Within-game uncertainty of outcome and the demand for professional basketball on television

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Abstract

This paper provides one of the first tests of the within-game uncertainty of outcome hypothesis. We examine the relationship between the demand for nationally televised regular season NBA basketball viewing and outcome uncertainty while the games are being played. We use granular television viewing and scoring data and account for the dynamics of television viewing. We find evidence of modest but statistically significant effects of outcome uncertainty on the size of the TV viewing audience which occur largely at the end of the game, supporting the uncertainty of outcome hypothesis. These effects are subject to diminishing marginal returns. We also find evidence of a sizable independent loss of viewers at halftime and the end of games that is unrelated to outcome uncertainty.
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赛内结果的不确定性与电视对职业篮球的需求
本文首次对比赛结果的不确定性假设进行了检验。我们研究了 NBA 篮球比赛进行期间全国电视转播常规赛收视需求与比赛结果不确定性之间的关系。我们使用了细粒度的电视收视和得分数据,并考虑了电视收视的动态变化。我们发现有证据表明,比赛结果的不确定性对电视观众人数的影响不大,但在统计上却很显著,这种影响主要发生在比赛结束时,支持了比赛结果不确定性假说。这些影响的边际收益递减。我们还发现有证据表明,在中场休息和比赛结束时会有相当大的独立观众流失,这与结果的不确定性无关。
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