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While each genre and gender has been revealed as significant moderators for esports gameplay intention, exploring the interaction effects between genre and gender could broaden our understanding of the drivers’ relative effects on esports gameplay intention. Thus, the purpose of this study is to examine the interaction effects of gender and genre in the relationship between esports gameplay intention and its drivers (i.e. hedonic motivation, habit, price value, effort expectancy, social influence and flow).

The hypothesized model was examined using data from a sample (N = 1,194). For the purposes of data analysis, confirmatory factor analysis and structural equation modeling were used to examine the hypothesized model. Then, a series of structural invariance tests were conducted to compare the interrelationship between the six determinants and esports gameplay for the six-group model.

The results of the six-group model comparison indicated that the interaction between gender and genre moderates the relationship between drivers and esports gameplay intention. In particular, the following moderation effects were observed: (1) “social influence-esports gameplay intention” between “male-physical enactment” and “female-physical enactment”; (2) “habit-esports gameplay intention” and (3) “effort expectancy-esports gameplay intention” between “female-imagination” and “female-physical enactment”; (4) “hedonic motivation-esports gameplay intention” and (5) “effort expectancy-esports gameplay intention” between “female-physical enactment” and “female-sport simulation.”

The findings of this current study contributed to clarifying the genre and gender effects in esports gameplay intention and thus the extension of the Esports Consumption (ESC) model (Jang et al., 2020a) and the technology adoption literature. Since the ESC model grounded the Unified Theory of Acceptance and Use of Technology 2 (UTAUT2), the improvement of the ESC model extended UTAUT2. In consumer behavior research in the esports context, this current study contributed to the extension of UTAUT2 on the new moderating mechanisms by adding the interaction between gender and esports game genre.

Recently, Jang and Byon (2020) found that esports recreational gameplay consumption is causally linked to esports online media consumption. In the context of esports, live-streaming content (by individual creators) is a new type of media consumption, which should be distinguished from esports event broadcast. Extending Jang and Byon’s finding, the purpose of this study is to examine the mediating effect of esports content live streaming in the relationship between esports recreational gameplay and esports event broadcast because it allows the games to be more accessible to viewers due to two-way communication. In order to test for stability of the mediating effect of esports live content streaming, we examined the hypothesized model across the three genres (i.e. imagination [n = 224], physical enactment [n = 195], sport simulation [n = 179]).

Data (N = 598) were collected via an online survey from individuals who had experienced esports recreational gameplay. A total of 15 items with five dimensions (i.e. esports recreational gameplay, esports content live streaming, esports event broadcast, streamer identification, and pro-player identification) were adapted from existing studies. The two identification constructs and gender were used as control variables.

The model fit of the measurement model was found to be acceptable via CFA. The results of SEM indicated that the intention of esports content live streaming consumption played a full mediation role in the relationship between esports recreational gameplay behavior and the intention of esports event broadcast consumption. Additionally, we found the mediating effect of esports content live streaming across the three genres.

This study contributes to literature related to the esports consumer behavior by conceptualizing esports content live streaming and found that esports content live streaming represents a mechanism that underlies the relationship between esports recreational gameplay intention and esports event broadcast consumption.

This study is a micro-level perspective of value co-creation in spectator sport. By examining sport through the value co-creation lens, the dual role of the customer as both a contributor to and a beneficiary of value is acknowledged and the importance of stakeholder interactions is emphasized. This study analyzes the extent to which two theoretically and managerially important factors—attendance frequency (i.e. first-time attendee vs repeat attendee) and resident type (i.e. local resident vs domestic traveler)—impact value creation in the recurring live sporting event setting.

Data were collected from spectators who attended a National Association for Stock Car Auto Racing (NASCAR) sanctioned racing event. Multigroup structural equation modeling was performed to examine the proposed pathways, and multigroup t-tests were used to compare the model across both groups for each moderating variable. Corresponding path coefficients were then compared using Chin's (2004) recommended equations and procedures.

The study found organization-related value propositions to be the more common antecedents of value, while customer appearance had a strong negative association with hedonic value, and attendance frequency and resident type influenced certain value perceptions. Sport organizations should consider the expectations and motivations of various customer groups and provide offerings designed to meet the specific needs of different fan segments based on the spectator's experience with the sport product and the distance traveled to attend the sport event.

This paper advances the authors’ understanding of value creation in sport by showing how customer perceptions of value associated with the sport organization and other customers can be moderated by certain behavioral and geographic factors.

This study examines the relationship between spectator motivation and sports consumption behaviours in the context of an adaptive sport. Respondents were spectators from five matches held in the Midwest United States involving registered United States Quad Rugby Association teams. The Motivation Scale for Sport Consumption (MSSC; Trail & James, 2001) was adapted to measure spectator motivation and predict repatronage intentions and online media consumption among wheelchair rugby spectators. Results indicated that two spectator motivation factors, physical skill and knowledge, were related to repatronage intentions. In addition, knowledge and vicarious achievement were found to be related to online media consumption.

The tremendous market growth of mobile platforms for esports underscores the need to understand players' psychological states and consumption behavior. Based on flow theory, this study examines players' psychological states (flow and clutch experiences) and consumption behavior based on the interaction effects of playing frequency, playing duration and players' levels on the PC (LOL – League of Legends) and mobile (LOLWR – League of Legends: Wild Rift) versions of the same esports title.

Data were collected from 930 valid responses and analyzed with confirmatory factor analysis and multiple regression (PROCESS macro, Model 3).

There are two main findings. First, across PC and mobile participants, casual gamers (low playing frequency and duration) have firm purchase intention when they have a clutch experience, but flow experience hinders their purchasing intention. Second, hardcore gamers' (high playing frequency and duration) psychological states are clearly distinguished according to technological platforms. Flow experience is the most effective for their purchase intention in the PC platform, but both flow and clutch states are important in the mobile platform. Flow experience is essential overall for hardcore gamers to intend their in-game item purchasing.

This study has two primary originality/values. First, this study explores flow and clutch together to measure psychological states and the impact on the purchase intention of in-game items. Second, the interacting effects of playing frequency, duration, and skill level with technical platforms (i.e. PC and mobile) for esports gaming.

The purpose of this study is to evaluate the perceived enjoyment that is derived from spectators observing other spectators’ dysfunctional behavior during a game.

Using four forms (i.e. fighting, verbal assault, disrupting play and throwing missiles) of spectators dysfunctional behavior (SDB), two experiments (N = 252 for Study 1 and N = 92 for Study 2) were conducted in which video clips corresponding to the four types of SDB were used as experimental stimuli.

The findings indicate that participants enjoyed viewing spectators running onto the field of play significantly more than the other forms of SDB (i.e. fighting, verbal assaults and throwing missiles). The results also show no significant difference between how much spectators enjoyed the actions of fighting, verbal assault and throwing missiles.

The novelty of this study include the usage of a multidimensional approach to the concept of SDB and testing for a positive outcome pertaining to SDB that has largely, if not fully, been examined using negative inputs and outputs.

The purpose of this paper is to highlight the role that employees play in helping embed a corporate social responsibility (CSR)-advocated culture into their organizations through a voice behavior. This study examines: first, the effect of employees’ negative perceptions (i.e. persuasion knowledge (PK)) of CSR on voice behavior; second, the influence of employees’ motivational dispositions regarding goals (i.e. promotion focus) on voice behavior; and third, the positive moderating effect of promotion focus in the negative relationship between PK and voice behavior.

Data were gathered from 168 employees representing all five Korean professional sport organizations at an inaugural sport marketing workshop, a moderated multiple regression analysis was performed to test the hypotheses.

The results indicated a marginal negative effect of PK on voice behavior and a significant positive effect of promotion focus on voice behavior. Further, it was found that promotion focus played a positive moderating role in the negative relationship between PK and voice behavior.

Although employees bear much of the burden of and responsibility for enacting ethical and competitive CSR practices, a paucity of the research has addressed their contributions to CSR as internal promoters of the activities. The present study contributes to the CSR literature by focusing on the role of employees in voicing CSR and empirically examining how promotion focus played a positive role in the relationship between PK and voice behavior.

This study aimed to understand better what makes esports fans engage with streamers' live-streaming of esports gameplay. This study used the Theory of Planned Behavior (TPB) and additionally adopted streamer identification and esports game identification as moderating variables.

Data were collected from streamers' esports content streaming viewers over 18 years of age using an online survey in Amazon M-Turk (N = 307). Based on past esports live-streaming weekly watching hours, which range from 1 to 45 h, the participants were divided into lower (n = 152) and higher (n = 155) frequency groups. PLS-SEM and bootstrapping techniques were used to test the moderated mediation relationships among the constructs.

This study found a negative moderating effect of past watching experience on the relationship between attitudes and behavioral intention, and it positively moderated the path between perceived behavioral control and behavioral intention. Also, it was found statistically significant direct impacts of streamer identification (STI) and esports game identification (EGI) on attitude and subjective norms. While the indirect impact of STI on behavioral intention through attitude was statistically significant, there were no significant indirect impacts of EGI on attitude and behavioral intention through subjective norms.

Theoretically, this study extends the TPB model by exploring the two identifications (i.e. streamers and esports games) as antecedents of the focal TPB factors (i.e. attitudes, subjective norms and perceived behavioral control) and the moderating effect of prior experience based on high/low weekly watching frequencies. Practically, content creators of esports live-streaming and live-streaming platform managers can use the study’s findings to develop strategies to nurture their current and future viewership.

The paper aims to (1) explore the positive and negative sociocultural, economic, and environmental impacts on satisfaction, and behavioral intentions; and (2) examine the changes in relationships among event impacts, satisfaction and behavioral intentions of host city residents before and after a major sporting event.

We used panel data to estimate how resident responses change over time. The data were collected three months before (N before = 266) and three months after (N after = 266) the Nanjing Youth Olympic Games. Data were analyzed by confirmatory factor analysis (CFA), structural equation modeling (SEM) and invariance tests.

A significant relationship exists between negative and positive perceived sociocultural, economic, and environmental impacts, satisfaction and behavioral intentions. In addition, findings suggest that the effect of the sociocultural impacts on satisfaction and of satisfaction on behavioral intentions strengthened after the event. The relationship between positive environmental impacts and satisfaction was reduced across the two points in time. Our results indicate that residents’ assessment regarding the sporting event partially changed over the whole six-month course of the study.

This study differs from most recent research in that it examines the sociocultural, economic, and environmental event impacts in modeling residents’ satisfaction and testing the influence of negative event impacts on residents’ satisfaction and behavioral intentions. The current study contributes to the literature by emphasizing the changes that occur regarding the relationships among event impacts, satisfaction and behavioral intentions across the same respondents over time.

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).

The items were plotted on the four IPA dimensions, including: Concentrate Here; Keep Up the Good Work; Lower Priority; and Possible Overkill.

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.

The findings will help marketers prioritize certain services and offer strategic direction in effective service provision by highlighting management problems.