Literature DB >> 20797838

General functioning predicts reward and punishment learning in schizophrenia.

Zsuzsanna Somlai1, Ahmed A Moustafa, Szabolcs Kéri, Catherine E Myers, Mark A Gluck.   

Abstract

Previous studies investigating feedback-driven reinforcement learning in patients with schizophrenia have provided mixed results. In this study, we explored the clinical predictors of reward and punishment learning using a probabilistic classification learning task. Patients with schizophrenia (n=40) performed similarly to healthy controls (n=30) on the classification learning task. However, more severe negative and general symptoms were associated with lower reward-learning performance, whereas poorer general psychosocial functioning was correlated with both lower reward- and punishment-learning performances. Multiple linear regression analyses indicated that general psychosocial functioning was the only significant predictor of reinforcement learning performance when education, antipsychotic dose, and positive, negative and general symptoms were included in the analysis. These results suggest a close relationship between reinforcement learning and general psychosocial functioning in schizophrenia. Published by Elsevier B.V.

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Year:  2010        PMID: 20797838     DOI: 10.1016/j.schres.2010.07.028

Source DB:  PubMed          Journal:  Schizophr Res        ISSN: 0920-9964            Impact factor:   4.939


  20 in total

1.  Explicit and implicit reinforcement learning across the psychosis spectrum.

Authors:  Deanna M Barch; Cameron S Carter; James M Gold; Sheri L Johnson; Ann M Kring; Angus W MacDonald; Diego A Pizzagalli; J Daniel Ragland; Steven M Silverstein; Milton E Strauss
Journal:  J Abnorm Psychol       Date:  2017-04-13

2.  Deficits in reinforcement learning but no link to apathy in patients with schizophrenia.

Authors:  Matthias N Hartmann-Riemer; Steffen Aschenbrenner; Magdalena Bossert; Celina Westermann; Erich Seifritz; Philippe N Tobler; Matthias Weisbrod; Stefan Kaiser
Journal:  Sci Rep       Date:  2017-01-10       Impact factor: 4.379

3.  Reduced susceptibility to confirmation bias in schizophrenia.

Authors:  Bradley B Doll; James A Waltz; Jeffrey Cockburn; Jaime K Brown; Michael J Frank; James M Gold
Journal:  Cogn Affect Behav Neurosci       Date:  2014-06       Impact factor: 3.282

4.  Mild Reinforcement Learning Deficits in Patients With First-Episode Psychosis.

Authors:  Wing Chung Chang; James A Waltz; James M Gold; Tracey Chi Wan Chan; Eric Yu Hai Chen
Journal:  Schizophr Bull       Date:  2016-05-13       Impact factor: 9.306

5.  Working memory contributions to reinforcement learning impairments in schizophrenia.

Authors:  Anne G E Collins; Jaime K Brown; James M Gold; James A Waltz; Michael J Frank
Journal:  J Neurosci       Date:  2014-10-08       Impact factor: 6.167

6.  Probabilistic reward- and punishment-based learning in opioid addiction: Experimental and computational data.

Authors:  Catherine E Myers; Jony Sheynin; Tarryn Balsdon; Andre Luzardo; Kevin D Beck; Lee Hogarth; Paul Haber; Ahmed A Moustafa
Journal:  Behav Brain Res       Date:  2015-09-14       Impact factor: 3.332

7.  Identifying cognitive remediation change through computational modelling--effects on reinforcement learning in schizophrenia.

Authors:  Matteo Cella; Anthony J Bishara; Evelina Medin; Sarah Swan; Clare Reeder; Til Wykes
Journal:  Schizophr Bull       Date:  2013-11-09       Impact factor: 9.306

8.  Reinforcement learning deficits in people with schizophrenia persist after extended trials.

Authors:  David C Cicero; Elizabeth A Martin; Theresa M Becker; John G Kerns
Journal:  Psychiatry Res       Date:  2014-08-15       Impact factor: 3.222

9.  Differential sensitivity to learning from positive and negative outcomes in cocaine users.

Authors:  Justin C Strickland; B Levi Bolin; Joshua A Lile; Craig R Rush; William W Stoops
Journal:  Drug Alcohol Depend       Date:  2016-06-27       Impact factor: 4.492

Review 10.  A Transdiagnostic Review of Negative Symptom Phenomenology and Etiology.

Authors:  Gregory P Strauss; Alex S Cohen
Journal:  Schizophr Bull       Date:  2017-07-01       Impact factor: 9.306

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