Advanced Search
MyIDEAS: Login

So you want to run an experiment, now what? Some Simple Rules of Thumb for Optimal Experimental Design

Contents:

Author Info

  • John A. List
  • Sally Sadoff
  • Mathis Wagner

Abstract

Experimental economics represents a strong growth industry. In the past several decades the method has expanded beyond intellectual curiosity, now meriting consideration alongside the other more traditional empirical approaches used in economics. Accompanying this growth is an influx of new experimenters who are in need of straightforward direction to make their designs more powerful. This study provides several simple rules of thumb that researchers can apply to improve the efficiency of their experimental designs. We buttress these points by including empirical examples from the literature.

Download Info

If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.
File URL: http://www.nber.org/papers/w15701.pdf
Download Restriction: no

Bibliographic Info

Paper provided by National Bureau of Economic Research, Inc in its series NBER Working Papers with number 15701.

as in new window
Length:
Date of creation: Jan 2010
Date of revision:
Publication status: published as John List & Sally Sadoff & Mathis Wagner, 2011. "So you want to run an experiment, now what? Some simple rules of thumb for optimal experimental design," Experimental Economics, Springer, vol. 14(4), pages 439-457, November.
Handle: RePEc:nbr:nberwo:15701

Note: EEE LS PE
Contact details of provider:
Postal: National Bureau of Economic Research, 1050 Massachusetts Avenue Cambridge, MA 02138, U.S.A.
Phone: 617-868-3900
Email:
Web page: http://www.nber.org
More information through EDIRC

Related research

Keywords:

Other versions of this item:

Find related papers by JEL classification:

This paper has been announced in the following NEP Reports:

References

References listed on IDEAS
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.:
as in new window
  1. 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.
  2. Hahn, Jinyong & Hirano, Keisuke & Karlan, Dean, 2009. "Adaptive Experimental Design Using the Propensity Score," Working Papers 59, Yale University, Department of Economics.
  3. 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.
  4. repec:feb:artefa:0090 is not listed on IDEAS
  5. Lenth R. V., 2001. "Some Practical Guidelines for Effective Sample Size Determination," The American Statistician, American Statistical Association, vol. 55, pages 187-193, August.
  6. 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.
  7. Glenn Harrison & John List, 2004. "Field experiments," Artefactual Field Experiments 00058, The Field Experiments Website.
  8. John A. List, 2007. "Field Experiments: A Bridge Between Lab and Naturally-Occurring Data," NBER Working Papers 12992, National Bureau of Economic Research, Inc.
  9. Karlan, Dean & List, John, 2006. "Does Price Matter in Charitable Giving? Evidence from a Large-Scale Natural Field Experiment," Working Papers 13, Yale University, Department of Economics.
  10. Blundell, Richard & Costa Dias, Monica, 2008. "Alternative Approaches to Evaluation in Empirical Microeconomics," IZA Discussion Papers 3800, Institute for the Study of Labor (IZA).
  11. Camerer, Colin F & Hogarth, Robin M, 1999. "The Effects of Financial Incentives in Experiments: A Review and Capital-Labor-Production Framework," Journal of Risk and Uncertainty, Springer, vol. 19(1-3), pages 7-42, December.
  12. El-Gamal, Mahmoud A & Palfrey, Thomas R, 1996. "Economical Experiments: Bayesian Efficient Experimental Design," International Journal of Game Theory, Springer, vol. 25(4), pages 495-517.
  13. Harrison, Glenn W. & Lau, Morten I. & Elisabet Rutström, E., 2009. "Risk attitudes, randomization to treatment, and self-selection into experiments," Journal of Economic Behavior & Organization, Elsevier, vol. 70(3), pages 498-507, June.
  14. Rutström, E. Elisabet & Wilcox, Nathaniel T., 2009. "Stated beliefs versus inferred beliefs: A methodological inquiry and experimental test," Games and Economic Behavior, Elsevier, vol. 67(2), pages 616-632, November.
Full references (including those not matched with items on IDEAS)

Citations

Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
as in new window

Cited by:
  1. Bellemare, Marc F., 2010. "As You Sow, So Shall You Reap: The Welfare Impacts of Contract Farming," MPRA Paper 23638, University Library of Munich, Germany.
  2. Sule Alan & Ruxandra Dumitrescu & Gyongyi Loranth, 2011. "Subprime Consumer Credit Demand: Evidence from a Lender?sPricing Experiment," BCL working papers 60, Central Bank of Luxembourg.
  3. Bandiera, Oriana & Barankay, Iwan & Rasul, Imran, 2011. "Field Experiments with Firms," IZA Discussion Papers 5723, Institute for the Study of Labor (IZA).
  4. Cason, Timothy N. & Gangadharan, Lata, 2013. "Empowering neighbors versus imposing regulations: An experimental analysis of pollution reduction schemes," Journal of Environmental Economics and Management, Elsevier, vol. 65(3), pages 469-484.
  5. Johannes Ledolter, 2013. "Economic Field Experiments: Comments on Design Efficiency, Sample Size and Statistical Power," Journal of Economics and Management, College of Business, Feng Chia University, Taiwan, vol. 9(2), pages 271-290, July.
  6. Omar Al-Ubaydli & John A. List, 2013. "On the Generalizability of Experimental Results in Economics: With A Response To Camerer," NBER Working Papers 19666, National Bureau of Economic Research, Inc.
  7. Goeschl, Timo & Jarke, Johannes, 2013. "Non-Strategic Punishment when Monitoring is Costly: Experimental Evidence on Differences between Second and Third Party Behavior," Working Papers 0545, University of Heidelberg, Department of Economics.
  8. Omar Al-Ubaydli & John A. List, 2013. "On the Generalizability of Experimental Results in Economics: With a Response to Commentors," CESifo Working Paper Series 4543, CESifo Group Munich.

Lists

This item is not listed on Wikipedia, on a reading list or among the top items on IDEAS.

Statistics

Access and download statistics

Corrections

When requesting a correction, please mention this item's handle: RePEc:nbr:nberwo:15701. See general information about how to correct material in RePEc.

For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: ().

If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

If references are entirely missing, you can add them using this form.

If the full references list an item that is present in RePEc, but the system did not link to it, you can help with this form.

If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your profile, as there may be some citations waiting for confirmation.

Please note that corrections may take a couple of weeks to filter through the various RePEc services.