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Target-the-Two: a lab-in-the-field experiment on routinization

Author

Listed:
  • Giuseppe Attanasi

    (Sapienza University of Rome
    Université Côte d’Azur)

  • Massimo Egidi

    (LUISS University)

  • Elena Manzoni

    (University of Bergamo)

Abstract

The paper investigates the cognitive determinants of routinization and creativity by means of a lab-in-the-field experiment run at the 20th edition of a mass gathering festival in Italy (“La Notte della Taranta”). Subjects play repeatedly the puzzle version of the Target-The-Two game (32 hands). In hands 1-16, the strategy that is optimal given the card distribution is always the same and it is the easiest to be discovered. Conversely, in hands 17-32, subjects are exposed to games where the optimal contextual strategy may differ from the one with which they have been made familiar. We investigate whether and how, in hands 17-32, subjects remain routinized on the familiar strategy, or creatively choose a different one. We define as “experts” those subjects who played the optimal contextual strategy in the overwhelming majority of hands 1-16. In hands 17-32, we find several subjects playing the familiar strategy even when it is not the optimal one, regardless of whether they are experts or not. This shows that routinization is deep-rooted in the cognitive individual process. Furthermore, routinization pays off only for inexpert subjects: creative inexpert subjects are slower and they fail to find the optimal contextual strategy in several hands. Among expert subjects instead, creative subjects, although still slower, need less moves than routinized ones to find the optimal contextual strategy.

Suggested Citation

  • Giuseppe Attanasi & Massimo Egidi & Elena Manzoni, 2023. "Target-the-Two: a lab-in-the-field experiment on routinization," Journal of Evolutionary Economics, Springer, vol. 33(1), pages 1-33, January.
  • Handle: RePEc:spr:joevec:v:33:y:2023:i:1:d:10.1007_s00191-022-00795-2
    DOI: 10.1007/s00191-022-00795-2
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    1. Attanasi, Giuseppe & Casoria, Fortuna & Centorrino, Samuele & Urso, Giulia, 2013. "Cultural investment, local development and instantaneous social capital: A case study of a gathering festival in the South of Italy," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 47(C), pages 228-247.
    2. Alexis Garapin & Michel Hollard, 1999. "Routines and incentives in group tasks," Journal of Evolutionary Economics, Springer, vol. 9(4), pages 465-486.
    3. Giuseppe Attanasi & Michela Chessa & Sara Gil-Gallen & Patrick Llerena, 2021. "A survey on experimental elicitation of creativity in economics," Revue d'économie industrielle, De Boeck Université, vol. 0(2), pages 273-324.
    4. Glenn W. Harrison & John A. List, 2004. "Field Experiments," Journal of Economic Literature, American Economic Association, vol. 42(4), pages 1009-1055, December.
    5. Egidi, Massimo & Narduzzo, Alessandro, 1997. "The emergence of path-dependent behaviors in cooperative contexts," International Journal of Industrial Organization, Elsevier, vol. 15(6), pages 677-709, October.
    6. Glenn W. Harrison & Morten I. Lau & Melonie B. Williams, 2002. "Estimating Individual Discount Rates in Denmark: A Field Experiment," American Economic Review, American Economic Association, vol. 92(5), pages 1606-1617, December.
    7. Uri Gneezy & Aldo Rustichini, 2004. "Gender and Competition at a Young Age," American Economic Review, American Economic Association, vol. 94(2), pages 377-381, May.
    8. Katharina Eckartz & Oliver Kirchkamp & Daniel Schunk, 2012. "How do Incentives Affect Creativity?," CESifo Working Paper Series 4049, CESifo.
    9. Brüggemann, Julia & Crosetto, Paolo & Meub, Lukas & Bizer, Kilian, 2016. "Intellectual property rights hinder sequential innovation. Experimental evidence," Research Policy, Elsevier, vol. 45(10), pages 2054-2068.
    10. Charness, Gary & Gneezy, Uri & Imas, Alex, 2013. "Experimental methods: Eliciting risk preferences," Journal of Economic Behavior & Organization, Elsevier, vol. 87(C), pages 43-51.
    11. Julia Brüggemann & Paolo Crosetto & Lukas Meub & Kilian Bizer, 2016. "Intellectual property rights hinder sequential innovation: experimental evidence," Post-Print hal-01997135, HAL.
    12. Giuseppe Attanasi & Francesco Passarelli & Giulia Urso & Hana Cosic, 2019. "Privatization of a Tourism Event: Do Attendees Perceive it as a Risky Cultural Lottery?," Sustainability, MDPI, vol. 11(9), pages 1-16, May.
    13. Dan Ariely & Uri Gneezy & George Loewenstein & Nina Mazar, 2009. "Large Stakes and Big Mistakes," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 76(2), pages 451-469.
    14. Irene Maria Buso & Daniela Di Cagno & Lorenzo Ferrari & Vittorio Larocca & Luisa Lorè & Francesca Marazzi & Luca Panaccione & Lorenzo Spadoni, 2021. "Lab-like findings from online experiments," Journal of the Economic Science Association, Springer;Economic Science Association, vol. 7(2), pages 184-193, December.
    15. James G. March, 1991. "Exploration and Exploitation in Organizational Learning," Organization Science, INFORMS, vol. 2(1), pages 71-87, February.
    16. Jutta Wollersheim & Koen H. Heimeriks, 2016. "Dynamic Capabilities and Their Characteristic Qualities: Insights from a Lab Experiment," Organization Science, INFORMS, vol. 27(2), pages 233-248, April.
    17. Markus C. Becker, 2004. "Organizational routines: a review of the literature," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 13(4), pages 643-678, August.
    18. Giuseppe Attanasi & Stefania Bortolotti & Simona Cicognani & Antonio Filippin, 2017. "The drunk side of trust: Social capital generation at gathering events," Working Papers of BETA 2017-21, Bureau d'Economie Théorique et Appliquée, UDS, Strasbourg.
    19. Gary Charness & Daniela Grieco, 2019. "Creativity and Incentives," Journal of the European Economic Association, European Economic Association, vol. 17(2), pages 454-496.
    20. Maurizio Zollo & Sidney G. Winter, 2002. "Deliberate Learning and the Evolution of Dynamic Capabilities," Organization Science, INFORMS, vol. 13(3), pages 339-351, June.
    21. Michael D. Cohen & Paul Bacdayan, 1994. "Organizational Routines Are Stored as Procedural Memory: Evidence from a Laboratory Study," Organization Science, INFORMS, vol. 5(4), pages 554-568, November.
    22. Uri Gneezy & Muriel Niederle & Aldo Rustichini, 2003. "Performance in Competitive Environments: Gender Differences," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(3), pages 1049-1074.
    23. Markus C. Becker, 2004. "Organizational routines : a review of the literature," Post-Print hal-00279010, HAL.
    24. Buso, Irene Maria & De Caprariis, Sofia & Di Cagno, Daniela & Ferrari, Lorenzo & Larocca, Vittorio & Marazzi, Francesca & Panaccione, Luca & Spadoni, Lorenzo, 2020. "The effects of COVID-19 lockdown on fairness and cooperation: Evidence from a lablike experiment," Economics Letters, Elsevier, vol. 196(C).
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    More about this item

    Keywords

    Creativity; Routinization; Target-The-Two game; Lab-in-the-field experiment;
    All these keywords.

    JEL classification:

    • C93 - Mathematical and Quantitative Methods - - Design of Experiments - - - Field Experiments
    • D91 - Microeconomics - - Micro-Based Behavioral Economics - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making
    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives

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