Misfortune might be a blessing in disguise: Novel evidence from model fitting and feedback-related negativity indicates the impact of fairness perception and negative emotional experience in the enhancement of decision-making performance

碩士 === 國立臺灣大學 === 心理學研究所 === 104 === Equality and fairness in social interaction often elicit affective arousal and show a great impact on decision making. The present study aims to un- cover the mechanism behind such daily-life experiences using the behavioral, model-fitting, and electrophysiologic...

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Main Authors: Yin-Dir Hwang, 黃尹笛
Other Authors: Yung-Fong Hsu
Format: Others
Language:en_US
Published: 2016
Online Access:http://ndltd.ncl.edu.tw/handle/8tmvx4
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spelling ndltd-TW-104NTU050710132019-05-15T22:34:52Z http://ndltd.ncl.edu.tw/handle/8tmvx4 Misfortune might be a blessing in disguise: Novel evidence from model fitting and feedback-related negativity indicates the impact of fairness perception and negative emotional experience in the enhancement of decision-making performance 塞翁失馬,焉知非福:公平性覺察與負面情緒提升決策表現的模型估計與反饋負波證據 Yin-Dir Hwang 黃尹笛 碩士 國立臺灣大學 心理學研究所 104 Equality and fairness in social interaction often elicit affective arousal and show a great impact on decision making. The present study aims to un- cover the mechanism behind such daily-life experiences using the behavioral, model-fitting, and electrophysiological approaches. In the first session of the experiment, Sixty-three paid participants were randomly assigned to one of the “Neutral,” “Harsh,” and “Kind” groups to undertake a different level of perceived fairness. Then a probabilistic gambling task with different proba- bilities of negative-reward assignments was applied to each participant to ex- amine the impact of emotional experience on her choice behavior. Altogether the procedures lasted about two hours. Trial-by-trial data were fitted by a hybrid reinforcement learning model using the Bayesian estimation approach. Brain activities were measured via event-related potentials. Our analyses re- vealed that, compared with other two groups, participants in the Harsh group retained more task scores, exhibited distinct parameter values of the reinforce- ment learning model, and demonstrated a larger feedback-related negativity to unexpected outcomes, suggesting a higher sensitivity to prediction error and a tendency to loss aversion. Yung-Fong Hsu 徐永豐 2016 學位論文 ; thesis 40 en_US
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description 碩士 === 國立臺灣大學 === 心理學研究所 === 104 === Equality and fairness in social interaction often elicit affective arousal and show a great impact on decision making. The present study aims to un- cover the mechanism behind such daily-life experiences using the behavioral, model-fitting, and electrophysiological approaches. In the first session of the experiment, Sixty-three paid participants were randomly assigned to one of the “Neutral,” “Harsh,” and “Kind” groups to undertake a different level of perceived fairness. Then a probabilistic gambling task with different proba- bilities of negative-reward assignments was applied to each participant to ex- amine the impact of emotional experience on her choice behavior. Altogether the procedures lasted about two hours. Trial-by-trial data were fitted by a hybrid reinforcement learning model using the Bayesian estimation approach. Brain activities were measured via event-related potentials. Our analyses re- vealed that, compared with other two groups, participants in the Harsh group retained more task scores, exhibited distinct parameter values of the reinforce- ment learning model, and demonstrated a larger feedback-related negativity to unexpected outcomes, suggesting a higher sensitivity to prediction error and a tendency to loss aversion.
author2 Yung-Fong Hsu
author_facet Yung-Fong Hsu
Yin-Dir Hwang
黃尹笛
author Yin-Dir Hwang
黃尹笛
spellingShingle Yin-Dir Hwang
黃尹笛
Misfortune might be a blessing in disguise: Novel evidence from model fitting and feedback-related negativity indicates the impact of fairness perception and negative emotional experience in the enhancement of decision-making performance
author_sort Yin-Dir Hwang
title Misfortune might be a blessing in disguise: Novel evidence from model fitting and feedback-related negativity indicates the impact of fairness perception and negative emotional experience in the enhancement of decision-making performance
title_short Misfortune might be a blessing in disguise: Novel evidence from model fitting and feedback-related negativity indicates the impact of fairness perception and negative emotional experience in the enhancement of decision-making performance
title_full Misfortune might be a blessing in disguise: Novel evidence from model fitting and feedback-related negativity indicates the impact of fairness perception and negative emotional experience in the enhancement of decision-making performance
title_fullStr Misfortune might be a blessing in disguise: Novel evidence from model fitting and feedback-related negativity indicates the impact of fairness perception and negative emotional experience in the enhancement of decision-making performance
title_full_unstemmed Misfortune might be a blessing in disguise: Novel evidence from model fitting and feedback-related negativity indicates the impact of fairness perception and negative emotional experience in the enhancement of decision-making performance
title_sort misfortune might be a blessing in disguise: novel evidence from model fitting and feedback-related negativity indicates the impact of fairness perception and negative emotional experience in the enhancement of decision-making performance
publishDate 2016
url http://ndltd.ncl.edu.tw/handle/8tmvx4
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