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Bollen Z, Field M, Billaux P, Maurage P. Attentional bias in alcohol drinkers: A systematic review of its link with consumption variables. Neurosci Biobehav Rev 2022; 139:104703. [PMID: 35643118 DOI: 10.1016/j.neubiorev.2022.104703] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2021] [Revised: 03/29/2022] [Accepted: 05/14/2022] [Indexed: 12/01/2022]
Abstract
In severe alcohol use disorder (SAUD), attentional bias refers to the preferential allocation of attentional resources toward alcohol-related cues. Dominant models consider that this bias plays a key role in the emergence and maintenance of SAUD. We evaluate the available experimental support for this assumption through a systematic literature review, providing a critical synthesis of studies exploring the links between alcohol consumption and attentional bias. Using PRISMA guidelines, we explored three databases (PsycINFO, PubMed, Scopus) and extracted 95 papers. We assessed their methodological quality and categorized them based on the population targeted, namely patients with SAUD or subclinical populations with various drinking patterns. We also classified papers according to the measures used (i.e., behavioral or eye-tracking measures). Overall, subclinical populations present an alcohol-related bias, but many studies in SAUD did not find such bias, nor approach/avoidance patterns. Moreover, attentional bias fluctuates alongside motivational states rather than according to alcohol use severity, which questions its stability. We provide recommendations to develop further theoretical knowledge and overcome methodological shortcomings.
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Affiliation(s)
- Zoé Bollen
- Louvain Experimental Psychopathology Research Group (LEP), Psychological Science Research Institute, Université catholique de Louvain, Louvain-la-Neuve, Belgium
| | - Matt Field
- Department of Psychology, University of Sheffield, Sheffield, United Kingdom
| | - Pauline Billaux
- Institute of Psychology, University of Lausanne, Lausanne, Switzerland
| | - Pierre Maurage
- Louvain Experimental Psychopathology Research Group (LEP), Psychological Science Research Institute, Université catholique de Louvain, Louvain-la-Neuve, Belgium.
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Maurage P, Bollen Z, Masson N, D'Hondt F. Eye Tracking Studies Exploring Cognitive and Affective Processes among Alcohol Drinkers: a Systematic Review and Perspectives. Neuropsychol Rev 2020; 31:167-201. [PMID: 33099714 DOI: 10.1007/s11065-020-09458-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2019] [Accepted: 09/23/2020] [Indexed: 11/28/2022]
Abstract
Acute alcohol intoxication and alcohol use disorders are characterized by a wide range of psychological and cerebral impairments, which have been widely explored using neuropsychological and neuroscientific techniques. Eye tracking has recently emerged as an innovative tool to renew this exploration, as eye movements offer complementary information on the processes underlying perceptive, attentional, memory or executive abilities. Building on this, the present systematic and critical literature review provides a comprehensive overview of eye tracking studies exploring cognitive and affective processes among alcohol drinkers. Using PRISMA guidelines, 36 papers that measured eye movements among alcohol drinkers were extracted from three databases (PsycINFO, PubMed, Scopus). They were assessed for methodological quality using a standardized procedure, and categorized based on the main cognitive function measured, namely perceptive abilities, attentional bias, executive function, emotion and prevention/intervention. Eye tracking indexes showed that alcohol-related disorders are related to: (1) a stable pattern of basic eye movement impairments, particularly during alcohol intoxication; (2) a robust attentional bias, indexed by increased dwell times for alcohol-related stimuli; (3) a reduced inhibitory control on saccadic movements; (4) an increased pupillary reactivity to visual stimuli, regardless of their emotional content; (5) a limited visual attention to prevention messages. Perspectives for future research are proposed, notably encouraging the exploration of eye movements in severe alcohol use disorders and the establishment of methodological gold standards for eye tracking measures in this field.
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Affiliation(s)
- Pierre Maurage
- Louvain Experimental Psychopathology research group (LEP), Psychological Sciences Research Institute, UCLouvain, Louvain-la-Neuve, Belgium.
| | - Zoé Bollen
- Louvain Experimental Psychopathology research group (LEP), Psychological Sciences Research Institute, UCLouvain, Louvain-la-Neuve, Belgium
| | - Nicolas Masson
- Numerical Cognition Group, Psychological Sciences Research Institute and Neuroscience Institute, UCLouvain, Louvain-la-Neuve, Belgium.,Institute of Cognitive Science and Assessment (COSA), Department of Behavioural and Cognitive Sciences (DBCS), Faculty of Humanities, Education and Social Sciences (FHSE), University of Luxembourg, Luxembourg, Luxembourg
| | - Fabien D'Hondt
- Univ. Lille, Inserm, CHU Lille, U1172 - LilNCog - Lille Neuroscience & Cognition, Université de Lille, Lille, France.,Centre National de Ressources et de Résilience (CN2R), Lille, France
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Fricke K, Vogel S. How interindividual differences shape approach-avoidance behavior: Relating self-report and diagnostic measures of interindividual differences to behavioral measurements of approach and avoidance. Neurosci Biobehav Rev 2020; 111:30-56. [PMID: 31954150 DOI: 10.1016/j.neubiorev.2020.01.008] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2019] [Revised: 01/03/2020] [Accepted: 01/06/2020] [Indexed: 02/03/2023]
Abstract
Responding to stimuli in ambiguous environments is partially governed by approach-avoidance tendencies. Imbalances in these approach-avoidance behaviors are implicated in many mental disorders including anxiety disorders, phobias and substance use disorders. While factors biasing human behavior in approach-avoidance conflicts have been researched in numerous experiments, a much-needed comprehensive overview integrating those findings is missing. Here, we systematically searched the existing literature on individual differences in task-based approach-avoidance behavior and aggregated the current evidence for the effect of self-reported approach/avoidance traits, anxiety and anxiety disorders, specific phobias, depression, aggression, anger and psychopathy, substance use and related disorders, eating disorders and habits, trauma, acute stress and, finally, hormone levels (mainly testosterone, oxytocin). We highlight consistent findings, underrepresented research areas and unexpected results, and detail the amount of controversy between studies. We discuss potential reasons for ambiguous results in some research areas, offer practical advice for future studies and highlight potential variables such as task-related researcher decisions that may influence how interindividual differences and disorders drive automatic approach-avoidance biases in behavioral experiments.
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Affiliation(s)
- Kim Fricke
- Department of Psychology, Medical School Hamburg, Am Kaiserkai 1, 20457, Hamburg, Germany.
| | - Susanne Vogel
- Department of Psychology, Medical School Hamburg, Am Kaiserkai 1, 20457, Hamburg, Germany
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Loijen A, Vrijsen JN, Egger JI, Becker ES, Rinck M. Biased approach-avoidance tendencies in psychopathology: A systematic review of their assessment and modification. Clin Psychol Rev 2020; 77:101825. [DOI: 10.1016/j.cpr.2020.101825] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2019] [Revised: 01/21/2020] [Accepted: 01/22/2020] [Indexed: 01/18/2023]
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Swerts C, Vandevelde S, VanDerNagel JEL, Vanderplasschen W, Claes C, De Maeyer J. Substance use among individuals with intellectual disabilities living independently in Flanders. RESEARCH IN DEVELOPMENTAL DISABILITIES 2017; 63:107-117. [PMID: 27061044 DOI: 10.1016/j.ridd.2016.03.019] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/04/2015] [Revised: 03/29/2016] [Accepted: 03/30/2016] [Indexed: 06/05/2023]
Abstract
BACKGROUND Over the past decades, there has been increased scientific and clinical interest in substance use among individuals with intellectual disabilities (ID). Despite raised interest and awareness in the topic, lack of supportive data on prevalence and risk factors highlights the need for ongoing research. The aims of this cross-sectional multicenter study were to examine the nature and extent of substance use in individuals with ID living independently, to investigate group differences in substance use and related problems, and to explore the role of substance-related knowledge and attitudes in substance use behaviors. METHOD Participants were 123 individuals with mild to moderate ID receiving support from independent living services. Data were gathered by means of a structured interview strategy (i.e. the Substance Use and Misuse in Intellectual Disability-Questionnaire; SumID-Q). RESULTS Findings revealed that rates of lifetime use of licit and illicit substances were higher than those found in earlier studies among individuals with ID and the general population. While cannabis use was the only illicit substance reported, current tobacco and alcohol use were shown to be highly prevalent (48%-45.5%). Rates for the latter were similar to earlier studies among community samples of individuals with ID. In contrast to our hypotheses, few group differences in substance use behaviors were observed. Male gender was associated with age of onset of alcohol and tobacco use and tobacco use-related problems, while younger age was found to be associated with lifetime use of cannabis. No evidence was found regarding the role of knowledge; however, smokers and alcohol users rated tobacco and alcohol use more positively. CONCLUSION This study demonstrated that individuals with ID living independently use a wide range of licit and illicit substances and present divergent levels and patterns of substance use. Notwithstanding the role of personal choice in substance use, more research is needed to better understand the nature and extent of substance use and related problems, as well as the role of substance-related knowledge and attitudes in individuals with ID.
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Affiliation(s)
- Chris Swerts
- University College Ghent, Faculty of Education, Health and Social Work, Department of Orthopedagogy-Special Education, Centre of Expertise E-QUAL, Valentin Vaerwyckweg 1, 9000 Ghent, Belgium.
| | - Stijn Vandevelde
- Ghent University, Department of Special Needs Education, Henri Dunantlaan 2, 9000 Ghent, Belgium
| | - Joanneke E L VanDerNagel
- Tactus Addiction Treatment, Raiffeisenstraat 75, 7514 AM Enschede, The Netherlands; Nijmegen Institute for Scientist-Practitioners in Addiction, Radboud University Nijmegen, P.O. Box 6909, 6503 GK Nijmegen, The Netherlands; Aveleijn, Grotestraat 260, 7622 GW Borne, The Netherlands
| | - Wouter Vanderplasschen
- Ghent University, Department of Special Needs Education, Henri Dunantlaan 2, 9000 Ghent, Belgium
| | - Claudia Claes
- University College Ghent, Faculty of Education, Health and Social Work, Department of Orthopedagogy-Special Education, Centre of Expertise E-QUAL, Valentin Vaerwyckweg 1, 9000 Ghent, Belgium; Ghent University, Department of Special Needs Education, Henri Dunantlaan 2, 9000 Ghent, Belgium
| | - Jessica De Maeyer
- University College Ghent, Faculty of Education, Health and Social Work, Department of Orthopedagogy-Special Education, Centre of Expertise E-QUAL, Valentin Vaerwyckweg 1, 9000 Ghent, Belgium
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van Duijvenbode N, Didden R, Korzilius HPLM, Engels RCME. Attentional bias in problematic drinkers with and without mild to borderline intellectual disability. JOURNAL OF INTELLECTUAL DISABILITY RESEARCH : JIDR 2017; 61:255-265. [PMID: 27585827 DOI: 10.1111/jir.12335] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/12/2015] [Revised: 07/27/2016] [Accepted: 08/10/2016] [Indexed: 06/06/2023]
Abstract
BACKGROUND Problematic drinkers favour the processing of alcohol-related stimuli at the cost of other stimuli and also find it difficult to disengage their attention from these stimuli. This is indicative of an attentional bias towards alcohol. The goal of this study was to examine this bias in problematic drinkers with and without mild to borderline intellectual disability (MBID) using both eye tracking methodology and behavioural data (i.e. reaction time (RT) data). METHOD Participants (N = 133) were divided into four groups based on (estimated) full scale intelligence quotient (IQ) and severity of alcohol use-related problems. The severity of substance use-related problems was assessed with the Alcohol Use Disorder Identification Test (AUDIT). The visual dot probe task was used to measure the attentional bias. We analysed both eye tracking data and behavioural data (i.e. RT data) of the visual dot probe task. RESULTS Problematic drinkers were not more likely than light drinkers to direct their attention towards pictures of alcoholic beverages, did not look at these pictures longer than light drinkers and did also not respond faster than light drinkers to probes replacing pictures of alcoholic beverages. However, the strength of the attentional bias varied profusely. CONCLUSION Taking the large variability in the strength of the attentional bias and the poor psychometric qualities of the measures into consideration, it is concluded that the use of these measures for clinical purposes is discouraged.
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Affiliation(s)
- N van Duijvenbode
- Radboud University, Behavioural Science Institute, Nijmegen, The Netherlands
| | - R Didden
- Radboud University, Behavioural Science Institute, Nijmegen, The Netherlands
- Trajectum, Zwolle, The Netherlands
| | - H P L M Korzilius
- Radboud University, Institute for Management Research, Nijmegen, The Netherlands
| | - R C M E Engels
- Trimbos Institute, Utrecht, The Netherlands
- Utrecht University, Faculty of Social Sciences, Utrecht, The Netherlands
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van Duijvenbode N, Didden R, Korzilius HPLM, Engels RCME. The Role of Executive Control and Readiness to Change in Problematic Drinkers with Mild to Borderline Intellectual Disability. JOURNAL OF APPLIED RESEARCH IN INTELLECTUAL DISABILITIES 2016; 30:885-897. [PMID: 27457240 DOI: 10.1111/jar.12280] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/17/2016] [Indexed: 11/29/2022]
Abstract
BACKGROUND Problematic alcohol use is associated with neuropsychological consequences, including cognitive biases. The goal of the study was to explore the moderating role of executive control and readiness to change on the relationship between alcohol use and cognitive biases in light and problematic drinkers with and without mild to borderline intellectual disability (MBID). METHOD Participants (N = 112) performed the visual dot probe task to measure the strength of the cognitive biases. Executive control was measured using two computerised tasks for working memory capacity (Corsi block-tapping task) and inhibitory control (Go/No-go task). Readiness to change was measured using the Readiness to Change Questionnaire. RESULTS No cognitive biases or executive dysfunctions were found in problematic drinkers. Working memory capacity and inhibitory control were impaired among individuals with MBID, irrespective of severity of alcohol use-related problems. Executive control and readiness to change did not moderate the relationship between alcohol use and cognitive biases. CONCLUSION The results fail to support the dual-process models of addiction, but results need to be treated with caution given the problematic psychometric qualities of the visual dot probe task. Implementing a neurocognitive assessment and protocols in the treatment of substance use disorders seems premature.
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Affiliation(s)
| | - Robert Didden
- Behavioural Science Institute, Radboud University, Nijmegen, The Netherlands.,Trajectum, Zwolle, The Netherlands
| | | | - Rutger C M E Engels
- Faculty of Social Sciences, Utrecht University and Trimbos Institute, Utrecht, The Netherlands
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Van Duijvenbode N, Didden R, Korzilius HPLM, Engels RCME. The addicted brain: cognitive biases in problematic drinkers with mild to borderline intellectual disability. JOURNAL OF INTELLECTUAL DISABILITY RESEARCH : JIDR 2016; 60:242-253. [PMID: 26667160 DOI: 10.1111/jir.12244] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/23/2015] [Revised: 09/25/2015] [Accepted: 10/07/2015] [Indexed: 06/05/2023]
Abstract
BACKGROUND Substance use disorders (SUD) are associated with several neurobiological disruptions, including biases in attention and approach/avoidance behaviour. The aims of this study were to compare the strength of cognitive biases between light and problematic drinkers, to explore the role of IQ on the cognitive biases and to study the psychometric qualities of the measures. METHOD Participants (N = 130) were divided into four groups based on IQ and severity of alcohol use-related problems: light (n = 28) and problematic drinkers (n = 25) with (sub)average IQ and light (n = 33) and problematic drinkers (n = 44) with mild to borderline intellectual disability (MBID). All participants performed the visual dot probe task and the approach avoidance task to measure the strength of cognitive biases. RESULTS In contrast with the hypothesis, no cognitive biases were found in problematic drinkers. Full scale IQ nor level of craving influenced the strength of the cognitive biases in light and problematic drinkers, although IQ did influence task performance (i.e. large intra-individual, trial-to-trial variation in reaction time). The internal consistency of the visual dot probe task was good, whereas the internal consistency of the approach avoidance task was poor. CONCLUSION Cognitive biases seem to vary within the group of problematic drinkers as a whole. The psychometric qualities of the measures are problematic, especially in relation to the intra-individual variability in reaction time found in participants with MBID. Until the implications of this variability on the validity of implicit measures and establishing bias scores are more clear, the use of these measures in individuals with MBID calls for scrutiny.
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Affiliation(s)
- N Van Duijvenbode
- Radboud University Nijmegen, Behavioural Science Institute, Nijmegen, The Netherlands
| | - R Didden
- Radboud University Nijmegen, Behavioural Science Institute, Nijmegen, The Netherlands
- Trajectum, Zwolle, The Netherlands
| | - H P L M Korzilius
- Radboud University Nijmegen, Institute for Management Research, Nijmegen, The Netherlands
| | - R C M E Engels
- Radboud University Nijmegen, Behavioural Science Institute, Nijmegen, The Netherlands
- Trimbos Institute, Utrecht, The Netherlands
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van Duijvenbode N, VanDerNagel JEL, Didden R, Engels RCME, Buitelaar JK, Kiewik M, de Jong CAJ. Substance use disorders in individuals with mild to borderline intellectual disability: current status and future directions. RESEARCH IN DEVELOPMENTAL DISABILITIES 2015; 38:319-328. [PMID: 25577182 DOI: 10.1016/j.ridd.2014.12.029] [Citation(s) in RCA: 54] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/21/2014] [Accepted: 12/19/2014] [Indexed: 06/04/2023]
Abstract
Knowledge regarding substance use (SU) and substance use disorder (SUD) in individuals with mild to borderline intellectual disabilities (ID) has increased over the last decade, but is still limited. Data on prevalence and risk factors are fragmented, and instruments for screening and assessment and effective treatment interventions are scarce. Also, scientific developments in other fields are insufficiently incorporated in the care for individuals with ID and SUD. In this selective and critical review, we provide an overview of the current status of SU(D) in ID and explore insights on the conceptualisation of SUD from other fields such as addiction medicine and general psychiatry. SU(D) turns out to be a chronic, multifaceted brain disease that is intertwined with other physical, psychiatric and social problems. These insights have implications for practices, policies and future research with regard to the prevalence, screening, assessment and treatment of SUD. We will therefore conclude with recommendations for future research and policy and practice, which may provide a step forward in the care for individuals with ID and SUD.
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Affiliation(s)
- Neomi van Duijvenbode
- Radboud University Nijmegen, Behavioural Science Institute, P.O. Box 9104, 6500 HE Nijmegen, The Netherlands.
| | - Joanneke E L VanDerNagel
- Aveleijn, Grotestraat 260, 7622 GW Borne, The Netherlands; Tactus, Raiffeisenstraat 75, 7514 AM Enschede, The Netherlands; Radboud University Nijmegen, Nijmegen Institute for Scientist-Practitioners in Addiction, P.O. Box 6909, 6503 GK Nijmegen, The Netherlands
| | - Robert Didden
- Radboud University Nijmegen, Behavioural Science Institute, P.O. Box 9104, 6500 HE Nijmegen, The Netherlands; Trajectum, P.O. Box 40012, 8004 DA Zwolle, The Netherlands
| | - Rutger C M E Engels
- Radboud University Nijmegen, Behavioural Science Institute, P.O. Box 9104, 6500 HE Nijmegen, The Netherlands; Trimbos Institute, P.O. Box 725, 3500 AS Utrecht, The Netherlands
| | - Jan K Buitelaar
- Department of Cognitive Neuroscience, Nijmegen Centre for Evidence-based Medicine, Radboud University Medical Centre, P.O. Box 9101, 6500 HB Nijmegen, The Netherlands
| | - Marion Kiewik
- Aveleijn, Grotestraat 260, 7622 GW Borne, The Netherlands; Radboud University Nijmegen, Nijmegen Institute for Scientist-Practitioners in Addiction, P.O. Box 6909, 6503 GK Nijmegen, The Netherlands
| | - Cor A J de Jong
- Radboud University Nijmegen, Nijmegen Institute for Scientist-Practitioners in Addiction, P.O. Box 6909, 6503 GK Nijmegen, The Netherlands
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van Duijvenbode N, Didden R, Korzilius HPLM, Trentelman M, Engels RCME. Executive control in long-term abstinent alcoholics with mild to borderline intellectual disability: the relationship with IQ and severity of alcohol use-related problems. RESEARCH IN DEVELOPMENTAL DISABILITIES 2013; 34:3583-3595. [PMID: 23962605 DOI: 10.1016/j.ridd.2013.07.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/03/2013] [Revised: 06/29/2013] [Accepted: 07/01/2013] [Indexed: 06/02/2023]
Abstract
Deficits in executive control might be related to alcohol abuse in individuals with mild to borderline intellectual disability (MBID). The goal of the present study was to test the relationship between executive control (i.e., working memory capacity, inhibitory control and delay discounting), IQ and chronic alcohol use. Participants (N=40) were divided into four groups based on IQ and severity of alcohol use-related problems (heavy and light drinkers with and without MBID). They were all admitted to a psychiatric treatment facility and long-term abstinent at the time of testing. Contrary to the expectations, executive control was not consistently impaired among individuals with MBID. Results showed that working memory capacity did seem to be impaired, whereas inhibitory control and delay discounting did not. Moreover, there were no differences between heavy and light drinkers on any of the parameters and having a dual diagnosis (heavy drinkers with MBID) did not result in additive negative effects on executive control. It is suggested that alcohol-related cognitive impairment is temporary and decreases over time after cessation of drinking.
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Affiliation(s)
- Neomi van Duijvenbode
- Radboud University Nijmegen, Behavioural Science Institute, P.O. Box 9104, 6500 HE Nijmegen, The Netherlands.
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