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Field Experiments in Economics: The Past, The Present, and The Future

  • Steven D. Levitt
  • John A. List

This study presents an overview of modern field experiments and their usage in economics. Our discussion focuses on three distinct periods of field experimentation that have influenced the economics literature. The first might well be thought of as the dawn of "field" experimentation: the work of Neyman and Fisher, who laid the experimental foundation in the 1920s and 1930s by conceptualizing randomization as an instrument to achieve identification via experimentation with agricultural plots. The second, the large-scale social experiments conducted by government agencies in the mid-twentieth century, moved the exploration from plots of land to groups of individuals. More recently, the nature and range of field experiments has expanded, with a diverse set of controlled experiments being completed outside of the typical laboratory environment. With this growth, the number and types of questions that can be explored using field experiments has grown tremendously. After discussing these three distinct phases, we speculate on the future of field experimental methods, a future that we envision including a strong collaborative effort with outside parties, most importantly private entities.

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Paper provided by National Bureau of Economic Research, Inc in its series NBER Working Papers with number 14356.

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Date of creation: Sep 2008
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Publication status: published as Levitt, Steven D. & List, John A., 2009. "Field experiments in economics: The past, the present, and the future," European Economic Review, Elsevier, vol. 53(1), pages 1-18, January.
Handle: RePEc:nbr:nberwo:14356
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  1. Meghir, Costas & Palme, Mårten, 1999. "Assessing the Effect of Schooling on Earnings Using a Social Experiment," SSE/EFI Working Paper Series in Economics and Finance 313, Stockholm School of Economics.
  2. John A. List & David Lucking-Reiley, 2000. "The Effects of Seed Money and Refunds on Charitable Giving: Experimental Evidence from a University Capital Campaign," Vanderbilt University Department of Economics Working Papers 0008, Vanderbilt University Department of Economics.
  3. Colin F. Camerer, 1998. "Can Asset Markets Be Manipulated? A Field Experiment with Racetrack Betting," Journal of Political Economy, University of Chicago Press, vol. 106(3), pages 457-482, June.
  4. Meyer, Bruce D, 1995. "Natural and Quasi-experiments in Economics," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(2), pages 151-61, April.
  5. List, John A, 2003. "Using Random nth Price Auctions to Value Non-market Goods and Services," Journal of Regulatory Economics, Springer, vol. 23(2), pages 193-205, March.
  6. Joshua Angrist & Alan B. Krueger, 2001. "Instrumental Variables and the Search for Identification: From Supply and Demand to Natural Experiments," NBER Working Papers 8456, National Bureau of Economic Research, Inc.
  7. Bruno S. Frey & Stephan Meier, 2004. "Social Comparisons and Pro-social Behavior: Testing "Conditional Cooperation" in a Field Experiment," American Economic Review, American Economic Association, vol. 94(5), pages 1717-1722, December.
  8. Karlan, Dean S. & Zinman, Jonathan, 2007. "Expanding Credit Access: Using Randomized Supply Decisions to Estimate the Impacts," CEPR Discussion Papers 6407, C.E.P.R. Discussion Papers.
  9. Glenn Harrison & John List, 2004. "Field experiments," Artefactual Field Experiments 00058, The Field Experiments Website.
  10. James J. Heckman & Vytlacil, Edward J., 2007. "Econometric Evaluation of Social Programs, Part I: Causal Models, Structural Models and Econometric Policy Evaluation," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 6, chapter 70 Elsevier.
  11. Armin Falk, 2007. "Gift Exchange in the Field," Econometrica, Econometric Society, vol. 75(5), pages 1501-1511, 09.
  12. Anne Rozan & Anne Stenger & Marc Willinger, 2004. "Willingness-to-pay for food safety: An experimental investigation of quality certification on bidding behaviour," Framed Field Experiments 00197, The Field Experiments Website.
  13. John A. List, 2004. "Neoclassical Theory Versus Prospect Theory: Evidence from the Marketplace," Econometrica, Econometric Society, vol. 72(2), pages 615-625, 03.
  14. Gine, Xavier & Jakiela, Pamela & Karlan, Dean & Morduch, Jonathan, 2006. "Microfinance games," Policy Research Working Paper Series 3959, The World Bank.
  15. Jeffrey MacKie-Mason & Xin Li & Yan Chen, 2006. "Online fund-raising mechanisms: A field experiment," Natural Field Experiments 00225, The Field Experiments Website.
  16. Carpenter Jeffrey P & Seki Erika, 2005. "Competitive Work Environments and Social Preferences: Field Experimental Evidence from a Japanese Fishing Community," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 5(2), pages 1-25, December.
  17. Hossain Tanjim & Morgan John, 2006. "...Plus Shipping and Handling: Revenue (Non) Equivalence in Field Experiments on eBay," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 5(2), pages 1-30, January.
  18. Carpenter, Jeffrey P. & Daniere, Amrita G. & Takahashi, Lois M., 2004. "Cooperation, trust, and social capital in Southeast Asian urban slums," Journal of Economic Behavior & Organization, Elsevier, vol. 55(4), pages 533-551, December.
  19. Nava Ashraf & James Berry & Jesse M. Shapiro, 2010. "Can Higher Prices Stimulate Product Use? Evidence from a Field Experiment in Zambia," American Economic Review, American Economic Association, vol. 100(5), pages 2383-2413, December.
  20. Abigail Barr & Pieter Serneels, 2004. "Wages and Reciprocity in the Workplace," Development and Comp Systems 0409064, EconWPA.
  21. Bohm, Peter, 1972. "Estimating demand for public goods: An experiment," European Economic Review, Elsevier, vol. 3(2), pages 111-130.
  22. Ackerberg, Daniel & Lanier Benkard, C. & Berry, Steven & Pakes, Ariel, 2007. "Econometric Tools for Analyzing Market Outcomes," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 6, chapter 63 Elsevier.
  23. Dean Karlan & Jonathan Zinman, 2009. "Observing Unobservables: Identifying Information Asymmetries With a Consumer Credit Field Experiment," Econometrica, Econometric Society, vol. 77(6), pages 1993-2008, November.
  24. Uri Gneezy & Aldo Rustichini, 2000. "Pay Enough or Don't Pay at All," The Quarterly Journal of Economics, Oxford University Press, vol. 115(3), pages 791-810.
  25. Richard Blundell & Mónica Costa Dias, 2008. "Alternative Approaches to Evaluation in Empirical Microeconomics," CEF.UP Working Papers 0805, Universidade do Porto, Faculdade de Economia do Porto.
  26. Bandiera Oriana & Barankay Iwan & Rasul Imran, 2006. "The Evolution of Cooperative Norms: Evidence from a Natural Field Experiment," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 5(2), pages 1-28, March.
  27. Dirk Engelmann & Veronika Grimm, 2006. "Bidding Behavior in Multi-Unit Auctions - An Experimental Investigation," Working Paper Series in Economics 24, University of Cologne, Department of Economics.
  28. Esther Duflo & Michael Kremer & Pascaline Dupas & Samuel Sinei, 2006. "Education and hiv/aids prevention: Evidence from a randomized evaluation in western kenya," Framed Field Experiments 00143, The Field Experiments Website.
  29. Eric Anderson & Duncan Simester, 2003. "Effects of $9 Price Endings on Retail Sales: Evidence from Field Experiments," Quantitative Marketing and Economics, Springer, vol. 1(1), pages 93-110, March.
  30. Dean Karlan & John List, 2006. "Does price matter in charitable giving? Evidence from a large-scale natural field experiment," Natural Field Experiments 00279, The Field Experiments Website.
  31. Alevy, Jonathan E. & Haigh, Michael S. & List, John A., 2003. "Information Cascades: Evidence From A Field Experiment With Financial Market Professionals," Working Papers 28608, University of Maryland, Department of Agricultural and Resource Economics.
  32. Dean Karlan & Xavier Giné, 2007. "Group Versus Individual Liability: A Field Experiment in the Philippines," Working Papers 111, Center for Global Development.
  33. 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.
  34. John List & Steven Levitt, 2007. "Viewpoint: On the generalizability of lab behaviour to the field," Artefactual Field Experiments 00001, The Field Experiments Website.
  35. Peter Bohm, 1984. "Revealing demand for an actual public good," Framed Field Experiments 00129, The Field Experiments Website.
  36. John A. List & Michael K. Price, 2005. "Conspiraces and Secret Price Discounts in the Marketplace: Evidence from Field Experiments," RAND Journal of Economics, The RAND Corporation, vol. 36(3), pages 700-717, Autumn.
  37. repec:feb:artefa:0090 is not listed on IDEAS
  38. Michael Kremer & Edward Miguel & Rebecca Thornton, 2004. "Incentives to Learn," NBER Working Papers 10971, National Bureau of Economic Research, Inc.
  39. Ferber,Robert & Hirsch,Werner Z., 1982. "Social Experimentation and Economic Policy," Cambridge Books, Cambridge University Press, number 9780521285070, November.
  40. Marianne Bertrand & Sendhil Mullainathan & Dean Karlan & Eldar Shafir & Jonathan Zinman, 2009. "What's Advertising Content Worth? Evidence from a Consumer Credit Marketing Field Experiment," Working Papers 968, Economic Growth Center, Yale University.
  41. John Liechty & Min Ding & Rajdeep Grewal, 2005. "Incentive-aligned conjoint analysis," Framed Field Experiments 00139, The Field Experiments Website.
  42. Karlan, Dean S. & Zinman, Jonathan, 2007. "Credit Elasticities in Less-Developed Economies: Implications for Microfinance," CEPR Discussion Papers 6071, C.E.P.R. Discussion Papers.
  43. Fridtjof Thomas & Gunnar Lindberg & Jan-Eric Nilsson & Lars Hultkrantz, 2005. "Pay-as-you-speed: Two field experiments on controlling adverse selection and moral hazard in traffic insurance," Framed Field Experiments 00170, The Field Experiments Website.
  44. repec:feb:artefa:0106 is not listed on IDEAS
  45. Juan-Camilo Cardenas, 2004. "Norms from outside and from inside: An experimental analysis on the governance of local ecosystems," Artefactual Field Experiments 00025, The Field Experiments Website.
  46. Richard Engelbrecht-Wiggans & John A. List & David H. Reiley, 2006. "Demand Reduction In Multi-Unit Auctions With Varying Numbers Of Bidders: Theory And Evidence From A Field Experiment ," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 47(1), pages 203-231, 02.
  47. Dean Karlan & Eldar Shafir & Jonathan Zinman & Marianne Bertrand & Sendhil Mullainathan, 2006. "What's psychology worth? A field experiment in the consumer credit market," Natural Field Experiments 00217, The Field Experiments Website.
  48. repec:fth:prinin:396 is not listed on IDEAS
  49. John List & Craig Gallet, 2001. "What Experimental Protocol Influence Disparities Between Actual and Hypothetical Stated Values?," Environmental & Resource Economics, European Association of Environmental and Resource Economists, vol. 20(3), pages 241-254, November.
  50. Catherine Eckel, 2005. "Subsidizing Charitable Contributions: A Field Test Comparing Matching and Rebate Subsidies," Working Papers 2098, The Field Experiments Website.
  51. Ginger Zhe Jin & Andrew Kato & John A. List, 2006. "That's News to Me! Information Revelation in Professional Certification Markets," NBER Working Papers 12390, National Bureau of Economic Research, Inc.
  52. Abigail Barr & Pieter Serneels, 2009. "Reciprocity in the workplace," Experimental Economics, Springer, vol. 12(1), pages 99-112, March.
  53. Eric Bettinger & Joshua Angrist & Michael Kremer, 2004. "Long-term consequences of secondary school vouchers: Evidence from administrative records in colombia," Natural Field Experiments 00204, The Field Experiments Website.
  54. Manski, C.F., 1995. "Learning About Social Programs from Experiments with Random Assignment of Treatments," Working papers 9505, Wisconsin Madison - Social Systems.
  55. Craig Landry & Andreas Lange & John A. List & Michael K. Price & Nicholas G. Rupp, 2005. "Toward an Understanding of the Economics of Charity: Evidence from a Field Experiment," NBER Working Papers 11611, National Bureau of Economic Research, Inc.
  56. David Lucking-Reiley & John A. List, 2000. "Demand Reduction in Multiunit Auctions: Evidence from a Sportscard Field Experiment," American Economic Review, American Economic Association, vol. 90(4), pages 961-972, September.
  57. Ernst Fehr & Lorenz G�tte, 2005. "Do Workers Work More if Wages are High? Evidence from a Randomized Field Experiment," IEW - Working Papers 125, Institute for Empirical Research in Economics - University of Zurich.
  58. John List, 2004. "Young, selfish, and male: Field evidence of social preferences," Natural Field Experiments 00298, The Field Experiments Website.
  59. Matthias Benz & Stephan Meier, 2008. "Do people behave in experiments as in the field?—evidence from donations," Experimental Economics, Springer, vol. 11(3), pages 268-281, September.
  60. Ernst Fehr & Joseph Henrich & Robert Boyd, 2003. "In Search of Homo Economicus: Behavioral Experiments in 15 Small- Scale Societies," Microeconomics 0305009, EconWPA.
  61. Imran Rasul & Iwan Barankay & Orana Bandiera, 2005. "Social preferences and the response to incentives: Evidence from personnel data," Natural Field Experiments 00212, The Field Experiments Website.
  62. Bohm, Peter, 1984. "Revealing demand for an actual public good," Journal of Public Economics, Elsevier, vol. 24(2), pages 135-151, July.
  63. repec:feb:artefa:0102 is not listed on IDEAS
  64. Henry S. Farber, 2005. "Is Tomorrow Another Day? The Labor Supply of New York City Cabdrivers," Journal of Political Economy, University of Chicago Press, vol. 113(1), pages 46-82, February.
  65. John List, 2004. "The nature and extent of discrimination in the marketplace: Evidence from the field," Natural Field Experiments 00299, The Field Experiments Website.
  66. John List, 2006. "Field experiments: A bridge between lab and naturally occurring data," Artefactual Field Experiments 00083, The Field Experiments Website.
  67. Edward P. Lazear, 1999. "Personnel Economics: Past Lessons and Future Directions," NBER Working Papers 6957, National Bureau of Economic Research, Inc.
  68. Heckman, J.J. & Hotz, V.J., 1988. "Choosing Among Alternative Nonexperimental Methods For Estimating The Impact Of Social Programs: The Case Of Manpower Training," University of Chicago - Economics Research Center 88-12, Chicago - Economics Research Center.
  69. Jason Shogren & John List, 1998. "Calibration of the difference between actual and hypothetical valuations in a field experiment," Natural Field Experiments 00296, The Field Experiments Website.
  70. David Greenberg & Mark Shroder & Matthew Onstott, 1999. "The Social Experiment Market," Journal of Economic Perspectives, American Economic Association, vol. 13(3), pages 157-172, Summer.
  71. T. Paul Schultz, 2001. "School Subsidies for the Poor: Evaluating the Mexican Progresa Poverty Program," Working Papers 834, Economic Growth Center, Yale University.
  72. Uri Gneezy & John A List, 2006. "Putting Behavioral Economics to Work: Testing for Gift Exchange in Labor Markets Using Field Experiments," Econometrica, Econometric Society, vol. 74(5), pages 1365-1384, 09.
  73. Abhijit V. Banerjee & Shawn Cole & Esther Duflo & Leigh Linden, 2007. "Remedying Education: Evidence from Two Randomized Experiments in India," The Quarterly Journal of Economics, Oxford University Press, vol. 122(3), pages 1235-1264.
  74. Lawrence F. Katz & Jeffrey R. Kling & Jeffrey B. Liebman, 2000. "Moving to Opportunity in Boston: Early Results of a Randomized Mobility Experiment," NBER Working Papers 7973, National Bureau of Economic Research, Inc.
  75. Judith Rich & Peter Riach, 2002. "Field experiments of discrimination in the market place," Natural Field Experiments 00328, The Field Experiments Website.
  76. John List, 2004. "Testing neoclassical competitive theory in multi-lateral decentralized markets," Framed Field Experiments 00176, The Field Experiments Website.
  77. Andrew Kato & Ginger Jin, 2004. "Dividing online and offline: A case study," Natural Field Experiments 00276, The Field Experiments Website.
  78. Joseph Henrich & Robert Boyd & Samuel Bowles & Colin Camerer & Ernst Fehr & Herbert Gintis & Richard McElreath & Michael Alvard & Abigail Barr & Jean Ensminger & Kim Hill & Francisco Gil-White & Micha, 2001. "Economic Man in Cross-Cultural Perspective: Behavioral Experiments in Fifteen Small-Scale Societies," Working Papers 01-11-063, Santa Fe Institute.
  79. Clifford Zinnes & Omar Azfar, 2006. "Which incentives work? An experimental analysis of incentives for trainers," Natural Field Experiments 00209, The Field Experiments Website.
  80. Kenneth I. Wolpin & Mark R. Rosenzweig, 2000. "Natural "Natural Experiments" in Economics," Journal of Economic Literature, American Economic Association, vol. 38(4), pages 827-874, December.
  81. Jerry A. Hausman & David A. Wise, 1985. "Introduction to "Social Experimentation"," NBER Chapters, in: Social Experimentation, pages 1-10 National Bureau of Economic Research, Inc.
  82. John A. List, 2001. "Do Explicit Warnings Eliminate the Hypothetical Bias in Elicitation Procedures? Evidence from Field Auctions for Sportscards," American Economic Review, American Economic Association, vol. 91(5), pages 1498-1507, December.
  83. Elisabet Rutstrom & Glenn Harrison & Morten Lau, 2005. "Risk attitudes, randomization to treatment, and self-selection into experiments," Artefactual Field Experiments 00061, The Field Experiments Website.
  84. Colin Camerer & Linda Babcock & George Loewenstein & Richard Thaler, 1997. "Labor Supply of New York City Cabdrivers: One Day at a Time," The Quarterly Journal of Economics, Oxford University Press, vol. 112(2), pages 407-441.
  85. David Lucking-Reiley, 1999. "Using field experiments to test equivalence between auction formats: Magic on the internet," Framed Field Experiments 00183, The Field Experiments Website.
  86. Steven D. Levitt & John A. List, 2007. "What Do Laboratory Experiments Measuring Social Preferences Reveal About the Real World?," Journal of Economic Perspectives, American Economic Association, vol. 21(2), pages 153-174, Spring.
  87. Rachel Croson & Jen Shang, 2008. "The impact of downward social information on contribution decisions," Experimental Economics, Springer, vol. 11(3), pages 221-233, September.
  88. Jonathan E. Alevy & Michael S. Haigh & John List, 2006. "Information Cascades: Evidence from An Experiment with Financial Market Professionals," NBER Working Papers 12767, National Bureau of Economic Research, Inc.
  89. John A. List, 2002. "Preference Reversals of a Different Kind: The "More Is Less" Phenomenon," American Economic Review, American Economic Association, vol. 92(5), pages 1636-1643, December.
  90. Julie Berry Cullen & Brian A Jacob & Steven Levitt, 2006. "The Effect of School Choice on Participants: Evidence from Randomized Lotteries," Econometrica, Econometric Society, vol. 74(5), pages 1191-1230, 09.
  91. Juan-Camilo Cardenas, 2002. "Real wealth and experimental cooperation: Evidence from field experiments," Artefactual Field Experiments 00019, The Field Experiments Website.
  92. James J. Heckman & Vytlacil, Edward J., 2007. "Econometric Evaluation of Social Programs, Part II: Using the Marginal Treatment Effect to Organize Alternative Econometric Estimators to Evaluate Social Programs, and to Forecast their Effects in New," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 6, chapter 71 Elsevier.
  93. repec:feb:framed:0081 is not listed on IDEAS
  94. Duflo, Esther & Dupas, Pascaline & Kremer, Michael & Sinei, Samuel, 2006. "Education and HIV/AIDS prevention : evidence from a randomized evaluation in Western Kenya," Policy Research Working Paper Series 4024, The World Bank.
  95. Dean S. Karlan & Jonathan Zinman, 2005. "Observing Unobservables: Identifying Information Asymmetries with a Consumer Credit Field Experiment," Working Papers 911, Economic Growth Center, Yale University.
  96. Hausman, Jerry A & Wise, David A, 1979. "Attrition Bias in Experimental and Panel Data: The Gary Income Maintenance Experiment," Econometrica, Econometric Society, vol. 47(2), pages 455-73, March.
  97. Peter Bohm, 1972. "Estimating the demand for public goods: An experiment," Framed Field Experiments 00126, The Field Experiments Website.
  98. Stephen T. Ziliak, 2008. "Retrospectives: Guinnessometrics: The Economic Foundation of "Student's" t," Journal of Economic Perspectives, American Economic Association, vol. 22(4), pages 199-216, Fall.
  99. John List, 2008. "Informed consent in social science," Artefactual Field Experiments 00086, The Field Experiments Website.
  100. Jerry A. Hausman & David A. Wise, 1985. "Social Experimentation," NBER Books, National Bureau of Economic Research, Inc, number haus85-1.
  101. Jayson Lusk & John Fox, 2003. "Value elicitation in laboratory and retail environments," Framed Field Experiments 00185, The Field Experiments Website.
  102. John List, 2002. "Testing neoclassical competitive market theory in the field," Artefactual Field Experiments 00082, The Field Experiments Website.
  103. Abbring, Jaap H. & Heckman, James J., 2007. "Econometric Evaluation of Social Programs, Part III: Distributional Treatment Effects, Dynamic Treatment Effects, Dynamic Discrete Choice, and General Equilibrium Policy Evaluation," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 6, chapter 72 Elsevier.
  104. James J. Heckman & Jeffrey A. Smith, 1995. "Assessing the Case for Social Experiments," Journal of Economic Perspectives, American Economic Association, vol. 9(2), pages 85-110, Spring.
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