Investigating racial bias within Australian rules football commentary

International research has shown that live sports commentary exhibits racial bias. Specifically, non-White players are more likely to be praised in terms of their physicality, while White players are more likely to be praised in terms of their intellect and character. The current study, which utilised a quantitative content analysis design, examined whether the speech of AFL commentators exhibited racial bias. The study randomly selected 50 men’s AFL game quarters from the 2019 AFL season and analysed 1368 applicable statements directed at 382 unique players. Based on prior research, a coding instrument was developed that incorporated three main categories (physical, cognitive, and character attributes), and six subcategories (physical ability, appearance, cognitive ability, intelligence, general character, and hard work). In contrast to the international literature, findings revealed that there were no significant between-race differences for each main attribute category. However, non-White players received a higher proportion of statements related to their physical ability, and a lower proportion of statements related to their appearance compared to White players. Non-White players also received a higher proportion of negative statements related to their cognitive ability compared to White players. There was no evidence found to suggest that players of any race were discussed in terms of their physical ability being innate, natural, or instinctual. Given the strong, but also dated, evidence showing racial bias within both American and European sports commentary, the current study provides only weak evidence for the existence of racial bias within contemporary AFL live commentary

Functional and Stylistic Features of Sports Announcer Talk: A Discourse Analysis of the Register of Major League Soccer Television Broadcasts

This study analyzes the register of television sports announcers in Major League Soccer broadcasts, based on six 20-minute transcription samples. The first part considers individual linguistic features and inquires whether they fulfill a communicative function or whether they are of stylistic nature. In an effort to attract more viewers in the United States, production companies had originally adopted the duality model of a play-by-play announcer and a color commentary from other American sports, while many other countries traditionally feature only one commentator. Consequently, the second part of this discourse analysis will focus on the cooperative interactional behavior. The conclusion will be drawn that the register of live action announcing, in contrast to halftime as well as pre- and post-game reporting, is based on cooperative principles. Moreover, both the individual and the collaborative linguistic variables mostly reflect an effort to protect one’s own and the colleague’s public image

Functional and Stylistic Features of Sports Announcer Talk: A Discourse Analysis of the Register of Major League Soccer Television Broadcasts

This study analyzes the register of television sports announcers in Major League Soccer broadcasts, based on six 20-minute transcription samples. The first part considers individual linguistic features and inquires whether they fulfill a communicative function or whether they are of stylistic nature. In an effort to attract more viewers in the United States, production companies had originally adopted the duality model of a play-by-play announcer and a color commentary from other American sports, while many other countries traditionally feature only one commentator. Consequently, the second part of this discourse analysis will focus on the cooperative interactional behavior. The conclusion will be drawn that the register of live action announcing, in contrast to halftime as well as pre- and post-game reporting, is based on cooperative principles. Moreover, both the individual and the collaborative linguistic variables mostly reflect an effort to protect one’s own and the colleague’s public image

From Pitch to Commentary Gantry: Investigating Syntactic Features in High-Pressure Events in the Sports Announcer Talk (SAT) of Football Commentators.

This MA thesis investigates the various syntactic elements in the register of football commentators to determine the presence of prevailing notions of temporal pressure. More precisely, the register of football commentators is defined as Sports Announcer Talk (SAT). Drawing on the theories of Increment Functional Grammar (IFG), this investigation addresses four research questions concerning on-pitch occurrences, the application of holophrastic utterances, formulaic language, and syntactic characteristics in high-pressure situations. The study reveals a correlation between the employment of holophrastic utterances by commentators and the statistical metric Expected Goals (xG), wherein a predominant frequency of holophrastic utterances is associated with greater xG values. Furthermore, the prevalence and functions of time expressions are scrutinised, with the conclusion that different roles of commentary (play-by-play and colour commentators) exhibit varying frequencies of expressions. The analysis of formulaic routines in goal-scoring events identifies persistent structures involving player names, goals, metonymic and metaphoric sequences. Moreover, the pervasive usage of right dislocation (RD) structures is discussed to explore their connection with temporal pressure. This study posits that RD structures are ubiquitous in the SAT register of football commentary contributing to their fluency in both pressurised and unpressurised linguistic settings. Overall, this study establishes the prevalence of temporal pressure in the SAT of football commentators and emphasises the significance of certain syntactic elements in high-pressure situations

New rules or no rules? a critical corpus analysis of gender in South African English televised-sport commentary

This research project makes use of multiple linguistic and sociological theories. Using Critical Discourse Analysis (as developed by Fairclough 2001, 2013, Wodak 1995, 1997, and van Dijk 2001), and corpus linguistics (following Baker 2012, Baker et al., 2008 and Xiao & McEnery, 2005 - see Website Reference 4), it attempts to critically discuss the language evident in a corpus constructed from transcribed sport broadcasts televised in South Africa, interrogated with the use of AntConc software, maintaining a particular focus on gender representation. It does this with the help of CMT (Contemporary Metaphor Theory) as developed by Lakoff and Johnson (1980) and Lakoff (1993), which allows for the deconstruction and categorisation of metaphorical mappings in the data. With the help of CMT I describe the cognitive mapping of competition through war terminology and uncover a diligent committal to discourses which support hegemonic masculinity, as well as an underlying ideology that purports that rules are breakable and rule infringement will not be significantly penalised (particularly for men). Special attention is paid to collocating language and the ability of these terms to infuse a subject with an evaluative aura. This involves, in particular: using wordlists to identify pertinent content words in the corpus, addressing collocates to reveal semantic prosodies in the text, and analysing concordance data to see how particular discursive strategies were used in context. Particular interest is paid to the depictions of masculinity seen in sport as a potential reflection of the views held in competitive sport playing societies at large, and to this end it focuses on language and imagery which is used in the discursive construction of the terms: men, women, champion, and physicality. The ideology of male hegemony is found to be dominant in the corpus data, seen in, among other things: the positioning of women, the inclusion of traditional discourses relating to the performance of masculinity and the construction of the 'new man'. White, heterosexual men are shown to be represented as exemplars of hegemonic masculinity, subordinating both black and homosexual men. Laughter is also seen as affirmation of the naturalised cheekiness of men and boys and their tendency to break rules in order to succeed, and betting is identified as a potentially destructive influence in sport

Audiovisual processing for sports-video summarisation technology

In this thesis a novel audiovisual feature-based scheme is proposed for the automatic summarization of sports-video content The scope of operability of the scheme is designed to encompass the wide variety o f sports genres that come under the description ‘field-sports’. Given the assumption that, in terms of conveying the narrative of a field-sports-video, score-update events constitute the most significant moments, it is proposed that their detection should thus yield a favourable summarisation solution. To this end, a generic methodology is proposed for the automatic identification of score-update events in field-sports-video content. The scheme is based on the development of robust extractors for a set of critical features, which are shown to reliably indicate their locations. The evidence gathered by the feature extractors is combined and analysed using a Support Vector Machine (SVM), which performs the event detection process. An SVM is chosen on the basis that its underlying technology represents an implementation of the latest generation of machine learning algorithms, based on the recent advances in statistical learning. Effectively, an SVM offers a solution to optimising the classification performance of a decision hypothesis, inferred from a given set of training data. Via a learning phase that utilizes a 90-hour field-sports-video trainmg-corpus, the SVM infers a score-update event model by observing patterns in the extracted feature evidence. Using a similar but distinct 90-hour evaluation corpus, the effectiveness of this model is then tested genencally across multiple genres of fieldsports- video including soccer, rugby, field hockey, hurling, and Gaelic football. The results suggest that in terms o f the summarization task, both high event retrieval and content rejection statistics are achievable

Racial Bias Trends in the Text of US Legal Opinions

Although there is widespread recognition of racial bias in US law, it is unclear how such bias appears in the language of law, namely judicial opinions, and whether it varies across time period or region. Building upon approaches for measuring implicit racial bias in large-scale corpora, we approximate GloVe word embeddings for over 6 million US federal and state court cases from 1860 to 2009. We find strong evidence of racial bias across nearly all regions and time periods, as traditionally Black names are more closely associated with pre-classified "unpleasant" terms whereas traditionally White names are more closely associated with pre-classified "pleasant" terms. We also test whether legal opinions before 1950 exhibit more implicit racial bias than those after 1950, as well as whether opinions from Southern states exhibit less change in racial bias than those from Northeastern states. We do not find evidence of elevated bias in legal opinions before 1950, or evidence that legal opinions from Northeastern states show greater change in racial bias over time compared to Southern states. These results motivate further research into institutionalized racial bias

Sport, Social Class and the Inter-war BBC 1922-39: A Study of Reithian Employment Policies through the Social Theory of Pierre Bourdieu

This thesis explores the history of BBC radio sport from the founding of the monopoly broadcasting company in 1922 to the end of 1939 from the perspective of social class. The sociological thought of Pierre Bourdieu is applied as a tool of analysis throughout. The work first uncovers a Reithian system of staff recruitment based on the possession by individuals of accumulated social and cultural capital, principally via attendance at public schools and Oxford or Cambridge universities. Then, via a rigorous investigation of personal biographies, archival documents held at the BBC Written and Sound Archive, staff memoirs, Radio Times articles and programme notes, the thesis demonstrates the extended nature of this system in the realm of BBC radio sports output at both national and regional levels. As it traces its path through the 1920s and 1930s in a study of continuity and change, it finds that only minor alterations were made to the system by the outbreak of the Second World War. The inclusion of a case study of the first live sports running commentary in January 1927 points up the definitively elitist social processes at work in constructing BBC sports programming