IDEAS home Printed from https://ideas.repec.org/p/sru/ssewps/138.html
   My bibliography  Save this paper

The Structure and Evolution of Industrial Clusters: Transactions, Technology and Knowledge Spillovers

Author

Abstract

In this paper we investigate the relationship between location patterns, innovation processes and industrial clusters. In order to do this we extend a transactions costs-based classification of industrial clusters into a knowledge-based taxonomy of clusters, along the lines suggested by a critical revision of the main assumptions underlying most of the existing literature on spatially defined clusters. Our arguments show that the transactions costs approach and the innovation and technological change framework are broadly consistent, and that real insights into the microfoundations, nature, and evolution of clusters can be provided by these classification systems.

Suggested Citation

  • Simona Iammarino & Philip McCann, 2006. "The Structure and Evolution of Industrial Clusters: Transactions, Technology and Knowledge Spillovers," SPRU Working Paper Series 138, SPRU - Science Policy Research Unit, University of Sussex Business School.
  • Handle: RePEc:sru:ssewps:138
    as

    Download full text from publisher

    File URL: http://www.sussex.ac.uk/spru/documents/sewp_138.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Ron A. Boschma & Jan G. Lambooy, 1999. "Evolutionary economics and economic geography," Journal of Evolutionary Economics, Springer, vol. 9(4), pages 411-429.
    2. McCann, Philip, 2001. "Urban and Regional Economics," OUP Catalogue, Oxford University Press, number 9780198776451.
    3. Arita, Tomokazu & McCann, Philip, 2002. "The spatial and hierarchical organization of Japanese and US multinational semiconductor firms," Journal of International Management, Elsevier, vol. 8(1), pages 121-139.
    4. Tomokazu Arita & Philip McCann, 2001. "“The Location of Technological Innovations within the Japanese Semiconductor Industry”," ERSA conference papers ersa01p256, European Regional Science Association.
    5. Leon N. Moses, 1958. "Location and the Theory of Production," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 72(2), pages 259-272.
    6. Paul Krugman & Anthony J. Venables, 1995. "Globalization and the Inequality of Nations," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(4), pages 857-880.
    7. Audretsch, David B, 1997. "Technological Regimes, Industrial Demography and the Evolution of Industrial Structures," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 6(1), pages 49-82.
    8. Michael Porter, 2003. "The Economic Performance of Regions," Regional Studies, Taylor & Francis Journals, vol. 37(6-7), pages 549-578.
    9. Fagerberg, Jan, 1987. "A technology gap approach to why growth rates differ," Research Policy, Elsevier, vol. 16(2-4), pages 87-99, August.
    10. Michael Storper & Anthony J. Venables, 2004. "Buzz: face-to-face contact and the urban economy," Journal of Economic Geography, Oxford University Press, vol. 4(4), pages 351-370, August.
    11. 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.
    12. Zoltan J. Acs & Henri L. F. Groot & Peter Nijkamp (ed.), 2002. "The Emergence of the Knowledge Economy," Advances in Spatial Science, Springer, number 978-3-540-24823-1, February.
    13. Cooke, Philip & Gomez Uranga, Mikel & Etxebarria, Goio, 1997. "Regional innovation systems: Institutional and organisational dimensions," Research Policy, Elsevier, vol. 26(4-5), pages 475-491, December.
    14. Paolo Guerrieri & Simona Iammarino & Carlo Pietrobelli (ed.), 2001. "The Global Challenge to Industrial Districts," Books, Edward Elgar Publishing, number 2422.
    15. John Seely Brown & Paul Duguid, 2001. "Knowledge and Organization: A Social-Practice Perspective," Organization Science, INFORMS, vol. 12(2), pages 198-213, April.
    16. Philippe Martin & Gianmarco I.P. Ottaviano, 2021. "Growing locations: Industry location in a model of endogenous growth," World Scientific Book Chapters, in: Firms and Workers in a Globalized World Larger Markets, Tougher Competition, chapter 1, pages 3-24, World Scientific Publishing Co. Pte. Ltd..
    17. Gilles Duranton & Diego Puga, 2001. "Nursery Cities: Urban Diversity, Process Innovation, and the Life Cycle of Products," American Economic Review, American Economic Association, vol. 91(5), pages 1454-1477, December.
    18. McCann, Philip & Arita, Tomokazu & Gordon, Ian R., 2002. "Industrial clusters, transactions costs and the institutional determinants of MNE location behaviour," International Business Review, Elsevier, vol. 11(6), pages 647-663, December.
    19. Archibugi, Daniele & Cesaratto, Sergio & Sirilli, Giorgio, 1991. "Sources of innovative activities and industrial organization in Italy," Research Policy, Elsevier, vol. 20(4), pages 299-313, August.
    20. Kurt Dopfer & John Foster & Jason Potts, 2004. "Micro-meso-macro," Journal of Evolutionary Economics, Springer, vol. 14(3), pages 263-279, July.
    21. Swann, Peter & Prevezer, Martha, 1996. "A comparison of the dynamics of industrial clustering in computing and biotechnology," Research Policy, Elsevier, vol. 25(7), pages 1139-1157, October.
    22. Krugman, Paul, 1991. "Increasing Returns and Economic Geography," Journal of Political Economy, University of Chicago Press, vol. 99(3), pages 483-499, June.
    23. 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.
    24. Gerry Boucher & Cheryl Conway & Els Van Der Meer, 2003. "Tiers of Engagement by Universities in their Region's Development," Regional Studies, Taylor & Francis Journals, vol. 37(9), pages 887-897.
    25. Gaspar, Jess & Glaeser, Edward L., 1998. "Information Technology and the Future of Cities," Journal of Urban Economics, Elsevier, vol. 43(1), pages 136-156, January.
    26. Abramovitz, Moses, 1986. "Catching Up, Forging Ahead, and Falling Behind," The Journal of Economic History, Cambridge University Press, vol. 46(2), pages 385-406, June.
    27. Winter, Sidney G, 1988. "On Coase, Competence, and the Corporation," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 4(1), pages 163-180, Spring.
    28. Anthony Arundel & Aldo Geuna, 2004. "Proximity and the use of public science by innovative European firms," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 13(6), pages 559-580.
    29. Arora, Ashish & Gambardella, Alfonso, 1994. "The changing technology of technological change: general and abstract knowledge and the division of innovative labour," Research Policy, Elsevier, vol. 23(5), pages 523-532, September.
    30. Jaffe, Adam B., 1989. "Characterizing the "technological position" of firms, with application to quantifying technological opportunity and research spillovers," Research Policy, Elsevier, vol. 18(2), pages 87-97, April.
    31. Cooke, Philip, 2001. "Regional Innovation Systems, Clusters, and the Knowledge Economy," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 10(4), pages 945-974, December.
    32. Eric von Hippel, 1994. ""Sticky Information" and the Locus of Problem Solving: Implications for Innovation," Management Science, INFORMS, vol. 40(4), pages 429-439, April.
    33. Corinne Autant-Bernard & Vincent Mangematin & Nadine Massard, 2004. "Creation and Growth of High-Tech SMEs: The Role of the Local Environment," Chapters, in: Maureen McKelvey & Annika Rickne & Jens Laage-Hellman (ed.), The Economic Dynamics of Modern Biotechnology, chapter 13, Edward Elgar Publishing.
    34. Breschi, Stefano & Lissoni, Francesco, 2001. "Knowledge Spillovers and Local Innovation Systems: A Critical Survey," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 10(4), pages 975-1005, December.
    35. Ian R. Gordon & Philip McCann, 2005. "Innovation, agglomeration, and regional development," Journal of Economic Geography, Oxford University Press, vol. 5(5), pages 523-543, October.
    36. Sternberg, Rolf G., 1996. "Government R & D expenditure and space: empirical evidence from five industrialized countries," Research Policy, Elsevier, vol. 25(5), pages 741-758, August.
    37. Edward L. Glaeser, 1998. "Are Cities Dying?," Journal of Economic Perspectives, American Economic Association, vol. 12(2), pages 139-160, Spring.
    38. Maryann Feldman, 1999. "The New Economics Of Innovation, Spillovers And Agglomeration: Areview Of Empirical Studies," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 8(1-2), pages 5-25.
    39. Jan G. Lambooy & Ron A. Boschma, 2001. "Evolutionary economics and regional policy," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 35(1), pages 113-131.
    40. Tomokazu Arita & Philip McCann, 2002. "The Location of Technological Innovations within the Japanese Semiconductor Industry," Advances in Spatial Science, in: Zoltan J. Acs & Henri L. F. Groot & Peter Nijkamp (ed.), The Emergence of the Knowledge Economy, chapter 16, pages 321-344, Springer.
    41. Daniele Archibugi, 2001. "Pavitt'S Taxonomy Sixteen Years On: A Review Article," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 10(5), pages 415-425.
    42. Ron Martin & Peter Sunley, 2003. "Deconstructing clusters: chaotic concept or policy panacea?," Journal of Economic Geography, Oxford University Press, vol. 3(1), pages 5-35, January.
    43. Schwerin, Joachim & Werker, Claudia, 2003. "Learning innovation policy based on historical experience," Structural Change and Economic Dynamics, Elsevier, vol. 14(4), pages 385-404, December.
    44. Audretsch, David B, 1998. "Agglomeration and the Location of Innovative Activity," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 14(2), pages 18-29, Summer.
    45. d'Aspremont, Claude & Bhattacharya, Sudipto & Gerard-Varet, Louis-Andre, 1998. "Knowledge as a public good: efficient sharing and incentives for development effort," Journal of Mathematical Economics, Elsevier, vol. 30(4), pages 389-404, November.
    46. Harald Bathelt & Andersand Malmberg & Peter Maskell, 2002. "Clusters and Knowledge Local Buzz, Global Pipelines and the Process of Knowledge Creation," DRUID Working Papers 02-12, DRUID, Copenhagen Business School, Department of Industrial Economics and Strategy/Aalborg University, Department of Business Studies.
    47. George A. Akerlof, 1970. "The Market for "Lemons": Quality Uncertainty and the Market Mechanism," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 84(3), pages 488-500.
    48. Philip McCann, 1995. "Rethinking the Economics of Location and Agglomeration," Urban Studies, Urban Studies Journal Limited, vol. 32(3), pages 563-577, April.
    49. Orietta Marsili, 2001. "The Anatomy and Evolution of Industries," Books, Edward Elgar Publishing, number 2272.
    50. Giulio Bottazzi & Giorgio Fagiolo & Giovanni Dosi, 2002. "Mapping Sectoral Patterns of Technological Accumulation into the Geography of Corporate Locations. A Simple Model and Some Promising Evidence," LEM Papers Series 2002/21, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    51. Philip McCann & Daniel Shefer, 2003. "Location, agglomeration and infrastructure," Papers in Regional Science, Springer;Regional Science Association International, vol. 83(1), pages 177-196, October.
    52. Henderson, Vernon & Kuncoro, Ari & Turner, Matt, 1995. "Industrial Development in Cities," Journal of Political Economy, University of Chicago Press, vol. 103(5), pages 1067-1090, October.
    53. Pavitt, Keith, 1984. "Sectoral patterns of technical change: Towards a taxonomy and a theory," Research Policy, Elsevier, vol. 13(6), pages 343-373, December.
    54. Richard R. Nelson, 1991. "Why do firms differ, and how does it matter?," Strategic Management Journal, Wiley Blackwell, vol. 12(S2), pages 61-74, December.
    55. Tomokazu Arita & Philip McCann, 2000. "Industrial alliances and firm location behaviour: some evidence from the US semiconductor industry," Applied Economics, Taylor & Francis Journals, vol. 32(11), pages 1391-1403.
    56. Henri L.F. de Groot & Peter Nijkamp & Roger R. Stough (ed.), 2004. "Entrepreneurship and Regional Economic Development," Books, Edward Elgar Publishing, number 3478.
    57. David J. Teece & Richard Rumelt & Giovanni Dosi & Sidney Winter, 2000. "Understanding Corporate Coherence: Theory and Evidence," Chapters, in: Innovation, Organization and Economic Dynamics, chapter 9, pages 264-293, Edward Elgar Publishing.
    58. Baptista, Rui & Swann, Peter, 1998. "Do firms in clusters innovate more?," Research Policy, Elsevier, vol. 27(5), pages 525-540, September.
    59. Ian R. Gordon & Philip McCann, 2000. "Industrial Clusters: Complexes, Agglomeration and/or Social Networks?," Urban Studies, Urban Studies Journal Limited, vol. 37(3), pages 513-532, March.
    60. Simona Iammarino, 2005. "An evolutionary integrated view of Regional Systems of Innovation: Concepts, measures and historical perspectives," European Planning Studies, Taylor & Francis Journals, vol. 13(4), pages 497-519, June.
    61. Cantwell, John & Santangelo, Grazia D., 1999. "The frontier of international technology networks: sourcing abroad the most highly tacit capabilities," Information Economics and Policy, Elsevier, vol. 11(1), pages 101-123, March.
    62. Philip McCann & Daniel Shefer, 2004. "Location, agglomeration and infrastructure," Advances in Spatial Science, in: Raymond J. G. M. Florax & David A. Plane (ed.), Fifty Years of Regional Science, pages 177-196, Springer.
    63. Charlie Karlsson & Börje Johansson & Roger R. Stough (ed.), 2005. "Industrial Clusters and Inter-Firm Networks," Books, Edward Elgar Publishing, number 3577.
    64. Malerba, Franco & Orsenigo, Luigi, 1995. "Schumpeterian Patterns of Innovation," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 19(1), pages 47-65, February.
    65. Maskell, Peter, 2001. "Towards a Knowledge-Based Theory of the Geographical Cluster," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 10(4), pages 921-943, December.
    66. Ann Markusen, 1996. "Sticky Places in Slippery Space: A Typology of Industrial Districts," Economic Geography, Taylor & Francis Journals, vol. 72(3), pages 293-313, July.
    67. Rinaldo Evangelista, 2000. "Sectoral Patterns Of Technological Change In Services," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 9(3), pages 183-222.
    68. Giovanni Dosi, 2000. "Sources, Procedures, and Microeconomic Effects of Innovation," Chapters, in: Innovation, Organization and Economic Dynamics, chapter 2, pages 63-114, Edward Elgar Publishing.
    69. repec:hhs:iuiwop:430 is not listed on IDEAS
    70. Philip Mccann & Stephen Sheppard, 2003. "The Rise, Fall and Rise Again of Industrial Location Theory," Regional Studies, Taylor & Francis Journals, vol. 37(6-7), pages 649-663.
    71. Dosi, Giovanni, et al, 1997. "Industrial Structures and Dynamics: Evidence, Interpretations and Puzzles," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 6(1), pages 3-24.
    72. Frank Moulaert & Farid Sekia, 2003. "Territorial Innovation Models: A Critical Survey," Regional Studies, Taylor & Francis Journals, vol. 37(3), pages 289-302.
    73. Philip McCann (ed.), 2002. "Industrial Location Economics," Books, Edward Elgar Publishing, number 2389.
    74. von Tunzelmann, Nick, 2003. "Historical coevolution of governance and technology in the industrial revolutions," Structural Change and Economic Dynamics, Elsevier, vol. 14(4), pages 365-384, December.
    75. Malerba, Franco & Orsenigo, Luigi, 1996. "The Dynamics and Evolution of Industries," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 5(1), pages 51-87.
    76. Ron Boschma, 2005. "Proximity and Innovation: A Critical Assessment," Regional Studies, Taylor & Francis Journals, vol. 39(1), pages 61-74.
    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. Simona Iammarino & Philip McCann, 2010. "The Relationship between Multinational Firms and Innovative Clusters," Chapters, in: Ron Boschma & Ron Martin (ed.), The Handbook of Evolutionary Economic Geography, chapter 8, Edward Elgar Publishing.
    2. McCann, Philip & Arita, Tomokazu, 2006. "Clusters and regional development: Some cautionary observations from the semiconductor industry," Information Economics and Policy, Elsevier, vol. 18(2), pages 157-180, June.
    3. Sara Cruz & Aurora Teixeira, 2010. "The Evolution of the Cluster Literature: Shedding Light on the Regional Studies-Regional Science Debate," Regional Studies, Taylor & Francis Journals, vol. 44(9), pages 1263-1288.
    4. Argentino Pessoa, 2014. "Agglomeration and regional growth policy: externalities versus comparative advantages," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 53(1), pages 1-27, August.
    5. Matthias Firgo & Peter Mayerhofer, 2015. "Wissens-Spillovers und regionale Entwicklung - welche strukturpolitische Ausrichtung optimiert des Wachstum?," Working Paper Reihe der AK Wien - Materialien zu Wirtschaft und Gesellschaft 144, Kammer für Arbeiter und Angestellte für Wien, Abteilung Wirtschaftswissenschaft und Statistik.
    6. Christophe Carrincazeaux & Frédéric Gaschet, 2006. "Knowledge and the diversity of innovation systems: a comparative analysis of European regions," Post-Print hal-00257384, HAL.
    7. Matthias Firgo & Peter Mayerhofer, 2015. "Wissensintensive Unternehmensdienste, Wissens-Spillovers und regionales Wachstum. Teilprojekt 1: Wissens-Spillovers und regionale Entwicklung – Welche strukturpolitische Ausrichtung optimiert das Wach," WIFO Studies, WIFO, number 58342.
    8. Andrés Rodríguez-Pose & Riccardo Crescenzi, 2008. "Mountains in a flat world: why proximity still matters for the location of economic activity," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 1(3), pages 371-388.
    9. Ron Boschma & Ron Martin, 2010. "The Aims and Scope of Evolutionary Economic Geography," Chapters, in: Ron Boschma & Ron Martin (ed.), The Handbook of Evolutionary Economic Geography, chapter 1, Edward Elgar Publishing.
    10. Delgado, Mercedes & Porter, Michael E. & Stern, Scott, 2014. "Clusters, convergence, and economic performance," Research Policy, Elsevier, vol. 43(10), pages 1785-1799.
    11. Philip Mccann, 2006. "On the supply-side determinants of regional growth," Construction Management and Economics, Taylor & Francis Journals, vol. 24(7), pages 681-693.
    12. Ludovic Dibiaggio & Benjamin Montmartin & Lionel Nesta, 2018. "Regional Alignement and Productivity Growth," Documents de Travail de l'OFCE 2018-25, Observatoire Francais des Conjonctures Economiques (OFCE).
    13. repec:spo:wpmain:info:hdl:2441/32ctbi8fbq8j5aom2j69qam6tf is not listed on IDEAS
    14. Doehne, Malte & Rost, Katja, 2021. "Long waves in the geography of innovation: The rise and decline of regional clusters of creativity over time," Research Policy, Elsevier, vol. 50(9).
    15. Sara C. Santos Cruz & Aurora A.C. Teixeira, 2007. "A new look into the evolution of clusters literature. A bibliometric exercise," FEP Working Papers 257, Universidade do Porto, Faculdade de Economia do Porto.
    16. repec:hal:spmain:info:hdl:2441/32ctbi8fbq8j5aom2j69qam6tf is not listed on IDEAS
    17. Andrés Rodríguez-Pose & Fabrice Comptour, 2010. "Do clusters generate greater innovation and growth? An analysis of European regions," Working Papers 2010-15, Instituto Madrileño de Estudios Avanzados (IMDEA) Ciencias Sociales.
    18. Ron Boschma & Simona Iammarino, 2009. "Related Variety, Trade Linkages, and Regional Growth in Italy," Economic Geography, Clark University, vol. 85(3), pages 289-311, July.
    19. Rakas, Marija & Hain, Daniel S., 2019. "The state of innovation system research: What happens beneath the surface?," Research Policy, Elsevier, vol. 48(9), pages 1-1.
    20. Uwe Cantner, 2017. "Foundations of Economic Change: An Extended Schumpeterian Approach," Economic Complexity and Evolution, in: Andreas Pyka & Uwe Cantner (ed.), Foundations of Economic Change, pages 9-49, Springer.
    21. Dosi, Giovanni & Nelson, Richard R., 2010. "Technical Change and Industrial Dynamics as Evolutionary Processes," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 51-127, Elsevier.
    22. McCann, Philip & Arita, Tomokazu & Gordon, Ian R., 2002. "Industrial clusters, transactions costs and the institutional determinants of MNE location behaviour," International Business Review, Elsevier, vol. 11(6), pages 647-663, December.

    More about this item

    Keywords

    industrial clusters; firm location; innovation processes; cluster classification;
    All these keywords.

    JEL classification:

    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • R3 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location
    • D8 - Microeconomics - - Information, Knowledge, and Uncertainty

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:sru:ssewps:138. 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: University of Sussex Business School Communications Team (email available below). General contact details of provider: https://edirc.repec.org/data/spessuk.html .

    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.