PT  - JOURNAL ARTICLE
AU  - Daniel Linares
AU  - David Aguilar-Lleyda
AU  - Joan López-Moliner
TI  - Decoupling sensory from decisional choice biases in perceptual decision making
AID  - 10.1101/062380
DP  - 2018 Jan 01
TA  - bioRxiv
PG  - 062380
4099  - http://biorxiv.org/content/early/2018/11/28/062380.short
4100  - http://biorxiv.org/content/early/2018/11/28/062380.full
AB  - The contribution of sensory and decisional processes to perceptual decision making is still unclear, even in simple perceptual tasks. When a decision maker needs to select an action from a set of balanced alternatives, any tendency to choose one alternative more often− choice bias−is consistent with a bias in the sensory evidence, but also with a preference to select that alternative independently of the sensory evidence. To decouple sensory from decisional biases, here we asked humans to perform a simple perceptual discrimination task with two symmetric alternatives under two different task instructions. The instructions varied the response mapping between perception and the category of the alternatives. In two experiments, we found that 30 out of 32 participants exhibited sensory biases and 15 decisional biases. The decisional biases were consistent with a criterion change in a simple signal detection theory model. Perceptual decision making, thus, even in simple scenarios, is affected by sensory and decisional choice biases.