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Response time and click position: cheap indicators of preferences

Author

Listed:
  • Fadong Chen

    (University of Konstanz
    Thurgau Institute of Economics
    University of Konstanz)

  • Urs Fischbacher

    (University of Konstanz
    Thurgau Institute of Economics)

Abstract

This paper investigates how process data like response time and click position relates to economic decisions. We use a social value orientation experiment, which can be considered as a prototypical multi-attribute decision problem. We find that in the social value orientation task more individualistic subjects have shorter response times than prosocial subjects. Individualistic subjects click more often on their own payoffs than on the others’ payoffs, and they click more often on their own payoffs than prosocial subjects. Moreover, the response time information and the click position information are complementary in explaining subjects’ preferences. These results show that response times and click positions can be used as indicators of people’s preferences.

Suggested Citation

  • Fadong Chen & Urs Fischbacher, 2016. "Response time and click position: cheap indicators of preferences," Journal of the Economic Science Association, Springer;Economic Science Association, vol. 2(2), pages 109-126, November.
  • Handle: RePEc:spr:jesaex:v:2:y:2016:i:2:d:10.1007_s40881-016-0026-6
    DOI: 10.1007/s40881-016-0026-6
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    1. Ian Krajbich & Björn Bartling & Todd Hare & Ernst Fehr, 2015. "Rethinking fast and slow based on a critique of reaction-time reverse inference," Nature Communications, Nature, vol. 6(1), pages 1-9, November.
    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. Piovesan, Marco & Wengström, Erik, 2009. "Fast or fair? A study of response times," Economics Letters, Elsevier, vol. 105(2), pages 193-196, November.
    4. repec:cup:judgdm:v:6:y:2011:i:8:p:771-781 is not listed on IDEAS
    5. David G. Rand & Joshua D. Greene & Martin A. Nowak, 2012. "Spontaneous giving and calculated greed," Nature, Nature, vol. 489(7416), pages 427-430, September.
    6. Anja Achtziger & Carlos Alós-Ferrer, 2014. "Fast or Rational? A Response-Times Study of Bayesian Updating," Management Science, INFORMS, vol. 60(4), pages 923-938, April.
    7. 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.
    8. Elena Reutskaja & Rosemarie Nagel & Colin F. Camerer & Antonio Rangel, 2011. "Search Dynamics in Consumer Choice under Time Pressure: An Eye-Tracking Study," American Economic Review, American Economic Association, vol. 101(2), pages 900-926, April.
    9. Isabelle Brocas & Juan D. Carrillo & Stephanie W. Wang & Colin F. Camerer, 2014. "Imperfect Choice or Imperfect Attention? Understanding Strategic Thinking in Private Information Games," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 81(3), pages 944-970.
    10. repec:grz:wpsses:2013-05 is not listed on IDEAS
    11. Schulz, Jonathan F. & Fischbacher, Urs & Thöni, Christian & Utikal, Verena, 2014. "Affect and fairness: Dictator games under cognitive load," Journal of Economic Psychology, Elsevier, vol. 41(C), pages 77-87.
    12. Fadong Chen & Urs Fischbacher, 2015. "Cognitive Processes of Distributional Preferences: A Response Time Study," TWI Research Paper Series 101, Thurgauer Wirtschaftsinstitut, Universität Konstanz.
    13. Jiang, Ting & Potters, Jan & Funaki, Yukihiko, 2016. "Eye tracking social preferences," Other publications TiSEM d6c0b33d-408d-48e2-9592-b, Tilburg University, School of Economics and Management.
    14. Ariel Rubinstein, 2007. "Instinctive and Cognitive Reasoning: A Study of Response Times," Economic Journal, Royal Economic Society, vol. 117(523), pages 1243-1259, October.
    15. Alec Smith & B. Douglas Bernheim & Colin F. Camerer & Antonio Rangel, 2014. "Neural Activity Reveals Preferences without Choices," American Economic Journal: Microeconomics, American Economic Association, vol. 6(2), pages 1-36, May.
    16. Joseph Tao-yi Wang & Michael Spezio & Colin F. Camerer, 2010. "Pinocchio's Pupil: Using Eyetracking and Pupil Dilation to Understand Truth Telling and Deception in Sender-Receiver Games," American Economic Review, American Economic Association, vol. 100(3), pages 984-1007, June.
    17. Kurt A. Ackermann & Jürgen Fleiß & Ryan O. Murphy, 2016. "Reciprocity as an Individual Difference," Journal of Conflict Resolution, Peace Science Society (International), vol. 60(2), pages 340-367, March.
    18. repec:cup:judgdm:v:6:y:2011:i:8:p:750-758 is not listed on IDEAS
    19. Ian Krajbich & Bastiaan Oud & Ernst Fehr, 2014. "Benefits of Neuroeconomic Modeling: New Policy Interventions and Predictors of Preference," American Economic Review, American Economic Association, vol. 104(5), pages 501-506, May.
    20. repec:cup:judgdm:v:9:y:2014:i:6:p:510-522 is not listed on IDEAS
    21. Ariel Rubinstein, 2007. "Instinctive and Cognitive Reasoning: Response Times Study," Levine's Bibliography 321307000000001011, UCLA Department of Economics.
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    Cited by:

    1. Clithero, John A., 2018. "Response times in economics: Looking through the lens of sequential sampling models," Journal of Economic Psychology, Elsevier, vol. 69(C), pages 61-86.
    2. Duffy, Sean & Gussman, Steven & Smith, John, 2021. "Visual judgments of length in the economics laboratory: Are there brains in stochastic choice?," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 93(C).
    3. Markus Eyting, 2022. "Why do we Discriminate? The Role of Motivated Reasoning," Working Papers 2208, Gutenberg School of Management and Economics, Johannes Gutenberg-Universität Mainz.
    4. Arkady Konovalov & Ian Krajbich, 2016. "Revealed Indifference: Using Response Times to Infer Preferences," Working Papers 16-01, Ohio State University, Department of Economics.
    5. Duffy, Sean & Smith, John, 2020. "An economist and a psychologist form a line: What can imperfect perception of length tell us about stochastic choice?," MPRA Paper 99417, University Library of Munich, Germany.
    6. Eyting, Markus, 2022. "Why do we discriminate? The role of motivated reasoning," SAFE Working Paper Series 356, Leibniz Institute for Financial Research SAFE.
    7. David J. Cooper & Ian Krajbich & Charles N. Noussair, 2019. "Choice-Process Data in Experimental Economics," Journal of the Economic Science Association, Springer;Economic Science Association, vol. 5(1), pages 1-13, August.
    8. Dai Quy Le & Daisung Jang, 2023. "Individual Differences and Situational Constraint Predict Information Search in Negotiation Planning," Group Decision and Negotiation, Springer, vol. 32(3), pages 667-699, June.
    9. Soliño, M. & Alía, R. & Agúndez, D., 2020. "Citizens' preferences for research programs on forest genetic resources: A case applied to Pinus pinaster Ait. in Spain," Forest Policy and Economics, Elsevier, vol. 118(C).

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    More about this item

    Keywords

    Click position; Response time; Social preferences; Experiment;
    All these keywords.

    JEL classification:

    • C72 - Mathematical and Quantitative Methods - - Game Theory and Bargaining Theory - - - Noncooperative Games
    • C91 - Mathematical and Quantitative Methods - - Design of Experiments - - - Laboratory, Individual Behavior
    • D87 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Neuroeconomics

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