Nudge Versus Boost: How Coherent are Policy and Theory?

Minds and Machines

Volumn 26, Issue 1-2, 2016, Pages 149-183

  Grüne Yanoff, Till ^a   Hertwig, Ralph ^b  

^a ROYAL INSTITUTE OF TECHNOLOGY   (Sweden)

^b MAX PLANCK INSTITUTE FOR HUMAN DEVELOPMENT   (Germany)

Author keywords

Bounded rationality; Defaults; Ecological rationality; Heuristics and biases program; Nudging; Simple heuristics program

Indexed keywords

ACCIDENT PREVENTION; LAWS AND LEGISLATION;

BOUNDED RATIONALITY; DEFAULTS; ECOLOGICAL RATIONALITY; HEURISTICS-AND-BIASES PROGRAM; NUDGING; SIMPLE HEURISTICS;

BEHAVIORAL RESEARCH;

EID: 84928326618     PISSN: 09246495     EISSN: 15728641     Source Type: Journal    
DOI: 10.1007/s11023-015-9367-9     Document Type: Article

References (125)

1. Akl, E. A., Oxman, A. D., Herrin, J., Vist, G. E., Terrenato, J., Sperati, F., Costiniuk C, Blank D., & Schünemann H. (2011). Using alternative statistical formats for presenting risks and risk reductions. Cochrane Database of Systematic Reviews,3, CD006776.
2. Anderson, B. L., Gigerenzer, G., Parker, S., & Schulkin, J. (2012). Statistical literacy in obstetricians and gynecologists. Journal for Healthcare Quality,36(1), 5–17.
3. Arkes, H. R., Gigerenzer, G., & Hertwig, R. (2014). Coherence cannot be a universal criterion for rational behavior: An ecological perspective. Manuscript submitted for publication.
4. Bargh, J. A. (1994). The four horsemen of automaticity: Awareness, intention, efficiency, and control in social cognition. In R. S. Wyer Jr & T. K. Srull (Eds.), Handbook of social cognition (pp. 1–40). Hillsdale, NJ: Lawrence Erlbaum Associates.
5. Beglinger, B., Rohacek, M., Ackermann, S., Hertwig, R., Karakoumis-Ilsemann, J., Boutellier, S., Geigy, N., Nickel, C., & Bingisser, R. (2015). The physician’s first clinical impression of emergency department patients with non-specific complaints is associated with morbidity and mortality. Medicine, 94(7), e374. doi:10.1097/MD.0000000000000374
6. Berwick, D. M., Fineberg, H. V., & Weinstein, M. C. (1981). When doctors meet numbers. American Journal of Medicine,71, 991–998.
7. Beshears, J., Choi, J. J., Laibson, D., & Madrian, B. C. (2009). The importance of default options for retirement saving outcomes: Evidence from the United States. In J. R. Brown, J. B. Liebman, & D. A. Wise (Eds.), Social security policy in a changing environment (pp. 167–195). Chicago, IL: University of Chicago Press.
8. Bond, M. (2009). Risk school. Nature,461, 1189–1192.
9. Bornstein, B. H., & Emler, A. C. (2001). Rationality in medical decision making: A review of the literature on doctors’ decision-making biases. Journal of Evaluation in Clinical Practice,7, 97–107.
10. Börsch-Supan, A. (2004). Mind the gap: The effectiveness of incentives to boost retirement saving in Europe. OECD Economic Studies,39, 111–144.
11. Bovens, L. (2008). The ethics of nudge. In T. Grüne-Yanoff & S. O. Hansson (Eds.), Preference change: Approaches from philosophy, economics and psychology (pp. 207–219). Berlin: Springer.
12. Brunswik, E. (1956). Perception and the representative design of psychological experiments. Berkeley, CA: University of California Press.
13. Camerer, C., Issacharoff, S., Loewenstein, G., O’Donoghue, T., & Rabin, M. (2003). Regulation for conservatives: Behavioral economics and the case for “asymmetric paternalism”. University of Pennsylvania Law Review,151(3), 1211–1254.
14. Cialdini, R. B. (2001). Influence: Science and practice (4th ed.). Boston: Allyn & Bacon.
15. Covey, J. (2007). A meta-analysis of the effects of presenting treatment benefits in different formats. Medical Decision Making,27, 638–654.
16. European Commission. (2011). Attitudes of European citizens towards the environment. (Special Eurobarometer 365). Retrieved from http://ec.europa.eu/environment/pdf/ebs_365_en.pdf.
17. Fateh-Moghadam, B., & Gutmann, T. (2013). Governing [through] autonomy: The moral and legal limits of “soft paternalism”. Ethical Theory and Moral Practice,17, 383–397.
18. Fischer, J. E., Steiner, F., Zucol, F., Berger, C., Martignon, L., Bossart, W., et al. (2002). Use of simple heuristics to target macrolide prescription in children with community-acquired pneumonia. Archives of Pediatrics and Adolescent Medicine,156, 1005–1008.
19. Fodor, J. A. (1983). The modularity of mind. Cambridge, MA: MIT Press.
20. Fox, C. R., Rogers, B. A., & Tversky, A. (1996). Options traders exhibit subadditive decision weights. Journal of Risk and Uncertainty,13, 5–17.
21. Frederick, S. (2005). Cognitive reflection and decision making. Journal of Economic perspectives,19(4), 25–42.
22. Freeman, A. M, I. I. I. (1993). The measurement of environmental and resource values. Washington, DC: Resources for the Future.
23. Frey, R., Hertwig, R., & Herzog, S. M. (2014). Surrogate decision making: Do we have to trade off accuracy and procedural satisfaction? Medical Decision Making,34, 258–269.
24. García-Retamero, R., Galesic, M., & Gigerenzer, G. (2010). Do icon arrays help reduce denominator neglect? Medical Decision Making,30, 672–684.
25. Gerend, M. A., & Cullen, M. (2008). Effects of message framing and temporal context on college student drinking behavior. Journal of Experimental Social Psychology,44(4), 1167–1173.
26. Gigerenzer, G. (1996). On narrow norms and vague heuristics: A reply to Kahneman and Tversky (1996). Psychological Review,103, 592–596.
27. Gigerenzer, G. (2005). I think, therefore I err. Social Research: An International Quarterly,72(1), 1–24.
28. Gigerenzer, G. (2010). Collective statistical illiteracy. Archives of Internal Medicine,170, 468–469.
29. Gigerenzer, G. (2014). Breast cancer screening pamphlets mislead women: All women and women’s organisations should tear up the pink ribbons and campaign for honest information. British Medical Journal,348, g2636.
30. Gigerenzer, G., & Brighton, H. (2009). Homo heuristicus: Why biased minds make better inferences. Topics in Cognitive Science,1(1), 107–143.
31. Gigerenzer, G., & Edwards, A. (2003). Simple tools for understanding risks: From innumeracy to insight. British Medical Journal,327, 741–744.
32. Gigerenzer, G., Gaissmaier, W., Kurz-Milcke, E., Schwartz, L. M., & Woloshin, S. (2007). Helping doctors and patients make sense of health statistics. Psychological Science in the Public Interest,8(2), 53–96.
33. Gigerenzer, G., Hertwig, R., & Pachur, T. (Eds.). (2011). Heuristics: The foundations of adaptive behavior. Oxford, UK: Oxford University Press.
34. Gigerenzer, G., & Hoffrage, U. (1995). How to improve Bayesian reasoning without instruction: Frequency formats. Psychological Review,102(4), 684–704.
35. Gigerenzer, G., & Muir Gray, J. A. (Eds.). (2011). Better doctors, better patients, better decisions: Envisioning health care 2020. Cambridge, MA: MIT Press.
36. Gigerenzer, G., Todd, P. M., & the ABC Research Group. (1999). Simple heuristics that make us smart. New York, NY: Oxford University Press.
37. Gilovich, T., Griffin, D., & Kahneman, D. (Eds.). (2002). Heuristics and biases: The psychology of intuitive judgment. Cambridge, UK: Cambridge University Press.
38. Glaeser, E. L. (2006). Paternalism and psychology. University of Chicago Law Review,73, 133–156.
39. Goldstein, D. G., & Gigerenzer, G. (2002). Models of ecolological rationality: The recognition heuristic. Psychological Review,109, 75–90.
40. Grüne-Yanoff, T. (2012). Old wine in new casks: Libertarian paternalism still violates liberal principles. Social Choice and Welfare,38(4), 635–645.
41. Hausman, D. M., & Welch, B. (2010). Debate: To nudge or not to nudge. Journal of Political Philosophy,18(1), 123–136.
42. Hautz, W. E., Kämmer, J. E., Schauber, S. K., Spies, C. D., & Gaissmaier, W. (2015). Diagnostic performance by medical students working individually or in teams. JAMA,313, 303–304.
43. Heath, C., Larrick, R. P., & Klayman, J. (1998). Cognitive repairs: How organizational practices can compensate for individual shortcomings. Research in Organizational Behavior,20, 1–37.
44. Hertwig, R. (2012). Tapping into the wisdom of the crowd: With confidence. Science,336(6079), 303–304.
45. Hertwig, R., Buchan, H., Davis, D. A., Gaissmaier, W., Härter, M., Kolpatzik, K., Légaré, F., Schmacke, N., & Wormer, H. (2011). How will health care professionals and patients work together in 2020? A manifesto for change. In G. Gigerenzer & J. A. Muir Gray (Eds.), Better doctors, better patients, better decisions: Envisioning health care 2020 (pp. 317–337). Cambridge, MA: MIT Press.
46. Hertwig, R., & Erev, I. (2009). The description–experience gap in risky choice. Trends in Cognitive Sciences,13, 517–523.
47. Hertwig, R., & Gigerenzer, G. (1999). The “conjunction fallacy” revisited: How intelligent inferences look like reasoning errors. Journal of Behavioral Decision Making,12, 275–305.
48. Hertwig, R., Hoffrage, U., & the ABC Research Group. (2013). Simple heuristics in a social world. New York, NY: Oxford University Press.
49. Herzog, S. M., & Hertwig, R. (2009). The wisdom of many in one mind: Improving individual judgments with dialectical bootstrapping. Psychological Science,20, 231–237.
50. Herzog, S. M., & Hertwig, R. (2013). The crowd-within and the benefits of dialectical bootstrapping: A reply to White and Antonakis (2013). Psychological Science,24, 117–119.
51. Herzog, S. M., & Hertwig, R. (2014). Think twice and then: Combining or choosing in dialectical bootstrapping? Journal of Experimental Psychology: Learning, Memory, and Cognition,40, 218–232.
52. Hoffrage, U., Lindsey, S., Hertwig, R., & Gigerenzer, G. (2000). Communicating statistical information. Science,290, 2261–2262.
53. House of Lords Science and Technology Select Committee. (2011). Behaviour change (2nd report of session 2010–12, HL paper 179). London, UK: The stationary office. Retrieved from http://www.publications.parliament.uk/pa/ld201012/ldselect/ldsctech/179/179.pdf.
54. Jenny, M. A., Pachur, T., Williams, S. L., Becker, E., & Margraf, J. (2013). Simple rules for detecting depression. Journal of Applied Research in Memory and Cognition,2, 149–157.
55. Johnson, E. J., Bellman, S., & Lohse, G. L. (2002). Defaults, framing and privacy: Why opting in-opting out. Marketing Letters,13(1), 5–15.
56. Johnson, E., & Goldstein, D. (2003). Do defaults save lives? Science,302, 1338–1339.
57. Kahneman, D. (2003). Maps of bounded rationality: Psychology for behavioral economics. The American Economic Review,93, 1449–1475.
58. Kahneman, D. (2011). Thinking, fast and slow. New York, NY: Farrar, Straus & Giroux.
59. Kahneman, D., Diener, E., & Schwarz, N. (Eds.). (1999). Well-being: The foundations of hedonic psychology. New York, NY: Russell Sage Foundation.
60. Kahneman, D., & Krueger, A. B. (2006). Developments in the measurement of subjective well-being. Journal of Economic Perspectives,20, 3–24.
61. Kahneman, D., & Renshon, J. (2007). Why hawks win. Foreign Policy, 158, 34–38.
62. Kahneman, D., Slovic, P., & Tversky, A. (Eds.). (1982). Judgment under uncertainty: Heuristics and biases. New York, NY: Cambridge University Press.
63. Kahneman, D., & Tversky, A. (1972). Subjective probability: A judgment of representativeness. Cognitive Psychology,3, 430–454.
64. Kahneman, D., & Tversky, A. (1979). Prospect theory: An analysis of decision under risk. Econometrica,47, 263–291.
65. Kahneman, D., & Tversky, A. (1996). On the reality of cognitive illusions: A reply to Gigerenzer’s critique. Psychological Review,103, 582–591.
66. Katsikopoulos, K. (2014). Bounded rationality: The two cultures. Journal of Economic Methodology,. doi:10.1080/1350178X.2014.965908.
67. Klein, J. G. (2005). Five pitfalls in decisions about diagnosis and prescribing. British Medical Journal,330, 781–783.
68. Koehler, J. J. (1996). The base rate fallacy reconsidered: Descriptive, normative and methodological challenges. Behavioral and Brain Sciences,19, 1–53.
69. Kruglanski, A. W., & Gigerenzer, G. (2011). Intuitive and deliberate judgments are based on common principles. Psychological Review,118, 97–109.
70. Kunreuther, H., & Michel-Kerjan, E. (2011). People get ready: Disaster preparedness. Issues in Science and Technology,28, 1–7.
71. Kurz-Milcke, E., Gigerenzer, G., & Martignon, L. (2008). Transparency in risk communication: Graphical and analog tools. Annals of the New York Academy of Sciences,1128, 18–28.
72. Kurz-Milcke, E., Gigerenzer, G., & Martignon, L. (2011). Risiken durchschauen: Grafische und analoge Werkzeuge [Understanding risk: Graphical and analog tools]. Stochastik in der Schule,31, 8–16.
73. Latten, S., Martignon, L., Monti, M., & Multmeier, J. (2011). Die Förderung erster Kompetenzen für den Umgang mit Risiken bereits in der Grundschule: ein Projekt von RIKO-STAT und dem Harding Center [Teaching risk literacy in elementary school: A project of RIKO-STAT and the Harding Center]. Stochastik in der Schule,31, 17–25.
74. Levin, I. P., & Gaeth, G. J. (1988). How consumers are affected by the framing of attribute information before and after consuming the product. Journal of Consumer Research,15, 374–378.
75. Lindsey, S., Hertwig, R., & Gigerenzer, G. (2003). Communicating statistical DNA evidence. Jurimetrics: The Journal of Law, Science, and Technology,43, 147–163.
76. Loewenstein, G., & Prelec, D. (1992). Anomalies in intertemporal choice: Evidence and an interpretation. Quarterly Journal of Economics,107, 573–597.
77. Lopes, L. L. (1991). The rhetoric of irrationality. Theory & Psychology,1, 65–82.
78. Luan, S., Schooler, L. J., & Gigerenzer, G. (2011). A signal detection analysis of fast-and-frugal trees. Psychological Review,118, 316–338.
79. Malmendier, U., & Tate, G. (2005). CEO overconfidence and corporate investment. Journal of Finance, 60, 2661–2700.
80. Marewski, J. N., & Schooler, L. J. (2011). Cognitive niches: An ecological model of strategy selection. Psychological Review,118, 393–437.
81. Martignon, L., Katsikopoulos, K. V., & Woike, J. K. (2008). Categorization with limited resources: A family of simple heuristics. Journal of Mathematical Psychology,52, 352–361.
82. Martignon, L., Vitouch, O., Takezawa, M., & Forster, M. (2003). Naïve and yet enlightened: From natural frequencies to fast and frugal decision trees. In D. Hardman & L. Macchi (Eds.), Thinking: Psychological perspectives on reasoning, judgment, and decision making (pp. 189–211). Chichester, UK: Wiley.
83. Mata, J., Frank, R., & Gigerenzer, G. (2014). Symptom recognition of heart attack and stroke in nine European countries: A representative study. Health Expectations,17, 376–387.
84. McKenzie, C. R. M., Liersch, M. J., & Finkelstein, S. R. (2006). Recommendations implicit in policy defaults. Psychological Science,17, 414–420.
85. McLeod, P., & Dienes, Z. (1996). Do fielders know where to go to catch the ball, or only how to get there? Journal of Experimental Psychology: Human Perception and Performance,22, 531–543.
86. Meyvis, T., Ratner, R. K., & Levav, J. M. (2010). Why don’t we learn to accurately forecast feelings? How misremembering our predictions blinds us to forecasting errors. Journal of Experimental Psychology: General,139, 579–589.
87. Mitchell, G. (2005). Libertarian paternalism is an oxymoron. Northwestern University Law Review,99(3), 1245–1277.
88. Nelson, W., Reyna, V. F., Fagerlin, A., Lipkus, I., & Peters, E. (2008). Clinical implications of numeracy: Theory and practice. Annals of Behavioral Medicine,35(3), 261–274.
89. Pachur, T., & Hertwig, R. (2006). On the psychology of the recognition heuristic: Retrieval primacy as a key determinant of its use. Journal of Experimental Psychology: Learning, Memory, and Cognition,32, 983–1002.
90. Park, C. W., Jun, S. Y., & MacInnis, D. J. (2000). Choosing what I want versus eliminating what I don’t want: The effects of additive versus subtractive product option framing on consumer decision making. Journal of Marketing Research,37(2), 187–202.
91. Payne, J. W., Bettman, J. R., & Johnson, E. J. (1993). The adaptive decision maker. Cambridge, UK: Cambridge University.
92. Payne, J. W., Bettman, J. R., & Schade, D. A. (1999). Measuring constructed preferences: Towards a building code. Journal of Risk and Uncertainty,19, 243–270.
93. Pichert, D., & Katsikopoulos, K. V. (2008). Green defaults: Information presentation and pro-environmental behavior. Journal of Environmental Psychology,28, 63–73.
94. Posner, R. A. (1979). Some uses and abuses of economics in law. The University of Chicago Law Review,46(2), 281–306.
95. Rebonato, R. (2012). Taking liberties: A critical examination of libertarian paternalism. New York, NY: Palgrave Macmillan.
96. Reyna, V. F., Nelson, W. L., Han, P. K., & Dieckmann, N. F. (2009). How numeracy influences risk comprehension and medical decision making. Psychological Bulletin,135(6), 943–973.
97. Rieskamp, J., & Otto, P. E. (2006). SSL: A theory of how people learn to select strategies. Journal of Experimental Psychology: General,135, 207–236.
98. Rothman, A. J., Bartels, R. D., Wlaschin, J., & Salovey, P. (2006). The strategic use of gain-and loss-framed messages to promote healthy behavior: How theory can inform practice. Journal of Communication,56(s1), S202–S220.
99. Rottenstreich, Y., & Tversky, A. (1997). Unpacking, repacking, and anchoring: Advances in support theory. Psychological Review,104, 406–415.
100. Saghai, Y. (2014). Salvaging the concept of nudge. Journal of Medical Ethics,38, 487–493.
101. Sarfati, D., Howden-Chapman, P., Woodward, A., & Salmond, C. (1998). Does the frame affect the picture? A study into how attitudes to screening for cancer are affected by the way benefits are expressed. Journal of Medical Screening,5, 137–140.
102. Sedlmeier, P., & Gigerenzer, G. (2001). Teaching Bayesian reasoning in less than two hours. Journal of Experimental Psychology: General,130, 380–400.
103. Sedrakyan, A., & Shih, C. (2007). Improving depiction of benefits and harms: Analyses of studies of well-known therapeutics and review of high-impact medical journals. Medical Care,45, 523–528.
104. Simon, H. A. (1956). Rational choice and the structure of the environment. Psychological Review,63, 129–138.
105. Simon, H. A. (1978). Rationality as process and as product of thought. American Economic Review,68, 1–16.
106. Simon, H. A. (1990). Invariants of human behavior. Annual Review of Psychology,41, 1–19.
107. Skinner, B. F. (1971). Beyond freedom and dignity. New York, NY: Knopf.
108. Skinner, B. F. (1975). Walden two. Indianapolis, IN: Hackett.
109. Smith, N. C., Goldstein, D. G., & Johnson, E. J. (2013). Choice without awareness: Ethical and policy implications of defaults. Journal of Public Policy & Marketing,32, 159–172.
110. Staddon, J. (1995) On responsibility and punishment. The Atlantic Monthly, 275(2), 88–94.
111. Sunstein, C. R. (2014). Why nudge? The politics of libertarian paternalism. New Haven, CN: Yale University Press.
112. Thaler, R. H. (1991). Quasi rational economics. New York, NY: Sage.
113. Thaler, R., & Benartzi, S. (2004). Save more tomorrow: Using behavioral economics to increase employee savings. Journal of Political Economy,112, 164–187.
114. Thaler, R. H., & Sunstein, C. R. (2008). Nudge: Improving decisions about health, wealth, and happiness. New Haven, CT: Yale University Press.
115. Todd, P. M., Gigerenzer, G., & the ABC Research Group. (2012). Ecological rationality: Intelligence in the world. New York, NY: Oxford University Press.
116. Tversky, A. (1996). Contrasting rational and psychological principles in choice. In R. J. Zeckhauser, R. L. Keeny, & J. K. Sebenius (Eds.), Wise choices: Decisions, games and negotiations (pp. 5–21). Boston, MA: Harvard Business School Press.
117. Tversky, A., & Kahneman, D. (1971). Belief in the law of small numbers. Psychological Bulletin,76(2), 105.
118. Tversky, A., & Kahneman, D. (1974). Judgment under uncertainty: Heuristics and biases. Science,185(4157), 1124–1131.
119. Tversky, A., & Kahneman, D. (1992). Advances in prospect theory: Cumulative representation of uncertainty. Journal of Risk and Uncertainty,5, 297–323.
120. Veetil, V. P. (2011). Libertarian paternalism is an oxymoron: An essay in defence of liberty. European Journal of Law and Economics,31(3), 321–334.
121. Volz, K. G., Schooler, L. J., Schubotz, R. I., Raab, M., Gigerenzer, G., & von Cramon, D. Y. (2006). Why you think Milan is larger than Modena: Neural correlates of the recognition heuristic. Journal of Cognitive Neuroscience,18(11), 1924–1936.
122. Wegwarth, O., & Gigerenzer, G. (2013). Trust-your-doctor: A simple heuristic in need of a proper social environment. In R. Hertwig, U. Hoffrage, & the ABC Research Group (Eds.), Simple heuristics in a social world (pp. 67–102). New York, NY: Oxford University Press.
123. White, M. (2013). The manipulation of choice. Ethics and libertarian paternalism. New York, NY: Palgrave MacMillan.
124. Wilkinson, T. M. (2013). Nudging and manipulation. Political Studies,61(2), 341–355.
125. World Health Organization. (2013). Obesity and overweight. Factsheet N°311. Geneva, Switzerland: Author. Retrieved from http://www.who.int/mediacentre/factsheets/fs311/en/.