Cargando…

Probability and magnitude evaluation in schizophrenia

Alterations in reinforcement learning and decision making in schizophrenia have been linked with orbitofrontal cortex (OFC) dysfunction, a region critical for weighing reward magnitude in the calculation of expected value (EV). However, much of this work has used complex tasks that require combined...

Descripción completa

Detalles Bibliográficos
Autores principales: Albrecht, Matthew A., Waltz, James A., Frank, Michael J., Gold, James M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5514296/
https://www.ncbi.nlm.nih.gov/pubmed/28740816
http://dx.doi.org/10.1016/j.scog.2016.06.003
_version_ 1783250817901395968
author Albrecht, Matthew A.
Waltz, James A.
Frank, Michael J.
Gold, James M.
author_facet Albrecht, Matthew A.
Waltz, James A.
Frank, Michael J.
Gold, James M.
author_sort Albrecht, Matthew A.
collection PubMed
description Alterations in reinforcement learning and decision making in schizophrenia have been linked with orbitofrontal cortex (OFC) dysfunction, a region critical for weighing reward magnitude in the calculation of expected value (EV). However, much of this work has used complex tasks that require combined learning and EV calculation. Here we used a simple “Roulette” task that examined the calculation of EV directly through a combination of text and/or pictorial representation of reward probability and magnitude. Forty-four people with schizophrenia and 30 controls were recruited. Patients were less sensitive to adjustments in a parameter combining probability and magnitude into one EV construct. Breaking down the construct into independent contributions of probability and magnitude, we found that negative symptoms were associated with magnitude sensitivity. This is consistent with the hypothesized role of OFC in actively representing magnitude and the notion that negative symptoms may involve a failure to appropriately estimate and use future reward magnitude to guide decision making.
format Online
Article
Text
id pubmed-5514296
institution National Center for Biotechnology Information
language English
publishDate 2016
publisher Elsevier
record_format MEDLINE/PubMed
spelling pubmed-55142962017-07-24 Probability and magnitude evaluation in schizophrenia Albrecht, Matthew A. Waltz, James A. Frank, Michael J. Gold, James M. Schizophr Res Cogn Article Alterations in reinforcement learning and decision making in schizophrenia have been linked with orbitofrontal cortex (OFC) dysfunction, a region critical for weighing reward magnitude in the calculation of expected value (EV). However, much of this work has used complex tasks that require combined learning and EV calculation. Here we used a simple “Roulette” task that examined the calculation of EV directly through a combination of text and/or pictorial representation of reward probability and magnitude. Forty-four people with schizophrenia and 30 controls were recruited. Patients were less sensitive to adjustments in a parameter combining probability and magnitude into one EV construct. Breaking down the construct into independent contributions of probability and magnitude, we found that negative symptoms were associated with magnitude sensitivity. This is consistent with the hypothesized role of OFC in actively representing magnitude and the notion that negative symptoms may involve a failure to appropriately estimate and use future reward magnitude to guide decision making. Elsevier 2016-07-20 /pmc/articles/PMC5514296/ /pubmed/28740816 http://dx.doi.org/10.1016/j.scog.2016.06.003 Text en © 2016 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Article
Albrecht, Matthew A.
Waltz, James A.
Frank, Michael J.
Gold, James M.
Probability and magnitude evaluation in schizophrenia
title Probability and magnitude evaluation in schizophrenia
title_full Probability and magnitude evaluation in schizophrenia
title_fullStr Probability and magnitude evaluation in schizophrenia
title_full_unstemmed Probability and magnitude evaluation in schizophrenia
title_short Probability and magnitude evaluation in schizophrenia
title_sort probability and magnitude evaluation in schizophrenia
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5514296/
https://www.ncbi.nlm.nih.gov/pubmed/28740816
http://dx.doi.org/10.1016/j.scog.2016.06.003
work_keys_str_mv AT albrechtmatthewa probabilityandmagnitudeevaluationinschizophrenia
AT waltzjamesa probabilityandmagnitudeevaluationinschizophrenia
AT frankmichaelj probabilityandmagnitudeevaluationinschizophrenia
AT goldjamesm probabilityandmagnitudeevaluationinschizophrenia