IDEAS home Printed from https://ideas.repec.org/a/spr/reecde/v27y2023i3d10.1007_s10058-022-00314-6.html
   My bibliography  Save this article

Designing randomized response surveys to support honest answers to stigmatizing questions

Author

Listed:
  • James C. D. Fisher

    (PNC Financial Services)

  • Timothy J. Flannery

    (Missouri State University)

Abstract

Randomized response survey methods use noise to mask respondents’ answers to stigmatizing questions in an attempt to elicit honest responses. Respondents weigh the preference for honesty against the disutility of stigmatization when deciding how to answer. Since the disutility of stigmatization depends on the degree of noise, the interviewer designs the survey to balance two goals: (i) honest reporting by respondents and (ii) maximization of the accuracy of estimates based on the survey. We fully characterize the non-linear set of design parameters that lead to truth-telling, as well as the interviewer’s equilibrium survey design.

Suggested Citation

  • James C. D. Fisher & Timothy J. Flannery, 2023. "Designing randomized response surveys to support honest answers to stigmatizing questions," Review of Economic Design, Springer;Society for Economic Design, vol. 27(3), pages 635-667, September.
    • Handle: RePEc:spr:reecde:v:27:y:2023:i:3:d:10.1007_s10058-022-00314-6
    DOI: 10.1007/s10058-022-00314-6
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10058-022-00314-6
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.
    File URL: https://libkey.io/10.1007/s10058-022-00314-6?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. Battigalli, Pierpaolo & Dufwenberg, Martin, 2009. "Dynamic psychological games," Journal of Economic Theory, Elsevier, vol. 144(1), pages 1-35, January.
    2. Karen Blumenschein & Glenn C. Blomquist & Magnus Johannesson & Nancy Horn & Patricia Freeman, 2008. "Eliciting Willingness to Pay Without Bias: Evidence from a Field Experiment," Economic Journal, Royal Economic Society, vol. 118(525), pages 114-137, January.
    3. Santiago Sánchez-Pagés & Marc Vorsatz, 2009. "Enjoy the silence: an experiment on truth-telling," Experimental Economics, Springer;Economic Science Association, vol. 12(2), pages 220-241, June.
    4. Blume, Andreas & Lai, Ernest K. & Lim, Wooyoung, 2019. "Eliciting private information with noise: The case of randomized response," Games and Economic Behavior, Elsevier, vol. 113(C), pages 356-380.
    5. Karlan, Dean S. & Zinman, Jonathan, 2012. "List randomization for sensitive behavior: An application for measuring use of loan proceeds," Journal of Development Economics, Elsevier, vol. 98(1), pages 71-75.
    6. Hanemann, W Michael, 1991. "Willingness to Pay and Willingness to Accept: How Much Can They Differ?," American Economic Review, American Economic Association, vol. 81(3), pages 635-647, June.
    7. Raúl López-Pérez & Eli Spiegelman, 2013. "Why do people tell the truth? Experimental evidence for pure lie aversion," Experimental Economics, Springer;Economic Science Association, vol. 16(3), pages 233-247, September.
    8. Uri Gneezy, 2005. "Deception: The Role of Consequences," American Economic Review, American Economic Association, vol. 95(1), pages 384-394, March.
    9. Flannery, Timothy, 2018. "A new methodology for surveys and its application to forced response," Mathematical Social Sciences, Elsevier, vol. 91(C), pages 17-24.
    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. Peeters, Ronald & Vorsatz, Marc & Walzl, Markus, 2015. "Beliefs and truth-telling: A laboratory experiment," Journal of Economic Behavior & Organization, Elsevier, vol. 113(C), pages 1-12.
    2. Raúl López-Pérez & Eli Spiegelman, 2013. "Why do people tell the truth? Experimental evidence for pure lie aversion," Experimental Economics, Springer;Economic Science Association, vol. 16(3), pages 233-247, September.
    3. Caleb A. Cox & Brock Stoddard, 2021. "Common-Value Public Goods and Informational Social Dilemmas," American Economic Journal: Microeconomics, American Economic Association, vol. 13(2), pages 343-369, May.
    4. Cappelen, Alexander W. & Sørensen, Erik Ø. & Tungodden, Bertil, 2013. "When do we lie?," Journal of Economic Behavior & Organization, Elsevier, vol. 93(C), pages 258-265.
    5. Blume, Andreas & Lai, Ernest K. & Lim, Wooyoung, 2019. "Eliciting private information with noise: The case of randomized response," Games and Economic Behavior, Elsevier, vol. 113(C), pages 356-380.
    6. Sascha Behnk & Iván Barreda-Tarrazona & Aurora García-Gallego, 2018. "Punishing liars—How monitoring affects honesty and trust," PLOS ONE, Public Library of Science, vol. 13(10), pages 1-30, October.
    7. Koessler, Ann-Kathrin & Page, Lionel & Dulleck, Uwe, 2015. "Promoting pro-social behavior with public statements of good intent," MPRA Paper 80072, University Library of Munich, Germany, revised 24 May 2017.
    8. Anbarcı, Nejat & Feltovich, Nick & Gürdal, Mehmet Y., 2015. "Lying about the price? Ultimatum bargaining with messages and imperfectly observed offers," Journal of Economic Behavior & Organization, Elsevier, vol. 116(C), pages 346-360.
    9. Behnk, Sascha & Barreda-Tarrazona, Iván & García-Gallego, Aurora, 2014. "The role of ex post transparency in information transmission—An experiment," Journal of Economic Behavior & Organization, Elsevier, vol. 101(C), pages 45-64.
    10. Koessler, Ann-Kathrin & Page, Lionel & Dulleck, Uwe, 2018. "Public Statements of Good Conduct Promote Pro-Social Behavior," EconStor Preprints 180669, ZBW - Leibniz Information Centre for Economics.
    11. Sascha Behnk & Iván Barreda-Tarrazona & Aurora García-Gallego, 2017. "An experimental test of reporting systems for deception," Working Papers 2017/11, Economics Department, Universitat Jaume I, Castellón (Spain).
    12. Behnk, Sascha & Barreda-Tarrazona, Iván & García-Gallego, Aurora, 2019. "Deception and reputation – An experimental test of reporting systems," Journal of Economic Psychology, Elsevier, vol. 71(C), pages 37-58.
    13. Feltovich, Nick & Giovannoni, Francesco, 2015. "Selection vs. accountability: An experimental investigation of campaign promises in a moral-hazard environment," Journal of Public Economics, Elsevier, vol. 126(C), pages 39-51.
    14. Thomas de Haan & Theo Offerman & Randolph Sloof, 2015. "Money Talks? An Experimental Investigation Of Cheap Talk And Burned Money," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 56(4), pages 1385-1426, November.
    15. Vera Popva, 2010. "What renders financial advisors less treacherous? - On commissions and reciprocity -," Jena Economics Research Papers 2010-036, Friedrich-Schiller-University Jena.
    16. Jiabin Wu, 2018. "Indirect higher order beliefs and cooperation," Experimental Economics, Springer;Economic Science Association, vol. 21(4), pages 858-876, December.
    17. Giuseppe Attanasi & Pierpaolo Battigalli & Elena Manzoni, 2016. "Incomplete-Information Models of Guilt Aversion in the Trust Game," Management Science, INFORMS, vol. 62(3), pages 648-667, March.
    18. Marie Claire Villeval, 2019. "Comportements (non) éthiques et stratégies morales," Revue économique, Presses de Sciences-Po, vol. 70(6), pages 1021-1046.
    19. Natalia Borzino & Enrique Fatas & Emmanuel Peterle, 2015. "In Gov we trust: Voluntary compliance in networked investment games," Working Paper series, University of East Anglia, Centre for Behavioural and Experimental Social Science (CBESS) 15-21, School of Economics, University of East Anglia, Norwich, UK..
    20. Kawagoe, Toshiji & Narita, Yusuke, 2014. "Guilt aversion revisited: An experimental test of a new model," Journal of Economic Behavior & Organization, Elsevier, vol. 102(C), pages 1-9.

    More about this item

    Keywords

    Communication game; Honesty; Indirect questions; Psychological game; Randomized response; Stigmatization; Survey design;
    All these keywords.

    JEL classification:

    • C1 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General
    • C8 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs
    • D8 - Microeconomics - - Information, Knowledge, and Uncertainty
    • D9 - Microeconomics - - Micro-Based Behavioral Economics

    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:spr:reecde:v:27:y:2023:i:3:d:10.1007_s10058-022-00314-6. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.