Financial Competence, Overconfidence, and Trusting Investments: Results from an Experiment
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- Ronald J. Baker & Susan K. Laury & Arlington W. Williams, 2008.
"Comparing Small‐Group and Individual Behavior in Lottery‐Choice Experiments,"
Southern Economic Journal, John Wiley & Sons, vol. 75(2), pages 367-382, August.
- Ronald J. Baker II & Susan K. Laury & Arlington W. Williams, 2007. "Comparing Small-Group and Individual Behavior in Lottery-Choice Experiments," CAEPR Working Papers 2007-018, Center for Applied Economics and Policy Research, Department of Economics, Indiana University Bloomington, revised May 2008.
- Fehr, Ernst & Leibbrandt, Andreas, 2011.
"A field study on cooperativeness and impatience in the Tragedy of the Commons,"
Journal of Public Economics, Elsevier, vol. 95(9-10), pages 1144-1155, October.
- Fehr, Ernst & Leibbrandt, Andreas, 2011. "A field study on cooperativeness and impatience in the Tragedy of the Commons," Journal of Public Economics, Elsevier, vol. 95(9), pages 1144-1155.
- Terrance Odean., 1996.
"Volume, Volatility, Price and Profit When All Trader Are Above Average,"
Research Program in Finance Working Papers
RPF-266, University of California at Berkeley.
- Terrance Odean, 1998. "Volume, Volatility, Price and Profit When All Traders Are Above Average," Finance 9803001, University Library of Munich, Germany.
- Fong, Christina M. & Luttmer, Erzo F.P., 2011.
"Do fairness and race matter in generosity? Evidence from a nationally representative charity experiment,"
Journal of Public Economics, Elsevier, vol. 95(5-6), pages 372-394, June.
- Fong, Christina M. & Luttmer, Erzo F.P., 2011. "Do fairness and race matter in generosity? Evidence from a nationally representative charity experiment," Journal of Public Economics, Elsevier, vol. 95(5), pages 372-394.
- Craig E. Landry & Andreas Lange & John A. List & Michael K. Price & Nicholas G. Rupp, 2006.
"Toward an Understanding of the Economics of Charity: Evidence from a Field Experiment,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(2), pages 747-782.
- Craig Landry & Andreas Lange & John A. List & Michael K. Price & Nicholas G. Rupp, 2005. "Toward an Understanding of the Economics of Charity: Evidence from a Field Experiment," NBER Working Papers 11611, National Bureau of Economic Research, Inc.
- Craig Landry & Andreas Lange & John List & Michael Price & Nicholas Rupp, 2006. "Toward an understanding of the economics of charity: Evidence from a field experiment," Natural Field Experiments 00292, The Field Experiments Website.
- Ernst Fehr & Urs Fischbacher, "undated". "Why Social Preferences Matter - The Impact of Non-Selfish Motives on Competition," IEW - Working Papers 084, Institute for Empirical Research in Economics - University of Zurich.
- repec:bla:jfinan:v:59:y:2004:i:3:p:969-998 is not listed on IDEAS
- Brad M. Barber & Terrance Odean, 2000. "Trading Is Hazardous to Your Wealth: The Common Stock Investment Performance of Individual Investors," Journal of Finance, American Finance Association, vol. 55(2), pages 773-806, April.
- Charles A. Holt & Susan K. Laury, 2002. "Risk Aversion and Incentive Effects," American Economic Review, American Economic Association, vol. 92(5), pages 1644-1655, December.
- repec:bla:jfinan:v:53:y:1998:i:6:p:1839-1885 is not listed on IDEAS
- James Andreoni, 1995.
"Warm-Glow versus Cold-Prickle: The Effects of Positive and Negative Framing on Cooperation in Experiments,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(1), pages 1-21.
- James Andreoni, 1994. "Warm-Glow versus Cold-Prickle: The Effects of Positive and Negative Framing on Cooperation in Experiments," Experimental 9410002, University Library of Munich, Germany.
- James Andreoni, 1997. "Warm-glow versus cold-prickle: the effect of positive and negative framing on cooperation in experiments," Levine's Working Paper Archive 671, David K. Levine.
- Andreoni, J., 1994. "Warm-Glow Versus Cold-Prickle: The Effects of Positive and Negative Farming on Cooperation in Experiments," Working papers 9406, Wisconsin Madison - Social Systems.
- Ronald J. Baker II & Susan K. Laury & Arlington W. Williams, 2008.
"Comparing Small-Group and Individual Behavior in Lottery-Choice Experiments,"
Southern Economic Journal,
Southern Economic Association, vol. 75(2), pages 367-382, October.
- Ronald J. Baker II & Susan K. Laury & Arlington W. Williams, 2007. "Comparing Small-Group and Individual Behavior in Lottery-Choice Experiments," Caepr Working Papers 2007-018, Center for Applied Economics and Policy Research, Economics Department, Indiana University Bloomington.
- Ronald J. Baker II & Susan K. Laury & Arlington W. Williams, 2008. "Comparing Small-Group and Individual Behavior in Lottery-Choice Experiments," Caepr Working Papers 2007-018_Updated, Center for Applied Economics and Policy Research, Economics Department, Indiana University Bloomington.
- repec:bla:jfinan:v:59:y:2004:i:1:p:137-163 is not listed on IDEAS
- Annamaria Lusardi & Olivia S. Mitchell, 2014. "The Economic Importance of Financial Literacy: Theory and Evidence," Journal of Economic Literature, American Economic Association, vol. 52(1), pages 5-44, March.
- Annamaria Lusardi & Olivia S. Mitchell, 2013. "The Economic Importance of Financial Literacy: Theory and Evidence," CeRP Working Papers 134, Center for Research on Pensions and Welfare Policies, Turin (Italy).
- Annamaria Lusardi & Olivia S. Mitchell, 2013. "The Economic Importance of Financial Literacy: Theory and Evidence," NBER Working Papers 18952, National Bureau of Economic Research, Inc.
- Malmendier, Ulrike & Tate, Geoffrey, 2008. "Who makes acquisitions? CEO overconfidence and the market's reaction," Journal of Financial Economics, Elsevier, vol. 89(1), pages 20-43, July.
- Malmendier, Ulrike M. & Tate, Geoffrey, 2003. "Who Makes Acquisitions? CEO Overconfidence and the Market's Reaction," Research Papers 1798, Stanford University, Graduate School of Business.
- Ulrike Malmendier & Geoffrey Tate, 2004. "Who Makes Acquisitions? CEO Overconfidence and the Market's Reaction," NBER Working Papers 10813, National Bureau of Economic Research, Inc.
- Lusardi, Annamaria & Mitchell, Olivia S., 2007. "Baby Boomer retirement security: The roles of planning, financial literacy, and housing wealth," Journal of Monetary Economics, Elsevier, vol. 54(1), pages 205-224, January.
- Lusardi, Annamaria & Mitchell, Olivia S., 2006. "Baby boomer retirement security: The roles of planning, financial literacy, and Housing wealth," CFS Working Paper Series 2006/20, Center for Financial Studies (CFS).
- Annamaria Lusardi & Olivia S. Mitchell, 2006. "Baby Boomer Retirement Security: The Roles of Planning, Financial Literacy, and Housing Wealth," CeRP Working Papers 54, Center for Research on Pensions and Welfare Policies, Turin (Italy).
- Annamaria Lusardi & Olivia S. Mitchell, 2006. "Baby Boomer Retirement Security: the Roles of Planning, Financial Literacy, and Housing Wealth," NBER Working Papers 12585, National Bureau of Economic Research, Inc.
- Annamaria Lusardi & Olivia S. Mitchell, 2006. "Baby Boomer Retirement Security: The Roles of Planning, Financial Literacy, and Housing Wealth," Working Papers wp114, University of Michigan, Michigan Retirement Research Center.
- Sondra G. Beverly & Marianne A. Hilgert & Jeanne M. Hogarth, 2003. "Household financial management: the connection between knowledge and behavior," Federal Reserve Bulletin, Board of Governors of the Federal Reserve System (U.S.), issue Jul, pages 309-322.
- Yao-Min Chiang & David Hirshleifer & Yiming Qian & Ann E. Sherman, 2011. "Do Investors Learn from Experience? Evidence from Frequent IPO Investors," The Review of Financial Studies, Society for Financial Studies, vol. 24(5), pages 1560-1589.
- Tyran, Jean-Robert & Sausgruber, Rupert, 2006. "A little fairness may induce a lot of redistribution in democracy," European Economic Review, Elsevier, vol. 50(2), pages 469-485, February.
- Jean-Robert Tyran & Rupert Sausgruber, 2002. "A Little Fairness may Induce a Lot of Redistribution in Democracy," University of St. Gallen Department of Economics working paper series 2002 2002-30, Department of Economics, University of St. Gallen.
- Bruno Biais & Denis Hilton & Karine Mazurier & Sébastien Pouget, 2005. "Judgemental Overconfidence, Self-Monitoring, and Trading Performance in an Experimental Financial Market," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(2), pages 287-312.
- Biais, Bruno & Hilton, Denis & Mazurier, Karine & Pouget, Sébastien, 2004. "Judgmental Overconfidence, Self-Monitoring and Trading Performance in an Experimental Financial Market," IDEI Working Papers 259, Institut d'Économie Industrielle (IDEI), Toulouse.
- Abigail Barr & Danila Serra, 2009. "The effects of externalities and framing on bribery in a petty corruption experiment," Experimental Economics, Springer;Economic Science Association, vol. 12(4), pages 488-503, December.
- Abigail Barr & Danila Serra, 2008. "The effects of externalities and framing on bribery in a petty corruption experiment," CSAE Working Paper Series 2008-24, Centre for the Study of African Economies, University of Oxford.
- Leonardo Becchetti & Stefano Caiazza & Decio Coviello, 2013. "Financial education and investment attitudes in high schools: evidence from a randomized experiment," Applied Financial Economics, Taylor & Francis Journals, vol. 23(10), pages 817-836, May.
- Leonardo Becchetti & Stefano Caiazza & Decio Coviello, 2011. "Financial education and investment attitudes in high schools: evidence from a randomized experiment," CEIS Research Paper 210, Tor Vergata University, CEIS, revised 07 Sep 2011.
- Robert B. Barsky & F. Thomas Juster & Miles S. Kimball & Matthew D. Shapiro, 1997. "Preference Parameters and Behavioral Heterogeneity: An Experimental Approach in the Health and Retirement Study," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(2), pages 537-579.
- Cary Deck & Jungmin Lee & Javier Reyes & Chris Rosen, 2012. "Risk-Taking Behavior: An Experimental Analysis of Individuals and Dyads," Southern Economic Journal, Southern Economic Association, vol. 79(2), pages 277-299, October.
- Sunden, Annika E & Surette, Brian J, 1998. "Gender Differences in the Allocation of Assets in Retirement Savings Plans," American Economic Review, American Economic Association, vol. 88(2), pages 207-211, May.
- van Rooij, Maarten & Lusardi, Annamaria & Alessie, Rob, 2011. "Financial literacy and stock market participation," Journal of Financial Economics, Elsevier, vol. 101(2), pages 449-472, August.
- M.C.J. van Rooij & A. Lusardi & R. Alessie, 2007. "Financial Literacy and Stock Market Participation," Working Papers 07-23, Utrecht School of Economics.
- Maarten van Rooij & Annamaria Lusardi & Rob Alessie, 2007. "Financial Literacy and Stock Market Participation," NBER Working Papers 13565, National Bureau of Economic Research, Inc.
- Maarten van Rooij & Annamaria Lusardi & Rob Alessie, 2007. "Financial Literacy and Stock Market Participation," CeRP Working Papers 66, Center for Research on Pensions and Welfare Policies, Turin (Italy).
- van Rooij, Maarten & Lusardi, Annamaria & Alessie, Rob J. M., 2007. "Financial literacy and stock market participation," CFS Working Paper Series 2007/27, Center for Financial Studies (CFS).
- Maarten vanRooij & Annamaria Lusardi & Rob Alessie, 2007. "Financial Literacy and Stock Market Participation," Working Papers wp162, University of Michigan, Michigan Retirement Research Center.
- Richard Deaves & Erik Lüders & Guo Ying Luo, 2009. "An Experimental Test of the Impact of Overconfidence and Gender on Trading Activity," Review of Finance, European Finance Association, vol. 13(3), pages 555-575.
- Puri, Manju & Robinson, David T., 2007. "Optimism and economic choice," Journal of Financial Economics, Elsevier, vol. 86(1), pages 71-99, October.
- Manju Puri & David Robinson, 2005. "Optimism and Economic Choice," NBER Working Papers 11361, National Bureau of Economic Research, Inc.
- Ronald J. Baker II & Susan K. Laury & Arlington W. Williams, 2008. "Comparing Small-Group and Individual Behavior in Lottery-Choice Experiments," Southern Economic Journal, Southern Economic Association, vol. 75(2), pages 367-382, October.
- Ronald J. Baker II & Susan K. Laury & Arlington W. Williams, 2007. "Comparing Small-Group and Individual Behavior in Lottery-Choice Experiments," Caepr Working Papers 2007-018, Center for Applied Economics and Policy Research, Economics Department, Indiana University Bloomington.
- Ronald J. Baker II & Susan K. Laury & Arlington W. Williams, 2007. "Comparing Small-Group and Individual Behavior in Lottery-Choice Experiments," Caepr Working Papers 2007-018_updated, Center for Applied Economics and Policy Research, Economics Department, Indiana University Bloomington, revised May 2008.
- Victor Stango & Jonathan Zinman, 2009. "Exponential Growth Bias and Household Finance," Journal of Finance, American Finance Association, vol. 64(6), pages 2807-2849, December.
- Ernst Fehr & Urs Fischbacher, 2002. "Why Social Preferences Matter -- The Impact of Non-Selfish Motives on Competition, Cooperation and Incentives," Economic Journal, Royal Economic Society, vol. 112(478), pages 1-33, March.
- repec:bla:jfinan:v:53:y:1998:i:6:p:1887-1934 is not listed on IDEAS
- Dan Lovallo & Colin Camerer, 1999. "Overconfidence and Excess Entry: An Experimental Approach," American Economic Review, American Economic Association, vol. 89(1), pages 306-318, March.
- Berg Joyce & Dickhaut John & McCabe Kevin, 1995. "Trust, Reciprocity, and Social History," Games and Economic Behavior, Elsevier, vol. 10(1), pages 122-142, July.
- Charness, Gary & Gneezy, Uri, 2008. "What's in a name? Anonymity and social distance in dictator and ultimatum games," Journal of Economic Behavior & Organization, Elsevier, vol. 68(1), pages 29-35, October.
Full references (including those not matched with items on IDEAS)- Charness, Gary & Gneezy, Uri, 2000. "What’s in a Name? Anonymity and Social Distance in Dictator and Ultimatum Games," University of California at Santa Barbara, Economics Working Paper Series qt57q360q6, Department of Economics, UC Santa Barbara.
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Cited by:- Entorf, Horst & Hou, Jia, 2018.
"Financial Education for the Disadvantaged? A Review,"
IZA Discussion Papers
11515, Institute of Labor Economics (IZA).
- Entorf, Horst & Hou, Jia, 2018. "Financial education for the disadvantaged? A review," SAFE Working Paper Series 205, Leibniz Institute for Financial Research SAFE.
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Keywords
; ; ; ; ; ;JEL classification:
- G02 - Financial Economics - - General - - - Behavioral Finance: Underlying Principles
- C91 - Mathematical and Quantitative Methods - - Design of Experiments - - - Laboratory, Individual Behavior
- D03 - Microeconomics - - General - - - Behavioral Microeconomics: Underlying Principles
NEP fields
This paper has been announced in the following NEP Reports:- NEP-CBE-2015-10-17 (Cognitive and Behavioural Economics)
- NEP-EXP-2015-10-17 (Experimental Economics)
- NEP-UPT-2015-10-17 (Utility Models and Prospect Theory)
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