‘Migrating to a new virtual world’: Exploring MMORPG switching through human migration theory
Highlights
► We apply the real-world PPM migration model to study the MMORPG switching of gamers. ► “Cyber migration” displays both similar and contrasting patterns compared to reality. ► The similarities lie in the dominant role played by mooring and pull effects. ► The “push effects” is no longer concerns for online gamers.
Introduction
With the rapidly growing popularity of massively multiplayer online role playing games (MMORPGs), the online game industry has become a highly profitable one in the global market. In the US, for example, its market value is expected to increase from US$1.1 billion in 2008 to US$4.4 billion in 2010. Similarly, the market value in the Asia–Pacific region is estimated as US$6.8 billion for 2010, while in 2005 it was US$3.2 million (Cai, 2006). The explosive growth makes the market extremely attractive to the games providers.
Although piracy is causing a considerable lost of income to other software providers, it does not diminish the profit of MMORPG providers because their main revenue comes from the subscription fees and sales of power-enhancing items. As a result, numerous companies have been drawn to enter this lucrative market, leading to intense competition (MIC, 2005a). As the online game industry moves into maturity, it is important to the success of operators to retain current players in their existing customer base as well as to attract new ones (IDC, 2006). However, whereas existing studies have primarily focused on the players intention to participate (Gao, 2004, Hsu and Lu, 2004, Kim et al., 2002, Wood et al., 2004), persistent participation in games (Choi & Kim, 2004) and addiction to games (Chou and Ting, 2003, Wan and Chiou, 2006), few attention has been paid to player’s switching intentions. Little research has been conducted on the factors that affect players’ intentions to switch from one online game to another. More work is therefore needed to understand this issue in MMORPG player behavior.
As an MMORPG creates a virtual world in which players choose the characters and develop online social relationships with others, players become “residents” of this virtual world. If this metaphor could go further, then players’ switching to a new MMORPG can be regarded as a kind of migration. Thus migratory models that are frequently used to describe human migration in the real world could be applied to explain the MMORPG switching context. This juxtaposition of the real and virtual worlds has also been described by several MMORPG industry experts. Fu (2004) suggests that the behavior of switching to another online game is similar to that of nomadic people migrating in search of water and grass for their animals. Therefore it validates the use of the real-world migration model to explore online players’ switching behavior.
In this article, we propose a MMORPG switching model which is adapted from the real-world Push–Pull–Mooring (PPM) migration model to demonstrate online players’ switching intentions (Moon, 1995). Our findings suggest that the PPM model can be extended to examine the switching intention of players in the virtual world, and to strengthen the model’s theoretical applicability as well as to fill the knowledge gap in the studies concerning the switching of MMORPGs. Furthermore, we identify key antecedents and fit them into a unifying framework to explain the players’ intention to switch between games, which can help game providers and marketing specialists to better understand their customers, thereby leading to more effective business strategies.
Our research begins by reviewing relevant research in the theoretical foundation of the PPM migratory model and comparing the factors involved in the migration process in the real-world with those in the virtual world. Then we propose our research model and hypotheses, and further explain their implicit rationale. After this, we present a survey with data collected from players and discuss the analysis methodology. We use the Partial Least Squares (PLS) latent structural equations modeling to test the results. The last section summarizes our findings and discusses their theoretical and managerial implications.
Section snippets
Theoretical background
Human migration has been an important research topic in demography for a long time, and human movements from a point of origin (i.e., the current living environment) to a new destination (i.e., a new living environment) can be considered as a type of switching behavior of residents (Clark & Knapp, 1996). The PPM model, which is the fundamental model for migration studies, considers the factors that push people to leave one place (their original home) and the factors that pull them to migrate to
Research hypothesis
Fig. 1 presents our research model. The model is built based on the multidimensional construct proposed by Law, Wong, and Mobley (1998). For push, pull, mooring are conceptualized as more abstract, second-order level constructs, multiple first-order subconstructs serve as formative indicators.
Several dimensions are identified as first-order subconstructs of PPM factors. The push effects of a current game include low enjoyment, low service satisfaction, and perception of insufficient
Instrument development
Based on the existing literature and the hypotheses presented in research hypothesis, a survey instrument was developed according to prior research. Questionnaire items were modified slightly from the previous studies to fit our specific research context. There are nine constructs with a total of 30 items. The items were initially developed in English and then subsequently translated into Chinese by one of the manuscript’s authors. Another independent translator performed a back-translation to
Descriptive statistics
The survey yielded 172 responses. After removing those with unanswered items, we ended up with 167 usable responses. Sample characteristics are given in Table 1. Approximately 83% of the respondents were male. The majority of respondents were 20 years old or less (64%), and 36% were between 21 and 30 years or older. Approximately 78% of the respondents were students, who spent US$15 dollars or less per month on subscription fees. This sample was consistent with a survey published by MIC, a
Discussions
The purpose of present study was to apply and extend the real-world PPM migration model to explain the players’ switching intentions in the virtual world of MMORPGs. Two out of the three constructs, the “mooring effect” of the current game and the “pull effect” of the attractiveness of the alternative, significantly influence players’ switching intentions, while the “push effects” of the current game do not appear to be a significant predictor.
Conclusion
Our study is one of the first that has empirically investigated a new Internet-related phenomenon, “migration in virtual world”, by focusing on MMORPG players’ switching intention. The results provide evidence that a real-world migratory theory can be applied to explain the migration in a virtual world. In addition, our findings demonstrate that “virtual world migration” displays both similar and contrasting patterns compared to real-world migration.
The similarities lie in the dominant role
Limitations and future research
Though this study provides several new insights into the decision-making process of MMORPGs players on switching, our results should be treated with caution for several reasons. We used a self-selected sampling approach to collect data; that is, we asked people who were knowledgeable about WoW online gaming experience, thus selecting a respondents that we felt was most representative of the population. For this reason, only users with WoW online gaming experience answered the questionnaire.
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