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The importance of intrinsic and extrinsic motivation for measuring IQ

Author

Listed:
  • Borghans, Lex

    (Department of Economics and Research Centre for Education and the Labour Market, Maastricht University)

  • Meijers, Huub

    (UNU-MERIT/MGSoG and Department of Economics, Maastricht University)

  • Weel, Bas ter

    (CPB Netherlands Bureau for Economic Policy Research and Department of Economics, Maastricht University)

Abstract

This research provides an economic model of the way people behave during an IQ test. We distinguish a technology that describes how time investment improves performance from preferences that determine how much time people invest in each question. We disentangle these two elements empirically using data from a laboratory experiment. The main findings are that both intrinsic (questions that people like to work on) and extrinsic motivation (incentive payments) increase time investments and as a result performance. The presence of incentive payments seems to be more important than the size of the reward. Intrinsic and extrinsic motivations turn out to be complements.

Suggested Citation

  • Borghans, Lex & Meijers, Huub & Weel, Bas ter, 2013. "The importance of intrinsic and extrinsic motivation for measuring IQ," MERIT Working Papers 2013-006, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
  • Handle: RePEc:unm:unumer:2013006
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    References listed on IDEAS

    as
    1. Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), 2011. "Handbook of the Economics of Education," Handbook of the Economics of Education, Elsevier, edition 1, volume 4, number 4, June.
    2. Roland G. Fryer, 2011. "Financial Incentives and Student Achievement: Evidence from Randomized Trials," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(4), pages 1755-1798.
    3. Uri Gneezy & Aldo Rustichini, 2000. "Pay Enough or Don't Pay at All," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(3), pages 791-810.
    4. Liu, Liqun & Neilson, William S., 2011. "High scores but low skills," Economics of Education Review, Elsevier, vol. 30(3), pages 507-516, June.
    5. Winters, Marcus A. & Trivitt, Julie R. & Greene, Jay P., 2010. "The impact of high-stakes testing on student proficiency in low-stakes subjects: Evidence from Florida's elementary science exam," Economics of Education Review, Elsevier, vol. 29(1), pages 138-146, February.
    6. Michael Kremer & Edward Miguel & Rebecca Thornton, 2009. "Incentives to Learn," The Review of Economics and Statistics, MIT Press, vol. 91(3), pages 437-456, August.
    7. Lex Borghans & Angela Lee Duckworth & James J. Heckman & Bas ter Weel, 2008. "The Economics and Psychology of Personality Traits," Journal of Human Resources, University of Wisconsin Press, vol. 43(4).
    8. Borghans, L. & Golsteyn, B.H.H. & Heckman, James & Humphries, John Eric, 2011. "Identification problems in personality psychology," Research Memorandum 025, Maastricht University, Maastricht Research School of Economics of Technology and Organization (METEOR).
    9. Eric P. Bettinger, 2012. "Paying to Learn: The Effect of Financial Incentives on Elementary School Test Scores," The Review of Economics and Statistics, MIT Press, vol. 94(3), pages 686-698, August.
    10. Philip Oreopoulos & Daniel Lang & Joshua Angrist, 2009. "Incentives and Services for College Achievement: Evidence from a Randomized Trial," American Economic Journal: Applied Economics, American Economic Association, vol. 1(1), pages 136-163, January.
    11. Flavio Cunha & James J. Heckman & Susanne M. Schennach, 2010. "Estimating the Technology of Cognitive and Noncognitive Skill Formation," Econometrica, Econometric Society, vol. 78(3), pages 883-931, May.
    12. Heckman, James J. & Humphries, John Eric & Mader, Nicholas S., 2011. "The GED," Handbook of the Economics of Education, in: Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), Handbook of the Economics of Education, edition 1, volume 3, chapter 9, pages 423-483, Elsevier.
      • James J. Heckman & John Eric Humphries & Nicholas S. Mader, 2010. "The GED," NBER Working Papers 16064, National Bureau of Economic Research, Inc.
      • Heckman, James J. & Humphries, John Eric & Mader, Nicholas S., 2010. "The GED," IZA Discussion Papers 4975, Institute of Labor Economics (IZA).
    13. James J. Heckman & Jora Stixrud & Sergio Urzua, 2006. "The Effects of Cognitive and Noncognitive Abilities on Labor Market Outcomes and Social Behavior," Journal of Labor Economics, University of Chicago Press, vol. 24(3), pages 411-482, July.
    14. Petra E. Todd & Kenneth I. Wolpin, 2003. "On The Specification and Estimation of The Production Function for Cognitive Achievement," Economic Journal, Royal Economic Society, vol. 113(485), pages 3-33, February.
    15. Carmit Segal, 2006. "Motivation, test scores and economic success," Economics Working Papers 1124, Department of Economics and Business, Universitat Pompeu Fabra, revised Oct 2008.
    16. 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.
    17. Joshua Angrist & Victor Lavy, 2009. "The Effects of High Stakes High School Achievement Awards: Evidence from a Randomized Trial," American Economic Review, American Economic Association, vol. 99(4), pages 1384-1414, September.
    18. Shane Frederick, 2005. "Cognitive Reflection and Decision Making," Journal of Economic Perspectives, American Economic Association, vol. 19(4), pages 25-42, Fall.
    19. Roland G. Fryer, Jr & Tanaya Devi & Richard T. Holden, 2012. "Vertical versus Horizontal Incentives in Education: Evidence from Randomized Trials," NBER Working Papers 17752, National Bureau of Economic Research, Inc.
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    More about this item

    Keywords

    incentives; cognitive test scores;

    JEL classification:

    • J20 - Labor and Demographic Economics - - Demand and Supply of Labor - - - General
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity

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