Customer Profiling in the Ambit of Gaming: portraying lifestyles
Portada IROCAMM 5(2)
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Machado Dutra, M. J. (2022). Customer Profiling in the Ambit of Gaming: portraying lifestyles. IROCAMM - International Review Of Communication And Marketing Mix, 5(2), 95–118. https://doi.org/10.12795/IROCAMM.2022.v05.i02.06
##plugins.generic.dates.received## 2022-03-19
##plugins.generic.dates.accepted## 2022-07-11
##plugins.generic.dates.published## 2022-07-31

Abstract

Customer profiling is a tool for lifestyle visualization that combines creative imagination techniques with storytelling and statistical methods to fabricate easily interpretable representations of the consumer’s everyday life. This paper suggests employing the data-driven method allied with the storytelling approach for modeling engaging gamer profiles. Developing a profile is a sensible process that utilizes data and statistics to produce credible results. Therefore, the methodology principally involved the exploratory factor analysis for uncovering latent variables that influence the gaming lifestyle and the non-hierarchical cluster analysis to separate data cases with different characteristics and group members with similar attributes. The analyzed dataset gathered 1.588 participants from 80 countries. The results support the customer profiling methodology as a valid instrument for consumer behavior analysis and lifestyle visualization.

https://doi.org/10.12795/IROCAMM.2022.v05.i02.06
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Riferimenti bibliografici

Başar, E. E., Erciş, A., & Ünal, S. (2018). The Virtual World and Marketing. London: Cambridge Scholars Publishing.

Black, L. L., & Stone, D. (2005). Expanding the Definition of Privilege: The Concept of Social Privilege. Journal of Multicultural Counseling and Development, 33(4), 243–255. https://doi.org/10.1002/j.2161-1912.2005.tb00020.x

Bonett, D. G. and Wright, T. A. (2015) Cronbach’s alpha reliability: Interval estimation, hypothesis testing, and sample size planning. Journal of Organizational Behavior, (36), 3– 15. https://doi.org/10.1002/job.1960

Costello, A.B., & Osborne, J.W. (2005). Best practices in exploratory factor analysis: four recommendations for getting the most from your analysis. Practical Assessment, Research and Evaluation, 10, 1-9.

Darakjian, S. (2016). Online Gaming and the Pay-to-Win Problem: Legal Deterrence or Industry Self-Regulation? Loyola of Los Angeles Entertainment Law Review, 36(2), 213–248. Retieved from: https://digitalcommons.lmu.edu/elr/vol36/iss3/2

Drury, G. (2008). Opinion piece: Social media: Should marketers engage and how can it be done effectively? Journal of Direct, Data and Digital Marketing Practice, 9(3), 274–277. https://doi.org/10.1057/palgrave.dddmp.4350096

Evers, E., van de Ven, N., & Weeda, D. (2015). The hidden cost of microtransactions: Buying in-game advantages in online games decreases a player’s status. International Journal of Internet Science, 10(1), 20-36. Retrieved from: https://www.ijis.net/ijis10_1/ijis10_1_evers_et_al.pdf

Field, A. (2013). Descobrindo a Estatística usando o SPSS (2nd ed.). Porto Alegre, Brazil: Artmed Editora.

García, J., & Murillo, C. (2020). Sports video games participation: what can we learn for esports? Sport, Business and Management: An International Journal, 10(2), 169–185. https://doi.org/10.1108/sbm-01-2019-0006

Hulleman, C. S., Schrager, S. M., Bodmann, S. M., & Harackiewicz, J. M. (2010). A meta-analytic review of achievement goal measures: Different labels for the same constructs or different constructs with similar labels? Psychological Bulletin, 136(3), 422–449. https://doi.org/10.1037/a0018947

Jiménez-Marín, G.; González, M.; Galiano-Coronil, A. (2022). Social media marketing and gamer events: the case of the launch of apex legends as a model of entrepreneurship. International Journal of Entrepreneurship, 25, 1939-4675. https://bit.ly/3JnJggn

Jung, S.-G., Salminen, J., & Jansen, B. J. (2021). All About the Name: Assigning Demographically Appropriate Names to Data-Driven Entities. Proceedings of the 54th Hawaii International Conference on System Sciences. https://doi.org/10.24251/hicss.2021.491

Julkunen, S., Raatikainen, M., Rolllins, M., & Pennanen, M. (2021). Understanding the European Business Environment in Esports: An Ecosystem Perspective. Nordic Journal of Business, 70(1), 39–58. Retrieved from: http://njb.fi/wp-content/uploads/2021/03/2_Julkunen_et_al.pdf

Kahn, W. A. (1990). Psychological Conditions of Personal Engagement and Disengagement at Work. Academy of Management Journal, 33(4), 692–724. https://doi.org/10.5465/256287

Kaplan, A., & Maehr, M. L. (2006). The Contributions and Prospects of Goal Orientation Theory. Educational Psychology Review, 19(2), 141–184. https://doi.org/10.1007/s10648-006-9012-5

Kaplan, A. M., & Haenlein, M. (2010). Users of the world, unite! The challenges and opportunities of Social Media. Business Horizons, 53(1), 59–68. https://doi.org/10.1016/j.bushor.2009.09.003

Komutanont, C., Nuangjamnong, C., & Dowpiset, K. (2020). Major Factors Influencing Watching Game Streaming in Thailand: A Case Study of Multiplayers Online Battle Arena (MOBA) Game and What Motivates People Spectating Their Play. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.3790549

Machado Dutra, M. J. (2021). What is the Gaming Lifestyle? Journal of Games, Game Art, and Gamification, 6(2), 44–55. https://doi.org/10.21512/jggag.v6i2.7891

Madsen, S., & Nielsen, L. (2010). Exploring Persona-Scenarios - Using Storytelling to Create Design Ideas. IFIP Advances in Information and Communication Technology, 57–66. https://doi.org/10.1007/978-3-642-11762-6_5

Medvedev, A. N., Lambiotte, R., & Delvenne, J.-C. (2019). The Anatomy of Reddit: An Overview of Academic Research. Springer Proceedings in Complexity, 183–204. https://doi.org/10.1007/978-3-030-14683-2_9

Nielsen, L. (2012). Personas in a More User-Focused World. Personas - User Focused Design, 129–154. https://doi.org/10.1007/978-1-4471-4084-9_12

Pearson, R. H., & Mundform, D. J. (2010). Recommended Sample Size for Conducting Exploratory Factor Analysis on Dichotomous Data. Journal of Modern Applied Statistical Methods, 9(2), 359–368. https://doi.org/10.22237/jmasm/1288584240

Qian, T. Y., Wang, J. J., Zhang, J. J., & Lu, L. Z. (2019). It is in the game: dimensions of esports online spectator motivation and development of a scale. European Sport Management Quarterly, 20(4), 458–479. https://doi.org/10.1080/16184742.2019.1630464

Roberts, K. (2006). Leisure in contemporary society. https://doi.org/10.1079/9781845930691.0000

Salminen, J., Guan, K., Jung, S.-G., & Jansen, B. J. (2021). A Survey of 15 Years of Data-Driven Persona Development. International Journal of Human–Computer Interaction, 37(18), 1685–1708. https://doi.org/10.1080/10447318.2021.1908670

Salminen, J., Jansen, B. J., An, J., Kwak, H., & Jung, S. (2018). Are personas done? Evaluating their usefulness in the age of digital analytics. Persona Studies, 4(2), 47–65. https://doi.org/10.21153/psj2018vol4no2art737

Salminen, J., Jung, S.-G., M. Santos, J., Mohamed Sayed Kamel, A., & J. Jansen, B. (2021). Picturing It!: The Effect of Image Styles on User Perceptions of Personas. Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems. https://doi.org/10.1145/3411764.3445360

Schiappa, E., Gregg, P. B., & Hewes, D. E. (2005). The Parasocial Contact Hypothesis. Communication Monographs, 72(1), 92–115. https://doi.org/10.1080/0363775052000342544

Shanthi, K., & Sivabalakrishnan, M. (2014). Performance Analysis of Improved K-Means & K-Means in Cluster Generation. International Journal of Advanced Research in Electrical, Electronics and Instrumentation Engineering, 03(09), 11878–11884. https://doi.org/10.15662/ijareeie.2014.0309049

Shao, G. (2009). Understanding the appeal of user-generated media: a uses and gratification perspective. Internet Research, 19(1), 7–25. https://doi.org/10.1108/10662240910927795

Sjöblom, M., Törhönen, M., Hamari, J., & Macey, J. (2017). Content structure is king: An empirical study on gratifications, game genres and content type on Twitch. Computers in Human Behavior, (73), 161–171. https://doi.org/10.1016/j.chb.2017.03.036

Taherdoost, H. (2016). Validity and Reliability of the Research Instrument; How to Test the Validation of a Questionnaire/Survey in a Research. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.3205040

Thompson, J. B. (2018). Mediated Interaction in the Digital Age. Theory, Culture & Society, 37(1), 3–28. https://doi.org/10.1177/0263276418808592

Tobbin, P., & Adjei, J. (2012). Understanding the Characteristics of Early and Late Adopters of Technology. International Journal of E-Services and Mobile Applications, 4(2), 37–54. https://doi.org/10.4018/jesma.2012040103

Trepte, S., & Reinecke, L. (2011). The Pleasures of Success: Game-Related Efficacy Experiences as a Mediator Between Player Performance and Game Enjoyment. Cyberpsychology, Behavior, and Social Networking, 14(9), 555–557. https://doi.org/10.1089/cyber.2010.0358

Wansink, B. (1994). Developing and Validating Useful Consumer Prototypes. Journal of Targeting Measurement and Analysis for Marketing, 3(1), 18–30.

Watkins, M. W. (2018). Exploratory Factor Analysis: A Guide to Best Practice. Journal of Black Psychology, 44(3), 219–246. https://doi.org/10.1177/0095798418771807

Zendle, D., Meyer, R., & Ballou, N. (2020). The changing face of desktop video game monetisation: An exploration of exposure to loot boxes, pay to win, and cosmetic microtransactions in the most-played Steam games of 2010-2019. PLOS ONE, 15(5), e0232780. https://doi.org/10.1371/journal.pone.0232780

Zhou, S., Xu, Z., & Tang, X. (2010). Method for determining optimal number of clusters in K-means clustering algorithm. Journal of Computer Applications, 30(8), 1995–1998. https://doi.org/10.3724/sp.j.1087.2010.01995

Ziegler, A., Dresel, M., & Stoeger, H. (2008). Addressees of performance goals. Journal of Educational Psychology, 100(3), 643–654. https://doi.org/10.1037/0022-0663.100.3.643

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