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Modeling gameplay enjoyment through feature preferences, goal orientations, usage, and gender

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The gameplay experience can be understood as an interaction between player and game design characteristics. A greater understanding of these characteristics can be gained through empirical means. Subsequently, an enhanced knowledge of these characteristics should enable the creation of games that effectively generate desirable experiences for players. The purpose of…

The gameplay experience can be understood as an interaction between player and game design characteristics. A greater understanding of these characteristics can be gained through empirical means. Subsequently, an enhanced knowledge of these characteristics should enable the creation of games that effectively generate desirable experiences for players. The purpose of this study was to investigate the relationships between gameplay enjoyment and the individual characteristics of gaming goal orientations, game usage, and gender. A total of 301 participants were surveyed and the data were analyzed using Structural Equation Modeling (SEM). This led to an expanded Gameplay Enjoyment Model (GEM) with 41 game features, an overarching Enjoyment factor, and 9 specific components, including Challenge, Companionship, Discovery, Fantasy, Fidelity, Identity, Multiplayer, Recognition, and Strategy. Furthermore, the 3x2 educational goal orientation framework was successfully applied to a gaming context. The resulting 3x2 Gaming Goal Orientations (GGO) model consists of 18 statements that describe players' motivations for gaming, which are distributed across the six dimensions of Task-Approach, Task-Avoidance, Self-Approach, Self-Avoidance, Other-Approach, and Other-Avoidance. Lastly, players' individual characteristics were used to predict gameplay enjoyment, which resulted in the formation of the GEM-Individual Characteristics (GEM-IC) model. In GEM-IC, the six GGO dimensions were the strongest predictors. Meanwhile, game usage variables like multiplayer, genre, and platform preference, were minimal to moderate predictors. Although commonly appearing in games research, gender and game time commitment variables failed to predict enjoyment. The results of this study enable important work to be conducted involving game experiences and player characteristics. After several empirical iterations, GEM is considered suitable to employ as a research and design tool. In addition, GGO should be useful to researchers interested in how player motivations relate to gameplay experiences. Moreover, GEM-IC points to several variables that may prove useful in future research. Accordingly, it is posited that researchers will derive more meaningful insights on games and players by investigating detailed, context-specific characteristics as compared to general, demographic ones. Ultimately, it is believed that GEM, GGO, and GEM-IC will be useful tools for researchers and designers who seek to create effective gameplay experiences that meet the needs of players.
ContributorsQuick, John (Author) / Atkinson, Robert (Thesis advisor) / McNamara, Danielle (Committee member) / Nelson, Brian (Committee member) / Savenye, Wilhelmina (Committee member) / Arizona State University (Publisher)
Created2013
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A Mechanistic Account of the Relation between Working Memory Capacity and Fluid Intelligence

Description
Working memory capacity and fluid intelligence are important predictors of performance in educational settings. Thus, understanding the processes underlying the relation between working memory capacity and fluid intelligence is important. Three large scale individual differences experiments were conducted to determine the mechanisms underlying the relation between working memory capacity and…

Working memory capacity and fluid intelligence are important predictors of performance in educational settings. Thus, understanding the processes underlying the relation between working memory capacity and fluid intelligence is important. Three large scale individual differences experiments were conducted to determine the mechanisms underlying the relation between working memory capacity and fluid intelligence. Experiments 1 and 2 were designed to assess whether individual differences in strategic behavior contribute to the variance shared between working memory capacity and fluid intelligence. In Experiment 3, competing theories for describing the underlying processes (cognitive vs. strategy) were evaluated in a comprehensive examination of potential underlying mechanisms. These data help inform existing theories about the mechanisms underlying the relation between WMC and gF. However, these data also indicate that the current theoretical model of the shared variance between WMC and gF would need to be revised to account for the data in Experiment 3. Possible sources of misfit are considered in the discussion along with a consideration of the theoretical implications of observing those relations in the Experiment 3 data.
ContributorsWingert, Kimberly Marie (Author) / Brewer, Gene A. (Thesis advisor) / McNamara, Danielle (Thesis advisor) / McClure, Samuel (Committee member) / Redick, Thomas (Committee member) / Arizona State University (Publisher)
Created2018
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Young children's digital game culture in everyday life: an ethnographic case study

Description
This dissertation examines how young children engage with digital games at home and how parents think and talk about their children's digital gaming. This is an ethnographic case study of the digital game playing of six three-year-old children in six families. This study combines ethnographic methods and critical perspectives to…

This dissertation examines how young children engage with digital games at home and how parents think and talk about their children's digital gaming. This is an ethnographic case study of the digital game playing of six three-year-old children in six families. This study combines ethnographic methods and critical perspectives to construct analyses that have the potential to rethink young children's digital game play. The focus of this study is on understanding how digital gaming functions in children's everyday lives. This study shows that young children's digital game play takes place in the interstices of their everyday family life. Digital games do not entirely change or displace other practices in early childhood, but they are integrated into existing young children's everyday practices in their family life. Digital games as a source of young children's imagination enrich young children's play rather than substitute for young children's spontaneous non-digital play. Young children and their parents tactically use young children's mobile game play to cope with their modern life. Negotiating over game selections, time, and space between young children and their parents is an everyday practice of families and digital games are a site not only for family power struggles but also of shared activity. Digital games reflect the dominant culture in which they are produced. However, this study shows that young children do not passively receive the messages in the games but rather make sense of the game contents according to their everyday local experiences. Digital games are now a part of everyday practices for both adults and young children, and young children's digital game play reflects contemporary society.
ContributorsHuh, Youn Jung (Author) / Tobin, Joseph (Thesis advisor) / Nakagawa, Kathryn (Thesis advisor) / Arzubiaga, Angela (Committee member) / Lee, Kyunghwa (Committee member) / Arizona State University (Publisher)
Created2015