众筹投资者动机的异质性:来自足球行业的证据

S. Kościółek
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A cluster analysis, including Ward’s method with Euclidian distance and the non-parametric k-means method, was applied to segment the market. Differences between segments were assessed with chi-square tests for qualitative variables and Kruskal-Wallis H tests with Dunn’s post hoc tests for quantitative variables. A discriminant analysis successfully validated the segmenting procedure. FINDINGS: The crowdinvestors of football clubs were divided into three market segments: benefit-oriented (50.7%), club-oriented (45.3%), and goal-oriented (4.0%). This clustering solution was influenced by all of the previously identified motivations: fan identification, supporting a campaign’s cause, status of football club owner, rewards, and return on investment. 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引用次数: 0

摘要

目的:由于众筹投资者的动机问题仍然争论不休,实证研究开始关注特定行业和特定众筹模型中动机的异质性。本研究将这两个视角结合起来,考虑足球俱乐部众筹异质性动机的研究问题。本研究的目的是根据投资动机对足球俱乐部众筹投资者进行细分。方法:本研究采用调查研究的方法,以克拉科夫维斯拉足球俱乐部的众筹投资者为样本(n = 793),采用基于动机的两步分割方法。该俱乐部于2021年7月以电子方式向所有众筹投资者发放了调查问卷,采用了方便抽样的方法。采用Ward 's欧式距离法和非参数k-means法进行聚类分析,对市场进行细分。对定性变量采用卡方检验,定量变量采用Dunn事后检验采用Kruskal-Wallis H检验。判别分析成功地验证了分割过程。研究发现:足球俱乐部众筹市场分为利益导向(50.7%)、俱乐部导向(45.3%)和目标导向(4.0%)三个细分市场。这个聚类解决方案受到之前确定的所有动机的影响:球迷认同、支持活动的原因、足球俱乐部所有者的地位、奖励和投资回报。这些细分还根据消费相关行为(媒体消费、口碑营销、商品购买、比赛出席和社交媒体参与)和社会人口统计资料(年龄、婚姻状况、收入和居住地)进行了区分。除了目标导向的利基之外,足球俱乐部的众筹投资者都是对俱乐部高度认同并专注于支持运动事业的球迷。然而,他们中的一些人(“利益导向”)比其他人对投资回报、奖励和俱乐部所有权带来的地位(“俱乐部导向”)更敏感。利益导向的众筹者最大程度地消费了俱乐部的产品,而目标导向的众筹者则相反。启示:基于自我决定理论,没有发现外在动机占主导地位的集群。这些结果与大多数众筹研究相反,但与体育管理文献一致。重要的是,有证据表明,在众投活动方面具有同质性的群体在众投动机方面仍然具有异质性。这一见解表明,我们应该比过去更详细地考虑众筹动机。对足球俱乐部众筹的多重需求满足现象的假设进行了验证。这些结果为体育经理提供了关于众筹投资者细分市场的信息,他们可以利用这些信息更有效地沟通他们的众筹活动。独创性与价值:本研究首次对足球俱乐部众筹投资者投资动机的异质性进行了研究检验。这说明了研究结果的不稳定性,研究只关注整个众筹模式,而忽视了众筹者的行业特殊性和内部多样性。此外,它扩展了对足球产业中球迷投资者的研究领域,到目前为止,球迷投资者的研究主要集中在投资动机上,而没有考虑到他们的内部异质性。
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Heterogeneity of motivations among crowdinvestors: Evidence from the football industry
PURPOSE: As the issue of the motivations of crowdinvestors is still heavily debated, empirical research has come to focus on specific industries and the heterogeneity of motivations within specific crowdfunding models. This study combines these two perspectives and considers the research question of the heterogeneous motivations of football club crowdinvestors. The aim of the study is to segment the football club crowdinvestors according to investment motivations. METHODOLOGY: In this study, the survey research method was used for a sample (n = 793) of crowdinvestors from the Wisla Krakow football club, and a two-step motivation-based segmentation approach was applied. The convenient sampling method was used as the club distributed the surveys electronically among all its crowdinvestors in July 2021. A cluster analysis, including Ward’s method with Euclidian distance and the non-parametric k-means method, was applied to segment the market. Differences between segments were assessed with chi-square tests for qualitative variables and Kruskal-Wallis H tests with Dunn’s post hoc tests for quantitative variables. A discriminant analysis successfully validated the segmenting procedure. FINDINGS: The crowdinvestors of football clubs were divided into three market segments: benefit-oriented (50.7%), club-oriented (45.3%), and goal-oriented (4.0%). This clustering solution was influenced by all of the previously identified motivations: fan identification, supporting a campaign’s cause, status of football club owner, rewards, and return on investment. The segments were also differentiated according to consumption-related behaviors (media consumption, word-of-mouth marketing, merchandise purchases, match attendance, and social media engagement) and socio-demographic profiles (age, marital status, income, and place of residence). With the exception of the goal-oriented niche, crowdinvestors of football clubs are fans who are highly identified with the club and focused on supporting the cause of the campaign. However, some of them (“benefit-oriented”) are more sensitive than others to the return on investment, rewards, and status that comes along with club ownership (“club-oriented”). Benefit-oriented crowdinvestors consume the club’s products to the greatest extent, while goal-oriented crowdinvestors are on the opposite side of the spectrum. IMPLICATIONS: Based on self-determination theory, no cluster with a predominance of extrinsic motivations was found. These results are in opposition to most crowdfunding studies, but are in line with sport management literature. Importantly, evidence was found showing that groups that are homogenous in terms of crowdinvestment activity can still be heterogeneous in terms of crowdinvestment motivations. This insight shows that crowdinvestment motivations should be considered in more detail than they have been in the past. The assumptions of the multi-needs-meeting phenomenon of crowdinvesting in football clubs were also confirmed. These outcomes provide sports managers with information about market segments of crowdinvestors that they can use to communicate their crowdfunding campaigns more effectively. ORIGINALITY AND VALUE: This study is the first to present the research-tested heterogeneity of investment motivations among football club crowdinvestors. It shows the instability of research results that focus on entire crowdfunding models and ignore the industry-related specificities and internal diversity of crowdinvestors. Moreover, it extends the area of research on fan investors in the football industry, which has, until this point, focused on investment motivations without taking their internal heterogeneity into account.
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CiteScore
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自引率
5.60%
发文量
20
审稿时长
48 weeks
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