Competing as the First Out Transgender Female Olympian: A Twitter Network Analysis of Laurel Hubbard During the 2020 Tokyo Games

Abstract

This study examines the Twitter network discussing the inclusion of Laurel Hubbard, the first out trans woman Olympian, during the 2020 Tokyo Games. By analyzing the Twitter reactions, top opinion leaders, and the modularity of the network, this study uncovers that (a) the majority of the top 10 most-liked tweets and the top influential social actors hold a negative attitude toward Laurel Hubbard’s participation in the women’s category; (b) compared to traditional news agencies, social media influencers and newly launched digital media agencies play a more important role in facilitating the flow of information in this network; and (c) the observed Twitter network is highly clustered, indicating that individuals tend to interact with people more frequently within their segregated subgroup, whereas information diffusion across clusters is more restricted. This research contributes to the understanding of how Twitter users perceive the inclusion of trans athletes at international sporting events by empirically exploring the Twitter network of Laurel Hubbard, the first out trans female athlete in Olympic history.

Keywords

transgender athletes Twitter network analysis Olympics sport

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References

Adams

(2020). The power and impact of framing transgender athletes in sports [Master’s thesis, Pennsylvania State University]. Electronic Theses and Dissertations for Graduate School.

Aiyanyo

I. D.

Samuel

Lim

(2021). Effects of the COVID-19 pandemic on classrooms: A case study on foreigners in South Korea using applied machine learning. Sustainability, 13(9), 4986. https://doi.org/10.3390/su13094986

Anderson

(2008). “I used to think women were weak”: Orthodox masculinity, gender segregation, and sport. Sociological Forum, 23(2), 257–280. https://doi.org/10.1111/j.1573-7861.2008.00058.x

Barker-Plummer

(2013). Fixing Gwen: News and the mediation of (trans) gender challenges. Feminist Media Studies, 13(4), 710–724. https://doi.org/10.1080/14680777.2012.679289

BBC . (2021, June 21). Laurel hubbard: First transgender athlete to compete at Olympics. https://www.bbc.com/news/world-asia-57549653

BBC Sports . (2021). The reluctant history maker at the centre of sport’s transgender debate. Twitter. https://twitter.com/BBCSport/status/1421893490066149377

Bianchi

(2017). Transgender women in sport. Journal of the Philosophy of Sport, 44(2), 229–242.

Billard

T. J.

(2016). Writing in the margins: Mainstream news media representations of transgenderism. International Journal of Communication, 10(1), 4193–4218.

Coleman

J. S.

(1990). Foundations of social theory. Belknap Press.

10.

Conover

M. D.

Ratkiewicz

Francisco

Gonçalves

Menczer

Flammini

(2011 July). Political polarization on Twitter. In Fifth international AAAI conference on weblogs and social media.

11.

Costa

L. D. F.

Rodrigues

F. A.

Travieso

Villas Boas

P. R.

(2007). Characterization of complex networks: A survey of measurements. Advances in Physics, 56(1), 167–242. https://doi.org/10.1080/00018730601170527

12.

Danowski

J. A.

(1980). Group attitude uniformity and connectivity of organizational communication networks for production, innovation, and maintenance content. Human Communication Research, 6(1), 299–308. https://doi.org/10.1111/j.1468-2958.1980.tb00151.x

13.

Dawson

(2021, August 7). 2020 Olympic Games is the first to host openly transgender athletes - here's what they said about the experience. Insider. https://www.insider.com/tokyo-2020-4-transgender-athletes-talk-about-their-olympics-experience-2021-8

14.

Ennis

(2020a, October 4). Celebrating LGBTQ sports history: IOC suspends mandatory gender testing for female athletes. Outsports. https://www.outsports.com/2020/10/4/21500984/celebrating-lgbtq-sports-history-ioc-olympics-mandatory-gender-testing-female-athletes

15.

Ennis

(2020b, January 27). Chris Mosier makes history at Olympic trials, calling it ‘incredible and heartbreaking’. Outsports. https://www.outsports.com/platform/amp/2020/1/27/21083208/chris-mosier-transgender-olympic-trials-tokyo-2020-race-walking

16.

Finlay

(2018). The Iron Ladies: Thailand's Fierce LGBT Volleyball Champions. CultureTrip. https://theculturetrip.com/asia/thailand/articles/the-iron-ladies-thailands-fierce-lgbt-volleyball-champions/

17.

Grandjean

(2016). A social network analysis of Twitter: Mapping the digital humanities community. Cogent Arts & Humanities, 3(1), 1171458. https://doi.org/10.1080/23311983.2016.1171458

18.

Hackl

A. M.

Becker

A. B.

Todd

M. E.

(2016). “I am Chelsea Manning”: Comparison of gendered representation of Private Manning in US and international news media. Journal of Homosexuality, 63(1), 467–486. https://doi.org/10.1080/00918369.2015.1088316

19.

Hendricks

(2013, April 8). UFC heavyweight Matt Mitrione calls trans fighter Fallon Fox a ‘sociopath’ and ‘freak’. Yahoo! Sports. https://sports.yahoo.com/blogs/mma-cagewriter/ufc-heavyweight-matt-mitrione-calls-trans-fighter-fallon-200711664%2D%2Dmma.html

20.

Himelboim

Smith

M. A.

Rainie

Shneiderman

Espina

(2017). Classifying Twitter topic-networks using social network analysis. Social Media+ Society, 3(1), 2056305117691545. https://doi.org/10.1177/2056305117691545

21.

Himelboim

Smith

Shneiderman

(2013). Tweeting apart: Applying network analysis to detect selective exposure clusters in Twitter. Communication methods and measures, 7(3–4), 195–223. https://doi.org/10.1080/19312458.2013.813922

22.

Ingle

(2021, July 30). IOC admits guidelines for transgender athletes are not fit for purpose. The Guardian. https://www.theguardian.com/sport/2021/jul/30/ioc-admits-guidelines-for-transgender-athletes-are-not-fit-for-purpose

23.

International Olympic Committee . (2004). IOC approves consensus with regard to athletes who have changed sex. International Olympic Committee. https://olympics.com/ioc/news/ioc-approves-consensus-with-regard-to-athletes-who-have-changed-sex

24.

International Olympic Committee . (2015). IOC Consensus meeting on sex reassignment and hyperandrogenism November 2015. International Olympic Committee. https://13248aea-16f8-fc0a-cf26a9339dd2a3f0.filesusr.com/ugd/2bc3fc_c2d4035ff5684f41a813f6d04bc86e02.pdf

25.

Jones

C. J.

(2021). Unfair advantage discourse in USA powerlifting: Toward a transfeminist sports studies. Transgender Studies Quarterly, 8(1), 58–74. https://doi.org/10.1215/23289252-8749582

26.

Lough

McIntyre

(2021). Transitioning to Solutions Journalism: One Newsroom's Shift to Solutions-focused Reporting. Journalism Studies, 22(2), 193–208. https://doi.org/10.1080/1461670X.2020.1843065

27.

Love

(2019). Media framing of transgender athletes: Contradictions and paradoxes in coverage of MMA Fighter Fallon Fox. In LGBT athletes in the sports media (pp. 207–225). Palgrave Macmillan.

28.

Lucas

C. B.

Newhall

K. E.

(2019). Out of the Frame: How Sports Media Shapes Trans Narratives. In LGBT Athletes in the Sports Media (pp. 99–124). Palgrave Macmillan.

29.

Martin

(2021, August 12). Twitter’s war on objective truth. NRB. https://nrb.org/articles/twitters-war-on-objective-truth/

30.

MathWorks . (2021). https://www.mathworks.com/help/matlab/math/directed-and-undirected-graphs.html

31.

McPherson

Smith-Lovin

Cook

J. M.

(2001). Birds of a feather: Homophily in social networks. Annual Review of Sociology, 27(1), 415–444. https://doi.org/10.1146/annurev.soc.27.1.415

32.

Medhat

Hassan

Korashy

(2014). Sentiment analysis algorithms and applications: A survey. Ain Shams Engineering Journal, 5(4), 1093–1113. https://doi.org/10.1146/annurev.soc.27.1.415

33.

Micu

A. E.

Geru

Lixandroiu

R. C.

(2017). Analyzing user sentiment in social media: Implications for online marketing strategy. Psychology & Marketing, 34(12), 1094–1100.

34.

Mitchell

(2009). Complexity: A guided tour. Oxford University Press.

35.

Montañola

Olivesi

(2016). Introduction. In Montañola

Olivesi

(Eds.), Gender Testing in Sport: Ethics, cases, and controversies (pp. 1–12). Routledge.

36.

Nemes

Kiss

(2021). Social media sentiment analysis based on COVID-19. Journal of Information and Telecommunication, 5(1), 1–15. https://doi.org/10.1080/24751839.2020.1790793

37.

Netlytic . (2021). Network analysis/Visualization. Netlytic. https://netlytic.org/home/?page_id=2

38.

Newman

M. E.

(2005). A measure of betweenness centrality based on random walks. Social Networks, 27(1), 39–54. https://doi.org/10.1016/j.socnet.2004.11.009

39.

Newman

M. E.

(2006). Modularity and community structure in networks. Proceedings of the National Academy of Sciences, 103(23), 8577–8582. https://doi.org/10.1073/pnas.0601602103

40.

Otte

Rousseau

(2002). Social network analysis: a powerful strategy, also for the information sciences. Journal of Information Science, 28(6), 441–453. https://doi.org/10.1177/016555150202800601

41.

Panja

Belson

(2021, July 31). Olympics’ first openly transgender woman stokes debate on fairness. New York Times. https://www.nytimes.com/2021/07/31/sports/laurel-hubbard-trans-weight-lifting.html

42.

Pieper

L. P.

(2017). Advantage Renée?: Renée Richards and women’s tennis. In Transgender athletes in competitive sport (pp. 13–22). Routledge.

43.

Prabowo

Thelwall

(2009). Sentiment analysis: A combined approach. Journal of Informetrics, 3(2), 143–157. https://doi.org/10.1016/j.joi.2009.01.003

44.

Rinkunas

(2016). The trans athlete behind the Olympic Committee’s new gender policy. The Cut. https://www.thecut.com/2016/01/chris-mosier-transgender-athletes-olympics.html

45.

Rodrigues

F. A.

(2019). Network centrality: an introduction. In A mathematical modeling approach from nonlinear dynamics to complex systems (pp. 177–196): Springer.

46.

Rogers

E. M.

Kincaid

D. L.

(1981). Communication networks: Toward a new paradigm for research. Free Press.

47.

Samano

(2013, April 11). Ronda Rousey: ‘I don’t think it’s fair’ transgender fighter Fallon Fox faces women. USA Today. https://www.usatoday.com/story/gameon/2013/04/11/ufc-ronda-rousey-transgender-fighter-fallon-fox/2072937/

48.

Sanders

(2021). Who Is Laurel Hubbard? SportBible. https://www.sportbible.com/athletics/53021-laurel-hubbard-olympics-height-record-20210720

49.

Sloop

(2004). Disciplining gender: Rhetorics of sex identity in contemporary U.S. culture. University of Massachusetts Press.

50.

Social Media Research Foundation . (2021). NodeXL feature overview. Social Media Research Foundation. https://www.smrfoundation.org/nodexl/features/

51.

Text Blob Tutorial . (2021). https://textblob.readthedocs.io/en/dev/quickstart.html#sentiment-analysis

52.

Truitt

(2015, February 16). Fallon Fox on life as a trans athlete: ‘The scope of vitriol and anger was mind-blowing’. The Guardian . https://www.theguardian.com/sport/2015/feb/16/fallon-fox-trans-mma-athlete-interview

53.

Twitter

A. P. I.

(2021). Programmatically analyze, learn from, and engage with the conversation on Twitter. Twitter. https://developer.twitter.com/en/docs/twitter-api

54.

Wasserman

Faust

(1994). Social network analysis: Methods and applications. Cambridge University Press.

55.

Wetherell

Plakans

Wellman

(1994). Social networks, kinship, and community in Eastern Europe. The Journal of Interdisciplinary History, 24(4), 639–663. https://doi.org/10.1177/0363199007300244

56.

Wunderlich

Memmert

(2020). Innovative approaches in sports science—lexicon-based sentiment analysis as a tool to analyze sports-related Twitter communication. Applied Sciences, 10(2), 431. https://doi.org/10.3390/app10020431

57.

Duan

Cao

(2013). The impact of social and conventional media on firm equity value: A sentiment analysis approach. Decision Support Systems, 55(4), 919–926. https://doi.org/10.1016/j.dss.2012.12.028