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Erschienen in: Journal of Gambling Studies 2/2016

31.05.2015 | Original Paper

Clustering Finnish Gambler Profiles Based on the Money and Time Consumed in Gambling Activities

verfasst von: Maria Heiskanen, Arho Toikka

Erschienen in: Journal of Gambling Studies | Ausgabe 2/2016

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Abstract

Gambling involves consumption of gamblers’ money and time. Gamblers are a heterogeneous group, and in addition to grouping gamblers based on personality factors, it is also important to find different gambler profiles with respect to their gambling behavior. Using the nationally representative survey ‘Finnish Gambling 2011’ (N = 4484), this article studies the subtypes of Finnish gamblers based on the frequency of gambling and the amounts of money and time used in different gambling forms. Cluster analysis reveals six profiles of gamblers, from infrequent gamblers to omnivorous gamblers. In the further analysis of the clusters, it was found that the highest problem gambling prevalence was in the groups of sport betting + electronic gaming machine gamblers and omnivorous gamblers, which were also both dominated by men. Certain gambling consumption patterns and risk factors for problem gambling are related to both socio-demographic backgrounds of the gamblers as well as the structural and situational characteristics of the games. The results have implications for the prevention of problem gambling, as some consumption patterns may be connected with the probability of developing gambling problems.
Fußnoten
1
List of the games in the questionnaire:
  • 1.
    (Weekly) Lotto,
     
    2.
    Daily lotteries (e.g. Keno),
     
    3.
    Scratch cards,
     
    4.
    Football pools,
     
    5.
    Other sports betting,
     
    6.
    Trot betting (V-4),
     
    7.
    Tote games of Veikkaus (V-5, V-75),
     
    8.
    Casino gambling in Finland,
     
    9.
    EGMs (not in a casino),
     
    10
    Table games (not in a casino),
     
    11.
    Online poker in the Finnish online casino,
     
    12.
    Other games in the Finnish online casino,
     
    13.
    Tote games of Fintoto (offline and online),
     
    14.
    Online poker on PAF website,
     
    15.
    Other PAF games,
     
    16.
    Online poker on foreign sites,
     
    17.
    Other games on foreign sites.
     
    The respondents were also asked about private betting and card games with money, but due to the small number of respondents participating in those, these games were left out of the analysis.
  • Lotto is drawn once a week, as daily lotteries have drawings daily.
 
2
Single games are categorized into seven categories. The numbers refer to the specific games listed in footnote 1. The categories are: Lotto (1); Daily lotteries and scratch cards (2, 3); Sports betting (4, 5); EGMs (9); Casino games; (8, 10); Tote games (6, 7, 13); Online gambling (11, 12, 14, 15, 16, 17).
 
3
Tote games refer to betting on trotting races. There is a separate pool of money for each type of bet, and the payoffs are determined in ‘parimutuel’ fashion, so that the winning bets divide the money bet on losing bets (minus transaction costs) (Thaler and Ziemba 1988). This ‘parimutuel betting’ is known as ‘tote’ gambling in Finland and concerns horse racing only.
 
4
Until 2012, tote games were operated by two companies, Veikkaus and Fintoto, but since 2012 only Fintoto has had the right to offer horse betting games. Even though, at the time of the survey the tote games were in divided between two companies, they are all presented here in one category.
 
5
In 2013 there were 292 gambling machines in the Casino Helsinki and 20,320 gambling machines in other locations (RAY 2013).
 
Literatur
Zurück zum Zitat Abbott, M. W., Romild, U., & Volberg, R. A. (2014). Gambling and problem gambling in Sweden: Changes between 1998 and 2009. Journal of Gambling Studies, 30(4), 985–999.CrossRefPubMed Abbott, M. W., Romild, U., & Volberg, R. A. (2014). Gambling and problem gambling in Sweden: Changes between 1998 and 2009. Journal of Gambling Studies, 30(4), 985–999.CrossRefPubMed
Zurück zum Zitat American Psychiatric Association. (2013). Diagnostic and statistical manual of mental disorders (5th ed.). Washington, DC: American Psychiatric Publishing. American Psychiatric Association. (2013). Diagnostic and statistical manual of mental disorders (5th ed.). Washington, DC: American Psychiatric Publishing.
Zurück zum Zitat Blaszczynski, A., & Nower, L. (2002). A pathways model of problem and pathological gambling. Addiction, 97(5), 487–499.CrossRefPubMed Blaszczynski, A., & Nower, L. (2002). A pathways model of problem and pathological gambling. Addiction, 97(5), 487–499.CrossRefPubMed
Zurück zum Zitat Braverman, J., & Shaffer, H. J. (2010). How do gamblers start gambling: Identifying behavioural markers for high-risk internet gambling. European Journal of Public Health, 22(2), 273–278.CrossRefPubMedPubMedCentral Braverman, J., & Shaffer, H. J. (2010). How do gamblers start gambling: Identifying behavioural markers for high-risk internet gambling. European Journal of Public Health, 22(2), 273–278.CrossRefPubMedPubMedCentral
Zurück zum Zitat Casey, E. (2008). Women pleasure and the gambling experience. Hampshire: Ashgate. Casey, E. (2008). Women pleasure and the gambling experience. Hampshire: Ashgate.
Zurück zum Zitat Castrén, S., Basnet, S., Pankakoski, M., Ronkainen, J., Helakorpi, S., Uutela, A., et al. (2013a). An analysis of problem gambling among the Finnish working-age population: A population survey. BMC Public Health, 13, 519.CrossRefPubMedPubMedCentral Castrén, S., Basnet, S., Pankakoski, M., Ronkainen, J., Helakorpi, S., Uutela, A., et al. (2013a). An analysis of problem gambling among the Finnish working-age population: A population survey. BMC Public Health, 13, 519.CrossRefPubMedPubMedCentral
Zurück zum Zitat Castrén, S., Basnet, S., Salonen, A. H., Pankakoski, M., Ronkainen, J., Alho, H., & Lahti, T. (2013b). Factors associated with disordered gambling in Finland. Substance Abuse Treatment, Prevention and Policy, 8, 24.CrossRef Castrén, S., Basnet, S., Salonen, A. H., Pankakoski, M., Ronkainen, J., Alho, H., & Lahti, T. (2013b). Factors associated with disordered gambling in Finland. Substance Abuse Treatment, Prevention and Policy, 8, 24.CrossRef
Zurück zum Zitat Cavion, L., Wong, C., & Zangeneh, M. (2008). Gambling: A sociological perspective. In M. Zangeneh, A. Blaszczynski, & N. E. Turner (Eds.), In the pursuit of winning. Problem gambling theory, research and treatment (pp. 95–117). New York: Springer.CrossRef Cavion, L., Wong, C., & Zangeneh, M. (2008). Gambling: A sociological perspective. In M. Zangeneh, A. Blaszczynski, & N. E. Turner (Eds.), In the pursuit of winning. Problem gambling theory, research and treatment (pp. 95–117). New York: Springer.CrossRef
Zurück zum Zitat Dowling, N., Smith, D., & Trang, T. (2005). Electronic gaming machines: Are they the ‘crack-cocaine’ of gambling? Addiction, 100(1), 33–45.CrossRefPubMed Dowling, N., Smith, D., & Trang, T. (2005). Electronic gaming machines: Are they the ‘crack-cocaine’ of gambling? Addiction, 100(1), 33–45.CrossRefPubMed
Zurück zum Zitat Faregh, N., & Leth-Steensen, C. (2011). The gambling profiles of Canadians young and old: Game preferences and play frequencies. International Gambling Studies, 11(1), 23–41.CrossRef Faregh, N., & Leth-Steensen, C. (2011). The gambling profiles of Canadians young and old: Game preferences and play frequencies. International Gambling Studies, 11(1), 23–41.CrossRef
Zurück zum Zitat Goudriaan, A. E., Slutske, W. S., Krull, J. L., & Sher, K. J. (2009). Longitudinal patterns of gambling activities and associated risk factors in college students. Addiction, 104(7), 1219–1232.CrossRefPubMedPubMedCentral Goudriaan, A. E., Slutske, W. S., Krull, J. L., & Sher, K. J. (2009). Longitudinal patterns of gambling activities and associated risk factors in college students. Addiction, 104(7), 1219–1232.CrossRefPubMedPubMedCentral
Zurück zum Zitat Gray, H. M., LaPlante, D. A., & Shaffer, H. (2012). Behavioral characteristics of internet gamblers who trigger corporate responsible gambling interventions. Psychology of Addictive Behaviors, 26(3), 527–535.CrossRefPubMed Gray, H. M., LaPlante, D. A., & Shaffer, H. (2012). Behavioral characteristics of internet gamblers who trigger corporate responsible gambling interventions. Psychology of Addictive Behaviors, 26(3), 527–535.CrossRefPubMed
Zurück zum Zitat Griffiths, M. (1999). Gambling technologies. Prospects for problem gambling. Journal of Gambling Studies, 15(3), 265–283.CrossRefPubMed Griffiths, M. (1999). Gambling technologies. Prospects for problem gambling. Journal of Gambling Studies, 15(3), 265–283.CrossRefPubMed
Zurück zum Zitat Holtgraves, T. (2009). Evaluating the problem gambling severity index. Journal of Gambling Studies, 25(1), 105–120.CrossRefPubMed Holtgraves, T. (2009). Evaluating the problem gambling severity index. Journal of Gambling Studies, 25(1), 105–120.CrossRefPubMed
Zurück zum Zitat Johansson, A., Grant, J. E., Kim, S. W., Odlaug, B. L., & Götestam, K. G. (2009). Risk factors for problematic gambling: A critical literature review. Journal of Gambling Studies, 25(1), 67–92.CrossRefPubMed Johansson, A., Grant, J. E., Kim, S. W., Odlaug, B. L., & Götestam, K. G. (2009). Risk factors for problematic gambling: A critical literature review. Journal of Gambling Studies, 25(1), 67–92.CrossRefPubMed
Zurück zum Zitat Korn, D., Gibbins, R., & Azmier, J. (2003). Framing public policy: Towards a public health paradigm for gambling. Journal of Gambling Studies, 19(2), 235–256.CrossRefPubMed Korn, D., Gibbins, R., & Azmier, J. (2003). Framing public policy: Towards a public health paradigm for gambling. Journal of Gambling Studies, 19(2), 235–256.CrossRefPubMed
Zurück zum Zitat Lee, C., Lee, Y., Bernhard, B. J., & Yoon, Y. (2006). Segmenting casino gamblers by motivation: A cluster analysis of Korean gamblers. Tourism Management, 27(5), 856–866.CrossRef Lee, C., Lee, Y., Bernhard, B. J., & Yoon, Y. (2006). Segmenting casino gamblers by motivation: A cluster analysis of Korean gamblers. Tourism Management, 27(5), 856–866.CrossRef
Zurück zum Zitat Lloyd, J., Doll, H., Hawton, K., Hutton, W. D., Geddes, J. R., Goodwin, G. M., & Rogers, R. D. (2010). Internet gamblers: A latent class analysis of their behaviours and health experiences. Journal of Gambling Studies, 26(3), 387–399.CrossRefPubMed Lloyd, J., Doll, H., Hawton, K., Hutton, W. D., Geddes, J. R., Goodwin, G. M., & Rogers, R. D. (2010). Internet gamblers: A latent class analysis of their behaviours and health experiences. Journal of Gambling Studies, 26(3), 387–399.CrossRefPubMed
Zurück zum Zitat Milosevic, A., & Ledgerwood, D. M. (2010). The subtyping of pathological gambling: A comprehensive review. Clinical Psychology Review, 30(8), 988–998.CrossRefPubMed Milosevic, A., & Ledgerwood, D. M. (2010). The subtyping of pathological gambling: A comprehensive review. Clinical Psychology Review, 30(8), 988–998.CrossRefPubMed
Zurück zum Zitat Nelson, S. E., LaPlante, D. A., Peller, A. J., Schumann, A., LaBrie, R., & Shaffer, H. (2008). Real limits in the virtual world: Self-limiting behavior of internet gamblers. Journal of Gambling Studies, 24(4), 463–477.CrossRefPubMed Nelson, S. E., LaPlante, D. A., Peller, A. J., Schumann, A., LaBrie, R., & Shaffer, H. (2008). Real limits in the virtual world: Self-limiting behavior of internet gamblers. Journal of Gambling Studies, 24(4), 463–477.CrossRefPubMed
Zurück zum Zitat Orford, J. (2011). An unsafe bet? The dangerous rise of gambling and the debate we should be having. Chichester: Wiley-Blackwell. Orford, J. (2011). An unsafe bet? The dangerous rise of gambling and the debate we should be having. Chichester: Wiley-Blackwell.
Zurück zum Zitat Orford, J., Wardle, H., Griffiths, M., Sproston, K., & Erens, B. (2010). The role of social factors in gambling: Evidence from the 2007 British Gambling Prevalence Survey. Community, Work & Family, 13(3), 257–271.CrossRef Orford, J., Wardle, H., Griffiths, M., Sproston, K., & Erens, B. (2010). The role of social factors in gambling: Evidence from the 2007 British Gambling Prevalence Survey. Community, Work & Family, 13(3), 257–271.CrossRef
Zurück zum Zitat Parke, J., & Griffiths, M. (2006). The psychology of the fruit machine: The role of structural characteristics (revisited). International Journal of Mental Health and Addiction, 4(2), 151–179.CrossRef Parke, J., & Griffiths, M. (2006). The psychology of the fruit machine: The role of structural characteristics (revisited). International Journal of Mental Health and Addiction, 4(2), 151–179.CrossRef
Zurück zum Zitat Petry, N. M., Sintson, 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(5), 564–574.CrossRefPubMed Petry, N. M., Sintson, 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(5), 564–574.CrossRefPubMed
Zurück zum Zitat Raento, P., & Härmälä, L. (2014). The contested structural change in Finnish trotter racing and betting in the 2000s. In P. Raento (Ed.), Gambling in Finland. Themes and data for qualitative research (pp. 125–152). Helsinki: Gaudeamus. Raento, P., & Härmälä, L. (2014). The contested structural change in Finnish trotter racing and betting in the 2000s. In P. Raento (Ed.), Gambling in Finland. Themes and data for qualitative research (pp. 125–152). Helsinki: Gaudeamus.
Zurück zum Zitat Rahapelitutkimus 2011. (2013) FSD2722, version 2.0 (2013-03-15), electronic data. Helsinki: Taloustutkimus [data collection], 2011. Helsinki: Terveyden ja hyvinvoinnin laitos [producer], 2011. Tampere: Yhteiskuntatieteellinen tietoarkisto [distributor], 2013. Rahapelitutkimus 2011. (2013) FSD2722, version 2.0 (2013-03-15), electronic data. Helsinki: Taloustutkimus [data collection], 2011. Helsinki: Terveyden ja hyvinvoinnin laitos [producer], 2011. Tampere: Yhteiskuntatieteellinen tietoarkisto [distributor], 2013.
Zurück zum Zitat Reith, G. (2003). Pathology and profit. Controversies in the expansion of legal gambling. In G. Reith (Ed.), Gambling. Who Wins? Who Loses? (pp. 9–28). New York: Prometheus. Reith, G. (2003). Pathology and profit. Controversies in the expansion of legal gambling. In G. Reith (Ed.), Gambling. Who Wins? Who Loses? (pp. 9–28). New York: Prometheus.
Zurück zum Zitat Reith, G. (2007). Gambling and the contradictions of consumption—a genealogy of the ‘Pathological’ subject. American Behavioral Scientist, 51(1), 33–55.CrossRef Reith, G. (2007). Gambling and the contradictions of consumption—a genealogy of the ‘Pathological’ subject. American Behavioral Scientist, 51(1), 33–55.CrossRef
Zurück zum Zitat Rumpf, H., Meyer, C., Hapke, U., & John, U. (2001). Screening for mental health: validity of the MHI-5 using DSM-IV Axis I psychiatric disorders as gold standard. Psychiatry Research, 105(3), 243–253.CrossRefPubMed Rumpf, H., Meyer, C., Hapke, U., & John, U. (2001). Screening for mental health: validity of the MHI-5 using DSM-IV Axis I psychiatric disorders as gold standard. Psychiatry Research, 105(3), 243–253.CrossRefPubMed
Zurück zum Zitat Salonen, A. H., Raisamo, S., & Alho, H. (2013). Suomalaisten rahapeliongelmien väestötutkimuksen haasteet kansainvälisessä vertailussa (In Finnish. The challenges in studying Finnish gambling problems on population level. An international comparison). Yhteiskuntapolitiikka, 78(6), 650–660. Salonen, A. H., Raisamo, S., & Alho, H. (2013). Suomalaisten rahapeliongelmien väestötutkimuksen haasteet kansainvälisessä vertailussa (In Finnish. The challenges in studying Finnish gambling problems on population level. An international comparison). Yhteiskuntapolitiikka, 78(6), 650–660.
Zurück zum Zitat Stewart, S. H., Zack, M., Collins, P., Klein, R. M., & Fragopoulos, F. (2008). Subtyping pathological gamblers on the basis of affective motivations for gambling: Relations to gambling problems, drinking problems, and affective motivations for drinking. Psychology of Addictive Behaviors, 22(2), 257–268.CrossRefPubMed Stewart, S. H., Zack, M., Collins, P., Klein, R. M., & Fragopoulos, F. (2008). Subtyping pathological gamblers on the basis of affective motivations for gambling: Relations to gambling problems, drinking problems, and affective motivations for drinking. Psychology of Addictive Behaviors, 22(2), 257–268.CrossRefPubMed
Zurück zum Zitat Svensson, J., Romild, U., Nordenmark, M., & Månsdotter, A. (2011). Gendered gambling domains and changes in Sweden. International Gambling Studies, 11(2), 193–211.CrossRef Svensson, J., Romild, U., Nordenmark, M., & Månsdotter, A. (2011). Gendered gambling domains and changes in Sweden. International Gambling Studies, 11(2), 193–211.CrossRef
Zurück zum Zitat SWELOG. (2011). (Swedish Longitudinal Gambling Study). Spel om pengar och spelproblem i Sverige 2008/2009 [Gambling and gambling problems in Sweden in 2008/2009]. Swedish National Institute of Public Health, Östersund. SWELOG. (2011). (Swedish Longitudinal Gambling Study). Spel om pengar och spelproblem i Sverige 2008/2009 [Gambling and gambling problems in Sweden in 2008/2009]. Swedish National Institute of Public Health, Östersund.
Zurück zum Zitat Thaler, R. H., & Ziemba, W. T. (1988). Anomalies: Parimutuel betting markets—racetracks and Lotteries. Journal of Economic Perspectives, 2(2), 161–174.CrossRef Thaler, R. H., & Ziemba, W. T. (1988). Anomalies: Parimutuel betting markets—racetracks and Lotteries. Journal of Economic Perspectives, 2(2), 161–174.CrossRef
Zurück zum Zitat Turja, T., Halme, J., Mervola, M., Järvinen-Tassopoulos, J., & Ronkainen, J. (2012). Suomalaisten rahapelaaminen 2011. [Finnish Gambling 2011]. Helsinki: Terveyden ja hyvinvoinnin laitos. Turja, T., Halme, J., Mervola, M., Järvinen-Tassopoulos, J., & Ronkainen, J. (2012). Suomalaisten rahapelaaminen 2011. [Finnish Gambling 2011]. Helsinki: Terveyden ja hyvinvoinnin laitos.
Zurück zum Zitat Volberg, R. A. (2003). Has there been a “feminization” of gambling and problem gambling in the United States? Journal of Gambling Issues. doi:10.4309/jgi.2003.8.7. Volberg, R. A. (2003). Has there been a “feminization” of gambling and problem gambling in the United States? Journal of Gambling Issues. doi:10.​4309/​jgi.​2003.​8.​7.
Zurück zum Zitat Warpenius, K., Holmila, M., & Raitasalo, K. (2012). Peliin ei puututa. Alkoholin, tupakan ja rahapeliautomaattien ikärajavalvontaa testanneet ostokokeet vähittäisliikkeissä (In Finnish. Research of test purchases testing the age limits of alcohol, cigarettes and gambling machines in retail trade). Yhteiskuntapolitiikka, 77(4), 375–385. Warpenius, K., Holmila, M., & Raitasalo, K. (2012). Peliin ei puututa. Alkoholin, tupakan ja rahapeliautomaattien ikärajavalvontaa testanneet ostokokeet vähittäisliikkeissä (In Finnish. Research of test purchases testing the age limits of alcohol, cigarettes and gambling machines in retail trade). Yhteiskuntapolitiikka, 77(4), 375–385.
Zurück zum Zitat Welte, J. W., Barnes, G. M., Wieczorek, W. F., Tidwell, M. O., & Hoffman, J. H. (2007). Type of gambling and availability as risk factors for problem gambling: A Tobit regression analysis by age and gender. International Gambling Studies, 7(2), 183–198.CrossRef Welte, J. W., Barnes, G. M., Wieczorek, W. F., Tidwell, M. O., & Hoffman, J. H. (2007). Type of gambling and availability as risk factors for problem gambling: A Tobit regression analysis by age and gender. International Gambling Studies, 7(2), 183–198.CrossRef
Zurück zum Zitat Welte, J. W., Barnes, G. M., Wieczorek, W. F., Tidwell, M. O., & Parker, J. C. (2004). Risk factors for pathological gambling. Addictive Behaviors, 29(2), 323–335.CrossRefPubMed Welte, J. W., Barnes, G. M., Wieczorek, W. F., Tidwell, M. O., & Parker, J. C. (2004). Risk factors for pathological gambling. Addictive Behaviors, 29(2), 323–335.CrossRefPubMed
Metadaten
Titel
Clustering Finnish Gambler Profiles Based on the Money and Time Consumed in Gambling Activities
verfasst von
Maria Heiskanen
Arho Toikka
Publikationsdatum
31.05.2015
Verlag
Springer US
Erschienen in
Journal of Gambling Studies / Ausgabe 2/2016
Elektronische ISSN: 1573-3602
DOI
https://doi.org/10.1007/s10899-015-9556-8

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