The Impact of Cultural Diversity on Innovation: Evidence from Dutch Firm-Level Data
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- Ozgen, Ceren & Nijkamp, Peter & Poot, Jacques, 2011. "The Impact of Cultural Diversity on Innovation: Evidence from Dutch Firm-Level Data," IZA Discussion Papers 6000, Institute of Labor Economics (IZA).
References listed on IDEAS
- William R. Kerr, 2010.
"Breakthrough Inventions and Migrating Clusters of Innovation,"
NBER Chapters, in: Cities and Entrepreneurship,
National Bureau of Economic Research, Inc.
- Kerr, William R., 2010. "Breakthrough inventions and migrating clusters of innovation," Journal of Urban Economics, Elsevier, vol. 67(1), pages 46-60, January.
- William R. Kerr, 2009. "Breakthrough Inventions and Migrating Clusters of Innovation," Harvard Business School Working Papers 10-020, Harvard Business School.
- William R. Kerr, 2009. "Breakthrough Inventions and Migrating Clusters of Innovation," NBER Working Papers 15443, National Bureau of Economic Research, Inc.
- Pierpaolo Parrotta & Dario Pozzoli & Mariola Pytlikova, 2014.
"The nexus between labor diversity and firm’s innovation,"
Journal of Population Economics, Springer;European Society for Population Economics, vol. 27(2), pages 303-364, April.
- Parrotta, Pierpaolo & Pozzoli, Dario & Pytlikova, Mariola, 2010. "The Nexus between Labor Diversity and Firm´s Innovation," Working Papers 10-15, University of Aarhus, Aarhus School of Business, Department of Economics.
- Pierpaolo Parrotta & Dario Pozzoli & Mariola Pytlikova, 2014. "The Nexus between Labor Diversity and Firm Innovation," Post-Print hal-01513968, HAL.
- Parrotta, Pierpaolo & Pozzoli, Dario & Pytlikova, Mariola, 2012. "The Nexus between Labor Diversity and Firm's Innovation," IZA Discussion Papers 6972, Institute of Labor Economics (IZA).
- Pierpaolo Parrotta & Dario Pozzoli & Mariola Pytlikova, 2011. "The Nexus between Labor Diversity and Firm's Innovation," Norface Discussion Paper Series 2011005, Norface Research Programme on Migration, Department of Economics, University College London.
- Gene M. Grossman & Elhanan Helpman, 1994.
"Endogenous Innovation in the Theory of Growth,"
Journal of Economic Perspectives, American Economic Association, vol. 8(1), pages 23-44, Winter.
- Grossman, Gene M. & Helpman, Elhanan, 1993. "Endogenous Innovation in the Theory of Growth," Foerder Institute for Economic Research Working Papers 275579, Tel-Aviv University > Foerder Institute for Economic Research.
- Grossman, G.M. & Helpman, E., 1993. "Endogenous, Innovation in the Theory of Growth," Papers 165, Princeton, Woodrow Wilson School - Public and International Affairs.
- Gene M. Grossman & Elhanan Helpman, 1993. "Endogenous Innovation in the Theory of Growth," NBER Working Papers 4527, National Bureau of Economic Research, Inc.
- Romer, Paul, 1993. "Idea gaps and object gaps in economic development," Journal of Monetary Economics, Elsevier, vol. 32(3), pages 543-573, December.
- Jennifer Hunt & Marjolaine Gauthier-Loiselle, 2010.
"How Much Does Immigration Boost Innovation?,"
American Economic Journal: Macroeconomics, American Economic Association, vol. 2(2), pages 31-56, April.
- Jennifer Hunt & Marjolaine Gauthier-Loiselle, 2008. "How Much Does Immigration Boost Innovation?," NBER Working Papers 14312, National Bureau of Economic Research, Inc.
- Hunt, Jennifer & Gauthier-Loiselle, Marjolaine, 2009. "How Much Does Immigration Boost Innovation?," IZA Discussion Papers 3921, Institute of Labor Economics (IZA).
- Hunt, Jennifer & Gauthier-Loiselle, Marjolaine, 2009. "How Much Does Immigration Boost Innovation?," CEPR Discussion Papers 7116, C.E.P.R. Discussion Papers.
- Jennifer Hunt & Marjolaine Gauthier-Loiselle, 2008. "How Much Does Immigration Boost Innovation?," Departmental Working Papers 2008-07, McGill University, Department of Economics.
- Andrea Caragliu & Peter Nijkamp, 2012. "The impact of regional absorptive capacity on spatial knowledge spillovers: the Cohen and Levinthal model revisited," Applied Economics, Taylor & Francis Journals, vol. 44(11), pages 1363-1374, April.
- 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.
- Ceren Ozgen & Peter Nijkamp & Jacques Poot, 2012.
"Immigration and innovation in European regions,"
Chapters, in: Peter Nijkamp & Jacques Poot & Mediha Sahin (ed.), Migration Impact Assessment, chapter 8, pages 261-298,
Edward Elgar Publishing.
- Ceren Ozgen & Peter Nijkamp & Jacques Poot, 2011. "Immigration and Innovation in European Regions," Tinbergen Institute Discussion Papers 11-112/3, Tinbergen Institute.
- Ozgen, Ceren & Nijkamp, Peter & Poot, Jacques, 2011. "Immigration and Innovation in European Regions," IZA Discussion Papers 5676, Institute of Labor Economics (IZA).
- Ceren Ozgen & Peter Nijkamp & Jacques Poot, 2011. "Immigration and Innovation in European Regions," Norface Discussion Paper Series 2011028, Norface Research Programme on Migration, Department of Economics, University College London.
- Ceren Ozgen & Peter Nijkamp & Jacques Poot, 2011. "Immigration And Innovation In European Regions," Norface Discussion Paper Series 2011008, Norface Research Programme on Migration, Department of Economics, University College London.
- Simonen, Jaakko & McCann, Philip, 2008.
"Firm innovation: The influence of R&D cooperation and the geography of human capital inputs,"
Journal of Urban Economics, Elsevier, vol. 64(1), pages 146-154, July.
- Jaakko Simonen & Philip McCann, 2007. "Firm Innovation: The Influence Of R&D Cooperation And The Geography Of Human Capital Inputs," Monash Economics Working Papers 29-07, Monash University, Department of Economics.
- Audretsch, David B. & Feldman, Maryann P., 2004. "Knowledge spillovers and the geography of innovation," 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 61, pages 2713-2739, Elsevier.
- Trax, Michaela & Brunow, Stephan & Suedekum, Jens, 2015.
"Cultural diversity and plant-level productivity,"
Regional Science and Urban Economics, Elsevier, vol. 53(C), pages 85-96.
- Michaela Trax & Stephan Brunow & Jens Suedekum, 2012. "Cultural diversity and plant-level productivity," RF Berlin - CReAM Discussion Paper Series 1223, Rockwool Foundation Berlin (RF Berlin) - Centre for Research and Analysis of Migration (CReAM).
- Trax, Michaela & Brunow, Stephan & Suedekum, Jens, 2013. "Cultural diversity and plant-level productivity," DICE Discussion Papers 119, Heinrich Heine University Düsseldorf, Düsseldorf Institute for Competition Economics (DICE).
- Michaela Trax & Stephan Brunow & Jens Suedekum, 2012. "Cultural diversity and plant‐level productivity," Norface Discussion Paper Series 2012029, Norface Research Programme on Migration, Department of Economics, University College London.
- Trax, Michaela & Brunow, Stephan & Suedekum, Jens, 2012. "Cultural Diversity and Plant?Level Productivity," IZA Discussion Papers 6845, Institute of Labor Economics (IZA).
- Francesca Mazzolari & David Neumark, 2012.
"Immigration and product diversity,"
Journal of Population Economics, Springer;European Society for Population Economics, vol. 25(3), pages 1107-1137, July.
- Francesca Mazzolari & David Neumark, 2009. "Immigration and Product Diversity," NBER Working Papers 14900, National Bureau of Economic Research, Inc.
- Romer, Paul M, 1990.
"Endogenous Technological Change,"
Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
- Paul Romer, 1989. "Endogenous Technological Change," NBER Working Papers 3210, National Bureau of Economic Research, Inc.
- Paul M Romer, 1999. "Endogenous Technological Change," Levine's Working Paper Archive 2135, David K. Levine.
- Lynne G. Zucker & Michael R. Darby, 2009.
"Star Scientists, Innovation and Regional and National Immigration,"
Chapters, in: David B. Audretsch & Robert E. Litan & Robert Strom (ed.), Entrepreneurship and Openness, chapter 6,
Edward Elgar Publishing.
- Lynne G. Zucker & Michael R. Darby, 2007. "Star Scientists, Innovation and Regional and National Immigration," NBER Working Papers 13547, National Bureau of Economic Research, Inc.
- William R. Kerr & William F. Lincoln, 2010.
"The Supply Side of Innovation: H-1B Visa Reforms and U.S. Ethnic Invention,"
Journal of Labor Economics, University of Chicago Press, vol. 28(3), pages 473-508, July.
- William R. Kerr & William F. Lincoln, 2008. "The Supply Side of Innovation: H-1B Visa Reforms and US Ethnic Invention," Harvard Business School Working Papers 09-005, Harvard Business School.
- William R. Kerr & William F. Lincoln, 2010. "The Supply Side of Innovation: H-1B Visa Reforms and US Ethnic Invention," NBER Working Papers 15768, National Bureau of Economic Research, Inc.
- William Kerr & William Lincoln, 2010. "The Supply Side of Innovation: H-1B Visa Reforms and US Ethnic Invention," William Davidson Institute Working Papers Series wp978, William Davidson Institute at the University of Michigan.
- Alessandra Faggian & Philip McCann, 2009. "Human capital, graduate migration and innovation in British regions," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 33(2), pages 317-333, March.
- Jesse M. Shapiro, 2003. "Smart Cities: Explaining the Relationship between City Growth and Human Capital," Urban/Regional 0309001, University Library of Munich, Germany.
- Charles I. Jones & Paul M. Romer, 2010.
"The New Kaldor Facts: Ideas, Institutions, Population, and Human Capital,"
American Economic Journal: Macroeconomics, American Economic Association, vol. 2(1), pages 224-245, January.
- Charles I. Jones & Paul M. Romer, 2009. "The New Kaldor Facts: Ideas, Institutions, Population, and Human Capital," NBER Working Papers 15094, National Bureau of Economic Research, Inc.
- Jens Suedekum & Katja Wolf & Uwe Blien, 2014.
"Cultural Diversity and Local Labour Markets,"
Regional Studies, Taylor & Francis Journals, vol. 48(1), pages 173-191, January.
- Suedekum, Jens & Wolf, Katja & Blien, Uwe, 2009. "Cultural Diversity and Local Labour Markets," IZA Discussion Papers 4619, Institute of Labor Economics (IZA).
- Paul Almeida & Bruce Kogut, 1999. "Localization of Knowledge and the Mobility of Engineers in Regional Networks," Management Science, INFORMS, vol. 45(7), pages 905-917, July.
- Thomas Doring & Jan Schnellenbach, 2006.
"What do we know about geographical knowledge spillovers and regional growth?: A survey of the literature,"
Regional Studies, Taylor & Francis Journals, vol. 40(3), pages 375-395.
- Döring, Thomas & Schnellenbach, Jan, 2004. "What Do We Know About Geographical Knowledge Spillovers and Regional Growth? A Survey of the Literature," Research Notes 14, Deutsche Bank Research.
- 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.
- Niebuhr, Annekatrin, 2006. "Migration and innovation: Does cultural diversity matter for regional R&D activity?," IAB-Discussion Paper 200614, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
- Niebuhr, Annekatrin, 2006. "Migration and innovation: Does cultural diversity matter for regional R&D activity?," HWWI Research Papers 3-1, Hamburg Institute of International Economics (HWWI).
- Annekatrin Niebuhr, 2006. "Migration and Innovation - Does Cultural Diversity Matter for Regional R&D Activity?," ERSA conference papers ersa06p31, European Regional Science Association.
- Andrea Caragliu & Peter Nijkamp, 2008.
"The Impact of Regional Absorptive Capacity on Spatial Knowledge Spillovers,"
Tinbergen Institute Discussion Papers
08-119/3, Tinbergen Institute.
- Andrea Caragliu & Peter Nijkamp, 2011. "The impact of regional absorptive capacity on spatial knowledge spillovers," Post-Print hal-00673204, HAL.
- Alvarez, J. & Forrest, D. & Sanz, I. & Tena, J.D., 2011.
"Impact of importing foreign talent on performance levels of local co-workers,"
Labour Economics, Elsevier, vol. 18(3), pages 287-296, June.
- J. Alverez & David Forrest & I. Sanz & J. D. Tena, 2008. "Impact of Importing Foreign Talent on Performance Levels of Local Co-workers," IASE Conference Papers 0823, International Association of Sports Economists.
- J Alvarez & D Forrest & I. Sanz & JdD Tena, 2009. "Impact of Importing Foreign Talent on Performance Levels of Local Co-Workers," Working Paper CRENoS 200914, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
- Jacques Poot, 2007. "Demographic Change and Regional Competitiveness: The Effects of Immigration and Ageing," Population Studies Centre Discussion Papers dp-64, University of Waikato, Te Ngira Institute for Population Research.
- Agrawal, Ajay & Kapur, Devesh & McHale, John, 2008. "How do spatial and social proximity influence knowledge flows? Evidence from patent data," Journal of Urban Economics, Elsevier, vol. 64(2), pages 258-269, September.
- 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.
- Scott E. Page, 2007. "Prologue to The Difference: How the Power of Diversity Creates Better Groups, Firms, Schools, and Societies," Introductory Chapters, in: The Difference: How the Power of Diversity Creates Better Groups, Firms, Schools, and Societies, Princeton University Press.
- Neil Lee & Max Nathan, 2010. "Knowledge workers, cultural diversity and innovation: evidence from London," International Journal of Knowledge-Based Development, Inderscience Enterprises Ltd, vol. 1(1/2), pages 53-78.
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More about this item
Keywords
immigration; innovation; cultural diversity; knowledge spillovers; linked employer-employee data; Netherlands;All these keywords.
JEL classification:
- D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
- F22 - International Economics - - International Factor Movements and International Business - - - International Migration
- O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
NEP fields
This paper has been announced in the following NEP Reports:- NEP-BEC-2011-09-22 (Business Economics)
- NEP-CSE-2011-09-22 (Economics of Strategic Management)
- NEP-EFF-2011-09-22 (Efficiency and Productivity)
- NEP-ENT-2011-09-22 (Entrepreneurship)
- NEP-EUR-2011-09-22 (Microeconomic European Issues)
- NEP-INO-2011-09-22 (Innovation)
- NEP-KNM-2011-09-22 (Knowledge Management and Knowledge Economy)
- NEP-MIG-2011-09-22 (Economics of Human Migration)
- NEP-SBM-2011-09-22 (Small Business Management)
- NEP-URE-2011-09-22 (Urban and Real Estate Economics)
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