Abstract
Previous studies found mixed results concerning the role of working memory (WM) in the gambling task (GT). Here, we aimed at reconciling inconsistencies by showing that the standard version of the task can be solved using intuitive strategies operating automatically, while more complex versions require analytic strategies drawing on executive functions. In Study 1, where good performance on the GT could be achieved using intuitive strategies, participants performed well both with and without a concurrent WM load. In Study 2, where analytical strategies were required to solve a more complex version of the GT, participants without WM load performed well, while participants with WM load performed poorly. In Study 3, where the complexity of the GT was further increased, participants in both conditions performed poorly. In addition to the standard performance measure, we used participants’ subjective expected utility, showing that it differs from the standard measure in some important aspects.
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Baddeley, A., & Della Sala, S. (1996). Working memory and executive control. Philosophical Transactions of the Royal Society of London, 351, 1397–1404.
Barry, D., & Petry, N. M. (2008). Predictors of decision-making on the Iowa gambling task: Independent effects of lifetime history of substance use disorders and performance on the Trail Making Test. Brain and Cognition, 66, 243–252.
Bechara, A., Damasio, A., Damasio, H., & Anderson, W. S. (1994). Insensitivity to future consequences following damage to human prefrontal cortex. Cognition, 50, 7–15.
Bechara, A., Damasio, H., Tranel, D., & Anderson, W. S. (1998). Dissociation of working memory from decision making within the human prefrontal cortex. Journal of Neuroscience, 18, 426–437.
Bechara, A., Tranel, D., & Damasio, H. (2000). Characterization of the decision-making deficit of patients with ventromedial prefrontal cortex lesions. Brain, 123, 2189–2202.
Bowman, C. H., & Turnbull, O. H. (2003). Real vs. facsimile reinforcers on the Iowa gambling task. Brain and Cognition, 53, 207–210.
Buelow, M. T., & Suhr, J. A. (2009). Construct validity of the Iowa gambling task. Neuropsychology Review, 19, 102–114.
Cavallaro, R., Cavedini, P., Mistretta, P., Bassi, T., Angelone, S. M., Ubbiali, A., et al. (2003). Basal-corticofrontal circuits in schizophrenia and obsessive-compulsive disorder: A controlled, double dissociation study. Biological Psychiatry, 54, 437–443.
Cavedini, P., Riboldi, G., Keller, R., D’Annucci, A., & Bellodi, L. (2002). Frontal lobe dysfunction in pathological gambling patients. Biological Psychiatry, 51, 334–341.
Cella, M., Dymond, S., Cooper, A., & Turnbull, O. (2007). Effects of decision-phase time constraints on emotion-based learning in the Iowa gambling task. Brain and Cognition, 64, 164–169.
Chaiken, S., & Trope, Y. (Eds.). (1999). Dual process theories in social psychology. New York: Guilford Press.
Clark, L., Manes, F., Antoun, N., Sahakian, B. J., & Robbins, T. W. (2003). The contributions of lesion laterality and lesion volume to decision-making impairment following frontal lobe damage. Neuropsychologia, 41, 1474–1483.
Damasio, A. R. (1996). The somatic marker hypothesis and the possible functions of the prefrontal cortex. Philosophical Transactions of the Royal Society of London, 351, 1413–1420.
De Neys, W. (2006a). Automatic-heuristic and executive analytic processing during reasoning: Chronometric and dual task considerations. Quarterly Journal of Experimental Psychology, 59, 1070–1100.
De Neys, W. (2006b). Dual processes in reasoning: Two systems but one reasoner. Psychological Science, 17, 428–433.
Dijksterhuis, A., Bos, M. W., Nordgren, L. F., & van Baaren, R. B. (2006). On making the right choice: The deliberation-without-attention effect. Science, 311, 1005–1007.
Dunn, B. D., Dalgleish, T., & Lawrence, A. D. (2006). The somatic marker hypothesis: A critical evaluation. Neuroscience and Biobehavioral Reviews, 30, 239–271.
Evans, J. St. B. T. (1984). Heuristic and analytic processes in reasoning. British Journal of Psychology, 75, 451–458.
Evans, J. St. B. T. (1996). Deciding before you think: Relevance and reasoning in the selection task. British Journal of Psychology, 87, 223–240.
Evans, C. E., Kemish, K., & Turnbull, O. H. (2004). Paradoxical effects of education on the Iowa gambling task. Brain and Cognition, 54, 240–244.
Evans, J. St. B. T., & Over, D. E. (1996). Rationality and reasoning. Hove: Psychology Press.
Fellows, L. K., & Farah, M. J. (2003). Ventromedial frontal cortex mediates affective shifting in humans: Evidence from a reversal learning paradigm. Brain, 126, 1830–1837.
Fernie, G., & Tunney, R. J. (2006). Some decks are better than others: The effect of reinforcer type and task instructions on learning in the Iowa gambling task. Brain and Cognition, 60, 94–102.
Gilbert, D. T. (1989). Thinking lightly about others: Automatic components of the social inference process. In J. S. Uleman & J. A. Bargh (Eds.), Unintended thought (pp. 189–211). Englewood Cliffs: Prentice-Hall.
Gilbert, D. T. (1991). How mental systems believe. American Psychologist, 46, 107–119.
Gilbert, D. T. (2002). Inferential correction. In T. Gilovich, D. Griffin, & D. Kahneman (Eds.), Heuristics and biases: The psychology of intuitive thought (pp. 167–184). New York: Cambridge University Press.
Gilhooly, K. J., Logie, R. H., Wetherick, N. E., & Wynn, V. (1993). Working memory and strategies in syllogistic reasoning tasks. Memory and Cognition, 21, 115–124.
Gilhooly, K. J., Logie, R. H., & Wynn, V. (2002). Syllogistic reasoning tasks and working memory: Evidence from sequential presentation of premises. Current Psychological Research, 21, 111–120.
Gilovich, T., Griffin, D., & Kahneman, D. (Eds.). (2002). Heuristics and biases: The psychology of intuitive thought. New York: Cambridge University Press.
Hinson, J. M., Jameson, T. L., & Whitney, P. (2002). Somatic markers, working memory, and decision making. Cognitive Behavioural and Affective Neuroscience, 2, 341–353.
Hinson, J. M., Whitney, P., Holben, H., & Wirick, A. K. (2006). Affective biasing of choices in gambling task decision making. Cognitive Behavioural and Affective Neuroscience, 6, 190–200.
Holyoak, K. J., & Spellman, B. A. (1993). Thinking. Annual Review of Psychology, 44, 265–315.
Jameson, T. L., Hinson, J. M., & Whitney, P. (2004). Components of working memory and somatic markers in decision making. Psychonomic Bulletin & Review, 11, 515–520.
Johnson-Laird, P. N. (2006). How we reason. Oxford: Oxford University Press.
Kahneman, D. (2003). Maps of bounded rationality: Psychology for behavioral economics. The American Economic Review, 93, 1449–1475.
Kerr, A., & Zelazo, P. D. (2004). Development of “hot” executive function: The children’s gambling task. Brain and Cognition, 55, 148–157.
Maia, T. V., & McClelland, J. L. (2004). A reexamination of the evidence for the somatic marker hypothesis: What participants really know in the Iowa gambling task. Proceedings of the National Academy for Science USA, 101, 16075–16080.
Manes, F., Sahakian, B. J., Clark, L., Rogers, R., Antoun, N., Aitken, M., et al. (2002). Decision-making processes following damage to the prefrontal cortex. Brain, 125, 624–639.
Mellers, B. (2000). Choice and the relative pleasure of consequences. Psychological Bulletin, 126, 910–924.
Northoff, G., Grimm, S., Boeker, H., Schmidt, C., Bermpohl, F., Heinzel, A., et al. (2006). Affective judgment and beneficial decision making: Ventromedial prefrontal activity correlates with performance in the Iowa gambling task. Human Brain Mapping, 27, 572–587.
Oaksford, M., & Chater, N. (2003). Optimal data selection: Revision, review, and reevaluation. Psychonomic Bulletin & Review, 10, 289–318.
Overman, W. H., Frassrand, K., Ansel, S., Trawalter, S., Bies, B., & Redmond, A. (2004). Performance on the IOWA card task by adolescents and adults. Neuropsychologia, 42, 1838–1851.
Oya, H., Adolphs, R., Kawasaki, H., Bechara, A., & Damasio, A. R. (2005). Electrophysiological correlates of reward prediction error recorded in the human prefrontal cortex. Proceedings of the National Academy of Sciences USA, 102, 8351–8356.
Reverberi, C., Rusconi, P., Paulesu, E., & Cherubini, P. (2009). Response demands and the recruitment of heuristic strategies in syllogistic reasoning. Quarterly Journal of Experimental Psychology (Colchester), 62, 513–530.
Sanfey, A. G., Loewenstein, G., McClure, S. M., & Cohen, J. D. (2006). Neuroeconomics: Cross-currents in research on decision-making. Trends in Cognitive Sciences, 10, 108–116.
Sloman, S. (1996). The empirical case for two systems of reasoning. Psychological Bulletin, 119, 3–22.
Sloman, S. (2002). Two systems of reasoning. In T. Gilovich, D. Griffin, & D. Kahneman (Eds.), Heuristics and biases: The psychology of intuitive thought (pp. 379–396). New York: Cambridge University Press.
Slovic, P., Finucane, M., Peters, E., & MacGregor, D. G. (2002). The affect heuristic. In T. Gilovich, D. Griffin, & D. Kahneman (Eds.), Heuristics and biases: The psychology of intuitive thought (pp. 397–420). New York: Cambridge University Press.
Stanovich, K. E., & West, R. F. (2000). Individual differences in reasoning: Implications for the rationality debate? Behavioral and Brain Sciences, 23, 645–665.
Tranel, D., Bechara, A., & Denburg, N. L. (2002). Asymmetric functional roles of right and left ventromedial prefrontal cortices in social conduct, decision-making, and emotional processing. Cortex, 38(4), 589–612.
Turnbull, O. H., Evans, C. Y., Bunce, A., Carzolio, B., & O’Connor, J. (2005). Emotion based learning and central executive resources: An investigation of intuition and the Iowa gambling task. Brain and Cognition, 57, 244–247.
von Neumann, J., & Morgenstern, O. (1944). Theory of games and economic behavior. Princeton, NJ: Princeton University Press.
Wason, P. C., & Evans, J. St. B. T. (1975). Dual processes in reasoning? Cognition, 3, 141–154.
Windmann, S., Kirsch, P., Mier, D., Stark, R., Walter, B., Gunturkun, O., et al. (2006). On framing effects in decision making: Linking lateral versus medial orbitofrontal cortex activation to choice outcome processing. Journal of Cognitive Neuroscience, 18, 1198–1211.
Acknowledgments
The authors thank Germano Rossi for his statistical help, and Simona Salomone, Giulia Mattavelli and Selenia Di Bari for their help in collecting the data. This study was supported by two FAR grants to PC and CP and by a PRIN 2005 grant to CP.
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Gozzi, M., Cherubini, P., Papagno, C. et al. Recruitment of intuitive versus analytic thinking strategies affects the role of working memory in a gambling task. Psychological Research 75, 188–201 (2011). https://doi.org/10.1007/s00426-010-0296-1
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DOI: https://doi.org/10.1007/s00426-010-0296-1