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Estimation of semiparametric sorting models: Explaining geographical concentration of business services

Listed author(s):
  • Koster, Hans R.A.
  • van Ommeren, Jos
  • Rietveld, Piet

We introduce a sorting model for firms where firm-specific profit coefficients can be identified given information on location choices of firms. It is shown that one may estimate such a model using a semiparametric Poisson approach. We apply this approach by examining the effects of specialization and diversity at the local level on profitability of business services firms. We find that, for most firms, profitability increases with specialization and decreases with diversity. In line with the literature, it is shown that specialization is particularly profitable for large and older firms, whereas diversity is relatively more profitable for smaller and younger firms.

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File URL: http://www.sciencedirect.com/science/article/pii/S0166046213000860
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Article provided by Elsevier in its journal Regional Science and Urban Economics.

Volume (Year): 44 (2014)
Issue (Month): C ()
Pages: 14-28

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Handle: RePEc:eee:regeco:v:44:y:2014:i:c:p:14-28
DOI: 10.1016/j.regsciurbeco.2013.10.001
Contact details of provider: Web page: http://www.elsevier.com/locate/regec

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  1. 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.
  2. Matthew P. Drennan & Hugh F. Kelly, 2011. "Measuring urban agglomeration economies with office rents," Journal of Economic Geography, Oxford University Press, vol. 11(3), pages 481-507, May.
  3. Salvador Barrios & Holger Görg & Eric Strobl, 2006. "Multinationals' Location Choice, Agglomeration Economies, and Public Incentives," International Regional Science Review, SAGE Publishing, vol. 29(1), pages 81-107, January.
  4. Gilles Duranton & Laurent Gobillon & Henry G. Overman, 2011. "Assessing the Effects of Local Taxation using Microgeographic Data," Economic Journal, Royal Economic Society, vol. 121(555), pages 1017-1046, 09.
  5. Head, Keith & Ries, John & Swenson, Deborah, 1995. "Agglomeration benefits and location choice: Evidence from Japanese manufacturing investments in the United States," Journal of International Economics, Elsevier, vol. 38(3-4), pages 223-247, May.
  6. Patrick Bajari & Matthew E. Kahn, 2005. "Estimating Housing Demand With an Application to Explaining Racial Segregation in Cities," Journal of Business & Economic Statistics, American Statistical Association, vol. 23, pages 20-33, January.
  7. Stuart S. Rosenthal & William C. Strange, 2003. "Geography, Industrial Organization, and Agglomeration," Center for Policy Research Working Papers 56, Center for Policy Research, Maxwell School, Syracuse University.
  8. Patrick Bayer & Fernando Ferreira & Robert McMillan, 2007. "A Unified Framework for Measuring Preferences for Schools and Neighborhoods," Journal of Political Economy, University of Chicago Press, vol. 115(4), pages 588-638, 08.
  9. Charles F. Manski, 2000. "Economic Analysis of Social Interactions," Journal of Economic Perspectives, American Economic Association, vol. 14(3), pages 115-136, Summer.
  10. Glenn Ellison & Edward L. Glaeser, 1994. "Geographic Concentration in U.S. Manufacturing Industries: A Dartboard Approach," NBER Working Papers 4840, National Bureau of Economic Research, Inc.
  11. Figueiredo, Octavio & Guimaraes, Paulo & Woodward, Douglas, 2002. "Home-field advantage: location decisions of Portuguese entrepreneurs," Journal of Urban Economics, Elsevier, vol. 52(2), pages 341-361, September.
  12. Rappaport, Jordan & Kahn, Matthew E. & Glaeser, Edward, 2008. "Why Do The Poor Live In Cities? The Role of Public Transportation," Scholarly Articles 2958224, Harvard University Department of Economics.
  13. J. Morgan Jones & Jane T. Landwehr, 1988. "Removing Heterogeneity Bias from Logit Model Estimation," Marketing Science, INFORMS, vol. 7(1), pages 41-59.
  14. Paulo Guimarães & Octávio Figueirdo & Douglas Woodward, 2003. "A Tractable Approach to the Firm Location Decision Problem," The Review of Economics and Statistics, MIT Press, vol. 85(1), pages 201-204, February.
  15. 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.
  16. Glenn Ellison & Edward L. Glaeser, 1999. "The Geographic Concentration of Industry: Does Natural Advantage Explain Agglomeration?," Harvard Institute of Economic Research Working Papers 1862, Harvard - Institute of Economic Research.
  17. Pagan,Adrian & Ullah,Aman, 1999. "Nonparametric Econometrics," Cambridge Books, Cambridge University Press, number 9780521355643, December.
  18. Patricia Rice & Anthony J. Venables, 2004. "Spatial Determinants of Productivity: Analysis for the Regions of Great Britain," CEP Discussion Papers dp0642, Centre for Economic Performance, LSE.
  19. Combes, Pierre-Philippe & Duranton, Gilles & Gobillon, Laurent, 2004. "Spatial Wage Disparities: Sorting Matters!," CEPR Discussion Papers 4240, C.E.P.R. Discussion Papers.
  20. Ciccone, Antonio & Hall, Robert E, 1996. "Productivity and the Density of Economic Activity," American Economic Review, American Economic Association, vol. 86(1), pages 54-70, March.
  21. Ioannides, Yannis M. & Zabel, Jeffrey E., 2008. "Interactions, neighborhood selection and housing demand," Journal of Urban Economics, Elsevier, vol. 63(1), pages 229-252, January.
  22. Lambert, Dayton M. & Brown, Jason P. & Florax, Raymond J.G.M., 2010. "A two-step estimator for a spatial lag model of counts: Theory, small sample performance and an application," Regional Science and Urban Economics, Elsevier, vol. 40(4), pages 241-252, July.
  23. Gilles Duranton & Diego Puga, 2000. "Nursery cities: urban diversity, process innovation and the life-cycle of products," LSE Research Online Documents on Economics 20204, London School of Economics and Political Science, LSE Library.
  24. Daniel P. McMillen, 2004. "Employment Densities, Spatial Autocorrelation, and Subcenters in Large Metropolitan Areas," Journal of Regional Science, Wiley Blackwell, vol. 44(2), pages 225-244.
  25. Guimaraes, Paulo & Figueiredo, Octavio & Woodward, Douglas, 2000. "Agglomeration and the Location of Foreign Direct Investment in Portugal," Journal of Urban Economics, Elsevier, vol. 47(1), pages 115-135, January.
  26. Glenn Ellison & Edward L. Glaeser & William R. Kerr, 2007. "What Causes Industry Agglomeration? Evidence from Coagglomeration Patterns," Harvard Business School Working Papers 07-064, Harvard Business School.
  27. Gilles Duranton & Henry Overman, 2002. "Testing for Localisation Using Micro-Geographic Data," CEP Discussion Papers dp0540, Centre for Economic Performance, LSE.
  28. Allen Klaiber, H. & Phaneuf, Daniel J., 2010. "Valuing open space in a residential sorting model of the Twin Cities," Journal of Environmental Economics and Management, Elsevier, vol. 60(2), pages 57-77, September.
  29. Koster, Hans R.A. & van Ommeren, Jos & Rietveld, Piet, 2012. "Bombs, boundaries and buildings," Regional Science and Urban Economics, Elsevier, vol. 42(4), pages 631-641.
  30. Cheshire, Paul & Sheppard, Stephen, 1995. "On the Price of Land and the Value of Amenities," Economica, London School of Economics and Political Science, vol. 62(246), pages 247-267, May.
  31. Fujita, Masahisa & Ogawa, Hideaki, 1982. "Multiple equilibria and structural transition of non-monocentric urban configurations," Regional Science and Urban Economics, Elsevier, vol. 12(2), pages 161-196, May.
  32. Robert E. Lucas, Jr., 1999. "Externalities and Cities," Annual Meeting Plenary 1999-3, Society for Economic Dynamics.
  33. Paul M Romer, 1999. "Increasing Returns and Long-Run Growth," Levine's Working Paper Archive 2232, David K. Levine.
  34. 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.
  35. Muller, Emmanuel & Zenker, Andrea, 2001. "Business services as actors of knowledge transformation: the role of KIBS in regional and national innovation systems," Research Policy, Elsevier, vol. 30(9), pages 1501-1516, December.
  36. Heckman, James J, 1979. "Sample Selection Bias as a Specification Error," Econometrica, Econometric Society, vol. 47(1), pages 153-161, January.
  37. Yatchew,Adonis, 2003. "Semiparametric Regression for the Applied Econometrician," Cambridge Books, Cambridge University Press, number 9780521012263, December.
  38. LeRoy, Stephen F. & Sonstelie, Jon, 1983. "Paradise lost and regained: Transportation innovation, income, and residential location," Journal of Urban Economics, Elsevier, vol. 13(1), pages 67-89, January.
  39. Wouter Jacobs & Hans R.A. Koster & Frank van Oort, 2012. "Co-agglomeration of Knowledge-Intensive Business Services and Multinational Enterprises," Papers in Evolutionary Economic Geography (PEEG) 1225, Utrecht University, Section of Economic Geography, revised Dec 2012.
  40. McMillen, Daniel P. & McDonald, John F., 1998. "Suburban Subcenters and Employment Density in Metropolitan Chicago," Journal of Urban Economics, Elsevier, vol. 43(2), pages 157-180, March.
  41. James W. Hardin & Henrik Schmeidiche & Raymond J. Carroll, 2003. "Instrumental variables, bootstrapping, and generalized linear models," Stata Journal, StataCorp LP, vol. 3(4), pages 351-360, December.
  42. Kurt Schmidheiny & Marius Brülhart, 2009. "On the Equivalence of Location Choice Models: Conditional Logit, Nested Logit and Poisson," CESifo Working Paper Series 2726, CESifo Group Munich.
  43. Christopher Timmins, 2005. "Estimable equilibrium models of locational sorting and their role in development economics," Journal of Economic Geography, Oxford University Press, vol. 5(1), pages 83-100, January.
  44. Todd M. Gabe & Kathleen P. Bell, 2004. "Tradeoffs between Local Taxes and Government Spending as Determinants of Business Location," Journal of Regional Science, Wiley Blackwell, vol. 44(1), pages 21-41.
  45. Mohammad Arzaghi & J. Vernon Henderson, 2008. "Networking off Madison Avenue," Review of Economic Studies, Oxford University Press, vol. 75(4), pages 1011-1038.
  46. repec:hal:journl:halshs-00118808 is not listed on IDEAS
  47. Bartik, Timothy J, 1985. "Business Location Decisions in the United States: Estimates of the Effects of Unionization, Taxes, and Other Characteristics of States," Journal of Business & Economic Statistics, American Statistical Association, vol. 3(1), pages 14-22, January.
  48. Woodward, Douglas & Figueiredo, Octavio & Guimaraes, Paulo, 2006. "Beyond the Silicon Valley: University R&D and high-technology location," Journal of Urban Economics, Elsevier, vol. 60(1), pages 15-32, July.
  49. Patrick Bayer & Christopher Timmins, 2007. "Estimating Equilibrium Models Of Sorting Across Locations," Economic Journal, Royal Economic Society, vol. 117(518), pages 353-374, 03.
  50. Combes, Pierre-Philippe, 2000. "Economic Structure and Local Growth: France, 1984-1993," Journal of Urban Economics, Elsevier, vol. 47(3), pages 329-355, May.
  51. Fabrice Defever, 2006. "Functional fragmentation and the location of multinational firms in the enlarged Europe," Cahiers de la Maison des Sciences Economiques bla06052, Université Panthéon-Sorbonne (Paris 1).
  52. Wouter Jacobs & Hans Koster & Peter Hall, 2011. "The Location and Global Network Structure of Maritime Advanced Producer Services," Urban Studies, Urban Studies Journal Limited, vol. 48(13), pages 2749-2769, October.
  53. Cho, Seong-Hoon & Lambert, Dayton M. & Kim, Seung Gyu & Jung, Suhyun, 2009. "Extreme coefficients in Geographically Weighted Regression and their effects on mapping," 2009 Annual Meeting, July 26-28, 2009, Milwaukee, Wisconsin 49117, Agricultural and Applied Economics Association.
  54. Paulo Guimaraes & Octávio Figueiredo & Douglas Woodward, 2004. "Industrial Location Modeling: Extending the Random Utility Framework," Journal of Regional Science, Wiley Blackwell, vol. 44(1), pages 1-20.
  55. David Wheeler & Michael Tiefelsdorf, 2005. "Multicollinearity and correlation among local regression coefficients in geographically weighted regression," Journal of Geographical Systems, Springer, vol. 7(2), pages 161-187, 06.
  56. Daniel P. McMillen, 2010. "Issues In Spatial Data Analysis," Journal of Regional Science, Wiley Blackwell, vol. 50(1), pages 119-141.
  57. J. Vernon Henderson & Ari Kuncoro & Matthew Turner, 1992. "Industrial Development in Cities," NBER Working Papers 4178, National Bureau of Economic Research, Inc.
  58. Daniel P. McMillen & Christian L. Redfearn, 2010. "Estimation And Hypothesis Testing For Nonparametric Hedonic House Price Functions," Journal of Regional Science, Wiley Blackwell, vol. 50(3), pages 712-733.
  59. Redfearn, Christian L., 2009. "How informative are average effects? Hedonic regression and amenity capitalization in complex urban housing markets," Regional Science and Urban Economics, Elsevier, vol. 39(3), pages 297-306, May.
  60. Robert E. Lucas & Esteban Rossi-Hansberg, 2002. "On the Internal Structure of Cities," Econometrica, Econometric Society, vol. 70(4), pages 1445-1476, July.
  61. Holl, Adelheid, 2004. "Manufacturing location and impacts of road transport infrastructure: empirical evidence from Spain," Regional Science and Urban Economics, Elsevier, vol. 34(3), pages 341-363, May.
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