scientific citations.

Authors:  P Sage Anderson; Aubrey R Odom; Hunter M Gray; Jordan B Jones; William F Christensen; Todd Hollingshead; Joseph G Hadfield; Alyssa Evans-Pickett; Megan Frost; Christopher Wilson; Lance E Davidson; Matthew K Seeley
Journal:  PLoS One       Date:  2020-07-01       Impact factor: 3.240

4.  Correlation Between Altmetric Score and Traditional Bibliometrics in Total Joint Arthroplasty Research.

Authors:  Pradip Ramamurti; Alex Gu; Safa C Fassihi; Seth Stake; Chapman Wei; Joshua Campbell; Savyasachi Thakkar
Journal:  Arthroplast Today       Date:  2021-02-08

Review 5.  Social media in surgery: evolving role in research communication and beyond.

Authors:  Rebecca Grossman; Olivia Sgarbura; Julie Hallet; Kjetil Søreide
Journal:  Langenbecks Arch Surg       Date:  2021-02-28       Impact factor: 3.445

6.  Harnessing the True Power of Altmetrics to Track Engagement.

Authors:  Sarah Saud; Lisa Traboco; Latika Gupta
Journal:  J Korean Med Sci       Date:  2021-12-13       Impact factor: 2.153

7.  Impact of Altmetrics in evaluation of scientific journals, research outputs and scientists' careers: Views of editors of high impact anaesthesia, critical care and pain medicine journals.

Authors:  Argyro Fassoulaki; Chryssoula Staikou; Georgia Micha
Journal:  Indian J Anaesth       Date:  2021-12-22

Review 8.  A critical review on altmetrics: can we measure the social impact factor?

Authors:  Cristina García-Villar
Journal:  Insights Imaging       Date:  2021-07-02

9.  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.

Authors:  Kyle N Kunze; Michelle Richardson; David N Bernstein; Ajay Premkumar; Nicolas S Piuzzi; Alexander S McLawhorn
Journal:  J Am Acad Orthop Surg Glob Res Rev       Date:  2020-12

10.  Correlation Between Social Media Posts and Academic Citations of Orthopaedic Research.

Authors:  Dafang Zhang; Brandon E Earp
Journal:  J Am Acad Orthop Surg Glob Res Rev       Date:  2020-09
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