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Who Chooses Commitment? Evidence and Welfare Implications

Author

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  • Mariana Carrera
  • Heather Royer
  • Mark Stehr
  • Justin Sydnor
  • Dmitry Taubinsky

Abstract

This paper investigates whether offers of commitment contracts, in the form of self-imposed choice-set restrictions and penalties with no financial upside, are well-targeted tools for addressing self-control problems. In an experiment on gym attendance (N= 1;248), we examine take-up of commitment contracts, and also introduce a separate elicitation task to identify actual and perceived time inconsistency. There is high take-up of commitment contracts for greater gym attendance, resulting in significant increases in exercise. However, this is take-up is influenced both by noisy valuation and incorrect beliefs about one’s time inconsistency. Approximately half of the people who take up commitment contracts for higher gym attendance also take up commitment contracts for lower gym attendance. There is little association between commitment contract take-up and reduced-form and structural estimates of actual or perceived time inconsistency. A novel information treatment providing an exogenous shock to awareness of time inconsistency reduces demand for commitment contracts. Structural estimates of a model of quasi-hyperbolic discounting and gym attendance imply that offering our commitment contracts lowers consumer surplus, and is less socially efficient than utilizing linear exercise subsidies that achieve the same average change in behavior.

Suggested Citation

  • Mariana Carrera & Heather Royer & Mark Stehr & Justin Sydnor & Dmitry Taubinsky, 2019. "Who Chooses Commitment? Evidence and Welfare Implications," NBER Working Papers 26161, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:26161
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    References listed on IDEAS

    as
    1. Mel Win Khaw & Ziang Li & Michael Woodford, 2017. "Risk Aversion as a Perceptual Bias," NBER Working Papers 23294, National Bureau of Economic Research, Inc.
    2. Aigner, Dennis J., 1973. "Regression with a binary independent variable subject to errors of observation," Journal of Econometrics, Elsevier, vol. 1(1), pages 49-59, March.
    3. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
    4. Heather Royer & Mark Stehr & Justin Sydnor, 2015. "Incentives, Commitments, and Habit Formation in Exercise: Evidence from a Field Experiment with Workers at a Fortune-500 Company," American Economic Journal: Applied Economics, American Economic Association, vol. 7(3), pages 51-84, July.
    5. Stefano DellaVigna & John A. List & Ulrike Malmendier, 2012. "Testing for Altruism and Social Pressure in Charitable Giving," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(1), pages 1-56.
    6. Charles Sprenger, 2015. "Judging Experimental Evidence on Dynamic Inconsistency," American Economic Review, American Economic Association, vol. 105(5), pages 280-285, May.
    7. Houser, Daniel & Schunk, Daniel & Winter, Joachim & Xiao, Erte, 2018. "Temptation and commitment in the laboratory," Games and Economic Behavior, Elsevier, vol. 107(C), pages 329-344.
    8. Ned Augenblick & Muriel Niederle & Charles Sprenger, 2015. "Editor's Choice Working over Time: Dynamic Inconsistency in Real Effort Tasks," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 130(3), pages 1067-1115.
    9. Toussaert, Séverine, 2018. "Eliciting temptation and self-control through menu choices: a lab experiment," LSE Research Online Documents on Economics 88107, London School of Economics and Political Science, LSE Library.
    10. McKelvey Richard D. & Palfrey Thomas R., 1995. "Quantal Response Equilibria for Normal Form Games," Games and Economic Behavior, Elsevier, vol. 10(1), pages 6-38, July.
    11. 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.
    12. Gabriel D. Carroll & James J. Choi & David Laibson & Brigitte C. Madrian & Andrew Metrick, 2009. "Optimal Defaults and Active Decisions," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(4), pages 1639-1674.
    13. Nava Ashraf & Dean Karlan & Wesley Yin, 2006. "Tying Odysseus to the Mast: Evidence From a Commitment Savings Product in the Philippines," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(2), pages 635-672.
    14. M. Daniele Paserman, 2008. "Job Search and Hyperbolic Discounting: Structural Estimation and Policy Evaluation," Economic Journal, Royal Economic Society, vol. 118(531), pages 1418-1452, August.
    15. Christine L. Exley & Jeffrey K. Naecker, 2017. "Observability Increases the Demand for Commitment Devices," Management Science, INFORMS, vol. 63(10), pages 3262-3267, October.
    16. Dan Acland & Matthew R. Levy, 2015. "Naiveté, Projection Bias, and Habit Formation in Gym Attendance," Management Science, INFORMS, vol. 61(1), pages 146-160, January.
    17. Acland, Dan & Levy, Matthew R., 2015. "Naiveté, projection bias, and habit formation in gym attendance," LSE Research Online Documents on Economics 66147, London School of Economics and Political Science, LSE Library.
    18. Paul Heidhues & Botond Kőszegi, 2009. "Futile Attempts at Self-Control," Journal of the European Economic Association, MIT Press, vol. 7(2-3), pages 423-434, 04-05.
    19. Xavier Giné & Dean Karlan & Jonathan Zinman, 2010. "Put Your Money Where Your Butt Is: A Commitment Contract for Smoking Cessation," American Economic Journal: Applied Economics, American Economic Association, vol. 2(4), pages 213-235, October.
    20. Beshears, John & Choi, James J. & Harris, Christopher & Laibson, David & Madrian, Brigitte C. & Sakong, Jung, 2015. "Self Control and Commitment: Can Decreasing the Liquidity of a Savings Account Increase Deposits?," Working Paper Series 15-048, Harvard University, John F. Kennedy School of Government.
    21. Frank Schilbach, 2019. "Alcohol and Self-Control: A Field Experiment in India," American Economic Review, American Economic Association, vol. 109(4), pages 1290-1322, April.
    22. Anett John, 2020. "When Commitment Fails: Evidence from a Field Experiment," Management Science, INFORMS, vol. 66(2), pages 503-529, February.
    23. David Laibson, 1997. "Golden Eggs and Hyperbolic Discounting," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(2), pages 443-478.
    24. Manuel Amador & Iván Werning & George-Marios Angeletos, 2006. "Commitment vs. Flexibility," Econometrica, Econometric Society, vol. 74(2), pages 365-396, March.
    25. Jerry Hausman, 2001. "Mismeasured Variables in Econometric Analysis: Problems from the Right and Problems from the Left," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 57-67, Fall.
    26. Stefano DellaVigna & Ulrike Malmendier, 2004. "Contract Design and Self-Control: Theory and Evidence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(2), pages 353-402.
    27. R. H. Strotz, 1955. "Myopia and Inconsistency in Dynamic Utility Maximization," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 23(3), pages 165-180.
    28. Faruk Gul & Wolfgang Pesendorfer, 2001. "Temptation and Self-Control," Econometrica, Econometric Society, vol. 69(6), pages 1403-1435, November.
    29. Paulo Natenzon, 2019. "Random Choice and Learning," Journal of Political Economy, University of Chicago Press, vol. 127(1), pages 419-457.
    30. Liang Bai & Benjamin Handel & Edward Miguel & Gautam Rao, 2021. "Self-Control and Demand for Preventive Health: Evidence from Hypertension in India," The Review of Economics and Statistics, MIT Press, vol. 103(5), pages 835-856, December.
    31. AIGNER, Dennis J., 1973. "Regression with a binary independent variable subject to errors of observation," LIDAM Reprints CORE 130, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    32. Ned Augenblick & Matthew Rabin, 2019. "An Experiment on Time Preference and Misprediction in Unpleasant Tasks," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 86(3), pages 941-975.
    33. repec:lmu:muenar:19377 is not listed on IDEAS
    34. Simone Galperti, 2015. "Commitment, Flexibility, and Optimal Screening of Time Inconsistency," Econometrica, Econometric Society, vol. 83(4), pages 1425-1465, July.
    35. Katherine L. Milkman & Julia A. Minson & Kevin G. M. Volpp, 2014. "Holding the Hunger Games Hostage at the Gym: An Evaluation of Temptation Bundling," Management Science, INFORMS, vol. 60(2), pages 283-299, February.
    36. Arnold Harberger, 1964. "Taxation, Resource Allocation, and Welfare," NBER Chapters, in: The Role of Direct and Indirect Taxes in the Federal Reserve System, pages 25-80, National Bureau of Economic Research, Inc.
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    Cited by:

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    2. Dmitriy Sergeyev & Chen Lian & Yuriy Gorodnichenko, 2023. "The Economics of Financial Stress," NBER Working Papers 31285, National Bureau of Economic Research, Inc.
    3. Claes Ek & Margaret Samahita, 2019. "Pessimism and Overcommitment," Working Papers 201921, School of Economics, University College Dublin.
    4. Pugatch, Todd & Schroeder, Elizabeth & Wilson, Nicholas, 2022. "Study More Tomorrow," GLO Discussion Paper Series 1115, Global Labor Organization (GLO).
    5. Benjamin Enke & Thomas Graeber & Ryan Oprea & Thomas W. Graeber, 2023. "Complexity and Hyperbolic Discounting," CESifo Working Paper Series 10861, CESifo.
    6. Ek, Claes & Samahita, Margaret, 2023. "Too much commitment? An online experiment with tempting YouTube content," Journal of Economic Behavior & Organization, Elsevier, vol. 208(C), pages 21-38.
    7. Benjamin Enke & Thomas Graeber & Ryan Oprea, 2023. "Complexity and Time," CESifo Working Paper Series 10327, CESifo.
    8. Zachary Breig & Matthew Gibson & Jeffrey Shrader, 2019. "Why Do We Procrastinate? Present Bias and Optimism," Department of Economics Working Papers 2019-15, Department of Economics, Williams College.

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    More about this item

    JEL classification:

    • C9 - Mathematical and Quantitative Methods - - Design of Experiments
    • D9 - Microeconomics - - Micro-Based Behavioral Economics
    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior

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