Informational Effects in a Competitive Environment: Large-Scale Evidence from Table Tennis

Janina Kleinknecht, A. Rieber, Daniel Würtenberger
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Abstract

Competitions often serve to identify the most capable individual or increase overall effort in corporations and sports. Whether to provide individuals with (ranking) information in such a context is an intriguing question. We investigate individuals' competitive behavior under different degrees of ex-ante information regarding their competitors’ ability. A natural experiment in table tennis, particularly, the introduction of table tennis rankings in 2010, allows us to study the effect of (standardized) information on individual behavior, based on more than 1.5 million matches for over 34,000 individuals. Our results suggest that favorites benefit most from additional information as their winning probability increases, whereas underdogs are discouraged by such (standardized) information. These findings are stronger for more heterogeneous matches and hold even if players possess private information. Consistently, competition intensity declines after the release of information regarding competitors' ability. Our results imply that corporations should strategically provide information based on their specific aim.
竞争环境中的信息效应:来自乒乓球的大规模证据
在企业和体育运动中,比赛通常用来识别最有能力的个人或增加整体努力。在这种情况下,是否向个人提供(排名)信息是一个有趣的问题。研究了在不同程度的竞争对手能力事前信息条件下个体的竞争行为。一个自然的乒乓球实验,特别是2010年引入的乒乓球排名,使我们能够研究(标准化)信息对个人行为的影响,基于超过34000人的150多万场比赛。我们的研究结果表明,随着获胜概率的增加,最受欢迎的人从额外的信息中获益最多,而不受欢迎的人则会因这些(标准化)信息而气馁。这些发现在异质性更强的比赛中更为明显,即使球员拥有私人信息也同样适用。在竞争对手的能力信息公布后,竞争强度一直在下降。我们的研究结果表明,公司应该根据自己的特定目标,战略性地提供信息。
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