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Manufacturing Clusters and Firm Innovation

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  • Li Fang

Abstract

This study examines how much different manufacturing clusters encourage per-establishment innovation measured by citation-weighted patent applications, and at which geographical scales they boost patent filings by the greatest magnitude. Using establishment and patent application data for the state of Maryland, 2004-2013, this study finds that the Metalworking Technology cluster, formed at 3 miles in radius, encourages innovation the most: The number of citation-weighted patent applications for firms in the cluster is 17.6% higher than that outside of the cluster. Food Processing and Manufacturing and Automotive clusters follow, at 1 and 2 mile(s) in radius, with an effect of 8.5% and 5.5%, respectively. A complete ranking of 20 manufacturing clusters is delivered. A description of how policy makers may use this ranking to target specific manufacturing clusters for economic development is included.

Suggested Citation

  • Li Fang, 2019. "Manufacturing Clusters and Firm Innovation," Economic Development Quarterly, , vol. 33(1), pages 6-18, February.
    • Handle: RePEc:sae:ecdequ:v:33:y:2019:i:1:p:6-18
    DOI: 10.1177/0891242418800770
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    1. Pierre‐Philippe Combes & Gilles Duranton & Laurent Gobillon & Diego Puga & Sébastien Roux, 2012. "The Productivity Advantages of Large Cities: Distinguishing Agglomeration From Firm Selection," Econometrica, Econometric Society, vol. 80(6), pages 2543-2594, November.
    2. Henderson, J V, 1974. "The Sizes and Types of Cities," American Economic Review, American Economic Association, vol. 64(4), pages 640-656, September.
    3. Michael Porter, 2003. "The Economic Performance of Regions," Regional Studies, Taylor & Francis Journals, vol. 37(6-7), pages 549-578.
    4. Stuart S. Rosenthal & William C. Strange, 2003. "Geography, Industrial Organization, and Agglomeration," The Review of Economics and Statistics, MIT Press, vol. 85(2), pages 377-393, May.
    5. Kristian Behrens & Gilles Duranton & Frédéric Robert-Nicoud, 2014. "Productive Cities: Sorting, Selection, and Agglomeration," Journal of Political Economy, University of Chicago Press, vol. 122(3), pages 507-553.
    6. Criscuolo, Paola & Verspagen, Bart, 2008. "Does it matter where patent citations come from? Inventor vs. examiner citations in European patents," Research Policy, Elsevier, vol. 37(10), pages 1892-1908, December.
    7. Nicholas Bloom & Mark Schankerman & John Van Reenen, 2013. "Identifying Technology Spillovers and Product Market Rivalry," Econometrica, Econometric Society, vol. 81(4), pages 1347-1393, July.
    8. De Silva, Dakshina G. & McComb, Robert P., 2012. "Geographic concentration and high tech firm survival," Regional Science and Urban Economics, Elsevier, vol. 42(4), pages 691-701.
    9. Bennett Harrison & Maryellen R. Kelley & Jon Gant, 1996. "Innovative Firm Behavior and Local Milieu: Exploring the Intersection of Agglomeration, Firm Effects, and Technological Change," Economic Geography, Taylor & Francis Journals, vol. 72(3), pages 233-258, July.
    10. Delgado, Mercedes & Porter, Michael E. & Stern, Scott, 2014. "Clusters, convergence, and economic performance," Research Policy, Elsevier, vol. 43(10), pages 1785-1799.
    11. 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.
    12. Barak S. Aharonson & Joel A.C. Baum & Maryann P. Feldman, 2004. "Industrial Clustering and the Returns to Inventive Activity Canadian Biotechnology Firms, 1991-2000," DRUID Working Papers 04-03, DRUID, Copenhagen Business School, Department of Industrial Economics and Strategy/Aalborg University, Department of Business Studies.
    13. Wallsten, Scott J., 2001. "An empirical test of geographic knowledge spillovers using geographic information systems and firm-level data," Regional Science and Urban Economics, Elsevier, vol. 31(5), pages 571-599, September.
    14. Mohammad Arzaghi & J. Vernon Henderson, 2008. "Networking off Madison Avenue," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 75(4), pages 1011-1038.
    15. Zoltan J. Acs & David B. Audretsch, 1989. "Patents' Innovative Activity," Eastern Economic Journal, Eastern Economic Association, vol. 15(4), pages 373-376, Oct-Dec.
    16. Myriam, Mariani, 2004. "What determines technological hits? Geography vs. firm competencies," Research Memorandum 003, Maastricht University, Maastricht Economic Research Institute on Innovation and Technology (MERIT).
    17. Joshua Drucker, 2012. "The Spatial Extent of Agglomeration Economies: Evidence from Three U.S. Manufacturing Industries," Working Papers 12-01, Center for Economic Studies, U.S. Census Bureau.
    18. Carlino, Gerald & Kerr, William R., 2015. "Agglomeration and Innovation," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 349-404, Elsevier.
    19. Wagner, Alfred, 1891. "Marshall's Principles of Economics," History of Economic Thought Articles, McMaster University Archive for the History of Economic Thought, vol. 5, pages 319-338.
    20. Bronwyn H. Hall & Adam B. Jaffe & Manuel Trajtenberg, 2000. "Market Value and Patent Citations: A First Look," NBER Working Papers 7741, National Bureau of Economic Research, Inc.
    21. Mikko Packalen & Jay Bhattacharya, 2015. "Cities and Ideas," NBER Working Papers 20921, National Bureau of Economic Research, Inc.
    22. Zoltan J. Acs & David B. Audretsch, 2008. "Innovation in Large and Small Firms: An Empirical Analysis," Chapters, in: Entrepreneurship, Growth and Public Policy, chapter 1, pages 3-15, Edward Elgar Publishing.
    23. Klaus Desmet & Marcel Fafchamps, 2005. "Changes in the spatial concentration of employment across US counties: a sectoral analysis 1972--2000," Journal of Economic Geography, Oxford University Press, vol. 5(3), pages 261-284, June.
    24. Meric S. Gertler, 2003. "Tacit knowledge and the economic geography of context, or The undefinable tacitness of being (there)," Journal of Economic Geography, Oxford University Press, vol. 3(1), pages 75-99, January.
    25. repec:hal:pseose:hal-00812695 is not listed on IDEAS
    26. Blind, Knut & Grupp, Hariolf, 1999. "Interdependencies between the science and technology infrastructure and innovation activities in German regions: empirical findings and policy consequences," Research Policy, Elsevier, vol. 28(5), pages 451-468, June.
    27. Glenn Ellison & Edward L. Glaeser & William R. Kerr, 2010. "What Causes Industry Agglomeration? Evidence from Coagglomeration Patterns," American Economic Review, American Economic Association, vol. 100(3), pages 1195-1213, June.
    28. Dietmar Harhoff & Francis Narin & F. M. Scherer & Katrin Vopel, 1999. "Citation Frequency And The Value Of Patented Inventions," The Review of Economics and Statistics, MIT Press, vol. 81(3), pages 511-515, August.
    29. Young, Allyn A., 1928. "Increasing Returns and Economic Progress," History of Economic Thought Articles, McMaster University Archive for the History of Economic Thought, vol. 38, pages 527-542.
    30. Barkley, David L. & Henry, Mark S., 2005. "Targeting Industry Clusters for Regional Economic Development: An Overview of the REDRL Approach," REDRL Research Reports 113803, Clemson University, Regional Economic Development Research Laboratory (REDRL).
    31. Zoltan J. Acs & David B. Audretsch, 1989. "Patents as a Measure of Innovative Activity," Kyklos, Wiley Blackwell, vol. 42(2), pages 171-180, August.
    32. Zoltan J. Acs & Luc Anselin & Attila Varga, 2008. "Patents and Innovation Counts as Measures of Regional Production of New Knowledge," Chapters, in: Entrepreneurship, Growth and Public Policy, chapter 11, pages 135-151, Edward Elgar Publishing.
    33. Gilbert, Brett Anitra & McDougall, Patricia P. & Audretsch, David B., 2008. "Clusters, knowledge spillovers and new venture performance: An empirical examination," Journal of Business Venturing, Elsevier, vol. 23(4), pages 405-422, July.
    34. Balconi, Margherita, 2002. "Tacitness, codification of technological knowledge and the organisation of industry," Research Policy, Elsevier, vol. 31(3), pages 357-379, March.
    35. Pakes, Ariel, 1985. "On Patents, R&D, and the Stock Market Rate of Return," Journal of Political Economy, University of Chicago Press, vol. 93(2), pages 390-409, April.
    36. Catherine Beaudry & Stefano Breschi, 2003. "Are firms in clusters really more innovative?," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 12(4), pages 325-342.
    37. Maryann P. Feldman & Johanna L. Francis, 2004. "Homegrown Solutions: Fostering Cluster Formation," Economic Development Quarterly, , vol. 18(2), pages 127-137, May.
    38. Henry Renski, 2011. "External economies of localization, urbanization and industrial diversity and new firm survival," Papers in Regional Science, Wiley Blackwell, vol. 90(3), pages 473-502, August.
    39. Catherine Beaudry, 2001. "Entry, Growth and Patenting in Industrial Clusters: A Study of the Aerospace Industry in the UK," International Journal of the Economics of Business, Taylor & Francis Journals, vol. 8(3), pages 405-436.
    40. Zoltan J. Acs & David B. Audretsch & Maryann P. Feldman, 2008. "Real Effects of Academic Research: Comment," Chapters, in: Entrepreneurship, Growth and Public Policy, chapter 7, pages 83-87, Edward Elgar Publishing.
    41. Mariani, Myriam, 2004. "What determines technological hits?: Geography versus firm competencies," Research Policy, Elsevier, vol. 33(10), pages 1565-1582, December.
    42. Edward Feser & Henry Renski & Harvey Goldstein, 2008. "Clusters and Economic Development Outcomes," Economic Development Quarterly, , vol. 22(4), pages 324-344, November.
    43. Baptista, Rui & Swann, Peter, 1998. "Do firms in clusters innovate more?," Research Policy, Elsevier, vol. 27(5), pages 525-540, September.
    44. Deyle, Hanno-G. & Grupp, Hariolf, 2005. "Commuters and the regional assignment of innovative activities: A methodological patent study of German districts," Research Policy, Elsevier, vol. 34(2), pages 221-234, March.
    45. 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.
    46. Valdemar Smith & Anni Lene Broberg & Jesper Overgaard, 2002. "Does Location Matter for Firms' R&D Behaviour? Empirical Evidence for Danish Firms," Regional Studies, Taylor & Francis Journals, vol. 36(8), pages 825-832.
    47. Rosenthal, Stuart S. & Strange, William C., 2008. "The attenuation of human capital spillovers," Journal of Urban Economics, Elsevier, vol. 64(2), pages 373-389, September.
    48. Baldwin, Richard & Okubo, Toshihiro, 2006. "Agglomeration, Offshoring and Heterogenous Firms," CEPR Discussion Papers 5663, C.E.P.R. Discussion Papers.
    49. Feldman, Maryann P. & Audretsch, David B., 1996. "Location, location, location: The geography of innovation and knowledge spillovers," Discussion Papers, various Research Units FS IV 96-28, WZB Berlin Social Science Center.
    50. Daniel Shefer & Amnon Frenkel, 1998. "original: Local milieu and innovations: Some empirical results," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 32(1), pages 185-200.
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