Skip to main content
Erschienen in: Journal of Gambling Studies 2/2017

30.06.2016 | Original Paper

Who Spends Money to Play for Free? Identifying Who Makes Micro-transactions on Social Casino Games (and Why)

verfasst von: Hyoun S. Kim, Samantha Hollingshead, Michael J. A. Wohl

Erschienen in: Journal of Gambling Studies | Ausgabe 2/2017

Einloggen, um Zugang zu erhalten

Abstract

Social casino games are online gambling-like games found on social networking sites. They are initially free to play, however, players are encouraged to make micro-transactions (i.e., in-game purchases) for additional game credits or functionality. As a result, they generate billions of dollars in revenue. Yet, little is known as to who purchases virtual credits, let alone why. In the present research, we assessed whether there are individual differences (impulsivity, reward sensitivity, competitiveness, and problem gambling severity) between who is and who is not likely to make micro-transactions during social casino game play. Moreover, we examined possible motivations for making micro-transactions (e.g., extend play, win back lost credits) and whether the individual difference variables of interest predict reported motivation(s) for making micro-transactions. Results showed that social casino gamers who engaged in micro-transactions reported significantly higher levels of impulsivity, reward sensitivity and problem gambling severity, but not competitiveness. In terms of motivation to make micro-transactions, desire to extend play was endorsed most frequently, followed by a desire to access additional features, chasing lost credits, and to speed up play. Lastly, among participants who made micro-transactions, reward sensitivity predicted making micro-transactions to chase lost credits. These results suggest the personality make-up of social casino gamers is important to understand who is likely to make micro-transactions as well as their motivation to do so—information that could prove useful for regulation of the industry.
Fußnoten
1
In addition to assessing whether the individual difference variables significantly predicted motivation for engaging in micro-transactions, we also conducted a multivariate regression with the number of motivations indicted as the dependent variable and problem gambling severity, impulsivity and reward sensitivity as the predictor variables. The results showed that reward sensitivity significantly predicted the number of motives indicted (p = .008). However, the number of motives indicated was not predicted by either impulsivity (p = .15) or problem gambling severity (p = .16).
 
Literatur
Zurück zum Zitat Bramley, S., & Gainsbury, S. M. (2015). The role of auditory features within slot-themed social casino games and online slot machine games. Journal of Gambling Studies, 31, 1735–1751.CrossRefPubMed Bramley, S., & Gainsbury, S. M. (2015). The role of auditory features within slot-themed social casino games and online slot machine games. Journal of Gambling Studies, 31, 1735–1751.CrossRefPubMed
Zurück zum Zitat Buhrmester, M., Kwang, T., & Gosling, S. D. (2011). Amazon’s mechanical turk a new source of inexpensive, yet high-quality, data? Perspectives on Psychological Science, 6, 3–5.CrossRefPubMed Buhrmester, M., Kwang, T., & Gosling, S. D. (2011). Amazon’s mechanical turk a new source of inexpensive, yet high-quality, data? Perspectives on Psychological Science, 6, 3–5.CrossRefPubMed
Zurück zum Zitat Cloninger, C. R. (1988). A unified biosocial theory of personality and its role in the development of anxiety states: A reply to commentaries. Psychiatric Developments, 5, 83–120. Cloninger, C. R. (1988). A unified biosocial theory of personality and its role in the development of anxiety states: A reply to commentaries. Psychiatric Developments, 5, 83–120.
Zurück zum Zitat Delaney, L. (2014). Social gaming briefing. Presentation at discovery conference 2014, Toronto, ON. Delaney, L. (2014). Social gaming briefing. Presentation at discovery conference 2014, Toronto, ON.
Zurück zum Zitat Derevensky, J. L., & Gainsbury, S. M. (2016). Social casino gaming and adolescents: Should we be concerned and is regulation in sight? International Journal of Law and Psychiatry, 44, 1–6.CrossRefPubMed Derevensky, J. L., & Gainsbury, S. M. (2016). Social casino gaming and adolescents: Should we be concerned and is regulation in sight? International Journal of Law and Psychiatry, 44, 1–6.CrossRefPubMed
Zurück zum Zitat Derevensky, J., Gainsbury, S., Gupta, R., & Ellery, M. (2013). Play-for-fun/social casino gambling: An examination of our current knowledge. Final report to the Manitoba gambling research program. Derevensky, J., Gainsbury, S., Gupta, R., & Ellery, M. (2013). Play-for-fun/social casino gambling: An examination of our current knowledge. Final report to the Manitoba gambling research program.
Zurück zum Zitat Dowling, N., Smith, D., & Thomas, T. (2005). Electronic gaming machines: Are they the ‘crack-cocaine’ of gambling? Addiction, 100, 33–45.CrossRefPubMed Dowling, N., Smith, D., & Thomas, T. (2005). Electronic gaming machines: Are they the ‘crack-cocaine’ of gambling? Addiction, 100, 33–45.CrossRefPubMed
Zurück zum Zitat Eilers Research. (2015). Social casino tracker—4Q14 and 2014. California: Eilers Research. Eilers Research. (2015). Social casino tracker—4Q14 and 2014. California: Eilers Research.
Zurück zum Zitat Ferris, J. A., & Wynne, H. J. (2001). The Canadian problem gambling index: User manual. Ottawa: Canadian Centre on Substance Abuse. Ferris, J. A., & Wynne, H. J. (2001). The Canadian problem gambling index: User manual. Ottawa: Canadian Centre on Substance Abuse.
Zurück zum Zitat Fong, T. W. (2005). The biopsychosocial consequences of pathological gambling. Psychiatry (Edgemont), 2, 22. Fong, T. W. (2005). The biopsychosocial consequences of pathological gambling. Psychiatry (Edgemont), 2, 22.
Zurück zum Zitat Gainsbury, S., King, D., Delfabbro, P., Hing, N., Russell, A., & Blaszczysnki, A. et al. (2015). The use of social media in gambling. A report commissioned by Gambling Research Australia. Gainsbury, S., King, D., Delfabbro, P., Hing, N., Russell, A., & Blaszczysnki, A. et al. (2015). The use of social media in gambling. A report commissioned by Gambling Research Australia.
Zurück zum Zitat Gainsbury, S., Russell, A., & Hing, N. (2014). An investigation of social casino gaming among land-based and Internet gamblers: A comparison of socio-demographic characteristics, gambling and co-morbidities. Computers in Human Behavior, 33, 126–135.CrossRef Gainsbury, S., Russell, A., & Hing, N. (2014). An investigation of social casino gaming among land-based and Internet gamblers: A comparison of socio-demographic characteristics, gambling and co-morbidities. Computers in Human Behavior, 33, 126–135.CrossRef
Zurück zum Zitat Gray, J. A. (1982). The neuropsychology of anxiety: An enquiry into the functions of the septo hippocampal system. Oxford: Oxford University Press. Gray, J. A. (1982). The neuropsychology of anxiety: An enquiry into the functions of the septo hippocampal system. Oxford: Oxford University Press.
Zurück zum Zitat Griffiths, M. (1993). Fruit machine gambling: The importance of structural characteristics. Journal of Gambling Studies, 9, 101–120.CrossRef Griffiths, M. (1993). Fruit machine gambling: The importance of structural characteristics. Journal of Gambling Studies, 9, 101–120.CrossRef
Zurück zum Zitat Griffiths, M. D. (2015). Adolescent gambling and gambling-type games on social networking sites: Issues, concerns, and recommendations. Aloma: Revista de Psicologia, Ciències de l’Educació i de l’Esport Blanquerna, 33, 31–37. Griffiths, M. D. (2015). Adolescent gambling and gambling-type games on social networking sites: Issues, concerns, and recommendations. Aloma: Revista de Psicologia, Ciències de l’Educació i de l’Esport Blanquerna, 33, 31–37.
Zurück zum Zitat Hollingshead, S., Kim, H. S., Wohl, M. J. A., & Derevensky, J. (in press). The social casino gaming-gambling link: Motivation for playing social casino games determines whether self-reported gambling increases or decreases among problem gamblers. Journal of Gambling Issues. Hollingshead, S., Kim, H. S., Wohl, M. J. A., & Derevensky, J. (in press). The social casino gaming-gambling link: Motivation for playing social casino games determines whether self-reported gambling increases or decreases among problem gamblers. Journal of Gambling Issues.
Zurück zum Zitat Kim, H. S., Salmon, M., Wohl, M. J. A., & Young, M. (2016a). A dangerous cocktail: Alcohol consumption increases suicidal ideations among problem gamblers in the general population. Addictive Behaviors, 55, 50–55.CrossRefPubMed Kim, H. S., Salmon, M., Wohl, M. J. A., & Young, M. (2016a). A dangerous cocktail: Alcohol consumption increases suicidal ideations among problem gamblers in the general population. Addictive Behaviors, 55, 50–55.CrossRefPubMed
Zurück zum Zitat Kim, H. S., Wohl, M. J. A., Gupta, R., & Derevensky, J. (2016b). From the mouths of social media users: A focus group study exploring the social casino gaming—online gambling link. Journal of Behavioral Addictions, 5, 115–121.CrossRefPubMedPubMedCentral Kim, H. S., Wohl, M. J. A., Gupta, R., & Derevensky, J. (2016b). From the mouths of social media users: A focus group study exploring the social casino gaming—online gambling link. Journal of Behavioral Addictions, 5, 115–121.CrossRefPubMedPubMedCentral
Zurück zum Zitat Kim, H. S., Wohl, M. J. A., Salmon, M. M., Gupta, R., & Derevensky, J. (2015). Do social casino gamers migrate to online gambling? An assessment of migration rate and potential predictors. Journal of Gambling Studies, 3, 1819–1831.CrossRef Kim, H. S., Wohl, M. J. A., Salmon, M. M., Gupta, R., & Derevensky, J. (2015). Do social casino gamers migrate to online gambling? An assessment of migration rate and potential predictors. Journal of Gambling Studies, 3, 1819–1831.CrossRef
Zurück zum Zitat Ledgerwood, D. M., Alessi, S. M., Phoenix, N., & Petry, N. M. (2009). Behavioral assessment of impulsivity in pathological gamblers with and without substance use disorder histories versus healthy controls. Drug and Alcohol Dependence, 105, 89–96.CrossRefPubMedPubMedCentral Ledgerwood, D. M., Alessi, S. M., Phoenix, N., & Petry, N. M. (2009). Behavioral assessment of impulsivity in pathological gamblers with and without substance use disorder histories versus healthy controls. Drug and Alcohol Dependence, 105, 89–96.CrossRefPubMedPubMedCentral
Zurück zum Zitat Maccallum, F., Blaszczynski, A., Ladouceur, R., & Nower, L. (2007). Functional and dysfunctional impulsivity in pathological gambling. Personality and Individual Differences, 43, 1829–1838.CrossRef Maccallum, F., Blaszczynski, A., Ladouceur, R., & Nower, L. (2007). Functional and dysfunctional impulsivity in pathological gambling. Personality and Individual Differences, 43, 1829–1838.CrossRef
Zurück zum Zitat Martin, C. (2014). Big data and social casino gaming. Canadian Gaming Lawyer Magazine, 4–7. Martin, C. (2014). Big data and social casino gaming. Canadian Gaming Lawyer Magazine, 4–7.
Zurück zum Zitat Mason, W., & Suri, S. (2012). Conducting behavioral research on Amazon’s Mechanical Turk. Behavior Research Methods, 44, 1–23.CrossRefPubMed Mason, W., & Suri, S. (2012). Conducting behavioral research on Amazon’s Mechanical Turk. Behavior Research Methods, 44, 1–23.CrossRefPubMed
Zurück zum Zitat Matheson, K., Wohl, M. J., & Anisman, H. (2009). The interplay of appraisals, specific coping styles, and depressive symptoms among young male and female gamblers. Social Psychology, 40, 212–221.CrossRef Matheson, K., Wohl, M. J., & Anisman, H. (2009). The interplay of appraisals, specific coping styles, and depressive symptoms among young male and female gamblers. Social Psychology, 40, 212–221.CrossRef
Zurück zum Zitat Paolacci, G., Chandler, J., & Ipeirotis, P. G. (2010). Running experiments on Amazon Mechanical Turk. Judgment and Decision Making, 5, 411–419. Paolacci, G., Chandler, J., & Ipeirotis, P. G. (2010). Running experiments on Amazon Mechanical Turk. Judgment and Decision Making, 5, 411–419.
Zurück zum Zitat Parke, J., Wardle, H., Rigbye, J., & Parke, A. (2013). Exploring social gambling: Scoping, classification and evidence review. Final report submitted to the UK Gambling Commission. Parke, J., Wardle, H., Rigbye, J., & Parke, A. (2013). Exploring social gambling: Scoping, classification and evidence review. Final report submitted to the UK Gambling Commission.
Zurück zum Zitat Petry, N. M., Stinson, F. S., & Grant, B. F. (2005). Comorbidity of DSM-IV pathological gambling and other psychiatric disorders: Results from the National Epidemiologic Survey on Alcohol and Related Conditions. Journal of Clinical Psychiatry, 66, 564–574.CrossRefPubMed Petry, N. M., Stinson, F. S., & Grant, B. F. (2005). Comorbidity of DSM-IV pathological gambling and other psychiatric disorders: Results from the National Epidemiologic Survey on Alcohol and Related Conditions. Journal of Clinical Psychiatry, 66, 564–574.CrossRefPubMed
Zurück zum Zitat Robinson, T. E., & Berridge, K. C. (2001). Incentive-sensitization and addiction. Addiction, 96, 103–114.CrossRefPubMed Robinson, T. E., & Berridge, K. C. (2001). Incentive-sensitization and addiction. Addiction, 96, 103–114.CrossRefPubMed
Zurück zum Zitat Rouse, S. V. (2015). A reliability analysis of Mechanical Turk data. Computers in Human Behavior, 43, 304–307.CrossRef Rouse, S. V. (2015). A reliability analysis of Mechanical Turk data. Computers in Human Behavior, 43, 304–307.CrossRef
Zurück zum Zitat Sapsted, T. (2013). Social casino gaming: Opportunities for 2013 and beyond. London: FC Business Intelligence. Sapsted, T. (2013). Social casino gaming: Opportunities for 2013 and beyond. London: FC Business Intelligence.
Zurück zum Zitat Schneider, S. (2012). Social gaming and online gambling. Gambling Law Review and Economics, 16, 711–712.CrossRef Schneider, S. (2012). Social gaming and online gambling. Gambling Law Review and Economics, 16, 711–712.CrossRef
Zurück zum Zitat Schulze, T., Seedorf, S., Geiger, D., Kaufmann, N., & Schader, M. (2011). Exploring task properties in crowdsourcing-an empirical study on Mechanical Turk. In ECIS (Vol. 11, pp. 1–1). Schulze, T., Seedorf, S., Geiger, D., Kaufmann, N., & Schader, M. (2011). Exploring task properties in crowdsourcing-an empirical study on Mechanical Turk. In ECIS (Vol. 11, pp. 1–1).
Zurück zum Zitat Shapiro, D. N., Chandler, J., & Mueller, P. A. (2013). Using Mechanical Turk to study clinical populations. Clinical Psychological Science, 1, 213–220.CrossRef Shapiro, D. N., Chandler, J., & Mueller, P. A. (2013). Using Mechanical Turk to study clinical populations. Clinical Psychological Science, 1, 213–220.CrossRef
Zurück zum Zitat Smither, R. D., & Houston, J. M. (1992). The nature of competitiveness: The development and validation of the competitiveness index. Educational and Psychological Measurement, 52, 407–418.CrossRef Smither, R. D., & Houston, J. M. (1992). The nature of competitiveness: The development and validation of the competitiveness index. Educational and Psychological Measurement, 52, 407–418.CrossRef
Zurück zum Zitat Steinberg, L., Sharp, C., Stanford, M. S., & Tharp, A. T. (2013). New tricks for an old measure: The development of the Barratt Impulsiveness Scale-Brief (BIS-Brief). Psychological Assessment, 25, 216–226.CrossRefPubMed Steinberg, L., Sharp, C., Stanford, M. S., & Tharp, A. T. (2013). New tricks for an old measure: The development of the Barratt Impulsiveness Scale-Brief (BIS-Brief). Psychological Assessment, 25, 216–226.CrossRefPubMed
Zurück zum Zitat Sztainert, T., Wohl, M. J., McManus, J. F., & Stead, J. D. (2014). On being attracted to the possibility of a win: Reward sensitivity (via gambling motives) undermines treatment seeking among pathological gamblers. Journal of Gambling Studies, 30, 901–911.CrossRefPubMed Sztainert, T., Wohl, M. J., McManus, J. F., & Stead, J. D. (2014). On being attracted to the possibility of a win: Reward sensitivity (via gambling motives) undermines treatment seeking among pathological gamblers. Journal of Gambling Studies, 30, 901–911.CrossRefPubMed
Metadaten
Titel
Who Spends Money to Play for Free? Identifying Who Makes Micro-transactions on Social Casino Games (and Why)
verfasst von
Hyoun S. Kim
Samantha Hollingshead
Michael J. A. Wohl
Publikationsdatum
30.06.2016
Verlag
Springer US
Erschienen in
Journal of Gambling Studies / Ausgabe 2/2017
Elektronische ISSN: 1573-3602
DOI
https://doi.org/10.1007/s10899-016-9626-6

Weitere Artikel der Ausgabe 2/2017

Journal of Gambling Studies 2/2017 Zur Ausgabe