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Forbes PA, Nitschke JP, Hochmeister N, Kalenscher T, Lamm C. No effects of acute stress on monetary delay discounting: A systematic literature review and meta-analysis. Neurobiol Stress 2024; 31:100653. [PMID: 38933285 PMCID: PMC11201353 DOI: 10.1016/j.ynstr.2024.100653] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Revised: 05/06/2024] [Accepted: 05/30/2024] [Indexed: 06/28/2024] Open
Abstract
Many everyday decisions, including those concerning our health, finances and the environment, involve choosing between a smaller but imminent reward (e.g., €20 now) and a later but larger reward (e.g., €40 in a month). The extent to which an individual prefers smaller imminent rewards over larger delayed rewards can be measured using delay discounting tasks. Acute stress induces a cascade of biological and psychological responses with potential consequences for how individuals think about the future, process rewards, and make decisions, all of which can impact delay discounting. Several studies have shown that individuals focus more on imminent rewards under stress. These findings have been used to explain why individuals make detrimental choices under acute stress. Yet, the evidence linking acute stress to delay discounting is equivocal. To address this uncertainty, we conducted a meta-analysis of 11 studies (14 effects) to systematically quantify the effects of acute stress on monetary delay discounting. Overall, we find no effect of acute stress on delay discounting, compared to control conditions (SMD = -0.18, 95% CI [-0.57, 0.20], p = 0.32). We also find that neither the gender/sex of the participants, the type of stressor (e.g., physical vs. psychosocial) nor whether monetary decisions were hypothetical or incentivized (i.e. monetary decisions were actually paid out) moderated the impact of acute stress on monetary delay discounting. We argue that establishing the effects of acute stress on the separate processes involved in delay discounting, such as reward valuation and prospection, will help to resolve the inconsistencies in the field.
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Affiliation(s)
- Paul A.G. Forbes
- Comparative Psychology, Institute of Experimental Psychology, Heinrich Heine University Düsseldorf, Germany
- Social, Cognitive, and Affective Neuroscience Unit, Department of Cognition, Emotion, and Methods in Psychology, Faculty of Psychology, University of Vienna, Austria
| | - Jonas P. Nitschke
- Social, Cognitive, and Affective Neuroscience Unit, Department of Cognition, Emotion, and Methods in Psychology, Faculty of Psychology, University of Vienna, Austria
| | - Nicole Hochmeister
- Social, Cognitive, and Affective Neuroscience Unit, Department of Cognition, Emotion, and Methods in Psychology, Faculty of Psychology, University of Vienna, Austria
| | - Tobias Kalenscher
- Comparative Psychology, Institute of Experimental Psychology, Heinrich Heine University Düsseldorf, Germany
| | - Claus Lamm
- Social, Cognitive, and Affective Neuroscience Unit, Department of Cognition, Emotion, and Methods in Psychology, Faculty of Psychology, University of Vienna, Austria
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Ruiz-Herrera N, Friedman M, St. Hilaire MA, Arrona-Palacios A, Czeisler CA, Duffy JF. Time of Day and Sleep Deprivation Effects on Risky Decision Making. Clocks Sleep 2024; 6:281-290. [PMID: 38920421 PMCID: PMC11202614 DOI: 10.3390/clockssleep6020020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2024] [Revised: 06/11/2024] [Accepted: 06/13/2024] [Indexed: 06/27/2024] Open
Abstract
Previous research has revealed that daily variations in human neurobehavioral functions are driven in part by the endogenous circadian system. The objective of this study was to explore whether there exists a circadian influence on performance regarding a risky decision-making task and to determine whether the performance changes with sleep deprivation (SD). Thirteen participants underwent a 39 h constant routine (CR) protocol, during which they remained awake in constant conditions and performed the BART (balloon analogue risk task) every two hours. The mean pumps (gains) (p < 0.001) and balloons popped (losses) (p = 0.003) exhibited variation during the CR. The reaction time (RT) also showed significant variation across the CR (p < 0.001), with slower mean RTs in the morning hours following SD. A greater risk propensity was observed around midday before SD and a lower risk propensity after 29.5 h of being awake. The sensitivity to punishment varied during the CR, but did not follow a predictable trend. Further research using real monetary incentives and neurophysiological measures is warranted to elucidate these findings.
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Affiliation(s)
- Noelia Ruiz-Herrera
- Division of Sleep and Circadian Disorders, Department of Medicine, Brigham and Women’s Hospital, Boston, MA 02115, USA; (N.R.-H.); (M.A.S.H.)
- Division of Sleep Medicine, Harvard Medical School, Boston, MA 02115, USA
| | - Mia Friedman
- Division of Sleep and Circadian Disorders, Department of Medicine, Brigham and Women’s Hospital, Boston, MA 02115, USA; (N.R.-H.); (M.A.S.H.)
| | - Melissa A. St. Hilaire
- Division of Sleep and Circadian Disorders, Department of Medicine, Brigham and Women’s Hospital, Boston, MA 02115, USA; (N.R.-H.); (M.A.S.H.)
- Division of Sleep Medicine, Harvard Medical School, Boston, MA 02115, USA
- Department of Computer and Data Sciences, School of Engineering and Computational Sciences, Merrimack College, North Andover, MA 01845, USA
| | - Arturo Arrona-Palacios
- Division of Sleep and Circadian Disorders, Department of Medicine, Brigham and Women’s Hospital, Boston, MA 02115, USA; (N.R.-H.); (M.A.S.H.)
- Division of Sleep Medicine, Harvard Medical School, Boston, MA 02115, USA
| | - Charles A. Czeisler
- Division of Sleep and Circadian Disorders, Department of Medicine, Brigham and Women’s Hospital, Boston, MA 02115, USA; (N.R.-H.); (M.A.S.H.)
- Division of Sleep Medicine, Harvard Medical School, Boston, MA 02115, USA
| | - Jeanne F. Duffy
- Division of Sleep and Circadian Disorders, Department of Medicine, Brigham and Women’s Hospital, Boston, MA 02115, USA; (N.R.-H.); (M.A.S.H.)
- Division of Sleep Medicine, Harvard Medical School, Boston, MA 02115, USA
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Dou K, Ye WY. The Ending Effect in the Domain of Gambling: The Effect of Gain-Loss Status on Economic Decision-Making. J Gambl Stud 2024:10.1007/s10899-024-10298-3. [PMID: 38592613 DOI: 10.1007/s10899-024-10298-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/16/2024] [Indexed: 04/10/2024]
Abstract
Previous studies have shown that people prefer risk-taking at the end of gambles, a phenomenon called the ending effect. By using the Guess Gambling Game, we investigated the impact of gain-loss status on the ending effect (Experiment 1) and whether and how this effect may be affected by time reference (Experiment 2) and gender (Experiment 1&2). In Experiment 1, we observed the ending effect only in the gain group. Furthermore, gender differences exist in the loss group behavior, females were more risk-averse than males, and males tend to investment more initially and then reduce their investment in a U-shaped pattern (Experiment 1&2). Next, in Experiment 2, the findings indicated that participants in the gain group made riskier decisions and were willing to allocate more money for additional decision opportunities, irrespective of the time conditions. Additionally, under time-limited condition, participants tended to make more decisions in the final round, aiming to maximize their choices times within the limited time. These results contribute to a better understanding of the boundary conditions surrounding the ending effect in risky decision-making and may offer a scientific basis for mitigating and intervening in irrational decision-making.
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Affiliation(s)
- Kai Dou
- Department of Psychology and Research Center of Adolescent Psychology and Behavior, School of Education, Guangzhou University, Guangzhou Higher Education Mega Center, 230, Waihuan Road West, Panyu District, Guangzhou, PR China.
| | - Wan-Yu Ye
- Department of Psychology and Research Center of Adolescent Psychology and Behavior, School of Education, Guangzhou University, Guangzhou Higher Education Mega Center, 230, Waihuan Road West, Panyu District, Guangzhou, PR China
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Compagne C, Mayer JT, Gabriel D, Comte A, Magnin E, Bennabi D, Tannou T. Adaptations of the balloon analog risk task for neuroimaging settings: a systematic review. Front Neurosci 2023; 17:1237734. [PMID: 37790591 PMCID: PMC10544912 DOI: 10.3389/fnins.2023.1237734] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Accepted: 08/16/2023] [Indexed: 10/05/2023] Open
Abstract
Introduction The Balloon Analog Risk Task (BART), a computerized behavioral paradigm, is one of the most common tools used to assess the risk-taking propensity of an individual. Since its initial behavioral version, the BART has been adapted to neuroimaging technique to explore brain networks of risk-taking behavior. However, while there are a variety of paradigms adapted to neuroimaging to date, no consensus has been reached on the best paradigm with the appropriate parameters to study the brain during risk-taking assessed by the BART. In this review of the literature, we aimed to identify the most appropriate BART parameters to adapt the initial paradigm to neuroimaging and increase the reliability of this tool. Methods A systematic review focused on the BART versions adapted to neuroimaging was performed in accordance with PRISMA guidelines. Results A total of 105 articles with 6,879 subjects identified from the PubMed database met the inclusion criteria. The BART was adapted in four neuroimaging techniques, mostly in functional magnetic resonance imaging or electroencephalography settings. Discussion First, to adapt the BART to neuroimaging, a delay was included between each trial, the total number of inflations was reduced between 12 and 30 pumps, and the number of trials was increased between 80 and 100 balloons, enabling us to respect the recording constraints of neuroimaging. Second, explicit feedback about the balloon burst limited the decisions under ambiguity associated with the first trials. Third, employing an outcome index that provides more informative measures than the standard average pump score, along with a model incorporating an exponential monotonic increase in explosion probability and a maximum explosion probability between 50 and 75%, can yield a reliable estimation of risk profile. Additionally, enhancing participant motivation can be achieved by increasing the reward in line with the risk level and implementing payment based on their performance in the BART. Although there is no universal adaptation of the BART to neuroimaging, and depending on the objectives of a study, an adjustment of parameters optimizes its evaluation and clinical utility in assessing risk-taking.
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Affiliation(s)
- Charline Compagne
- UR LINC, Université de Franche-Comté, Besançon, France
- CIC-1431 INSERM, Centre Hospitalier Universitaire, Besançon, France
| | - Juliana Teti Mayer
- UR LINC, Université de Franche-Comté, Besançon, France
- Centre Département de Psychiatrie de l’Adulte, Centre Hospitalier Universitaire, Besançon, France
| | - Damien Gabriel
- UR LINC, Université de Franche-Comté, Besançon, France
- CIC-1431 INSERM, Centre Hospitalier Universitaire, Besançon, France
- Plateforme de Neuroimagerie Fonctionnelle Neuraxess, Besançon, France
| | - Alexandre Comte
- UR LINC, Université de Franche-Comté, Besançon, France
- Centre Département de Psychiatrie de l’Adulte, Centre Hospitalier Universitaire, Besançon, France
| | - Eloi Magnin
- UR LINC, Université de Franche-Comté, Besançon, France
- CHU Département de Neurologie, Centre Hospitalier Universitaire, Besançon, France
| | - Djamila Bennabi
- UR LINC, Université de Franche-Comté, Besançon, France
- Centre Département de Psychiatrie de l’Adulte, Centre Hospitalier Universitaire, Besançon, France
- Centre Expert Dépression Résistante Fondamentale, Centre Hospitalier Universitaire, Besançon, France
| | - Thomas Tannou
- UR LINC, Université de Franche-Comté, Besançon, France
- Plateforme de Neuroimagerie Fonctionnelle Neuraxess, Besançon, France
- CIUSS Centre-Sud de l’Ile de Montréal, Centre de Recherche de l’Institut Universitaire de Gériatrie de Montréal, Montréal, QC, Canada
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Compagne C, Gabriel D, Ferrero L, Magnin E, Tannou T. Tools for the Assessment of Risk-Taking Behavior in Older Adults with Mild Dementia: A Cross-Sectional Clinical Study. Brain Sci 2023; 13:967. [PMID: 37371445 DOI: 10.3390/brainsci13060967] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Revised: 06/08/2023] [Accepted: 06/16/2023] [Indexed: 06/29/2023] Open
Abstract
Diseases such as Alzheimer's cause an alteration of cognitive functions, which can lead to increased daily risk-taking in older adults living at home. The assessment of decision-making abilities is primarily based on clinicians' global analysis. Usual neuropsychological tests such as the MoCA (Montreal Cognitive Assessment) cover most of the cognitive domains and include mental flexibility tasks. Specific behavioral tasks for risk-taking, such as the Balloon Analogue Risk Task (BART) or the Iowa Gambling Task (IGT), have been developed to assess risk-taking behavior, particularly in the field of addictology. Our cross-sectional study aims to determine whether the MoCA global cognitive assessment could be used as a substitute for behavioral tasks in the assessment of risky behavior. In the current study, 24 patients (age: 82.1 ± 5.9) diagnosed with mild dementia completed the cognitive assessment (MoCA and executive function assessment) and two behavioral risk-taking tasks (BART, simplified version of the IGT). Results revealed no relationship between scores obtained in the MoCA and behavioral decision-making tasks. However, the two tasks assessing risk-taking behavior resulted in concordant risk profiles. In addition, patients with a high risk-taking behavior profile on the BART had better Trail Making Test (TMT) scores and thus retained mental flexibility. These findings suggest that MoCA scores are not representative of risk-taking behavioral inclinations. Thus, additional clinical tests should be used to assess risk-taking behavior in geriatric settings. Executive function measures, such as the TMT, and behavioral laboratory measures, such as the BART, are recommended for this purpose.
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Affiliation(s)
- Charline Compagne
- UR LINC, Université de Franche-Comté, 25 000 Besançon, France
- CIC-1431 INSERM, Centre Hospitalier Universitaire, 25 000 Besançon, France
| | - Damien Gabriel
- UR LINC, Université de Franche-Comté, 25 000 Besançon, France
- CIC-1431 INSERM, Centre Hospitalier Universitaire, 25 000 Besançon, France
- Plateforme de Neuroimagerie Fonctionnelle Neuraxess, 25 000 Besançon, France
| | - Lénaïc Ferrero
- CIC-1431 INSERM, Centre Hospitalier Universitaire, 25 000 Besançon, France
| | - Eloi Magnin
- UR LINC, Université de Franche-Comté, 25 000 Besançon, France
- CHU Département de Neurologie, Centre Hospitalier Universitaire, 25 000 Besançon, France
| | - Thomas Tannou
- UR LINC, Université de Franche-Comté, 25 000 Besançon, France
- Plateforme de Neuroimagerie Fonctionnelle Neuraxess, 25 000 Besançon, France
- CIUSS Centre-Sud de l'Ile-de-Montréal, Centre de Recherche de l'Institut Universitaire de Gériatrie de Montréal, Montréal, QC H3W 1W5, Canada
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Relationship between virtual reality balloon analogue risk task and risky decision-making. PLoS One 2023; 18:e0282097. [PMID: 36812220 PMCID: PMC9946223 DOI: 10.1371/journal.pone.0282097] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2022] [Accepted: 02/06/2023] [Indexed: 02/24/2023] Open
Abstract
The balloon analogue risk task (BART) is widely used to assess risk-taking tendencies on behavioral tests. However, biases or unstable results are sometimes reported, and there are concerns about whether the BART can predict risk behavior in the real world. To address this problem, the present study developed a virtual reality (VR) BART to enhance the reality of the task and narrow the gap between performance on the BART and risk behavior in the real world. We evaluated the usability of our VR BART through assessments of the relationships between BART scores and psychological metrics and additionally implemented an emergency decision-making VR driving task to investigate further whether the VR BART can predict risk-related decision-making in emergency situations. Notably, we found that the BART score significantly correlated with both sensation-seeking and risky driving behavior. Additionally, when we split participants into groups with high and low BART scores and compared their psychological metrics, we found that the high-score BART group included more male participants and exhibited higher sensation-seeking and more risky decision-making in an emergency situation. Overall, our study shows the potential of our new VR BART paradigm to predict risky decision-making in the real world.
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Kóbor A, Tóth-Fáber E, Kardos Z, Takács Á, Éltető N, Janacsek K, Csépe V, Nemeth D. Deterministic and probabilistic regularities underlying risky choices are acquired in a changing decision context. Sci Rep 2023; 13:1127. [PMID: 36670165 PMCID: PMC9859780 DOI: 10.1038/s41598-023-27642-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2022] [Accepted: 01/05/2023] [Indexed: 01/22/2023] Open
Abstract
Predictions supporting risky decisions could become unreliable when outcome probabilities temporarily change, making adaptation more challenging. Therefore, this study investigated whether sensitivity to the temporal structure in outcome probabilities can develop and remain persistent in a changing decision environment. In a variant of the Balloon Analogue Risk Task with 90 balloons, outcomes (rewards or balloon bursts) were predictable in the task's first and final 30 balloons and unpredictable in the middle 30 balloons. The temporal regularity underlying the predictable outcomes differed across three experimental conditions. In the deterministic condition, a repeating three-element sequence dictated the maximum number of pumps before a balloon burst. In the probabilistic condition, a single probabilistic regularity ensured that burst probability increased as a function of pumps. In the hybrid condition, a repeating sequence of three different probabilistic regularities increased burst probabilities. In every condition, the regularity was absent in the middle 30 balloons. Participants were not informed about the presence or absence of the regularity. Sensitivity to both the deterministic and hybrid regularities emerged and influenced risk taking. Unpredictable outcomes of the middle phase did not deteriorate this sensitivity. In conclusion, humans can adapt their risky choices in a changing decision environment by exploiting the statistical structure that controls how the environment changes.
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Affiliation(s)
- Andrea Kóbor
- Brain Imaging Centre, Research Centre for Natural Sciences, Magyar tudósok körútja 2, 1117, Budapest, Hungary.
| | - Eszter Tóth-Fáber
- Doctoral School of Psychology, ELTE Eötvös Loránd University, Izabella utca 46, 1064, Budapest, Hungary.,Institute of Psychology, ELTE Eötvös Loránd University, Izabella utca 46, 1064, Budapest, Hungary.,Brain, Memory and Language Research Group, Institute of Cognitive Neuroscience and Psychology, Research Centre for Natural Sciences, Magyar tudósok körútja 2, 1117, Budapest, Hungary
| | - Zsófia Kardos
- Brain Imaging Centre, Research Centre for Natural Sciences, Magyar tudósok körútja 2, 1117, Budapest, Hungary.,Department of Cognitive Science, Budapest University of Technology and Economics, Egry József utca 1, 1111, Budapest, Hungary
| | - Ádám Takács
- Cognitive Neurophysiology, Department of Child and Adolescent Psychiatry, Faculty of Medicine, TU Dresden, Fetscherstraße 74, 01307, Dresden, Germany
| | - Noémi Éltető
- Max Planck Institute for Biological Cybernetics, Max-Planck-Ring 8, 72076, Tübingen, Germany
| | - Karolina Janacsek
- Institute of Psychology, ELTE Eötvös Loránd University, Izabella utca 46, 1064, Budapest, Hungary.,Brain, Memory and Language Research Group, Institute of Cognitive Neuroscience and Psychology, Research Centre for Natural Sciences, Magyar tudósok körútja 2, 1117, Budapest, Hungary.,Centre of Thinking and Learning, Institute for Lifecourse Development, School of Human Sciences, Faculty of Education, Health and Human Sciences, University of Greenwich, Old Royal Naval College, Park Row, 150 Dreadnought, SE10 9LS, London, UK
| | - Valéria Csépe
- Brain Imaging Centre, Research Centre for Natural Sciences, Magyar tudósok körútja 2, 1117, Budapest, Hungary.,Faculty of Modern Philology and Social Sciences, University of Pannonia, Egyetem utca 10, 8200, Veszprém, Hungary
| | - Dezso Nemeth
- Institute of Psychology, ELTE Eötvös Loránd University, Izabella utca 46, 1064, Budapest, Hungary. .,Brain, Memory and Language Research Group, Institute of Cognitive Neuroscience and Psychology, Research Centre for Natural Sciences, Magyar tudósok körútja 2, 1117, Budapest, Hungary. .,Université Claude Bernard Lyon 1, CNRS, INSERM, Centre de Recherche en Neurosciences de Lyon CRNL U1028 UMR5292, Bâtiment 462 - Neurocampus 95 Boulevard Pinel, F-69500, Bron, France.
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Arfer KB. Pattern-setting for improving risky decision-making. J Exp Anal Behav 2023; 119:81-90. [PMID: 36519972 DOI: 10.1002/jeab.816] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2022] [Revised: 11/22/2022] [Accepted: 11/26/2022] [Indexed: 12/23/2022]
Abstract
Self-control can be defined as making choices in accordance with long-term, rather than short-term, patterns of behavior. Rachlin (2016) suggested a novel technique to enhance self-control, by which individual choices carry the weight of a larger pattern of choices. This report describes a study of 169 college students who made repeated choices between two gambles. The better of the two gambles had a greater win probability but required waiting an uncertain amount of time. Some "patterned" subjects were forced to repeat their previous choices according to a schedule, while control subjects could choose freely on every trial. It was found that on free-choice trials, the patterned subjects chose the better gamble more often than controls. There was stronger evidence for such an effect appearing immediately than for it developing gradually from a process of learning over the course of the task. An additional condition in which subjects were forced to choose the better gamble yielded inconsistent results. Overall, the results support the use of pattern-setting as a strategy to improve decision-making.
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Affiliation(s)
- Kodi B Arfer
- Icahn School of Medicine, Mount Sinai Health System
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9
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Zhang C, Tao R, Zhao H, Xu Y, Zhang Y, Li Y, Duan H, Xu S. Two inconsistent rounds of feedback enhance the framing effect: Coding two consecutive outcome evaluations. Int J Psychophysiol 2022; 182:47-56. [DOI: 10.1016/j.ijpsycho.2022.09.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Revised: 09/05/2022] [Accepted: 09/28/2022] [Indexed: 11/05/2022]
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10
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Tan M, Li M, Li J, Li H, You C, Zhang G, Zhong Y. Risk decision: The self-charity discrepancies in electrophysiological responses to outcome evaluation. Front Hum Neurosci 2022; 16:965677. [PMID: 36337850 PMCID: PMC9630562 DOI: 10.3389/fnhum.2022.965677] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Accepted: 09/26/2022] [Indexed: 11/19/2022] Open
Abstract
Previous studies have examined the outcome evaluation related to the self and other, and recent research has explored the outcome evaluation of the self and other with pro-social implications. However, the evaluation processing of outcomes in the group in need remains unclear. This study has examined the neural mechanisms of evaluative processing by gambling for the self and charity, respectively. At the behavioral level, when participants make decisions for themselves, they made riskier decisions following the gain than loss in small outcomes and engage in more risky behaviors following the loss than gain in large outcomes. However, magnitude and valence did not affect the next risky behavior when participants made decisions for the charity. At the neurophysiological level, the results found that the FRN was larger for the charity outcome than for the self-outcome. For FRN, the valence difference of small outcomes was smaller than that of large outcomes. The P3 response was larger for the self-outcome than for the charity outcome. Meanwhile, compared with the small outcome, the self-charity discrepancies have a significant difference in large outcomes. In addition, the FRN amplitude for self in large outcomes was negatively correlated with the upcoming risky choices, regardless of outcome valence. The behavioral results suggest that people are more likely to optimize strategies for themselves than for the charity. The ERP findings indicated that people focus more on charity outcome than self-outcome in the early stage. In the middle and late stages, people turn attention to their outcomes, and the difference between self’s and charity’s outcome varies with the magnitude. Specifically, it is only in large outcomes that people engage more emotional attention or motivation in their outcomes, but self and charity outcomes had a similar emotional engagement in small outcomes.
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Affiliation(s)
- Min Tan
- Department of Psychology, Hunan Normal University, Changsha, China
- Cognition and Human Behavior Key Laboratory of Hunan Province, Changsha, China
| | - Mei Li
- Department of Psychology, Hunan Normal University, Changsha, China
- Cognition and Human Behavior Key Laboratory of Hunan Province, Changsha, China
| | - Jin Li
- Department of Psychology, Hunan Normal University, Changsha, China
- Cognition and Human Behavior Key Laboratory of Hunan Province, Changsha, China
| | - Huie Li
- Department of Psychology, Hunan Normal University, Changsha, China
- Cognition and Human Behavior Key Laboratory of Hunan Province, Changsha, China
| | - Chang You
- Department of Psychology, Hunan Normal University, Changsha, China
- Cognition and Human Behavior Key Laboratory of Hunan Province, Changsha, China
| | - Guanfei Zhang
- Department of Psychology, Hunan Normal University, Changsha, China
- Cognition and Human Behavior Key Laboratory of Hunan Province, Changsha, China
| | - Yiping Zhong
- Department of Psychology, Hunan Normal University, Changsha, China
- Cognition and Human Behavior Key Laboratory of Hunan Province, Changsha, China
- *Correspondence: Yiping Zhong,
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11
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Huang M, Zhang X, Chen X, Mai Y, Wu X, Zhao J, Feng Q. Joint-Channel-Connectivity-Based Feature Selection and Classification on fNIRS for Stress Detection in Decision-Making. IEEE Trans Neural Syst Rehabil Eng 2022; 30:1858-1869. [PMID: 35788456 DOI: 10.1109/tnsre.2022.3188560] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
Stress is one of the contributing factors affecting decision-making. Therefore, early stress recognition is essential to improve clinicians' decision-making performance. Functional near-infrared spectroscopy (fNIRS) has shown great potential in detecting stress. However, the majority of previous studies only used fNIRS features at the individual level for classification without considering the correlations among channels corresponding to the brain, which may provide distinguishing features. Hence, this study proposes a novel joint-channel-connectivity-based feature selection and classification algorithm for fNIRS to detect stress in decision-making. Specifically, this approach integrates feature selection and classifier modeling into a sparse model, where intra- and inter-channel regularizers are designed to explore potential correlations among channels to obtain discriminating features. In this paper, we simulated the decision-making of medical students under stress through the Trier Social Stress Test and the Balloon Analog Risk Task and recorded their cerebral hemodynamic alterations by fNIRS device. Experimental results illustrated that our method with the accuracy of 0.961 is superior to other machine learning methods. Additionally, the stress correlation and connectivity of brain regions calculated by feature selection have been confirmed in previous studies, which validates the effectiveness of our method and helps optimize the channel settings of fNIRS. This work was the first attempt to utilize a sparse model that simultaneously considers the sparsity of features and the correlation of brain regions for stress detection and obtained an admirable classification performance. Thus, the proposed model might be a useful tool for medical personnel to automatically detect stress in clinical decision-making situations.
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12
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Impaired Outcome Evaluation During Risky Decision-Making in Individuals with Methamphetamine Use Disorder. Int J Ment Health Addict 2022. [DOI: 10.1007/s11469-022-00873-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/09/2022] Open
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Białaszek W, Marcowski P, Mizak S. Everything Comes at a Price: Considerations in Modeling Effort-Based Choice. Behav Processes 2022; 200:104692. [PMID: 35753582 DOI: 10.1016/j.beproc.2022.104692] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2021] [Revised: 04/22/2022] [Accepted: 06/21/2022] [Indexed: 11/18/2022]
Abstract
When observing human behavior, one of the key factors determining choice is effort. It is often assumed that people prefer an easier course of action when the alternative yields the same benefits. However, recent research demonstrates that this is not always the case: effort is not always costly and can also add value. A promising avenue to study effort-based choice is to utilize formal decision models that enable quantitative modeling. In this paper, we aim to present an overview of the current approaches to modeling effort-based choice and discuss some considerations that stem from theoretical and practical issues (present and previous) in studies on the role of effort, focusing on the connections and discrepancies between formal models and the findings from the body of empirical research. Considering that effort can, in some circumstances, act as a cost and as a benefit, reconciling these discrepancies is a practical and theoretical challenge that can ultimately lead to better predictions and increased model validity. Our review identifies and discusses these discrepancies providing direction for future empirical research.
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Affiliation(s)
- Wojciech Białaszek
- SWPS University of Social Sciences and Humanities, DecisionLab: Center for Behavioral Research in Decision Making, Institute of Psychology, Warsaw, Poland.
| | - Przemysław Marcowski
- SWPS University of Social Sciences and Humanities, DecisionLab: Center for Behavioral Research in Decision Making, Institute of Psychology, Warsaw, Poland
| | - Szymon Mizak
- SWPS University of Social Sciences and Humanities, DecisionLab: Center for Behavioral Research in Decision Making, Institute of Psychology, Warsaw, Poland
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14
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Qi Y, Luo Y, Feng Y, Chen Z, Li Q, Du F, Liu X. Trustworthy faces make people more risk-tolerant: The effect of facial trustworthiness on risk decision-making under gain and loss conditions. Psych J 2021; 11:43-50. [PMID: 34747121 DOI: 10.1002/pchj.498] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2020] [Accepted: 09/08/2021] [Indexed: 11/09/2022]
Abstract
People can judge a stranger's trustworthiness at first glance solely based on facial appearance. Moreover, the trust behaviors people exhibit toward strangers differ depending on perceived trustworthiness from faces. Research has found that people have different risk preferences according to the gain or loss frame. Therefore, we hypothesized that the risk decisions are differently affected by facial trustworthiness in different frames. We conducted three experiments in which we asked participants to make risk decisions in the gain frame or loss frame. The results revealed that facial trustworthiness had a significant effect on risk decisions in the gain frame. However, the effect was attenuated in the loss frame. These results suggest that people are more willing to take risks in the gain frame if individuals look more trustworthy than those who look untrustworthy.
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Affiliation(s)
- Yue Qi
- The Department of Psychology, Renmin University of China, Beijing, China.,The Laboratory of the Department of Psychology, Renmin University of China, Beijing, China.,CAS Key Laboratory of Behavioral Science, Institute of Psychology, Beijing, China.,Department of Psychology, University of Chinese Academy of Sciences, Beijing, China
| | - Yadan Luo
- Department of Psychology, Lund University, Lund, Sweden
| | - Yanzhe Feng
- The Brain Cognition and Brain Diseases Institute of Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China
| | - Ziwei Chen
- CAS Key Laboratory of Behavioral Science, Institute of Psychology, Beijing, China.,Department of Management, Society and Communication, Copenhagen Business School, Copenhagen, Denmark.,Sino-Danish College, University of Chinese Academy of Sciences, Beijing, China.,Sino-Danish Centre for Education and Research, Beijing, China
| | - Qi Li
- Beijing Key Laboratory of Learning and Cognition, Department of Psychology, Capital Normal University, Beijing, China
| | - Feng Du
- CAS Key Laboratory of Behavioral Science, Institute of Psychology, Beijing, China.,Department of Psychology, University of Chinese Academy of Sciences, Beijing, China
| | - Xun Liu
- CAS Key Laboratory of Behavioral Science, Institute of Psychology, Beijing, China.,Department of Psychology, University of Chinese Academy of Sciences, Beijing, China
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15
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Zhu L, Wu Y. Love Your Country: EEG Evidence of Actor Preferences of Audiences in Patriotic Movies. Front Psychol 2021; 12:717025. [PMID: 34335430 PMCID: PMC8322844 DOI: 10.3389/fpsyg.2021.717025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2021] [Accepted: 06/17/2021] [Indexed: 11/16/2022] Open
Abstract
Movie watching is one of the common ways to spark love for the country. A good patriotic movie can arouse love and pride, encourage people to stand by their countries, and reinforce a sense of national belonging. To evoke audience emotion and enhance patriotism, the choice of actors is fundamental and is a dilemma for film producers. In this exploratory study, an electroencephalogram (EEG) with a rating task was used to investigate how actor types (i.e., skilled vs. publicity) in patriotic movies modulate the willingness of audiences to watch a film and their emotional responses. Behavioral results showed that audiences are more willing to watch patriotic movies starring skilled actors than to watch patriotic movies starring publicity actors. Furthermore, brain results indicated that smaller P3 and late positive potential (LPP) were elicited in response to skilled actors than to publicity actors in patriotic movies. A larger theta oscillation was also observed with skilled actors than with publicity actors. These findings demonstrate that the willingness of audiences to watch a movie is deeply affected by actor types in patriotic films. Specifically, skilled actors engage audiences emotionally, more so than publicity actors, and increase the popularity of patriotic movies. This study is the first to employ neuroscientific technology to study movie casting, which advances film studies with careful scientific measurements and a possible new direction. La première des vertus est le dévouement à la patrie. Napoléon Bonaparte.
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Affiliation(s)
- Lian Zhu
- School of Journalism and Communication, Shanghai International Studies University, Shanghai, China
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16
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Keaveney A, Peters E, Way B. Effects of acetaminophen on risk taking. Soc Cogn Affect Neurosci 2021; 15:725-732. [PMID: 32888031 PMCID: PMC7511878 DOI: 10.1093/scan/nsaa108] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2020] [Revised: 05/28/2020] [Accepted: 06/24/2020] [Indexed: 12/27/2022] Open
Abstract
Acetaminophen, an analgesic and antipyretic available over-the-counter and used in over 600 medicines, is one of the most consumed drugs in the USA. Recent research has suggested that acetaminophen’s effects extend to the blunting of negative as well as positive affect. Because affect is a determinant of risk perception and risk taking, we tested the hypothesis that acute acetaminophen consumption (1000 mg) could influence these important judgments and decisions. In three double-blind, placebo-controlled studies, healthy young adults completed a laboratory measure of risk taking (Balloon Analog Risk Task) and in Studies 1 and 2 completed self-report measures of risk perception. Across all studies (total n = 545), acetaminophen increased risk-taking behavior. On the more affectively stimulating risk perception measure used in Study 2, acetaminophen reduced self-reported perceived risk and this reduction statistically mediated increased risk-taking behavior. These results indicate that acetaminophen can increase risk taking, which may be due to reductions in risk perceptions, particularly those that are highly affect laden.
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Affiliation(s)
- Alexis Keaveney
- Department of Psychology, The Ohio State University, Columbus, OH 43210, USA
| | - Ellen Peters
- School of Journalism and Communication, University of Oregon Eugene, OR 97403, USA
| | - Baldwin Way
- Department of Psychology, The Ohio State University, Columbus, OH 43210, USA
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17
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da Silva Castanheira K, Fleming SM, Otto AR. Confidence in risky value-based choice. Psychon Bull Rev 2021; 28:1021-1028. [PMID: 33403535 DOI: 10.3758/s13423-020-01848-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/11/2020] [Indexed: 11/08/2022]
Abstract
Risk engenders a phenomenologically distinct experience from certainty, often driving people to behave in ostensibly irrational ways, and with potential consequences for our subjective sense of confidence in having made the best choice. While previous work on decision confidence has largely focused on ambiguous perceptual decisions or value-based choices under certainty, it is unclear how subjective confidence reports are formed during risky value-based choice (i.e. those with uncertain outcomes). Accordingly, we sought to examine the effect of risky (versus certain) choice upon confidence ratings in a calibrated economic choice task and explore the well-documented interrelationships between confidence and subjective value (SV) as well as choice response time (RT) in the context of value-based choice. By jointly analyzing choices (risky versus certain), SV of the chosen option, confidence, and RT, we found a systematic effect of risk on subjective confidence: subjective confidence reports were significantly higher when selecting a certain prospect compared with a risky one. Interestingly, risk attenuated the strength of the relationships between confidence and both RTs and difference in subjective value (ΔSV), as well as the relationship between RT and ΔSV. Taken together, these results corroborate how choice, RT, confidence and SV relate in value-based choice under risk, informing both theories of confidence and risk preferences.
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Affiliation(s)
| | - Stephen M Fleming
- Wellcome Centre for Human Neuroimaging and Department of Experimental Psychology, University College London, London, UK
| | - A Ross Otto
- Department of Psychology, McGill University, Montreal, QC, Canada.
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18
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Towards a Functional Neuromarker of Impulsivity: Feedback-Related Brain Potential during Risky Decision-Making Associated with Self-Reported Impulsivity in a Non-Clinical Sample. Brain Sci 2021; 11:brainsci11060671. [PMID: 34063798 PMCID: PMC8224100 DOI: 10.3390/brainsci11060671] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2021] [Revised: 05/17/2021] [Accepted: 05/18/2021] [Indexed: 11/16/2022] Open
Abstract
Risk-taking is part of the multidimensional nature of impulsivity, consisting of an active engagement in behaviors or choices with potentially undesirable results, with probability as the cost for an expected reward. In order to understand the neurophysiological activity during risky behavior and its relationship with other dimensions of impulsivity, we have acquired event-related-potential (ERP) data and self-reported impulsivity scores from 17 non-clinical volunteers. They underwent high-resolution electroencephalography (HR-EEG) combined with an adapted version of the Balloon Analogue Risk Task (BART), and completed the Barratt Impulsiveness Scale (BIS-10) and the Urgency, Premeditation, Perseverance, Sensation Seeking, Impulsive Behavior Scale (UPPS). The ERP components were sensitive to valence (FRN, P300) and risk/reward magnitude (SPN, RewP). Our main finding evidenced a positive correlation between the amplitude of the P300 component following positive feedback and both the global UPPS score and the (lack of) perseverance UPPS subscale, significant for several adjacent electrodes. This finding might suggest an adaptive form of impulsive behavior, which could be associated to the reduction on the difference of the P300 amplitude following negative and positive feedback. However, further investigation with both larger clinical and non-clinical samples is required.
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19
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Kóbor A, Kardos Z, Takács Á, Éltető N, Janacsek K, Tóth-Fáber E, Csépe V, Nemeth D. Adaptation to recent outcomes attenuates the lasting effect of initial experience on risky decisions. Sci Rep 2021; 11:10132. [PMID: 33980939 PMCID: PMC8115685 DOI: 10.1038/s41598-021-89456-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2020] [Accepted: 04/26/2021] [Indexed: 11/11/2022] Open
Abstract
Both primarily and recently encountered information have been shown to influence experience-based risky decision making. The primacy effect predicts that initial experience will influence later choices even if outcome probabilities change and reward is ultimately more or less sparse than primarily experienced. However, it has not been investigated whether extended initial experience would induce a more profound primacy effect upon risky choices than brief experience. Therefore, the present study tested in two experiments whether young adults adjusted their risk-taking behavior in the Balloon Analogue Risk Task after an unsignaled and unexpected change point. The change point separated early "good luck" or "bad luck" trials from subsequent ones. While mostly positive (more reward) or mostly negative (no reward) events characterized the early trials, subsequent trials were unbiased. In Experiment 1, the change point occurred after one-sixth or one-third of the trials (brief vs. extended experience) without intermittence, whereas in Experiment 2, it occurred between separate task phases. In Experiment 1, if negative events characterized the early trials, after the change point, risk-taking behavior increased as compared with the early trials. Conversely, if positive events characterized the early trials, risk-taking behavior decreased after the change point. Although the adjustment of risk-taking behavior occurred due to integrating recent experiences, the impact of initial experience was simultaneously observed. The length of initial experience did not reliably influence the adjustment of behavior. In Experiment 2, participants became more prone to take risks as the task progressed, indicating that the impact of initial experience could be overcome. Altogether, we suggest that initial beliefs about outcome probabilities can be updated by recent experiences to adapt to the continuously changing decision environment.
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Affiliation(s)
- Andrea Kóbor
- Brain Imaging Centre, Research Centre for Natural Sciences, Magyar tudósok körútja 2, Budapest, 1117, Hungary.
| | - Zsófia Kardos
- Brain Imaging Centre, Research Centre for Natural Sciences, Magyar tudósok körútja 2, Budapest, 1117, Hungary
- Department of Cognitive Science, Budapest University of Technology and Economics, Egry József utca 1, Budapest, 1111, Hungary
| | - Ádám Takács
- Cognitive Neurophysiology, Department of Child and Adolescent Psychiatry, Faculty of Medicine of the TU Dresden, Fetscherstraße 74, 01307, Dresden, Germany
| | - Noémi Éltető
- Max Planck Institute for Biological Cybernetics, Max-Planck-Ring 8, 72076, Tübingen, Germany
| | - Karolina Janacsek
- Institute of Psychology, ELTE Eötvös Loránd University, Izabella utca 46, Budapest, 1064, Hungary
- Brain, Memory and Language Research Group, Institute of Cognitive Neuroscience and Psychology, Research Centre for Natural Sciences, Magyar tudósok körútja 2, Budapest, 1117, Hungary
- Centre of Thinking and Learning, Institute for Lifecourse Development, School of Human Sciences, Faculty of Education, Health and Human Sciences, University of Greenwich, Old Royal Naval College, Park Row, 150 Dreadnought, London, SE10 9LS, UK
| | - Eszter Tóth-Fáber
- Institute of Psychology, ELTE Eötvös Loránd University, Izabella utca 46, Budapest, 1064, Hungary
- Brain, Memory and Language Research Group, Institute of Cognitive Neuroscience and Psychology, Research Centre for Natural Sciences, Magyar tudósok körútja 2, Budapest, 1117, Hungary
- Doctoral School of Psychology, ELTE Eötvös Loránd University, Izabella utca 46, Budapest, 1064, Hungary
| | - Valéria Csépe
- Brain Imaging Centre, Research Centre for Natural Sciences, Magyar tudósok körútja 2, Budapest, 1117, Hungary
- Faculty of Modern Philology and Social Sciences, University of Pannonia, Egyetem utca 10, Veszprém, 8200, Hungary
| | - Dezso Nemeth
- Institute of Psychology, ELTE Eötvös Loránd University, Izabella utca 46, Budapest, 1064, Hungary.
- Brain, Memory and Language Research Group, Institute of Cognitive Neuroscience and Psychology, Research Centre for Natural Sciences, Magyar tudósok körútja 2, Budapest, 1117, Hungary.
- Lyon Neuroscience Research Center (CRNL), Université de Lyon, Centre Hospitalier Le Vinatier, Bâtiment 462, Neurocampus 95 Boulevard Pinel, 69675, Bron, Lyon, France.
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20
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Carsten T, Kostandyan M, Boehler CN, Krebs RM. Comparing the motivational value of rewards and losses in an EEG-pupillometry study. Eur J Neurosci 2020; 53:1822-1838. [PMID: 33244798 DOI: 10.1111/ejn.15064] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2020] [Revised: 11/14/2020] [Accepted: 11/15/2020] [Indexed: 01/10/2023]
Abstract
We found earlier that performance-contingent rewards lead to faster performance than equivalent losses [Carsten, Hoofs, Boehler, & Krebs, 2019. Motivation Science, 5(3). http://dx.doi.org/10.1037/mot0000117]. Here, we further tested the hypothesis that motivation to gain rewards is higher than to avoid losses, even when incentive values are matched. As implicit markers of motivation, we assessed electroencephalography (EEG) focusing on the P3 after target and feedback onset, and the Feedback-Related Negativity (FRN), as well as simultaneously recorded pupil size. Comparing only reward and loss prospect trials in Experiment 1, we found no consistent differences in behavior and electrophysiological markers of motivation, although pupil data suggested higher arousal after feedback in potential-loss trials. Including additional no-incentive trials in Experiment 2, we found consistent evidence that motivation to gain rewards was higher than to avoid losses: In line with behavior, the target-P3 was most pronounced for reward-related stimuli, followed by loss and no-incentive ones. This same ranking was found in the P3 and the FRN after positive outcomes (i.e., reward, avoided loss, and correct feedback in no-incentive trials). Negative outcomes featured a different pattern in line with the pupil response, which suggests that losses are emotionally salient events, without invigorating behavior proportionally. In sum, these findings suggest that the motivation to gain rewards is more pronounced than motivation to avoid equivalent losses, at least in tasks promoting transient increases in attention triggered by incentive prospect. These motivational differences may arise as avoided losses are not profitable in the long term, in contrast to gained rewards.
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Affiliation(s)
- Thomas Carsten
- Department of Experimental Psychology, Ghent University, Gent, Belgium.,Institute of Neuroscience, Université catholique de Louvain, Brussels, Belgium
| | - Mariam Kostandyan
- Department of Experimental Psychology, Ghent University, Gent, Belgium
| | - C Nico Boehler
- Department of Experimental Psychology, Ghent University, Gent, Belgium
| | - Ruth M Krebs
- Department of Experimental Psychology, Ghent University, Gent, Belgium
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21
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Díaz Batanero C, Sanchez-Garcia M, Fernández-Calderón F, Lozano OM. Decision making in substance use disorder patients: Reliability, convergent validity and sensitivity to change of a new behavioral measure. J Clin Exp Neuropsychol 2020; 42:998-1009. [PMID: 33153371 DOI: 10.1080/13803395.2020.1840519] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
OBJECTIVE The Iowa Gambling Task (IGT) and the Delay Discounting Test (DDT) are two of the most widely used decision-making tests within the field of addiction research. The IGT creates a context of uncertainty where immediate rewards or long-term benefits are chosen, whilst the DDT measures the change in value of a reward as the time taken to obtain it increases. The objective of this study was to analyze the psychometric properties of a new task: Deciding about your health (DAYH), which integrates both components. METHOD Longitudinal observational study. The sample was composed of 97 patients being treated for cocaine use disorder. The DAYH, IGT, DDT and other instruments for measuring dependence severity were administered. Relapse was evaluated within 3 and 6 months after the baseline assessment. RESULTS Reliability was indicated by an intraclass correlation coefficient (r) of. 80. DAYH scores showed significant relationships with IGT (r = -.237; p <.05), although not with DDT (r =.048) scores. A relationship was also found between DAYH and dependency severity (r = -.213; p <.05) and craving (r = -.231; p <.05). The DAYH scores showed sensitivity to change, and the capacity to predict relapse. CONCLUSIONS These findings indicate the utility of DAYH for exploring decision-making in patients with substance use disorders. The relationships with IGT and DDT also indicate the need to further investigate how decisions are made in various contexts of choice.
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Affiliation(s)
- C Díaz Batanero
- Department of Clinical and Experimental Psychology, University of Huelva , Huelva, Spain.,Research Center for Natural Resources, Health and the Environment, University of Huelva , Huelva, Spain
| | - M Sanchez-Garcia
- Department of Clinical and Experimental Psychology, University of Huelva , Huelva, Spain.,Research Center for Natural Resources, Health and the Environment, University of Huelva , Huelva, Spain
| | - Fermín Fernández-Calderón
- Department of Clinical and Experimental Psychology, University of Huelva , Huelva, Spain.,Research Center for Natural Resources, Health and the Environment, University of Huelva , Huelva, Spain
| | - O M Lozano
- Department of Clinical and Experimental Psychology, University of Huelva , Huelva, Spain.,Research Center for Natural Resources, Health and the Environment, University of Huelva , Huelva, Spain
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22
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Asymmetrical learning and memory for acquired gain versus loss associations. Cognition 2020; 202:104318. [DOI: 10.1016/j.cognition.2020.104318] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2019] [Revised: 04/29/2020] [Accepted: 04/30/2020] [Indexed: 01/22/2023]
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23
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Hayes T, Hudek N, Graham ID, Coyle D, Brehaut JC. When piloting health services interventions, what predicts real world behaviours? A systematic concept mapping review. BMC Med Res Methodol 2020; 20:76. [PMID: 32252648 PMCID: PMC7137431 DOI: 10.1186/s12874-020-00955-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2019] [Accepted: 03/19/2020] [Indexed: 12/18/2022] Open
Abstract
Background Modeling studies to inform the design of complex health services interventions often involves elements that differ from the intervention’s ultimate real-world use. These “hypothetical” elements include pilot participants, materials, and settings. Understanding the conditions under which studies with “hypothetical” elements can yield valid results would greatly help advance health services research. Our objectives are: 1) to conduct a systematic review of the literature to identify factors affecting the relationship between hypothetical decisions and real-world behaviours, and 2) to summarise and organize these factors into a preliminary framework. Methods We conducted an electronic database search using PsycINFO and Medline on November 30th, 2015, updated March 7th, 2019. We also conducted a supplemental snowball search on December 9th 2015 and a reverse citation search using Scopus and Web of Science. Studies were eligible to be included in this review if they clearly addressed the consistency between some type of hypothetical decision and a corresponding real decision or behaviour. Two reviewers extracted data using a standardized data collection form developed through an iterative consensus-based process. We extracted basic study information and data about each study’s research area, design, and research question. Quotations from the articles were extracted and summarized into standardized factor statements. Results Of the 2444 articles that were screened, 68 articles were included in the review. The articles identified 27 factors that we grouped into 4 categories: decision maker factors, cognitive factors, task factors, and matching factors. Conclusions We have summarized a large number of factors that may be relevant when considering whether hypothetical health services pilot work can be expected to yield results that are consistent with real-world behaviours. Our descriptive framework can serve as the basis for organizing future work exploring which factors are most relevant when seeking to develop complex health services interventions.
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Affiliation(s)
- Tavis Hayes
- Faculty of Medicine, University of Ottawa, Ottawa, ON, Canada
| | - Natasha Hudek
- Ottawa Hospital Research Institute, Clinical Epidemiology Program, The Ottawa Hospital, Ottawa, ON, Canada
| | - Ian D Graham
- Ottawa Hospital Research Institute, Clinical Epidemiology Program, The Ottawa Hospital, Ottawa, ON, Canada.,School of Epidemiology and Public Health, University of Ottawa, Ottawa, ON, Canada
| | - Doug Coyle
- Faculty of Medicine, University of Ottawa, Ottawa, ON, Canada.,School of Epidemiology and Public Health, University of Ottawa, Ottawa, ON, Canada
| | - Jamie C Brehaut
- Ottawa Hospital Research Institute, Clinical Epidemiology Program, The Ottawa Hospital, Ottawa, ON, Canada. .,School of Epidemiology and Public Health, University of Ottawa, Ottawa, ON, Canada.
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24
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Passarelli TO, Buchanan TW. How Do Stress and Social Closeness Impact Prosocial Behavior? Exp Psychol 2020; 67:123-131. [DOI: 10.1027/1618-3169/a000482] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
Abstract. Factors such as time pressure and psychosocial stress may increase or decrease prosocial behavior depending on a number of factors. One factor that consistently positively impacts prosocial behavior is relationship status: Prosocial behavior is more likely toward kin than toward strangers. The interactions among stress, kin relationships, and prosocial behavior were examined in two separate experiments. In Study 1, 79 university students were asked to decide how much money to donate to family members, friends, or strangers, either under time pressure or with no time constraints. Participants donated more to close kin and friends than to strangers, but time pressure did not increase prosocial behavior. In Study 2, 94 university students completed the Trier Social Stress Test for Groups (TSST-G) or a control task, followed by a similar donation task as used in Study 1. Participants donated more to close kin and friends than to strangers, but stress did not influence donation amounts. These results do not support the hypothesis that stress due to time pressure or psychosocial factors increases prosocial behavior.
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Affiliation(s)
| | - Tony W. Buchanan
- Department of Psychology, Saint Louis University, St. Louis, Missouri, USA
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25
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Li X, Pan Y, Fang Z, Lei H, Zhang X, Shi H, Ma N, Raine P, Wetherill R, Kim JJ, Wan Y, Rao H. Test-retest reliability of brain responses to risk-taking during the balloon analogue risk task. Neuroimage 2019; 209:116495. [PMID: 31887425 PMCID: PMC7061333 DOI: 10.1016/j.neuroimage.2019.116495] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2019] [Revised: 12/20/2019] [Accepted: 12/23/2019] [Indexed: 12/24/2022] Open
Abstract
The Balloon Analogue Risk Task (BART) provides a reliable and ecologically valid model for the assessment of individual risk-taking propensity and is frequently used in neuroimaging and developmental research. Although the test-retest reliability of risk-taking behavior during the BART is well established, the reliability of brain activation patterns in response to risk-taking during the BART remains elusive. In this study, we used functional magnetic resonance imaging (fMRI) and evaluated the test-retest reliability of brain responses in 34 healthy adults during a modified BART by calculating the intraclass correlation coefficients (ICC) and Dice’s similarity coefficients (DSC). Analyses revealed that risk-induced brain activation patterns showed good test-retest reliability (median ICC = 0.62) and moderate to high spatial consistency, while brain activation patterns associated with win or loss outcomes only had poor to fair reliability (median ICC = 0.33 for win and 0.42 for loss). These findings have important implications for future utility of the BART in fMRI to examine brain responses to risk-taking and decision-making.
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Affiliation(s)
- Xiong Li
- School of Economics and Management, Beijing University of Posts and Telecommunications, Beijing, China
| | - Yu Pan
- School of Economics and Management, Beijing University of Posts and Telecommunications, Beijing, China; Key Laboratory of Applied Brain and Cognitive Sciences, School of Business and Management, Shanghai International Studies University, Shanghai, China
| | - Zhuo Fang
- Key Laboratory of Applied Brain and Cognitive Sciences, School of Business and Management, Shanghai International Studies University, Shanghai, China; Center for Functional Neuroimaging, Department of Neurology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Hui Lei
- Center for Functional Neuroimaging, Department of Neurology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Xiaocui Zhang
- Center for Functional Neuroimaging, Department of Neurology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Hui Shi
- Center for Functional Neuroimaging, Department of Neurology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Ning Ma
- Center for Functional Neuroimaging, Department of Neurology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Philip Raine
- Center for Functional Neuroimaging, Department of Neurology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Reagan Wetherill
- Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Junghoon J Kim
- Department of Molecular, Cellular, and Biomedical Sciences, CUNY School of Medicine, The City College of New York, New York, NY, USA
| | - Yan Wan
- School of Economics and Management, Beijing University of Posts and Telecommunications, Beijing, China
| | - Hengyi Rao
- Key Laboratory of Applied Brain and Cognitive Sciences, School of Business and Management, Shanghai International Studies University, Shanghai, China; Center for Functional Neuroimaging, Department of Neurology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.
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Xu S, Wang H, Wang C. Paying out one versus paying out all trials and the decrease in behavioral and brain activity in the Balloon Analogue Risk Task. Psychophysiology 2019; 57:e13510. [DOI: 10.1111/psyp.13510] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2019] [Revised: 10/12/2019] [Accepted: 11/13/2019] [Indexed: 12/23/2022]
Affiliation(s)
- Sihua Xu
- Laboratory of Applied Brain and Cognitive Sciences Shanghai International Studies University Shanghai China
- College of International Business Shanghai International Studies University Shanghai China
| | - Hua Wang
- College of International Business Shanghai International Studies University Shanghai China
- Institute of Linguistics Shanghai International Studies University Shanghai China
| | - Cencen Wang
- College of International Business Shanghai International Studies University Shanghai China
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Umbach R, Leonard NR, Luciana M, Ling S, Laitner C. THE IOWA GAMBLING TASK IN VIOLENT AND NONVIOLENT INCARCERATED MALE ADOLESCENTS. CRIMINAL JUSTICE AND BEHAVIOR 2019; 46:1611-1629. [PMID: 32981980 PMCID: PMC7518041 DOI: 10.1177/0093854819847707] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
Previous studies have found impaired affective decision-making, as measured by the Iowa Gambling Task (IGT), in various antisocial populations. This is the first study to compare the IGT in violent and nonviolent incarcerated American youth. The IGT was administered to 185 incarcerated adolescent male offenders charged with either nonviolent (38.4%) or violent (61.6%) crimes. General linear mixed models and t tests were used to assess differences between the groups. The full sample performed worse than if they had selected from the decks at random. The violent offenders performed more poorly than the nonviolent offenders overall, primarily because they preferred "disadvantageous" Deck B to a greater degree; however, they did demonstrate some degree of learning by the final block of the task. Adolescent offenders demonstrate impaired affective decision-making. Behavior suggested preferential attention to frequency of loss and amount of gain and inattention to amount of loss.
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High sensation seeking is associated with behavioral and neural insensitivity to increased negative outcomes during decision-making under uncertainty. COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE 2019; 19:1352-1363. [DOI: 10.3758/s13415-019-00751-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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Damme KSF, Kelley NJ, Quinn ME, Glazer JE, Chat IKY, Young KS, Nusslock R, Zinbarg R, Bookheimer S, Craske MG. Emotional content impacts how executive function ability relates to willingness to wait and to work for reward. COGNITIVE, AFFECTIVE & BEHAVIORAL NEUROSCIENCE 2019; 19:637-652. [PMID: 30937705 PMCID: PMC6599486 DOI: 10.3758/s13415-019-00712-4] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Research has demonstrated that better value-based decision making (e.g., waiting or working for rewards) relates to greater executive function (EF) ability. However, EF is not a static ability, but is influenced by the emotional content of the task. As such, EF ability in emotional contexts may have unique associations with value-based decision making, in which costs and benefits are explicit. Participants (N = 229) completed an EF task (with both negative and neutral task conditions) and two value-based decision-making tasks. Willingness to wait and to work were evaluated in separate path models relating the waiting and working conditions to the EF conditions. Willingness to wait and willingness to work showed distinct relationships with EF ability: Greater EF ability on a negative, but not on a neutral, EF task was related to a willingness to wait for a reward, whereas greater EF ability across both EF tasks was related to a greater willingness to work for a reward. EF ability on a negative EF task showed an inverted-U relationship to willingness to wait for reward, and was most related to willingness to wait at a 6-month delay. Greater EF, regardless of whether the task was negative or neutral, was related to a greater willingness to work when reward was uncertain (50%) or was likely (88%), but not when reward was unlikely (12%). This study suggests that the emotional content of value-based decisions impacts the relationship between EF ability and willingness to wait or to work for reward.
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Affiliation(s)
| | | | - Meghan E Quinn
- Northwestern University, Evanston, IL, USA
- Vanderbilt University, Nashville, TN, USA
| | | | - Iris Ka-Yi Chat
- Northwestern University, Evanston, IL, USA
- Temple University, Philadelphia, PA, USA
| | - Katherine S Young
- University of California, Los Angeles, Los Angeles, CA, USA
- King's College, London, UK
| | | | - Richard Zinbarg
- Northwestern University, Evanston, IL, USA
- Family Institute at Northwestern University, Evanston, IL, USA
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Xu S, Xiao Z, Rao H. Hypothetical Versus Real Monetary Reward Decrease the Behavioral and Affective Effects in the Balloon Analogue Risk Task. Exp Psychol 2019; 66:221-230. [DOI: 10.1027/1618-3169/a000447] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
Abstract. A critical question is whether the same decision-making processes underlie task performance with hypothetical and real money as rewards. Across two studies, we administered the Balloon Analogue Risk Task to healthy young adults under these two reward conditions. We found that participants displayed greater risk aversion during trials immediately after the balloon exploded in the previous trial in case the reward was real money, than if the reward was hypothetical money and exhibited greater subjective ratings of regret following losing trials. Moreover, subjective regret ratings after the balloon exploded in the previous trial with real money correlated with risk-taking behavior changes in the current trial, whereas we did not observe this correlation with hypothetical monetary rewards. In addition, when we manipulated the real money amounts to be large or small, participants were more risk averse in the large real money condition compared to the real money amount, whereas we did not observe these differences with varying amounts of hypothetical money.
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Affiliation(s)
- Sihua Xu
- Laboratory of Applied Brain and Cognitive Sciences, College of International Business, Shanghai International Studies University, Shanghai, PR China
- Department of Applied Psychology, Guangdong University of Finance and Economics, Guangzhou, PR China
| | - Zhiguo Xiao
- Teacher Development and Educational Technology Center, Guangdong University of Finance and Economics, Guangzhou, PR China
| | - Hengyi Rao
- Laboratory of Applied Brain and Cognitive Sciences, College of International Business, Shanghai International Studies University, Shanghai, PR China
- Center for Functional Neuroimaging, Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
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虚拟和真实金钱奖赏幅度对海洛因戒断者风险决策的影响. ACTA PSYCHOLOGICA SINICA 2019. [DOI: 10.3724/sp.j.1041.2019.00507] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Cuevas Rivera D, Ott F, Markovic D, Strobel A, Kiebel SJ. Context-Dependent Risk Aversion: A Model-Based Approach. Front Psychol 2018; 9:2053. [PMID: 30416474 PMCID: PMC6212575 DOI: 10.3389/fpsyg.2018.02053] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2018] [Accepted: 10/05/2018] [Indexed: 02/03/2023] Open
Abstract
Most research on risk aversion in behavioral science with human subjects has focused on a component of risk aversion that does not adapt itself to context. More recently, studies have explored risk aversion adaptation to changing circumstances in sequential decision-making tasks. It is an open question whether one can identify evidence, at the single subject level, for such risk aversion adaptation. We conducted a behavioral experiment on human subjects, using a sequential decision making task. We developed a model-based approach for estimating the adaptation of risk-taking behavior with single-trial resolution by modeling a subject's goals and internal representation of task contingencies. Using this model-based approach, we estimated the subject-specific adaptation of risk aversion depending on the current task context. We found striking inter-subject variations in the adaptation of risk-taking behavior. We show that these differences can be explained by differences in subjects' internal representations of task contingencies and goals. We discuss that the proposed approach can be adapted to a wide range of experimental paradigms and be used to analyze behavioral measures other than risk aversion.
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Affiliation(s)
- Darío Cuevas Rivera
- Chair of Neuroimaging, Faculty of Psychology, Technische Universität Dresden, Dresden, Germany
| | - Florian Ott
- Chair of Neuroimaging, Faculty of Psychology, Technische Universität Dresden, Dresden, Germany
| | - Dimitrije Markovic
- Chair of Neuroimaging, Faculty of Psychology, Technische Universität Dresden, Dresden, Germany
| | - Alexander Strobel
- Chair of Differential and Personality Psychology, Faculty of Psychology, Technische Universität Dresden, Dresden, Germany
| | - Stefan J Kiebel
- Chair of Neuroimaging, Faculty of Psychology, Technische Universität Dresden, Dresden, Germany
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