Skip to main content
Top
Published in: Journal of Gambling Studies 2/2018

01-06-2018 | Original Paper

Electroencephalographic Evidence of Abnormal Anticipatory Uncertainty Processing in Gambling Disorder Patients

Authors: Alberto Megías, Juan F. Navas, Ana Perandrés-Gómez, Antonio Maldonado, Andrés Catena, José C. Perales

Published in: Journal of Gambling Studies | Issue 2/2018

Login to get access

Abstract

Putting money at stake produces anticipatory uncertainty, a process that has been linked to key features of gambling. Here we examined how learning and individual differences modulate the stimulus preceding negativity (SPN, an electroencephalographic signature of perceived uncertainty of valued outcomes) in gambling disorder patients (GDPs) and healthy controls (HCs), during a non-gambling contingency learning task. Twenty-four GDPs and 26 HCs performed a causal learning task under conditions of high and medium uncertainty (HU, MU; null and positive cue-outcome contingency, respectively). Participants were asked to predict the outcome trial-by-trial, and to regularly judge the strength of the cue-outcome contingency. A pre-outcome SPN was extracted from simultaneous electroencephalographic recordings for each participant, uncertainty level, and task block. The two groups similarly learnt to predict the occurrence of the outcome in the presence/absence of the cue. In HCs, SPN amplitude decreased as the outcome became predictable in the MU condition, a decrement that was absent in the HU condition, where the outcome remained unpredictable during the task. Most importantly, GDPs’ SPN remained high and insensitive to task type and block. In GDPs, the SPN amplitude was linked to gambling preferences. When both groups were considered together, SPN amplitude was also related to impulsivity. GDPs thus showed an abnormal electrophysiological response to outcome uncertainty, not attributable to faulty contingency learning. Differences with controls were larger in frequent players of passive games, and smaller in players of more active games. Potential psychological mechanisms underlying this set of effects are discussed.
Appendix
Available only for authorised users
Footnotes
1
The difference in perceived problems associated to alcohol use favored GDPs, which is probably attributable to the fact that all GDPs were in treatment at the moment of assessment, and therapeutic guidelines include completely refraining from drinking alcohol. In any case, in spite of the significant between-group difference, the MultiCAGE-alcohol score did not significantly correlate with any of the dependent variables of the study (max. r= −0.182, p = 0.21).
 
2
As noted earlier, the SPN analysis was also carried out excluding left-handed participants. This analysis yielded a similar Block × Uncertainty × Group significant interaction, F(1, 41) = 5.386, p < 0.03. Additionally, Electrode interacted with Block, F(8, 328) = 1.967, p < 0.05, and with Group and Block, F(8, 328) = 2.894, p < 0.01. These interactions imply that handedness could be influencing signal distribution across electrodes, but did not affect the distribution of the effects attributable to the difference between the two uncertainty conditions (for interactions involving electrode and uncertainty, min. p = 0.17).
 
Literature
go back to reference American Psychiatric Association. (2013). Diagnostic and statistical manual of mental disorders (5th ed.). Arlington, VA: American Psychiatric Publishing.CrossRef American Psychiatric Association. (2013). Diagnostic and statistical manual of mental disorders (5th ed.). Arlington, VA: American Psychiatric Publishing.CrossRef
go back to reference Beck, A. T., Steer, R. A., & Brown, G. K. (1996). Beck depression inventory-II. San Antonio, TX: The Psychological Corporation, Academic Court. Beck, A. T., Steer, R. A., & Brown, G. K. (1996). Beck depression inventory-II. San Antonio, TX: The Psychological Corporation, Academic Court.
go back to reference Billieux, J., Lagrange, G., Van Der Linden, M., Lançon, C., Adida, M., & Jeanningros, R. (2012). Investigation of impulsivity in a sample of treatment-seeking pathological gamblers: A multidimensional perspective. Psychiatry Research, 198(2), 291–296. doi:10.1016/j.psychres.2012.01.001.CrossRefPubMed Billieux, J., Lagrange, G., Van Der Linden, M., Lançon, C., Adida, M., & Jeanningros, R. (2012). Investigation of impulsivity in a sample of treatment-seeking pathological gamblers: A multidimensional perspective. Psychiatry Research, 198(2), 291–296. doi:10.​1016/​j.​psychres.​2012.​01.​001.CrossRefPubMed
go back to reference Bonnaire, C., Lejoyeux, M., & Dardennes, R. (2004). Sensation seeking in a French population of pathological gamblers: Comparison with regular and nongamblers. Psychological Reports, 94(3), 1361–1371.CrossRefPubMed Bonnaire, C., Lejoyeux, M., & Dardennes, R. (2004). Sensation seeking in a French population of pathological gamblers: Comparison with regular and nongamblers. Psychological Reports, 94(3), 1361–1371.CrossRefPubMed
go back to reference Cándido, A., Orduña, E., Perales, J. C., Verdejo-García, A., & Billieux, J. (2012). Validation of a short Spanish version of the UPPS-P impulsive behaviour scale. Trastornos Adictivos, 14(3), 73–78. doi:10.1016/S1575-0973(12)70048-X.CrossRef Cándido, A., Orduña, E., Perales, J. C., Verdejo-García, A., & Billieux, J. (2012). Validation of a short Spanish version of the UPPS-P impulsive behaviour scale. Trastornos Adictivos, 14(3), 73–78. doi:10.​1016/​S1575-0973(12)70048-X.CrossRef
go back to reference Cokely, E. T., Galesic, M., Schulz, E., Ghazal, S., & Garcia-Retamero, R. (2012). Measuring risk literacy: The Berlin numeracy test. Judgment and Decision Making, 7, 25–47. Cokely, E. T., Galesic, M., Schulz, E., Ghazal, S., & Garcia-Retamero, R. (2012). Measuring risk literacy: The Berlin numeracy test. Judgment and Decision Making, 7, 25–47.
go back to reference Echeburúa, C., Báez, E., Fernández-Montalvo, J., & Paéz, D. (1994). Cuestionario de Juego Patológico de South Oaks (SOGS): Validación española [The South Oaks Gambling Screen (SOGS): Spanish validation]. Análisis Y Modificación de Conducta, 20(74), 769–791. Echeburúa, C., Báez, E., Fernández-Montalvo, J., & Paéz, D. (1994). Cuestionario de Juego Patológico de South Oaks (SOGS): Validación española [The South Oaks Gambling Screen (SOGS): Spanish validation]. Análisis Y Modificación de Conducta, 20(74), 769–791.
go back to reference Eysenck, S. B., Pearson, P. R., Easting, G., & Allsopp, J. F. (1985). Age norms for impulsiveness, venturesomeness and empathy in adults. Personality and Individual Differences, 6(5), 613–619. doi:10.1016/0191-8869(85)90011-X.CrossRef Eysenck, S. B., Pearson, P. R., Easting, G., & Allsopp, J. F. (1985). Age norms for impulsiveness, venturesomeness and empathy in adults. Personality and Individual Differences, 6(5), 613–619. doi:10.​1016/​0191-8869(85)90011-X.CrossRef
go back to reference Grummett, T. S., Fitzgibbon, S. P., Lewis, T. W., DeLosAngeles, D., Whitham, E. M., Pope, K. J., et al. (2014). Constitutive spectral EEG peaks in the gamma range: Suppressed by sleep, reduced by mental activity and resistant to sensory stimulation. Frontiers in Human Neuroscience, 8, 927. doi:10.3389/fnhum.2014.00927.CrossRefPubMedPubMedCentral Grummett, T. S., Fitzgibbon, S. P., Lewis, T. W., DeLosAngeles, D., Whitham, E. M., Pope, K. J., et al. (2014). Constitutive spectral EEG peaks in the gamma range: Suppressed by sleep, reduced by mental activity and resistant to sensory stimulation. Frontiers in Human Neuroscience, 8, 927. doi:10.​3389/​fnhum.​2014.​00927.CrossRefPubMedPubMedCentral
go back to reference Klem, G. H., Lüders, H. O., Jasper, H. H., & Elger, C. (1999). The ten-twenty electrode system of the International Federation. The International Federation of Clinical Neurophysiology. Electroencephalography and Clinical Neurophysiology. Supplement, 52, 3–6. PMID: 10590970.PubMed Klem, G. H., Lüders, H. O., Jasper, H. H., & Elger, C. (1999). The ten-twenty electrode system of the International Federation. The International Federation of Clinical Neurophysiology. Electroencephalography and Clinical Neurophysiology. Supplement, 52, 3–6. PMID: 10590970.PubMed
go back to reference Kotani, Y., Kishida, S., Hiraku, S., Suda, K., Ishii, M., & Aihara, Y. (2003). Effects of information and reward on stimulus preceding negativity prior to feedback stimuli. Psychophysiology, 40(5), 818–826. doi:10.1111/1469-8986.00082.CrossRefPubMed Kotani, Y., Kishida, S., Hiraku, S., Suda, K., Ishii, M., & Aihara, Y. (2003). Effects of information and reward on stimulus preceding negativity prior to feedback stimuli. Psychophysiology, 40(5), 818–826. doi:10.​1111/​1469-8986.​00082.CrossRefPubMed
go back to reference Mercer, K. B., & Eastwood, J. D. (2010). Is boredom associated with problem gambling behaviour? It depends on what you mean by ‘boredom’. International Gambling Studies, 10(1), 91–104. doi:10.1080/14459791003754414.CrossRef Mercer, K. B., & Eastwood, J. D. (2010). Is boredom associated with problem gambling behaviour? It depends on what you mean by ‘boredom’. International Gambling Studies, 10(1), 91–104. doi:10.​1080/​1445979100375441​4.CrossRef
go back to reference Mullen, T., Kothe, C., Chi, Y. M., Ojeda, A., Kerth, T., Makeig, S., et al. (2013). Real-time modeling and 3D visualization of source dynamics and connectivity using wearable EEG. In Annual international conference of the IEEE engineering in medicine and biology society. IEEE engineering in medicine and biology society. Conference (pp. 2184–2187). NIH Public Access. doi:10.1109/EMBC.2013.6609968. Mullen, T., Kothe, C., Chi, Y. M., Ojeda, A., Kerth, T., Makeig, S., et al. (2013). Real-time modeling and 3D visualization of source dynamics and connectivity using wearable EEG. In Annual international conference of the IEEE engineering in medicine and biology society. IEEE engineering in medicine and biology society. Conference (pp. 2184–2187). NIH Public Access. doi:10.​1109/​EMBC.​2013.​6609968.
go back to reference Myrseth, H., Brunborg, G. S., & Eidem, M. (2010). Differences in cognitive distortions between pathological and non-pathological gamblers with preferences for chance or skill games. Journal of Gambling Studies, 26(4), 561–569. doi:10.1007/s10899-010-9180-6.CrossRefPubMed Myrseth, H., Brunborg, G. S., & Eidem, M. (2010). Differences in cognitive distortions between pathological and non-pathological gamblers with preferences for chance or skill games. Journal of Gambling Studies, 26(4), 561–569. doi:10.​1007/​s10899-010-9180-6.CrossRefPubMed
go back to reference Navas, J. F., Billieux, J., Perandrés-Gómez, A., López-Torrecillas, F., Cándido, A., & Perales, J. C. (2017a). Individual differences associated to gambling preferences and clinical status. International Gambling Studies (in press). Navas, J. F., Billieux, J., Perandrés-Gómez, A., López-Torrecillas, F., Cándido, A., & Perales, J. C. (2017a). Individual differences associated to gambling preferences and clinical status. International Gambling Studies (in press).
go back to reference Navas, J. F., Contreras-Rodríguez, O., Verdejo-Román, J., Perandrés-Gómez, A., Albein-Urios, N., Verdejo-García, A., & Perales, J. C. (2017b). Trait and neurobiological underpinnings of negative emotion regulation in gambling disorder. Addiction (in press). Navas, J. F., Contreras-Rodríguez, O., Verdejo-Román, J., Perandrés-Gómez, A., Albein-Urios, N., Verdejo-García, A., & Perales, J. C. (2017b). Trait and neurobiological underpinnings of negative emotion regulation in gambling disorder. Addiction (in press).
go back to reference Pedrero-Pérez, E. J., Rodríguez-Monje, M. T., Gallardo-Alonso, F., Fernández Girón, M., Pérez López, M., & Chicharro-Romero, J. (2007). Validación de un instrumento para la detección de trastornos de control de impulsos y adicciones: El MULTICAGE CAD-4 [Validation of a tool for screening of impulse control disorders and addiction: MULTICAGE CAD-4]. Trastornos Adictivos, 9(4), 269–278. doi:10.1016/S1575-0973(07)75656-8.CrossRef Pedrero-Pérez, E. J., Rodríguez-Monje, M. T., Gallardo-Alonso, F., Fernández Girón, M., Pérez López, M., & Chicharro-Romero, J. (2007). Validación de un instrumento para la detección de trastornos de control de impulsos y adicciones: El MULTICAGE CAD-4 [Validation of a tool for screening of impulse control disorders and addiction: MULTICAGE CAD-4]. Trastornos Adictivos, 9(4), 269–278. doi:10.​1016/​S1575-0973(07)75656-8.CrossRef
go back to reference Perales, J. C., Catena, A., Shanks, D. R., & González, J. A. (2005). Dissociation between judgments and outcome-expectancy measures in covariation learning: A signal detection theory approach. Journal of Experimental Psychology. Learning, Memory, and Cognition, 31(5), 1105–1120. doi:10.1037/0278-7393.31.5.1105.CrossRefPubMed Perales, J. C., Catena, A., Shanks, D. R., & González, J. A. (2005). Dissociation between judgments and outcome-expectancy measures in covariation learning: A signal detection theory approach. Journal of Experimental Psychology. Learning, Memory, and Cognition, 31(5), 1105–1120. doi:10.​1037/​0278-7393.​31.​5.​1105.CrossRefPubMed
go back to reference Piazza, C., Cantiani, C., Akalin-Acar, Z., Miyakoshi, M., Benasich, A. A., Reni, G., et al. (2016). ICA-derived cortical responses indexing rapid multi-feature auditory processing in six-month-old infants. NeuroImage, 133, 75–87.CrossRefPubMed Piazza, C., Cantiani, C., Akalin-Acar, Z., Miyakoshi, M., Benasich, A. A., Reni, G., et al. (2016). ICA-derived cortical responses indexing rapid multi-feature auditory processing in six-month-old infants. NeuroImage, 133, 75–87.CrossRefPubMed
go back to reference Rouder, J. N., Morey, R. D., Speckman, P. L., & Province, J. M. (2012). Default Bayes factors for ANOVA designs. Journal of Mathematical Psychology, 56(5), 356–374.CrossRef Rouder, J. N., Morey, R. D., Speckman, P. L., & Province, J. M. (2012). Default Bayes factors for ANOVA designs. Journal of Mathematical Psychology, 56(5), 356–374.CrossRef
go back to reference Sanz, J., Perdigón, A. L., & Vázquez, C. (2003). Adaptación española del Inventario para la Depresión de Beck-II (BDI-II): 3. Propiedades psicométricas en población general. [Spanish adaptation of the Beck Depression Inventory-II (BDI-II): 3. Psychometric features in patients with psychological disorders]. Clínica Y Salud, 14(3), 249–280. Sanz, J., Perdigón, A. L., & Vázquez, C. (2003). Adaptación española del Inventario para la Depresión de Beck-II (BDI-II): 3. Propiedades psicométricas en población general. [Spanish adaptation of the Beck Depression Inventory-II (BDI-II): 3. Psychometric features in patients with psychological disorders]. Clínica Y Salud, 14(3), 249–280.
go back to reference Schneider, W., Eschman, A., & Zuccolotto, A. (2002). E-Prime reference guide. Incorporated: Psychology Software Tools. Schneider, W., Eschman, A., & Zuccolotto, A. (2002). E-Prime reference guide. Incorporated: Psychology Software Tools.
go back to reference Wechsler, D. (2008). Wechsler adult intelligence scale—Fourth edition (WAIS-IV). San Antonio, TX: NCS Pearson. Wechsler, D. (2008). Wechsler adult intelligence scale—Fourth edition (WAIS-IV). San Antonio, TX: NCS Pearson.
go back to reference 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. doi:10.1016/S0191-8869(00)00064-7.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. doi:10.​1016/​S0191-8869(00)00064-7.CrossRef
go back to reference World Medical Asociation. (2008). Declaration of helsinki: Ethical principles for medical research involving human subjects. Seoul: World Medical Association, Inc. doi:10.1001/jama.2013.281053. World Medical Asociation. (2008). Declaration of helsinki: Ethical principles for medical research involving human subjects. Seoul: World Medical Association, Inc. doi:10.​1001/​jama.​2013.​281053.
go back to reference Zuckerman, M. (2007). Sensation seeking and risky behavior. Washington, DC: American Psychological Association.CrossRef Zuckerman, M. (2007). Sensation seeking and risky behavior. Washington, DC: American Psychological Association.CrossRef
Metadata
Title
Electroencephalographic Evidence of Abnormal Anticipatory Uncertainty Processing in Gambling Disorder Patients
Authors
Alberto Megías
Juan F. Navas
Ana Perandrés-Gómez
Antonio Maldonado
Andrés Catena
José C. Perales
Publication date
01-06-2018
Publisher
Springer US
Published in
Journal of Gambling Studies / Issue 2/2018
Electronic ISSN: 1573-3602
DOI
https://doi.org/10.1007/s10899-017-9693-3

Other articles of this Issue 2/2018

Journal of Gambling Studies 2/2018 Go to the issue