IDEAS home Printed from https://ideas.repec.org/a/oup/rseval/v24y2015i3p293-311..html
   My bibliography  Save this article

Policy simulation of firms’ cooperation in innovation

Author

Listed:
  • Almas Heshmati
  • Flávio Lenz-Cesar

Abstract

This study utilizes an agent-based simulation model to conduct a public policy simulation of firms’ networking and cooperation in innovation. The simulation game tests the differences in sector responses to internal and external changes, including cross-sector spillovers, when applying three different policy strategies to promote cooperation in innovation. The public policy strategies include clustering to develop certain industries, incentives to encourage cooperative research and development (R&D), and spin-off policies to foster entrepreneurship among R&D personnel. These policies are compared to a ‘no-policy’ alternative, which serves as a benchmark to verify the gains (or loses) in the number of firms cooperating and networking. The simulation model defines firms’ behavior according to empirical findings from an analysis of determinants of the firms’ participation in cooperation in innovation with other organizations using a Korean Innovation Survey. The exercise indicates possible appropriate policy strategies that can be applied depending on the target industries. We have applied a few examples and showed how the results may be interpreted. Agent-based models are found to have a great potential in decision-support systems for policy makers.

Suggested Citation

  • Almas Heshmati & Flávio Lenz-Cesar, 2015. "Policy simulation of firms’ cooperation in innovation," Research Evaluation, Oxford University Press, vol. 24(3), pages 293-311.
  • Handle: RePEc:oup:rseval:v:24:y:2015:i:3:p:293-311.
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1093/reseval/rvv011
    Download Restriction: Access to full text is restricted to subscribers.
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. d'Aspremont, Claude & Jacquemin, Alexis, 1988. "Cooperative and Noncooperative R&D in Duopoly with Spillovers," American Economic Review, American Economic Association, vol. 78(5), pages 1133-1137, December.
    2. David J. Teece, 2003. "Competition, Cooperation, and Innovation Organizational Arrangements for Regimes of Rapid Technological Progress," World Scientific Book Chapters, in: Essays In Technology Management And Policy Selected Papers of David J Teece, chapter 16, pages 447-474, World Scientific Publishing Co. Pte. Ltd..
    3. Abdelillah HAMDOUCH, 2008. "Conceptualizing innovation clusters and networks," Working Papers 3, Réseau de Recherche sur l’Innovation. / Research Network on Innovation.
    4. Bernhard Dachs & Bernd Ebersberger & Andreas Pyka, 2004. "Why do Firms Co-operate for Innovation? - A comparison of Austrian and Finnish CIS 3 results," Discussion Paper Series 255, Universitaet Augsburg, Institute for Economics.
    5. Matteo Richiardi & Roberto Leombruni & Nicole J. Saam & Michele Sonnessa, 2006. "A Common Protocol for Agent-Based Social Simulation," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 9(1), pages 1-15.
    6. Elsie L. Echeverri-Carroll & William Brennan, 1999. "Are Innovation Networks Bounded by Proximity?," Advances in Spatial Science, in: Manfred M. Fischer & Luis Suarez-Villa & Michael Steiner (ed.), Innovation, Networks and Localities, chapter 3, pages 28-49, Springer.
    7. Elsner, Wolfram & Heinrich, Torsten & Schwardt, Henning, 2014. "The Microeconomics of Complex Economies," Elsevier Monographs, Elsevier, edition 1, number 9780124115859.
    8. Sakakibara, Mariko, 2001. "Cooperative research and development: who participates and in which industries do projects take place?," Research Policy, Elsevier, vol. 30(7), pages 993-1018, August.
    9. Tesfatsion, Leigh, 2001. "Introduction to the special issue on agent-based computational economics," Journal of Economic Dynamics and Control, Elsevier, vol. 25(3-4), pages 281-293, March.
    10. Belderbos, Rene & Carree, Martin & Lokshin, Boris, 2004. "Cooperative R&D and firm performance," Research Policy, Elsevier, vol. 33(10), pages 1477-1492, December.
    11. Bruno Cassiman & Reinhilde Veugelers, 2002. "R&D Cooperation and Spillovers: Some Empirical Evidence from Belgium," American Economic Review, American Economic Association, vol. 92(4), pages 1169-1184, September.
    12. Alan Kirman, 2004. "Economics And Complexity," World Scientific Book Chapters, in: Roberto Leombruni & Matteo Richiardi (ed.), Industry And Labor Dynamics The Agent-Based Computational Economics Approach, chapter 2, pages 3-21, World Scientific Publishing Co. Pte. Ltd..
    13. Jon Sigurdson, 1998. "Industry and State Partnership: The Historical Role of Theengineering Research Associations in Japan," Industry and Innovation, Taylor & Francis Journals, vol. 5(2), pages 209-241.
    14. Belderbos, Rene & Carree, Martin & Diederen, Bert & Lokshin, Boris & Veugelers, Reinhilde, 2004. "Heterogeneity in R&D cooperation strategies," International Journal of Industrial Organization, Elsevier, vol. 22(8-9), pages 1237-1263, November.
    15. Flávio Lenz-Cesar & Almas Heshmati, 2012. "An econometric approach to identify determinants of cooperation for innovation among firms," Applied Economics Letters, Taylor & Francis Journals, vol. 19(3), pages 227-235, February.
    16. Belderbos, Rene & Carree, Martin & Lokshin, Boris, 2004. "Cooperative R&D and firm performance," Research Policy, Elsevier, vol. 33(10), pages 1477-1492, December.
    17. Piergiuseppe Morone & Richard Taylor, 2012. "Proximity, knowledge integration and innovation: an agenda for agent-based studies," Journal of Evolutionary Economics, Springer, vol. 22(1), pages 19-47, January.
    18. Child, John & Faulkner, David & Tallman, Stephen, 2005. "Cooperative Strategy: Managing Alliances, Networks, and Joint Ventures," OUP Catalogue, Oxford University Press, edition 2, number 9780199266258.
    19. Nigel Gilbert & Andreas Pyka & Petra Ahrweiler, 2001. "Innovation Networks - a Simulation Approach," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 4(3), pages 1-8.
    20. Albino, Vito & Carbonara, Nunzia & Giannoccaro, Ilaria, 2006. "Innovation in industrial districts: An agent-based simulation model," International Journal of Production Economics, Elsevier, vol. 104(1), pages 30-45, November.
    21. Miotti, Luis & Sachwald, Frederique, 2003. "Co-operative R&D: why and with whom?: An integrated framework of analysis," Research Policy, Elsevier, vol. 32(8), pages 1481-1499, September.
    22. Bayona, Cristina & Garcia-Marco, Teresa & Huerta, Emilio, 2001. "Firms' motivations for cooperative R&D: an empirical analysis of Spanish firms," Research Policy, Elsevier, vol. 30(8), pages 1289-1307, October.
    23. A. Pyka & G. Fagiolo, 2007. "Agent-based Modelling: A Methodology for Neo-Schumpetarian Economics," Chapters, in: Horst Hanusch & Andreas Pyka (ed.), Elgar Companion to Neo-Schumpeterian Economics, chapter 29, Edward Elgar Publishing.
    24. Matteo Richiardi, 2007. "Agent-based Computational Economics. A Short Introduction," LABORatorio R. Revelli Working Papers Series 69, LABORatorio R. Revelli, Centre for Employment Studies.
    25. Giorgio Fagiolo & Alessio Moneta & Paul Windrum, 2007. "A Critical Guide to Empirical Validation of Agent-Based Models in Economics: Methodologies, Procedures, and Open Problems," Computational Economics, Springer;Society for Computational Economics, vol. 30(3), pages 195-226, October.
    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. Heshmati, Almas & Lenz-Cesar, Flávio, 2013. "Determinants and Policy Simulation of Firms Cooperation in Innovation," IZA Discussion Papers 7487, Institute of Labor Economics (IZA).
    2. Flavio Lenz-Cesar & Almas Heshmati, 2010. "Agent-based Simulation of Cooperative Innovation," TEMEP Discussion Papers 201052, Seoul National University; Technology Management, Economics, and Policy Program (TEMEP), revised Jan 2010.
    3. Flavio Lenz-Cesar & Almas Heshmati, 2009. "Determinants of Firms Cooperation in Innovation," TEMEP Discussion Papers 200927, Seoul National University; Technology Management, Economics, and Policy Program (TEMEP), revised Nov 2009.
    4. Carboni, Oliviero A., 2013. "Heterogeneity in R&D collaboration: An empirical investigation," Structural Change and Economic Dynamics, Elsevier, vol. 25(C), pages 48-59.
    5. Spyros Arvanitis, 2009. "How do different motives for R&D cooperation affect firm performance?," KOF Working papers 09-233, KOF Swiss Economic Institute, ETH Zurich.
    6. Faria, Pedro & Schmidt, Tobias, 2007. "International cooperation on innovation: empirical evidence for German and Portuguese firms," Discussion Paper Series 1: Economic Studies 2007,30, Deutsche Bundesbank.
    7. Carboni, Oliviero A., 2012. "An empirical investigation of the determinants of R&D cooperation: An application of the inverse hyperbolic sine transformation," Research in Economics, Elsevier, vol. 66(2), pages 131-141.
    8. Sánchez-González, Gloria & González-Álvarez, Nuria & Nieto, Mariano, 2009. "Sticky information and heterogeneous needs as determining factors of R&D cooperation with customers," Research Policy, Elsevier, vol. 38(10), pages 1590-1603, December.
    9. Erika Raquel Badillo & Rosina Moreno, 2014. "“Are R&D collaborative agreements persistent at the firm level? Empirical evidence for the Spanish case”," IREA Working Papers 201410, University of Barcelona, Research Institute of Applied Economics, revised Mar 2014.
    10. Otello Ardovino & Luca Pennacchio & Giuseppe Piroli, 2013. "Cooperazione in ricerca e sviluppo e attivit? innovativa delle imprese: un?analisi empirica della realt? italiana," STUDI ECONOMICI, FrancoAngeli Editore, vol. 2013(109), pages 68-98.
    11. de Faria, Pedro & Lima, Francisco & Santos, Rui, 2010. "Cooperation in innovation activities: The importance of partners," Research Policy, Elsevier, vol. 39(8), pages 1082-1092, October.
    12. Edwards-Schachter, Mónica & Anlló, Guillermo & Castro-Martínez, Elena & Sánchez-Barrioluengo, Mabel & Fernández De Lucio, Ignacio, 2012. "Motives for inter-firm cooperation on R&D and innovation: empirical evidence from Argentine and Spain," INGENIO (CSIC-UPV) Working Paper Series 201204, INGENIO (CSIC-UPV), revised 04 Jun 2012.
    13. Manuela Gussoni, 2009. "The determinants of inter-firms R&D cooperation and partner selection. A literature overview," Discussion Papers 2009/86, Dipartimento di Economia e Management (DEM), University of Pisa, Pisa, Italy.
    14. Amoroso, S., 2013. "Heterogeneity of innovative, collaborative, and productive firm-level processes," Other publications TiSEM f5784a49-7053-401d-855d-1, Tilburg University, School of Economics and Management.
    15. Bernal, Pilar & Carree, Martin & Lokshin, Boris, 2022. "Knowledge spillovers, R&D partnerships and innovation performance," Technovation, Elsevier, vol. 115(C).
    16. Segarra-Blasco, Agusti­ & Arauzo-Carod, Josep-Maria, 2008. "Sources of innovation and industry-university interaction: Evidence from Spanish firms," Research Policy, Elsevier, vol. 37(8), pages 1283-1295, September.
    17. Thomas Bolli & Martin Woerter, 2013. "Competition and R&D cooperation with universities and competitors," The Journal of Technology Transfer, Springer, vol. 38(6), pages 768-787, December.
    18. Santamaría Sánchez, Luis & Nieto Sánchez, María Jesús, 2005. "Novelty of product innovation : the role of different networks," DEE - Working Papers. Business Economics. WB wb056516, Universidad Carlos III de Madrid. Departamento de Economía de la Empresa.
    19. Song, Jian & Chutani, Anshuman & Dolgui, Alexandre & Liang, Liang, 2021. "Dynamic innovation and pricing decisions in a supply-Chain," Omega, Elsevier, vol. 103(C).
    20. Annalisa Caloffi & Marco Mariani & Fabrizia Mealli, 2013. "What kinds of R&D consortia enhance SMEs productivity? Evidence from a small-business innovation policy," "Marco Fanno" Working Papers 0172, Dipartimento di Scienze Economiche "Marco Fanno".

    More about this item

    JEL classification:

    • C15 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Statistical Simulation Methods: General
    • C71 - Mathematical and Quantitative Methods - - Game Theory and Bargaining Theory - - - Cooperative Games
    • D21 - Microeconomics - - Production and Organizations - - - Firm Behavior: Theory
    • D85 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Network Formation
    • L20 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - General
    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives

    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:oup:rseval:v:24:y:2015:i:3:p:293-311.. 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: Oxford University Press (email available below). General contact details of provider: https://academic.oup.com/rev .

    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.