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Cognitive Ability and Bidding Behavior in Second Price Auctions: An Experimental Study

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  • Lee, Ji Yong
  • Nayga, Rodolfo
  • Deck, Cary
  • Drichoutis, Andreas C.

Abstract

Behavioral biases are more pronounced for individuals with lower cognitive abilities. This paper examines what connection if any there is between cognitive ability and bidding strategy in second price auctions. Despite truthful revelation being a weakly dominant strategy, previous experiments have consistently observed overbidding, which makes use of such auctions for inferring homegrown value problematic. Examining the effect of cognitive ability is important as it may help identify when one can reliably recover values from bids. The results indicate that more cognitively able subjects behave in closer accordance with theory, and that cognitive ability partially explains heterogeneity in bidding behavior.

Suggested Citation

  • Lee, Ji Yong & Nayga, Rodolfo & Deck, Cary & Drichoutis, Andreas C., 2017. "Cognitive Ability and Bidding Behavior in Second Price Auctions: An Experimental Study," MPRA Paper 81495, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:81495
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    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. Lusk Jayson L & Alexander Corinne & Rousu Matthew C., 2007. "Designing Experimental Auctions for Marketing Research: The Effect of Values, Distributions, and Mechanisms on Incentives for Truthful Bidding," Review of Marketing Science, De Gruyter, vol. 5(1), pages 1-32, October.
    3. Sumit Agarwal & Bhashkar Mazumder, 2013. "Cognitive Abilities and Household Financial Decision Making," American Economic Journal: Applied Economics, American Economic Association, vol. 5(1), pages 193-207, January.
    4. repec:hal:pseose:halshs-00731244 is not listed on IDEAS
    5. Harrison, Glenn W, 1989. "Theory and Misbehavior of First-Price Auctions," American Economic Review, American Economic Association, vol. 79(4), pages 749-762, September.
    6. David Gill & Victoria Prowse, 2016. "Cognitive Ability, Character Skills, and Learning to Play Equilibrium: A Level-k Analysis," Journal of Political Economy, University of Chicago Press, vol. 124(6), pages 1619-1676.
    7. Jacquemet, Nicolas & Joule, Robert-Vincent & Luchini, Stéphane & Shogren, Jason F., 2013. "Preference elicitation under oath," Journal of Environmental Economics and Management, Elsevier, vol. 65(1), pages 110-132.
    8. Henrik Andersson & Mikael Svensson, 2008. "Cognitive ability and scale bias in the contingent valuation method," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 39(4), pages 481-495, April.
    9. Kagel, John H & Levin, Dan, 1993. "Independent Private Value Auctions: Bidder Behaviour in First-, Second- and Third-Price Auctions with Varying Numbers of Bidders," Economic Journal, Royal Economic Society, vol. 103(419), pages 868-879, July.
    10. Andreoni, James & Che, Yeon-Koo & Kim, Jinwoo, 2007. "Asymmetric information about rivals' types in standard auctions: An experiment," Games and Economic Behavior, Elsevier, vol. 59(2), pages 240-259, May.
    11. 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.
    12. Oechssler, Jörg & Roider, Andreas & Schmitz, Patrick W., 2009. "Cognitive abilities and behavioral biases," Journal of Economic Behavior & Organization, Elsevier, vol. 72(1), pages 147-152, October.
    13. Civelli, Andrea & Deck, Cary, 2018. "A Flexible and Customizable Method for Assessing Cognitive Abilities," Review of Behavioral Economics, now publishers, vol. 5(2), pages 123-147, September.
    14. James P. Smith & John J. McArdle & Robert Willis, 2010. "Financial Decision Making and Cognition in a Family Context," Economic Journal, Royal Economic Society, vol. 120(548), pages 363-380, November.
    15. Jones, Garett, 2008. "Are smarter groups more cooperative? Evidence from prisoner's dilemma experiments, 1959-2003," Journal of Economic Behavior & Organization, Elsevier, vol. 68(3-4), pages 489-497, December.
    16. Hoppe, Eva I. & Kusterer, David J., 2011. "Behavioral biases and cognitive reflection," Economics Letters, Elsevier, vol. 110(2), pages 97-100, February.
    17. Todd Cherry & Peter Frykblom & Jason Shogren & John List & Melonie Sullivan, 2004. "Laboratory Testbeds and Non-Market Valuation: The Case of Bidding Behavior in a Second-Price Auction with an Outside Option," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 29(3), pages 285-294, November.
    18. Ronald Harstad, 2000. "Dominant Strategy Adoption and Bidders' Experience with Pricing Rules," Experimental Economics, Springer;Economic Science Association, vol. 3(3), pages 261-280, December.
    19. T. Ballinger & Eric Hudson & Leonie Karkoviata & Nathaniel Wilcox, 2011. "Saving behavior and cognitive abilities," Experimental Economics, Springer;Economic Science Association, vol. 14(3), pages 349-374, September.
    20. David J. Cooper & Hanming Fang, 2008. "Understanding Overbidding in Second Price Auctions: An Experimental Study," Economic Journal, Royal Economic Society, vol. 118(532), pages 1572-1595, October.
    21. Rosato, Antonio & Tymula, Agnieszka A., 2019. "Loss aversion and competition in Vickrey auctions: Money ain't no good," Games and Economic Behavior, Elsevier, vol. 115(C), pages 188-208.
    22. Jones, Matthew T., 2014. "Strategic complexity and cooperation: An experimental study," Journal of Economic Behavior & Organization, Elsevier, vol. 106(C), pages 352-366.
    23. Carpenter, Jeffrey & Graham, Michael & Wolf, Jesse, 2013. "Cognitive ability and strategic sophistication," Games and Economic Behavior, Elsevier, vol. 80(C), pages 115-130.
    24. Andreas C. Drichoutis & Jayson L. Lusk & Rodolfo M. Nayga, 2015. "The veil of experimental currency units in second price auctions," Journal of the Economic Science Association, Springer;Economic Science Association, vol. 1(2), pages 182-196, December.
    25. Kagel, John H & Harstad, Ronald M & Levin, Dan, 1987. "Information Impact and Allocation Rules in Auctions with Affiliated Private Values: A Laboratory Study," Econometrica, Econometric Society, vol. 55(6), pages 1275-1304, November.
    26. Grebitus, Carola & Lusk, Jayson L. & Nayga, Rodolfo M., 2013. "Explaining differences in real and hypothetical experimental auctions and choice experiments with personality," Journal of Economic Psychology, Elsevier, vol. 36(C), pages 11-26.
    27. Morgan John & Steiglitz Ken & Reis George, 2003. "The Spite Motive and Equilibrium Behavior in Auctions," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 2(1), pages 1-25, April.
    28. Daniel J. Benjamin & Sebastian A. Brown & Jesse M. Shapiro, 2013. "Who Is ‘Behavioral’? Cognitive Ability And Anomalous Preferences," Journal of the European Economic Association, European Economic Association, vol. 11(6), pages 1231-1255, December.
    29. Lex Borghans & Huub Meijers & Bas Ter Weel, 2008. "The Role Of Noncognitive Skills In Explaining Cognitive Test Scores," Economic Inquiry, Western Economic Association International, vol. 46(1), pages 2-12, January.
    30. A. Banerji & Neha Gupta, 2014. "Detection, Identification, and Estimation of Loss Aversion: Evidence from an Auction Experiment," American Economic Journal: Microeconomics, American Economic Association, vol. 6(1), pages 91-133, February.
    31. Drichoutis, Andreas C. & Klonaris, Stathis & Papoutsi, Georgia S., 2017. "Do Good Things Come in Small Packages? Bottle Size Effects on Willingness to Pay for Pomegranate Wine and Grape Wine," Journal of Wine Economics, Cambridge University Press, vol. 12(1), pages 84-104, February.
    32. Chen, Chia-Ching & Chiu, I-Ming & Smith, John & Yamada, Tetsuji, 2013. "Too smart to be selfish? Measures of cognitive ability, social preferences, and consistency," Journal of Economic Behavior & Organization, Elsevier, vol. 90(C), pages 112-122.
    33. Jay R. Corrigan & Andreas C. Drichoutis & Jayson L. Lusk & Rodolfo M. Nayga & Matthew C. Rousu, 2012. "Repeated Rounds with Price Feedback in Experimental Auction Valuation: An Adversarial Collaboration," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 94(1), pages 97-115.
    34. Shengwu Li, 2017. "Obviously Strategy-Proof Mechanisms," American Economic Review, American Economic Association, vol. 107(11), pages 3257-3287, November.
    35. Burnham, Terence C. & Cesarini, David & Johannesson, Magnus & Lichtenstein, Paul & Wallace, Björn, 2009. "Higher cognitive ability is associated with lower entries in a p-beauty contest," Journal of Economic Behavior & Organization, Elsevier, vol. 72(1), pages 171-175, October.
    36. Lawrence M. Ausubel, 2004. "An Efficient Ascending-Bid Auction for Multiple Objects," American Economic Review, American Economic Association, vol. 94(5), pages 1452-1475, December.
    37. Kim, Jinwoo & Che, Yeon-Koo, 2004. "Asymmetric information about rivals' types in standard auctions," Games and Economic Behavior, Elsevier, vol. 46(2), pages 383-397, February.
    38. Bergman, Oscar & Ellingsen, Tore & Johannesson, Magnus & Svensson, Cicek, 2010. "Anchoring and cognitive ability," Economics Letters, Elsevier, vol. 107(1), pages 66-68, April.
    39. James P. Smith & John J. McArdle & Robert Willis, 2010. "Financial Decision Making and Cognition in a Family Context," Economic Journal, Royal Economic Society, vol. 120(548), pages 363-380, November.
    40. Sotiris Georganas & Dan Levin & Peter McGee, 2017. "Optimistic irrationality and overbidding in private value auctions," Experimental Economics, Springer;Economic Science Association, vol. 20(4), pages 772-792, December.
    41. Slonim, Robert & Carlson, James & Bettinger, Eric, 2007. "Possession and discounting behavior," Economics Letters, Elsevier, vol. 97(3), pages 215-221, December.
    42. Charles R. Plott & Kathryn Zeiler, 2005. "The Willingness to Pay–Willingness to Accept Gap, the "Endowment Effect," Subject Misconceptions, and Experimental Procedures for Eliciting Valuations," American Economic Review, American Economic Association, vol. 95(3), pages 530-545, June.
    43. Harrison, Glenn W, 1992. "Theory and Misbehavior of First-Price Auctions: Reply," American Economic Review, American Economic Association, vol. 82(5), pages 1426-1443, December.
    44. Shane Frederick, 2005. "Cognitive Reflection and Decision Making," Journal of Economic Perspectives, American Economic Association, vol. 19(4), pages 25-42, Fall.
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    Cited by:

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    2. Rosato, Antonio & Tymula, Agnieszka A., 2024. "A novel experimental test of truthful bidding in second-price auctions with real objects," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 111(C).
    3. Shraman Banerjee & Swagata Bhattacharjee, 2023. "Virtue of Simplicity in Asymmetric Auctions," Working Papers 2023-01, Shiv Nadar University, Department of Economics.
    4. Brice Corgnet & Cary Deck & Mark DeSantis & David Porter, 2022. "Forecasting Skills in Experimental Markets: Illusion or Reality?," Management Science, INFORMS, vol. 68(7), pages 5216-5232, July.
    5. Daniele Asioli & Adriana Mignani & Frode Alfnes, 2021. "Quick and easy? Respondent evaluations of the Becker–DeGroot–Marschak and multiple price list valuation mechanisms," Agribusiness, John Wiley & Sons, Ltd., vol. 37(2), pages 215-234, April.
    6. Drichoutis, Andreas C. & Nayga, Rodolfo M., 2022. "Game form recognition in preference elicitation, cognitive abilities, and cognitive load," Journal of Economic Behavior & Organization, Elsevier, vol. 193(C), pages 49-65.
    7. Yu Jiang & H. Holly Wang & Shaosheng Jin, 2023. "Mobilising the public to fight poverty using anti‐poverty labels in online food markets: Evidence from a real experimental auction," Journal of Agricultural Economics, Wiley Blackwell, vol. 74(1), pages 168-190, February.
    8. Maurizio Canavari & Andreas C. Drichoutis & Jayson L. Lusk & Rodolfo M. Nayga, Jr., 2018. "How to run an experimental auction: A review of recent advances," Working Papers 2018-5, Agricultural University of Athens, Department Of Agricultural Economics.

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    More about this item

    Keywords

    Cognitive ability; Second price auction; Bid deviation; Overbidding; Laboratory experiment;
    All these keywords.

    JEL classification:

    • C91 - Mathematical and Quantitative Methods - - Design of Experiments - - - Laboratory, Individual Behavior
    • C92 - Mathematical and Quantitative Methods - - Design of Experiments - - - Laboratory, Group Behavior

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