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Conducting Interactive Experiments Online

Author

Listed:
  • Arechar, Antonio A.

    (Yale University)

  • Gächter, Simon

    (University of Nottingham)

  • Molleman, Lucas

    (Max Planck Institute for Human Development)

Abstract

Online labor markets provide new opportunities for behavioral research, but conducting economic experiments online raises important methodological challenges. This particularly holds for interactive designs. In this paper, we provide a methodological discussion of the similarities and differences between interactive experiments conducted in the laboratory and online. To this end, we conduct a repeated public goods experiment with and without punishment using samples from the laboratory and the online platform Amazon Mechanical Turk. We chose to replicate this experiment because it is long and logistically complex. It therefore provides a good case study for discussing the methodological and practical challenges of online interactive experimentation. We find that basic behavioral patterns of cooperation and punishment in the laboratory are replicable online. The most important challenge of online interactive experiments is participant dropout. We discuss measures for reducing dropout and show that, for our case study, dropouts are exogenous to the experiment. We conclude that data quality for interactive experiments via the Internet is adequate and reliable, making online interactive experimentation a valuable complement to laboratory studies.

Suggested Citation

  • Arechar, Antonio A. & Gächter, Simon & Molleman, Lucas, 2017. "Conducting Interactive Experiments Online," IZA Discussion Papers 10517, Institute of Labor Economics (IZA).
    • Handle: RePEc:iza:izadps:dp10517
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    1. Jan Stoop, 2014. "From the lab to the field: envelopes, dictators and manners," Experimental Economics, Springer;Economic Science Association, vol. 17(2), pages 304-313, June.
    2. Jérôme Hergueux & Nicolas Jacquemet, 2015. "Social preferences in the online laboratory: a randomized experiment," Experimental Economics, Springer;Economic Science Association, vol. 18(2), pages 251-283, June.
    3. John Horton & David Rand & Richard Zeckhauser, 2011. "The online laboratory: conducting experiments in a real labor market," Experimental Economics, Springer;Economic Science Association, vol. 14(3), pages 399-425, September.
    4. Ben Greiner, 2015. "Subject pool recruitment procedures: organizing experiments with ORSEE," Journal of the Economic Science Association, Springer;Economic Science Association, vol. 1(1), pages 114-125, July.
    5. Jenkins, Stephen P, 1995. "Easy Estimation Methods for Discrete-Time Duration Models," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 57(1), pages 129-138, February.
    6. Jon Anderson & Stephen Burks & Jeffrey Carpenter & Lorenz Götte & Karsten Maurer & Daniele Nosenzo & Ruth Potter & Kim Rocha & Aldo Rustichini, 2013. "Self-selection and variations in the laboratory measurement of other-regarding preferences across subject pools: evidence from one college student and two adult samples," Experimental Economics, Springer;Economic Science Association, vol. 16(2), pages 170-189, June.
    7. Johannes Abeler & Daniele Nosenzo, 2015. "Self-selection into laboratory experiments: pro-social motives versus monetary incentives," Experimental Economics, Springer;Economic Science Association, vol. 18(2), pages 195-214, June.
    8. Glenn W. Harrison & John A. List, 2004. "Field Experiments," Journal of Economic Literature, American Economic Association, vol. 42(4), pages 1009-1055, December.
    9. Krupnikov, Yanna & Levine, Adam Seth, 2014. "Cross-Sample Comparisons and External Validity," Journal of Experimental Political Science, Cambridge University Press, vol. 1(1), pages 59-80, April.
    10. Blair Cleave & Nikos Nikiforakis & Robert Slonim, 2013. "Is there selection bias in laboratory experiments? The case of social and risk preferences," Experimental Economics, Springer;Economic Science Association, vol. 16(3), pages 372-382, September.
    11. Jesse Chandler & Gabriele Paolacci & Eyal Peer & Pam Mueller & Kate A. Ratliff, 2015. "Using Nonnaive Participants Can Reduce Effect Sizes," Mathematica Policy Research Reports bffac982a56e4cfba3659e74a, Mathematica Policy Research.
    12. repec:cup:judgdm:v:5:y:2010:i:5:p:411-419 is not listed on IDEAS
    13. Chesney, Thomas & Chuah, Swee-Hoon & Hoffmann, Robert, 2009. "Virtual world experimentation: An exploratory study," Journal of Economic Behavior & Organization, Elsevier, vol. 72(1), pages 618-635, October.
    14. Ernst Fehr & Simon Gächter, 2002. "Altruistic punishment in humans," Nature, Nature, vol. 415(6868), pages 137-140, January.
    15. Urs Fischbacher, 2007. "z-Tree: Zurich toolbox for ready-made economic experiments," Experimental Economics, Springer;Economic Science Association, vol. 10(2), pages 171-178, June.
    16. Jeffrey Carpenter & Erika Seki, 2011. "Do Social Preferences Increase Productivity? Field Experimental Evidence From Fishermen In Toyama Bay," Economic Inquiry, Western Economic Association International, vol. 49(2), pages 612-630, April.
    17. Ofra Amir & David G Rand & Ya'akov Kobi Gal, 2012. "Economic Games on the Internet: The Effect of $1 Stakes," PLOS ONE, Public Library of Science, vol. 7(2), pages 1-4, February.
    18. Anderhub, Vital & Muller, Rudolf & Schmidt, Carsten, 2001. "Design and evaluation of an economic experiment via the Internet," Journal of Economic Behavior & Organization, Elsevier, vol. 46(2), pages 227-247, October.
    19. John A. List, 2004. "Young, Selfish and Male: Field evidence of social preferences," Economic Journal, Royal Economic Society, vol. 114(492), pages 121-149, January.
    20. Gächter, Simon & Herrmann, Benedikt, 2011. "The limits of self-governance when cooperators get punished: Experimental evidence from urban and rural Russia," European Economic Review, Elsevier, vol. 55(2), pages 193-210, February.
    21. Jan Stoop & Charles N. Noussair & Daan van Soest, 2012. "From the Lab to the Field: Cooperation among Fishermen," Journal of Political Economy, University of Chicago Press, vol. 120(6), pages 1027-1056.
    22. Guillén, Pablo & Veszteg, Róbert F., 2012. "On “lab rats”," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 41(5), pages 714-720.
    23. Siddharth Suri & Duncan J Watts, 2011. "Cooperation and Contagion in Web-Based, Networked Public Goods Experiments," PLOS ONE, Public Library of Science, vol. 6(3), pages 1-18, March.
    24. Akihiro Nishi & Hirokazu Shirado & David G. Rand & Nicholas A. Christakis, 2015. "Inequality and visibility of wealth in experimental social networks," Nature, Nature, vol. 526(7573), pages 426-429, October.
    25. Mullinix, Kevin J. & Leeper, Thomas J. & Druckman, James N. & Freese, Jeremy, 2015. "The Generalizability of Survey Experiments," Journal of Experimental Political Science, Cambridge University Press, vol. 2(2), pages 109-138, January.
    26. repec:hal:pseose:halshs-00984211 is not listed on IDEAS
    27. Neil Stewart & Christoph Ungemach & Adam J. L. Harris & Daniel M. Bartels & Ben R. Newell & Gabriele Paolacci & Jesse Chandler, "undated". "The Average Laboratory Samples a Population of 7,300 Amazon Mechanical Turk Workers," Mathematica Policy Research Reports f97b669c7b3e4c2ab95c9f805, Mathematica Policy Research.
    28. Katrin Schmelz & Anthony Ziegelmeyer, 2015. "Social Distance and Control Aversion: Evidence from the Internet and the Laboratory," TWI Research Paper Series 100, Thurgauer Wirtschaftsinstitut, Universität Konstanz.
    29. Michael Birnbaum, 2000. "Psychological experiments on the internet," Framed Field Experiments 00125, The Field Experiments Website.
    30. Gachter, Simon & Herrmann, Benedikt & Thoni, Christian, 2004. "Trust, voluntary cooperation, and socio-economic background: survey and experimental evidence," Journal of Economic Behavior & Organization, Elsevier, vol. 55(4), pages 505-531, December.
    31. Simon Gachter & Ernst Fehr, 2000. "Cooperation and Punishment in Public Goods Experiments," American Economic Review, American Economic Association, vol. 90(4), pages 980-994, September.
    32. Michal Krawczyk, 2011. "What brings your subjects to the lab? A field experiment," Natural Field Experiments 00694, The Field Experiments Website.
    33. Michèle Belot & Raymond Duch & Luis Miller, 2010. "Who should be called to the lab? A comprehensive comparison of students and non-students in classic experimental games," Discussion Papers 2010001, University of Oxford, Nuffield College.
    34. David G. Rand & Alexander Peysakhovich & Gordon T. Kraft-Todd & George E. Newman & Owen Wurzbacher & Martin A. Nowak & Joshua D. Greene, 2014. "Social heuristics shape intuitive cooperation," Nature Communications, Nature, vol. 5(1), pages 1-12, May.
    35. Bock, Olaf & Baetge, Ingmar & Nicklisch, Andreas, 2014. "hroot: Hamburg Registration and Organization Online Tool," European Economic Review, Elsevier, vol. 71(C), pages 117-120.
    36. Michal Krawczyk, 2011. "What brings your subjects to the lab? A field experiment," Experimental Economics, Springer;Economic Science Association, vol. 14(4), pages 482-489, November.
    37. Berinsky, Adam J. & Huber, Gregory A. & Lenz, Gabriel S., 2012. "Evaluating Online Labor Markets for Experimental Research: Amazon.com's Mechanical Turk," Political Analysis, Cambridge University Press, vol. 20(3), pages 351-368, July.
    38. repec:cup:judgdm:v:10:y:2015:i:5:p:479-491 is not listed on IDEAS
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    More about this item

    Keywords

    experimental methodology; behavioral research; punishment; internet experiments; Amazon Mechanical Turk; public goods game;
    All these keywords.

    JEL classification:

    • C71 - Mathematical and Quantitative Methods - - Game Theory and Bargaining Theory - - - Cooperative Games
    • C88 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Other Computer Software
    • C90 - Mathematical and Quantitative Methods - - Design of Experiments - - - General
    • D71 - Microeconomics - - Analysis of Collective Decision-Making - - - Social Choice; Clubs; Committees; Associations

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