Gambling and Social Cognition: a Systematic Review
Purpose of Review
The aim of this article was to review current research regarding social cognition (SC) in gambling disorder (GD), to (i) compile and synthetize the current state of existing literature on this topic, and (ii) propose cognitive remediation therapy approaches focused on SC for clinicians.
It is well known that disordered gamblers show impairment regarding non-social cognitive functions such as inhibition, attention, and decision-making. Furthermore, patients with substance use disorders also present certain deficits regarding social information processing which are difficult to differentiate from the intrinsic toxic effects linked to drugs or alcohol consumption.
To date, relatively little research has been undertaken to explore SC in gambling disorder (GD) with neuropsychological tasks. Preliminary results suggest impaired non-verbal emotion processing, but only one study has directly measured SC in GD. As a consequence, future research on this framework should propose diverse measures of SC, while controlling for other factors such as personality traits and subtypes of disordered gamblers.
KeywordsGambling disorder Social cognition Facial emotion processing, neuropsychology
Gambling disorder (GD), formerly known as “Pathological gambling” (PG) , has been newly classified in the DSM-5 in the “Substances-related and addictive behavior” section. This diagnostic classification defines GD as a loss of control over behavior and repetition of the problematic behavior despite its negative consequences on social, professional, or family spheres. The repetition may be to obtain pleasure, or to relieve an internal discomfort .
Comprehension of addiction phenomena traditionally relies on numerous risk factor models. Olievenstein’s model, for example, postulates that there are three types of risk factors that could trigger or maintain addiction: (1) the context (socio-demographical factors for example), (2) the addiction’s object (and its availability) and (3) the individual . Neurocognitive functioning is part of this third factor, and can be further subdivided into three components: (i) the impulsive system, which is an automatic system handling routine situations; (ii) the reflective system, which allows an individual to act and react appropriately to new situations and make complex decisions ; and (iii) the interoceptive system, which translates physical sensations into subjective information to provide information about risks or rewards in complex situations .
Regarding the reflective system more specifically, two ways of processing can be distinguished. On the one hand, the “cool executive functioning” is underlied by dorsolateral frontal networks and handles executive functions dealing with emotionally neutral information. On the other hand, the “hot” executive component is underpinned by the ventromedial prefrontal cortex (VMPFC) and paralimbic orbitomedial structures. This network is in charge of provoking bodily sensations based on experience from situations resembling the actual context, and on memory and knowledge, to give a global sensation that can then guide the decision-making process considering cognitive and emotional information [5, 6].
Addictive behavior is thus described as an imbalance of these systems, namely impulsive system hyperactivity and reflective system hypo-activity, while the interoceptive system would be impaired as well by redirecting resources from the reflective system to the impulsive system, leading to a control deficit and thus increasing allocation of resources to gambling .
Non-exhaustive list of social cognition (SC) components and their possible assessment
Tools that can assess them
Non Verbal Emotion processing
Ability to perceive and identify emotion in others, and to react and feel appropriately 
Florida Affect Battery (FAB) 
Emotion Evaluation Test (EET) (in The Awareness of Social Inference Test, TASIT )
Ability to feel/share (affective component) and understand (cognitive component) emotions of others, and ourselves (self-awareness).
IRI questionnaire (Interpersonal Reactivity Index): self-report questionnaire exploring four dimensions:
• Fantasy (FT) which assesses the capacity to imagine oneself into fictional scenes or characters,
• Perspective-Taking (PT) which assesses the ability to understand the point of view of someone else,
• Empathic Concern (EC) which evaluates the capacity to resent concern and compassion toward others,
LEAS (Levels of Emotional Awareness) (self-awareness) 
Theory of Mind (ToM)
Capacity to attribute mental states in order to understand and predict behavior (ours and others’)
Reading the mind in the eyes test 
Strange stories 
T.h.o.m.a.s (Theory of mind assessment Scale) 
Concept that links emotional and social competencies, by regrouping all abilities that allow an individual to process and understand their own and others’ emotions. It allows to develop relationships by understanding others and acting appropriately [40, 41]
EQI (Emotional Quotient Inventory): 133 items self-report questionnaire. One scale particularly refers to SC, the Interpersonal scale, which includes: empathy, social responsibility and interpersonal relationship. The three other scales refer to interpersonal level, stress management, adaptability and general mood 
Previous research has shown that individuals with subclinical forms of pathological gambling (i.e., those who gambled and met 2–3 criteria of the DSM-IV) scored lower than controls on a psychosocial functioning scale . Nevertheless, the relationship between GD, social functioning and SC is still unclear. SC is a factor that could trigger, maintain or cause relapse of the GD. The aim of this article was to review recent research on SC and GD, based on a systematic review investigating the link between SC abilities and disordered gambling using a direct neuropsychological measure of SC. The objectives were to (i) characterize SC deficits linked to non-substance addiction, and synthetize the current state of existing literature on this topic and (ii) further understand the profile of individuals with GD, which could also hopefully provide guidance regarding cognitive remediation therapies focused on SC for health care professionals.
The research strategy follows instructions of the Reporting Items for Systematic Review and Meta-Analyses (PRISMA) statement .
Key words used for the electronic search
Key words used
Social information processing
Theory of mind
All articles dealing with SC explored with direct neuropsychological measures and with a link with GD were included. There was no exclusion criterion in regard to participants assessed to screen the largest number of articles possible, especially given the recent interest in SC for GD and the relatively few articles published .
Study Selection and Data Extraction
Abstracts (n = 305) and full-texts (n = 17) excluded with reasons
Reasons of exclusion of abstracts (n = 305)
Number of articles excluded
The research assesses cognition without social aspect
The article focuses on epidemiology
The research does not focus on GD
The research does not use a direct neuropsychological measure of SC
The article presents a theoretical model
The article presents therapy interventions
The research focuses on social support and social environment
The year of the publication was before 2013
Reasons of exclusion of full-texts (n = 17)
The research assesses cognition without social aspect
The research does not use a direct neuropsychological measure of SC
The article presents a theoretical model
The only article selected was focused on non-verbal emotion processing and included outpatients seeking treatment for pathological gambling at the Brugman University Hospital . Diagnosis of pathological gambling was made based on DSM-IV criteria (score from 0 to 10, 5 criteria have to be present to be diagnosed), and patients were excluded if they had a history of psychiatric disorders. The Pathological Gambling group (PG) was composed of 22 male participants. The mean score on the DSM-IV scale also assessed the severity of PG (mean = 7.73, ± 1.52). A control group of 22 males consisted of healthy participants matched on age and education level (C).
Non-verbal Emotion Assessment
The study by Kornreich et al.  highlighted the deficits in emotion recognition in individuals with PG, using the same methodology as those for substance-related addictions . Indeed, emotion processing was assessed using an experimental task on three modalities: musical, vocal, and facial. Regarding music modality, 56 piano excerpts were presented to participants (14 of each emotion for happiness, sadness, threat, and peacefulness). They had to judge the intensity of each emotion on a scale from 0 to 9. Concerning facial modality, stimuli consisted of 25 faces presented during 0.5 s and expressing 4 emotions (happiness, sadness, fear, and anger) and a neutral condition. Participants also had to rate the intensity of the four emotions for each picture on a scale from 0 to 9. Finally, regarding vocal modality, 35 affective non-verbal burst excerpts were used , 5 for each emotion (anger, happiness, surprise, disgust, sadness) and a neutral condition. Once again, participants had to rate the intensity of each of the 5 emotions on a scale from 0 to 9.
Outcomes consisted of the identification of the correct emotion, i.e., accuracy: if the emotion that was rated with the highest score was the one really depicted, then the response was scored correct. Regarding neutral stimuli, a response was correct if all emotions were scored as absent or of the same intensity. Intensity scores of each response were also recorded.
Regarding musical modality, accuracy was not significantly different between groups, overall and per emotion. The intensity rating only differed for the assessment of peacefulness, which was underestimated by the PG group. Regarding the vocal modality, the PG group was significantly less accurate in identifying the targeted emotion compared with controls, including the detection of neutral emotions. The intensity rating was only different for neutral conditions, with an overestimation of intensity in this modality. Finally, concerning facial modality, PG was significantly less accurate in identifying the targeted emotion, without any specific significant difference between emotions. The intensity rating was only different for the neutral condition in which PG significantly overestimated the intensity compared with controls.
Discussion and Limitations
This research highlighted the alteration of non-verbal emotion processing in pathological gamblers, which suggests impaired capacities for processing social cues. Pathological gamblers specifically presented difficulties in processing neutral cues. This profile has also been found in alcohol-dependent populations, suggesting either common deficits in processing social cues or attentional deficits known to be present in both populations [57, 59]. Such difficulties in processing social cues could lead to social difficulties in daily life, although these were not assessed in the Kornreich study. Moreover, this research did not link the performance in emotion processing with personality traits that have been linked to SC, such as alexithymia. Indeed, this personality dimension has been found to be higher for a large percent of gamblers  and could impact SC performance [59, 61]. Furthermore, because no women were assessed in this study, these results cannot be generalized for the GD population as a whole.
SC and GD Research
Only one study was identified as assessing SC in GD, using direct neuropsychological measures. This study  made direct observations of the social capacities of pathological gamblers concerning emotions processing. This research brings emotion recognition deficits to light regarding three different natures of emotional stimuli (faces, voices and music). Nevertheless, no link was made with personality traits, specifically alexithymia, which is known to impact facial emotion recognition [61, 62], neither with social functioning in daily life. Moreover, the sample only included males, making it difficult to generalize these results.
This study highlighted specific deficits in an addiction group of patients despite the absence of substance abuse. These findings support the idea that social cognitive impairment could be linked to addiction per se and may exist before the onset of gambling [3, 5], and not only be linked to the intrinsic neurotoxic effects of substances, even though many studies are required to confirm and extend these results.
Other Components of SC
Given that social functioning involves a large panel of abilities, it is also interesting to explore what have been done regarding the other components of SC, which have been assessed with self-reported measures (i.e., were not included in the systematic review).
Using the Emotional Quotient Inventory , two studies have shown a link between scores on the interpersonal scale and SOGS (South Oaks Gambling Screen ) scores in a population of non-problematic poker players  and a population of special needs students . Those articles suggested that poor quality of interpersonal relationships may be found in populations of non-problematic gamblers, without the possibility of concluding the direction of the link of causality.
The IRI questionnaire  has been used in a population of outpatients seeking treatment for GD. The results show that compared with a control group, the GD group showed lower global scores and scores significantly lower on the perspective taking (PT) and fantasy (F) scales and higher on the personal distress (PD) scale . This research seems to imply that the ability to infer and understand emotions in oneself and others may be altered in the GD population.
Theory of Mind
To our knowledge, no research has explored ToM competencies in GD. Nevertheless, it has been shown that people with alcohol use disorder present altered ToM abilities  and, more precisely, specific difficulties regarding affective ToM, while cognitive ToM abilities would be preserved . Nevertheless, it is still unknown whether these deficits are linked to the consumption of neurotoxic substances or to addictive behavior.
Factors That Could Impact SC Assessment
Alexithymia is a personality trait describing the tendency to have difficulties in processing emotions [71, 72]. It is not a social cognitive function per se, but its level seems to impact the social functioning of the individuals, as well as their ability to identify emotional facial expressions . Therefore, it must be taken into account when social perception is assessed.
Gender and Social Cognitive Measurement
The study reviewed did not assess women, making the generalization of results difficult. Nevertheless, the incidence of women as pathological gamblers is lower than men, which could explain imbalanced groups and difficulties in comparing gender-stratified samples , especially with low sample sizes. Regarding other social cognitive components, empathy appears to be higher in females than males , and women tend to have higher scores on the EQ-I than men . Parker et al.  measured gender effects and confirmed this gender difference on the EQ-I YV in a clinical population of adolescents. Thus, gender needs to be assessed and taken into account when measuring SC performance.
Summary of SC Assessment in GD and Perspectives for Future Research
Taken together, these studies may imply a global alteration of social cognitive abilities in the GD population, going from a perceptual level (difficulties in identifying emotional cues and one’s own emotions) to the altered quality of interpersonal relationships.
Nevertheless, future studies using neuropsychological tasks may also need to take into account some specificity linked to the study of SC, such as the impact of personality traits or gender. It is also important to assess global intellectual functioning to control the impact of attention or executive deficits on SC performance . It will also be essential to take into account the impact of GD severity, duration of gambling and other comorbidities, as these are known to influence SC performance in patients with substance use disorders .
To conclude, this research suggested the presence of SC deficits in an addictive disorder without the use of psychoactive substances, which may imply that such SC deficits are independent of intrinsic toxic effects of substance. However, it is still unclear whether these deficits pre-exist or appear after the onset of gambling. Only longitudinal studies would clarify this question and confirm whether cognitive performance does or does not decline with gambling practice. Eventually, further original research is needed to better understand SC in GD and to improve the understanding of the concept of addiction and to encourage the inclusion of social cognitive therapies in existing programs.
Clinical Implications: Cognitive Remediation Therapy and SC
Cognitive remediation is a therapy program aimed at improving cognitive functioning by training existing abilities or work on the application of novel cognitive strategies to generalize improvements to daily life . This type of program is mainly proposed to improve cool functioning in diverse pathologies such as schizophrenia , anorexia nervosa , or traumatic brain injury . Nevertheless, social cognitive training has also been developed to address SC deficits to enhance several aspects of SC by practicing and applying exercises to daily life . Several programs have been proposed, such as the RC2S (Cognitive Remediation of Social Cognition in Schizophrenia)  for patients with schizophrenia, the SCIT (Social Cognition and Interaction Training)  for schizophrenic  or bipolar patients , or the CREST (Cognitive Remediation and Emotion Skills Training) for anorexic patients . Overall, it seems that social cognitive therapy improves social functioning [81, 87], neuropsychological tasks’ performances assessing SC (emotion processing, ToM abilities) [81, 85, 87], as well as self-reported measures of alexithymia and anhedonia . Regarding substance use disorder, existing programs target mainly cool functioning [88, 89], as is the case for gaming disorder or GD, for which existing computerized cognitive remediation programs focus on cognitive bias toward the object of addiction [90, 91]. However, to our knowledge, no attempt at social cognitive therapy has been made to improve SC in GD patients. Nevertheless, it seems now important to add cognitive therapy that links cold and hot functioning as a complement to existing therapies [92, 93, 94]. Thus, the creation of this type of cognitive therapy focused on both neurocognition and SC could improve global cognitive functioning and social functioning, which may participate in the maintenance of abstinence.
Only one published study has investigated SC with neuropsychological measures in pathological gamblers. Preliminary results are promising and tend to highlight a social cognitive impairment. However, more studies are needed to confirm and extend these results and to control certain factors, such as personality traits and gender. This is an important new avenue of research that may allow better characterization of the social cognitive profiles of gamblers and bolster the current literature. Furthermore, if studies confirm specific deficits of SC in GD, this may give alternative leads for social cognitive remediation therapies to integrate this solution with already known programs.
Compliance with Ethical Standards
Conflict of Interest
Elodie Hurel, Nicolas Bukowski, and Emeline Eyzop declare that they have no conflict of interest. Marie Grall-Bronnec and Gaëlle Challet-Bouju declare that the endowment funds of the Nantes University Hospital have received funding from gambling industry (FDJ and PMU) in the form of a philanthropic sponsorship (donations that do not assign purpose of use). FDJ and PMU did not exert any editorial influence over this article.
Human and Animal Rights and Informed Consent
This article does not contain any studies with human or animal subjects performed by any of the authors.
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