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Erschienen in: Journal of Gambling Studies 3/2017

10.12.2016 | Original Paper

Subtyping Non-treatment-seeking Problem Gamblers Using the Pathways Model

verfasst von: Miea Moon, Jamey J. Lister, Aleks Milosevic, David M. Ledgerwood

Erschienen in: Journal of Gambling Studies | Ausgabe 3/2017

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Abstract

This study examined whether distinct subgroups could be identified among a sample of non-treatment-seeking problem and pathological/disordered gamblers (PG) using Blaszczynski and Nower’s (Addiction 97:487–499, 2002) pathways model (N = 150, 50% female). We examined coping motives for gambling, childhood trauma, boredom proneness, risk-taking, impulsivity, attention-deficit/hyperactivity disorder (ADHD), and antisocial personality disorder as defining variables in a hierarchical cluster analysis to identify subgroups. Subgroup differences in gambling, psychiatric, and demographic variables were also assessed to establish concurrent validity. Consistent with the pathways model, our analyses identified three gambling subgroups: (1) behaviorally conditioned (BC), (2) emotionally vulnerable (EV), and (3) antisocial-impulsivist (AI) gamblers. BC gamblers (n = 47) reported the lowest levels of lifetime depression, anxiety, gambling severity, and interest in problem gambling treatment. EV gamblers (n = 53) reported the highest levels of childhood trauma, motivation to gamble to cope with negative emotions, gambling-related suicidal ideation, and family history of gambling problems. AI gamblers (n = 50) reported the highest levels of antisocial personality disorder and ADHD symptoms, as well as higher rates of impulsivity and risk-taking than EV gamblers. The findings provide evidence for the validity of the pathways model as a framework for conceptualizing PG subtypes in a non-treatment-seeking sample, and underscore the importance of tailoring treatment approaches to meet the respective clinical needs of these subtypes.
Fußnoten
1
Other runs using alternative clustering algorithms are available from the first author.
 
2
Raw scores are presented to facilitate comparison with other studies.
 
Literatur
Zurück zum Zitat Anderson, G., & Brown, R. I. F. (1984). Real and laboratory gambling, sensation seeking and arousal: toward a Pavlovian component in general theories of gambling and gambling addictions. British Journal of Psychology, 75, 401–411.CrossRefPubMed Anderson, G., & Brown, R. I. F. (1984). Real and laboratory gambling, sensation seeking and arousal: toward a Pavlovian component in general theories of gambling and gambling addictions. British Journal of Psychology, 75, 401–411.CrossRefPubMed
Zurück zum Zitat Baumeister, R. F., Vohs, K. D., & Tice, D. M. (2007). The strength model of self-control. Current Directions in Psychological Science, 16, 396–403.CrossRef Baumeister, R. F., Vohs, K. D., & Tice, D. M. (2007). The strength model of self-control. Current Directions in Psychological Science, 16, 396–403.CrossRef
Zurück zum Zitat Bernstein, D. P., & Fink, L. (1998). Childhood trauma questionnaire: A retrospective self-report manual. San Antonio, TX: Psychological Corporation. Bernstein, D. P., & Fink, L. (1998). Childhood trauma questionnaire: A retrospective self-report manual. San Antonio, TX: Psychological Corporation.
Zurück zum Zitat Blaszczynski, A., & Nower, L. (2002). A pathways model of problem and pathological gambling. Addiction, 97, 487–499.CrossRefPubMed Blaszczynski, A., & Nower, L. (2002). A pathways model of problem and pathological gambling. Addiction, 97, 487–499.CrossRefPubMed
Zurück zum Zitat Blaszczynski, A., Steel, Z., & McConaghy, N. (1997). Impulsivity in pathological gambling: The antisocial impulsivist. Addiction, 92, 75–87.CrossRefPubMed Blaszczynski, A., Steel, Z., & McConaghy, N. (1997). Impulsivity in pathological gambling: The antisocial impulsivist. Addiction, 92, 75–87.CrossRefPubMed
Zurück zum Zitat Bonnaire, C., Bungener, C., & Varescon, I. (2009). Subtypes of French pathological gamblers: Comparison of sensation seeking, alexithymia and depression scores. Journal of Gambling Studies, 25, 455–471.CrossRefPubMed Bonnaire, C., Bungener, C., & Varescon, I. (2009). Subtypes of French pathological gamblers: Comparison of sensation seeking, alexithymia and depression scores. Journal of Gambling Studies, 25, 455–471.CrossRefPubMed
Zurück zum Zitat Connors, C. K., Erhardt, D., & Sparrow, E. (1999). Conners’ adult ADHD rating scales (CAARS). North Tonawanda, NY: Multi-Health Systems. Connors, C. K., Erhardt, D., & Sparrow, E. (1999). Conners’ adult ADHD rating scales (CAARS). North Tonawanda, NY: Multi-Health Systems.
Zurück zum Zitat Ferris, J., & Wynne, H. (2001). The Canadian Problem Gambling Index: Final Report. Ottawa: Canadian Center on Substance Abuse. Ferris, J., & Wynne, H. (2001). The Canadian Problem Gambling Index: Final Report. Ottawa: Canadian Center on Substance Abuse.
Zurück zum Zitat First, M. B., Spitzer, R. L., Gibbon, M., & Williams, J. B. W. (1996). Structured clinical interview for DSM-IV Axis I disorders, patient edition (SCID-P). New York: New York State Psychiatric Institute. First, M. B., Spitzer, R. L., Gibbon, M., & Williams, J. B. W. (1996). Structured clinical interview for DSM-IV Axis I disorders, patient edition (SCID-P). New York: New York State Psychiatric Institute.
Zurück zum Zitat Gerstein, D., Murphy, S., Toce, M., Hoffman, J., Palmer, A., Johnson, R., et al. (1999). Gambling impact and behavior study. Chicago: University of Chicago. Gerstein, D., Murphy, S., Toce, M., Hoffman, J., Palmer, A., Johnson, R., et al. (1999). Gambling impact and behavior study. Chicago: University of Chicago.
Zurück zum Zitat Gonzalez-Ibanez, A., Aymani, M. N., Jimenez, S., Domenech, J. M., Granero, R., & Lourido-Ferreira, M. R. (2003). Psychological Reports, 93, 707–716.CrossRefPubMed Gonzalez-Ibanez, A., Aymani, M. N., Jimenez, S., Domenech, J. M., Granero, R., & Lourido-Ferreira, M. R. (2003). Psychological Reports, 93, 707–716.CrossRefPubMed
Zurück zum Zitat Granero, R., Fernández-Aranda, F., Aymamí, N., Gómez-Peña, M., Fagundo, A. B., Sauchelli, S., et al. (2015). Subtypes of pathological gambling with concurrent illegal behaviors. Journal of Gambling Studies, 31(4), 1161–1178.CrossRefPubMed Granero, R., Fernández-Aranda, F., Aymamí, N., Gómez-Peña, M., Fagundo, A. B., Sauchelli, S., et al. (2015). Subtypes of pathological gambling with concurrent illegal behaviors. Journal of Gambling Studies, 31(4), 1161–1178.CrossRefPubMed
Zurück zum Zitat Hair, J. F., Jr., & Black, W. C. (2000). Cluster analysis. In L. G. Grimm & P. R. Yarnold (Eds.), Reading and understanding more multivariate statistics (pp. 147–205). Washington, DC: American Psychological Association. Hair, J. F., Jr., & Black, W. C. (2000). Cluster analysis. In L. G. Grimm & P. R. Yarnold (Eds.), Reading and understanding more multivariate statistics (pp. 147–205). Washington, DC: American Psychological Association.
Zurück zum Zitat Hodgins, D. C., & el-Guebaly, N. (2000). Natural and treatment-assisted recovery from gambling problems: A comparison of resolved and active gamblers. Addiction, 95(5), 777–789.CrossRefPubMed Hodgins, D. C., & el-Guebaly, N. (2000). Natural and treatment-assisted recovery from gambling problems: A comparison of resolved and active gamblers. Addiction, 95(5), 777–789.CrossRefPubMed
Zurück zum Zitat Hodgins, D. C., & el-Guebaly, N. (2010). The influence of substance dependence and mood disorders on outcome from pathological gambling: Five year follow. Journal of Gambling Studies, 26(1), 117–127.CrossRefPubMed Hodgins, D. C., & el-Guebaly, N. (2010). The influence of substance dependence and mood disorders on outcome from pathological gambling: Five year follow. Journal of Gambling Studies, 26(1), 117–127.CrossRefPubMed
Zurück zum Zitat Jacobs, D. F. (1986). A general theory of addictions: a new theoretical model. Journal of Gambling Behavior, 2, 15–31.CrossRef Jacobs, D. F. (1986). A general theory of addictions: a new theoretical model. Journal of Gambling Behavior, 2, 15–31.CrossRef
Zurück zum Zitat Jobes, D. A. (2006). Managing suicidal risk: A collaborative approach. New York: The Guilford Press. Jobes, D. A. (2006). Managing suicidal risk: A collaborative approach. New York: The Guilford Press.
Zurück zum Zitat Joiner, T. E., Walker, R. L., Rudd, M. D., & Jobes, D. A. (1999). Scientizing and routinizing the assessment of suicidality in outpatient practice. Professional Psychology: Research and Practice, 30, 447–453.CrossRef Joiner, T. E., Walker, R. L., Rudd, M. D., & Jobes, D. A. (1999). Scientizing and routinizing the assessment of suicidality in outpatient practice. Professional Psychology: Research and Practice, 30, 447–453.CrossRef
Zurück zum Zitat Knezevic, B., & Ledgerwood, D. M. (2012). Gambling severity, impulsivity, and psychopathology: Comparison of treatment- and community-recruited pathological gamblers. American Journal on Addictions, 21(6), 508–515.CrossRefPubMed Knezevic, B., & Ledgerwood, D. M. (2012). Gambling severity, impulsivity, and psychopathology: Comparison of treatment- and community-recruited pathological gamblers. American Journal on Addictions, 21(6), 508–515.CrossRefPubMed
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 Ledgerwood, D. M., Arfken, C. L., Wiedemann, A., Bates, K. E., Holmes, D., & Jones, L. (2013). Who goes to treatment? Predictors of treatment initiation among gambling helpline callers. American Journal on Addictions, 22(1), 33–38.CrossRefPubMed Ledgerwood, D. M., Arfken, C. L., Wiedemann, A., Bates, K. E., Holmes, D., & Jones, L. (2013). Who goes to treatment? Predictors of treatment initiation among gambling helpline callers. American Journal on Addictions, 22(1), 33–38.CrossRefPubMed
Zurück zum Zitat Ledgerwood, D. M., & Petry, N. M. (2006). Psychological experience of gambling and subtypes of pathological gamblers. Psychiatry Research, 144, 17–27.CrossRefPubMed Ledgerwood, D. M., & Petry, N. M. (2006). Psychological experience of gambling and subtypes of pathological gamblers. Psychiatry Research, 144, 17–27.CrossRefPubMed
Zurück zum Zitat Ledgerwood, D. M., & Petry, N. M. (2010). Subtyping pathological gamblers based on impulsivity, depression and anxiety. Psychology of Addictive Behaviors, 24(4), 680–688.CrossRefPubMedPubMedCentral Ledgerwood, D. M., & Petry, N. M. (2010). Subtyping pathological gamblers based on impulsivity, depression and anxiety. Psychology of Addictive Behaviors, 24(4), 680–688.CrossRefPubMedPubMedCentral
Zurück zum Zitat Lesieur, H. R. (2001). Cluster analysis of types of inpatient pathological gamblers. Dissertation Abstracts International, 62B, 2065. Lesieur, H. R. (2001). Cluster analysis of types of inpatient pathological gamblers. Dissertation Abstracts International, 62B, 2065.
Zurück zum Zitat Lister, J. J., Milosevic, A., & Ledgerwood, D. M. (2015a). Psychological characteristics of problem gamblers with and without mood disorder. Canadian Journal of Psychiatry, 60(8), 369–376.CrossRefPubMedPubMedCentral Lister, J. J., Milosevic, A., & Ledgerwood, D. M. (2015a). Psychological characteristics of problem gamblers with and without mood disorder. Canadian Journal of Psychiatry, 60(8), 369–376.CrossRefPubMedPubMedCentral
Zurück zum Zitat Lister, J. J., Milosevic, A., & Ledgerwood, D. M. (2015b). Personality traits of problem gamblers with and without alcohol dependence. Addictive Behaviors, 47, 48–54.CrossRefPubMed Lister, J. J., Milosevic, A., & Ledgerwood, D. M. (2015b). Personality traits of problem gamblers with and without alcohol dependence. Addictive Behaviors, 47, 48–54.CrossRefPubMed
Zurück zum Zitat Lobo, D. S. S., Quilty, L. C., Martins, S. S., Tavares, H., Vallada, H., Kennedy, J. L., et al. (2014). Pathological gambling subtypes: a comparison of treatment-seeking and non-treatment-seeking samples from Brazil and Canada. Addictive Behaviors, 39(7), 1172–1175.CrossRefPubMed Lobo, D. S. S., Quilty, L. C., Martins, S. S., Tavares, H., Vallada, H., Kennedy, J. L., et al. (2014). Pathological gambling subtypes: a comparison of treatment-seeking and non-treatment-seeking samples from Brazil and Canada. Addictive Behaviors, 39(7), 1172–1175.CrossRefPubMed
Zurück zum Zitat Milligan, G. W., & Cooper, M. C. (1988). A study of standardization of variables in cluster analysis. Journal of Classification, 5, 181.CrossRef Milligan, G. W., & Cooper, M. C. (1988). A study of standardization of variables in cluster analysis. Journal of Classification, 5, 181.CrossRef
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 Mooi, E., & Sarstedt, M. (2011). Understanding cluster-analysis. In E. Mooi & M. Sarstedt (Eds.), A concise guide to market research: The process, data, and methods using IBM SPSS statistics (pp. 259–283). Berlin: Springer.CrossRef Mooi, E., & Sarstedt, M. (2011). Understanding cluster-analysis. In E. Mooi & M. Sarstedt (Eds.), A concise guide to market research: The process, data, and methods using IBM SPSS statistics (pp. 259–283). Berlin: Springer.CrossRef
Zurück zum Zitat Najavits, L. M., Smylie, D., Johnson, K., Lung, J., & Classen, C. (2013). Seeking safety therapy for pathological gambling and PTSD: A pilot outcome study. Journal of Psychoactive Drugs, 45, 10–16.CrossRefPubMed Najavits, L. M., Smylie, D., Johnson, K., Lung, J., & Classen, C. (2013). Seeking safety therapy for pathological gambling and PTSD: A pilot outcome study. Journal of Psychoactive Drugs, 45, 10–16.CrossRefPubMed
Zurück zum Zitat Petry, N. M., & Casarella, T. (1999). Excessive discounting of delayed rewards in substance abusers with gambling problems. Drug and Alcohol Dependence, 56(1), 25–32.CrossRefPubMed Petry, N. M., & Casarella, T. (1999). Excessive discounting of delayed rewards in substance abusers with gambling problems. Drug and Alcohol Dependence, 56(1), 25–32.CrossRefPubMed
Zurück zum Zitat Sharpe, L. (2002). A reformulated cognitive–behavioral model of problem gambling: a biopsychosocial perspective. Clinical Psychology Review, 22, 1–25.CrossRefPubMed Sharpe, L. (2002). A reformulated cognitive–behavioral model of problem gambling: a biopsychosocial perspective. Clinical Psychology Review, 22, 1–25.CrossRefPubMed
Zurück zum Zitat Steel, Z., & Blaszczynski, A. (1996). The factorial structure of pathological gambling. Journal of Gambling Studies, 12, 3–20.CrossRefPubMed Steel, Z., & Blaszczynski, A. (1996). The factorial structure of pathological gambling. Journal of Gambling Studies, 12, 3–20.CrossRefPubMed
Zurück zum Zitat Stewart, S. H., & Zack, M. (2008). Development and psychometric evaluation of a three dimensional Gambling Motives Questionnaire. Addiction, 103, 1110–1117.CrossRefPubMed Stewart, S. H., & Zack, M. (2008). Development and psychometric evaluation of a three dimensional Gambling Motives Questionnaire. Addiction, 103, 1110–1117.CrossRefPubMed
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, 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, 257–268.CrossRefPubMed
Zurück zum Zitat Suomi, A., Dowling, N. A., & Jackson, A. C. (2014). Problem gambling subtypes based on psychological distress, alcohol abuse and impulsivity. Addictive Behaviors, 39(12), 1741–1745.CrossRefPubMed Suomi, A., Dowling, N. A., & Jackson, A. C. (2014). Problem gambling subtypes based on psychological distress, alcohol abuse and impulsivity. Addictive Behaviors, 39(12), 1741–1745.CrossRefPubMed
Zurück zum Zitat Tellegan, A. (2000). Manual for the multidimensional personality questionnaire. Minneapolis: University of Minnesota Press. Tellegan, A. (2000). Manual for the multidimensional personality questionnaire. Minneapolis: University of Minnesota Press.
Zurück zum Zitat Turner, N. E., Jain, U., Spence, W., & Zangeneh, M. (2008). Pathways to pathological gambling: Component analysis of variables related to pathological gambling. International Gambling Studies, 8, 281–298.CrossRef Turner, N. E., Jain, U., Spence, W., & Zangeneh, M. (2008). Pathways to pathological gambling: Component analysis of variables related to pathological gambling. International Gambling Studies, 8, 281–298.CrossRef
Zurück zum Zitat Vachon, D. D., & Bagby, R. M. (2009). Pathological gambling subtypes. Psychological Assessment, 21, 608–615.CrossRefPubMed Vachon, D. D., & Bagby, R. M. (2009). Pathological gambling subtypes. Psychological Assessment, 21, 608–615.CrossRefPubMed
Zurück zum Zitat Valleur, M., Codina, I., Vénisse, J. L., Romo, L., Magalon, D., Fatséas, M., et al. (2016). Towards a validation of the three pathways model of pathological gambling. Journal of Gambling Studies, 32(2), 751–771.CrossRef Valleur, M., Codina, I., Vénisse, J. L., Romo, L., Magalon, D., Fatséas, M., et al. (2016). Towards a validation of the three pathways model of pathological gambling. Journal of Gambling Studies, 32(2), 751–771.CrossRef
Zurück zum Zitat Waluk, O. R., Youssef, G. J., & Dowling, N. A. (2016). The relationship between problem gambling and attention deficit hyperactivity disorder. Journal of Gambling Studies, 32(2), 591–604.CrossRefPubMed Waluk, O. R., Youssef, G. J., & Dowling, N. A. (2016). The relationship between problem gambling and attention deficit hyperactivity disorder. Journal of Gambling Studies, 32(2), 591–604.CrossRefPubMed
Zurück zum Zitat Whiteside, S. P., & Lynam, D. R. (2001). The five factor model and impulsivity: Using a structural model of personality to understand impulsivity. Personality and Individual Differences, 30(4), 669–689.CrossRef Whiteside, S. P., & Lynam, D. R. (2001). The five factor model and impulsivity: Using a structural model of personality to understand impulsivity. Personality and Individual Differences, 30(4), 669–689.CrossRef
Zurück zum Zitat Yim, O., & Ramdeen, K. T. (2015). Hierarchical cluster analysis: Comparison of three linkage measures and application to psychological data. The Quantitative Methods for Psychology, 11(1), 8–21.CrossRef Yim, O., & Ramdeen, K. T. (2015). Hierarchical cluster analysis: Comparison of three linkage measures and application to psychological data. The Quantitative Methods for Psychology, 11(1), 8–21.CrossRef
Metadaten
Titel
Subtyping Non-treatment-seeking Problem Gamblers Using the Pathways Model
verfasst von
Miea Moon
Jamey J. Lister
Aleks Milosevic
David M. Ledgerwood
Publikationsdatum
10.12.2016
Verlag
Springer US
Erschienen in
Journal of Gambling Studies / Ausgabe 3/2017
Elektronische ISSN: 1573-3602
DOI
https://doi.org/10.1007/s10899-016-9658-y

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