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Competing against former teammates predicts team victory 与昔日队友较量,预示着团队的胜利
Pub Date : 2024-10-02 DOI: 10.1016/j.serev.2024.100043
The small but growing body of research on team vs. team competition focuses on predicting the winner based on multilevel factors, including the team's strength and prior relations among team members within a team. Our research demonstrates the significance and power of prior relations among members between competing teams in predicting the outcome of a contest. Leveraging data over 8 seasons of the Indian Premier League (IPL), we demonstrate the effects of competing against former teammates on a team's victory in IPL matches. If two teams, A and B, are competing in a match, and nA players from A are former teammates of players on B and nB players from B are former teammates of players on A, then if team A has smaller values of nA, it will have a competitive advantage over Team B with a higher value of nB. We call the magnitude of the difference of nA and nB the “ecosystem” factor in predicting performance. Using regression and stochastic network models, we find that the ecosystem factor significantly impacts the outcome of a match. Our findings have implications for franchise owners. While recruiting a player, franchise owners should not rely solely on the player's ability but also leverage the rivalry between former teammates.
关于团队与团队竞争的研究虽然为数不多,但却在不断增加,研究重点是根据多层次因素预测胜负,这些因素包括团队实力和团队内部成员之间的先前关系。我们的研究证明了竞争团队成员之间的先前关系在预测比赛结果方面的重要性和威力。利用印度超级联赛(IPL)8 个赛季的数据,我们证明了与前队友竞争对球队在 IPL 比赛中获胜的影响。如果两支球队(A 和 B)在一场比赛中竞争,A 队中有 nA 名球员是 B 队球员的前队友,B 队中有 nB 名球员是 A 队球员的前队友,那么如果 A 队的 nA 值较小,就会比 nB 值较高的 B 队更具竞争优势。我们将 nA 和 nB 的差值大小称为预测成绩的 "生态系统 "因素。利用回归和随机网络模型,我们发现生态系统因素对比赛结果有显著影响。我们的研究结果对特许经营店主有一定的启示。在招募球员时,专营权所有者不应只依赖球员的能力,还应充分利用前队友之间的竞争关系。
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引用次数: 0
Comparing two methods for testing the efficiency of sports betting markets 比较检验体育博彩市场效率的两种方法
Pub Date : 2024-09-21 DOI: 10.1016/j.serev.2024.100042
Sports betting markets can be considered strongly efficient if expected returns on all possible bets on an event are equal. If this form of efficiency holds, then there is a direct mapping from betting odds into probabilities of outcomes of sporting events. We compare two regression-based methods for testing this form of efficiency that have been used in previous research: One that uses normalized probabilities as the explanatory variable for event outcomes and one that uses the inverse of the decimal odds. We show that the normalized probability method produces good tests of the null hypothesis of strong market efficiency but that the inverse odds method does not, with results biased against finding favorite-longshot bias. We illustrate this finding using large datasets of bets and outcomes for tennis and soccer and also with realistic simulations.
如果对某项赛事的所有可能投注的预期收益都相等,那么体育博彩市场就可以被视为具有很高的效率。如果这种效率形式成立,那么投注赔率就可以直接映射到体育赛事结果的概率。我们比较了之前研究中使用的两种基于回归的方法来测试这种效率形式:一种是使用归一化概率作为赛事结果的解释变量,另一种是使用十进制赔率的倒数。我们的研究表明,归一化概率法可以很好地检验强市场效率的零假设,但赔率倒数法则不然,其结果偏向于发现偏好-长投偏差。我们使用网球和足球的大型投注和结果数据集以及现实模拟来说明这一发现。
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引用次数: 0
Is there a nationality wage premium in European football? 欧洲足球是否存在国籍工资溢价?
Pub Date : 2024-09-01 DOI: 10.1016/j.serev.2024.100040

We investigate the presence of nationality salary premia in two top European football leagues (the Premier League and Serie A). We uncover a substantial pay premium for South American players (primarily driven by Argentina and Brazil) of between 11 and 15 per cent in magnitude. We investigate possible mechanisms, such as whether these salary effects are driven by new entrants to the league, and whether they are reflected in team attendances and team performance. Fans appear to respond to higher proportions of South American players in England, but not in Italy. We discuss the implications of these results and suggest why potential differences might exist across the leagues.

我们调查了欧洲两大顶级足球联赛(英超联赛和意甲联赛)中是否存在国籍薪酬溢价。我们发现南美球员(主要是阿根廷和巴西球员)的薪酬溢价幅度在 11% 到 15% 之间。我们研究了可能的机制,例如这些薪资效应是否是由新加入联赛的球员驱动的,以及这些效应是否反映在球队的上座率和球队表现上。在英格兰,球迷似乎对较高比例的南美球员做出了反应,但在意大利却没有。我们讨论了这些结果的影响,并提出了联赛间可能存在潜在差异的原因。
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引用次数: 0
Professionals do play Minimax: Revisiting the Nash equilibrium in Major League Baseball 职业球员确实在玩 Minimax:重新审视美国职业棒球大联盟的纳什均衡
Pub Date : 2024-08-23 DOI: 10.1016/j.serev.2024.100039

We present a game-theoretic model of baseball as a two-by-two normal-form game between pitchers and batters, where batters decide whether to swing or hold, and pitchers choose whether to throw inside or outside the strike zone. We use machine learning to label pitches that have not been swung at. Our approach enables testing of the predictions derived from the Minimax Theorem for both players. The hypotheses of equality of payoffs across actions and the absence of serial correlation hold for the majority of players. Batters exhibit lower swing rates than theoretical predictions, while pitchers tend to throw inside the strike zone more frequently than expected.

我们提出了一个棒球博弈论模型,即投手和击球手之间的二乘二正则表达式博弈,其中击球手决定挥棒还是持球,投手选择投掷打击区内还是打击区外的球。我们使用机器学习来标记未挥棒的投球。我们的方法可以测试从最小最大定理中得出的对双方选手的预测。对于大多数球员来说,不同行动间报酬相等和不存在序列相关性的假设成立。击球手的挥棒率低于理论预测值,而投球手在打击区内投球的频率往往高于预期。
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引用次数: 0
Momentum-stopping: Effects on performance 停止动力:对成绩的影响
Pub Date : 2024-08-06 DOI: 10.1016/j.serev.2024.100038

Does success breed success? Psychological momentum theory suggests that past achievements might influence future performance. However, distinguishing between psychological and strategic momentum — where a player's effort shifts based on relative position — is challenging. In this paper, using a novel dataset from professional Counter-Strike: Global Offensive matches, I focus on technical timeouts. These timeouts don't affect player position but may disrupt psychological momentum. I find that a winning [losing] team with significant momentum sees a 13 [11.7] percentage points increased chance of losing [winning] the following round after calling for such a timeout. This shows that psychological momentum significantly affects performance and that timeouts can reset the momentum.

成功会滋生成功吗?心理动力理论认为,过去的成就可能会影响未来的表现。然而,要区分心理动量和战略动量(即玩家的努力会根据相对位置发生变化)具有挑战性。在本文中,我使用了来自职业《反恐精英:全球攻势》比赛的新数据集:全球攻势》比赛的新数据集,重点研究技术暂停。这些暂停不会影响玩家的位置,但可能会破坏玩家的心理动量。我发现,在要求技术暂停后,势头强劲的获胜 [失败] 队伍在下一轮比赛中失败 [获胜] 的几率会增加 13 [11.7] 个百分点。这说明心理动量对成绩有很大影响,而暂停可以重置动量。
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引用次数: 0
Incentives matter sometimes: On the differences between league and Cup football matches 激励有时很重要:联赛与杯赛的区别
Pub Date : 2024-07-22 DOI: 10.1016/j.serev.2024.100037

Economic agents react to incentives, and this holds true for professional football teams as well. Double round-robin and single-match elimination represent two opposite competition regimes, with incentives varying distinctly between them. At the level of individual matches, a single defeat needs not be fatal under a double round-robin regime, unlike in a single-match elimination system. Utilizing data from Dutch professional football from the 2004/05 season to the 2022/23 season, we compare single-match elimination Cup matches with double round-robin league matches, focusing on stadium attendance, match results, and home advantage. Stadium attendance tends to be lower in Cup matches, although the gap narrows in later stages of the Cup tournament, and it eventually disappears. The home advantage is similar in Cup matches and league matches, but when Cup matches extend beyond regular time, the home advantage diminishes. In later stages of the Cup tournament, both during extra time and penalty shootouts, home advantage appears to be virtually absent.

经济行为主体会对激励机制做出反应,职业足球队也是如此。双循环和单场淘汰制代表了两种截然相反的竞争制度,两者之间的激励机制也截然不同。就单场比赛而言,与单场淘汰制不同的是,在双循环制度下,一场失败不一定是致命的。利用荷兰职业足球从 2004/05 赛季到 2022/23 赛季的数据,我们比较了单场淘汰制杯赛和双循环联赛,重点关注球场上座率、比赛结果和主场优势。在杯赛中,球场上座率往往较低,但在杯赛后期,这一差距会逐渐缩小,并最终消失。主场优势在杯赛和联赛中相似,但当杯赛超过常规时间时,主场优势就会减弱。在杯赛后期,无论是加时赛还是点球大战,主场优势似乎都不复存在。
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引用次数: 0
The transfer market for sports players - A contest theory approach 体育运动员的转会市场--一种竞赛理论方法
Pub Date : 2024-05-20 DOI: 10.1016/j.serev.2024.100035
Yizhaq Minchuk

The transfer market for sports players is analyzed using a contest theory approach. A sports team exerts two types of effort in order to attract a player: productive effort, for which the team incurs a cost only if the player signs a contract with them; and persuading effort, for which the team incurs a cost regardless. The findings describe the conditions under which there will be no persuading effort, as well as the impact of persuading effort on productive effort and the contestant's utility.

本文采用竞争理论方法分析了体育运动员的转会市场。运动队为吸引球员会付出两种努力:一种是生产性努力,只有当球员与运动队签订合同时,运动队才会为此付出代价;另一种是说服性努力,无论如何,运动队都会为此付出代价。研究结果描述了没有劝说努力的条件,以及劝说努力对生产性努力和选手效用的影响。
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引用次数: 0
Competitive balance in professional sports: A multi-dimensional perspective 职业体育中的竞争平衡:多维视角
Pub Date : 2024-05-11 DOI: 10.1016/j.serev.2024.100034
Levi Bognar , Scott A. Brave , R. Andrew Butters , Kevin A. Roberts

What constitutes competitive balance is a contentious issue in professional sports. We contribute to this debate with a simple framework encapsulating multiple viewpoints of competitive balance and highlight how this framework suggests that there could be an inherent tradeoff along two common dimensions. Using the framework as a lens for comparing North American professional sports leagues, we then demonstrate how important changes over time in the collective bargaining process have influenced the competitive balance of these leagues in different ways. Finally, we discuss and provide descriptive evidence for the influence of differences in non-gate revenue growth across leagues and how it might have affected their competitive balance in recent years. (JEL L83, D63, C23).

什么是竞技平衡是职业体育中一个有争议的问题。我们为这一争论提供了一个简单的框架,囊括了关于竞争平衡的多种观点,并强调了这一框架如何表明在两个共同的维度上可能存在固有的权衡。然后,我们将该框架作为比较北美职业体育联盟的一个视角,说明随着时间的推移,集体谈判过程中的重要变化是如何以不同的方式影响这些联盟的竞争平衡的。最后,我们讨论了各联赛非门票收入增长差异的影响,并提供了描述性证据,说明这种差异如何影响了近年来各联赛的竞争平衡。(JEL L83, D63, C23)。
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引用次数: 0
Hockey babies: National Hockey League outcomes and short-term fertility spikes in Canada 冰球宝宝加拿大国家曲棍球联盟的成果与短期生育高峰
Pub Date : 2024-04-07 DOI: 10.1016/j.serev.2024.100033
Maryam Dilmaghani , Min Hu

Previous research shows that mood-altering events, such as sports results, elections outcomes and natural disasters, impact fertility, crime rate, and investor behaviour. In this paper, we use recent Canadian Birth Statistics and the National Hockey League (NHL) results to examine the link between sports events and short-term fertility spikes. In addition, using betting odds, we differentiate among unexpected wins, unexpected losses, and expected outcomes, as a test for the relevance of the Prospect Theory to this context. Our dataset is a daily panel, following all the seven Canadian Census Metropolitan Areas with a team in the NHL, from 2008 to 2019. In our panel fixed effects estimations, we account for the day of the week and all statutory federal and provincial holidays of Canada. In the estimations with raw NHL results, the coefficients of interest ultimately lose their statistical significance. In the specifications accounting for expectations, we find a statistically significant association with fertility for unexpected wins, and statistically insignificant coefficients for unexpected losses as well as expected NHL outcomes. In light of the results, we propose the greater likelihood of pre-game social gatherings on sports nights and celebratory sex after the euphoria of an unexpected win, as the possible channels of impact.

以往的研究表明,体育比赛结果、选举结果和自然灾害等改变情绪的事件会影响生育率、犯罪率和投资者行为。在本文中,我们利用最近的加拿大出生统计数据和全国冰球联赛(NHL)的结果来研究体育赛事与短期生育率飙升之间的联系。此外,我们还利用博彩赔率对意外获胜、意外失利和预期结果进行了区分,以此检验前景理论在此背景下的相关性。我们的数据集是一个日面板,跟踪 2008 年至 2019 年所有七个在加拿大人口普查中拥有 NHL 球队的大都市区。在面板固定效应估计中,我们考虑了星期几以及加拿大联邦和省的所有法定节假日。在对 NHL 原始结果的估计中,相关系数最终失去了统计意义。在考虑了预期的规格中,我们发现意外获胜与生育率的关系在统计上显著,而意外失利和预期 NHL 结果的系数在统计上不显著。鉴于上述结果,我们认为,在运动之夜进行赛前社交聚会的可能性更大,以及在意外获胜的兴奋之后进行庆祝性活动,可能是产生影响的渠道。
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引用次数: 0
Announcement 2024 Simon Rottenberg AWARD 公告 2024 西蒙-罗滕贝格奖
Pub Date : 2024-04-04 DOI: 10.1016/j.serev.2024.100032
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引用次数: 0
期刊
Sports Economics Review
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