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PMID: 18189009 Published · ppublish English Journal Article Research Support, N.I.H., Extramural Review

Conflict monitoring and decision making: reconciling two perspectives on anterior cingulate function.

Cognitive, affective & behavioral neuroscience ·Vol. 7 ·No. 4 ·2007-12-00 ·Pages 356-66

Botvinick MM

Abstract

According to one influential account, the anterior cingulate cortex (ACC) serves to monitor for conflicts in information processing. According to another influential account, the ACC monitors action outcomes and guides decision making. Both of these perspectives are supported by an abundance of data, making it untenable to reject one view in favor of the other. Instead, the apparent challenge is to discover how the two perspectives might fit together within a larger account. In the present article, we consider the prospects for such a reconciliation. Juxtaposing the conflict-monitoring and decision-making accounts suggests an extension of the conflict-monitoring theory, by which conflict would act as a teaching signal driving a form of avoidance learning. The effect of this mechanism would be to bias behavioral decision making toward cognitively efficient tasks and strategies. We discuss evidence favoring this proposal and present an initial computational model, which lays the foundation for further development.

MeSH Terms
Animals Avoidance Learning/physiology Cognition/physiology Conflict, Psychological Decision Making/physiology Humans Prefrontal Cortex/physiology Self Concept
Authors & Affiliations
1 authors, click to expand affiliations / ORCID
Botvinick Mattew M
Psychology Department, Princeton University, Princeton, New Jersey 08540, USA. matthewb@princeton.edu
References (95)
95 references, click to expand
  1. Control over location-based response activation in the Simon task: behavioral and electrophysiological evidence.
    J Exp Psychol Hum Percept Perform. 2002 Dec;28(6):1345-63 PMID: 12542132
  2. Error-likelihood prediction in the medial frontal cortex: a critical evaluation.
    Cereb Cortex. 2007 Jul;17(7):1570-81 PMID: 16956979
  3. Congruency sequence effects and cognitive control.
    Cogn Affect Behav Neurosci. 2007 Dec;7(4):380-90 PMID: 18189011
  4. Anterior cingulate cortex, error detection, and the online monitoring of performance.
    Science. 1998 May 1;280(5364):747-9 PMID: 9563953
  5. Conflict adaptation effects in the absence of executive control.
    Nat Neurosci. 2003 May;6(5):450-2 PMID: 12704394
  6. The neural bases of strategy and skill in sentence-picture verification.
    Cogn Psychol. 2000 Jun;40(4):261-95 PMID: 10888341
  7. Local cooling of pre-frontal cortex induces pacemaker-like firing of dopamine neurons in rat ventral tegmental area in vivo.
    Acta Physiol Scand. 1989 May;136(1):135-6 PMID: 2773655
  8. Glutamatergic activation of anterior cingulate cortex produces an aversive teaching signal.
    Nat Neurosci. 2004 Apr;7(4):398-403 PMID: 15004562
  9. The effect of preceding context on inhibition: an event-related fMRI study.
    Neuroimage. 2002 Jun;16(2):449-53 PMID: 12030830
  10. Is avoiding an aversive outcome rewarding? Neural substrates of avoidance learning in the human brain.
    PLoS Biol. 2006 Jul;4(8):e233 PMID: 16802856
  11. An integrative theory of locus coeruleus-norepinephrine function: adaptive gain and optimal performance.
    Annu Rev Neurosci. 2005;28:403-50 PMID: 16022602
  12. Performance monitoring by the supplementary eye field.
    Nature. 2000 Dec 14;408(6814):857-60 PMID: 11130724
  13. Event-related brain potentials following incorrect feedback in a time-estimation task: evidence for a "generic" neural system for error detection.
    J Cogn Neurosci. 1997 Nov;9(6):788-98 PMID: 23964600
  14. Human anterior cingulate cortex neurons modulated by attention-demanding tasks.
    J Neurophysiol. 2000 Jun;83(6):3575-7 PMID: 10848573
  15. An event-related fMRI study of overt and covert word stem completion.
    Neuroimage. 2001 Jul;14(1 Pt 1):182-93 PMID: 11525327
  16. Does rejection hurt? An FMRI study of social exclusion.
    Science. 2003 Oct 10;302(5643):290-2 PMID: 14551436
  17. The basal ganglia and cortex implement optimal decision making between alternative actions.
    Neural Comput. 2007 Feb;19(2):442-77 PMID: 17206871
  18. Anterior cingulate conflict monitoring and adjustments in control.
    Science. 2004 Feb 13;303(5660):1023-6 PMID: 14963333
  19. Dorsal anterior cingulate cortex: a role in reward-based decision making.
    Proc Natl Acad Sci U S A. 2002 Jan 8;99(1):523-8 PMID: 11756669
  20. ERP components on reaction errors and their functional significance: a tutorial.
    Biol Psychol. 2000 Jan;51(2-3):87-107 PMID: 10686361
  21. Willed action and the prefrontal cortex in man: a study with PET.
    Proc Biol Sci. 1991 Jun 22;244(1311):241-6 PMID: 1679944
  22. Least effort and the origins of scaling in human language.
    Proc Natl Acad Sci U S A. 2003 Feb 4;100(3):788-91 PMID: 12540826
  23. Conflict monitoring and anterior cingulate cortex: an update.
    Trends Cogn Sci. 2004 Dec;8(12):539-46 PMID: 15556023
  24. Uniform inhibition of dopamine neurons in the ventral tegmental area by aversive stimuli.
    Science. 2004 Mar 26;303(5666):2040-2 PMID: 15044807
  25. Neuronal activity in macaque SEF and ACC during performance of tasks involving conflict.
    J Neurophysiol. 2005 Feb;93(2):884-908 PMID: 15295008
  26. Functional specialization within medial frontal cortex of the anterior cingulate for evaluating effort-related decisions.
    J Neurosci. 2003 Jul 23;23(16):6475-9 PMID: 12878688
  27. Burst firing induced in midbrain dopamine neurons by stimulation of the medial prefrontal and anterior cingulate cortices.
    Brain Res. 1988 Oct 11;462(1):194-8 PMID: 3179734
  28. Risk prediction and aversion by anterior cingulate cortex.
    Cogn Affect Behav Neurosci. 2007 Dec;7(4):266-77 PMID: 18189000
  29. Selection, integration, and conflict monitoring; assessing the nature and generality of prefrontal cognitive control mechanisms.
    Neuron. 2004 Feb 5;41(3):473-87 PMID: 14766185
  30. The role of the medial frontal cortex in cognitive control.
    Science. 2004 Oct 15;306(5695):443-7 PMID: 15486290
  31. Role of the human medial frontal cortex in task switching: a combined fMRI and TMS study.
    J Neurophysiol. 2002 May;87(5):2577-92 PMID: 11976394
  32. Dynamic dopamine modulation in the basal ganglia: a neurocomputational account of cognitive deficits in medicated and nonmedicated Parkinsonism.
    J Cogn Neurosci. 2005 Jan;17(1):51-72 PMID: 15701239
  33. The influence of work on behavior.
    Psychol Bull. 1948 Jan;45(1):1-40 PMID: 18911955
  34. Anterior cingulate cortex and response conflict: effects of response modality and processing domain.
    Cereb Cortex. 2001 Sep;11(9):837-48 PMID: 11532889
  35. Human anterior cingulate cortex neurons encode cognitive and emotional demands.
    J Neurosci. 2005 Sep 14;25(37):8402-6 PMID: 16162922
  36. Errors without conflict: implications for performance monitoring theories of anterior cingulate cortex.
    Brain Cogn. 2004 Nov;56(2):267-76 PMID: 15518940
  37. Task-switching and long-term priming: role of episodic stimulus-task bindings in task-shift costs.
    Cogn Psychol. 2003 Jun;46(4):361-413 PMID: 12809680
  38. Neural activation during response competition.
    J Cogn Neurosci. 2000;12 Suppl 2:118-29 PMID: 11506652
  39. Electrophysiological responses to errors and feedback in the process of action regulation.
    Psychol Sci. 2003 Jan;14(1):47-53 PMID: 12564753
  40. The anterior cingulate and reward-guided selection of actions.
    J Neurophysiol. 2003 Feb;89(2):1161-4 PMID: 12574489
  41. Stimulation of prefrontal cortex at physiologically relevant frequencies inhibits dopamine release in the nucleus accumbens.
    J Neurochem. 2001 Aug;78(4):920-3 PMID: 11520912
  42. Prefrontal cortex regulates burst firing and transmitter release in rat mesolimbic dopamine neurons studied in vivo.
    Neurosci Lett. 1993 Jul 9;157(1):53-6 PMID: 7901810
  43. An event-related functional MRI study comparing interference effects in the Simon and Stroop tasks.
    Brain Res Cogn Brain Res. 2002 May;13(3):427-40 PMID: 11919006
  44. Weighing up the benefits of work: behavioral and neural analyses of effort-related decision making.
    Neural Netw. 2006 Oct;19(8):1302-14 PMID: 16949252
  45. The regulation of cognitive control following rostral anterior cingulate cortex lesion in humans.
    J Cogn Neurosci. 2007 Feb;19(2):275-86 PMID: 17280516
  46. The conflict adaptation effect: it's not just priming.
    Cogn Affect Behav Neurosci. 2005 Dec;5(4):467-72 PMID: 16541815
  47. An integrative theory of prefrontal cortex function.
    Annu Rev Neurosci. 2001;24:167-202 PMID: 11283309
  48. Conflict monitoring and cognitive control.
    Psychol Rev. 2001 Jul;108(3):624-52 PMID: 11488380
  49. Hold your horses: a dynamic computational role for the subthalamic nucleus in decision making.
    Neural Netw. 2006 Oct;19(8):1120-36 PMID: 16945502
  50. Failure to respond autonomically to anticipated future outcomes following damage to prefrontal cortex.
    Cereb Cortex. 1996 Mar-Apr;6(2):215-25 PMID: 8670652
  51. A computational model of anterior cingulate function in speeded response tasks: effects of frequency, sequence, and conflict.
    Cogn Affect Behav Neurosci. 2002 Dec;2(4):300-17 PMID: 12641175
  52. The Triune Brain in Evolution. Role in Paleocerebral Functions. Paul D. MacLean. Plenum, New York, 1990. xxiv, 672 pp., illus. $75.
    Science. 1990 Oct 12;250(4978):303-5 PMID: 17797318
  53. A functional magnetic resonance imaging study of local/global processing with stimulus presentation in the peripheral visual hemifields.
    Neuroscience. 2004;124(1):113-20 PMID: 14960344
  54. Brain mechanisms of pain affect and pain modulation.
    Curr Opin Neurobiol. 2002 Apr;12 (2):195-204 PMID: 12015237
  55. The neural basis of human error processing: reinforcement learning, dopamine, and the error-related negativity.
    Psychol Rev. 2002 Oct;109 (4):679-709 PMID: 12374324
  56. Independent coding of reward magnitude and valence in the human brain.
    J Neurosci. 2004 Jul 14;24(28):6258-64 PMID: 15254080
  57. Parametric manipulation of conflict and response competition using rapid mixed-trial event-related fMRI.
    Neuroimage. 2003 Dec;20(4):2135-41 PMID: 14683717
  58. Empathy for pain involves the affective but not sensory components of pain.
    Science. 2004 Feb 20;303(5661):1157-62 PMID: 14976305
  59. A cortical network for directed attention and unilateral neglect.
    Ann Neurol. 1981 Oct;10(4):309-25 PMID: 7032417
  60. Cognition and medial frontal cortex in health and disease.
    Curr Opin Neurol. 2006 Dec;19(6):586-92 PMID: 17102698
  61. Performance monitoring by the anterior cingulate cortex during saccade countermanding.
    Science. 2003 Oct 3;302(5642):120-2 PMID: 14526085
  62. Role of the human anterior cingulate cortex in the control of oculomotor, manual, and speech responses: a positron emission tomography study.
    J Neurophysiol. 1993 Aug;70(2):453-69 PMID: 8410148
  63. Viewing facial expressions of pain engages cortical areas involved in the direct experience of pain.
    Neuroimage. 2005 Mar;25(1):312-9 PMID: 15734365
  64. Task switching: a PDP model.
    Cogn Psychol. 2002 May;44(3):297-337 PMID: 11971634
  65. Error-related negativity predicts reinforcement learning and conflict biases.
    Neuron. 2005 Aug 18;47(4):495-501 PMID: 16102533
  66. The role of rat medial frontal cortex in effort-based decision making.
    J Neurosci. 2002 Dec 15;22(24):10996-1003 PMID: 12486195
  67. The medial frontal cortex and the rapid processing of monetary gains and losses.
    Science. 2002 Mar 22;295(5563):2279-82 PMID: 11910116
  68. Sensitivity of electrophysiological activity from medial frontal cortex to utilitarian and performance feedback.
    Cereb Cortex. 2004 Jul;14(7):741-7 PMID: 15054053
  69. Anterior cingulate cortex and response conflict: effects of frequency, inhibition and errors.
    Cereb Cortex. 2001 Sep;11(9):825-36 PMID: 11532888
  70. The neural basis of error detection: conflict monitoring and the error-related negativity.
    Psychol Rev. 2004 Oct;111(4):931-59 PMID: 15482068
  71. Task switching.
    Trends Cogn Sci. 2003 Mar;7(3):134-140 PMID: 12639695
  72. Error processing and the rostral anterior cingulate: an event-related fMRI study.
    Psychophysiology. 2000 Mar;37(2):216-23 PMID: 10731771
  73. Dissociation of response conflict, attentional selection, and expectancy with functional magnetic resonance imaging.
    Proc Natl Acad Sci U S A. 2000 Jul 18;97(15):8728-33 PMID: 10900023
  74. On the control of automatic processes: a parallel distributed processing account of the Stroop effect.
    Psychol Rev. 1990 Jul;97(3):332-61 PMID: 2200075
  75. Anterior cingulate and the monitoriing of response conflict: evidence from an fMRI study of overt verb generation.
    J Cogn Neurosci. 2000 Mar;12(2):298-309 PMID: 10771413
  76. Dorsal anterior cingulate cortex shows fMRI response to internal and external error signals.
    Nat Neurosci. 2004 May;7(5):497-8 PMID: 15097995
  77. Anterior cingulate error-related activity is modulated by predicted reward.
    Eur J Neurosci. 2005 Jun;21(12):3447-52 PMID: 16026482
  78. Anatomy of a decision: striato-orbitofrontal interactions in reinforcement learning, decision making, and reversal.
    Psychol Rev. 2006 Apr;113(2):300-26 PMID: 16637763
  79. Optimizing the use of information: strategic control of activation of responses.
    J Exp Psychol Gen. 1992 Dec;121(4):480-506 PMID: 1431740
  80. Is anterior cingulate cortex necessary for cognitive control?
    Brain. 2005 Apr;128(Pt 4):788-96 PMID: 15705613
  81. Role of left inferior prefrontal cortex in retrieval of semantic knowledge: a reevaluation.
    Proc Natl Acad Sci U S A. 1997 Dec 23;94(26):14792-7 PMID: 9405692
  82. Stimulation of the prefrontal cortex in the rat induces patterns of activity in midbrain dopaminergic neurons which resemble natural burst events.
    Synapse. 1996 Mar;22(3):195-208 PMID: 9132987
  83. Dissociable contributions of prefrontal and parietal cortices to response selection.
    Neuroimage. 2002 Nov;17(3):1562-71 PMID: 12414294
  84. Anterior cingulate and prefrontal cortex activity in an FMRI study of trial-to-trial adjustments on the Simon task.
    Neuroimage. 2006 Oct 15;33(1):399-405 PMID: 16876434
  85. Neuronal correlates of goal-based motor selection in the prefrontal cortex.
    Science. 2003 Jul 11;301(5630):229-32 PMID: 12855813
  86. Conflict monitoring versus selection-for-action in anterior cingulate cortex.
    Nature. 1999 Nov 11;402(6758):179-81 PMID: 10647008
  87. Learned predictions of error likelihood in the anterior cingulate cortex.
    Science. 2005 Feb 18;307(5712):1118-21 PMID: 15718473
  88. Conflict monitoring in the human anterior cingulate cortex during selective attention to global and local object features.
    Neuroimage. 2003 Aug;19(4):1361-8 PMID: 12948694
  89. Errors in reward prediction are reflected in the event-related brain potential.
    Neuroreport. 2003 Dec 19;14(18):2481-4 PMID: 14663214
  90. Motor response suppression and the prepotent tendency to respond: a parametric fMRI study.
    Neuropsychologia. 2000;38(9):1280-91 PMID: 10865104
  91. Different contributions of the human amygdala and ventromedial prefrontal cortex to decision-making.
    J Neurosci. 1999 Jul 1;19(13):5473-81 PMID: 10377356
  92. Interdimensional interference in the Stroop effect: uncovering the cognitive and neural anatomy of attention.
    Trends Cogn Sci. 2000 Oct 1;4(10):383-391 PMID: 11025281
  93. Dissociating conflict adaptation from feature integration: a multiple regression approach.
    J Exp Psychol Hum Percept Perform. 2007 Oct;33(5):1256-60 PMID: 17924821
  94. Action sets and decisions in the medial frontal cortex.
    Trends Cogn Sci. 2004 Sep;8(9):410-7 PMID: 15350242
  95. Anterior cingulate cortex, conflict monitoring, and levels of processing.
    Neuroimage. 2001 Dec;14(6):1302-8 PMID: 11707086
Article Info
Journal
Cognitive, affective & behavioral neuroscience
Abbr.
Cogn Affect Behav Neurosci
ISSN
1530-7026
Published
2007-12-00
Pages
356-66
Language
English
Region
United States
NLM ID
101083946
Subset
IM
Grants
NIMH NIH HHS · MH062196 · United States
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