IDEAS home Printed from https://ideas.repec.org/a/eee/soceco/v98y2022ics2214804322000465.html
   My bibliography  Save this article

Selection into experiments: New evidence on the role of preferences, cognition, and recruitment protocols

Author

Listed:
  • Thiemann, Petra
  • Schulz, Jonathan
  • Sunde, Uwe
  • Thöni, Christian

Abstract

We study selection into lab experiments based on data from two cohorts of first-year university students. We combine two experiments: a classroom experiment in which we elicit measures of time and risk preferences, overconfidence, trust, reciprocity, altruism, and cognitive reflection and a recruitment experiment with four treatment conditions that randomly vary the information provided in the e-mail sent to recruit lab participants. We find that students with higher cognitive skills are more likely to participate in experiments. By contrast, we find little evidence of selection along time and risk preferences, overconfidence, trust, and reciprocity, and our evidence of selection along altruism is inconclusive. In terms of recruitment conditions, mentioning financial incentives boosts the participation rate in lab experiments by 50 percent. Although recruitment conditions affect participation rates, they do not alter the composition of the participant sample in terms of the elicited characteristics. Finally, students who repeatedly participate in lab experiments are more patient than those who participate only once.

Suggested Citation

  • Thiemann, Petra & Schulz, Jonathan & Sunde, Uwe & Thöni, Christian, 2022. "Selection into experiments: New evidence on the role of preferences, cognition, and recruitment protocols," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 98(C).
  • Handle: RePEc:eee:soceco:v:98:y:2022:i:c:s2214804322000465
    DOI: 10.1016/j.socec.2022.101871
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S2214804322000465
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.socec.2022.101871?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Thomas Dohmen & Armin Falk & David Huffman & Uwe Sunde, 2010. "Are Risk Aversion and Impatience Related to Cognitive Ability?," American Economic Review, American Economic Association, vol. 100(3), pages 1238-1260, June.
    2. 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.
    3. Clot, Sophie & Grolleau, Gilles & Ibanez, Lisette, 2018. "Shall we pay all? An experimental test of Random Incentivized Systems," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 73(C), pages 93-98.
    4. Armin Falk & James J. Heckman, 2009. "Lab Experiments are a Major Source of Knowledge in the Social Sciences," Working Papers 200935, Geary Institute, University College Dublin.
    5. Brañas-Garza, Pablo & Kujal, Praveen & Lenkei, Balint, 2019. "Cognitive reflection test: Whom, how, when," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 82(C).
    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. Astrid Matthey & Tobias Regner, 2013. "On the independence of history: experience spill-overs between experiments," Theory and Decision, Springer, vol. 75(3), pages 403-419, September.
    8. Charness, Gary & Gneezy, Uri & Halladay, Brianna, 2016. "Experimental methods: Pay one or pay all," Journal of Economic Behavior & Organization, Elsevier, vol. 131(PA), pages 141-150.
    9. 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.
    10. Antonio A. Arechar & Simon Gächter & Lucas Molleman, 2018. "Conducting interactive experiments online," Experimental Economics, Springer;Economic Science Association, vol. 21(1), pages 99-131, March.
    11. Glenn W. Harrison & Morten I. Lau & Hong Il Yoo, 2020. "Risk Attitudes, Sample Selection, and Attrition in a Longitudinal Field Experiment," The Review of Economics and Statistics, MIT Press, vol. 102(3), pages 552-568, July.
    12. Edward P. Lazear & Ulrike Malmendier & Roberto A. Weber, 2012. "Sorting in Experiments with Application to Social Preferences," American Economic Journal: Applied Economics, American Economic Association, vol. 4(1), pages 136-163, January.
    13. Andersen, Steffen & Harrison, Glenn W. & Lau, Morten Igel & Rutström, E. Elisabet, 2010. "Preference heterogeneity in experiments: Comparing the field and laboratory," Journal of Economic Behavior & Organization, Elsevier, vol. 73(2), pages 209-224, February.
    14. Jonathan Schulz & Uwe Sunde & Petra Thiemann & Christian Thoeni, 2019. "Selection into Experiments: Evidence from a Population of Students," Discussion Papers 2019-09, The Centre for Decision Research and Experimental Economics, School of Economics, University of Nottingham.
    15. Jonathan F Schulz & Christian Thöni, 2016. "Overconfidence and Career Choice," PLOS ONE, Public Library of Science, vol. 11(1), pages 1-8, January.
    16. 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.
    17. Benndorf, Volker & Moellers, Claudia & Normann, Hans-Theo, 2017. "Experienced vs. inexperienced participants in the lab: Do they behave differently?," DICE Discussion Papers 251, Heinrich Heine University Düsseldorf, Düsseldorf Institute for Competition Economics (DICE).
    18. Christoph Engel, 2011. "Dictator games: a meta study," Experimental Economics, Springer;Economic Science Association, vol. 14(4), pages 583-610, November.
    19. Jeanette Brosig & Thomas Riechmann & Joachim Weimann, 2007. "Selfish in the end? An investigation of consistency and stability of individual behaviour," FEMM Working Papers 07005, Otto-von-Guericke University Magdeburg, Faculty of Economics and Management.
    20. 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.
    21. Uri Gneezy & Jan Potters, 1997. "An Experiment on Risk Taking and Evaluation Periods," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(2), pages 631-645.
    22. Armin Falk & Anke Becker & Thomas Dohmen & Benjamin Enke & David B. Huffman & Uwe Sunde, 2017. "Global Evidence on Economic Preferences," NBER Working Papers 23943, National Bureau of Economic Research, Inc.
    23. Armin Falk & Anke Becker & Thomas Dohmen & Benjamin Enke & David Huffman & Uwe Sunde, 2018. "Global Evidence on Economic Preferences," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(4), pages 1645-1692.
    24. Volk, Stefan & Thöni, Christian & Ruigrok, Winfried, 2012. "Temporal stability and psychological foundations of cooperation preferences," Journal of Economic Behavior & Organization, Elsevier, vol. 81(2), pages 664-676.
    25. Schulz, Jonathan F. & Thiemann, Petra & Thöni, Christian, 2018. "Nudging generosity: Choice architecture and cognitive factors in charitable giving," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 74(C), pages 139-145.
    26. Slonim, Robert & Wang, Carmen & Garbarino, Ellen & Merrett, Danielle, 2013. "Opting-in: Participation bias in economic experiments," Journal of Economic Behavior & Organization, Elsevier, vol. 90(C), pages 43-70.
    27. Berg Joyce & Dickhaut John & McCabe Kevin, 1995. "Trust, Reciprocity, and Social History," Games and Economic Behavior, Elsevier, vol. 10(1), pages 122-142, July.
    28. Hans-Martin Gaudecker & Arthur Soest & Erik Wengström, 2012. "Experts in experiments," Journal of Risk and Uncertainty, Springer, vol. 45(2), pages 159-190, October.
    29. Mara Ewers & Florian Zimmermann, 2015. "Image And Misreporting," Journal of the European Economic Association, European Economic Association, vol. 13(2), pages 363-380, April.
    30. Michal Krawczyk, 2011. "What brings your subjects to the lab? A field experiment," Natural Field Experiments 00694, The Field Experiments Website.
    31. Shane Frederick, 2005. "Cognitive Reflection and Decision Making," Journal of Economic Perspectives, American Economic Association, vol. 19(4), pages 25-42, Fall.
    32. 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.
    33. Volker Benndorf & Claudia Moellers & Hans-Theo Normann, 2017. "Experienced vs. inexperienced participants in the lab: do they behave differently?," Journal of the Economic Science Association, Springer;Economic Science Association, vol. 3(1), pages 12-25, July.
    34. Erik Snowberg & Leeat Yariv, 2021. "Testing the Waters: Behavior across Participant Pools," American Economic Review, American Economic Association, vol. 111(2), pages 687-719, February.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Jonathan Schulz & Uwe Sunde & Petra Thiemann & Christian Thoeni, 2019. "Selection into Experiments: Evidence from a Population of Students," Discussion Papers 2019-09, The Centre for Decision Research and Experimental Economics, School of Economics, University of Nottingham.
    2. Frijters, Paul & Kong, Tao Sherry & Liu, Elaine M., 2015. "Who is coming to the artefactual field experiment? Participation bias among Chinese rural migrants," Journal of Economic Behavior & Organization, Elsevier, vol. 114(C), pages 62-74.
    3. Schmidt, Robert & Schwieren, Christiane & Sproten, Alec N., 2020. "Norms in the lab: Inexperienced versus experienced participants," Journal of Economic Behavior & Organization, Elsevier, vol. 173(C), pages 239-255.
    4. Schmidt, Robert J. & Schwieren, Christiane & Sproten, Alec N., 2019. "Norms in the lab: Inexperienced versus experienced participants," Working Papers 0666, University of Heidelberg, Department of Economics.
    5. Aurélie Dariel & Nikos Nikiforakis & Jan Stoop, 2020. "Does selection bias cause us to overestimate gender differences in competitiveness?," Working Papers 20200046, New York University Abu Dhabi, Department of Social Science, revised May 2020.
    6. Schmidt, Robert J. & Schwieren, Christiane & Sproten, Alec N., 2018. "Social Norm Perception in Economic Laboratory Experiments: Inexperienced versus Experienced Participants," Working Papers 0656, University of Heidelberg, Department of Economics.
    7. Matteo M. Galizzi & Daniel Navarro-Martinez, 2019. "On the External Validity of Social Preference Games: A Systematic Lab-Field Study," Management Science, INFORMS, vol. 65(3), pages 976-1002, March.
    8. 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.
    9. Sébastien Duchêne & Adrien Nguyen-Huu & Dimitri Dubois & Marc Willinger, 2022. "Risk-return trade-offs in the context of environmental impact: a lab-in-the-field experiment with finance professionals," CEE-M Working Papers hal-03883121, CEE-M, Universtiy of Montpellier, CNRS, INRA, Montpellier SupAgro.
    10. Thomas Epper & Julien Senn & Ernst Fehr, 2023. "Social preferences across subject pools: students vs. general population," ECON - Working Papers 435, Department of Economics - University of Zurich, revised Jan 2024.
    11. Pablo Brañas-Garza & Diego Jorrat & Antonio M. Espín & Angel Sánchez, 2023. "Paid and hypothetical time preferences are the same: lab, field and online evidence," Experimental Economics, Springer;Economic Science Association, vol. 26(2), pages 412-434, April.
    12. Laurent Denant-Boemont & Matthieu Leprince & Matthieu Pourieux, 2019. "Distributive Preferences of Public Representatives: A Field-in-the-Lab Experiment," Economics Working Paper from Condorcet Center for political Economy at CREM-CNRS 2019-05-ccr, Condorcet Center for political Economy.
    13. Abeler, Johannes & Nosenzo, Daniele, 2013. "Self-Selection into Economics Experiments Is Driven by Monetary Rewards," IZA Discussion Papers 7374, Institute of Labor Economics (IZA).
    14. Zakaria Babutsidze & Nobuyuki Hanaki & Adam Zylbersztejn, 2021. "Nonverbal content and trust: An experiment on digital communication," Economic Inquiry, Western Economic Association International, vol. 59(4), pages 1517-1532, October.
    15. Jonathan Chapman & Erik Snowberg & Stephanie Wang & Colin Camerer, 2018. "Loss Attitudes in the U.S. Population: Evidence from Dynamically Optimized Sequential Experimentation (DOSE)," NBER Working Papers 25072, National Bureau of Economic Research, Inc.
    16. Thomas Epper & Julien Senn & Ernst Fehr, 2023. "The Missing Type: Where Are the Inequality Averse (Students)?," Working Papers 2023-iRisk-06, IESEG School of Management.
    17. Mika Akesaka & Peter Eibich & Chie Hanaoka & Hitoshi Shigeoka, 2023. "Temporal Instability of Risk Preference among the Poor: Evidence from Payday Cycles," American Economic Journal: Applied Economics, American Economic Association, vol. 15(4), pages 68-99, October.
    18. Tiziana Medda & Vittorio Pelligra & Tommaso Reggiani, 2021. "Lab-Sophistication: Does Repeated Participation in Laboratory Experiments Affect Pro-Social Behaviour?," Games, MDPI, vol. 12(1), pages 1-14, February.
    19. Sven Grüner & Mira Lehberger & Norbert Hirschauer & Oliver Mußhoff, 2022. "How (un)informative are experiments with students for other social groups? A study of agricultural students and farmers," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 66(3), pages 471-504, July.
    20. Antonio A. Arechar & Simon Gächter & Lucas Molleman, 2018. "Conducting interactive experiments online," Experimental Economics, Springer;Economic Science Association, vol. 21(1), pages 99-131, March.

    More about this item

    Keywords

    Classroom experiment; Selection; Recruitment; Preferences; Cognitive ability;
    All these keywords.

    JEL classification:

    • C93 - Mathematical and Quantitative Methods - - Design of Experiments - - - Field Experiments
    • D64 - Microeconomics - - Welfare Economics - - - Altruism; Philanthropy; Intergenerational Transfers
    • H41 - Public Economics - - Publicly Provided Goods - - - Public Goods
    • L3 - Industrial Organization - - Nonprofit Organizations and Public Enterprise

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:soceco:v:98:y:2022:i:c:s2214804322000465. See general information about how to correct material in RePEc.

    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 CitEc recognized a bibliographic reference but did not link an item in RePEc 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 RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/620175 .

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

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.