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Using Preference Estimates to Customize Incentives: An Application to Polio Vaccination Drives in Pakistan

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  • Sprenger, Charles
  • Andreoni, James
  • Chaudhry, Zain
  • Khan, Muhammad Yasir
Abstract
We use structural estimates of time preferences to customize incentives for a sample of polio vaccinators during a series of door-to-door immunization drives in Pakistan. Our investigation proceeds in three stages. First, we measure time preferences using intertemporal allocations of vaccinations. Second, we derive the mapping between these structural estimates and individually optimal incentives given a specific policy objective. Third, we experimentally evaluate the effect of matching contract terms to individual discounting patterns in a subsequent experiment with the same vaccinators. This exercise provides a test of the specific point predictions given by structural estimates of time preference. We document present bias among vaccinators and find that tailored contracts achieve the intended policy objective of smoothing intertemporal allocations of effort. The benefits of customized incentives in terms of achieving the policy objective are largest for vaccinators allocating when present bias is relevant to the decision.

Suggested Citation

  • Sprenger, Charles & Andreoni, James & Chaudhry, Zain & Khan, Muhammad Yasir, 2016. "Using Preference Estimates to Customize Incentives: An Application to Polio Vaccination Drives in Pakistan," CEPR Discussion Papers 11137, C.E.P.R. Discussion Papers.
    • Handle: RePEc:cpr:ceprdp:11137
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    1. Shapiro, Matthew D., 1984. "The permanent income hypothesis and the real interest rate : Some evidence from panel data," Economics Letters, Elsevier, vol. 14(1), pages 93-100.
    2. 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.
    3. Zeldes, Stephen P, 1989. "Consumption and Liquidity Constraints: An Empirical Investigation," Journal of Political Economy, University of Chicago Press, vol. 97(2), pages 305-346, April.
    4. Dubois, Pierre, 2002. "Moral hazard, land fertility and sharecropping in a rural area of the Philippines," Journal of Development Economics, Elsevier, vol. 68(1), pages 35-64, June.
    5. Nazmul Chaudhury & Jeffrey Hammer & Michael Kremer & Karthik Muralidharan & F. Halsey Rogers, 2006. "Missing in Action: Teacher and Health Worker Absence in Developing Countries," Journal of Economic Perspectives, American Economic Association, vol. 20(1), pages 91-116, Winter.
    6. Haubrich, Joseph G, 1994. "Risk Aversion, Performance Pay, and the Principal-Agent Problem," Journal of Political Economy, University of Chicago Press, vol. 102(2), pages 258-276, April.
    7. Abhijit Banerjee & Esther Duflo, 2006. "Addressing Absence," Journal of Economic Perspectives, American Economic Association, vol. 20(1), pages 117-132, Winter.
    8. Robin Cubitt & Daniel Read, 2007. "Can intertemporal choice experiments elicit time preferences for consumption?," Experimental Economics, Springer;Economic Science Association, vol. 10(4), pages 369-389, December.
    9. Daniel A. Ackerberg & Maristella Botticini, 2002. "Endogenous Matching and the Empirical Determinants of Contract Form," Journal of Political Economy, University of Chicago Press, vol. 110(3), pages 564-591, June.
    10. Canice Prendergast, 1999. "The Provision of Incentives in Firms," Journal of Economic Literature, American Economic Association, vol. 37(1), pages 7-63, March.
    11. Esther Duflo & Rema Hanna & Stephen P. Ryan, 2012. "Incentives Work: Getting Teachers to Come to School," American Economic Review, American Economic Association, vol. 102(4), pages 1241-1278, June.
    12. Ernesto Dal Bó & Frederico Finan & Martín A. Rossi, 2013. "Strengthening State Capabilities: The Role of Financial Incentives in the Call to Public Service," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(3), pages 1169-1218.
    13. Charles Sprenger, 2015. "Judging Experimental Evidence on Dynamic Inconsistency," American Economic Review, American Economic Association, vol. 105(5), pages 280-285, May.
    14. Steffen Andersen & Glenn W. Harrison & Morten I. Lau & E. Elisabet Rutström, 2008. "Eliciting Risk and Time Preferences," Econometrica, Econometric Society, vol. 76(3), pages 583-618, May.
    15. Leandro S. Carvalho & Stephan Meier & Stephanie W. Wang, 2016. "Poverty and Economic Decision-Making: Evidence from Changes in Financial Resources at Payday," American Economic Review, American Economic Association, vol. 106(2), pages 260-284, February.
    16. David Laibson & Andrea Repetto & Jeremy Tobacman, 2005. "Estimating Discount Functions with Consumption Choices over the Lifecycle," Levine's Bibliography 784828000000000643, UCLA Department of Economics.
    17. 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.
    18. Parente Paulo M.D.C. & Santos Silva João M.C., 2016. "Quantile Regression with Clustered Data," Journal of Econometric Methods, De Gruyter, vol. 5(1), pages 1-15, January.
    19. Ashraf, Nava & Karlan, Dean & Yin, Wesley, 2010. "Female Empowerment: Impact of a Commitment Savings Product in the Philippines," World Development, Elsevier, vol. 38(3), pages 333-344, March.
    20. Read, Daniel & van Leeuwen, Barbara, 1998. "Predicting Hunger: The Effects of Appetite and Delay on Choice, , , ," Organizational Behavior and Human Decision Processes, Elsevier, vol. 76(2), pages 189-205, November.
    21. Jonathan P. Beauchamp & Daniel J. Benjamin & Christopher F. Chabris & David I. Laibson, 2015. "Controlling for the Compromise Effect Debiases Estimates of Risk Preference Parameters," NBER Working Papers 21792, National Bureau of Economic Research, Inc.
    22. Alessandro Tarozzi & Aprajit Mahajan, 2011. "Time Inconsistency, Expectations and Technology Adoption: The Case of Insecticide Treated Nets," Working Papers 11-14, Duke University, Department of Economics.
    23. Orazio P. Attanasio & Costas Meghir & Ana Santiago, 2012. "Education Choices in Mexico: Using a Structural Model and a Randomized Experiment to Evaluate PROGRESA," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(1), pages 37-66.
    24. Cagetti, Marco, 2003. "Wealth Accumulation over the Life Cycle and Precautionary Savings," Journal of Business & Economic Statistics, American Statistical Association, vol. 21(3), pages 339-353, July.
    25. Glenn W. Harrison & Morten I. Lau & Melonie B. Williams, 2002. "Estimating Individual Discount Rates in Denmark: A Field Experiment," American Economic Review, American Economic Association, vol. 92(5), pages 1606-1617, December.
    26. Frederico Finan & Benjamin A. Olken & Rohini Pande, 2015. "The Personnel Economics of the State," NBER Working Papers 21825, National Bureau of Economic Research, Inc.
    27. Edward P. Lazear, 2000. "Performance Pay and Productivity," American Economic Review, American Economic Association, vol. 90(5), pages 1346-1361, December.
    28. Tomomi Tanaka & Colin F. Camerer & Quang Nguyen, 2010. "Risk and Time Preferences: Linking Experimental and Household Survey Data from Vietnam," American Economic Review, American Economic Association, vol. 100(1), pages 557-571, March.
    29. 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.
    30. Daron Acemoglu, 2010. "Theory, General Equilibrium, and Political Economy in Development Economics," Journal of Economic Perspectives, American Economic Association, vol. 24(3), pages 17-32, Summer.
    31. Saul Pleeter & John T. Warner, 2001. "The Personal Discount Rate: Evidence from Military Downsizing Programs," American Economic Review, American Economic Association, vol. 91(1), pages 33-53, March.
    32. Jensen, Michael C & Murphy, Kevin J, 1990. "Performance Pay and Top-Management Incentives," Journal of Political Economy, University of Chicago Press, vol. 98(2), pages 225-264, April.
    33. Miriam Bruhn & David McKenzie, 2009. "In Pursuit of Balance: Randomization in Practice in Development Field Experiments," American Economic Journal: Applied Economics, American Economic Association, vol. 1(4), pages 200-232, October.
    34. Meier, Stephan & Sprenger, Charles D., 2013. "Discounting financial literacy: Time preferences and participation in financial education programs," Journal of Economic Behavior & Organization, Elsevier, vol. 95(C), pages 159-174.
    35. Miller, Grant & Luo, Renfu & Zhang, Linxiu & Sylvia, Sean & Shi, Yaojiang & Foo, Patricia & Zhao, Qiran & Martorell, Reynaldo & Medina, Alexis & Rozelle, Scott, 2012. "Effectiveness of provider incentives for anaemia reduction in rural China: a cluster randomised trial," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 345, pages 1-10.
    36. Charles Bellemare & Bruce Shearer, 2013. "Multidimensional heterogeneity and the economic importance of risk and matching: evidence from contractual data and field experiments," RAND Journal of Economics, RAND Corporation, vol. 44(2), pages 361-389, June.
    37. Jerry A. Hausman, 1979. "Individual Discount Rates and the Purchase and Utilization of Energy-Using Durables," Bell Journal of Economics, The RAND Corporation, vol. 10(1), pages 33-54, Spring.
    38. Shane Frederick & George Loewenstein & Ted O'Donoghue, 2002. "Time Discounting and Time Preference: A Critical Review," Journal of Economic Literature, American Economic Association, vol. 40(2), pages 351-401, June.
    39. Shapiro, Jesse M., 2005. "Is there a daily discount rate? Evidence from the food stamp nutrition cycle," Journal of Public Economics, Elsevier, vol. 89(2-3), pages 303-325, February.
    40. Karthik Muralidharan & Venkatesh Sundararaman, 2011. "Teacher Performance Pay: Experimental Evidence from India," Journal of Political Economy, University of Chicago Press, vol. 119(1), pages 39-77.
    41. Harry J. Paarsch & Bruce S. Shearer, 1999. "The Response of Worker Effort to Piece Rates: Evidence from the British Columbia Tree-Planting Industry," Journal of Human Resources, University of Wisconsin Press, vol. 34(4), pages 643-667.
    42. Abhijit V. Banerjee & Esther Duflo & Rachel Glennerster, 2008. "Putting a Band-Aid on a Corpse: Incentives for Nurses in the Indian Public Health Care System," Journal of the European Economic Association, MIT Press, vol. 6(2-3), pages 487-500, 04-05.
    43. Lawrance, Emily C, 1991. "Poverty and the Rate of Time Preference: Evidence from Panel Data," Journal of Political Economy, University of Chicago Press, vol. 99(1), pages 54-77, February.
    44. Bruce Shearer, 2004. "Piece Rates, Fixed Wages and Incentives: Evidence from a Field Experiment," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 71(2), pages 513-534.
    45. Maribeth Coller & Melonie Williams, 1999. "Eliciting Individual Discount Rates," Experimental Economics, Springer;Economic Science Association, vol. 2(2), pages 107-127, December.
    46. Benjamin A. Olken & Junko Onishi & Susan Wong, 2014. "Should Aid Reward Performance? Evidence from a Field Experiment on Health and Education in Indonesia," American Economic Journal: Applied Economics, American Economic Association, vol. 6(4), pages 1-34, October.
    47. Sally Sadoff & Anya Samek & Charles Sprenger, 2015. "Dynamic Inconsistency in Food Choice: Experimental Evidence from a Food Desert," Natural Field Experiments 00417, The Field Experiments Website.
    48. 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.
    49. Paul A. Samuelson, 1937. "A Note on Measurement of Utility," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 4(2), pages 155-161.
    50. Abhijit Banerjee & Sylvain Chassang & Erik Snowberg, 2016. "Decision Theoretic Approaches to Experiment Design and External Validity," NBER Working Papers 22167, National Bureau of Economic Research, Inc.
    51. Supreet Kaur & Michael Kremer & Sendhil Mullainathan, 2010. "Self-Control and the Development of Work Arrangements," American Economic Review, American Economic Association, vol. 100(2), pages 624-628, May.
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    JEL classification:

    • D10 - Microeconomics - - Household Behavior - - - General
    • D30 - Microeconomics - - Distribution - - - General
    • D90 - Microeconomics - - Micro-Based Behavioral Economics - - - General

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