L.Jacobs,M.Humbani
Vol 17 | Issue 2 pp. 93-107
Abstract
Mobile gaming is one of the fastest growing industries in the world and is playing a significant role in the entertainment industry, yet not much is known about the psychological drivers of mobile gaming need satisfaction. The purpose of this study was to explore how mobile gamers are inherently drawn to play games enthusiastically. Understanding the psychological game need satisfaction would be invaluable to game developers to develop mobile games that smartphone users will actually play. The study adopted a quantitative approach and descriptive research, using a non-probability convenience and snowball sampling technique. A self-administered questionnaire was distributed to 307 adult consumers who had downloaded a mobile game application at the time of the survey. The results of the Structural Equation Modelling (SEM) suggest that enjoyment is the most significant predictor of mobile gaming need satisfaction, followed by gaming facilitating conditions, while personal gratification and effort expectancy are insignificant factors. Mobile gaming developers can improve mobile gaming need satisfaction by developing mobile games that are satisfying and that enhance enjoyment through improved game features pertaining to novelty, design and competence. This study is one of the first in a developing economy to address the unexplored relationships between variables drawn from different theoretical frameworks within the context of mobile gaming, contributing to understanding mobile game need satisfaction through smartphones that are already well-integrated into users’ lifestyles.
Keywords: Mobile games, gaming need satisfaction, enjoyment, effort expectancy, personal gratification, gaming capability, psychological drivers, South Africa
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References
AdColony, 2021. The modern mobile gamer: A study of everything. https://www.adcolony.com/reports/the-modern-mobilegamer/ (Accessed 20 May 2021).
Africa.com. 2021. The unprecedented rise of mobile gaming in South Africa with ‘Zero Data Game Sharing’. https://africa.com/ the-unprecedented-rise-of-mobile-gaming-in-south-africa-with-zero-data-game-sharing/ (Accessed 24 May 2021).
Alomari, K. M., Ncube, C. & Shaalan, K. 2018. ‘Predicting success of a mobile game: A proposed data analytics-based prediction model’, Springer International Publishing AG. 127–134.
Applebaum, M. 2018. Are younger shoppers always more tech friendly? Generational contrasts may be less stark than retailers think. https://www.emarketer.com/content/are-younger-shoppers-always-more-tech-friendly?ecid=NL1014 (Accessed 20 October 2020).
Baabdullah, A.M. 2018. ‘Consumer adoption of mobile social network games (M-SNGs) in Saudi Arabia: The role of social influence, hedonic motivation and trust’, Technology in Society, 53: 91–102.
Batchelor, J. 2018. GamesIndustry.biz presents … the year in numbers 2018. https://www.gamesindustry.biz/articles/2018-1217-gamesindustry-biz-presents-the-year-in-numbers-2018 (Accessed 19 June 2019).
Bowman, N.D., Jöckel, S. & Dogruel L. 2015. ‘The app market has been candy crushed: Observed and rationalized processes for selecting smartphone games’, Entertainment Computing, 8: 1–9.
Bulduklu, Y. 2019. ‘Mobile games on the basis of uses and gratifications approach: A comparison of the mobile game habits of university and high school students’, Convergence: The International Journal of Research into New Media Technologies, 25(5–6): 901–917.
Choe, P., & Schumacher, D. 2015. ‘Influence of different types of vibrations on technical acceptance of a mobile game aiming for hedonic satisfaction’, International Journal of Human-Computer Interaction, 31: 33–43.
Chong, A.Y.L. 2013. ‘Understanding mobile commerce continuance intentions: An empirical analysis of Chinese consumers’, Journal of Computer Information Systems, 53(4): 22–30.
Clement, J. 2021. App Store and Google Play mobile game downloads worldwide 2016–2020. https://www.statista.com/ statistics/661553/global-app-stores-mobile-game-downloads/ [Accessed 24 May 2021].
Davis, F.D. 1989. ‘Perceived usefulness, perceived ease of use, and user acceptance of information technology’, MIS Quarterly, 13: 319–340.
Deloitte. 2017. Global mobile consumer survey: The South African cut. https://www2.deloitte.com/content/dam/Deloitte/ za/Documents/technology-media-telecommunications/ZA-Deloitte-South-Africa-Mobile-Consumer-Survey-2017Mobile_090718.pdf (Accessed 12 June 2019).
Diamantopoulos, A. & Siguaw, J.A. (2000). Introducing LISREL. Sage Publications.
eMarketer. 2017. Mobile app store revenues and downloads for mobile games and total mobile apps worldwide by OS, 2017 & 2018. https://www.emarketer.com/chart/225874/mobile-app-store-revenues-downloads-mobile-games-total-mobile-appsworldwide-by-os-2017-2018-billions (Accessed 18 May 2019).
Fornell, C. & Larcker, D.F. 1981. ‘Evaluating structural equation models with unobservable variables and measurement error’, Journal of Marketing Research, 18: 39–50.
Greenland, S. & Kwansah-Aidoo, K. 2012. ‘The challenges of market research in emerging markets: A practitioner perspective from Sub-Saharan Africa’, Australasian Journal of Market & Social Research, 20: 9–22.
GSMA Intelligence. 2016. The mobile economy: Africa. http://www.gsma.com/mobileeconomy/africa/ (Accessed 16 June 2019). Hair, J.F., Black, W.C., Babin, B. J. & Anderson, R.E. 2016. Multivariate Data Analysis. Seventh Edition. Pearson.
Harrop, J. 2020. The modern mobile gamer: A study of everything. https://www.adcolony.com/reports/the-modern-mobilegamer/?utm_source=eMarketer&utm_medium=Ad&utm_campaign=DISQO&utm_content=FYISpotlight (Accessed 17 May 2021).
Hooper, D., Coughlan, J. & Mullen, M. 2008. ‘Structural equation modelling: Guidelines for determining model fit’, Electronic Journal of Business Research Methods, 6: 53–60.
Hu, L.T. & Bentler, P.M. 1999. ‘Cut-off criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives’, Structural Equation Modeling, 6: 1–55.
Huang, C.Y., Hsu, C.H., Chen, D.Y. & Chan, K.T. 2014. ‘Quantifying user satisfaction in mobile cloud games’, In Proceedings of Workshop on Mobile Video Delivery (MoViD’14) (pp. 1–6). Association for Computing Machinery. https://doi. org/10.1145/2579465.2579468.
Huang, L. & Hsieh, Y.J. 2011. ‘Predicting online game loyalty based on need gratification and experiential motives’, Internet Research, 21: 581–598.
Kimberly, C., Lim, T.Y., Khong, C.W. & Wong, C.Y. 2016. ‘Usability and player experience of input device for mobile gaming’, International Journal of Mobile Human-Computer Interaction, 8: 52–69.
Koch. L. 2019. Gaming goes mainstream, but play varies by gender and age. https://www.emarketer.com/content/who-is-gamingand-how-can-marketers-level-up?ecid=NL1009. (Accessed 23 April 2019).
Korhonen, H. & Koivisto, E.M.I. 2006. ‘Playability heuristics for mobile games. In Proceedings of the 8th conference on Humancomputer interaction with mobile devices and services (MobileHCI ‘06)’, (pp. 9–16). Association for Computing Machinery.
Kumar, K.A., Natarajan, S. & Acharjya, B. 2017. ‘Understanding behavioural intention for adoption of mobile games’, ASBM Journal of Management, 10: 6–18.
Lee, C.H., Chiang, H.S. & Hsiao, K.L. 2018. ‘What drives stickiness in location-based AR games? An examination of flow and satisfaction’, Telematics and Informatics, 35: 1958–1970.
Lin, C. & Lekhawipat, W. 2016. ‘How customer expectations become adjusted after purchase’, International Journal of Electronic Commerce, 20: 443–469.
Lin, J.H.T., Wu, D.Y. & Tao, C.C. 2018. ‘So scary, yet so fun: The role of self-efficacy’, New Media & Society, 20: 3223–3242.
Lopez-Fernandez, O., Männikkö, N., Kääriäinen, M., Griffiths, M.D. & Kuss, D. 2018. ‘Mobile gaming and problematic smartphone use: A comparative study between Belgium and Finland’, Journal of Behavioral Addictions, 7: 88–99.
Low, W.S., Lee, J.D. & Cheng, S.M. 2013. ‘The link between customer satisfaction and price sensitivity: An investigation of retailing industry in Taiwan’, Journal of Retailing and Consumer Services, 20: 1–10.
Lu, H.K., Lin, P.C. & Lin, Y.C. 2016. ‘A study of factors affecting the purchase intention on mobile game apps’, Journal of Advances in Information Technology, 7: 239–244.
Lundberg, S. 2017. Who are the new gamers and how can you reach them? https://www.businessofapps.com/news/half-ofmobilegamers-find-in-game-ads-memorable/15. [Accessed December, 2020].
Mediakix. 2019. An inside look at the massive $70 billion-dollar mobile gaming industry. https://mediakix.com/blog/mobilegaming-industry-statistics-market-revenue/. (Accessed 20 October 2020).
Merhi, M.I. 2016. ‘Towards a framework for online game adoption’, Computers in Human Behavior, 60: 253–263.
Merikivi, J., Tuunainen, V. & Nguyen, D. 2017. ‘What makes continued mobile gaming enjoyable?’, Computers in Human Behavior, 68: 411–421.
Mills, D.J. & Allen, J.J. 2020. ‘Self-determination theory, internet gaming disorder, and the mediating role of self-control’, Computers in Human Behavior, 105: 1–12.
Molinillo, S., Japutra, A. & Liébana-Cabanillas, F. 2020. ‘Impact of perceived value on casual mobile game loyalty: The moderating effect of intensity of playing’, Journal of Consumer Behaviour, 19: 493–504.
Mordor Intelligence. 2021. Mobile gaming market—growth, trends, covid-19 impact, and forecasts (2021–2026). https://www. mordorintelligence.com/industry-reports/mobile-games-market (Accessed 20 May 2021).
Nam, K. & Kim, H.J. 2020. ‘The determinants of mobile game success in South Korea’, Telecommunications Policy, 44: 1–13.
Pallant, J. (2016). SPSS Survival Manual: A Step by Step Guide to Data Analysis Using IBM SPSS. Fifth Edition. McGraw-Hill.
Park, J. & Lee, G. 2012. ‘Associations between personality traits and experiential gratification in an online gaming context’, Social Behavior and Personality, 40: 855–862.
Parker, C, Scott, S. & Geddes, A. 2019. Snowball Sampling. SAGE Research Methods Foundations. doi:10.4135/
Patrathiranond, G. 2019. Top mobile games marketing strategies 2019. https://appradar.com/blog/mobile-games-marketing/ (Accessed 04 January 2020).
Peng, W., Lin, J.H., Pfeiffer, K.A. & Winn, B. 2012. ‘Need satisfaction supportive game features as motivational determinants: An experimental study of a self-determination theory guided exergame’, Media Psychology, 15: 175–196.
Phan, M.H., Keebler, J.R. & Chaparro, B.S. 2016. ‘The development and validation of the game user experience satisfaction scale (GUESS)’, Human Factors, 58: 1217–1247.
Popp, B. & Woratschek, H. 2017. ‘Consumer-brand identification revisited: An integrative framework of brand identification, customer satisfaction, and price image and their role for brand loyalty and word of mouth’, Journal of Brand Management, 24: 250–270.
Price, D.G. 2019. Modelling the antecedents of mobile gaming brand loyalty amongst Generation Y students. Unpublished PhD thesis, North-West University, South Africa.
PricewaterhouseCoopers (PwC South Africa). (2019). Consumer spend online. https://www.pwc.co.za/en/press-room/consumerspend-online.html (Accessed 20 May 2021).
Raosoft. 2014. Sample size calculator. https://www.raosoft.com/samplesize.html (Accessed 5 April 2020).
Rodríguez-Ardura, I. & Meseguer-Artola, A. 2020. ‘Editorial: How to prevent, detect and control common method variance in electronic commerce research’, Journal of Theoretical and Applied Electronic Commerce Research, 15(2): 1–4.
Rutz, O., Aravindakshan, A. & Rubel, O. 2019. ‘Measuring and forecasting mobile game app engagement’, International Journal of Research in Marketing, 36: 185–199.
Sailer, M., Hense, J.U., Mayr, S.K. & Mandl, H. 2017. ‘How gamification motivates: An experimental study of the effects of specific game design elements on psychological need satisfaction’, Computers in Human Behavior, 69: 371–380.
Shams, G., Rehman, M.A., Samad, S. & Oikarinen, E.L. 2020. ‘Exploring customer’s mobile banking experiences and expectations among generations X, Y and Z’, Journal of Financial Services Marketing, 25: 1–13.
Statista. 2019. Number of smartphone users in South Africa from 2014 to 2023 (in millions)*. https://www.statista.com/ statistics/488376/forecast-of-smartphone-users-in-south-africa/ (Accessed 18 May 2021).
Taheri, F. & Akbari, N. 2016. ‘Moderating effects of online shopping experience on customer satisfaction and repurchase intentions’, International Academic Journal of Business Management, 3: 140–146.
Tam, C., Santos, D. & Oliveira, T. 2018. ‘Exploring the influential factors of continuance intention to use mobile Apps: Extending the expectation confirmation model’, Information Systems Frontiers, 22: 243–257.
Venkatesh, V., Thong, J.Y. & Xu, X. 2012. ‘Consumer acceptance and use of information technology: extending the unified theory of acceptance and use of technology’, MIS Quarterly: 157–178.
Wadsworth, D., Brock, S., Daly, C. & Robinson, L. 2014. ‘Elementary students’ physical activity and enjoyment during active video gaming and a modified tennis activity’, Journal of Physical Education and Sport, 14: 311–316.
Wallace, F. 2019. The impact of generation z on the gaming community. https://www.headstuff.org/entertainment/gaming/theimpact-of-generation-z-on-the-gaming-community/ (Accessed 13 July 2020).
Yang, H.L. & Lin, R.X. 2019. ‘Why do people continue to play mobile fame apps? A perspective if individual motivation, social factor and gaming factor’, Journal of Internet Technology, 20: 1925–1936.
Yang, C.C. & Liu, D. 2017. ‘Motives Matter: Motives for playing Poke´mon Go and implications for well-being’, Cyberpsychology, Behavior, and Social Networking, 20: 52–60.
Zheng, L. 2020. ‘The role of consumption emotions in users’ mobile gaming application continuance intention’, Information Technology & People, 33(1): 340–360.
