Affective decision making under uncertainty during a plausible aviation task: An fMRI study

In aeronautics, plan continuation error (PCE) represents failure to revise a flight plan despite emerging evidence suggesting that it is no longer safe. Assuming that PCE may be associated with a shift from cold to hot reasoning, we hypothesized that this transition may result from a large range of strong negative emotional influences linked with the decision to abort a landing and circle for a repeat attempt, referred to as a "go-around". We investigated this hypothesis by combining functional neuroimaging with an ecologically valid aviation task performed under contextual variation in incentive and situational uncertainty. Our goal was to identify regional brain activity related to the sorts of conservative or liberal decision-making strategies engaged when participants were both exposed to a financial payoff matrix constructed to bias responses in favor of landing acceptance, while they were simultaneously experiencing maximum levels of uncertainty related to high levels of stimulus ambiguity. Combined with the observed behavioral outcomes, our neuroimaging results revealed a shift from cold to hot decision making in response to high uncertainty when participants were exposed to the financial incentive. Most notably, while we observed activity increases in response to uncertainty in many frontal regions such as dorsolateral prefrontal cortex (DLPFC) and anterior cingulate cortex (ACC), less overall activity was observed when the reward was combined with uncertainty. Moreover, participants with poor decision making, quantified as a lower discriminability index d', exhibited riskier behavior coupled with lower activity in the right DLPFC. These outcomes suggest a disruptive effect of biased financial incentive and high uncertainty on the rational decision-making neural network, and consequently, on decision relevance.

[1]  Manfred Schedlowski,et al.  Acute Psychological Stress , 1999 .

[2]  Sylvan Kornblum,et al.  Changes in medial cortical blood flow with a stimulus-response compatibility task , 1994, Neuropsychologia.

[3]  Martial Van der Linden,et al.  Neural correlates of “hot” and “cold” emotional processing: a multilevel approach to the functional anatomy of emotion , 2003, NeuroImage.

[4]  Nadine B. Sarter,et al.  Neuroergonomics: Opportunities and challenges of merging cognitive neuroscience with cognitive ergonomics , 2003 .

[5]  Masa-aki Sato,et al.  Dynamic Visuomotor Transformation Involved with Remote Flying of a Plane Utilizes the ‘Mirror Neuron’ System , 2012, PloS one.

[6]  Quinn Kennedy,et al.  The impact of brain size on pilot performance varies with aviation training and years of education , 2010, Journal of the International Neuropsychological Society.

[7]  M. Kringelbach The human orbitofrontal cortex: linking reward to hedonic experience , 2005, Nature Reviews Neuroscience.

[8]  H. Critchley,et al.  A common role of insula in feelings, empathy and uncertainty , 2009, Trends in Cognitive Sciences.

[9]  E S Barratt,et al.  Psychometric properties of an Italian version of the Barratt Impulsiveness Scale-11 (BIS-11) in nonclinical subjects. , 2001, Journal of clinical psychology.

[10]  R. C. Oldfield The assessment and analysis of handedness: the Edinburgh inventory. , 1971, Neuropsychologia.

[11]  Chiang-shan Ray Li,et al.  Neural correlates of speeded as compared with delayed responses in a stop signal task: an indirect analog of risk taking and association with an anxiety trait. , 2009, Cerebral cortex.

[12]  G. Fricchione Descartes’ Error: Emotion, Reason and the Human Brain , 1995 .

[13]  E. Vul,et al.  Begging the Question: The Nonindependence Error in fMRI Data Analysis , 2010 .

[14]  Mickaël Causse,et al.  Executive Functions and Pilot Characteristics Predict Flight Simulator Performance in General Aviation Pilots , 2011 .

[15]  M. George,et al.  Are individual differences in fatigue vulnerability related to baseline differences in cortical activation? , 2005, Behavioral neuroscience.

[16]  H. Garavan,et al.  Dissociable Executive Functions in the Dynamic Control of Behavior: Inhibition, Error Detection, and Correction , 2002, NeuroImage.

[17]  A. Tversky,et al.  Prospect theory: analysis of decision under risk , 1979 .

[18]  Jean-Luc Anton,et al.  Region of interest analysis using an SPM toolbox , 2010 .

[19]  E. Salas,et al.  Linking Expertise and Naturalistic Decision Making , 2001 .

[20]  Mickaël Causse,et al.  Cognitive aging and flight performances in general aviation pilots , 2011, Neuropsychology, development, and cognition. Section B, Aging, neuropsychology and cognition.

[21]  A. Tversky,et al.  Prospect theory: an analysis of decision under risk — Source link , 2007 .

[22]  Lorena R. R. Gianotti,et al.  Disruption of Right Prefrontal Cortex by Low-Frequency Repetitive Transcranial Magnetic Stimulation Induces Risk-Taking Behavior , 2006, The Journal of Neuroscience.

[23]  Gilles Pourtois,et al.  Effects of attentional load on early visual processing depend on stimulus timing , 2012, Human brain mapping.

[24]  J L Lancaster,et al.  Automated Talairach Atlas labels for functional brain mapping , 2000, Human brain mapping.

[25]  Paul J. Laurienti,et al.  An automated method for neuroanatomic and cytoarchitectonic atlas-based interrogation of fMRI data sets , 2003, NeuroImage.

[26]  Michael J. Martinez,et al.  Bias between MNI and Talairach coordinates analyzed using the ICBM‐152 brain template , 2007, Human brain mapping.

[27]  D Le Bihan,et al.  Functional magnetic resonance imaging of mental strategy in a simulated aviation performance task. , 2000, Aviation, space, and environmental medicine.

[28]  Oliver T. Wolf,et al.  Psychosocial stress induces working memory impairments in an n-back paradigm , 2008, Psychoneuroendocrinology.

[29]  S. Hillyard,et al.  Involvement of striate and extrastriate visual cortical areas in spatial attention , 1999, Nature Neuroscience.

[30]  Hasan Ayaz,et al.  Optical brain monitoring for operator training and mental workload assessment , 2012, NeuroImage.

[31]  Juliana Goh,et al.  Human factors analysis of accidents involving visual flight rules flight into adverse weather. , 2002, Aviation, space, and environmental medicine.

[32]  K. Luan Phan,et al.  A functional neuroimaging study of motivation and executive function , 2004, NeuroImage.

[33]  N. Kanwisher,et al.  Begging the Question: The Nonindependence Error in fMRI Data Analysis , 2010 .

[34]  B. Vogt,et al.  Pain and Stroop interference tasks activate separate processing modules in anterior cingulate cortex , 1998, Experimental Brain Research.

[35]  M. Posner,et al.  Cognitive and emotional influences in anterior cingulate cortex , 2000, Trends in Cognitive Sciences.

[36]  Á. Pascual-Leone,et al.  Behavioral / Systems / Cognitive Activation of Prefrontal Cortex by Transcranial Direct Current Stimulation Reduces Appetite for Risk during Ambiguous Decision Making , 2007 .

[37]  Vinod Goel,et al.  Reciprocal neural response within lateral and ventral medial prefrontal cortex during hot and cold reasoning , 2003, NeuroImage.

[38]  A. Damasio,et al.  Emotion, decision making and the orbitofrontal cortex. , 2000, Cerebral cortex.

[39]  Irwin P. Levin,et al.  The effects of insula damage on decision-making for risky gains and losses , 2009, Social neuroscience.

[40]  D. Sheehan,et al.  The Mini-International Neuropsychiatric Interview (M.I.N.I.): the development and validation of a structured diagnostic psychiatric interview for DSM-IV and ICD-10. , 1998, The Journal of clinical psychiatry.

[41]  Jean Decety,et al.  Feature uncertainty activates anterior cingulate cortex , 2004, Human brain mapping.

[42]  Lucia Melloni,et al.  Interaction between bottom-up saliency and top-down control: how saliency maps are created in the human brain. , 2012, Cerebral cortex.

[43]  Jodi D. Edwards,et al.  Cue-Induced Brain Activity in Pathological Gamblers , 2005, Biological Psychiatry.

[44]  K. Berman,et al.  Cerebral Cortex doi:10.1093/cercor/bhj004 Neural Coding of Distinct Statistical Properties of Reward Information in Humans , 2005 .

[45]  Mickaël Causse,et al.  Reward and Uncertainty Favor Risky Decision-Making in Pilots: Evidence from Cardiovascular and Oculometric Measurements , 2011, Applied psychophysiology and biofeedback.

[46]  S. Rauch,et al.  The counting stroop: An interference task specialized for functional neuroimaging—validation study with functional MRI , 1998, Human brain mapping.

[47]  Hugo D. Critchley,et al.  Activity in the human brain predicting differential heart rate responses to emotional facial expressions , 2005, NeuroImage.

[48]  David O'Hare,et al.  'Pressing On' Into Deteriorating Conditions: An Application of Behavioral Decision Theory to Pilot Decision Making , 1995 .

[49]  J. O'Doherty,et al.  Regret and its avoidance: a neuroimaging study of choice behavior , 2005, Nature Neuroscience.

[50]  D A Rhoda,et al.  ASSESSMENT OF THUNDERSTORM PENETRATIONS AND DEVIATIONS BY COMMERCIAL AIRCRAFT IN THE TERMINAL AREA , 1999 .

[51]  Hasan Ayaz,et al.  Optical Brain Imaging to Enhance UAV Operator Training, Evaluation, and Interface Development , 2011, J. Intell. Robotic Syst..

[52]  Bor-Shong Liu,et al.  Inflight workload assessment: comparison of subjective and physiological measurements. , 2003, Aviation, space, and environmental medicine.

[53]  Raja Parasuraman,et al.  Neuroergonomics: Research and practice , 2003 .

[54]  C. Carter,et al.  Anterior cingulate cortex and conflict detection: An update of theory and data , 2007, Cognitive, affective & behavioral neuroscience.

[55]  G. Fernández,et al.  Acute Psychological Stress Reduces Working Memory-Related Activity in the Dorsolateral Prefrontal Cortex , 2009, Biological Psychiatry.

[56]  J. Orasanu,et al.  Cognitive and contextual factors in aviation accidents: Decision errors. , 2001 .

[57]  Rieko Osu,et al.  Neural correlates of resolving uncertainty in driver's decision making , 2009, Human brain mapping.

[58]  S. Floresco,et al.  Separate Prefrontal-Subcortical Circuits Mediate Different Components of Risk-Based Decision Making , 2012, The Journal of Neuroscience.

[59]  M. Platt,et al.  Risky business: the neuroeconomics of decision making under uncertainty , 2008, Nature Neuroscience.