Monetary delay discounting in gambling and cocaine dependence with personality comorbidities
Introduction
The fifth edition of the Diagnostic and Statistical Manual of Mental Disorders (DSM-5) groups substance use and gambling disorders within the substance-related and addictive disorder category (American Psychiatric Association, 2013). The re-labeling of gambling (previously within the impulse control disorder category) as a behavioral addiction has built on empirical evidence showing that (i) substance use and gambling disorders have overlapping impulsivity features (Robbins et al., 2012, Verdejo-Garcia et al., 2008), and (ii) impulsivity is essential to characterize core aspects of addictive disorders, such as hypersensitivity to immediate rewards and subsequent neglect of long-term negative consequences (Bechara, 2005).
These aspects have been elegantly modeled by delay discounting monetary choice questionnaires (e.g., “Would you prefer $15 today or $35 in 13 days?”), which index the reduction in the current value of a future reward as the delay to that reward increases (Kirby, Petry, & Bickel, 1999). Steeper delay discounting, reflective of higher impulsivity, has been consistently demonstrated in gambling populations compared to healthy controls (Brevers et al., 2012, Dixon et al., 2003, Petry, 2001). However, few studies have contrasted delay discounting rates in gambling vs. other addictive disorders (Albein-Urios, Martinez-Gonzalez, Lozano, Clark, & Verdejo-Garcia, 2012). In the case of substance using populations, studies have demonstrated steeper delay discounting in cocaine users compared to heroin and alcohol users (Bornovalova et al., 2005, Kirby and Petry, 2004). Moreover, at difference with other substance using populations, steeper discounting rates are stable in cocaine users during drug abstinence (Kirby & Petry, 2004); hence, cocaine use related delay discounting impulsivity cannot be exclusively attributed to the pharmacological effects of the drug.
Collectively, the available evidence supports the notion that steeper delay discounting is a shared behavioral marker of cocaine use and gambling disorders (Bickel, Koffarnus, Moody, & Wilson, 2014). Notwithstanding this overlap, there is ongoing interest in contrasting delay discounting impulsivity between different addictive groups, mainly because a more precise understanding of how this marker relates to specific characteristics of each addiction may ultimately facilitate treatment development (Leeman & Potenza, 2012). For example, in the case of gambling, there is direct convergence of the task reinforcer (money) and the addictive cue (Limbrick-Oldfield, Clark, & van Holst, 2013). This convergence may render individuals with gambling disorder more sensitive to the appeal of immediate monetary choices. Conversely, in the case of cocaine users, delay discounting choices seem to be more influenced by stable characteristics than by specific addictive cues or drug effects (Bornovalova et al., 2005). In fitting with this notion, previous studies have demonstrated that substance using groups (including cocaine users) with comorbid personality disorders (i.e., antisocial, borderline) have steeper discounting rates than comparison groups without dual diagnoses (Coffey et al., 2011, Petry, 2002). Furthermore, dysfunctional beliefs associated with personality disorders (e.g., “I am needy and weak”) may boost the value of immediate rewards via utility-maximizing or negative reinforcement mechanisms (Callan et al., 2011, McGuire and Kable, 2013).
The main aim of this study was to compare monetary delay discounting rates between a healthy control group and three groups of individuals with addictive disorders: a group of individuals with gambling disorders, a group of individuals with cocaine use and personality disorders (diagnoses pertaining to Cluster B and Cluster C), and a group of individuals with cocaine use disorder (without other comorbidities). We also examined the association between a continuous measure of dysfunctional personality beliefs and delay discounting rates within each group. We predicted that (i) delay discounting rates would be steeper in individuals with gambling disorders and in individuals with cocaine use and personality disorders compared to controls and cocaine users without personality comorbidities, and (ii) higher degree of dysfunctional beliefs, especially those associated with perceived need (e.g., borderline or dependent personality beliefs), would be positively correlated with discounting rates.
Section snippets
Participants
The sample partially overlaps with the one described in previous studies of the COPERNICO project (e.g., Albein-Urios, Martinez-Gonzalez, Lozano, Moreno-López, et al., 2013, Albein-Urios, Martinez-Gonzalez, Lozano and Verdejo-Garcia, 2013, Albein-Urios et al., 2012) but here we report for the first time the results from the monetary choice delay discounting measure in the whole sample. The sample consisted of 47 individuals with cocaine dependence and comorbid personality disorders (15
Total AUC and k parameter scores
Mean and standard deviations (SD) for total AUC scores were as follows: gambling, M = 0.34 (SD = 0.18); cocaine with personality comorbidities, M = 0.45 (SD = 0.2); cocaine without personality comorbidities, M = 0.47 (SD = 0.24); and controls, M = 0.57 (SD = 0.26).We found significant differences between the four groups (K–W = 13.5, p = 0.004). This effect was mainly driven by significant differences between gamblers and controls (M–W = 260.5, p = 0.001; d = 1).
Mean and SDs for total k scores were as follows: gambling, M
Discussion
In agreement with the initial hypotheses, we showed that individuals with pathological gambling (i.e., now gambling disorder) exhibit more impulsive monetary delay discounting than healthy controls. Moreover, we found that dysfunctional “dependent” beliefs correlated with more impulsive discounting among individuals with cocaine use and comorbid Cluster B personality disorders. However, in disagreement with the initial hypotheses, individuals with cocaine use and comorbid personality disorders
Conclusions
Individuals with pathological gambling have steeper delay discounting of monetary choices than healthy controls, which was not observed in cocaine users with or without personality disorders. In the case of cocaine users with Cluster B personality disorders, discounting rates correlate with severity of “dependent” dysfunctional beliefs, but not with severity of cocaine use.
Role of funding source
This study has been funded by the grant COPERNICO (2009/052) from the Drug Abuse Plan (Plan Nacional sobre Drogas Convocatoria 2009) and by the RETICS (RD12/0028/0017) Program (“Red de Trastornos Adictivos”, Instituto de Salud Carlos III), both from the Spanish Ministry of Health.
Contributors
A. Verdejo-García, J.M. González-Martínez and Óscar Lozano designed the study. Óscar Lozano performed the statistical analyses. N. Albein-Urios performed clinical and neuropsychological assessments and wrote-up a first draft of the Manuscript. All authors contributed to the final version of the manuscript.
Conflict of interest
The authors declare that there are no conflicts of interest.
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