Deciphering reward-based decision-making in schizophrenia : a meta-analysis and behavioral modeling of the Iowa Gambling Task
Articolo
Data di Pubblicazione:
2019
Citazione:
Deciphering reward-based decision-making in schizophrenia : a meta-analysis and behavioral modeling of the Iowa Gambling Task / L.T. Betz, P. Brambilla, A. Ilankovic, P. Premkumar, M.-. Kim, S. Raffard, S. Bayard, H. Hori, K.U. Lee, S.J. Lee, N. Koutsouleris, J. Kambeitz. - In: SCHIZOPHRENIA RESEARCH. - ISSN 0920-9964. - 204(2019), pp. 7-15. [10.1016/j.schres.2018.09.009]
Abstract:
Background: Patients with schizophrenia (SZP) have been reported to exhibit impairments in reward-based decision-making, but results are heterogeneous with multiple potential confounds such as age, intelligence level, clinical symptoms or medication, making it difficult to evaluate the robustness of these impairments. Methods: We conducted a meta-analysis of studies comparing the performance of SZP and healthy controls (HC) in the Iowa Gambling Task (IGT) as well as comprehensive analyses based on subject-level data (n = 303 SZP, n = 188 HC) to investigate reward-based decision-making in SZP. To quantify differences in the influence of individual deck features (immediate gain, gain frequency, net loss) between SZP and HC, we additionally employed a least-squares model. Results: SZP showed statistically significant suboptimal decisions as indicated by disadvantageous deck choices (d from 0.51 to −0.62) and lower net scores (d from −0.35 to −1.03) in a meta-analysis of k = 29 samples (n = 1127 SZP, n = 1149 HC) and these results were confirmed in a complementary subject-level analysis. Moreover, decision-making in SZP was characterized by a relative overweighting of immediate gain and net losses and an underweighting of gain frequency. Moderator analyses revealed that in part, decision-making in the IGT was moderated by intelligence level, medication and general symptom scores. Conclusion: Our results indicate robust impairments in reward-based decision-making in SZP and suggest that decreased cognitive resources, such as working memory, may contribute to these alterations.
Tipologia IRIS:
01 - Articolo su periodico
Keywords:
Decision-making; Iowa Gambling Task; Linear modeling; Meta-analysis; Reward; Schizophrenia
Elenco autori:
L.T. Betz, P. Brambilla, A. Ilankovic, P. Premkumar, M.-. Kim, S. Raffard, S. Bayard, H. Hori, K.U. Lee, S.J. Lee, N. Koutsouleris, J. Kambeitz
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