Differentiating between integration and non-integration strategies in perceptual decision making

perceptual decisions Male 0301 basic medicine QH301-705.5 Science evidence accumulation Decision Making Motion Perception decision making neuroscience Motion 03 medical and health sciences Discrimination, Psychological Clinical Research Behavioral and Social Science Discrimination Humans human Biology (General) 0303 health sciences Q Neurosciences R Brain Brain Disorders behavioral modeling Psychological Medicine Female Biochemistry and Cell Biology Neuroscience
DOI: 10.7554/elife.55365 Publication Date: 2020-04-27T17:01:00Z
ABSTRACT
Many tasks used to study decision-making encourage subjects to integrate evidence over time. Such tasks are useful to understand how the brain operates on multiple samples of information over prolonged timescales, but only if subjects actually integrate evidence to form their decisions. We explored the behavioral observations that corroborate evidence-integration in a number of task-designs. Several commonly accepted signs of integration were also predicted by non-integration strategies. Furthermore, an integration model could fit data generated by non-integration models. We identified the features of non-integration models that allowed them to mimic integration and used these insights to design a motion discrimination task that disentangled the models. In human subjects performing the task, we falsified a non-integration strategy in each and confirmed prolonged integration in all but one subject. The findings illustrate the difficulty of identifying a decision-maker’s strategy and support solutions to achieve this goal.
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