Firm heterogeneity, productivity and spatially bounded knowledge externalities
AbstractIn this paper, we argue that conceptually disentangling the 'context versus composition' aspects of regional growth is a multilevel issue. By applying multilevel models (also called random-effects models), we show (1) the importance of considering firm-specific characteristics simultaneously with region-specific characteristics, as we find that a large part of what is traditionally assigned to the impact of the region should be assigned to firm-specific characteristics and (2) that existing single-level methodologies can be problematic, as they are vulnerable to the charge of estimating significance levels that are too liberally assigned and promote exaggerations. This is illustrated empirically by showing that single-level approaches would lead to the conclusion that innovation spillovers are highly significant in a setting of Dutch urban growth differentials, while multilevel analyses shows less liberally assigned significance levels. We conclude that multilevel-effect models better fit research questions that combine firm and spatial characteristics simultaneously, especially because they allow firm-specific characteristics to be differently linked to their regional contexts.
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Bibliographic InfoArticle provided by Elsevier in its journal Socio-Economic Planning Sciences.
Volume (Year): 45 (2011)
Issue (Month): 1 (March)
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Web page: http://www.elsevier.com/locate/seps
Firm growth Knowledge externalities Multilevel analysis Ecological fallacy;
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- Richard Baldwin & Toshihiro Okubo, 2005.
"Heterogeneous Firms, Agglomeration and Economic Geography: Spatial Selection and Sorting,"
NBER Working Papers
11650, National Bureau of Economic Research, Inc.
- Richard E. Baldwin & Toshihiro Okubo, 2006. "Heterogeneous firms, agglomeration and economic geography: spatial selection and sorting," Journal of Economic Geography, Oxford University Press, vol. 6(3), pages 323-346, June.
- Evans, David S, 1987. "The Relationship between Firm Growth, Size, and Age: Estimates for 100 Manufacturing Industries," Journal of Industrial Economics, Wiley Blackwell, vol. 35(4), pages 567-81, June.
- Michael Storper & Anthony J. Venables, 2003.
"Buzz: Face-to-Face Contact and the Urban Economy,"
CEP Discussion Papers
dp0598, Centre for Economic Performance, LSE.
- Dirk Pilat, 2004. "The ICT Productivity Paradox: Insights from Micro Data," OECD Economic Studies, OECD Publishing, vol. 2004(1), pages 37-65.
- David B. Audretsch & Dirk Dohse, 2007. "Location: A Neglected Determinant of Firm Growth," Review of World Economics (Weltwirtschaftliches Archiv), Springer, vol. 143(1), pages 79-107, April.
- Jovanovic, Boyan, 1982. "Selection and the Evolution of Industry," Econometrica, Econometric Society, vol. 50(3), pages 649-70, May.
- Koen Frenken & Frank Van Oort & Thijs Verburg, 2007. "Related Variety, Unrelated Variety and Regional Economic Growth," Regional Studies, Taylor & Francis Journals, vol. 41(5), pages 685-697.
- Lucas, Robert E, Jr, 1993.
"Making a Miracle,"
Econometric Society, vol. 61(2), pages 251-72, March.
- Vernon Henderson, J., 2007. "Understanding knowledge spillovers," Regional Science and Urban Economics, Elsevier, vol. 37(4), pages 497-508, July.
- Jeffrey S. Boggs & Norma M. Rantisi, 2003. "The 'relational turn' in economic geography," Journal of Economic Geography, Oxford University Press, vol. 3(2), pages 109-116, April.
- Rosenthal, Stuart S. & Strange, William C., 2004. "Evidence on the nature and sources of agglomeration economies," Handbook of Regional and Urban Economics, in: J. V. Henderson & J. F. Thisse (ed.), Handbook of Regional and Urban Economics, edition 1, volume 4, chapter 49, pages 2119-2171 Elsevier.
- Nooteboom, Bart, 1999. "Innovation, Learning and Industrial Organisation," Cambridge Journal of Economics, Oxford University Press, vol. 23(2), pages 127-50, March.
- Vernon Henderson, 2001.
"Marshall's Scale Economies,"
01-17, Center for Economic Studies, U.S. Census Bureau.
- Richard E. Caves, 1998. "Industrial Organization and New Findings on the Turnover and Mobility of Firms," Journal of Economic Literature, American Economic Association, vol. 36(4), pages 1947-1982, December.
- John Sutton, 1997. "Gibrat's Legacy," Journal of Economic Literature, American Economic Association, vol. 35(1), pages 40-59, March.
- Edward Glaeser, 1997.
"Learning in Cities,"
NBER Working Papers
6271, National Bureau of Economic Research, Inc.
- Edward L. Glaeser, 1997. "Learning in Cities," Harvard Institute of Economic Research Working Papers 1814, Harvard - Institute of Economic Research.
- Otto Raspe & Frank Van Oort, 2006.
"The Knowledge Economy and Urban Economic Growth,"
European Planning Studies,
Taylor & Francis Journals, vol. 14(9), pages 1209-1234, May.
- Moomaw, Ronald L, 1981. "Productivity and City Size? A Critique of the Evidence [Are There Returns to Scale in City Size?]. [Bias in the Cross Section Estimates of the Elasticity of Substitution]," The Quarterly Journal of Economics, MIT Press, vol. 96(4), pages 675-88, November.
- Audretsch, David B & Feldman, Maryann P, 1998.
"Innovation in Cities: Science-Based Diversity, Specialization and Localized Competition,"
CEPR Discussion Papers
1980, C.E.P.R. Discussion Papers.
- 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.
- Audretsch, David B. & Keilbach, Max C. & Lehmann, Erik E., 2006. "Entrepreneurship and Economic Growth," OUP Catalogue, Oxford University Press, number 9780195183511.
- Breschi, Stefano & Malerba, Franco & Orsenigo, Luigi, 2000. "Technological Regimes and Schumpeterian Patterns of Innovation," Economic Journal, Royal Economic Society, vol. 110(463), pages 388-410, April.
- Mariani, Myriam, 2004. "What determines technological hits?: Geography versus firm competencies," Research Policy, Elsevier, vol. 33(10), pages 1565-1582, December.
- Ron Boschma, 2004. "Competitiveness of Regions from an Evolutionary Perspective," Regional Studies, Taylor & Francis Journals, vol. 38(9), pages 1001-1014.
- Jun Koo & Somik Lall, 2007. "New Economic Geography: Real or Hype?," International Regional Science Review, , vol. 30(1), pages 3-19, January.
- Enrico Moretti, 2004. "Workers' Education, Spillovers, and Productivity: Evidence from Plant-Level Production Functions," American Economic Review, American Economic Association, vol. 94(3), pages 656-690, June.
- repec:fth:stanho:e-93-6 is not listed on IDEAS
- Foss, Nicolai J, 1998. "The Competence-Based Approach: Veblenian Ideas in the Modern Theory of the Firm," Cambridge Journal of Economics, Oxford University Press, vol. 22(4), pages 479-95, July.
- Aiello, Francesco & Pupo, Valeria & Ricotta, Fernanda, 2013. "Firm heterogeneity in TFP, sectoral innovation and geography. Evidence from Italy," MPRA Paper 48573, University Library of Munich, Germany.
- Aiello, Francesco & Pupo, Valeria & Ricotta, Fernand, 2011.
"Explaining TFP at firm level in Italy. Does location matter?,"
35656, University Library of Munich, Germany.
- Francesco Aiello & Valeria Pupo & Fernanda Ricotta, 2012. "Explaining Tfp At Firm Level In Italy. Does Location Matter?," Working Papers 201202, Università della Calabria, Dipartimento di Economia, Statistica e Finanza (Ex Dipartimento di Economia e Statistica).
- Mahlberg, Bernhard & Freund, Inga & Crespo Cuaresma, Jesús & Prskawetz, Alexia, 2013. "The age-productivity pattern: Do location and sector affiliation matter?," ECON WPS - Vienna University of Technology Working Papers in Economic Theory and Policy 01/2013, Vienna University of Technology, Institute for Mathematical Methods in Economics, Research Group Economics (ECON).
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