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Getting to the Top of Mind: How Reminders Increase Saving

Author

Listed:
  • Dean Karlan

    (Department of Economics, Yale University, New Haven, Connecticut 06520)

  • Margaret McConnell

    (Department of Global Health and Population, Harvard T.H. Chan School of Public Health, Boston, Massachusetts 02115)

  • Sendhil Mullainathan

    (Department of Economics, Harvard University, Cambridge, Massachusetts 02138)

  • Jonathan Zinman

    (Department of Economics, Dartmouth College, Hanover, New Hampshire 03755)

Abstract

We provide evidence from field experiments with three different banks that reminder messages increase commitment attainment for clients who recently opened commitment savings accounts. Messages that mention both savings goals and financial incentives are particularly effective, whereas other content variations such as gain versus loss framing do not have significantly different effects. Nor do we find evidence that receiving additional late reminders has an additive effect. These empirical results do not map neatly into existing models, so we provide a simple model where limited attention to exceptional expenses can generate undersaving that is in turn mitigated by reminders.Data, as supplemental material, are available at http://dx.doi.org/10.1287/mnsc.2015.2296 . This paper was accepted by Teck-Hua Ho, behavioral economics .

Suggested Citation

  • Dean Karlan & Margaret McConnell & Sendhil Mullainathan & Jonathan Zinman, 2016. "Getting to the Top of Mind: How Reminders Increase Saving," Management Science, INFORMS, vol. 62(12), pages 3393-3411, December.
  • Handle: RePEc:inm:ormnsc:v:62:y:2016:i:12:p:3393-3411
    DOI: 10.1287/mnsc.2015.2296
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    1. Joshua Schwartzstein, 2014. "Selective Attention And Learning," Journal of the European Economic Association, European Economic Association, vol. 12(6), pages 1423-1452, December.
    2. Richard H. Thaler & Shlomo Benartzi, 2004. "Save More Tomorrow (TM): Using Behavioral Economics to Increase Employee Saving," Journal of Political Economy, University of Chicago Press, vol. 112(S1), pages 164-187, February.
    3. Thaler, Richard H, 1990. "Saving, Fungibility, and Mental Accounts," Journal of Economic Perspectives, American Economic Association, vol. 4(1), pages 193-205, Winter.
    4. Morten, Melanie & Karlan, Dean S. & Zinman, Jonathan, 2012. "A Personal Touch: Text Messaging for Loan Repayment," Center Discussion Papers 121867, Yale University, Economic Growth Center.
    5. Zwane, A. P. & Zinman, J. & Van Dusen, E. & Pariente, W. & Null, C. & Miguel, E. & Kremer, Michael R. & Karlan, D. S. & Hornbeck, Richard A. & Gine, X. & Duflo, E. & Devoto, F. & Crepon, B. & Banerjee, 2011. "Being Surveyed Can Change Later Behavior and Related Parameter Estimates," Scholarly Articles 11339433, Harvard University Department of Economics.
    6. David K. Levine & Drew Fudenberg, 2006. "A Dual-Self Model of Impulse Control," American Economic Review, American Economic Association, vol. 96(5), pages 1449-1476, December.
    7. James J. Choi & David Laibson & Brigitte C. Madrian & Andrew Metrick, 2004. "For Better or for Worse: Default Effects and 401(k) Savings Behavior," NBER Chapters, in: Perspectives on the Economics of Aging, pages 81-126, National Bureau of Economic Research, Inc.
    8. N. Gregory Mankiw & Ricardo Reis, 2002. "Sticky Information versus Sticky Prices: A Proposal to Replace the New Keynesian Phillips Curve," The Quarterly Journal of Economics, Oxford University Press, vol. 117(4), pages 1295-1328.
    9. Ball, Laurence & Gregory Mankiw, N. & Reis, Ricardo, 2005. "Monetary policy for inattentive economies," Journal of Monetary Economics, Elsevier, vol. 52(4), pages 703-725, May.
    10. Victor Stango & Jonathan Zinman, 2014. "Limited and Varying Consumer Attention: Evidence from Shocks to the Salience of Bank Overdraft Fees," Review of Financial Studies, Society for Financial Studies, vol. 27(4), pages 990-1030.
    11. David Laibson & Andrea Repetto & Jeremy Tobacman, 2005. "Estimating Discount Functions with Consumption Choices over the Lifecycle," Levine's Bibliography 784828000000000643, UCLA Department of Economics.
    12. Dean Karlan & Aishwarya Lakshmi Ratan & Jonathan Zinman, 2014. "Savings by and for the Poor: A Research Review and Agenda," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 60(1), pages 36-78, March.
    13. Stefano DellaVigna, 2009. "Psychology and Economics: Evidence from the Field," Journal of Economic Literature, American Economic Association, vol. 47(2), pages 315-372, June.
    14. Pedro Bordalo & Nicola Gennaioli & Andrei Shleifer, 2013. "Salience and Consumer Choice," Journal of Political Economy, University of Chicago Press, vol. 121(5), pages 803-843.
    15. Ashraf Nava & Karlan Dean & Yin Wesley, 2006. "Deposit Collectors," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 5(2), pages 1-24, March.
    16. Pascaline Dupas & Jonathan Robinson, 2013. "Savings Constraints and Microenterprise Development: Evidence from a Field Experiment in Kenya," American Economic Journal: Applied Economics, American Economic Association, vol. 5(1), pages 163-192, January.
    17. 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, Oxford University Press, vol. 121(2), pages 635-672.
    18. Reis, Ricardo, 2006. "Inattentive consumers," Journal of Monetary Economics, Elsevier, vol. 53(8), pages 1761-1800, November.
    19. Xavier Gabaix & David Laibson, 2018. "Shrouded attributes, consumer myopia and information suppression in competitive markets," Chapters, in: Victor J. Tremblay & Elizabeth Schroeder & Carol Horton Tremblay (ed.), Handbook of Behavioral Industrial Organization, chapter 3, pages 40-74, Edward Elgar Publishing.
    20. Keith M. Marzilli Ericson, 2011. "Forgetting We Forget: Overconfidence And Memory," Journal of the European Economic Association, European Economic Association, vol. 9(1), pages 43-60, February.
    21. Brigitte C. Madrian & Dennis F. Shea, 2001. "The Power of Suggestion: Inertia in 401(k) Participation and Savings Behavior," The Quarterly Journal of Economics, Oxford University Press, vol. 116(4), pages 1149-1187.
    22. Raj Chetty & Adam Looney & Kory Kroft, 2009. "Salience and Taxation: Theory and Evidence," American Economic Review, American Economic Association, vol. 99(4), pages 1145-1177, September.
    23. Stefano DellaVigna & Matthew Gentzkow, 2010. "Persuasion: Empirical Evidence," Annual Review of Economics, Annual Reviews, vol. 2(1), pages 643-669, September.
    24. 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.
    25. David Laibson, 2001. "A Cue-Theory of Consumption," The Quarterly Journal of Economics, Oxford University Press, vol. 116(1), pages 81-119.
    26. 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.
    27. Faruk Gul & Wolfgang Pesendorfer, 2004. "Self-Control and the Theory of Consumption," Econometrica, Econometric Society, vol. 72(1), pages 119-158, January.
    28. Ximena Cadena & Antoinette Schoar, 2011. "Remembering to Pay? Reminders vs. Financial Incentives for Loan Payments," NBER Working Papers 17020, National Bureau of Economic Research, Inc.
    29. Abhijit V. Banerjee & Sendhil Mullainathan, 2008. "Limited Attention and Income Distribution," American Economic Review, American Economic Association, vol. 98(2), pages 489-493, May.
    30. Mark Armstrong & Robert Porter (ed.), 2007. "Handbook of Industrial Organization," Handbook of Industrial Organization, Elsevier, edition 1, volume 3, number 1.
    31. Sims, Christopher A., 2003. "Implications of rational inattention," Journal of Monetary Economics, Elsevier, vol. 50(3), pages 665-690, April.
    32. Abigail B. Sussman & Adam L. Alter, 2012. "The Exception Is the Rule: Underestimating and Overspending on Exceptional Expenses," Journal of Consumer Research, Oxford University Press, vol. 39(4), pages 800-814.
    33. Esther Duflo & Michael Kremer & Jonathan Robinson, 2011. "Nudging Farmers to Use Fertilizer: Theory and Experimental Evidence from Kenya," American Economic Review, American Economic Association, vol. 101(6), pages 2350-2390, October.
    34. David Laibson, 1997. "Golden Eggs and Hyperbolic Discounting," The Quarterly Journal of Economics, Oxford University Press, vol. 112(2), pages 443-478.
    35. John Beshears & James J. Choi & David Laibson & Brigitte C. Madrian, 2009. "The Importance of Default Options for Retirement Saving Outcomes: Evidence from the United States," NBER Chapters, in: Social Security Policy in a Changing Environment, pages 167-195, National Bureau of Economic Research, Inc.
    36. Emir Kamenica, 2012. "Behavioral Economics and Psychology of Incentives," Annual Review of Economics, Annual Reviews, vol. 4(1), pages 427-452, July.
    37. Akerlof, George A, 1991. "Procrastination and Obedience," American Economic Review, American Economic Association, vol. 81(2), pages 1-19, May.
    38. Keith M. Marzilli Ericson, 2014. "On the Interaction of Memory and Procrastination: Implications for Reminders," NBER Working Papers 20381, National Bureau of Economic Research, Inc.
    39. Felipe Kast & Stephan Meier & Dina Pomeranz, 2012. "Under-Savers Anonymous: Evidence on Self-Help Groups and Peer Pressure as a Savings Commitment Device," NBER Working Papers 18417, National Bureau of Economic Research, Inc.
    40. Dean Karlan & Aishwarya Lakshmi Ratan & Jonathan Zinman, 2014. "Savings by and for the Poor: A Research Review and Agenda," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 60(1), pages 36-78, March.
    41. Markus K. Brunnermeier & Filippos Papakonstantinou & Jonathan A. Parker, 2008. "An Economic Model of the Planning Fallacy," NBER Working Papers 14228, National Bureau of Economic Research, Inc.
    42. Rema Hanna & Sendhil Mullainathan & Joshua Schwartzstein, 2014. "Learning Through Noticing: Theory and Evidence from a Field Experiment," The Quarterly Journal of Economics, Oxford University Press, vol. 129(3), pages 1311-1353.
    43. Sendhil Mullainathan, 2002. "A Memory-Based Model of Bounded Rationality," The Quarterly Journal of Economics, Oxford University Press, vol. 117(3), pages 735-774.
    44. Bagwell, Kyle, 2007. "The Economic Analysis of Advertising," Handbook of Industrial Organization, in: Mark Armstrong & Robert Porter (ed.), Handbook of Industrial Organization, edition 1, volume 3, chapter 28, pages 1701-1844, Elsevier.
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    More about this item

    Keywords

    economics: microeconomic behavior; behavior and behavioral decision making; finance;
    All these keywords.

    JEL classification:

    • D91 - Microeconomics - - Micro-Based Behavioral Economics - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making
    • E21 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Consumption; Saving; Wealth

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