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来源类型Working Paper
规范类型报告
DOI10.3386/w17014
来源IDWorking Paper 17014
Managing Self-Confidence: Theory and Experimental Evidence
Markus M. Mobius; Muriel Niederle; Paul Niehaus; Tanya S. Rosenblat
发表日期2011-05-05
出版年2011
语种英语
摘要Evidence from social psychology suggests that agents process information about their own ability in a biased manner. This evidence has motivated exciting research in behavioral economics, but has also garnered critics who point out that it is potentially consistent with standard Bayesian updating. We implement a direct experimental test. We study a large sample of 656 undergraduate students, tracking the evolution of their beliefs about their own relative performance on an IQ test as they receive noisy feedback from a known data-generating process. Our design lets us repeatedly measure the complete relevant belief distribution incentive-compatibly. We find that subjects (1) place approximately full weight on their priors, but (2) are asymmetric, over-weighting positive feedback relative to negative, and (3) conservative, updating too little in response to both positive and negative signals. These biases are substantially less pronounced in a placebo experiment where ego is not at stake. We also find that (4) a substantial portion of subjects are averse to receiving information about their ability, and that (5) less confident subjects are causally more likely to be averse. We unify these phenomena by showing that they all arise naturally in a simple model of optimally biased Bayesian information processing.
主题Econometrics ; Experimental Design ; Microeconomics ; Economics of Information
URLhttps://www.nber.org/papers/w17014
来源智库National Bureau of Economic Research (United States)
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资源类型智库出版物
条目标识符http://119.78.100.153/handle/2XGU8XDN/574688
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GB/T 7714
Markus M. Mobius,Muriel Niederle,Paul Niehaus,et al. Managing Self-Confidence: Theory and Experimental Evidence. 2011.
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