Impaired Outcome Evaluation During Risky Decision-Making in Individuals with Methamphetamine Use Disorder.

Decision-making is one of the cognitive domains in which drug users are commonly impaired. To our knowledge, few studies have investigated the underlying mechanism of risk-taking behavior among individuals with methamphetamine use disorder (MUD) using a computational approach. Ninety-six right-hande...

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Publicado en:International Journal of Mental Health & Addiction Vol. 22; no. 1; pp. 299 - 319
Autores principales: Sui, Xiao-Yang, Zhang, Mingming, Yuan, Ti-Fei, Rao, Li-Lin
Formato: Artículo
Publicado: Springer Nature Feb2024
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Acceso en línea:Ver este registro en EBSCOhost
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      dt: Feb2024
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      pub: Springer Nature
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        10.1007/s11469-022-00873-3
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        atl: Impaired Outcome Evaluation During Risky Decision-Making in Individuals with Methamphetamine Use Disorder.
      aug:
        au:
          Sui, Xiao-Yang
          Zhang, Mingming
          Yuan, Ti-Fei
          Rao, Li-Lin
        affil:
          https://ror.org/034t30j35 CAS Key Laboratory of Behavioral Science, Institute of Psychology, Chinese Academy of Sciences, 100101, Beijing, China
          https://ror.org/05qbk4x57 Department of Psychology, University of Chinese Academy of Sciences, 100049, Beijing, China
          https://ror.org/04c3cgg32 Research Center of Brain and Cognitive Neuroscience, Liaoning Normal University, 116029, Dalian, China
          Key Laboratory of Brain and Cognitive Neuroscience, Liaoning Province, 116029, Dalian, China
          Shanghai Key Laboratory of Psychotic Disorders, Shanghai Mental Health Center, Shanghai Jiaotong University School of Medicine, 200030, Shanghai, China
          https://ror.org/02afcvw97 Co-Innovation Center of Neuroregeneration, Nantong University, 226001, Nantong, China
          https://ror.org/03rc6as71 Shanghai Key Laboratory of Anesthesiology and Brain Functional Modulation, Translational Research Institute of Brain and Brain-Like Intelligence, Shanghai Fourth People's Hospital, Tongji University School of Medicine, Shanghai, China
      su:
        Risk-taking behavior
        Cognition
        Methamphetamine
        Visual analog scale
        Employee reviews
      sug:
        subj:
          Risk-taking behavior
          Cognition
          Methamphetamine
          Visual analog scale
          Employee reviews
      keyword:
        Balloon Analogue Risk Task
        Computational modeling
        Craving
        Hierarchical Bayesian analysis
        Risk taking
        Balloon Analogue Risk Task
        Computational modeling
        Craving
        Hierarchical Bayesian analysis
        Risk taking
      ab: Decision-making is one of the cognitive domains in which drug users are commonly impaired. To our knowledge, few studies have investigated the underlying mechanism of risk-taking behavior among individuals with methamphetamine use disorder (MUD) using a computational approach. Ninety-six right-handed male participants (63 individuals with MUD who were currently abstinent and 33 healthy controls) were included in Experiment 1, and 94 right-handed male participants (63 individuals with MUD who were currently abstinent and 31 healthy controls) were included in Experiment 2. To investigate whether individuals with MUD exhibit different risk-taking behavior from healthy controls and understand the possible underlying psychological processes, we used the Balloon Analogue Risk Task (BART) with and without methamphetamine-related pictures and the method of computational modeling. After individuals with MUD completed the BART, a 5-min video of methamphetamine use was displayed, and individuals with MUD then rated their subjective craving using a visual analogue scale. Individuals with MUD displayed higher risk-taking behavior than healthy controls when participants were exposed to methamphetamine-related pictures. The results of computational modeling revealed that the risk-taking propensity parameter was significantly higher in individuals with MUD than in healthy controls. The craving scores were positively correlated with the risk-taking propensity parameter and the updating coefficient when individuals with MUD were exposed to methamphetamine-related pictures. Higher risk taking in individuals with MUD could be explained by differences in the risk-taking propensity parameter, which reflects how participants evaluate the outcomes. These findings can be used to guide future work in targeting the evaluation process among people with MUD.
      pubtype: Academic Journal
      doctype: Article
      src: R
    language: English
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