Normative arguments from experts and peers reduce delay discounting
Open accessAbstract
When making decisions that involve tradeoffs between the quality and timing of desirable outcomes, people consistently discount the value of future outcomes. A puzzling finding regarding such decisions is the extremely high rate at which people discount future monetary outcomes. Most economists would argue that decision-makers should turn down only rates of return that are lower than those available to them elsewhere. Yet the vast majority of studies find discount rates that are significantly higher than market interest rates (Frederick et al., 2002). Here we ask whether a lack of knowledge about the normative strategy can explain high discount rates. In an initial experiment, nearly half of subjects did not spontaneously cite elements of the normative strategy when asked how people should make intertemporal monetary decisions. In two follow-up experiments, after subjects read a “financial guide” detailing the normative strategy, discount rates declined by up to 85%, but were still higher than market interest rates. This decline persisted, though attenuated, for at least one month. In a final experiment, peer-generated advice influenced discount rates in a similar manner to “expert” advice, and arguments focusing on normative considerations were at least as effective as others. These studies show that part of the explanation for high discount rates is a lack of knowledge regarding the normative strategy, and they quantify how much discount rates are reduced in response to normative arguments. Given the high level of discounting that remains, however, there are other contributing factors to high discount rates that remain to be quantified.
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The choice set used to measure discount rates was widely adopted and designed to capture a broad range of discount rates.
“We used a widely adopted choice set designed to capture a broad range of discount rates31–37.”
From Temporal discounting predicts procrastination in the real world (2024) · cites this paper as [32]
The Experiment 1 Methods (section 2.1.2; page unavailable) describe a 51-choice task with varied amounts and delays from 1 to 180 days; section 2.1 also explains that the choices were used to estimate discount rates. This supports using a choice set that samples varied choices, but our copy does not establish that this particular set was widely adopted or expressly designed to capture a broad range of discount rates. (LLM, conf=0.78)
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Cites
Amazon's Mechanical Turk: A New Source of Inexpensive, Yet High-Quality, Data?
Buhrmester, M., Kwang, T., & Gosling, S. D. (2011) · Perspectives on Psychological Science · doi:10.1177/1745691610393980 · Cited by 9,996 · see citing works
Time Discounting and Time Preference: A Critical Review
Frederick, S. W., Loewenstein, G. F., & O’Donoghue, T. (2002) · Journal of Economic Literature · doi:10.1257/jel.40.2.351 · Cited by 4,116 · see citing works
Running experiments on Amazon Mechanical Turk
Paolacci, G., Chandler, J., & Ipeirotis, P. G. (2010) · Judgment and Decision Making · doi:10.1017/s1930297500002205 · Cited by 3,767 · see citing works
Conducting behavioral research on Amazon’s Mechanical Turk
Mason, W., & Suri, S. (2012) · Behavior Research Methods · doi:10.3758/s13428-011-0124-6 · Cited by 3,172 · see citing works
Trope, Y., & Liberman, N. (2003) · Psychological Review · doi:10.1037/0033-295x.110.3.403 · Cited by 3,006 · see citing works
Some empirical evidence on dynamic inconsistency
Thaler, R. (1981) · Economics Letters · doi:10.1016/0165-1765(81)90067-7 · Cited by 2,394 · see citing works
Heroin addicts have higher discount rates for delayed rewards than non-drug-using controls.
Kirby, K. N., Petry, N. M., & Bickel, W. K. (1999) · Journal of Experimental Psychology: General · doi:10.1037/0096-3445.128.1.78 · Cited by 2,171 · see citing works
Confidence Intervals from Normalized Data: A correction to Cousineau (2005)
Morey, R. D. (2008) · Tutorials in Quantitative Methods for Psychology · doi:10.20982/tqmp.04.2.p061 · Cited by 2,118 · see citing works
The neural correlates of subjective value during intertemporal choice
Kable, J. W., & Glimcher, P. W. (2007) · Nature Neuroscience · doi:10.1038/nn2007 · Cited by 1,916 · see citing works
Self-citationFinancial Literacy and Retirement Preparedness: Evidence and Implications for Financial Education
Lusardi, A., & Mitchelli, O. S. (2007) · Business Economics · doi:10.2145/20070104 · Cited by 1,596 · see citing works
Impulsivity and cigarette smoking: delay discounting in current, never, and ex-smokers
Bickel, W. K., Odum, A. L., & Madden, G. J. (1999) · Psychopharmacology · doi:10.1007/pl00005490 · Cited by 1,433 · see citing works
Individual discount rates and the purchase and utilization of energy-using durables
Hausman, J. A. (1979) · The Bell Journal of Economics · doi:10.2307/3003318 · Cited by 1,372 · see citing works
Toward a behavioral economic understanding of drug dependence: delay discounting processes
Bickel, W. K., & Marsch, L. A. (2001) · Addiction · doi:10.1046/j.1360-0443.2001.961736.x · Cited by 1,117 · see citing works
Blackwell Handbook of Judgment and Decision Making
(2004) · Wiley eBooks · doi:10.1002/9780470752937 · Cited by 981 · see citing works
Discount rates inferred from decisions: an experimental study
Benzion, U., Israel, H., Rapoport, A., & Yagil, J. (1987) · Management Science · doi:10.1287/mnsc.35.3.270 · Cited by 967 · see citing works
Madden, G. J., Petry, N. M., Badger, G. J., & Bickel, W. K. (1997) · Experimental and Clinical Psychopharmacology · doi:10.1037/1064-1297.5.3.256 · Cited by 911 · see citing works
Measures of impulsivity in cigarette smokers and non-smokers
Mitchell, S. H. (1999) · Psychopharmacology · doi:10.1007/pl00005491 · Cited by 911 · see citing works
Peters, J., & Büchel, C. (2010) · Neuron · doi:10.1016/j.neuron.2010.03.026 · Cited by 871 · cited 1× · see citing works
“These interventions produce at least as large a change in discounting as other previously described manipulations of the tangibility and perceived distance of future timepoints (Peters & Büchel, 2010; Kim, 2010).”
Petry, N. M. (2001) · Psychopharmacology · doi:10.1007/s002130000638 · Cited by 761 · see citing works
The effects of financial education in the workplace: evidence from a survey of households
Bernheim, B. D., & Garrett, D. M. (2002) · Journal of Public Economics · doi:10.1016/s0047-2727(01)00184-0 · Cited by 758 · see citing works
A review of delay-discounting research with humans: relations to drug use and gambling
Reynolds, B. (2006) · Behavioural Pharmacology · doi:10.1097/fbp.0b013e3280115f99 · Cited by 711 · see citing works
Cognitive skills affect economic preferences, strategic behavior, and job attachment
Burks, S. V., Carpenter, J. P., Goette, L. F., & Rustichini, A. (2009) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0812360106 · Cited by 634 · see citing works
Hyperbolic temporal discounting in social drinkers and problem drinkers.
Vuchinich, R. E., & Simpson, C. A. (1998) · Experimental and Clinical Psychopharmacology · doi:10.1037/1064-1297.6.3.292 · Cited by 624 · see citing works
The good-subject effect: investigating participant demand characteristics
Nichols, A. L., & Maner, J. K. (2008) · The Journal of General Psychology · doi:10.3200/genp.135.2.151-166 · Cited by 615 · see citing works
The labor economics of paid crowdsourcing
Horton, J. J., & Chilton, L. B. (2010) · ACM Conference on Electronic Commerce (EC) · doi:10.1145/1807342.1807376 · Cited by 612 · see citing works
Petry, N. (2001) · Journal of Abnormal Psychology · doi:10.1037/0021-843x.110.3.482 · Cited by 501 · see citing works
Eliciting Individual Discount Rates
Coller, M., & Williams, M. B. (1999) · Experimental Economics · doi:10.1023/a:1009986005690 · Cited by 460 · see citing works
Modeling Myopic Decisions: Evidence for Hyperbolic Delay-Discounting within Subjects and Amounts
Kirby, K. N., & Maraković, N. N. (1995) · Organizational Behavior and Human Decision Processes · doi:10.1006/obhd.1995.1086 · Cited by 448 · see citing works
Petry, N. M. (2001) · Journal of Abnormal Psychology · doi:10.1037//0021-843x.110.3.482 · Cited by 429 · see citing works
Building the case for financial education
Fox, J., Bartholomae, S., & Lee, J. (2005) · Journal of Consumer Affairs · doi:10.1111/j.1745-6606.2005.00009.x · Cited by 425 · see citing works
Individual laboratory-measured discount rates predict field behavior
Chabris, C. F., Laibson, D., Morris, C. L., Schuldt, J. P., & Taubinsky, D. (2008) · Journal of Risk and Uncertainty · doi:10.1007/s11166-008-9053-x · Cited by 416 · see citing works
Breaking monotony with meaning: Motivation in crowdsourcing markets
Chandler, D. R., & Kapelner, A. D. (2013) · Journal of Economic Behavior & Organization · doi:10.1016/j.jebo.2013.03.003 · Cited by 400 · see citing works
Resource Slack and Propensity to Discount Delayed Investments of Time Versus Money.
Zauberman, G. S., & Lynch, J. G. (2005) · Journal of Experimental Psychology General · doi:10.1037/0096-3445.134.1.23 · Cited by 400 · see citing works
Borden, L. M., Lee, S.-A., Serido, J., & Collins, D. M. (2007) · Journal of Family and Economic Issues · doi:10.1007/s10834-007-9087-2 · Cited by 390 · see citing works
Delay discounting and intelligence: A meta-analysis
Shamosh, N. A., & Gray, J. R. (2007) · Intelligence · doi:10.1016/j.intell.2007.09.004 · Cited by 376 · see citing works
Psychological Determinants of Financial Preparedness for Retirement
Hershey, D. A., & Mowen, J. C. (2000) · The Gerontologist · doi:10.1093/geront/40.6.687 · Cited by 339 · see citing works
Immediacy and Certainty in Intertemporal Choice
Keren, G., & Roelofsma, P. H. M. P. (1995) · Organizational Behavior and Human Decision Processes · doi:10.1006/obhd.1995.1080 · Cited by 331 · see citing works
Kable, J. W., & Glimcher, P. W. (2010) · Journal of Neurophysiology · doi:10.1152/jn.00177.2009 · Cited by 316 · see citing works
Self-citationUncertainty and Hyperbolic Discounting
Dasgupta, P. S., & Maskin, E. S. (2005) · American Economic Review · doi:10.1257/0002828054825637 · Cited by 295 · see citing works
Choi, J. J., Laibson, D., Madrian, B. C., & Metrick, A. (2004) · University of Chicago Press eBooks · doi:10.7208/chicago/9780226903286.003.0003 · Cited by 286 · see citing works
Individual Discount Rates and the Purchase and Utilization of Energy-Using Durables: Comment
Gately, D. (1980) · The Bell Journal of Economics · doi:10.2307/3003422 · Cited by 249 · see citing works
Strotz Meets Allais: Diminishing Impatience and the Certainty Effect
Halevy, Y. (2008) · American Economic Review · doi:10.1257/aer.98.3.1145 · Cited by 229 · see citing works
Thinking and deciding, 4th ed.
Baron, J. (2008) · Cited by 208 · see citing works
Ruderman, H., Levine, M., & McMahon, J. E. (1987) · The Energy Journal · doi:10.5547/issn0195-6574-ej-vol8-no1-7 · Cited by 187 · see citing works
UNCERTAIN LIFETIME AND INTERTEMPORAL CHOICE: RISK AVERSION AS A RATIONALE FOR TIME DISCOUNTING*
Bommier, A. (2006) · International Economic Review · doi:10.1111/j.1468-2354.2006.00411.x · Cited by 176 · see citing works
Payday Loans, Uncertainty and Discounting: Explaining Patterns of Borrowing, Repayment, and Default
Skiba, P. M., & Tobacman, J. (2008) · doi:10.2139/ssrn.1319751 · Cited by 157 · see citing works
Malkoc, S. A., & Zauberman, G. S. (2006) · Journal of Marketing Research · doi:10.1509/jmkr.43.4.618 · Cited by 147 · see citing works
Delay discounting: Interactions between personality and cognitive ability
Hirsh, J. B., Morisano, D., & Peterson, J. B. (2008) · Journal of Research in Personality · doi:10.1016/j.jrp.2008.07.005 · Cited by 134 · see citing works
Discounting environmental health risks: New evidence and policy implications
Moore, M. J., & Viscusi, W. K. (1990) · Journal of Environmental Economics and Management · doi:10.1016/0095-0696(90)90037-y · Cited by 115 · see citing works
A Literature Review on the Effectiveness of Financial EducationPreprint
Martin, M. P. (2012) · SSRN Electronic Journal · doi:10.2139/ssrn.2186650 · Cited by 108 · see citing works
Strategies for crowdsourcing social data analysis
Willett, W., Heer, J., & Agrawala, M. (2012) · ACM SIGCHI Conference on Human Factors in Computing Systems (CHI) · doi:10.1145/2207676.2207709 · Cited by 103 · see citing works
Applying a Behavioral Economic Framework to Understanding Adolescent Smoking.
Audrain-McGovern, J. E., Rodriguez, D., Tercyak, K. P., Epstein, L. H., Goldman, P. N., & Wileyto, E. P. (2004) · Psychology of Addictive Behaviors · doi:10.1037/0893-164x.18.1.64 · Cited by 101 · see citing works
Intangibility in intertemporal choice
Rick, S., & Loewenstein, G. (2008) · Philosophical Transactions of the Royal Society B: Biological Sciences · doi:10.1098/rstb.2008.0150 · Cited by 95 · see citing works
Do Financial Education Programs Work?
Hathaway, I., & Khatiwada, S. (2008) · Working paper · doi:10.26509/frbc-wp-200803 · Cited by 95 · see citing works
Financial Literacy: If it's so Important, Why Isn't it Improving?Preprint
Mandell, L. (2006) · SSRN Electronic Journal · doi:10.2139/ssrn.923557 · Cited by 76 · see citing works
Can We Use Human Judgments to Determine the Discount Rate?
Baron, J. (2000) · Risk Analysis · doi:10.1111/0272-4332.206079 · Cited by 41 · see citing works
Environmental policy under a non-market discount rate
Horowitz, J. K. (1996) · Ecological Economics · doi:10.1016/0921-8009(95)00082-8 · Cited by 26 · see citing works
Risk and preference reversals in intertemporal choice
Gerber, A., & Rohde, K. I. M. (2010) · Journal of Economic Behavior & Organization · doi:10.1016/j.jebo.2010.09.005 · Cited by 21 · see citing works
Beyond discounting : The tradeoff model of intertemporal choice
Scholten, M., & Read, D. (2006) · London School of Economics and Political Science Research Online (London School of Economics and Political Science) · Cited by 7 · see citing works
Intertemporal tradeoffs priced in interest rates and amounts: a study of method variance
Read, D., Airoldi, M., & Loewe, G. (2005) · London School of Economics and Political Science Research Online (London School of Economics and Political Science) · Cited by 2 · see citing works
Flagged first, then by citations
Research works printed but not linked: 4
- Baron J 1988, 1994, 2000, 2008 Thinking and Deciding Cambridge University Press
- Kelley PG 2010 Conducting usable privacy & security studies with Amazon’s Mechanical Turk Symposium on Usable Privacy and Security (SOUPS)
- Kim BK 2010 Understanding anticipatory time perception in consumers’ time-related decisions (unpublished doctoral dissertation) Marketing, University of Pennsylvania Philadelphia, PA
- Mandell L Klein LS 2009 The impact of financial literacy education on subsequent financial behavior Journal of Financial Counseling and Planning 206 15 24
Cited by
Sorted by citations
Behavioral trainings and manipulations to reduce delay discounting: A systematic review
Scholten, H., Scheres, A., de Water, E., Graf, U., Granic, I., & Luijten, M. (2019) · Psychonomic Bulletin & Review · doi:10.3758/s13423-019-01629-2 · Cited by 135 · see citing works
Diminished Cortical Thickness Is Associated with Impulsive Choice in Adolescence
Pehlivanova, M., Wolf, D. H., Sotiras, A., Kaczkurkin, A. N., Moore, T. M., Ciric, R., Cook, P. A., Garcia de La Garza, A., Rosen, A. F. G., Ruparel, K., et al. (2018) · The Journal of Neuroscience · doi:10.1523/jneurosci.2200-17.2018 · Cited by 79 · see citing works
Self-citationThe Vivid Present: Visualization Abilities Are Associated with Steep Discounting of Future Rewards
Parthasarathi, T., McConnell, M. H., Luery, J., & Kable, J. W. (2017) · Frontiers in Psychology · doi:10.3389/fpsyg.2017.00289 · Cited by 59 · see citing works
Self-citationSteeper discounting of delayed rewards in schizophrenia but not first-degree relatives
Yu, L. Q., Lee, S., Katchmar, N., Satterthwaite, T. D., Kable, J. W., & Wolf, D. H. (2017) · Psychiatry Research · doi:10.1016/j.psychres.2017.02.062 · Cited by 44 · see citing works
Self-citationLempert, K. M., Mechanic-Hamilton, D. J., Xie, L., Wisse, L. E. M., de Flores, R., Wang, J., Das, S. R., Yushkevich, P. A., Wolk, D. A., & Kable, J. W. (2020) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2020.107549 · Cited by 38 · see citing works
Self-citationTemporal discounting predicts procrastination in the real world
Zhang, P. Y., & Ma, W. J. (2024) · Scientific Reports · doi:10.1038/s41598-024-65110-4 · Cited by 13 · see citing works
- Authors
- Senecal, N., Wang, T., Thompson, E., & Kable, J. W.
- Affiliations
- University of Pennsylvania (US)
- Corresponding author
- Senecal, Nicole
- Kable, Joseph W.
- Venue
- Judgment and Decision Making
- Publisher
- Cambridge University Press (CUP)
- Published
- 2012-09
- Volume
- 7
- Issue
- 5
- Pages
- 568-589
- ISSN
- 1930-2975 (ISSN-L)
- PMC
- PMC3626281
- OpenAlex
- W4313429375
- Cited by
- 51
- References
- 60
- Citations by year
- 2026: 1 · 2025: 1 · 2024: 6 · 2023: 6 · 2022: 1 · 2021: 6 · 2020: 3 · 2019: 2 · 2018: 5 · 2017: 3 · 2016: 5 · 2015: 5 · 2014: 1 · 2013: 5
- FWCI
- 2.74
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- Judgment and Decision Making (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- ScholarlyCommons (University of Pennsylvania) (submittedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion)
- PubMed
- Funders
- National Institutes of Health (5t32mh017168-34)
- National Institute on Drug Abuse (R01DA029149)
- Topics
- Social Sciences › Decision Sciences › General Decision Sciences › Decision-Making and Behavioral Economics
- Social Sciences › Business, Management and Accounting › Accounting › Financial Literacy, Pension, Retirement Analysis
- Social Sciences › Safety Research › Experimental Behavioral Economics Studies
- Keywords
- delay discounting, normative strategies, intertemporal choice, financial decision-making, expert advice, peer advice, financial guidance, normative arguments, market interest rates
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