Evaluating effect of symptoms heterogeneity on decision‐making ability in obsessive–compulsive disorder
Aims Despite having a univocal definition, obsessive–compulsive disorder (OCD) shows a remarkably phenotypic heterogeneity. The published reports show impaired decision‐making in OCD patients, using tasks such as the Iowa Gambling Task (IGT). We wanted to verify the hypothesis of an IGT worse perfor...
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Published in | Psychiatry and clinical neurosciences Vol. 69; no. 7; pp. 402 - 410 |
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Main Authors | , , , , , , , |
Format | Journal Article |
Language | English |
Published |
Australia
Wiley Subscription Services, Inc
01.07.2015
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Subjects | |
Online Access | Get full text |
ISSN | 1323-1316 1440-1819 1440-1819 |
DOI | 10.1111/pcn.12264 |
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Abstract | Aims
Despite having a univocal definition, obsessive–compulsive disorder (OCD) shows a remarkably phenotypic heterogeneity. The published reports show impaired decision‐making in OCD patients, using tasks such as the Iowa Gambling Task (IGT). We wanted to verify the hypothesis of an IGT worse performance in a large sample of OCD patients and healthy control (HC) subjects and to examine the relation between neuropsychological performance in IGT and the OCD symptoms heterogeneity.
Methods
Binary data from the Yale–Brown Obsessive Compulsive Scale collected on a large sample of OCD patients were analyzed using a multidimensional item response theory model to explore the underlying structure of data, thus revealing latent factors. Factor scores were categorized into quartiles. Then, for each factor, we identified patients respectively with the highest versus lowest score. We evaluated whether symptom dimensions affect the probability of a correct answer over time generalized, during IGT performance, fitting a generalized linear mixed model.
Results
We found a general deficit in ambiguous decision‐making in OCD compared to HC. Moreover, our findings suggested that OCD symptoms heterogeneity affects decision‐making learning abilities during IGT. In fact, while ‘Symmetry’ and ‘Washing’ patients showed a learning curve during the task, other subgroups did not.
Conclusions
Our study confirmed previous findings suggesting that OCD is characterized by a deficit in decision‐making under uncertainty. Moreover, our study gave evidence about biological specificity for each symptom dimension in OCD. Data were discussed in the context of the somatic marker hypothesis, which was hypothesized to be reduced in OCD patients. |
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AbstractList | Aims
Despite having a univocal definition, obsessive–compulsive disorder (OCD) shows a remarkably phenotypic heterogeneity. The published reports show impaired decision‐making in OCD patients, using tasks such as the Iowa Gambling Task (IGT). We wanted to verify the hypothesis of an IGT worse performance in a large sample of OCD patients and healthy control (HC) subjects and to examine the relation between neuropsychological performance in IGT and the OCD symptoms heterogeneity.
Methods
Binary data from the Yale–Brown Obsessive Compulsive Scale collected on a large sample of OCD patients were analyzed using a multidimensional item response theory model to explore the underlying structure of data, thus revealing latent factors. Factor scores were categorized into quartiles. Then, for each factor, we identified patients respectively with the highest versus lowest score. We evaluated whether symptom dimensions affect the probability of a correct answer over time generalized, during IGT performance, fitting a generalized linear mixed model.
Results
We found a general deficit in ambiguous decision‐making in OCD compared to HC. Moreover, our findings suggested that OCD symptoms heterogeneity affects decision‐making learning abilities during IGT. In fact, while ‘Symmetry’ and ‘Washing’ patients showed a learning curve during the task, other subgroups did not.
Conclusions
Our study confirmed previous findings suggesting that OCD is characterized by a deficit in decision‐making under uncertainty. Moreover, our study gave evidence about biological specificity for each symptom dimension in OCD. Data were discussed in the context of the somatic marker hypothesis, which was hypothesized to be reduced in OCD patients. Aims Despite having a univocal definition, obsessive-compulsive disorder (OCD) shows a remarkably phenotypic heterogeneity. The published reports show impaired decision-making in OCD patients, using tasks such as the Iowa Gambling Task (IGT). We wanted to verify the hypothesis of an IGT worse performance in a large sample of OCD patients and healthy control (HC) subjects and to examine the relation between neuropsychological performance in IGT and the OCD symptoms heterogeneity. Methods Binary data from the Yale-Brown Obsessive Compulsive Scale collected on a large sample of OCD patients were analyzed using a multidimensional item response theory model to explore the underlying structure of data, thus revealing latent factors. Factor scores were categorized into quartiles. Then, for each factor, we identified patients respectively with the highest versus lowest score. We evaluated whether symptom dimensions affect the probability of a correct answer over time generalized, during IGT performance, fitting a generalized linear mixed model. Results We found a general deficit in ambiguous decision-making in OCD compared to HC. Moreover, our findings suggested that OCD symptoms heterogeneity affects decision-making learning abilities during IGT. In fact, while 'Symmetry' and 'Washing' patients showed a learning curve during the task, other subgroups did not. Conclusions Our study confirmed previous findings suggesting that OCD is characterized by a deficit in decision-making under uncertainty. Moreover, our study gave evidence about biological specificity for each symptom dimension in OCD. Data were discussed in the context of the somatic marker hypothesis, which was hypothesized to be reduced in OCD patients. Despite having a univocal definition, obsessive-compulsive disorder (OCD) shows a remarkably phenotypic heterogeneity. The published reports show impaired decision-making in OCD patients, using tasks such as the Iowa Gambling Task (IGT). We wanted to verify the hypothesis of an IGT worse performance in a large sample of OCD patients and healthy control (HC) subjects and to examine the relation between neuropsychological performance in IGT and the OCD symptoms heterogeneity.AIMSDespite having a univocal definition, obsessive-compulsive disorder (OCD) shows a remarkably phenotypic heterogeneity. The published reports show impaired decision-making in OCD patients, using tasks such as the Iowa Gambling Task (IGT). We wanted to verify the hypothesis of an IGT worse performance in a large sample of OCD patients and healthy control (HC) subjects and to examine the relation between neuropsychological performance in IGT and the OCD symptoms heterogeneity.Binary data from the Yale-Brown Obsessive Compulsive Scale collected on a large sample of OCD patients were analyzed using a multidimensional item response theory model to explore the underlying structure of data, thus revealing latent factors. Factor scores were categorized into quartiles. Then, for each factor, we identified patients respectively with the highest versus lowest score. We evaluated whether symptom dimensions affect the probability of a correct answer over time generalized, during IGT performance, fitting a generalized linear mixed model.METHODSBinary data from the Yale-Brown Obsessive Compulsive Scale collected on a large sample of OCD patients were analyzed using a multidimensional item response theory model to explore the underlying structure of data, thus revealing latent factors. Factor scores were categorized into quartiles. Then, for each factor, we identified patients respectively with the highest versus lowest score. We evaluated whether symptom dimensions affect the probability of a correct answer over time generalized, during IGT performance, fitting a generalized linear mixed model.We found a general deficit in ambiguous decision-making in OCD compared to HC. Moreover, our findings suggested that OCD symptoms heterogeneity affects decision-making learning abilities during IGT. In fact, while 'Symmetry' and 'Washing' patients showed a learning curve during the task, other subgroups did not.RESULTSWe found a general deficit in ambiguous decision-making in OCD compared to HC. Moreover, our findings suggested that OCD symptoms heterogeneity affects decision-making learning abilities during IGT. In fact, while 'Symmetry' and 'Washing' patients showed a learning curve during the task, other subgroups did not.Our study confirmed previous findings suggesting that OCD is characterized by a deficit in decision-making under uncertainty. Moreover, our study gave evidence about biological specificity for each symptom dimension in OCD. Data were discussed in the context of the somatic marker hypothesis, which was hypothesized to be reduced in OCD patients.CONCLUSIONSOur study confirmed previous findings suggesting that OCD is characterized by a deficit in decision-making under uncertainty. Moreover, our study gave evidence about biological specificity for each symptom dimension in OCD. Data were discussed in the context of the somatic marker hypothesis, which was hypothesized to be reduced in OCD patients. Despite having a univocal definition, obsessive-compulsive disorder (OCD) shows a remarkably phenotypic heterogeneity. The published reports show impaired decision-making in OCD patients, using tasks such as the Iowa Gambling Task (IGT). We wanted to verify the hypothesis of an IGT worse performance in a large sample of OCD patients and healthy control (HC) subjects and to examine the relation between neuropsychological performance in IGT and the OCD symptoms heterogeneity. Binary data from the Yale-Brown Obsessive Compulsive Scale collected on a large sample of OCD patients were analyzed using a multidimensional item response theory model to explore the underlying structure of data, thus revealing latent factors. Factor scores were categorized into quartiles. Then, for each factor, we identified patients respectively with the highest versus lowest score. We evaluated whether symptom dimensions affect the probability of a correct answer over time generalized, during IGT performance, fitting a generalized linear mixed model. We found a general deficit in ambiguous decision-making in OCD compared to HC. Moreover, our findings suggested that OCD symptoms heterogeneity affects decision-making learning abilities during IGT. In fact, while 'Symmetry' and 'Washing' patients showed a learning curve during the task, other subgroups did not. Our study confirmed previous findings suggesting that OCD is characterized by a deficit in decision-making under uncertainty. Moreover, our study gave evidence about biological specificity for each symptom dimension in OCD. Data were discussed in the context of the somatic marker hypothesis, which was hypothesized to be reduced in OCD patients. |
Author | Salgari, Giulia Carlotta Galimberti, Elisa Buongiorno, Angela Cavallini, Maria Cristina Martoni, Riccardo Maria Brombin, Chiara Nonis, Alessandro Bellodi, Laura |
Author_xml | – sequence: 1 givenname: Riccardo Maria surname: Martoni fullname: Martoni, Riccardo Maria organization: Vita‐Salute San Raffaele University – sequence: 2 givenname: Chiara surname: Brombin fullname: Brombin, Chiara organization: Vita‐Salute San Raffaele University – sequence: 3 givenname: Alessandro surname: Nonis fullname: Nonis, Alessandro organization: Vita‐Salute San Raffaele University – sequence: 4 givenname: Giulia Carlotta surname: Salgari fullname: Salgari, Giulia Carlotta organization: San Raffaele Scientific Institute – sequence: 5 givenname: Angela surname: Buongiorno fullname: Buongiorno, Angela organization: San Raffaele Scientific Institute – sequence: 6 givenname: Maria Cristina surname: Cavallini fullname: Cavallini, Maria Cristina organization: San Raffaele Scientific Institute – sequence: 7 givenname: Elisa surname: Galimberti fullname: Galimberti, Elisa organization: San Raffaele Scientific Institute – sequence: 8 givenname: Laura surname: Bellodi fullname: Bellodi, Laura organization: Vita‐Salute San Raffaele University |
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Keywords | symptoms heterogeneity multidimensional item response theory decision-making obsessive-compulsive learning curve |
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Despite having a univocal definition, obsessive–compulsive disorder (OCD) shows a remarkably phenotypic heterogeneity. The published reports show impaired... Despite having a univocal definition, obsessive-compulsive disorder (OCD) shows a remarkably phenotypic heterogeneity. The published reports show impaired... Aims Despite having a univocal definition, obsessive-compulsive disorder (OCD) shows a remarkably phenotypic heterogeneity. The published reports show impaired... |
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SubjectTerms | Adult Case-Control Studies Decision Making Female Humans Hypotheses learning curve Male Models, Psychological multidimensional item response theory Neuroses Obsessive compulsive disorder Obsessive-Compulsive Disorder - diagnosis Obsessive-Compulsive Disorder - psychology obsessive–compulsive Psychomotor Performance Symptom Assessment symptoms heterogeneity Young Adult |
Title | Evaluating effect of symptoms heterogeneity on decision‐making ability in obsessive–compulsive disorder |
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