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Determinants of Online Live Esports Viewership With Advanced Data: The Case of League of Legends Champions Korea 利用高级数据研究在线直播电竞观众人数的决定因素:英雄联盟》韩国冠军赛案例
IF 2.7 1区 文学 Q1 COMMUNICATION Pub Date : 2024-08-23 DOI: 10.1177/21674795241277051
Yoonji Ryu, Jaehyun Jeong, Wonseok Jang, Gyemin Lee, Hyunwoong Pyun
With the rapid advancement of technology, esports have become more accessible and widespread on online platforms. The behavior of fans watching live broadcasts online differs from that of those watching on TV or attending stadium events. To understand the online demand for esports, this study examines the determinants of live esports viewership using advanced data from online platforms. We examined game-level data from the League of Legends Champions Korea (LCK) from the summer of 2019 to the summer of 2022. We analyzed four dependent variables representing esports online demands—hours watched, peak views, concurrent average views, and view drops—based on several pre-game (outcome uncertainty and team quality), in-game (game quality and upset result), and schedule-related (evening game) variables. Using two-way least squares dummy variable regression models, we identified the key determinants. The results suggest that outcome uncertainty, team quality, game quality, and evening games significantly impact esports online viewership. In addition, in-game factors, such as the sum and difference in kills between teams, attracted more viewers. This indicates that online viewers prefer games with more kills and a closer kill difference between teams.
随着技术的飞速发展,电子竞技在网络平台上变得更加容易获得和普及。粉丝在线观看直播的行为不同于通过电视或参加体育馆赛事观看直播的行为。为了解电竞的在线需求,本研究利用在线平台的高级数据研究了电竞直播观众人数的决定因素。我们研究了从 2019 年夏季到 2022 年夏季的韩国英雄联盟冠军赛(LCK)的游戏级数据。我们根据赛前(结果不确定性和队伍质量)、赛中(比赛质量和失利结果)以及赛程相关(晚间比赛)变量,分析了代表电竞在线需求的四个因变量--观看时长、观看峰值、并发平均观看量和观看下降。利用双向最小二乘法虚拟变量回归模型,我们确定了关键的决定因素。结果表明,结果不确定性、球队质量、比赛质量和晚间比赛对电竞在线观看率有显著影响。此外,游戏中的因素,如队伍之间的击杀总和和差距,也吸引了更多观众。这表明,在线观众更喜欢击杀数更多和队伍间击杀数差距更接近的比赛。
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引用次数: 0
A Uses and Gratifications-Based Market Segmentation Approach to Football Fans’ Online Media Usage Motivation 基于 "用途和满足 "的市场细分法研究足球迷使用网络媒体的动机
IF 2.7 1区 文学 Q1 COMMUNICATION Pub Date : 2024-08-22 DOI: 10.1177/21674795241273875
Anina Gächter, Pascal Stegmann, Grazia Lang
With the rise of online media, the Uses and Gratifications approach has experienced a revival in general as well as in sports media research. However, most studies have not considered the variability in online media usage behavior, which indicates a heterogenity in fans’ gratification sought in online media consumption. To account for this heterogenity, this study conducts a cluster analysis based on the Uses and Gratifications approach to segment Swiss football fans according to their motivations for using online media. Further, it analyses how the emerging motivational profiles differ in online media usage and fan identification. The findings suggest that even though information, positive emotions, and entertainment remain the most sought gratifications across all participants, fans can be segmented into four motivational profiles: Football Afficionados, Casual Users, Joy-Seeking Spenders, and Online Media Enthusiasts. These profiles exhibit significant differences in their online media usage behaviour as well as in their fan identification. They, therefore, indicate a need for market segmentation when analysing online media usage motivation in football fans and demonstrate that clubs can achieve greater customer satisfaction by tailoring their online media content to the needs and online media consumption behaviour of their fans.
随着网络媒体的兴起,"使用与满足"(Uses and Gratifications)方法在体育媒体研究中也得到了广泛应用。然而,大多数研究并没有考虑到网络媒体使用行为的差异性,这表明球迷在网络媒体消费中所追求的满足感存在异质性。为了考虑这种异质性,本研究基于 "使用与满足 "方法进行了聚类分析,根据瑞士球迷使用网络媒体的动机对其进行细分。此外,研究还分析了新出现的动机特征在网络媒体使用和球迷认同方面的不同之处。研究结果表明,尽管信息、积极情绪和娱乐仍然是所有参与者最追求的满足感,但球迷可以被划分为四种动机特征:足球迷、休闲用户、快乐追求者和网络媒体发烧友。这些类型的球迷在网络媒体使用行为和球迷身份认同方面存在明显差异。因此,这些研究表明,在分析球迷使用网络媒体的动机时,需要对市场进行细分,并证明俱乐部可以通过根据球迷的需求和网络媒体消费行为定制网络媒体内容,获得更高的客户满意度。
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引用次数: 0
“The Planet’s Champion” Daniel Bryan: How WWE Uses Sport, Neoliberalism and Colorblind Ideology in Professional Wrestling Narratives "星球冠军 "丹尼尔-布莱恩:WWE 如何在职业摔跤叙事中运用体育、新自由主义和不分肤色的意识形态
IF 2.7 1区 文学 Q1 COMMUNICATION Pub Date : 2024-08-22 DOI: 10.1177/21674795241268130
Ever Josue Figueroa, Vincent Peña, Krishnan Vasudevan
Daniel Bryan’s WWE Championship reign, from November 13, 2018, to April 7, 2019, provides an interesting case study to analyze the intersection of politics, mediated sport, neoliberalism, and colorblind ideology in professional wrestling storylines. This study conducts uses textual analysis to uncover how WWE utilized Bryan’s reign to communicate ideologies in their weekly programming. The findings suggest that Bryan’s persona as a villainous leftist “heel,” symbolically positions left-wing politics as antagonistic to the neoliberal values exercised in sports media. Bryan’s defeat at the hands of African wrestler Kofi Kingston, reifies colorblind ideology and neoliberalism through the aesthetics of mediated sport.
丹尼尔-布莱恩在2018年11月13日至2019年4月7日期间卫冕WWE冠军,为分析职业摔跤故事情节中政治、媒介体育、新自由主义和色盲意识形态的交集提供了一个有趣的案例研究。本研究通过文本分析,揭示了 WWE 如何利用布莱恩的统治在每周节目中传播意识形态。研究结果表明,布莱恩作为左派 "脚后跟 "的反派角色,象征性地将左翼政治与体育媒体中的新自由主义价值观对立起来。布莱恩败于非洲摔跤手科菲-金斯顿(Kofi Kingston)之手,通过体育媒体的美学再现了色盲意识形态和新自由主义。
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引用次数: 0
The Buzz of Brisbane 2032: Themes of Online and Social Media Olympic Sentiment 布里斯班 2032 的喧嚣:网络和社交媒体的奥运情绪主题
IF 2.7 1区 文学 Q1 COMMUNICATION Pub Date : 2024-07-25 DOI: 10.1177/21674795241266804
Peter English, David Fleischman, Rory Mulcahy, Lenny Vance, Aaron Tham, Merryn Sherwood
Brisbane will stage a more regionally focused Olympics and Paralympics in 2032 when it follows in the footsteps of a series of mega-city hosts. In this new environment, in which there are challenges finding nations willing even to bid for the event, it is important to understand how sentiment is expressed towards this Games edition, which is being promoted as delivering a sustainable legacy while experiencing different demands, levels of buzz, and risks than previous hosts. This study examines audience emotions towards Brisbane 2032 across 60,929 messages and posts from Facebook, Twitter, Reddit and online media articles between 2021 and 2023. The results highlight positive sentiment overall and outline key themes that the community perceive to be important. However, the findings also indicate early concerns and levels of anxiety towards elements of the Games. The multi-layered analytical approach of this study ensures it progresses beyond general judgements on positive and negative sentiment, providing a more nuanced understanding of emotions towards Brisbane 2032.
布里斯班将于 2032 年举办一届更加注重地区性的奥运会和残奥会,届时它将追随一系列特大城市主办方的脚步。在这种新环境下,要找到愿意申办奥运会的国家都是一种挑战,因此了解人们对这届奥运会的情感表达就显得尤为重要,因为这届奥运会在被宣传为提供可持续遗产的同时,也经历着与以往主办城市不同的需求、热闹程度和风险。本研究通过 2021 年至 2023 年间 Facebook、Twitter、Reddit 和网络媒体文章中的 60929 条信息和帖子,研究了受众对 2032 年布里斯班奥运会的情感。研究结果凸显了整体的积极情绪,并概述了社区认为重要的关键主题。然而,研究结果也表明了人们对奥运会的早期担忧和焦虑程度。本研究的多层分析方法确保其超越了对积极和消极情绪的一般判断,提供了对布里斯班 2032 年情感的更细致入微的理解。
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引用次数: 0
Sports Issues for the Ages: Life Span and Career Span Narratives Ingrained in Sports Culture 时代的体育问题:体育文化中蕴含的生命跨度和职业跨度叙事
IF 2.7 1区 文学 Q1 COMMUNICATION Pub Date : 2024-07-24 DOI: 10.1177/21674795241264966
Andrew C. Billings, Marie Hardin
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引用次数: 0
“You Don’t Want Us to Solve This”: Agenda Setting in the Federal Hearings on Name, Image, and Likeness "你们不想让我们解决这个问题":关于姓名、形象和肖像的联邦听证会的议程设置
IF 2.7 1区 文学 Q1 COMMUNICATION Pub Date : 2024-07-20 DOI: 10.1177/21674795241265008
Molly Harry
From 2020 to 2024, the United States Congress held 11 hearings pertaining to name, image, and likeness (NIL). Various stakeholder groups have participated in these hearings including Congress and those looking to “maintain” or “disrupt” college sport and the National Collegiate Athletic Association (NCAA). Despite the significance of NIL to college athletics, limited research has examined these hearings and the messages communicated within them. Thus, critical discourse analysis and agenda setting theory were used to shed light on the language surrounding NIL through the Congressional hearings. Findings demonstrate the aforementioned groups’—Congress, “Maintainers,” and “Disruptors”—used narrative framing and topic selection, resulting in conflicting agendas and mixed messaging. Implications include improved communicative and political strategies for NIL stakeholders, enhanced NIL education for college athletes, and the extension of agenda setting theory to sport communication.
从 2020 年到 2024 年,美国国会举行了 11 次与姓名、形象和肖像(NIL)有关的听证会。各种利益相关群体都参与了这些听证会,其中包括国会、那些希望 "维持 "或 "破坏 "大学体育运动的人以及全国大学生体育协会(NCAA)。尽管 NIL 对大学体育具有重要意义,但对这些听证会及其所传达信息的研究却十分有限。因此,我们采用了批判性话语分析和议程设置理论来揭示国会听证会上围绕 NIL 所使用的语言。研究结果表明,上述群体--国会、"维护者 "和 "破坏者"--使用了叙事框架和话题选择,导致了相互冲突的议程和混杂的信息传递。研究的意义包括改进 NIL 利益相关者的交流和政治策略,加强对大学生运动员的 NIL 教育,以及将议程设置理论推广到体育交流中。
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引用次数: 0
Japanese National Basketball Association Fans and Social Media Acceptance: Exploring the Role of Brand Respect 日本国家篮球协会球迷与社交媒体接受度:探索品牌尊重的作用
IF 2.7 1区 文学 Q1 COMMUNICATION Pub Date : 2024-05-21 DOI: 10.1177/21674795241251753
Jeongbeom Hahm, Rei Yamashita
This study explores the factors influencing satellite sport fans’ social media engagement, focusing on Japanese National Basketball Association (NBA) fans. Using the technology acceptance model and Brand Respect Scale, we analyzed the effects of perceived usefulness, perceived enjoyment, and perceived trustworthiness on social media stickiness and investigated the mediating roles of brand trust, brand performance, brand acceptance, and brand reputation. A partial least squares structural equation modeling analysis of data from 813 Japanese NBA fans revealed that perceived usefulness and enjoyment significantly affected social media stickiness, while perceived trustworthiness indirectly influenced this stickiness through brand trust and acceptance. The study advances the theoretical understanding of social media behavior among satellite sport fans and provides practical implications for optimizing social media strategies to enhance fan engagement. Our findings offer valuable insights for sport teams and organizations seeking to strengthen their connection with geographically distant fans. In addition, this research paves the way for future studies to encompass diverse age groups, sports, and regions to offer a more comprehensive understanding of the factors influencing satellite sport fans’ social media engagement.
本研究以日本国家篮球协会(NBA)球迷为研究对象,探讨了卫星体育迷参与社交媒体的影响因素。我们使用技术接受模型和品牌尊重量表,分析了感知有用性、感知愉悦性和感知可信性对社交媒体粘性的影响,并研究了品牌信任、品牌绩效、品牌接受度和品牌声誉的中介作用。通过对 813 名日本 NBA 球迷的数据进行偏最小二乘法结构方程建模分析,发现感知有用性和愉悦感对社交媒体粘性有显著影响,而感知可信度则通过品牌信任度和接受度间接影响这种粘性。这项研究推进了对卫星体育迷社交媒体行为的理论理解,并为优化社交媒体战略以提高球迷参与度提供了实际意义。我们的研究结果为寻求加强与地理位置遥远的球迷之间联系的运动队和组织提供了宝贵的见解。此外,这项研究还为未来的研究铺平了道路,使其涵盖不同年龄段、不同运动项目和不同地区,从而更全面地了解影响卫星运动粉丝参与社交媒体的因素。
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引用次数: 0
Playing (& Smoking) by the Rules: Sport Media’s Racialized Coverage of Athlete Drug Use 按规则比赛(和吸烟):体育媒体对运动员使用药物的种族化报道
IF 2.7 1区 文学 Q1 COMMUNICATION Pub Date : 2024-04-26 DOI: 10.1177/21674795241249142
Patrick Crowe, Vincent Peña
Sports media research has often found that athletes are depicted differently based on stereotypes attached to their racialized bodies, and often along a Black/white racial binary. Furthermore, Black men often receive more and harsher penalties for drug use compared to all other racial and gender categories. Using critical discourse analysis, this study explores how NFL athletes who either openly admitted to using illicit drugs or failed National Football League (NFL)-mandated drug tests were covered by sports media. Four NFL athletes (two Black, two white) were selected based on their prominence — Josh Gordon, Randy Gregory, Chris Long, and Aaron Rodgers. The findings tell us that the selected Black athletes were often demonized in coverage by being portrayed as addicts or criminals and objectified as commodities whose value rose and fell with each suspension/return. Additionally, journalists often deployed neoliberal logics to both criticize and defend Black and white athletes. The white athletes in the study were portrayed as intellectuals looking to challenge the NFL’s authority, “good person(s),” and went unpunished for their drug admittance. This study finds that monolithic coverage of athletes is not fair, however the stereotypical notions of the Black/white binary are present when analyzing media discourse on athletic drug use.
体育媒体研究经常发现,运动员因其种族化身体所附带的刻板印象而被描绘成不同的形象,而且经常是黑人/白人种族二元对立。此外,与所有其他种族和性别类别的人相比,黑人男子往往因吸毒而受到更多和更严厉的处罚。本研究通过批判性话语分析,探讨了体育媒体是如何报道公开承认使用违禁药物或未能通过国家橄榄球联盟(NFL)规定的药物测试的 NFL 运动员的。本研究根据四名 NFL 运动员(两名黑人,两名白人)的知名度选取了他们--乔什-戈登(Josh Gordon)、兰迪-格雷戈里(Randy Gregory)、克里斯-朗(Chris Long)和亚伦-罗杰斯(Aaron Rodgers)。研究结果告诉我们,被选中的黑人运动员在报道中往往被妖魔化,被描绘成瘾君子或罪犯,被物化为商品,其价值随着每次禁赛/复出而涨跌。此外,记者还经常运用新自由主义逻辑来批评和维护黑人和白人运动员。研究中的白人运动员被描绘成希望挑战 NFL 权威的知识分子、"好人",他们因吸食毒品而逍遥法外。本研究发现,对运动员的一刀切式报道是不公平的,然而,在分析媒体对运动员吸毒问题的讨论时,黑人/白人二元对立的刻板印象是存在的。
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引用次数: 0
Telecasting Tokyo to a Locked Down Nation: Australian Broadcast Coverage of the 2020 Olympic Summer Games 向封闭的国家转播东京:澳大利亚对 2020 年夏季奥运会的广播报道
IF 2.7 1区 文学 Q1 COMMUNICATION Pub Date : 2024-04-20 DOI: 10.1177/21674795241247770
Olan Kees Martin Scott, Michael Van Bussel, Bo (Norman) Li, Adam T. Pappas, Gillian Golosky, Victoria Dewar
This study explored how nationalism was perpetuated by the Seven Network’s broadcasting of the 2020 Tokyo Olympic Games during a time, in which much of Australia was in various forms of Covid-19 lockdowns. Self-categorization theory was used to analyze all the primetime coverage of the Seven Network’s main channel for name mentions, description of success or failure, and personality and physicality of the Olympians. Results of this study underscore large differences in the way in which the Seven Network portrayed Australian and non-Australian athletes. Whilst the majority of the top-20 most-mentioned athletes list were Australian, non-Australian athletes received the bulk of the name mentions. There were also differences in the ways in which Australian and non-Australian athletes’ success and failure were portrayed. This study contributes to the literature by uncovering how a major sporting event was covered by a national broadcaster during the Covid-19 pandemic and shows that Australian media catered its coverage to its home audience, who were in lockdowns. Thus, interest and viewership of the Tokyo Olympics was high, which might have been the impetus for the Seven Network to create a largely partisan program.
本研究探讨了在澳大利亚大部分地区处于各种形式的 "Covid-19 "封锁状态下,Seven 电视网对 2020 年东京奥运会的转播是如何延续民族主义的。研究采用了自我分类理论,分析了 Seven 电视网主频道黄金时段的所有报道,包括奥运选手的姓名提及、成败描述、个性和体态。研究结果表明,七大电视网对澳大利亚运动员和非澳大利亚运动员的报道方式存在巨大差异。在被提及次数最多的前 20 名运动员名单中,澳大利亚运动员占大多数,而非澳大利亚运动员的名字却被提及了很多次。澳大利亚运动员和非澳大利亚运动员在成功和失败的描述方式上也存在差异。本研究揭示了一家全国性广播公司在 Covid-19 大流行期间是如何报道一项重大体育赛事的,从而为相关文献做出了贡献,并表明澳大利亚媒体的报道迎合了处于封锁状态的本国受众。因此,东京奥运会的关注度和收视率都很高,这可能是促使 Seven 电视网制作一个基本偏向党派的节目的原因。
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引用次数: 0
“I Feel Qatari Today […] I Feel Disabled Today, […] I Feel Like a Migrant Worker Today…”: On Sport, Leadership, and Moral Legitimacy "今天我感觉自己是卡塔尔人[......]今天我感觉自己是残疾人[......]今天我感觉自己是外来务工人员......":论体育、领导力和道德合法性
IF 2.7 1区 文学 Q1 COMMUNICATION Pub Date : 2024-04-10 DOI: 10.1177/21674795241243374
Yoseph Z. Mamo, Christos Anagnostopoulos, Simon Chadwick, Damon P. S. Andrew
This study examines the public’s perceptions of a speech delivered by FIFA’s president in a press conference one day before the Qatar 2022 FIFA Men’s World Cup. In total, 34,714 publicly available user responses were collected from news media YouTube channels in North America, Europe, and Asia, as well as from Twitter hashtags related to the press conference. This user-generated content was analyzed using sentiment analysis to determine the degree of positivity or negativity, followed by qualitative thematic analysis to identify specific factors influencing public perceptions of Infantino’s speech, including both positive and negative aspects. The results suggested that FIFA’s communication was “debated” due to questions and challenges posed by the public. It is noted, however, that the magnitude of negative and positive evaluations varied according to the medium used and the region. Negative evaluations related to ‘hypocrisy’, ‘lack of transparency’, and ‘diplomatic hedging’, whereas positive evaluations related to ‘symbolic communication’, ‘activist governance’, and ‘cultural appropriateness’. Using the public as a resource for institutional evaluation, this research contributes to the scholarship of sport management by analyzing the impact of communication on an organization’s moral legitimacy.
本研究探讨了公众对国际足联主席在 2022 年卡塔尔男足世界杯前一天的新闻发布会上发表的讲话的看法。本研究从北美、欧洲和亚洲的新闻媒体 YouTube 频道以及与新闻发布会相关的 Twitter 标签中共收集了 34,714 条公开的用户回复。我们使用情感分析法对这些用户生成的内容进行了分析,以确定积极或消极的程度,然后进行定性主题分析,以确定影响公众对因凡蒂诺讲话看法的具体因素,包括积极和消极方面。结果表明,由于公众提出的问题和挑战,国际足联的传播受到了 "争论"。但值得注意的是,负面和正面评价的程度因使用的媒介和地区而异。负面评价涉及 "虚伪"、"缺乏透明度 "和 "外交对冲",而正面评价则涉及 "象征性沟通"、"积极治理 "和 "文化适宜性"。本研究将公众作为机构评估的资源,通过分析传播对组织道德合法性的影响,为体育管理学术做出了贡献。
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引用次数: 0
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Communication & Sport
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