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The Economic Importance of Financial Literacy: Theory and Evidence

  • Annamaria Lusardi
  • Olivia S. Mitchell

This paper undertakes an assessment of a rapidly growing body of economic research on financial literacy. We start with an overview of theoretical research, which casts financial knowledge as a form of investment in human capital. Endogenizing financial knowledge has important implications for welfare, as well as policies intended to enhance levels of financial knowledge in the larger population. Next, we draw on recent surveys to establish how much (or how little) people know and identify the least financially savvy population subgroups. This is followed by an examination of the impact of financial literacy on economic decision making in the United States and elsewhere. While the literature is still young, conclusions may be drawn about the effects and consequences of financial illiteracy and what works to remedy these gaps. A final section offers thoughts on what remains to be learned if researchers are to better inform theoretical and empirical models as well as public policy.

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Article provided by American Economic Association in its journal Journal of Economic Literature.

Volume (Year): 52 (2014)
Issue (Month): 1 (March)
Pages: 5-44

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Handle: RePEc:aea:jeclit:v:52:y:2014:i:1:p:5-44
Note: DOI: 10.1257/jel.52.1.5
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  1. Tabea Bucher-Koenen & Annamaria Lusardi, 2011. "Financial Literacy and Retirement Planning in Germany," NBER Working Papers 17110, National Bureau of Economic Research, Inc.
  2. Shawn Cole & Xavier Giné & Jeremy Tobacman & Petia Topalova & Robert M. Townsend & James Vickery, 2009. "Barriers to household risk management: evidence from India," Staff Reports 373, Federal Reserve Bank of New York.
  3. Leora F. Klapper & Annamaria Lusardi & Georgios A. Panos, 2012. "Financial Literacy and the Financial Crisis," NBER Working Papers 17930, National Bureau of Economic Research, Inc.
  4. Sumit Agarwal & John C. Driscoll & Xavier Gabaix & David Laibson, 2009. "The Age of Reason: Financial Decisions over the Life Cycle and Implications for Regulation," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 40(2 (Fall)), pages 51-117.
  5. Mark Grinblatt & Matti Keloharju & Juhani Linnainmaa, 2011. "IQ and Stock Market Participation," Journal of Finance, American Finance Association, vol. 66(6), pages 2121-2164, December.
  6. Raquel Fonseca & Kathleen Mullen & Gema Zamarro & Julie Zissimopoulos, 2009. "What Explains the Gender Gap in Financial Literacy? The Role of Household Decision-Making," Working Papers 762, RAND Corporation Publications Department.
  7. Robert Clark & Rikiya Matsukura & Naohiro Ogawa, 2013. "Low fertility, human capital, and economic growth," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 29(32), pages 865-884, October.
  8. Tullio Jappelli, 2009. "Economic Literacy: An International Comparison," CSEF Working Papers 238, Centre for Studies in Economics and Finance (CSEF), University of Naples, Italy.
  9. Laurent Calvet & Paolo Sodini & John Y. Campbell, 2007. "Down or out: Assessing the welfare costs of household investment mistakes," Post-Print hal-00671903, HAL.
  10. James Banks & Zoe Oldfield, 2007. "Understanding Pensions: Cognitive Function, Numerical Ability and Retirement Saving," Fiscal Studies, Institute for Fiscal Studies, vol. 28(2), pages 143-170, 06.
  11. Chen, Haiyang & Volpe, Ronald P., 1998. "An Analysis of Personal Financial Literacy Among College Students," Financial Services Review, Elsevier, vol. 7(2), pages 107-128.
  12. Annamaria Lusardi, 2011. "Americans' Financial Capability," NBER Working Papers 17103, National Bureau of Economic Research, Inc.
  13. Sewin Chan & Ann Huff Stevens, 2003. "What You Don't Know Can't Help You: Pension Knowledge and Retirement Decision Making," NBER Working Papers 10185, National Bureau of Economic Research, Inc.
  14. John Karl Scholz & Ananth Seshadri & Surachai Khitatrakun, 2004. "Are Americans Saving "Optimally" for Retirement?," NBER Working Papers 10260, National Bureau of Economic Research, Inc.
  15. Lusardi, Annamaria & Mitchell, Olivia S., 2011. "Financial literacy and retirement planning in the United States," Journal of Pension Economics and Finance, Cambridge University Press, vol. 10(04), pages 509-525, October.
  16. John Y. Campbell, 2006. "Household Finance," NBER Working Papers 12149, National Bureau of Economic Research, Inc.
  17. Justine Hastings & Olivia S. Mitchell, 2010. "How Financial Literacy and Impatience Shape Retirement Wealth and Investment Behaviors," Working Papers wp233, University of Michigan, Michigan Retirement Research Center.
  18. Marianne Bertrand & Adair Morse, 2009. "Information Disclosure, Cognitive Biases and Payday Borrowing," Working Papers 2009-007, Becker Friedman Institute for Research In Economics.
  19. Lusardi, Annamaria & Mitchell, Olivia S., 2011. "Financial literacy around the world: an overview," Journal of Pension Economics and Finance, Cambridge University Press, vol. 10(04), pages 497-508, October.
  20. Martin Browning & Annamaria Lusardi, 1995. "Household Saving: Micro Theories and Micro Facts," Department of Economics Working Papers 1995-02, McMaster University.
  21. Diana Crossan & David Feslier & Roger Hurnard, 2011. "Financial Literacy and Retirement Planning in New Zealand," CeRP Working Papers 113, Center for Research on Pensions and Welfare Policies, Turin (Italy).
  22. Eric A. Hanushek & Ludger Woessmann, 2008. "The Role of Cognitive Skills in Economic Development," Journal of Economic Literature, American Economic Association, vol. 46(3), pages 607-68, September.
  23. Kast, Felipe & Meier, Stephan & Pomeranz, Dina, 2012. "Under-Savers Anonymous: Evidence on Self-Help Groups and Peer Pressure as a Savings Commitment Device," IZA Discussion Papers 6311, Institute for the Study of Labor (IZA).
  24. Klapper, Leora & Panos, Georgios A., 2011. "Financial literacy and retirement planning : the Russian case," Policy Research Working Paper Series 5827, The World Bank.
  25. Annamaria Lusardi & Olivia S. Mitchell & Vilsa Curto, 2012. "Financial Sophistication in the Older Population," NBER Working Papers 17863, National Bureau of Economic Research, Inc.
  26. B. Douglas Bernheim & Daniel M. Garrett & Dean M. Maki, 1997. "Education and Saving: The Long-Term Effects of High School Financial Curriculum Mandates," Working Papers 97012, Stanford University, Department of Economics.
  27. Annamaria Lusardi & Olivia S. Mitchell, 2009. "How Ordinary Consumers Make Complex Economic Decisions: Financial Literacy and Retirement Readiness," NBER Working Papers 15350, National Bureau of Economic Research, Inc.
  28. Sekita, Shizuka, 2011. "Financial literacy and retirement planning in Japan," Journal of Pension Economics and Finance, Cambridge University Press, vol. 10(04), pages 637-656, October.
  29. Jonathan Skinner, 2007. "Are You Sure You're Saving Enough for Retirement?," NBER Working Papers 12981, National Bureau of Economic Research, Inc.
  30. John J. McArdle & James P. Smith & Robert Willis, 2009. "Cognition and Economic Outcomes in the Health and Retirement Survey," NBER Working Papers 15266, National Bureau of Economic Research, Inc.
  31. Mariacristina De Nardi & Eric French & John Bailey Jones, 2009. "Why do the elderly save? the role of medical expenses," Working Paper Series WP-09-02, Federal Reserve Bank of Chicago.
  32. Kenneth R. French, 2008. "Presidential Address: The Cost of Active Investing," Journal of Finance, American Finance Association, vol. 63(4), pages 1537-1573, 08.
  33. Bucher-Koenen, Tabea & Ziegelmeyer, Michael, 2011. "Who lost the most? Financial literacy, cognitive abilities, and the financial crisis," Working Paper Series 1299, European Central Bank.
  34. Charlotte Christiansen & Juanna Schröter Joensen & Jesper Rangvid, 2007. "Are Economists More Likely to Hold Stocks?," CREATES Research Papers 2007-08, School of Economics and Management, University of Aarhus.
  35. Nava Ashraf & Diego Aycinena & Claudia Martínez & Dean Yang, 2011. "Remittances and the Problem of Control: A Field Experiment Among Migrants from El Salvador," Working Papers wp341, University of Chile, Department of Economics.
  36. Christelis, Dimitris & Jappelli, Tullio & Padula, Mario, 2006. "Cognitive Abilities and Portfolio Choice," CEPR Discussion Papers 5735, C.E.P.R. Discussion Papers.
  37. Jappelli, Tullio & Padula, Mario, 2011. "Investment in Financial Literacy and Saving Decisions," CEPR Discussion Papers 8220, C.E.P.R. Discussion Papers.
  38. Geng Li, 2009. "Information sharing and stock market participation: evidence from extended families," Finance and Economics Discussion Series 2009-47, Board of Governors of the Federal Reserve System (U.S.).
  39. Takayama, Noriyuki, 2011. "Securing Lifelong Retirement Income: Global Annuity Markets and Policy," OUP Catalogue, Oxford University Press, number 9780199594849 edited by Mitchell, Olivia S. & Piggott, John, July.
  40. Crossan, Diana & Feslier, David & Hurnard, Roger, 2011. "Financial literacy and retirement planning in New Zealand," Journal of Pension Economics and Finance, Cambridge University Press, vol. 10(04), pages 619-635, October.
  41. Alan L. Gustman & Thomas L. Steinmeier & Nahid Tabatabai, 2012. "Financial Knowledge and Financial Literacy at the Household Level," American Economic Review, American Economic Association, vol. 102(3), pages 309-13, May.
  42. Carpena, Fenella & Cole, Shawn & Shapiro, Jeremy & Zia, Bilal, 2011. "Unpacking the causal chain of financial literacy," Policy Research Working Paper Series 5798, The World Bank.
  43. Pierre-Olivier Gourinchas & Jonathan A. Parker, 2002. "Consumption Over the Life Cycle," Econometrica, Econometric Society, vol. 70(1), pages 47-89, January.
  44. Mark Aguiar & Erik Hurst, 2007. "Measuring Trends in Leisure: The Allocation of Time Over Five Decades," The Quarterly Journal of Economics, Oxford University Press, vol. 122(3), pages 969-1006.
  45. Almenberg, Johan & Säve-Söderbergh, Jenny, 2011. "Financial literacy and retirement planning in Sweden," Journal of Pension Economics and Finance, Cambridge University Press, vol. 10(04), pages 585-598, October.
  46. 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.
  47. Alessie, Rob & Van Rooij, Maarten & Lusardi, Annamaria, 2011. "Financial literacy and retirement preparation in the Netherlands," Journal of Pension Economics and Finance, Cambridge University Press, vol. 10(04), pages 527-545, October.
  48. Annamaria Lusardi & Peter Tufano, 2009. "Debt Literacy, Financial Experiences, and Overindebtedness," NBER Working Papers 14808, National Bureau of Economic Research, Inc.
  49. Jing Cai & Alain De Janvry & Elisabeth Sadoulet, 2015. "Social Networks and the Decision to Insure," American Economic Journal: Applied Economics, American Economic Association, vol. 7(2), pages 81-108, April.
  50. Arrondel, L. & Debbich, M. & Savignac, F., 2013. "Financial Literacy and Financial Planning in France," Working papers 465, Banque de France.
  51. Yoram Ben-Porath, 1967. "The Production of Human Capital and the Life Cycle of Earnings," Journal of Political Economy, University of Chicago Press, vol. 75, pages 352.
  52. Annamaria Lusardi & Olivia S. Mitchell, 2006. "Baby Boomer Retirement Security: The Roles of Planning, Financial Literacy, and Housing Wealth," CeRP Working Papers 54, Center for Research on Pensions and Welfare Policies, Turin (Italy).
  53. Eric French, 2004. "The Effects of Health, Wealth and Wages on Labor Supply and Retirement Behavior," 2004 Meeting Papers 96, Society for Economic Dynamics.
  54. Sumit Agarwal & John C. Driscoll & Xavier Gabaix & David I. Laibson, 2007. "The age of reason: financial decisions over the lifecycle," Working Paper Series WP-07-05, Federal Reserve Bank of Chicago.
  55. Victor Stango & Jonathan Zinman, 2009. "Exponential Growth Bias and Household Finance," Journal of Finance, American Finance Association, vol. 64(6), pages 2807-2849, December.
  56. van Rooij, Maarten & Lusardi, Annamaria & Alessie, Rob J. M., 2007. "Financial literacy and stock market participation," CFS Working Paper Series 2007/27, Center for Financial Studies (CFS).
  57. Frank P. Stafford & Ngina S. Chiteji, 1999. "Portfolio Choices of Parents and Their Children as Young Adults: Asset Accumulation by African-American Families," American Economic Review, American Economic Association, vol. 89(2), pages 377-380, May.
  58. Milton Friedman, 1957. "A Theory of the Consumption Function," NBER Books, National Bureau of Economic Research, Inc, number frie57-1, March.
  59. Haliassos, Michael & Bertaut, Carol C, 1995. "Why Do So Few Hold Stocks?," Economic Journal, Royal Economic Society, vol. 105(432), pages 1110-29, September.
  60. John Ameriks & Andrew Caplin & John Leahy, 2003. "Wealth Accumulation and the Propensity to Plan," The Quarterly Journal of Economics, Oxford University Press, vol. 118(3), pages 1007-1047.
  61. Paul Glewwe, 2002. "Schools and Skills in Developing Countries: Education Policies and Socioeconomic Outcomes," Journal of Economic Literature, American Economic Association, vol. 40(2), pages 436-482, June.
  62. Milton Friedman, 1957. "Introduction to "A Theory of the Consumption Function"," NBER Chapters, in: A Theory of the Consumption Function, pages 1-6 National Bureau of Economic Research, Inc.
  63. 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 S164-S187, February.
  64. Mahnaz Mahdavi & Nicholas J. Horton, 2014. "Financial Knowledge among Educated Women: Room for Improvement," Journal of Consumer Affairs, Wiley Blackwell, vol. 48(2), pages 403-417, 06.
  65. Seiritsu Ogura & Toshiaki Tachibanaki & David A. Wise, 2001. "Aging Issues in the United States and Japan," NBER Books, National Bureau of Economic Research, Inc, number ogur01-1, March.
  66. Annamaria Lusardi & Olivia S. Mitchell, 2008. "Planning and Financial Literacy: How Do Women Fare?," CeRP Working Papers 72, Center for Research on Pensions and Welfare Policies, Turin (Italy).
  67. Justine S. Hastings & Lydia Tejeda-Ashton, 2008. "Financial Literacy, Information, and Demand Elasticity: Survey and Experimental Evidence from Mexico," NBER Working Papers 14538, National Bureau of Economic Research, Inc.
  68. Annamaria Lusardi & Pierre-Carl Michaud & Olivia S. Mitchell, 2013. "Optimal Financial Knowledge and Wealth Inequality," NBER Working Papers 18669, National Bureau of Economic Research, Inc.
  69. Alberto Arenas de Mesa & David Bravo & Jere R. Behrman & Olivia S. Mitchell & Petra E. Todd, 2006. "The Chilean Pension Reform Turns 25: Lessons From the Social Protection Survey," NBER Working Papers 12401, National Bureau of Economic Research, Inc.
  70. Shawn Cole & Thomas Sampson & Bilal Zia, 2011. "Prices or Knowledge? What Drives Demand for Financial Services in Emerging Markets?," Journal of Finance, American Finance Association, vol. 66(6), pages 1933-1967, December.
  71. Disney, Richard & Gathergood, John, 2013. "Financial literacy and consumer credit portfolios," Journal of Banking & Finance, Elsevier, vol. 37(7), pages 2246-2254.
  72. Justine S. Hastings & Brigitte C. Madrian & William L. Skimmyhorn, 2012. "Financial Literacy, Financial Education and Economic Outcomes," NBER Working Papers 18412, National Bureau of Economic Research, Inc.
  73. Laurent-Emmanuel Calvet & John Y. Campbell & Paolo Sodini, 2009. "Measuring the Financial Sophistication of Households," Post-Print hal-00459687, HAL.
  74. Cagetti, Marco, 2003. "Wealth Accumulation over the Life Cycle and Precautionary Savings," Journal of Business & Economic Statistics, American Statistical Association, vol. 21(3), pages 339-53, July.
  75. James M. Poterba & Steven F. Venti & David A. Wise, 2013. "Health, Education, and the Post-Retirement Evolution of Household Assets," NBER Working Papers 18695, National Bureau of Economic Research, Inc.
  76. Bernheim, B. Douglas & Garrett, Daniel M., 2003. "The effects of financial education in the workplace: evidence from a survey of households," Journal of Public Economics, Elsevier, vol. 87(7-8), pages 1487-1519, August.
  77. Richard Thaler & Shlomo Benartzi, 2004. "Save more tomorrow: Using behavioral economics to increase employee saving," Natural Field Experiments 00337, The Field Experiments Website.
  78. Johan Almenberg & Jenny Säve-Söderbergh, 2011. "Financial Literacy and Retirement Planning in Sweden," CeRP Working Papers 112, Center for Research on Pensions and Welfare Policies, Turin (Italy).
  79. Mitchell, Olivia S. & Smetters, Kent (ed.), 2013. "The Market for Retirement Financial Advice," OUP Catalogue, Oxford University Press, number 9780199683772, July.
  80. Fornero, Elsa & Monticone, Chiara, 2011. "Financial literacy and pension plan participation in Italy," Journal of Pension Economics and Finance, Cambridge University Press, vol. 10(04), pages 547-564, October.
  81. Luc Arrondel & André Masson, 2002. "Stockholding in France," DELTA Working Papers 2002-09, DELTA (Ecole normale supérieure).
  82. Olivia S. Mitchell & Stephen Utkus, 2012. "Target-Date Funds in 401(k) Retirement Plans," NBER Working Papers 17911, National Bureau of Economic Research, Inc.
  83. Joao F. Cocco, 2005. "Consumption and Portfolio Choice over the Life Cycle," Review of Financial Studies, Society for Financial Studies, vol. 18(2), pages 491-533.
  84. Adeline Delavande & Susann Rohwedder & Robert Willis, 2008. "Preparation for Retirement, Financial Literacy and Cognitive Resources," Working Papers wp190, University of Michigan, Michigan Retirement Research Center.
  85. Ian Hathaway & Sameer Khatiwada, 2008. "Do financial education programs work?," Working Paper 0803, Federal Reserve Bank of Cleveland.
  86. Julie Agnew & Lisa R. Szykman & Stephen P. Utkus & Jean A. Young, 2007. "Literacy, Trust and 401(k) Savings Behavior," Working Papers, Center for Retirement Research at Boston College wp2007-10, Center for Retirement Research, revised May 2007.
  87. Angela Romagnoli & Maurizio Trifilidis, 2013. "Does financial education at school work? Evidence from Italy," Questioni di Economia e Finanza (Occasional Papers) 155, Bank of Italy, Economic Research and International Relations Area.
  88. Kristopher S. Gerardi & Lorenz Goette & Stephan Meier, 2010. "Financial literacy and subprime mortgage delinquency: evidence from a survey matched to administrative data," FRB Atlanta Working Paper 2010-10, Federal Reserve Bank of Atlanta.
  89. David A. Wise, 2001. "Introduction to "Aging Issues in the United States and Japan"," NBER Chapters, in: Aging Issues in the United States and Japan, pages 1-24 National Bureau of Economic Research, Inc.
  90. Emmanuel Saez & Esther Duflo, 2003. "The role of information and social interactions in retirement plan decisions: Evidence from a randomized experiment," Framed Field Experiments 00141, The Field Experiments Website.
  91. Noam Yuchtman & Florian Ederer & Bruno Ferman & Leonardo Bursztyn, 2013. "Understanding Peer Effects in Financial Decisions: Evidence from a Field Experiment," 2013 Meeting Papers 222, Society for Economic Dynamics.
  92. Esther Duflo & Emmanuel Saez, 2003. "The Role of Information and Social Interactions in Retirement Plan Decisions: Evidence from a Randomized Experiment," The Quarterly Journal of Economics, Oxford University Press, vol. 118(3), pages 815-842.
  93. Venti, Steven F & Wise, David A, 1998. "The Cause of Wealth Dispersion at Retirement: Choice or Chance?," American Economic Review, American Economic Association, vol. 88(2), pages 185-91, May.
  94. Hugo Benítez-Silva & Berna Demiralp & Zhen Liu, 2009. "Social Security Literacy and Retirement Well-Being," Working Papers wp210, University of Michigan, Michigan Retirement Research Center.
  95. Orazio P. Attanasio & Guglielmo Weber, 2010. "Consumption and Saving: Models of Intertemporal Allocation and Their Implications for Public Policy," Journal of Economic Literature, American Economic Association, vol. 48(3), pages 693-751, September.
  96. Joanne W. Hsu, 2011. "Aging and Strategic Learning: The Impact of Spousal Incentives on Financial Literacy," NFI Working Papers 2011-WP-06, Indiana State University, Scott College of Business, Networks Financial Institute.
  97. Angela Hung & Joanne Yoong & Elizabeth Brown, 2012. "Empowering Women Through Financial Awareness and Education," OECD Working Papers on Finance, Insurance and Private Pensions 14, OECD Publishing.
  98. George M Korniotis & Alok Kumar, 2011. "Do Older Investors Make Better Investment Decisions?," The Review of Economics and Statistics, MIT Press, vol. 93(1), pages 244-265, February.
  99. Lauren E. Willis, 2011. "The Financial Education Fallacy," American Economic Review, American Economic Association, vol. 101(3), pages 429-34, May.
  100. Mark Aguiar & Erik Hurst, 2005. "Consumption versus Expenditure," Journal of Political Economy, University of Chicago Press, vol. 113(5), pages 919-948, October.
  101. Shizuka Sekita, 2011. "Financial Literacy and Retirement Planning in Japan," CeRP Working Papers 108, Center for Research on Pensions and Welfare Policies, Turin (Italy).
  102. Robert L. Clark & Melinda Sandler Morrill & Steven G. Allen, 2012. "The Role Of Financial Literacy In Determining Retirement Plans," Economic Inquiry, Western Economic Association International, vol. 50(4), pages 851-866, October.
  103. Angela A. Hung & Andrew M. Parker & Joanne K. Yoong, 2009. "Defining and Measuring Financial Literacy," Working Papers 708, RAND Corporation Publications Department.
  104. Gopi Shah Goda & Colleen Flaherty Manchester & Aaron Sojourner, 2012. "What Will My Account Really Be Worth? An Experiment on Exponential Growth Bias and Retirement Saving," NBER Working Papers 17927, National Bureau of Economic Research, Inc.
  105. Joanne W. Hsu, 2011. "Aging and strategic learning: the impact of spousal incentives on financial literacy," Finance and Economics Discussion Series 2011-53, Board of Governors of the Federal Reserve System (U.S.).
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