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Using Neural Data to Test a Theory of Investor Behavior: An Application to Realization Utility

Frydman, Cary and Barberis, Nicholas and Camerer, Colin and Bossaerts, Peter and Rangel, Antonio (2014) Using Neural Data to Test a Theory of Investor Behavior: An Application to Realization Utility. Journal of Finance, 69 (2). pp. 907-946. ISSN 0022-1082. https://resolver.caltech.edu/CaltechAUTHORS:20140424-083206634

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Abstract

We conduct a study in which subjects trade stocks in an experimental market while we measure their brain activity using functional magnetic resonance imaging. All of the subjects trade in a suboptimal way. We use the neural data to test a "realization utility" explanation for their behavior. We find that activity in two areas of the brain that are important for economic decision-making exhibit activity consistent with the predictions of realization utility. These results provide support for the realization utility model. More generally, they demonstrate that neural data can be helpful in testing models of investor behavior.


Item Type:Article
Related URLs:
URLURL TypeDescription
http://dx.doi.org/10.1111/jofi.12126DOIArticle
http://onlinelibrary.wiley.com/doi/10.1111/jofi.12126/abstractPublisherArticle
http://dx.doi.org/10.2139/ssrn.1892338SSRNWorking Paper
http://www.nber.org/papers/w18562Related ItemWorking Paper
ORCID:
AuthorORCID
Camerer, Colin0000-0003-4049-1871
Bossaerts, Peter0000-0003-2308-2603
Other Contributors:
ContributionOther Contributors NameIdentifierPersonID (may be blank)
EditorHarvey, CampbellHarvey-CUNSPECIFIED
Additional Information:© 2014 American Finance Association. Issue published online: 17 MAR 2014; Article first published online: 17 MAR 2014; Accepted manuscript online: 18 NOV 2013 06:05AM EST; Manuscript Accepted: 17 SEP 2013; Manuscript Received: 18 JUL 2011. We are grateful for comments from seminar participants at Brigham Young University, Indiana University, New York University, Stanford University, the University of California at Berkeley, the University of Connecticut, the University of Notre Dame, the University of Southern California, the University of Texas at Austin, Washington University, the Fall 2010 NBER Behavioral Finance meeting, the 2010 Society for Neuroeconomics meeting, the 2010 Miami Finance Conference, the 2011 BEAM Conference, the 2011 WFA conference, and the 2012 NBER-Oxford Saïd-CFS-EIEF Conference on Household Finance. Financial support from the National Science Foundation (Camerer, Frydman, Rangel), the Betty and Gordon Moore Foundation (Camerer, Rangel), and the Lipper Foundation (Rangel) is gratefully acknowledged. Additional Supporting Information may be found in the online version of this article at the publisher’s web site.
Funders:
Funding AgencyGrant Number
NSFUNSPECIFIED
Gordon and Betty Moore FoundationUNSPECIFIED
Lipper FoundationUNSPECIFIED
Subject Keywords:neuroeconomics; trading; disposition effect; realization utility
Other Numbering System:
Other Numbering System NameOther Numbering System ID
NBER Working Paper18562
SSRN1892338
Issue or Number:2
Classification Code:JEL Classification: G11
Record Number:CaltechAUTHORS:20140424-083206634
Persistent URL:https://resolver.caltech.edu/CaltechAUTHORS:20140424-083206634
Official Citation:Frydman, C., Barberis, N., Camerer, C., Bossaerts, P., & Rangel, A. (2014). Using Neural Data to Test a Theory of Investor Behavior: An Application to Realization Utility. The Journal of Finance, 69(2), 907-946. doi: 10.1111/jofi.12126
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:45177
Collection:CaltechAUTHORS
Deposited By: Aucoeur Ngo
Deposited On:25 Apr 2014 16:55
Last Modified:03 Oct 2019 06:27

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