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A geosimulation model of economic activity for supporting spatial planning and economic policy

Author

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  • Jung Hun Yang
  • Dick Ettema
  • Koen Frenken
  • Frank van Oort
  • Evert-Jan Visser

Abstract

The present paper presents a geosimulation agent-based model of firm development that is based on firms' behavioural rules. The model describes growth, closure, spin-offs and relocation of firms in 21 industrial sectors in the Netherlands, based on a dataset of all individual firms in the Netherlands. An important aspect of the model is the potential interaction that exists between firms, which is represented by various agglomeration indicators. The indicators represent the effect of the distance to other firms, which may have implications fro market potential, agglomeration advantages and congestion/competition. By including positive and negative attraction effects a proper description of concentration and deconcentration tendencies is achieved. The interactions may take place on difference scales, depending on the type of effect (agglomeration advantage, competition for space) and economic sector. The interactions affect growth, closure and spin-off of the individual firms in the model. The model is applied to simulate the distribution of economic development in the Netherlands during a ten year period (1998-2007). The simulation results are then compared to existing 2007 data. This comparison confirms the effectiveness of the model. Simulation carried out with and without various positive and negative agglomeration factors indicate that including agglomeration factors into the model seriously adds to the quality of predictions.

Suggested Citation

  • Jung Hun Yang & Dick Ettema & Koen Frenken & Frank van Oort & Evert-Jan Visser, 2011. "A geosimulation model of economic activity for supporting spatial planning and economic policy," ERSA conference papers ersa10p1016, European Regional Science Association.
    • Handle: RePEc:wiw:wiwrsa:ersa10p1016
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    1. repec:dgr:rugsom:02d31 is not listed on IDEAS
    2. Daniel Griffith & David Wong, 2007. "Modeling population density across major US cities: a polycentric spatial regression approach," Journal of Geographical Systems, Springer, vol. 9(1), pages 53-75, April.
    3. Feldman, Maryann P. & Audretsch, David B., 1999. "Innovation in cities:: Science-based diversity, specialization and localized competition," European Economic Review, Elsevier, vol. 43(2), pages 409-429, February.
    4. Adam B. Jaffe & Manuel Trajtenberg & Rebecca Henderson, 1993. "Geographic Localization of Knowledge Spillovers as Evidenced by Patent Citations," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 577-598.
    5. Keld Laursen & Volker Mahnke & Per Vejrup-Hansen, 1999. "Firm Growth from a Knowledge Structure Perspective," DRUID Working Papers 99-11, DRUID, Copenhagen Business School, Department of Industrial Economics and Strategy/Aalborg University, Department of Business Studies.
    6. Daan P. Van Soest & Shelby Gerking & Frank G. Van Oort, 2006. "Spatial Impacts Of Agglomeration Externalities," Journal of Regional Science, Wiley Blackwell, vol. 46(5), pages 881-899, December.
    7. van Soest, D.P. & Gerking, S.D. & van Oort, F.G., 2002. "Knowledge Externalities, Agglomeration Economies, and Employment Growth in Dutch Cities," Other publications TiSEM d3b82b0f-1b50-4845-98ce-8, Tilburg University, School of Economics and Management.
    8. Glaeser, Edward L & Hedi D. Kallal & Jose A. Scheinkman & Andrei Shleifer, 1992. "Growth in Cities," Journal of Political Economy, University of Chicago Press, vol. 100(6), pages 1126-1152, December.
      • Edward L. Glaeser & Hedi D. Kallal & Jose A. Scheinkman & Andrei Shleifer, 1991. "Growth in Cities," NBER Working Papers 3787, National Bureau of Economic Research, Inc.
      • Glaeser, Edward Ludwig & Kallal, Hedi D. & Scheinkman, Jose A. & Shleifer, Andrei, 1992. "Growth in Cities," Scholarly Articles 3451309, Harvard University Department of Economics.
    9. Gerke J. Hoogstra & Jouke van Dijk, 2004. "Explaining Firm Employment Growth: Does Location Matter?," Small Business Economics, Springer, vol. 22(3_4), pages 179-192, April.
    10. Kelly, Morgan & Hageman, Anya, 1999. "Marshallian Externalities in Innovation," Journal of Economic Growth, Springer, vol. 4(1), pages 39-54, March.
    11. Joris Knoben & Roderik Ponds & Frank van Oort, 2011. "Employment from new firm formation in the Netherlands: Agglomeration economies and the Knowledge Spillover Theory of Entrepreneurship," Entrepreneurship & Regional Development, Taylor & Francis Journals, vol. 23(3-4), pages 135-157, April.
    12. Combes, Pierre-Philippe, 2000. "Economic Structure and Local Growth: France, 1984-1993," Journal of Urban Economics, Elsevier, vol. 47(3), pages 329-355, May.
    13. Frank van Oort & Martijn Burger & Otto Raspe, 2010. "On the Economic Foundation of the Urban Network Paradigm: Spatial Integration, Functional Integration and Economic Complementarities within the Dutch Randstad," Urban Studies, Urban Studies Journal Limited, vol. 47(4), pages 725-748, April.
    14. Jouke van Dijk & Piet H. Pellenbarg, 2000. "Firm relocation decisions in The Netherlands: An ordered logit approach," Papers in Regional Science, Springer;Regional Science Association International, vol. 79(2), pages 191-219.
    15. Aleid E. Brouwer & Ilaria Mariotti & Jos N. van Ommeren, 2004. "The firm relocation decision: An empirical investigation," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 38(2), pages 335-347, June.
    16. Leo van Wissen, 2000. "A micro-simulation model of firms: Applications of concepts of the demography of the firm," Papers in Regional Science, Springer;Regional Science Association International, vol. 79(2), pages 111-134.
    17. Pellenbarg, P.H. & Wissen, L.J.G. van & Dijk, J. van, 2002. "Firm relocation: state of the art and research prospects," Research Report 02D31, University of Groningen, Research Institute SOM (Systems, Organisations and Management).
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