Saturday, 4 March 2017

Notes on “The influence of contextual reward statistics on risk preference" (by Rigoli, F; Rutledge, RB; Dayan, P; Dolan, RJ)

The influence of contextual reward statistics on risk preference 
Rigoli, F; Rutledge, RB; Dayan, P; Dolan, RJ 
Neuroimage , 128 pp. 74-84. (2016) 
2016-03

Context dramatically affects value-based choice

ventral tegmental area/substantia nigra VTA/SN
ventral striatum VST
reward prediction error RPE

Previous observations have shown that the degree of behavioural loss aversion is connected with the individual strength of VST activation for gains compared to losses

Substantial evidence implicates the anterior insula in representing stimulus salience as activity in this region can increase for both reward and punishment

"In sum, our findings show that choice behaviour adapts to the temporal contextual reward distribution and that VTA/SN response is linked with this adaptation process. This is in line with evidence that human preferences are often inconsistent across situations, but at the same time suggests such inconsistencies might be adaptive to environmental demands. This raises an intriguing possibility that syndromes characterized by dysfunctional decision-making, such as drug abuse and mood and anxiety disorders, might be linked to impairments in adapting choice strategies to context."


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