Abstract
This study aims to correlate previous conflicting studies by asking whether the Japanese professional team-sports market can be approximated using the Negative Binomial Distribution (NBD) Dirichlet Model. Results show that the value of speculators’ attendance frequency of each team is equal to the theoretical value affected by the degree of market penetration. The results also reveal that teams which achieved only a negatively divergent low attendance frequency compared with the theoretical value have continued to exist at a constant ratio. Therefore, these findings serve to validate the claim that the two conflicting statements in previous studies are, in fact, not contradictory.