Abstract
Illegal behaviors have been reported in gambling disorder (GD) as well as in individuals with attention deficit hyperactivity disorder (ADHD). Likewise, ADHD symptomatology has been observed in patients with GD. We aimed to examine the association between ADHD symptomatology, personality traits and impulsivity in a sample of treatment-seeking patients with GD (n = 204) with and without a criminal report. The subjects were evaluated before starting treatment using different self-administered instruments. Among those who had committed an illegal act, two groups were made depending on whether or not the criminal conduct had legal repercussions (n = 64 without legal consequences; n = 32 with legal consequences). Structural equation modeling (SEM) was used to explore the interrelationships between personality traits, ADHD, impulsivity levels, gambling-related criminal behavior and other gambling-related factors. Greater ADHD symptomatology was found in patients with reported illegal behaviors, as well as higher impulsivity levels. Those individuals who presented legal consequences due to the criminal behavior showed higher impulsivity levels and harm avoidance and lower persistence and cooperativeness. Our findings uphold that patients with GD and ADHD symptomatology have greater impulsivity and are more vulnerable to committing an illegal act. Therefore, specific harm-prevention interventions and treatment approaches are needed for this population.
Similar content being viewed by others
Data Availability
Individuals may inquire with Dr. Jiménez-Murcia regarding availability of the data as there exist ongoing studies using the data. In order to avoid overlapping research efforts, Dr. Jiménez-Murcia will consider requests on a case-by-case basis.
References
Adler, L. A., Spencer, T., Faraone, S. V., Kessler, R. C., Howes, M. J., Biederman, J., & Secnik, K. (2006). Validity of pilot adult ADHD self- report scale (ASRS) to rate adult ADHD symptoms. Annals of Clinical Psychiatry, 18(3), 145–148.
Adolphe, A., Khatib, L., van Golde, C., Gainsbury, S. M., & Blaszczynski, A. (2018). Crime and gambling disorders: A systematic review. Journal of Gambling Studies. https://doi.org/10.1007/s10899-018-9794-7
American Psychiatric Association. (2000). Diagnostic and statistical manual of mental disorders: DSM-IV-TR. American Psychiatric Press Inc. https://doi.org/10.1176/appi.books.9780890423349.5847
American Psychiatric Association. (2013). Diagnostic and statistical manual of mental disorders (5th ed.). American Psychiatric Association.
Antshel, K. M., Hier, B. O., & Barkley, R. A. (2014). Executive functioning theory and ADHD. In S. Goldstein & J. A. Naglieri (Eds.), Handbook of executive functioning (pp. 107–120). Springer.
Aymamí, N., Jiménez-Murcia, S., Granero, R., Ramos-Quiroga, J. A., Fernández-Aranda, F., Claes, L., et al. (2015). Clinical, psychopathological, and personality characteristics associated with ADHD among individuals seeking treatment for gambling disorder. BioMed Research International. https://doi.org/10.1155/2015/965303
Barrett, P. (2007). Structural equation modelling: Adjudging model fit. Personality and Individual Differences, 42(5), 815–824. https://doi.org/10.1016/J.PAID.2006.09.018
Basoglu, C., Oner, O., Ates, A., Algul, A., Bez, Y., Ebrinc, S., & Cetin, M. (2011). Temperament traits and psychopathy in a group of patients with antisocial personality disorder. Comprehensive Psychiatry. https://doi.org/10.1016/j.comppsych.2011.01.003
Borsboom, D., Mellenbergh, G. J., & Van Heerden, J. (2003). The theoretical status of latent variables. Psychological Review. https://doi.org/10.1037/0033-295X.110.2.203
Brevik, E. J., Lundervold, A. J., Haavik, J., & Posserud, M. (2020). Validity and accuracy of the Adult attention-deficit/hyperactivity disorder (ADHD) self-report scale (ASRS) and the Wender Utah rating scale (WURS) symptom checklists in discriminating between adults with and without ADHD. Brain and Behavior. https://doi.org/10.1002/brb3.1605
Breyer, J. L., Botzet, A. M., Winters, K. C., Stinchfield, R. D., August, G., & Realmuto, G. (2009). Young adult gambling behaviors and their relationship with the persistence of ADHD. Journal of Gambling Studies, 25(2), 227–238. https://doi.org/10.1007/s10899-009-9126-z
Cloninger, C. (1999). The temperament and character inventory-revised. Washington University.
Delisi, M., Vaughn, M., Beaver, K. M., Wexler, J., Barth, A. E., & Fletcher, J. M. (2011). Fledgling psychopathy in the classroom: ADHD subtypes psychopathy, and reading comprehension in a community sample of adolescents. Youth Violence and Juvenile Justice, 9(1), 43–58. https://doi.org/10.1177/1541204010371932
Fatséas, M., Hurmic, H., Serre, F., Debrabant, R., Daulouède, J. P., Denis, C., & Auriacombe, M. (2016). Addiction severity pattern associated with adult and childhood attention deficit hyperactivity disorder (ADHD) in patients with addictions. Psychiatry Research, 246, 656–662. https://doi.org/10.1016/j.psychres.2016.10.071
Finner, H., & Roters, M. (2001). On the false discovery rate and expected type I errors. Biometrical Journal. https://doi.org/10.1002/1521-4036(200112)43:8%3c985::AID-BIMJ985%3e3.0.CO;2-4
Fletcher, J., & Wolfe, B. (2009). Long-term consequences of childhood ADHD on criminal activities. Journal of Mental Health Policy Economics, 12(3), 119–138.
Gorsane, M. A., Reynaud, M., Vénisse, J. L., Legauffre, C., Valleur, M., Magalon, D., et al. (2017). Gambling disorder-related illegal acts: Regression model of associated factors. Journal of Behavioral Addictions, 6(1), 64–73. https://doi.org/10.1556/2006.6.2017.003
Granero, R., Penelo, E., Stinchfield, R., Fernández-Aranda, F., Aymamí, N., Gómez-Peña, M., et al. (2014). Contribution of illegal acts to pathological gambling diagnosis: DSM-5 implications. Journal of Addictive Diseases, 33(1), 41–52. https://doi.org/10.1080/10550887.2014.882730
Gupta, R., Nower, L., Derevensky, J. L., Blaszczynski, A., Faregh, N., Temcheff, C., et al. (2013). Problem gambling in adolescents: An examination of the pathways model. Journal of Gambling Studies, 29, 575–588. https://doi.org/10.1007/s10899-012-9322-0
Gutiérrez-Zotes, J. A., Bayón, C., Montserrat, J., Valero, J., Labad, A., Cloninger, C. R., & Fernández-Aranda, F. (2004). Inventario del Temperamento y el Carácter-Revisado ( TCI-R ). Baremación y datos normativos en una muestra de población general. Actas Españolas De Psiquiatría, 32(1), 8–15.
Hollingshead, A. B. (2011). Four factor index of social status. Yale Journal of Sociology, 8, 21–51.
Ioannidis, K., Hook, R., Wickham, K., Grant, J. E., & Chamberlain, S. R. (2019). Impulsivity in gambling disorder and problem gambling: A meta-analysis. Neuropsychopharmacology, 44(8), 1354–1361. https://doi.org/10.1038/s41386-019-0393-9
Jiménez-Murcia, S., Stinchfield, R., Álvarez-Moya, E., Jaurrieta, N., Bueno, B., Granero, R., et al. (2009). Reliability, validity, and classification accuracy of a Spanish translation of a measure of DSM-IV diagnostic criteria for pathological gambling. Journal of Gambling Studies, 25(1), 93–104. https://doi.org/10.1007/s10899-008-9104-x
Johansson, A., Grant, J. E., & Won, E. S. (2009). Risk factors for problematic gambling : A critical literature review. Journal of Gambling Studies. https://doi.org/10.1007/s10899-008-9088-6
Kelley, K., & Preacher, K. J. (2012). On effect size. Psychological Methods, 17(2), 137–152. https://doi.org/10.1037/a0028086
Kessler, R. C., Adler, L., Ames, M., Demler, O., Faraone, S., Hiripi, E. V. A., & Ustun, T. B. (2005). The World Health Organization adult ADHD self-report scale (ASRS): A short screening scale for use in the general population. Psychological Medicine, 35(2), 245. https://doi.org/10.1017/S0033291704002892
Kline, R. B. (2005). Principles and practice of structural equation. Guilford Press.
Ladd, G. T., & Petry, N. M. (2002). Gender differences among pathological gamblers seeking treatment. Experimental and Clinical Psychopharmacology, 10(3), 302–309. https://doi.org/10.1037/1064-1297.10.3.302
Ledgerwood, D. M., & Petry, N. M. (2010). Subtyping pathological gamblers based on impulsivity, depression, and anxiety. Psychology of Addictive Behaviors, 24(4), 680–688. https://doi.org/10.1037/a0019906
Ledgerwood, D. M., Weinstock, J., Morasco, B. J., & Petry, N. M. (2007). Clinical features and treatment prognosis of pathological gamblers with and without recent gambling-related illegal behavior. The Journal of the American Academy of Psychiatry and the Law, 35(3), 294–301.
MacCallum, R. C., & Austin, J. T. (2000). Applications of structural equation modeling in psychological research. Annual Review of Psychology, 51(1), 201–226. https://doi.org/10.1146/annurev.psych.51.1.201
Mestre-Bach, G., Steward, T., Granero, R., Fernández-Aranda, F., Talón-Navarro, M. T., Cuquerella, À., Baño, M., et al. (2018a). Gambling and impulsivity traits: A recipe for criminal behavior? Frontiers in Psychiatry, 9, 6. https://doi.org/10.3389/fpsyt.2018.00006
Mestre-Bach, G., Steward, T., Granero, R., Fernández-Aranda, F., del Pino-Gutiérrez, A., Mallorquí-Bagué, N., et al. (2019a). The predictive capacity of DSM-5 symptom severity and impulsivity on response to cognitive-behavioral therapy for gambling disorder: A 2-year longitudinal study. European Psychiatry, 55, 67–73. https://doi.org/10.1016/j.eurpsy.2018.09.002
Mestre-Bach, G., Steward, T., Potenza, M. N., Granero, R., Fernández-Aranda, F., Mena-Moreno, T., et al. (2019b). The Role of ADHD Symptomatology and emotion dysregulation in gambling disorder. Journal of Attention Disorders. https://doi.org/10.1177/1087054719894378
Mestre-Bach, G., Granero, R., Vintró-Alcaraz, C., Juvé-Segura, G., Marimon-Escudero, M., Rivas-Pérez, S., et al. (2020a). Youth and gambling disorder: What about criminal behavior? Addictive Behaviors, 113, 306–4603. https://doi.org/10.1016/j.addbeh.2020.106684
Mestre-Bach, G., Steward, T., Granero, R., Fernández-Aranda, F., Talón-Navarro, M. T., Cuquerella, À., del Pino-Gutiérrez, A., et al. (2018b). Sociodemographic and psychopathological predictors of criminal behavior in women with gambling disorder. Addictive Behaviors, 80, 124–129. https://doi.org/10.1016/j.addbeh.2018.01.022
Mestre-Bach, G., Steward, T., Granero, R., Fernández-Aranda, F., Mena-Moreno, T., Vintró-Alcaraz, C., et al. (2020b). Dimensions of impulsivity in gambling disorder. Scientific Reports. https://doi.org/10.1038/s41598-019-57117-z
Mortel de Van, T. F. (2008). Faking it: Social desirability response bias in self-report research (health collection) - informit. Australian Journal of Advanced Nursing, 25(4), 40–48.
Peter, S. C., Whelan, J. P., Ginley, M. K., Pfund, R. A., Wilson, K. K., & Meyers, A. W. (2016). Disordered gamblers with and without ADHD: The role of coping in elevated psychological distress. International Gambling Studies, 16(3), 455–469. https://doi.org/10.1080/14459795.2016.1231211
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. https://doi.org/10.4088/JCP.v66n0504
Potenza, M. N., Steinberg, M. A., McLaughlin, S. D., Wu, R., Rounsaville, B. J., & O’Malley, S. S. (2000). Illegal behaviors in problem gambling: Analysis of data from a gambling helpline. Journal of the American Academy of Psychiatry and the Law., 28(4), 389–403.
Ramos-Quiroga, J. A., Daigre, C., Valero, S., Bosch, R., Gómez-Barros, N., Nogueira, M., et al. (2009). Validation of the Spanish version of the attention deficit hyperactivity disorder adult screening scale (ASRS v. 1.1): a novel scoring strategy. Revista De Neurologia, 48(9), 449–452. https://doi.org/10.33588/rn.4809.2008677
Reid, R. C., Campos, M., Selochan, N., & Fong, T. W. (2018). Characteristics of treatment seeking problem gamblers with adult ADHD. International Journal of Mental Health and Addiction, 18(4), 875–890. https://doi.org/10.1007/s11469-018-9986-5
Retz, W., Ringling, J., Retz-Junginger, P., Vogelgesang, M., & Rösler, M. (2016). Association of attention-deficit/hyperactivity disorder with gambling disorder. Journal of Neural Transmission, 123(8), 1013–1019. https://doi.org/10.1007/s00702-016-1566-x
Riser, R. E., & Kosson, D. S. (2013). Criminal behavior and cognitive processing in male offenders with antisocial personality disorder with and without comorbid psychopathy. Personality Disorders: Theory, Research, and Treatment, 4(4), 332–340. https://doi.org/10.1037/a0033303
Savolainen, J., Hurtig, T. M., Ebeling, H. E., Moilanen, I. K., Hughes, L. A., & Taanila, A. M. (2010). Attention deficit hyperactivity disorder (ADHD) and criminal behaviour: The role of adolescent marginalization. European Journal of Criminology, 7(6), 442–459. https://doi.org/10.1177/1477370810376568
Savvidou, L. G., Fagundo, A. B., Fernández-Aranda, F., Granero, R., Claes, L., Mallorquí-Baqué, N., et al. (2017). Is gambling disorder associated with impulsivity traits measured by the UPPS-P and is this association moderated by sex and age? Comprehensive Psychiatry, 72, 106–113. https://doi.org/10.1016/j.comppsych.2016.10.005
Schilling, C. M., Walsh, A., & Yun, I. (2011). ADHD and criminality: A primer on the genetic, neurobiological, evolutionary, and treatment literature for criminologists. Journal of Criminal Justice, 39(1), 3–11. https://doi.org/10.1016/j.jcrimjus.2010.11.001
StataCorp. (2019). Stata Statistical Software: Release 16. Station, TX: StataCorp LLC.
Steward, T., Mestre-Bach, G., Fernández-Aranda, F., Granero, R., Perales, J. C., Navas, J. F., et al. (2017). Delay discounting and impulsivity traits in young and older gambling disorder patients. Addictive Behaviors, 71, 96–103. https://doi.org/10.1016/j.addbeh.2017.03.001
Stinchfield, R. (2003). Reliability, validity, and classification accuracy of a measure of DSM-IV diagnostic criteria for pathological gambling. American Journal of Psychiatry, 160(1), 180–182. https://doi.org/10.1176/appi.ajp.160.1.180
Storebø, O. J., & Simonsen, E. (2016). The association between ADHD and antisocial personality disorder (ASPD): A review. Journal of Attention Disorders. https://doi.org/10.1177/1087054713512150
Strong, D. R., & Kahler, C. W. (2007). Evaluation of the continuum of gambling problems using the DSM-IV. Addiction, 102(5), 713–721. https://doi.org/10.1111/j.1360-0443.2007.01789.x
Theule, J., Hurl, K. E., Cheung, K., Ward, M., & Henrikson, B. (2019). Exploring the relationships between problem gambling and ADHD: A meta-analysis. Journal of Attention Disorders, 23(12), 1427–1437. https://doi.org/10.1177/1087054715626512
Verdejo-García, A., Lozano, Ó., Moya, M., Alcázar, M. Á., & Pérez-García, M. (2010). Psychometric properties of a Spanish version of the UPPS–P impulsive behavior scale: Reliability, validity and association with trait and cognitive impulsivity. Journal of Personality Assessment, 92(1), 70–77. https://doi.org/10.1080/00223890903382369
Whiteside, S. P., Lynam, D. R., Miller, J. D., & Reynolds, S. K. (2005). Validation of the UPPS impulsive behaviour scale: A four-factor model of impulsivity. European Journal of Personality, 19(7), 559–574. https://doi.org/10.1002/per.556
Widinghoff, C., Berge, J., Wallinius, M., Billstedt, E., Hofvander, B., & Håkansson, A. (2019). Gambling disorder in male violent offenders in the prison system: Psychiatric and substance-related comorbidity. Journal of Gambling Studies, 35(2), 485–500. https://doi.org/10.1007/s10899-018-9785-8
Winstanley, C. A., Eagle, D. M., & Robbins, T. W. (2006). Behavioral models of impulsivity in relation to ADHD: Translation between clinical and preclinical studies. Clinical Psychology Review, 26(4), 379–395. https://doi.org/10.1016/j.cpr.2006.01.001
Young, S. J., Adamou, M., Bolea, B., Gudjonsson, G., Müller, U., Pitts, M., et al. (2011). The identification and management of ADHD offenders within the criminal justice system: A consensus statement from the UK Adult ADHD Network and criminal justice agencies. BMC Psychiatry. https://doi.org/10.1186/1471-244X-11-32
Young, S., & Thome, J. (2011). ADHD and offenders. World Journal of Biological Psychiatry, 12, 124–128. https://doi.org/10.3109/15622975.2011.600319
Funding
Financial support was received through the Ministerio de Ciencia, Innovación y Universidades (Grant RTI2018-101837-B-100). FIS PI14/00290, FIS PI17/01167 received aid from the Ministerio de Sanidad, Servicios Sociales e Igualdad. The research was also funded by the Delegación del Gobierno para el Plan Nacional sobre Drogas (2017I067 and 2019I47); CIBER Fisiología Obesidad y Nutrición (CIBERobn) is an initiative of ISCIII. We thank CERCA Programme / Generalitat de Catalunya for institutional support. Fondo Europeo de Desarrollo Regional (FEDER) "Una manera de hacer Europa"/"A way to build Europe". CVA is supported by a predoctoral grant awarded by the Ministerio de Educación, Cultura y Deporte (FPU16/01453). GMB was supported by a postdoctoral grant of FUNCIVA.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
FFA received consultancy honoraria from Novo Nordisk and editorial honoraria as EIC from Wiley. The rest of the authors declare no conflict of interest. The funders had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript, or in the decision to publish the results.
Ethics approval
This study was done in compliance with the Helsinki Declaration of 1975 as revised in 1983, and the Committee of the institution involved in the project approved the study.
Consent to participate
Signed informed consent was obtained from all participants.
Consent for publication
Consent for publication of this article has been obtained from all authors.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary Information
Below is the link to the electronic supplementary material.
Rights and permissions
About this article
Cite this article
Vintró-Alcaraz, C., Mestre-Bach, G., Granero, R. et al. Identifying Associated Factors for Illegal Acts among Patients with Gambling Disorder and ADHD. J Gambl Stud 38, 1307–1321 (2022). https://doi.org/10.1007/s10899-021-10082-7
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10899-021-10082-7