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International Journal of Sports Marketing and Sponsorship最新文献

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Human capital development in sport marketing: industry insights 体育营销中的人力资本开发:行业见解
Pub Date : 2024-03-19 DOI: 10.1108/ijsms-11-2023-0238
Brandon Mastromartino

Purpose

The purpose of this study was to gather insights from sport marketing professionals and identify key opportunities, challenges and knowledge that sport marketing educators and researchers could utilize in developing curriculum and research agendas.

Design/methodology/approach

A qualitative approach was used, and data were collected through in-depth interviews with 15 sport marketing professionals. Participants were asked questions related to the knowledge, skills and experiences that they believe are important for students to have to be successful in the industry, as well as the types of research that would be most useful in their day-to-day work.

Findings

Industry professionals noted collaboration, transformation in digital marketing, data and analytics and experiential marketing as key trends facing the industry today. The findings suggest that sport marketing curriculum should focus on soft skill development such as communication, relationship building and empathy alongside hard skill development such as data analysis and storytelling. As well, findings show research areas where scholars can aid practitioners with a focus on consumer insights, technology, measuring ROI and experiential marketing.

Originality/value

With these findings, educators and scholars can better prepare students for successful careers in industry and contribute to the ongoing advancement of the scholarly field. This study serves as a starting point for further research in this area, and it is hoped that it will spark continued collaboration between academia and industry.

本研究的目的是收集体育营销专业人士的见解,并确定体育营销教育者和研究人员在制定课程和研究议程时可以利用的关键机遇、挑战和知识。参与者被问到的问题涉及他们认为学生要想在该行业取得成功必须具备的知识、技能和经验,以及在日常工作中最有用的研究类型。研究结果该行业的专业人士指出,合作、数字营销转型、数据和分析以及体验式营销是当今该行业面临的主要趋势。研究结果表明,体育营销课程应注重软技能培养,如沟通、关系建立和换位思考,以及硬技能培养,如数据分析和讲故事。此外,研究结果还显示了学者们可以帮助从业人员的研究领域,重点是消费者洞察、技术、投资回报率测量和体验式营销。原创性/价值通过这些研究结果,教育工作者和学者们可以更好地培养学生,使其为在行业中成功就业做好准备,并为学术领域的不断进步做出贡献。本研究为这一领域的进一步研究提供了一个起点,希望它能引发学术界与产业界之间的持续合作。
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引用次数: 0
The role of destination personality in the relationship between destination image and behavioral intention among ski tourists 目的地个性在滑雪游客的目的地形象与行为意向关系中的作用
Pub Date : 2024-03-14 DOI: 10.1108/ijsms-08-2023-0170
Qiang Zhang, Brian Yim, Kyungsik Kim, Zhibo Tian

Purpose

The aim of this study was (1) to investigate the relationship between destination image (DI), destination personality (DP) and behavioral intention (BI) in the context of ski tourism and (2) especially the role of DP in the relationship between DI and BI among ski tourists.

Design/methodology/approach

We collected data using WJX.CN (N = 400) to test the hypothesized model. Confirmatory factor analysis (CFA) was used to examine the psychometric properties of the measurement model and partial least squares structural equation modeling (PLS-SEM) was used to test the hypotheses.

Findings

The results show that DI directly affects DP and partially affects BI, while DP directly affects ski tourists' BI. In addition, the indirect effect of DP between affective image and BI was significant, showing full mediation, and the indirect effect of DP between cognitive image and BI was significant, showing a partial mediation effect.

Originality/value

The findings enrich the ski tourism literature, contribute to the development of ski tourism in destination cities and the strategic marketing of ski resorts and provide recommendations for ski tourism researchers and marketers.

目的本研究的目的是:(1)调查滑雪旅游中目的地形象(DI)、目的地个性(DP)和行为意向(BI)之间的关系;(2)特别是 DP 在滑雪游客 DI 和 BI 关系中的作用。设计/方法/方法我们使用 WJX.CN 收集数据(N = 400),以检验假设模型。结果结果表明,DI 直接影响 DP,部分影响 BI,而 DP 直接影响滑雪游客的 BI。此外,DP 在情感形象和 BI 之间的间接效应显著,显示出完全中介效应;DP 在认知形象和 BI 之间的间接效应显著,显示出部分中介效应。研究结果丰富了滑雪旅游文献,有助于目的地城市滑雪旅游的发展和滑雪胜地的战略营销,并为滑雪旅游研究人员和营销人员提供了建议。
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引用次数: 0
The more we post, the better? A comparative analysis of fan engagement on social media profiles of football leagues 我们发得越多越好?足球联赛社交媒体上球迷参与度的比较分析
Pub Date : 2024-03-13 DOI: 10.1108/ijsms-12-2023-0252
Edgar Romero-Jara, Francesc Solanellas, Samuel López-Carril, Dimitrios Kolyperas, Christos Anagnostopoulos

Purpose

In a dynamic, continuously evolving sports landscape, social media have become an indispensable tool for sports organizations to cultivate meaningful connections with fans. The rapid pace of technological advancements has elevated these digital platforms from a supplementary role to a pivotal position within strategic management frameworks. The existing literature explores how football clubs can utilize social media, but analyzing social media strategies within the context of football leagues is lacking. The absence of comparative studies benchmarking clubs across different geographical regions while simultaneously analyzing multiple social media platforms is especially noteworthy. In this study, a comprehensive analysis of social media engagement is undertaken within esteemed football leagues spanning Europe, South America and North America.

Design/methodology/approach

Drawing on relationship marketing and employing content analysis as a methodological tool, the study examined 10,772 posts from the official accounts of eight football leagues on Facebook, Twitter and Instagram.

Findings

Across the leagues, the findings reveal that content quality drives engagement more than frequency. In addition, several format combinations were identified that facilitate engagement and Instagram emerged as the top social media platform for generating fan engagement.

Originality/value

This is one of the first empirical studies focusing on optimizing the use of social media to amplify fan engagement across various geographies and social media accounts and formats simultaneously.

目的在充满活力、不断发展的体育环境中,社交媒体已成为体育组织与粉丝建立有意义联系的不可或缺的工具。技术的飞速发展使这些数字平台在战略管理框架中的作用从辅助性提升到了举足轻重的地位。现有文献探讨了足球俱乐部如何利用社交媒体,但缺乏对足球联赛社交媒体战略的分析。尤其值得注意的是,缺乏对不同地理区域的俱乐部同时分析多个社交媒体平台的比较研究。本研究全面分析了欧洲、南美和北美受人尊敬的足球联赛的社交媒体参与情况。研究以关系营销为基础,以内容分析为方法工具,研究了八个足球联赛的官方账户在 Facebook、Twitter 和 Instagram 上发布的 10772 篇帖子。此外,研究还发现了几种能促进参与度的形式组合,Instagram 则成为最能激发球迷参与度的社交媒体平台。原创性/价值这是首批实证研究之一,研究重点是优化社交媒体的使用,以同时在不同地域、社交媒体账户和形式上扩大球迷参与度。
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引用次数: 0
Measuring the patronage intentions among football fans: the role of corporate social responsibility, brand credibility and brand equity 衡量足球迷的消费意向:企业社会责任、品牌信誉和品牌资产的作用
Pub Date : 2024-03-08 DOI: 10.1108/ijsms-08-2023-0161
Hossein Mansouri, Abdullah Rasaee Rad, Rodoula H. Tsiotsou, Maizaitulaidawati Md Husin

Purpose

The study aims to identify critical factors that influence football fans’ support of their favorite team by examining the impact of social responsibility, brand credibility and team brand equity on patronage intentions of professional football teams.

Design/methodology/approach

An online survey collected data from 331 football fans of the Persian Gulf Premier League (PGPL) in Iran. The data were analyzed using partial least squares structural equation modeling (PLS-SEM).

Findings

The findings revealed that corporate social responsibility (CSR) is able to influence brand equity, brand credibility and patronage intentions. Also, brand equity and brand credibility were found to be positively related to patronage intentions. In addition to that, the findings show that brand equity and team credibility partially mediate the relationship between CSR and patronage intentions.

Practical implications

The findings provide valuable insights to sports teams/club managers aiming to attract new fans and retain current ones by investing in CSR and enhancing brand credibility and equity. Strategies to integrate CSR into relationship marketing and brand management are outlined.

Originality/value

This study empirically highlights the critical role of adhering to CSR and the effects of brand credibility and equity in enhancing patronage intentions among football team fans.

目的本研究旨在通过研究社会责任、品牌可信度和球队品牌资产对职业足球队赞助意向的影响,找出影响球迷支持其喜爱球队的关键因素。研究结果研究结果表明,企业社会责任(CSR)能够影响品牌资产、品牌可信度和购买意向。而且,品牌资产和品牌可信度与顾客意向呈正相关。研究结果为运动队/俱乐部管理者提供了宝贵的见解,他们可以通过投资企业社会责任、提高品牌可信度和品牌资产来吸引新粉丝、留住现有粉丝。原创性/价值本研究通过实证研究强调了遵守企业社会责任的关键作用以及品牌可信度和公平性对提高足球队球迷的光顾意向的影响。
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引用次数: 0
Sports ambassadors and destination image: a fuzzy set analysis 体育大使与目的地形象:模糊集分析
Pub Date : 2024-03-04 DOI: 10.1108/ijsms-11-2023-0227
Natalia Vila-López, Inés Küster-Boluda, Cristina Aragonés-Jericó, Francisco Sarabia-Sánchez

Purpose

This paper aims to identify different combinations of causal conditions (celebrity attributes) that explain our outcome: destination image. More specifically, three main research questions guide our work: (1) Which attributes should an outstanding sportsperson have to enhance the image of his/her country as a destination image? (2) Are these the same for different product categories? (3) Do tourists and residents differ?

Design/methodology/approach

To this end, the fuzzy-set Qualitative Comparative Analysis (fsQCA) was used with a sample of 187 participants (105 tourists and 82 residents).

Findings

Results show that some attributes of a sports celebrity are more critical than others in enhancing destination image. Those attributes of sports celebrities appearing in the intermediate and parsimonious analysis should be prioritized. This is the case of trustworthiness. Second, experience is a peripheral requirement (only appeared in the intermediate analysis). Third, attractiveness is unnecessary and an even and undesired attribute in many solutions. Fourth, when comparing tourists and residents, both groups value the role of football players, while residents also appreciate the role of marathon runners. Tennis players are the less relevant sports celebrities to build Spain’s destination image.

Originality/value

First, a new statistical analysis in the marketing discipline, QCA, has been used. The use of qualitative approaches to investigate destination images has been scarce. Second, the study of the role of sports celebrity endorsement on brand–place attachment has yet to be investigated. Third, studies about the role of residents in the image of a tourism destination/city are scarce. Tourists and residents must be investigated because they can benefit from sports celebrities' activities.

目的 本文旨在确定不同的因果条件(名人属性)组合,以解释我们的结果:目的地形象。更具体地说,有三个主要研究问题指导着我们的工作:(1) 杰出运动员应具备哪些特质才能提升其国家的目的地形象?(2) 不同的产品类别是否具有相同的属性?(3) 游客和居民是否有差异?为此,我们使用了模糊集定性比较分析法(fsQCA),对 187 名参与者(105 名游客和 82 名居民)进行了抽样调查。应优先考虑出现在中间分析和解析分析中的体育名人属性。值得信赖就是这种情况。第二,经验是次要条件(只出现在中间分析中)。第三,吸引力在许多方案中都是不必要的,甚至是不受欢迎的属性。第四,在对游客和居民进行比较时,两个群体都重视足球运动员的作用,而居民也欣赏马拉松运动员的作用。网球运动员是与建立西班牙旅游目的地形象不太相关的体育名人。原创性/价值首先,使用了市场营销学科中一种新的统计分析方法--QCA。使用定性方法来研究目的地形象的情况还很少见。其次,关于体育明星代言对品牌-地方依恋的作用的研究尚属空白。第三,关于居民在旅游目的地/城市形象中的作用的研究还很少。必须对游客和居民进行调查,因为他们可以从体育名人的活动中受益。
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引用次数: 0
Online purchase behavior of sports consumers: the effect of eWOM and celebrity endorsements 体育消费者的网购行为:网络口碑和明星代言的影响
Pub Date : 2024-02-20 DOI: 10.1108/ijsms-09-2023-0193
Halil Erdem Akoglu, Oğuz Özbek

Purpose

The aim of this research is to measure the impact of eWOM (electronic word of mouth) and brand celebrity use on the purchasing behavior of sports consumers.

Design/methodology/approach

To test the model hypotheses, sports consumers who use social media and have purchased at least one online sports product were selected as the research group. Online survey method was used, and 836 participants were reached. The model was tested with structural equation modeling (SEM) through smart PLS software.

Findings

As a result, the quality, credibility and usefulness of the information consumers encounter on online platforms cause them to adopt information about products or services, and then exhibit online purchase behavior. While the attractiveness and trustworthiness of celebrities are seen as important factors affecting consumers' online purchase of sports products, the effect of celebrity expertise was found to be ineffective in this study.

Practical implications

Marketers can develop more effective eWOM strategies by considering consumers' expectations. Businesses that want to implement an effective marketing strategy may prefer celebrities in product promotions or advertisements of their brands.

Originality/value

This research revealed the effect of eWOM and celebrity endorsement on the online purchase behavior of sports consumers in terms of the sports industry. Unlike previous studies, this study examined these variables together on sports consumers and contributed to the development of models.

为了验证模型假设,本研究选取了使用社交媒体并至少购买过一款在线体育产品的体育消费者作为研究对象。采用在线调查法,共访问了 836 名参与者。研究结果表明,消费者在网络平台上获得的信息的质量、可信度和有用性会使他们采纳产品或服务信息,进而表现出在线购买行为。虽然名人的吸引力和可信度被视为影响消费者在线购买体育产品的重要因素,但本研究发现名人专业知识的效果并不明显。本研究从体育产业的角度揭示了网络口碑和明星代言对体育消费者在线购买行为的影响。与以往研究不同的是,本研究将体育消费者的这两个变量放在一起进行研究,并对模型的建立做出了贡献。
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引用次数: 0
Contesting fan tokens under crypto-capitalism: how sport NFT furthers the hypercommodification of fandom 加密资本主义下的粉丝代币之争:体育 NFT 如何推进粉丝的超商品化
Pub Date : 2024-02-19 DOI: 10.1108/ijsms-03-2023-0057
Chen Chen

Purpose

Given the rise of sport non-fungible tokens (NFTs) and sponsorships from cryptocurrency companies in the sport industry during the coronavirus disease 2019 (COVID-19) pandemic, this paper aims to critically frame the partnerships between cryptocurrency and sport by exploring the reception of fan tokens amongst supporters of three English Premier League clubs: Manchester City, Everton and Crystal Palace.

Design/methodology/approach

Drawing upon the emerging critical scholarship on cryptocurrency and the political economy of professional football, this study uses digital ethnography in an attempt to understand the major themes emanating from the online forum discussions amongst fans in response to the issuance of fan tokens by the aforementioned three clubs, among other types of partnerships with crypto companies.

Findings

The supporters’ critical deliberations revolved around the contradictions of fan tokens (as a means for supposed “fan engagement” or for financial speculation) and the utility of cryptocurrency for the public. These reactions in turn showcase a larger tension underlying the financially unstable professional football industry: the contest between the owners and the fan bases over the exchange value (for profit) and use value (for community) of the clubs.

Originality/value

This paper is one of the first studies to adopt a critical framework to examine the emerging partnerships between sports and cryptocurrency companies during the COVID-19 pandemic. It also provides one of the first in-depth analyses of the critical receptions of sport NFTs amongst sport fans. While contributing to the literature on fan activism/protest in the context of the commercialization and commodification of sport, the paper also raises new questions on the responsible use of cryptocurrency/NFT in sport.

目的鉴于在 2019 年冠状病毒疾病(COVID-19)大流行期间,体育不可兑换代币(NFTs)和加密货币公司赞助体育产业的兴起,本文旨在通过探索三家英格兰超级联赛俱乐部的支持者对球迷代币的接受情况,批判性地构建加密货币与体育之间的合作关系:设计/方法/途径本研究借鉴了关于加密货币和职业足球政治经济学的新兴批判性学术研究,采用数字人种学方法,试图了解球迷在线论坛讨论中针对上述三家俱乐部发行球迷代币以及与加密货币公司的其他类型合作所产生的主要议题。研究结果球迷们的批评性讨论围绕着球迷代币(作为所谓 "球迷参与 "或金融投机的一种手段)与加密货币对公众的实用性之间的矛盾展开。这些反应反过来展示了财务不稳定的职业足球产业背后的更大矛盾:俱乐部所有者和球迷群体之间对俱乐部交换价值(盈利)和使用价值(社区)的争夺。 原创性/价值 本文是首批采用批判性框架研究 COVID-19 大流行期间体育和加密货币公司之间新兴合作关系的研究之一。本文还首次深入分析了体育迷对体育 NFT 的批判性接受。在为体育商业化和商品化背景下的粉丝行动主义/抗议的文献做出贡献的同时,本文还就在体育运动中负责任地使用加密货币/NFT 提出了新的问题。
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引用次数: 0
Validating two shortened versions of the fitness switching cost scale 验证健身转换成本标度的两个缩短版本
Pub Date : 2024-02-15 DOI: 10.1108/ijsms-06-2023-0114
Kyungyeol Kim, Senyung Lee

Purpose

Although the fitness switching costs scale (FSCS) was shown to have sound psychometric properties, the length of the 54-item may impose burdens on survey participants and present methodological and analytic challenges for researchers and practitioners. Therefore, the present study shortened and validated two versions of the FSCS, namely the 33-item FSCS (FSCS-33) and the 11-item FSCS (FSCS-11).

Design/methodology/approach

In Study 1 (n = 411), the most useful items from the FSCS for the FSCS-33 and FSCS-11 were identified using item response theory (IRT). Study 2 (n = 391) and Study 3 (n = 400) assessed the psychometric properties of the FSCS-33 and FSCS-11, respectively, using partial least squares structural equation modeling.

Findings

The FSCS-33 and FSCS-11 demonstrated strong reliability and validity in assessing switching costs in fitness centers.

Originality/value

The psychometrically sound short-form scales provide researchers and practitioners with convenient and accurate means of measuring switching costs in fitness centers.

目的 虽然健身转换成本量表(FSCS)已被证明具有良好的心理测量特性,但 54 个项目的长度可能会给调查参与者造成负担,并给研究人员和从业人员带来方法学和分析方面的挑战。因此,本研究缩短并验证了两个版本的 FSCS,即 33 个项目的 FSCS(FSCS-33)和 11 个项目的 FSCS(FSCS-11)。在研究 1(n = 411)中,使用项目反应理论(IRT)确定了 FSCS-33 和 FSCS-11 中最有用的项目。研究 2(n = 391)和研究 3(n = 400)使用偏最小二乘结构方程模型分别评估了 FSCS-33 和 FSCS-11 的心理测量特性。原创性/价值心理测量学上可靠的短式量表为研究人员和从业人员提供了测量健身中心转换成本的便捷而准确的方法。
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引用次数: 0
Fan conflict or complement? Exploring the intersection of sports betting and team loyalty 球迷冲突还是互补?探索体育博彩与球队忠诚度的交叉点
Pub Date : 2024-02-13 DOI: 10.1108/ijsms-07-2023-0138
Brendan Dwyer, Stephen L. Shapiro, Joris Drayer

Purpose

The purpose of this paper was (1) to examine the underexplored intersection of sports betting and favorite team loyalty, and (2) to assess differences in gambling behavior among sport bettors by varying levels of team loyalty.

Design/methodology/approach

A total of 1,555 National Football League (NFL) bettors and non-betting NFL fans were surveyed to assess media consumption across a mix of team loyalty attitudes and betting behaviors.

Findings

Statistically significant differences were found between four types of NFL fans (casual, team loyalty-dominant, betting-dominant and hybrid) as it relates to media consumption in various forms. Most notably, the results suggested symbiosis between the activities.

Research limitations/implications

The symbiosis finding, though preliminary, suggests the activity provides an additional platform for consumers to connect with spectator sport. Furthermore, the act of betting, like participation in fantasy sports, appears to spur consumption of the NFL product generally. The study, however, was limited to NFL fans, did not specify the method for sports betting, nor the intensity of gambling.

Practical implications

Teams should not worry that betting detracts from fan engagement with the team product. Also, leagues and media providers should continue to highlight betting content as participants consume at higher rates than non-participating sports fans.

Social implications

Team fandom may potentially moderate problem behavior among bettors. The betting results indicate being a loyal team fan lowers one’s gambling spend per month and largest bet compared to non-loyal bettors. However, the hybrid fan showed significantly higher media consumption levels.

Originality/value

Sports fans have more opportunities to interact and engage with their favorite games than ever before. However, consumers have limited amounts of time and money, and this study is one of the first to examine differences in fan interests and behaviors related to sport betting and team loyalty and the resulting viewership and consumption behavior.

本文的目的是:(1) 研究体育博彩与最喜爱球队忠诚度之间尚未得到充分探索的交叉点;(2) 评估不同球队忠诚度的体育博彩者在博彩行为上的差异。调查结果显示,四种类型的 NFL 球迷(临时球迷、球队忠诚主导型球迷、博彩主导型球迷和混合型球迷)在各种形式的媒体消费方面存在显著差异。最值得注意的是,研究结果表明这些活动之间存在共生关系。研究局限性/影响共生关系的发现虽然是初步的,但表明该活动为消费者提供了一个额外的平台来与体育观众建立联系。此外,投注行为与参与梦幻体育一样,似乎普遍刺激了对 NFL 产品的消费。然而,这项研究仅限于 NFL 球迷,没有明确说明体育博彩的方式和赌博的强度。此外,联赛和媒体提供商应继续突出投注内容,因为参与者的消费率高于非参与者。社会意义球队的忠诚度可能会缓和投注者的问题行为。博彩结果表明,与非忠实博彩者相比,忠实的球队球迷会降低每月的博彩支出和最大投注额。原创性/价值体育迷比以往任何时候都有更多机会与他们喜爱的游戏互动和接触。然而,消费者的时间和金钱都是有限的,本研究是首次研究球迷在体育博彩和球队忠诚度方面的兴趣和行为差异,以及由此产生的观看和消费行为的研究之一。
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引用次数: 0
Machine learning prediction of factors affecting Major League Baseball (MLB) game attendance: algorithm comparisons and macroeconomic factor of unemployment 影响美国职业棒球大联盟(MLB)比赛上座率因素的机器学习预测:算法比较和宏观经济失业因素
Pub Date : 2024-02-08 DOI: 10.1108/ijsms-06-2023-0129
Juho Park, Junghwan Cho, Alex C. Gang, Hyun-Woo Lee, Paul M. Pedersen
PurposeThis study aims to identify an automated machine learning algorithm with high accuracy that sport practitioners can use to identify the specific factors for predicting Major League Baseball (MLB) attendance. Furthermore, by predicting spectators for each league (American League and National League) and division in MLB, the authors will identify the specific factors that increase accuracy, discuss them and provide implications for marketing strategies for academics and practitioners in sport.Design/methodology/approachThis study used six years of daily MLB game data (2014–2019). All data were collected as predictors, such as game performance, weather and unemployment rate. Also, the attendance rate was obtained as an observation variable. The Random Forest, Lasso regression models and XGBoost were used to build the prediction model, and the analysis was conducted using Python 3.7.FindingsThe RMSE value was 0.14, and the R2 was 0.62 as a consequence of fine-tuning the tuning parameters of the XGBoost model, which had the best performance in forecasting the attendance rate. The most influential variables in the model are “Rank” of 0.247 and “Day of the week”, “Home team” and “Day/Night game” were shown as influential variables in order. The result was shown that the “Unemployment rate”, as a macroeconomic factor, has a value of 0.06 and weather factors were a total value of 0.147.Originality/valueThis research highlights unemployment rate as a determinant affecting MLB game attendance rates. Beyond contextual elements such as climate, the findings of this study underscore the significance of economic factors, particularly unemployment rates, necessitating further investigation into these factors to gain a more comprehensive understanding of game attendance.
目的 本研究旨在找出一种准确率较高的自动机器学习算法,供体育从业人员用来确定预测美国职业棒球大联盟(MLB)观众人数的具体因素。此外,通过预测 MLB 各联盟(美国联盟和国家联盟)和分区的观众人数,作者将确定提高准确性的具体因素,并对其进行讨论,为体育界的学者和从业人员提供营销策略方面的启示。设计/方法/途径本研究使用了六年的 MLB 每日比赛数据(2014-2019 年)。所有数据均作为预测因子收集,如比赛表现、天气和失业率。此外,还获得了上座率作为观测变量。结果由于微调了 XGBoost 模型的调整参数,RMSE 值为 0.14,R2 为 0.62,该模型在预测上座率方面表现最佳。模型中影响最大的变量是 "排名",为 0.247,影响最大的变量依次是 "星期"、"主队 "和 "日/夜场"。结果显示,作为宏观经济因素的 "失业率 "的影响值为 0.06,天气因素的总影响值为 0.147。除了气候等环境因素外,本研究的结果还强调了经济因素(尤其是失业率)的重要性,因此有必要对这些因素进行进一步调查,以便更全面地了解比赛上座率。
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引用次数: 0
期刊
International Journal of Sports Marketing and Sponsorship
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