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Use of multi-level self-regulating agents to evaluate the impact of innovation policy for the agro-food sector in the Region of Puglia, Italy

Author

Listed:
  • Dimitri Gagliardi
  • Francesco Niglia
  • Cinzia Battistella

Abstract

This work aims at exploring the possibilities offered by agent-base modelling techniques in evaluating the outreaching effects of innovation policy measures. This aim is accomplished by modelling and simulating the organisations’ and systems’ reactions to the introduction of alternative set innovation policy strategies in the Agro-food sector of the Puglia region (Italy). The policy measures selected for this exercise are inspired by the innovation policy documents of the Regional Government in particular the Programme for Rural Development (2007 – 2013) and regard the promotion of organic agriculture and OGM-free cultivar; the introduction of a zero-food-miles strategy and new regulations and controls to prevent food adulterations. In order to validate and showcase our agent-based model as a policy impact assessment tool, the paper presents the results of the simulations of three scenarios of intervention. This research intends to provide researchers and policy makers with an additional tool to inform the decision-making process especially in the phase of setting policy objectives and designing new policy measures and strategies.

Suggested Citation

  • Dimitri Gagliardi & Francesco Niglia & Cinzia Battistella, 2012. "Use of multi-level self-regulating agents to evaluate the impact of innovation policy for the agro-food sector in the Region of Puglia, Italy," Openloc Working Papers 1205, Public policies and local development.
    • Handle: RePEc:trn:utwpol:1205
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    1. Etzkowitz, Henry & Leydesdorff, Loet, 2000. "The dynamics of innovation: from National Systems and "Mode 2" to a Triple Helix of university-industry-government relations," Research Policy, Elsevier, vol. 29(2), pages 109-123, February.
    2. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    3. Giuseppe Pennisi & Pasquale L. Scandizzo, 2006. "Economic Evaluation in the age of Uncertainty," CEIS Research Paper 86, Tor Vergata University, CEIS.
    4. Gene M. Grossman & Elhanan Helpman, 1991. "Quality Ladders in the Theory of Growth," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(1), pages 43-61.
    5. Patrick Llerena & Mireille Matt, 2005. "Innovation Policy in a Knowledge-Based Economy : Theory and Practice," Post-Print hal-00279610, HAL.
    6. Francesco Niglia & Dimitri Gagliardi & Cinzia Battistella, 2012. "Exploring the Impact of Innovation Policies in Economic Environments with Self-Regulating Agents in Multi-level Complex Systems," Springer Books, in: Marco De Marco & Dov Te'eni & Valentina Albano & Stefano Za (ed.), Information Systems: Crossroads for Organization, Management, Accounting and Engineering, edition 127, pages 67-76, Springer.
    7. Yock Y. Chong & David F. Hendry, 1986. "Econometric Evaluation of Linear Macro-Economic Models," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 53(4), pages 671-690.
    8. Berger, Thomas, 2001. "Agent-based spatial models applied to agriculture: a simulation tool for technology diffusion, resource use changes and policy analysis," Agricultural Economics, Blackwell, vol. 25(2-3), pages 245-260, September.
    9. James Stanley Metcalfe, 2005. "Systems Failure and the Case for Innovation Policy," Springer Books, in: Patrick Llerena & Mireille Matt (ed.), Innovation Policy in a Knowledge-Based Economy, chapter 2, pages 47-74, Springer.
    10. J. Doyne Farmer & Duncan Foley, 2009. "The economy needs agent-based modelling," Nature, Nature, vol. 460(7256), pages 685-686, August.
    11. Simona Cantono & Gerald Silverberg, 2008. "A percolation model of eco-innovation diffusion: the relationship between diffusion, learning economies and subsidies," MERIT Working Papers 2008-025, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    12. Dosi, Giovanni, 1993. "Technological paradigms and technological trajectories : A suggested interpretation of the determinants and directions of technical change," Research Policy, Elsevier, vol. 22(2), pages 102-103, April.
    13. Patrick Llerena & Mireille Matt (ed.), 2005. "Innovation Policy in a Knowledge-Based Economy," Springer Books, Springer, number 978-3-540-26452-1, June.
    14. Happe, Kathrin & Kellermann, Konrad & Balmann, Alfons, 2006. "Agent-based analysis of agricultural policies: An illustration of the agricultural policy simulator AgriPoliS, its adaptation and behavior," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 11(1).
    15. Stan Metcalfe, "undated". "Capitalism and evolution," Openloc Working Papers 1201, Public policies and local development.
    16. Maria Angeles Diez, 2001. "The Evaluation of Regional Innovation and Cluster Policies: Towards a Participatory Approach," European Planning Studies, Taylor & Francis Journals, vol. 9(7), pages 907-923, October.
    17. Susan Owens & Tim Rayner & Olivia Bina, 2004. "New Agendas for Appraisal: Reflections on Theory, Practice, and Research," Environment and Planning A, , vol. 36(11), pages 1943-1959, November.
    18. Georghiou, Luke & Roessner, David, 2000. "Evaluating technology programs: tools and methods," Research Policy, Elsevier, vol. 29(4-5), pages 657-678, April.
    19. 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.
    20. Arthur, W. Brian, 2006. "Out-of-Equilibrium Economics and Agent-Based Modeling," Handbook of Computational Economics, in: Leigh Tesfatsion & Kenneth L. Judd (ed.), Handbook of Computational Economics, edition 1, volume 2, chapter 32, pages 1551-1564, Elsevier.
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    More about this item

    Keywords

    complex systems dynamics; agent-based modeling; innovation policy; agro-food sector; BDI; JADEX;
    All these keywords.

    JEL classification:

    • O30 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - General
    • O38 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Government Policy

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