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The relationship between regional compactness and regional innovation capacity (RIC): Empirical evidence from a national study

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  • Hamidi, Shima
  • Zandiatashbar, Ahoura
  • Bonakdar, Ahmad

Abstract

Innovation has become a key driver of economic growth, benefitting from knowledge production and technological advancements. Existing literature on the geography of innovation examines agglomeration economies, density, and the diversity of knowledge intensive firms, yet often overlooks the role of urban form. Generally, compact urban form, as opposed to sprawling regions, offers rich amenities, accessibility to public transit and a higher quality of places. Since such features attract educated millennial, the driving force behind knowledge-based and innovation economy, compact regions could be conducive to the innovation capacity. This study builds on Metropolitan Compactness Index (MCI) and examines the relationship between regional compactness and Regional Innovation Capacity (RIC) in the US. Findings indicate that all three indicators of RIC – the average number of patents, firm innovations, and the number of innovative small firms – are positively associated with MCI, while their relationships were significant in two models. Policy implications suggest that sprawling regions could hinder the innovation capacity, while compact regions could remove the physical barriers to innovation generation through offering high quality places and accessibility to urban amenities. This could facilitate social interactions and enhance social capital, while minimizing poverty and segregation. Investment in compact urban forms, thus, deserves greater attention.

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  • Hamidi, Shima & Zandiatashbar, Ahoura & Bonakdar, Ahmad, 2019. "The relationship between regional compactness and regional innovation capacity (RIC): Empirical evidence from a national study," Technological Forecasting and Social Change, Elsevier, vol. 142(C), pages 394-402.
  • Handle: RePEc:eee:tefoso:v:142:y:2019:i:c:p:394-402
    DOI: 10.1016/j.techfore.2018.07.026
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    as
    1. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
    2. Kristy Buzard & Gerald Carlino, 2013. "The geography of research and development activity in the US," Chapters, in: Frank Giarratani & Geoffrey J.D. Hewings & Philip McCann (ed.), Handbook of Industry Studies and Economic Geography, chapter 16, pages 389-410, Edward Elgar Publishing.
    3. F. M. Scherer, 1986. "Innovation and Growth: Schumpeterian Perspectives," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262691027, April.
    4. 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.
    5. Ron Boschma & Ron Martin (ed.), 2010. "The Handbook of Evolutionary Economic Geography," Books, Edward Elgar Publishing, number 12864.
    6. Frank Giarratani & Geoffrey J.D. Hewings & Philip McCann (ed.), 2013. "Handbook of Industry Studies and Economic Geography," Books, Edward Elgar Publishing, number 3542.
    7. Fornahl, Dirk & Brenner, Thomas, 2009. "Geographic concentration of innovative activities in Germany," Structural Change and Economic Dynamics, Elsevier, vol. 20(3), pages 163-182, September.
    8. Martin Andersson & Olof Ejermo, 2005. "How does accessibility to knowledge sources affect the innovativeness of corporations?—evidence from Sweden," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 39(4), pages 741-765, December.
    9. Norman Sedgley & Bruce Elmslie, 2004. "The Geographic Concentration of Knowledge: Scale, Agglomeration, and Congestion in Innovation Across U.S. States," International Regional Science Review, , vol. 27(2), pages 111-137, April.
    10. Gary Pivo & Jeffrey D. Fisher, 2011. "The Walkability Premium in Commercial Real Estate Investments," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 39(2), pages 185-219, June.
    11. Brueckner, Jan K. & Largey, Ann G., 2008. "Social interaction and urban sprawl," Journal of Urban Economics, Elsevier, vol. 64(1), pages 18-34, July.
    12. Michael E. Porter, 1996. "Competitive Advantage, Agglomeration Economies, and Regional Policy," International Regional Science Review, , vol. 19(1-2), pages 85-90, April.
    13. Reid Ewing & Shima Hamidi & James B Grace, 2016. "Compact development and VMT—Environmental determinism, self-selection, or some of both?," Environment and Planning B, , vol. 43(4), pages 737-755, July.
    14. 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.
    15. 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.
    16. Clive Lawson & Edward Lorenz, 1999. "Collective Learning, Tacit Knowledge and Regional Innovative Capacity," Regional Studies, Taylor & Francis Journals, vol. 33(4), pages 305-317.
    17. Jana Schmutzler & Edward Lorenz, 2018. "Tolerance, agglomeration, and enterprise innovation performance: a multilevel analysis of Latin American regions," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 27(2), pages 243-268.
    18. Philippe Aghion & Ufuk Akcigit & Antonin Bergeaud & Richard Blundell & David Hemous, 2019. "Innovation and Top Income Inequality," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 86(1), pages 1-45.
    19. Asheim, Bjorn T & Isaksen, Arne, 2002. "Regional Innovation Systems: The Integration of Local 'Sticky' and Global 'Ubiquitous' Knowledge," The Journal of Technology Transfer, Springer, vol. 27(1), pages 77-86, January.
    20. repec:zbw:bofrdp:2015_027 is not listed on IDEAS
    21. Daniel G. Chatman & Robert B. Noland, 2014. "Transit Service, Physical Agglomeration and Productivity in US Metropolitan Areas," Urban Studies, Urban Studies Journal Limited, vol. 51(5), pages 917-937, April.
    22. 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.
    23. Romijn, Henny & Albaladejo, Manuel, 2002. "Determinants of innovation capability in small electronics and software firms in southeast England," Research Policy, Elsevier, vol. 31(7), pages 1053-1067, September.
    24. Carrincazeaux, Christophe & Lung, Yannick & Rallet, Alain, 2001. "Proximity and localisation of corporate R&D activities," Research Policy, Elsevier, vol. 30(5), pages 777-789, May.
    25. Devereux, Michael P. & Griffith, Rachel & Simpson, Helen, 2007. "Firm location decisions, regional grants and agglomeration externalities," Journal of Public Economics, Elsevier, vol. 91(3-4), pages 413-435, April.
    26. 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.
    27. Grant Black, 2005. "The Geography of Small Firm Innovation," International Studies in Entrepreneurship, Springer, number 978-0-306-48745-3, December.
    28. 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.
    29. 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.
    30. Audretsch, David B & Feldman, Maryann P, 1996. "R&D Spillovers and the Geography of Innovation and Production," American Economic Review, American Economic Association, vol. 86(3), pages 630-640, June.
    31. Hagedoorn, John & Cloodt, Myriam, 2003. "Measuring innovative performance: is there an advantage in using multiple indicators?," Research Policy, Elsevier, vol. 32(8), pages 1365-1379, September.
    32. Luc Anselin & Attila Varga & Zoltan Acs, 2008. "Local Geographic Spillovers Between University Research and High Technology Innovations," Chapters, in: Entrepreneurship, Growth and Public Policy, chapter 9, pages 95-121, Edward Elgar Publishing.
    33. Carlino, Gerald A. & Chatterjee, Satyajit & Hunt, Robert M., 2007. "Urban density and the rate of invention," Journal of Urban Economics, Elsevier, vol. 61(3), pages 389-419, May.
    34. Nadine Massard & Caroline Mehier, 2009. "Proximity and Innovation through an 'Accessibility to Knowledge' Lens," Regional Studies, Taylor & Francis Journals, vol. 43(1), pages 77-88.
    35. repec:zbw:bofrdp:urn:nbn:fi:bof-201512111472 is not listed on IDEAS
    36. 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.
    37. Jaffe, Adam B, 1989. "Real Effects of Academic Research," American Economic Review, American Economic Association, vol. 79(5), pages 957-970, December.
    38. Jeremy R. L. Howells, 2002. "Tacit Knowledge, Innovation and Economic Geography," Urban Studies, Urban Studies Journal Limited, vol. 39(5-6), pages 871-884, May.
    39. 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.
    40. Richard Florida & Charlotta Mellander & Kevin Stolarick, 2008. "Inside the black box of regional development: human capital, the creative class and tolerance," Journal of Economic Geography, Oxford University Press, vol. 8(5), pages 615-649, September.
    41. Raj Chetty & Nathaniel Hendren & Patrick Kline & Emmanuel Saez, 2014. "Where is the land of Opportunity? The Geography of Intergenerational Mobility in the United States," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(4), pages 1553-1623.
    42. Freeman, Chris, 1995. "The 'National System of Innovation' in Historical Perspective," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 19(1), pages 5-24, February.
    43. K. J. Arrow, 1971. "The Economic Implications of Learning by Doing," Palgrave Macmillan Books, in: F. H. Hahn (ed.), Readings in the Theory of Growth, chapter 11, pages 131-149, Palgrave Macmillan.
    44. Ellison, Glenn & Glaeser, Edward L, 1997. "Geographic Concentration in U.S. Manufacturing Industries: A Dartboard Approach," Journal of Political Economy, University of Chicago Press, vol. 105(5), pages 889-927, October.
    45. Gilles Duranton & J. V. Henderson & William C. Strange (ed.), 2015. "Handbook of Regional and Urban Economics," Handbook of Regional and Urban Economics, Elsevier, edition 1, volume 5, number 5.
    46. Ghebreegziabiher Debrezion & Eric Pels & Piet Rietveld, 2007. "The Impact of Railway Stations on Residential and Commercial Property Value: A Meta-analysis," The Journal of Real Estate Finance and Economics, Springer, vol. 35(2), pages 161-180, August.
    47. 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.
    48. Furman, Jeffrey L. & Porter, Michael E. & Stern, Scott, 2002. "The determinants of national innovative capacity," Research Policy, Elsevier, vol. 31(6), pages 899-933, August.
    49. Arthur C. Nelson & Casey J. Dawkins & Thomas W. Sanchez, 2004. "Urban Containment and Residential Segregation: A Preliminary Investigation," Urban Studies, Urban Studies Journal Limited, vol. 41(2), pages 423-439, February.
    50. Ron Boschma & Koen Frenken, 2010. "The Spatial Evolution of Innovation Networks: A Proximity Perspective," Chapters, in: Ron Boschma & Ron Martin (ed.), The Handbook of Evolutionary Economic Geography, chapter 5, Edward Elgar Publishing.
    51. Maskell, Peter & Malmberg, Anders, 1999. "Localised Learning and Industrial Competitiveness," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 23(2), pages 167-185, March.
    52. Scott, Allen J, 2000. "Economic Geography: The Great Half-Century," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 24(4), pages 483-504, July.
    53. Mourad Dakhli & Dirk De Clercq, 2004. "Human capital, social capital, and innovation: a multi-country study," Entrepreneurship & Regional Development, Taylor & Francis Journals, vol. 16(2), pages 107-128, March.
    54. Annekatrin Niebuhr, 2010. "Migration and innovation: Does cultural diversity matter for regional R&D activity?," Papers in Regional Science, Wiley Blackwell, vol. 89(3), pages 563-585, August.
    55. White, Halbert, 1980. "A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity," Econometrica, Econometric Society, vol. 48(4), pages 817-838, May.
    56. Roland Andersson & John M. Quigley & Mats Wilhelmsson, 2005. "Agglomeration and the spatial distribution of creativity," Papers in Regional Science, Wiley Blackwell, vol. 84(3), pages 445-464, August.
    57. Martin Andersson & Charlie Karlsson, 2004. "The role of accessibility for the performance of regional innovation systems," Chapters, in: Charlie Karlsson & Per Flensburg & Sven-Åke Hörte (ed.), Knowledge Spillovers and Knowledge Management, chapter 10, pages 283-310, Edward Elgar Publishing.
    58. Daniel Chatman & Robert Noland, 2011. "Do Public Transport Improvements Increase Agglomeration Economies? A Review of Literature and an Agenda for Research," Transport Reviews, Taylor & Francis Journals, vol. 31(6), pages 725-742.
    59. Leyden, K.M., 2003. "Social Capital and the Built Environment: The Importance of Walkable Neighborhoods," American Journal of Public Health, American Public Health Association, vol. 93(9), pages 1546-1551.
    60. 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.
    61. Lobo, José & Strumsky, Deborah, 2008. "Metropolitan patenting, inventor agglomeration and social networks: A tale of two effects," Journal of Urban Economics, Elsevier, vol. 63(3), pages 871-884, May.
    62. 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.
    63. Pierre Desrochers, 2001. "Local Diversity, Human Creativity, and Technological Innovation," Growth and Change, Wiley Blackwell, vol. 32(3), pages 369-394.
    64. Haifeng Qian, 2013. "Diversity Versus Tolerance: The Social Drivers of Innovation and Entrepreneurship in US Cities," Urban Studies, Urban Studies Journal Limited, vol. 50(13), pages 2718-2735, October.
    65. Nadine Massard & Caroline Mehier, 2009. "Proximity and Innovation through an 'Accessibility to Knowledge' Lens," Post-Print hal-00361398, HAL.
    66. Charlie Karlsson & Per Flensburg & Sven-Åke Hörte (ed.), 2004. "Knowledge Spillovers and Knowledge Management," Books, Edward Elgar Publishing, number 3385.
    67. repec:rre:publsh:v:33:y:2003:i:1:p:73-84 is not listed on IDEAS
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