Skip to main content
Top
Gepubliceerd in: Psychological Research 6/2009

01-11-2009 | Original Article

Anticipation of cognitive demand during decision-making

Auteurs: Matthew M. Botvinick, Zev B. Rosen

Gepubliceerd in: Psychological Research | Uitgave 6/2009

Log in om toegang te krijgen
share
DELEN

Deel dit onderdeel of sectie (kopieer de link)

  • Optie A:
    Klik op de rechtermuisknop op de link en selecteer de optie “linkadres kopiëren”
  • Optie B:
    Deel de link per e-mail

Abstract

An abundance of evidence indicates that action selection is guided, at least in certain contexts, by anticipation of action outcomes. In one particularly clear demonstration of this principle, Bechara and colleagues, studying a gambling task, observed phasic skin conductance responses just prior to actions associated with a relatively high risk of monetary loss (Bechara et al. in J Neurosci 19:5473–5481, 1999; Bechara et al. in Science 275:1293–1295, 1997; Bechara et al. in Cereb Cortex 6:215–225, 1996). In the present work, we tested for the same effect in a paradigm where choices resulted not in differential monetary outcomes, but in differential requirements for subsequent mental effort. In two experiments, we observed an anticipatory skin conductance response prior to actions resulting in a high level of cognitive demand. This finding indicates that requirements for effortful cognitive control are anticipated during action selection. We argue, based on convergent evidence, that such anticipation may not only trigger preparation; it may also play a direct role in effort-based decision-making.
Literatuur
go back to reference Allport, G. W. (1954). The Nature of Prejudice. New York: Addison Wesley. Allport, G. W. (1954). The Nature of Prejudice. New York: Addison Wesley.
go back to reference Andreassi, J. L. (2000). Psychophysiology: Human behavior and physiological response. New Jersey: Lawrence Erlbaum Associates. Andreassi, J. L. (2000). Psychophysiology: Human behavior and physiological response. New Jersey: Lawrence Erlbaum Associates.
go back to reference Balle, M. (2002). La loi du moindre effort mental: Les representations mentales. Sciences Humaines, 128, 36–39. Balle, M. (2002). La loi du moindre effort mental: Les representations mentales. Sciences Humaines, 128, 36–39.
go back to reference Baroody, A. J., & Ginsburg, H. P. (1986). The relationship between initial meaningful and mechanical knowledge of arithmetic. In J. Hiebert (Ed.), Conceptual and procedural knowledge: The case of mathematics (pp. 75–112). Hillsdale: Lawrence Erlbaum Associates. Baroody, A. J., & Ginsburg, H. P. (1986). The relationship between initial meaningful and mechanical knowledge of arithmetic. In J. Hiebert (Ed.), Conceptual and procedural knowledge: The case of mathematics (pp. 75–112). Hillsdale: Lawrence Erlbaum Associates.
go back to reference Bechara, A., Damasio, H., Damasio, A. R., & Lee, G. P. (1999). Different contributions of the human amygdala and ventromedial prefrontal cortex to decision-making. Journal of Neuroscience, 19, 5473–5481.PubMed Bechara, A., Damasio, H., Damasio, A. R., & Lee, G. P. (1999). Different contributions of the human amygdala and ventromedial prefrontal cortex to decision-making. Journal of Neuroscience, 19, 5473–5481.PubMed
go back to reference Bechara, A., Damasio, H., Tranel, D., & Damasio, A. R. (1997). Deciding advantageously before knowing the advantageous strategy. Science, 275, 1293–1295.PubMedCrossRef Bechara, A., Damasio, H., Tranel, D., & Damasio, A. R. (1997). Deciding advantageously before knowing the advantageous strategy. Science, 275, 1293–1295.PubMedCrossRef
go back to reference Bechara, A., Tranel, D., Damasio, H., & Damasio, A. R. (1996). Failure to respond autonomically to anticipated future outcomes following damage to prefrontal cortex. Cerebral Cortex, 6, 215–225.PubMedCrossRef Bechara, A., Tranel, D., Damasio, H., & Damasio, A. R. (1996). Failure to respond autonomically to anticipated future outcomes following damage to prefrontal cortex. Cerebral Cortex, 6, 215–225.PubMedCrossRef
go back to reference Botvinick, M. (2007). Conflict monitoring and decision making: Reconciling two perspectives on anterior cingulate function. Cognitive, Affective and Behavioral Neuroscience, 7, 356–366.CrossRef Botvinick, M. (2007). Conflict monitoring and decision making: Reconciling two perspectives on anterior cingulate function. Cognitive, Affective and Behavioral Neuroscience, 7, 356–366.CrossRef
go back to reference Botvinick, M. M., Cohen, J. D., & Carter, C. S. (2004). Conflict monitoring and anterior cingulate cortex: An update. Trends in Cognitive Sciences, 8(12), 539–546.PubMedCrossRef Botvinick, M. M., Cohen, J. D., & Carter, C. S. (2004). Conflict monitoring and anterior cingulate cortex: An update. Trends in Cognitive Sciences, 8(12), 539–546.PubMedCrossRef
go back to reference Botvinick, M., & Rosen, Z. (2007). Is mental effort aversive? Some behavioral and psychophysiological evidence. Paper presented at the Cognitive Neuroscience Society Annual Meeting. Botvinick, M., & Rosen, Z. (2007). Is mental effort aversive? Some behavioral and psychophysiological evidence. Paper presented at the Cognitive Neuroscience Society Annual Meeting.
go back to reference Botvinick, M., Rosen, Z., & McGuire, J. C. (2008). Action selection based on anticipated cognitive demand: A test of “the law of least mental effort” (submitted). Botvinick, M., Rosen, Z., & McGuire, J. C. (2008). Action selection based on anticipated cognitive demand: A test of “the law of least mental effort” (submitted).
go back to reference Brown, J. W., & Braver, T. S. (2007). Risk prediction and aversion by anterior cingulate cortex. Cognitive, Affective and Behavioral Neuroscience, 7, 266–277.CrossRef Brown, J. W., & Braver, T. S. (2007). Risk prediction and aversion by anterior cingulate cortex. Cognitive, Affective and Behavioral Neuroscience, 7, 266–277.CrossRef
go back to reference Buchel, C., Morris, J., Dolan, R. J., & Friston, K. J. (1998). Brain systems mediating aversive conditioning: An event-related fMRI study. Neuron, 20, 947–957.PubMedCrossRef Buchel, C., Morris, J., Dolan, R. J., & Friston, K. J. (1998). Brain systems mediating aversive conditioning: An event-related fMRI study. Neuron, 20, 947–957.PubMedCrossRef
go back to reference Camerer, C. F., & Hogarth, R. M. (1999). The effects of financial incentives in experiments: A review and capital-labor-production framework. Journal of Risk and Uncertainty, 19, 7–42.CrossRef Camerer, C. F., & Hogarth, R. M. (1999). The effects of financial incentives in experiments: A review and capital-labor-production framework. Journal of Risk and Uncertainty, 19, 7–42.CrossRef
go back to reference Carter, C. S., & Van Veen, V. (2007). Anterior cingulate cortex and conflict detection: An update of theory and data. Cognitive, Affective and Behavioral Neuroscience, 7, 367–379.CrossRef Carter, C. S., & Van Veen, V. (2007). Anterior cingulate cortex and conflict detection: An update of theory and data. Cognitive, Affective and Behavioral Neuroscience, 7, 367–379.CrossRef
go back to reference Christenfeld, N. (1995). Choices from identical options. Psychological Science, 6, 50–55.CrossRef Christenfeld, N. (1995). Choices from identical options. Psychological Science, 6, 50–55.CrossRef
go back to reference Damasio, A. R. (1996). The somatic marker hypothesis and the possible functions of the prefrontal cortex. Philosophical Transactions: Biological Sciences, 351, 1413–1420.CrossRef Damasio, A. R. (1996). The somatic marker hypothesis and the possible functions of the prefrontal cortex. Philosophical Transactions: Biological Sciences, 351, 1413–1420.CrossRef
go back to reference Fowles, D. C. (1980). The three arousal model: Implications of Gray’s two-factor learning theory for heart rate, electrodermal activity and psychopathy. Psychophysiology, 17, 87–104.PubMedCrossRef Fowles, D. C. (1980). The three arousal model: Implications of Gray’s two-factor learning theory for heart rate, electrodermal activity and psychopathy. Psychophysiology, 17, 87–104.PubMedCrossRef
go back to reference Fowles, D. C. (1988). Psychophysiology and psychopathology: A motivational approach. Psychophysiology, 25, 373–391.PubMedCrossRef Fowles, D. C. (1988). Psychophysiology and psychopathology: A motivational approach. Psychophysiology, 25, 373–391.PubMedCrossRef
go back to reference Fredrikson, M., Furmark, T., Olsson, T., Fischer, H., Andersson, J., & Langstrom, B. (1998). Functional neuroanatomical correlates of electrodermal activity: A positron emission tomographic study. Psychophysiology, 35, 179–185.PubMedCrossRef Fredrikson, M., Furmark, T., Olsson, T., Fischer, H., Andersson, J., & Langstrom, B. (1998). Functional neuroanatomical correlates of electrodermal activity: A positron emission tomographic study. Psychophysiology, 35, 179–185.PubMedCrossRef
go back to reference Gendolla, G. H., & Richter, M. (2005). Ego involvement and effort: Cardiovascular, electrodermal, and performance effects. Psychphysiology, 42, 595–603.CrossRef Gendolla, G. H., & Richter, M. (2005). Ego involvement and effort: Cardiovascular, electrodermal, and performance effects. Psychphysiology, 42, 595–603.CrossRef
go back to reference Hull, C. L. (1943). Principles of behavior. New York: Appleton-Century. Hull, C. L. (1943). Principles of behavior. New York: Appleton-Century.
go back to reference Johansen, J. P., & Fields, H. L. (2004). Glutamatergic activation of anterior cingulate cortex produces an aversive teaching signal. Nature Neuroscience, 7, 398–403.PubMedCrossRef Johansen, J. P., & Fields, H. L. (2004). Glutamatergic activation of anterior cingulate cortex produces an aversive teaching signal. Nature Neuroscience, 7, 398–403.PubMedCrossRef
go back to reference Kim, H., Shimojo, S., & O’Doherty, J. (2006). Is avoiding an aversive outcome rewarding? Neural substrates of avoidance learning in the human brain. PLOS Biology, 4, 1453–1461. Kim, H., Shimojo, S., & O’Doherty, J. (2006). Is avoiding an aversive outcome rewarding? Neural substrates of avoidance learning in the human brain. PLOS Biology, 4, 1453–1461.
go back to reference Koyama, T., Tanaka, Y., & Mikami, A. (1998). Nociceptive neurons in the macaque anterior cingulate activate during anticipation of pain. Neuroreport, 9, 2663–2667.PubMedCrossRef Koyama, T., Tanaka, Y., & Mikami, A. (1998). Nociceptive neurons in the macaque anterior cingulate activate during anticipation of pain. Neuroreport, 9, 2663–2667.PubMedCrossRef
go back to reference Loftus, G. R., & Masson, M. E. J. (1994). Using confidence intervals in within-subject designs. Psychonomic Bulletin and Review, 1, 476–490. Loftus, G. R., & Masson, M. E. J. (1994). Using confidence intervals in within-subject designs. Psychonomic Bulletin and Review, 1, 476–490.
go back to reference Mathias, C. J., Josephs, O., O’Doherty, J., Zanini, S., Dewar, B. K., Cipolatti, L., et al. (2003). Human cingulate cortex and autonomic control: Converging neuroimaging and clinical evidence. Brain, 125, 2139–2152. Mathias, C. J., Josephs, O., O’Doherty, J., Zanini, S., Dewar, B. K., Cipolatti, L., et al. (2003). Human cingulate cortex and autonomic control: Converging neuroimaging and clinical evidence. Brain, 125, 2139–2152.
go back to reference McGuire, W. J. (1969). The nature of attitudes and attitude change. In G. Lindzey & E. Aronson (Eds.), The handbook of social psychology (Vol. 3, pp. 136–314). Reading: Addision-Wesley. McGuire, W. J. (1969). The nature of attitudes and attitude change. In G. Lindzey & E. Aronson (Eds.), The handbook of social psychology (Vol. 3, pp. 136–314). Reading: Addision-Wesley.
go back to reference Naccache, L., Dehaene, S., Cohen, L., Habert, M. O., Guichart-Gomez, E., Galanaude, D., et al. (2005). Effortless control: Executive attention and conscious feeling of mental effort are dissociable. Neuropsychologia, 43(9), 1318–1328.PubMedCrossRef Naccache, L., Dehaene, S., Cohen, L., Habert, M. O., Guichart-Gomez, E., Galanaude, D., et al. (2005). Effortless control: Executive attention and conscious feeling of mental effort are dissociable. Neuropsychologia, 43(9), 1318–1328.PubMedCrossRef
go back to reference Nagai, Y., Critchley, H. D., Featherstone, E., Trimble, M. R., & Dolan, R. J. (2004). Activity in ventromedial prefrontal cortex covaries with sympathetic skin conductance level: Physiological account of a “default mode” of brain function. NeuroImage, 22. Nagai, Y., Critchley, H. D., Featherstone, E., Trimble, M. R., & Dolan, R. J. (2004). Activity in ventromedial prefrontal cortex covaries with sympathetic skin conductance level: Physiological account of a “default mode” of brain function. NeuroImage, 22.
go back to reference Pecchinenda, A., & Smith, C. A. (1996). The affective significance of skin conductance activity during a difficult problem-solving task. Cognition and Emotion, 10, 481–503.CrossRef Pecchinenda, A., & Smith, C. A. (1996). The affective significance of skin conductance activity during a difficult problem-solving task. Cognition and Emotion, 10, 481–503.CrossRef
go back to reference Rosch, E. (1999). Principles of categorization. In E. Margolis & S. Laurence (Eds.), Concepts: Core readings. Cambridge: MIT Press. Rosch, E. (1999). Principles of categorization. In E. Margolis & S. Laurence (Eds.), Concepts: Core readings. Cambridge: MIT Press.
go back to reference Rudebeck, P. H., Walton, M. E., Smyth, A. N., Bannerman, D. M., & Rushworth, M. F. S. (2006). Separate neural pathways process different decision costs. Nature Neuroscience, 9, 1161–1168.PubMedCrossRef Rudebeck, P. H., Walton, M. E., Smyth, A. N., Bannerman, D. M., & Rushworth, M. F. S. (2006). Separate neural pathways process different decision costs. Nature Neuroscience, 9, 1161–1168.PubMedCrossRef
go back to reference Rushworth, M. F. S., Walton, M. E., Kennerley, S. W., & Bannerman, D. M. (2004). Action sets and decisions in the medial frontal cortex. Trends in Cognitive Sciences, 8, 410–417.PubMedCrossRef Rushworth, M. F. S., Walton, M. E., Kennerley, S. W., & Bannerman, D. M. (2004). Action sets and decisions in the medial frontal cortex. Trends in Cognitive Sciences, 8, 410–417.PubMedCrossRef
go back to reference Tranel, D., & Damasio, H. (1994). Neuroanatomical correlates of electrodermal skin conductance responses. Psychophysiology, 31, 427–438.PubMedCrossRef Tranel, D., & Damasio, H. (1994). Neuroanatomical correlates of electrodermal skin conductance responses. Psychophysiology, 31, 427–438.PubMedCrossRef
go back to reference Walton, M. E., Kennerley, S. W., Bannerman, D. M., Phillips, P. E. M., & Rushworth, M. F. (2006). Weighing up the benefits of work: Behavioral and neural analyses of effort-related decision making. Neural Networks, 19, 1302–1314.PubMedCrossRef Walton, M. E., Kennerley, S. W., Bannerman, D. M., Phillips, P. E. M., & Rushworth, M. F. (2006). Weighing up the benefits of work: Behavioral and neural analyses of effort-related decision making. Neural Networks, 19, 1302–1314.PubMedCrossRef
go back to reference Wright, R. A. (1996). Brehm’s theory of motivation asa model of effort and cardiovascular response. In P. M. Gollwitzer & J. A. Bargh (Eds.), The Psychology of Action (pp. 424–453). New York: Guilford Press. Wright, R. A. (1996). Brehm’s theory of motivation asa model of effort and cardiovascular response. In P. M. Gollwitzer & J. A. Bargh (Eds.), The Psychology of Action (pp. 424–453). New York: Guilford Press.
go back to reference Wright, R. A., & Brehm, J. W. (1989). Energization and goal attractiveness. In L. Pervin (Ed.), Goal concepts in personality and social psychology (pp. 169–210). Hillsdale: Lawrence Erlbaum Associates. Wright, R. A., & Brehm, J. W. (1989). Energization and goal attractiveness. In L. Pervin (Ed.), Goal concepts in personality and social psychology (pp. 169–210). Hillsdale: Lawrence Erlbaum Associates.
go back to reference Wright, R. A., & Kirby, L. D. (2001). Effort determination of cardiovascular response: An integrative analysis with applications in social psychology. In M. P. Zanna (Ed.), Advances in experimental social psychology (pp. 255–307). San Diego: Academic Press, Inc. Wright, R. A., & Kirby, L. D. (2001). Effort determination of cardiovascular response: An integrative analysis with applications in social psychology. In M. P. Zanna (Ed.), Advances in experimental social psychology (pp. 255–307). San Diego: Academic Press, Inc.
go back to reference Zipf, G. K. (1949). Human behavior and the principle of least effort. Cambridge: Addison-Wesley Press. Zipf, G. K. (1949). Human behavior and the principle of least effort. Cambridge: Addison-Wesley Press.
Metagegevens
Titel
Anticipation of cognitive demand during decision-making
Auteurs
Matthew M. Botvinick
Zev B. Rosen
Publicatiedatum
01-11-2009
Uitgeverij
Springer-Verlag
Gepubliceerd in
Psychological Research / Uitgave 6/2009
Print ISSN: 0340-0727
Elektronisch ISSN: 1430-2772
DOI
https://doi.org/10.1007/s00426-008-0197-8

Andere artikelen Uitgave 6/2009

Psychological Research 6/2009 Naar de uitgave