Misbehaving: The Making of Behavioral Economics
Page 43
Shapiro, Matthew D., and Joel Slemrod. 2003. “Did the 2001 Tax Rebate Stimulate Spending? Evidence from Taxpayer Surveys.” In James Poterba, ed., Tax Policy and the Economy (ch. 3), vol. 17, 83–109. Cambridge, MA: National Bureau of Economic Research and MIT Press.
Sharpe, William F. 1964. “Capital Asset Prices: A Theory of Market Equilibrium Under Conditions of Risk.” Journal of Finance 19, no. 3: 425–42.
Shaton, Maya. 2014. “The Display of Information and Household Investment Behavior.” Working paper, University of Chicago Booth School of Business.
Shefrin, Hersh M., and Meir Statman. 1984. “Explaining Investor Preference for Cash Dividends.” Journal of Financial Economics 13, no. 2: 253–82.
Shefrin, Hersh M., and Richard H. Thaler. 1988. “The Behavioral Life-Cycle Hypothesis.” Economic Inquiry 26, no. 4: 609–43.
Shiller, Robert J. 1981. “Do Stock Prices Move Too Much to Be Justified by Subsequent Changes in Dividends?” American Economic Review 71, no. 3: 421–36.
———. 1984. “Stock Prices and Social Dynamics.” Brookings Papers on Economic Activity 2: 457–510.
———. 1986. “Comments on Miller and on Kleidon.” Journal of Business 59, no. 4, part 2: S501–5.
———. 2000. Irrational Exuberance. Princeton: Princeton University Press.
Shleifer, Andrei, and Robert W. Vishny. 1997. “The Limits of Arbitrage.” Journal of Finance 52, no. 1: 35–55.
Silver, Nate. 2012. The Signal and the Noise: Why So Many Predictions Fail—But Some Don’t. New York: Penguin.
Simon, Herbert A. 1957. Models of Man, Social and Rational: Mathematical Essays on Rational Human Behavior in a Social Setting. Oxford: Wiley.
Sloman, Steven A. 1996. “The Empirical Case for Two Systems of Reasoning.” Psychological Bulletin 119, no. 1: 3.
Slonim, Robert L., and Alvin E. Roth. 1998. “Learning in High Stakes Ultimatum Games: An Experiment in the Slovak Republic.” Econometrica 66, no. 3: 569–96.
Smith, Adam. (1759) 1981. The Theory of Moral Sentiments. Reprint edited by D. D. Raphael and A. L. Macfie. Indianapolis: LibertyClassics.
———. (1776) 1981. An Inquiry into the Nature and Causes of the Wealth of Nations. Reprint edited by R. H. Campbell and A. S. Skinner. Indianapolis: LibertyClassics.
Smith, Vernon L. 1976. “Experimental Economics: Induced Value Theory.” American Economic Review 66, no. 2: 274–9.
———, Gerry L. Suchanek, and Arlington W. Williams. 1988. “Bubbles, Crashes, and Endogenous Expectations in Experimental Spot Asset Markets.” Econometrica 56, no. 5: 1119–51.
Solow, Robert M. 2009. “How to Understand the Disaster.” New York Review of Books, May 14. Available at: http://www.nybooks.com/articles/archives/2009/may/14/how-to-understand-the-disaster/.
Spiegler, Ran. 2011. Bounded Rationality and Industrial Organization. Oxford and New York: Oxford University Press.
Stanovich, Keith E., and Richard F. West. 2000. “Individual Differences in Reasoning: Implications for the Rationality Debate.” Behavioral and Brain Sciences 23, no. 5: 701–17.
Staw, Barry M. 1976. “Knee-Deep in the Big Muddy: A Study of Escalating Commitment to a Chosen Course of Action.” Organizational Behavior and Human Performance 16, no. 1: 27–44.
Stewart, Jon. 2012. “Interview with Goolsbee, Austan.” Daily Show, Comedy Central, September 6.
Stewart, Sharla A. 2005. “Can Behavioral Economics Save Us from Ourselves?” University of Chicago Magazine 97, no. 3. Available at: http://magazine.uchicago.edu/0502/features/economics.shtml.
Stigler, George J. 1977. “The Conference Handbook.” Journal of Political Economy 85, no. 2: 441–3.
Strotz, Robert Henry. 1955–56. “Myopia and Inconsistency in Dynamic Utility Maximization.” Review of Economic Studies 23, no. 3: 165–80.
Sullivan, Gail. 2014. “Uber Backtracks after Jacking Up Prices during Sydney Hostage Crisis.” Washington Post, December 15. Available at: http://www.washingtonpost.com/news/morning-mix/wp/2014/12/15/uber-backtracks-after-jacking-up-prices-during-syndey-hostage-crisis.
Summers, Nick. 2013. “In Australia, Retirement Saving Done Right.” Bloomberg BusinessWeek, May 30. Available at: http://www.businessweek.com/articles/2013-05-30/in-australia-retirement-saving-done-right.
Sunstein, Cass R. 2014. “The Ethics of Nudging.” Available at: http://ssrn.com/abstract=2526341.
———, and Richard H. Thaler. 2003. “Libertarian Paternalism Is Not an Oxymoron.” University of Chicago Law Review 70, no. 4: 1159–202.
Telser, L. G. 1995. “The Ultimatum Game and the Law of Demand.” Economic Journal 105, no. 433: 1519–23.
Thaler, Richard H. 1980. “Toward a Positive Theory of Consumer Choice.” Journal of Economic Behavior and Organization 1, no. 1: 39–60.
———. 1986. “The Psychology and Economics Conference Handbook: Comments on Simon, on Einhorn and Hogarth, and on Tversky and Kahneman.” Journal of Business 59, no. 4, part 2: S279–84.
———. 1987a. “Anomalies: The January Effect.” Journal of Economic Perspectives 1, no. 1: 197–201.
———. 1987b. “Anomalies: Seasonal Movements in Security Prices II: Weekend, Holiday, Turn of the Month, and Intraday Effects.” Journal of Economic Perspectives 1, no. 2: 169–77.
———. 1988a. “Anomalies: The Winner’s Curse.” Journal of Economic Perspectives 2, no. 1: 191–202.
———. 1988b. “Anomalies: The Ultimatum Game.” Journal of Economic Perspectives 2, no. 4: 195–206.
———. 1992. The Winner’s Curse: Paradoxes and Anomalies of Economic Life. New York: Free Press.
———. 1994. “Psychology and Savings Policies.” American Economic Review 84, no. 2: 186–92.
———. 1999a. “Mental Accounting Matters.” Journal of Behavioral Decision Making 12: 183–206.
———. 1999b. “The End of Behavioral Finance.” Financial Analysts Journal 55, no. 6: 12–17.
———. 2009. “Opting in vs. Opting Out.” New York Times, September 26. Available at: http://www.nytimes.com/2009/09/27/business/economy/27view.html.
———, and Shlomo Benartzi. 2004. “Save More TomorrowTM: Using Behavioral Economics to Increase Employee Saving.” Journal of Political Economy 112, no. S1: S164–87.
———, and Eric J. Johnson. 1990. “Gambling with the House Money and Trying to Break Even: The Effects of Prior Outcomes on Risky Choice.” Management Science 36, no. 6: 643–60.
———, and Sherwin Rosen. 1976. “The Value of Saving a Life: Evidence from the Labor Market.” In Nestor E. Terleckyj, ed., Household Production and Consumption, 265–302. New York: National Bureau for Economic Research.
———, and Hersh M. Shefrin. 1981. “An Economic Theory of Self-Control.” Journal of Political Economy 89, no. 2: 392–406.
———, and Cass R. Sunstein. 2003. “Libertarian Paternalism.” American Economic Review: Papers and Proceedings 93, no. 2: 175–9.
———. 2008. Nudge: Improving Decisions about Health, Wealth, and Happiness. New Haven, CT: Yale University Press.
———, Amos Tversky, Daniel Kahneman, and Alan Schwartz. 1997. “The Effect of Myopia and Loss Aversion on Risk Taking: An Experimental Test.” Quarterly Journal of Economics 112, no. 2: 647–61.
———, and William T. Ziemba. 1988. “Anomalies: Parimutuel Betting Markets: Racetracks and Lotteries.” Journal of Economic Perspectives 2, no. 2: 161–74.
Thompson, Rex. 1978. “The Information Content of Discounts and Premiums on Closed-End Fund Shares.” Journal of Financial Economics 6, no. 2–3: 151–86.
Tierney, John. 2005. “Magic Marker Strategy.” New York Times, September 6. Available at: http://www.nytimes.com/2005/09/06/opinion/06tierney.html.
Tirole, Jean. 2014. “Cognitive Games and Cognitive Traps.” Working Paper, Toulouse School of Economics.
Tuttle, Brad. 2012. “In Major Shakeup, J.C. Penney Promises No More ‘Fake Prices.’” Time, January 26. Available at: http://business.time.
com/2012/01/26/in-major-shakeup-j-c-penney-promises-no-more-fake-prices/.
Tversky, Amos, and Daniel Kahneman. 1974. “Judgment under Uncertainty: Heuristics and Biases.” Science 185, no. 4157: 1124–31.
UK Department for Works and Pensions. 2014. “Automatic Enrolment Opt Out Rates: Findings from Qualitative Research with Employers Staging in 2014.” Ad Hoc Research Report 9, DWP. Available at: https://www.gov.uk/government/uploads/system/uploads/attachment_data/file/369572/research-report-9-opt-out.pdf.
van den Assem, Martijn J., Dennie van Dolder, and Richard H. Thaler. 2012. “Split or Steal? Cooperative Behavior When the Stakes Are Large.” Management Science 58, no. 1: 2–20.
von Neumann, John, and Oskar Morgenstern. 1947. Theory of Games and Economic Behavior. Second edition. Princeton: Princeton University Press.
Wald, David S., Jonathan P. Bestwick, Lewis Raiman, Rebecca Brendell, and Nicholas J. Wald. 2014. “Randomised Trial of Text Messaging on Adherence to Cardiovascular Preventive Treatment (INTERACT Trial).” PLOS ONE 9, no. 12: e114268.
Wason, Peter C. 1968. “Reasoning About a Rule.” Quarterly Journal of Experimental Psychology 20, no. 3: 273–81.
Watters, Ethan. 2013. “We Aren’t the World.” Pacific Standard, February 5. Available at: http://www.psmag.com/magazines/magazine-feature-story-magazines/joe-henrich-weird-ultimatum-game-shaking-up-psychology-economics-53135/.
Whitehead, Mark, Rhys Jones, Rachel Howell, Rachel Lilley, and Jessica Pykett. 2014. “Nudging All Over the World: Assessing the Global Impact of the Behavioural Sciences on Public Policy.” Economic and Social Research Council, September. Available at: https://changingbehaviours.files.wordpress .com/2014/09/nudgedesignfinal.pdf.
Wickman, Forrest. 2013. “Who Really Said You Should ‘Kill Your Darlings’?” Slate, October 18. Available at: http://www.slate.com/blogs/browbeat/2013/10/18/_kill_your_darlings_writing_advice_what_writer_really_said_to_murder_your.html.
WNYC. 2014. “The Golden Rule.” Radiolab 12, no. 6 (February 25). Available at: http://www.radiolab.org/story/golden-rule/.
World Bank. 2015. World Development Report 2015: Mind, Society, and Behavior. Washington, DC: World Bank.
York, Benjamin N., and Susanna Loeb. 2014. “One Step at a Time: The Effects of an Early Literacy Text Messaging Program for Parents of Preschoolers.” Working Paper 20659, National Bureau of Economic Research.
Zamir, Eyal, and Doron Teichman. 2014. The Oxford Handbook of Behavioral Economics and the Law. Oxford and New York: Oxford University Press.
Zielinski, Sarah. 2014. “A Parrot Passes the Marshmallow Test.” Slate, September 9. Available at: http://www.slate.com/blogs/wild_things/2014/09/09/marshmallow_test_of_self_control_an_african_grey_parrot_performs_as_well.html.
LIST OF FIGURES
Unless otherwise noted, all figures created by Kevin Quealy
Fig. 1. Railroad Track Puzzle
Fig. 2. Utility of Wealth
Fig. 3. The Value Function
Fig. 4. Saul Steinberg, “View of the World from 9th Avenue” (New Yorker, March 29, 1976). Reproduced courtesy of the Saul Steinberg Foundation
Fig. 5. Wimbledon Choices: Now or Later
Fig. 6. Happiness, Guilt, and Energy Bars
Fig. 7. An Experimental Market for Tokens
Fig. 8. Four Card Problem (source: Wason, 1966)
Fig. 9. Rates of Return, Displayed Two Ways (source: Benartzi and Thaler, 1999)
Fig. 10. Guesses in the Financial Times Beauty Contest Game
Fig. 11. Predicting Grade Point Averages
Fig. 12. Are Stock Markets Too Volatile? (source: Shiller, 1981)
Fig. 13. Long-Term Stock Market Price/Earnings Ratios (source: http://www.econ.yale.edu/~shiller/)
Fig. 14. Long-Term U.S. Home Prices (source: http://faculty.chicagobooth .edu/john.cochrane/research/papers/discount_rates_jf.pdf)
Fig. 15. Premia and Discounts on Selected Closed-End Mutual Funds (source: Wall Street Journal online, January 1, 2015)
Fig. 16. The Peculiar Arithmetic of Palm and 3Com
Fig. 17. The Market for Mugs and the Coase Theorem. (source image credit: Alex Berkowitz)
Fig. 18. The Market Value of NFL Draft Picks (source: Massey and Thaler, 2013)
Fig. 19. The Chart Used by NFL Teams to Value Draft Picks
Fig. 20. Compensation of NFL Draft Picks (source: Massey and Thaler, 2013)
Fig. 21. “Surplus Value” of NFL Draft Picks (source: Massey and Thaler, 2013)
Fig. 22. Surplus Value Compared to Market Value of Draft Picks (source: Massey and Thaler, 2013)
Fig. 23. Deal or No Deal Prizes
Fig. 24. Cooperation Rates for Golden Balls Contestants (source: van den Assem et al., 2012)
Fig. 25. Results of Save More Tomorrow (source: Thaler and Benartzi, 2004)
ACKNOWLEDGMENTS
A lazy man does not manage to write a book without a lot of help. Thanks go to John Brockman, who tricked me into writing this book, as only he can. My publishers, W. W. Norton and Penguin UK, were patient and highly supportive, even when I ended up writing a book that was not the one they were expecting. Brendan Curry at Norton provided a level of editorial support that is increasingly rare. He read every word of this manuscript at least twice; most authors are lucky to get such treatment even once. Alexis Kirschenbaum at Penguin helped encourage me to take the book in this direction, and has been great at seeing the big picture. Both of them have also been a lot of fun to work with. Allegra Huston applied the final spit and polish with aplomb.
Many friends read early drafts of the book, and given their level of talent and the generosity of the time they gave me, this really should be a much better book. Caroline Daniel of the Financial Times read the entire manuscript and gave me handwritten comments that were almost legible. My writer’s dream team of Stephen Dubner, Malcolm Gladwell, and Michael Lewis also read and commented on various drafts. Michael took a chunk of the book on a hiking trip and sent me a three-word email saying “It’s not boring!” That kept me going for a while. All three gave me the kind of advice that only true masters of their craft can provide.
Cass Sunstein was a constant source of encouragement and sound advice, though he cannot understand why I didn’t finish this book at least three years ago. Danny Kahneman offered his sage wisdom at every stage, including during the copyediting. Not surprisingly, Danny is amazed that I finished the book at all. Maya Bar-Hillel, Drew Dickson, Raife Giovinazzo, Dean Karlan, Cade Massey, Manny Roman, Rohan Silva, and Martijn van den Assem all read and gave detailed comments on an early draft that greatly improved the book. And what can I say about the amazing Jesse Shapiro, who has now read and edited every word of my last two books. If Jesse ever writes a book, buy it. It will be fantastic. Other friends who offered opinions about various sections include Nick Barberis, Shlomo Benartzi, Alain Cohn, Owen Lamont, Andrei Shleifer, and Rob Vishny. As usual, I talked for many hours with Sendhil Mullainathan about this book, and he made it smarter, as he always does. Craig Fox, one of our many summer campers, came up with the title last summer at a conference. This long list does not include all the friends who had to listen to me talking about this project for the past few years. Thanks, you guys!
Kevin Quealy created all the figures in the book, doing so with creativity and patience. In my post-book life I look forward to watching some football with him and talking about fourth down strategy.
The University of Chicago Booth School of Business provided financial support for this project via the Center for Decision Research and the Initiative on Global Markets. They also pay me to go to work at a place where I can look forward each day to learning something from someone smarter than me. Oh, and they also provide me with a great office. If you read this far, you deserve to know that I lucked into the seventh draft pick.
To produce the book three people did yeoman’s work. Two Russell Sage summer camp graduates compiled and checked the references: Paolina Medina spent part of her summer getting us started on that ta
sk, which was then taken over by Seth Blumberg, who went into a work frenzy in the final stages in which he checked everything at least twice and even helped out on some of the figures. If the facts in this book are mostly right, give them the credit, and expect to start reading their great behavioral economics papers soon. Paolina, Seth, and I all reported to the great Linnea Meyer Gandhi, who managed the entire book production process as only a Chicago Booth–trained consultant can. I simply cannot imagine how I would have ever finished this thing without her. (Neither can she.) Especially in the final stages, with lots of people working on various parts of the book simultaneously, Linnea kept us (and especially me) organized. I expect Linnea to be running a company soon. If she hires you, be prepared to work hard. No one would ever call Linnea lazy.
Finally, against all odds France Leclerc continues to put up with me when she would rather be traveling the world looking for those images that only she can capture. She makes my world more beautiful and interesting.
INDEX
Page numbers listed correspond to the print edition of this book. You can use your device’s search function to locate particular terms in the text.
Page numbers in italics refer to illustrations.
Page numbers beginning with 359 refer to endnotes.
accounting, 109
Achatz, Grant, 138
acquisition utility, 59–63, 66
after-tax financial return on savings, 309–13
agency theory, 105–9
Aiello, Greg, 139n
Ainslie, George, 101–2
Akerlof, George, 178, 181, 182, 183, 233
and behavioral macroeconomics, 349
alarm clock, 85–86
Alfred P. Sloan Foundation, 177
Alibaba, 248n
Alinea, 138–39
Amazon, 72, 127, 245
American Association for the Advancement of Science, 344