Madarasz, Kristof (2008): Information projection: model and applications. Forthcoming in: Review of Economic Studies
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Abstract
People exaggerate the extent to which their information is shared with others. This paper introduces the concept of such information projection and provides a simple but widely applicable model. The key application describes a novel agency conflict in a frictionless learning environment. When monitoring with ex post information, biased evaluators exaggerate how much experts could have known ex ante and underestimate experts on average. Experts, to defend their reputations, are too eager to base predictions on ex ante information that substitutes for the information jurors independently learn ex post and too reluctant to base predictions on ex ante information that complements the information jurors independently learn ex post. Instruments that mitigate Bayesian agency conflicts are either ineffective or directly backfire. Limiting monitoring improves efficiency. Applications to defensive medicine are discussed.
Item Type: | MPRA Paper |
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Original Title: | Information projection: model and applications |
Language: | English |
Keywords: | Biased beliefs Hindsight bias Misattribution Monitoring Defensive agency Defensive medicine |
Subjects: | D - Microeconomics > D0 - General D - Microeconomics > D0 - General > D03 - Behavioral Microeconomics: Underlying Principles D - Microeconomics > D8 - Information, Knowledge, and Uncertainty > D86 - Economics of Contract: Theory D - Microeconomics > D8 - Information, Knowledge, and Uncertainty > D84 - Expectations ; Speculations D - Microeconomics > D2 - Production and Organizations > D20 - General D - Microeconomics > D8 - Information, Knowledge, and Uncertainty > D82 - Asymmetric and Private Information ; Mechanism Design |
Item ID: | 38612 |
Depositing User: | Kristof Madarasz |
Date Deposited: | 07 May 2012 03:06 |
Last Modified: | 28 Sep 2019 05:59 |
References: | [1] Anderson, J., M. Jennings, J. Lowe and P. Reckers. (1997), "The Mitigation of Hindsight Bias in JudgesíEvaluation of Auditor Decisions." Auditing: A Journal of Practice and Theory, Vol. 16, 20ñ39. [2] Arkes, H., P. Saville, R Wortman and A. Harkness. (1981), "Hindsight Bias Among Physicians Weighing The Likelihood of Diagnoses." Journal of Applied Psychology, Vol. 66, 252 ñ254. [3] Baron, J. and J. Hershey. (1988), "Outcome Bias in Decision Evaluation." Journal of Personality and Social Psychology, Vol. 54, 569-579. [4] Biais, B. and M. Weber. (2009), "Hindsight bias and Investment Performance." Man- agement Science, Vol. 55, 1018-1029. [5] Berlin, L. and R. Hendrix. (1998), "Perceptual Errors and Negligence." American Jour- nal of Roentgenology, Vol. 170, 863-867. [6] Berlin, L. (2004), "Malpractice Issues in Radiology: Outcome Bias." American Journal of Roentgenology, Vol.183, 557-560. [7] Blackwell, D. (1953), "Equivalent Comparisons of Experiments." Annals of Mathemat- ical Statistics, Vol. 24, 265-272. [8] Camerer, C., G. Loewenstein and M. Weber. (1989), "The Curse of Knowledge in Eco- nomic Settings: An Experimental Analysis." Journal of Political Economy, Vol. 97, 1234-1254. [9] Camerer, C. (1992), "The Rationality of Prices and Volume in Experimental Markets." Organizational Behavior and Human Decision Processes. Vol. 51, 237-272. [10] Camerer, C., Ho T., C. Juin-Kuan. (2004), "A Cognitive Hierarchy Model of Games." Quarterly Journal of Economics. Vol. 119, 861-896. [11] Caplan, R., K. Posner and F. Cheney. (1991), "E§ect of Outcome on Physician Judg- ments of Appropriateness of Care." Journal of the American Medical Association, Vol. 265, 1957-1960. [12] Cusumano, M. and R. Selby. (1995), Microsoft secrets. New York: Free Press. [13] Crawford, V. M. Costa-Gomes and N. Iriberri. (2010), "Strategic Thinking." mimeo Oxford. [14] Durell, A. (1999), "Attribution in Performance Evaluation." Ph.D Thesis. Harvard Uni- versity, Cambridge MA. [15] Eyster, E. and M. Rabin. (2005), "Cursed Equilibrium." Econometrica, Vol. 73, No. 5., 1623-1672. [16] Fischho§, B. (1975), "Hindsight / foresight: The E§ect of Outcome Knowledge On Judgement Under Uncertainty." Journal of Experimental Psychology: Human Per- ception and Performance, Vol. 1, 288-299. 29 [17] Gilovich, T., K. Savitsky and V. Medvec. (1998), "The Illusion of Transparency: Biased Assessment of Otherís Ability to Read our Emotional States." Journal of Personality and Social Psychology, Vol. 76, 743-753. [18] Gilovich T., V. Medvec, and K. Savitsky. (2000), "The Spotlight E§ect in Social Judg- ment: An Egocentric Bias in Estimates of the Salience of Oneís Own Actions and Appearance." Journal of Personality and Social Psychology, Vol. 78, 211-222. [19] Guilbault, R., F. Bryant, J. Brockway, and E. Posavac. (2004), "A Meta-Analysis of Research on Hindsight Bias." Basic and Applied Social Psychology, Vol. 26, 103-117. [20] Hastie, R., D. Schkade and J. Payne. (1999), "Juror judgements in civil cases: Hindsight e§ects on judgements of liability for punitive damages." Law and Human Behavior, Vol. 23, 597-614. [21] Harris, M. and B. Holmstrˆm. (1982), "A Theory of Wage Dynamics." Review of Eco- nomic Studies, Vol. 49, 315-333. [22] Heath, C., and N. Staudenmayer. (2000), Coordination Neglect: How Lay Theories of Organizing Complicate Coordination in Organizations Research in Organizational Behaviour, Vol. 22, 155ñ193. [23] Heath, C., R. Larrick and J. Klayman. (1998), "Cognitive Repairs: How Organizational Practicies can Compensate for Individual Shortcomings." Research in Organizational Behavior, Vol. 20, 1-37. [24] Holmstrˆm, B. (1982), "Managerial Incentive ProblemsñA Dynamic Perspective." pub- lished in Review of Economic Studies, 1999. Vol. 66, 169-82. [25] Jenter, D. and F. Kanaan. (2011), "CEO Turnover and Relative Performance Evalua- tion" forthcoming Journal of Finance [26] Keysar, B. and A. Henly. (2002), "SpeakersíOverestimation of Their E§ectiveness." Psychological Science, Vol. 13, 207ñ212. [27] Kessler, D. and M. McClellan. (1996), "Do Doctors Practice Defense Medicine?" Quar- terly Journal of Economics, Vol. 111, 353-390. [28] Kessler, D. and M. McClellan. (2000), "How Liability Reform A§ects Medical Produc- tivity,îJournal of Health Economics, Vol. 21, 931ñ955. [29] Koessler, F. and P. Jehiel. (2008), "Revisiting games of incomplete information with analogy-based expectations." Games and Economic Behavior, Vol. 62, 533ñ557. [30] Kruger, J., E. Nicholas, J. Parker and Z.Ng. (2005), "Egocentrism over E-mail: Can People Communicate as well as They Think?" Journal of Personality and Social Psychology, Vol. 89, 925-936. [31] Loewenstein, G., T. OíDonoghue and M. Rabin. (2003), "Projection Bias in Predicting Future Utility." Quarterly Journal of Economics, Vol. 4, 1209-1248. [32] Loewenstein, G., D. Moore and R. Weber. (2006), "Misperceiving the Value of Infor- mation in Predicting the Performance of Others." Experimental Economics, Vol. 9, 281-295. 30 [33] Madarasz, K. (2009), "Information Projection: Model and Applications." mimeo, Lon- don School of Economics, London, UK. [34] Madarasz, K. (2011), "Projection Equilibrium in Bayesian Games." mimeo, London School of Economics, London, UK. [35] Mandel, G. (2006), "Patently Non-Obvious: Empirical Demonstration that the Hind- sight Bias Renders Patent Decisions Irrational." Ohio State Law Journal, Vol. 67, 1391-1463. [36] Mangelsdor§, L. and M. Weber. (1998), "Hindsight Bias im Prinzial-Agent-Konetxt: Die Aktennotiz als Antwort?" im H. Glaser, E. Schrˆder, A. v. Werder, eds. Organisation im Wandel der M‰rkte. Wiesbaden, Germany. [37] Milgrom, P. (1981), "Good News and Bad News: Representation Theorems and Appli- cations." Bell Journal of Economics, Vol. 12, 380-391. [38] Newton, E. (1990), "OverconÖdence in the Communication of Intent: Heard and Un- heard melodies." Ph.D. Thesis. Stanford University, Stanford, CA. [39] Pohl R., M. Eisenhauer, O. Hardt and J. Liebig. (2003), "SARA: A cognitive process model to simulate the anchoring e§ect and hindsight bias." Memory, Vol. 11, 337- 356. [40] Piaget, J. and B. Inhelder. (1967), The Childís Conception of Space. New York, Norton. [41] Prendergast, C. and R. Topel. (1996), "Favoritism in Organizations." Journal of Political Economy, Vol. 104, 958-978. [42] Rachlinski, J. (1998), "A Positive Psychological Theory of Judging in Hindsight." The University of Chicago Law Review, Vol. 65, 571-625. [43] Radner, R. and J. Stiglitz. (1984), "A Nonconcavity in the Value of Information." in M. Boyer and R. Khilstrom eds. Bayesian Models of Economic Theory. Elsevier: Amsterdam [44] Studdert, D., M. Mello, W. Sage, C. DesRoches, J. Peugh, K. Zapert and T. Brennan. (2005), "Defensive Medicine Among High-Risk Specialist Physicians in a Volatile Malpractice Environment." Journal of the American Medical Association, Vol. 293, 2609-2617. [45] Wolfers, J. (2007), "Are Voters Rational? Evidence from Gubernatorial Elections." Working Paper Wharton School, UPenn, PA. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/38612 |