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What's Psychology Worth? A Field Experiment in the Consumer Credit Market

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Author Info
Marianne Bertrand
Dean Karlin
Sendhil Mullainathan
Eldar Shafir
Jonathan Zinman

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Abstract

Numerous laboratory studies find that minor nuances of presentation and description change behavior in ways that are inconsistent with standard economic models. How much do these context effect matter in natural settings, when consumers make large, real decisions and have the opportunity to learn from experience? We report on a field experiment designed to address this question. A South African lender sent letters offering incumbent clients large, short-term loans at randomly chosen interest rates. The letters also contained independently randomized psychological "features" that were motivated by specific types of frames and cues shown to be powerful in the lab, but which, from a normative perspective, ought to have no impact. Consistent with standard economics, the interest rate significantly affected loan take-up. Inconsistent with standard economics, some of the psychological features also significantly affected take-up. The average effect of a psychological manipulation was equivalent to a one half percentage point change in the monthly interest rate. Interestingly, the psychological features appear to have greater impact in the context of less advantageous offers and persist across different income and education levels. In short, even in a market setting with large stakes and experienced customers, subtle psychological features appear to be powerful drivers of behavior. The findings pose a challenge for the social sciences: they suggest that psychological nuance matters but may be inherently difficult to predict given the impact of context. Successful incorporation of psychological features into field studies is likely to prove a vital, but nontrivial, addition to the formation of more general theories on when, why, and how frames and cues influence important decisions.

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Paper provided by National Bureau of Economic Research, Inc in its series NBER Working Papers with number 11892.

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Date of creation: Dec 2005
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Handle: RePEc:nbr:nberwo:11892

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Find related papers by JEL classification:
D1 - Microeconomics - - Household Behavior
C93 - Mathematical and Quantitative Methods - - Design of Experiments - - - Field Experiments
D12 - Microeconomics - - Household Behavior - - - Consumer Economics: Empirical Analysis
D14 - Microeconomics - - Household Behavior - - - Personal Finance
D21 - Microeconomics - - Production and Organizations - - - Firm Behavior
D81 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Criteria for Decision-Making under Risk and Uncertainty

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References listed on IDEAS
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Cited by:
(explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.)

  1. Maria Salgano, 2006. "Choosing to Have Less Choice," Working Papers 2006.37, Fondazione Eni Enrico Mattei. [Downloadable!]
  2. Jim Engle-Warnick & Javier Escobal & Sonia Laszlo, 2006. "The Effect Of An Additional Alternative On Measured Risk Preferences In A Laboratory Experiment In Peru," Departmental Working Papers 2006-10, McGill University, Department of Economics. [Downloadable!]
    Other versions:
  3. 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. [Downloadable!] (restricted)
  4. Dean Karlan & Jonathan Zinman, 2005. "Elasticities of Demand for Consumer Credit," Working Papers 926, Economic Growth Center, Yale University. [Downloadable!]
  5. 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. [Downloadable!] (restricted)
    Other versions:
  6. Saez, Emmanuel, 2007. "Details Matter: The Impact of Presentation and Information on the Take-up of Financial Incentives for Retirement Saving," CEPR Discussion Papers 6386, C.E.P.R. Discussion Papers. [Downloadable!] (restricted)
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