title: Elevated depressive symptoms enhance reflexive but not reflective auditory category learning.
abstract: In vision an extensive literature supports the existence of competitive dual-processing systems of category learning that are grounded in neuroscience and are partially-dissociable. The reflective system is prefrontally-mediated and uses working memory and executive attention to develop and test rules for classifying in an explicit fashion. The reflexive system is striatally-mediated and operates by implicitly associating perception with actions that lead to reinforcement. Although categorization is fundamental to auditory processing, little is known about the learning systems that mediate auditory categorization and even less is known about the effects of individual difference in the relative efficiency of the two learning systems. Previous studies have shown that individuals with elevated depressive symptoms show deficits in reflective processing. We exploit this finding to test critical predictions of the dual-learning systems model in audition. Specifically, we examine the extent to which the two systems are dissociable and competitive. We predicted that elevated depressive symptoms would lead to reflective-optimal learning deficits but reflexive-optimal learning advantages. Because natural speech category learning is reflexive in nature, we made the prediction that elevated depressive symptoms would lead to superior speech learning. In support of our predictions, individuals with elevated depressive symptoms showed a deficit in reflective-optimal auditory category learning, but an advantage in reflexive-optimal auditory category learning. In addition, individuals with elevated depressive symptoms showed an advantage in learning a non-native speech category structure. Computational modeling suggested that the elevated depressive symptom advantage was due to faster, more accurate, and more frequent use of reflexive category learning strategies in individuals with elevated depressive symptoms. The implications of this work for dual-process approach to auditory learning and depression are discussed.
authors.affiliation: Department of Psychology, Austin, TX, 78712, USA. Electronic address: maddox@psy.utexas.edu.
authors.forename: W Todd
authors.initials: WT
authors.lastname: Maddox
authors.affiliation: Department of Communication Sciences and Disorders, Austin, TX, 78712, USA. Electronic address: bchandra@austin.utexas.edu.
authors.forename: Bharath
authors.initials: B
authors.lastname: Chandrasekaran
authors.affiliation: Department of Psychology, Austin, TX, 78712, USA. Electronic address: ksmayda@gmail.com.
authors.forename: Kirsten
authors.initials: K
authors.lastname: Smayda
authors.affiliation: Department of Communication Sciences and Disorders, Austin, TX, 78712, USA. Electronic address: han.yi.query@gmail.com.
authors.forename: Han-Gyol
authors.initials: HG
authors.lastname: Yi
authors.affiliation: Department of Psychology, Austin, TX, 78712, USA. Electronic address: skoslov101@gmail.com.
authors.forename: Seth
authors.initials: S
authors.lastname: Koslov
authors.affiliation: Department of Psychology, Austin, TX, 78712, USA. Electronic address: beevers@utexas.edu.
authors.forename: Christopher G
authors.initials: CG
authors.lastname: Beevers
mesh_terms: D000328:Adult; D001288:Attention / Q000502:physiology; D001307:Auditory Perception / Q000502:physiology*; D003863:Depression / Q000503:physiopathology / Q000523:psychology*; D005260:Female; D006801:Humans; D007858:Learning / Q000502:physiology*; D008297:Male; D008570:Memory, Short-Term / Q000502:physiology; D009483:Neuropsychological Tests; D013067:Speech Perception / Q000502:physiology*; D055815:Young Adult
keywords: Auditory category learning; Depressive symptoms; Reflective system; Reflexive system; Speech