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 inPsychiatry and clinical neurosciences Vol. 69; no. 7; pp. 402 - 410
Main Authors Martoni, Riccardo Maria, Brombin, Chiara, Nonis, Alessandro, Salgari, Giulia Carlotta, Buongiorno, Angela, Cavallini, Maria Cristina, Galimberti, Elisa, Bellodi, Laura
Format Journal Article
LanguageEnglish
Published Australia Wiley Subscription Services, Inc 01.07.2015
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ISSN1323-1316
1440-1819
1440-1819
DOI10.1111/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.
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
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Keywords symptoms heterogeneity
multidimensional item response theory
decision-making
obsessive-compulsive
learning curve
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Snippet Aims 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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wiley
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StartPage 402
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
URI https://onlinelibrary.wiley.com/doi/abs/10.1111%2Fpcn.12264
https://www.ncbi.nlm.nih.gov/pubmed/25522816
https://www.proquest.com/docview/1692866829
https://www.proquest.com/docview/1694962378
Volume 69
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