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Purpose – The purpose of this paper is to examine spectator perceptions of service quality at the Formula One (F-1) event in Shanghai by means of Martilla and James’ Importance and Performance Analysis (IPA). Design/methodology/approach – The items were plotted on the four IPA dimensions, including: Concentrate Here; Keep Up the Good Work; Lower Priority; and Possible Overkill. Findings – The results indicated that staff courtesy seems to be the strength of the event. However, concession quality, food prices, and arena accessibility, including restrooms at the Shanghai F-1 event, did not meet spectators’ expectations. In addition, the results suggested that in any spectator sporting event, food consumption helps to create a positive experience. Therefore, IPA revealed that service quality related to concessions, food pricing, and arena accessibility at the Shanghai F-1 are in need of immediate improvement, whereas staff courtesy and race visuals were satisfactory. Originality/value – The findings will help marketers prioritize certain services and offer strategic direction in effective service provision by highlighting management problems.

PurposeThe purpose of this study was to examine the millennial fans decision-making process in connection with various sport consumption behaviors (i.e. game attendance, TV viewing, participation in online activities, and participation in social media activities) using a modified model of goal-directed behavior (i.e. Sport Fan MGB).Design/methodology/approachWe collected data using Amazon Mechanical Turk (N = 222) to test the hypothesized model. Confirmatory factor analysis (CFA) was used to examine the psychometric properties of the measurement model, and structural equation modeling (SEM) was employed to test the hypotheses.FindingsSport Fan MGB was found have good psychometric properties. In addition, the findings indicate that the Sport Fan MGB explained various millennial fan behaviors (i.e., event attendance, TV viewing, online activity participation, and social media activity participation).Originality/valueThis paper examined the validity of the Sport Fan MGB and improved the predictability of the millennial fans' sport consumption behavior decision-making process.