赌场博彩业净推广人得分与未来消费者行为

IF 2.4 4区 管理学 Q3 BUSINESS
Sanghee Kim, Thomas S Gruca
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引用次数: 0

摘要

净发起人得分(NPS)是一种广泛使用的衡量客户忠诚度的指标。由于NPS与公司增长之间的关系,它被吹捧为“你需要增长的一个数字”。许多学术论文对这种宏观关系进行了研究,结果显然喜忧参半。在这项研究中,我们关注的是客户忠诚度细分(发起人、被动者或批评者)与购买行为之间的微观关系。虽然其他研究侧重于客户的NPS细分市场与口碑(公司增长的另一个驱动力)之间的关系,但只有少数研究考察了NPS细分市场对消费者忠诚度和未来支出的影响。与之前使用消费者的研究不同,我们对留存率、过去支出和未来支出有客观的衡量标准。我们探讨了三个重要的研究问题:(1)NPS细分市场过去的购买行为是否不同?(2) NPS细分市场未来的消费者行为是否有所不同?(3)NPS细分市场在预测未来消费者行为方面与其他指标相比如何?我们的数据来自赌场游戏行业的访问后调查和交易历史。我们发现,发起人的过去支出、保留和未来支出(控制过去支出)水平明显高于反对者。然而,使用其他指标,如满意度或重新访问的可能性,可以提供与数据相当的拟合。此外,发起人和叛逃者之间未来支出的平均差异很小,尽管具有统计学意义。虽然这项研究提供了使用NPS细分市场来捕捉消费者行为差异的实证验证,但管理者可以选择具有类似解释力的选项来衡量他们与客户关系的状态。这项研究补充了非常有限的实证研究,该研究验证了消费者行为的假设,这些假设是使用NPS预测公司增长的基础。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Net promoter score and future consumer behavior in the casino gaming industry
The Net Promoter Score (NPS) is a widely used measure of customer loyalty. It was touted as “the one number you need to grow” due to a purported relationship between the NPS and firm growth. A number of academic papers have examined this macro relationship with decidedly mixed results. In this study, we focus on the micro relationship between a customer’s loyalty segment (Promoter, Passive, or Detractor) and purchasing behavior. While other studies focus on the relationship between a customer’s NPS segment and word of mouth (the other driver of firm growth), only a few have examined the impact of the NPS segment on consumer retention and future spending. Unlike prior studies using consumers, we have objective measures of retention, past spending, and future spending. We explore three important research questions: (1) Does past purchase behavior vary differ across the NPS segments? (2) Does future consumer behavior vary across the NPS segments? And (3) How do the NPS segments compare to other metrics in predicting future consumer behavior? Our data comes from post-visit surveys and transaction histories from the casino gaming industry. We find Promoters have significantly higher levels of past spending, retention, and future spending (controlling for past spending) than Detractors. However, using other metrics such as satisfaction or likelihood-to-revisit provides comparable fit to the data. Furthermore, the average difference in future spending between the Promoters and Defectors is small, despite its statistical significance. While this study provides empirical validation of the use of the NPS segments to capture differences in consumer behavior, managers have options with comparable explanatory power to measure the state of their relationships with customers. This study adds to the very limited empirical research that validates the assumptions about consumer behavior that underlie the use of the NPS for predicting firm growth.
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来源期刊
CiteScore
6.00
自引率
6.70%
发文量
38
期刊介绍: The International Journal of Market Research is the essential professional aid for users and providers of market research. IJMR will help you to: KEEP abreast of cutting-edge developments APPLY new research approaches to your business UNDERSTAND new tools and techniques LEARN from the world’s leading research thinkers STAY at the forefront of your profession
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