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The efect on firms' Productivity of accessibility. The Spanish manufacturung sector

  • David, Martín-Barroso
  • Juan Andres, Nuñez
  • Francisco J., Velazquez

This paper evaluates the impact of accessibility on the productivity of Spanish manufacturing firms. We suggest the use of accessibility indicators to workers and commodities, integrating transport, land use, and individual components in their measurement, and computing real distances or travelling times using the Spanish full road network. The estimation is carried out in two steps. In the first one we estimate almost a hundred production functions using a panel of 155,937 firms along the 1999-2009 period from SABI database, applying Levinsohn and Petrin technique. From these estimations we derive the Total Factor Productivity function for year 2009, which is then explained in the second estimation step as a function of the accessibility indicators and additional control variables. Results evidence the crucial role of the accessibility to commodities, and a lesser but significant effect of workers’ accessibility on firms’ productivity.

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Paper provided by University Library of Munich, Germany in its series MPRA Paper with number 45842.

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Date of creation: 04 Apr 2013
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Handle: RePEc:pra:mprapa:45842
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  1. Andersson, Martin & Johansson, Sara & Lööf, Hans, 2007. "Productivity and International Trade - firm-level evidence from a small open economy," Working Paper Series in Economics and Institutions of Innovation 99, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies.
  2. Emre Korsu & Sandrine Wenglenski, 2010. "Job Accessibility, Residential Segregation and Risk of Long-term Unemployment in the Paris Region," Urban Studies, Urban Studies Journal Limited, vol. 47(11), pages 2279-2324, October.
  3. Z, Griliches & Jacques Mairesse, 1997. "Production Functions : The Search for Identification," Working Papers 97-30, Centre de Recherche en Economie et Statistique.
  4. Berndt, Ernst R & Hansson, Bengt, 1992. " Measuring the Contribution of Public Infrastructure Capital in Sweden," Scandinavian Journal of Economics, Wiley Blackwell, vol. 94(0), pages S151-68, Supplemen.
  5. Boarnet, Marlon G., 1995. "Highways and Economic Productivity: Interpreting Recent Evidence," University of California Transportation Center, Working Papers qt4g79984s, University of California Transportation Center.
  6. Nina Pavcnik, 2000. "Trade Liberalization, Exit, and Productivity Improvements: Evidence from Chilean Plants," NBER Working Papers 7852, National Bureau of Economic Research, Inc.
  7. Vogel, Alexander & Wagner, Joachim, 2008. "Higher Productivity in Importing German Manufacturing Firms: Self-Selection, Learning from Importing, or Both?," IZA Discussion Papers 3854, Institute for the Study of Labor (IZA).
  8. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," Review of Economic Studies, Wiley Blackwell, vol. 70(2), pages 317-341, 04.
  9. Yeaple, Stephen Ross, 2009. "Firm heterogeneity and the structure of U.S. multinational activity," Journal of International Economics, Elsevier, vol. 78(2), pages 206-215, July.
  10. Lall, Somik & Shalizi, Zmarak & Deichmann, Uwe, 2001. "Agglomeration economies and productivity in Indian industry," Policy Research Working Paper Series 2663, The World Bank.
  11. Jovanovic, Boyan, 1982. "Selection and the Evolution of Industry," Econometrica, Econometric Society, vol. 50(3), pages 649-70, May.
  12. Diego Puga, 2010. "The Magnitude And Causes Of Agglomeration Economies," Journal of Regional Science, Wiley Blackwell, vol. 50(1), pages 203-219.
  13. Marius BRÜLHART & Nicole A. MATHYS, 2007. "Sectoral Agglomeration Economies in a Panel of European Regions," Cahiers de Recherches Economiques du Département d'Econométrie et d'Economie politique (DEEP) 07.04, Université de Lausanne, Faculté des HEC, DEEP.
  14. Rafael González-Val & Daniel A. Tirado Fabregat & Elisabet Viladecans-Marsal, 2013. "Market potential and city growth : Spain 1860-1960," Working Papers in Economic History wp13-04, Universidad Carlos III, Instituto Figuerola de Historia y Ciencias Sociales.
  15. Pierre-Philippe Combes & Gilles Duranton & Laurent Gobillon, 2008. "Spatial Wage Disparities: Sorting Matters!," Post-Print halshs-00754296, HAL.
  16. David B. Audretsch, 1995. "Innovation and Industry Evolution," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262011468, June.
  17. Ilke Van Beveren, 2012. "Total Factor Productivity Estimation: A Practical Review," Journal of Economic Surveys, Wiley Blackwell, vol. 26(1), pages 98-128, 02.
  18. John Weche Gelübcke, 2013. "The performance of foreign affiliates in German manufacturing: evidence from a new database," Review of World Economics (Weltwirtschaftliches Archiv), Springer, vol. 149(1), pages 151-182, March.
  19. Richard Harris & Catherine Robinson, 2003. "Foreign Ownership and Productivity in the United Kingdom Estimates for U.K. Manufacturing Using the ARD," Review of Industrial Organization, Springer, vol. 22(3), pages 207-223, May.
  20. Amil Petrin & Brian P. Poi & James Levinsohn, 2004. "Production function estimation in Stata using inputs to control for unobservables," Stata Journal, StataCorp LP, vol. 4(2), pages 113-123, June.
  21. Huergo, Elena & Jaumandreu, Jordi, 2004. "Firms' age, process innovation and productivity growth," International Journal of Industrial Organization, Elsevier, vol. 22(4), pages 541-559, April.
  22. 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.
  23. Daniel Graham & Patricia Melo & David Levinson, 2012. "Agglomeration, Accessibility, and Productivity: Evidence for Urbanized Areas in the US," Working Papers 000104, University of Minnesota: Nexus Research Group.
  24. Gilles Duranton & Matthew A. Turner, 2012. "Urban Growth and Transportation," Review of Economic Studies, Oxford University Press, vol. 79(4), pages 1407-1440.
  25. Anthony J. Venables, 2004. "Evaluating Urban Transport Improvements: Cost Benefit Analysis in the Presence of Agglomeration and Income Taxation," CEP Discussion Papers dp0651, Centre for Economic Performance, LSE.
  26. Pierre-Philippe COMBES & Gilles DURANTON & Laurent GOBILLON, 2010. "The Identification of Agglomeration Economies," Working Papers 2010-52, Centre de Recherche en Economie et Statistique.
  27. Melo, Patricia C. & Graham, Daniel J. & Brage-Ardao, Ruben, 2013. "The productivity of transport infrastructure investment: A meta-analysis of empirical evidence," Regional Science and Urban Economics, Elsevier, vol. 43(5), pages 695-706.
  28. Adelheid Holl, 2012. "Market potential and firm-level productivity in Spain," Journal of Economic Geography, Oxford University Press, vol. 12(6), pages 1191-1215, November.
  29. Sims, Christopher A, 1969. "Theoretical Basis for a Double Deflated Index of Real Value Added," The Review of Economics and Statistics, MIT Press, vol. 51(4), pages 470-71, November.
  30. Robert J. Barro, 2012. "Inflation and Economic Growth," CEMA Working Papers 568, China Economics and Management Academy, Central University of Finance and Economics.
  31. Wooldridge, Jeffrey M., 2009. "On estimating firm-level production functions using proxy variables to control for unobservables," Economics Letters, Elsevier, vol. 104(3), pages 112-114, September.
  32. Q Shen, 1998. "Location characteristics of inner-city neighborhoods and employment accessibility of low-wage workers," Environment and Planning B: Planning and Design, Pion Ltd, London, vol. 25(3), pages 345-365, May.
  33. Bee Yan Aw & Mark J. Roberts & Daniel Yi Xu, 2009. "R&D Investment, Exporting, and Productivity Dynamics," NBER Working Papers 14670, National Bureau of Economic Research, Inc.
  34. Martin Andersson & Hans Lööf, 2011. "Agglomeration and productivity: evidence from firm-level data," The Annals of Regional Science, Springer, vol. 46(3), pages 601-620, June.
  35. Daniel Graham & H. Kim, 2008. "An empirical analytical framework for agglomeration economies," The Annals of Regional Science, Springer, vol. 42(2), pages 267-289, June.
  36. Hopenhayn, Hugo A, 1992. "Entry, Exit, and Firm Dynamics in Long Run Equilibrium," Econometrica, Econometric Society, vol. 60(5), pages 1127-50, September.
  37. Roger Vickerman & Klaus Spiekermann & Michael Wegener, 1999. "Accessibility and Economic Development in Europe," Regional Studies, Taylor & Francis Journals, vol. 33(1), pages 1-15.
  38. Jože P. Damijan & Sašo Polanec & Janez Prašnikar, 2007. "Outward FDI and Productivity: Micro-evidence from Slovenia," The World Economy, Wiley Blackwell, vol. 30(1), pages 135-155, 01.
  39. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," Review of Economic Studies, Oxford University Press, vol. 70(2), pages 317-341.
  40. Daniel J. Graham & Patricia S. Melo & Piyapong Jiwattanakulpaisarn & Robert B. Noland, 2010. "Testing For Causality Between Productivity And Agglomeration Economies," Journal of Regional Science, Wiley Blackwell, vol. 50(5), pages 935-951, December.
  41. Goerlich Gisbert Francisco J. & Cantarino Martí Isidro, 2010. "Un índice de rugosidad del terreno a escala municipal a partir de modelos de elevación digital de acceso público," Working Papers 20105, Fundacion BBVA / BBVA Foundation.
  42. Eric J. Bartelsman & Mark Doms, 2000. "Understanding productivity: lessons from longitudinal microdata," Finance and Economics Discussion Series 2000-19, Board of Governors of the Federal Reserve System (U.S.).
  43. Berndt, Ernst & Hansson, Bengt, 1992. "Measuring the Contribution of Capital in Sweden," Working Paper Series 365, Research Institute of Industrial Economics.
  44. Eiichi Tomiura, 2005. "Foreign Outsourcing, Exporting, and FDI: A Productivity Comparison at the Firm Level," Discussion Paper Series 168, Research Institute for Economics & Business Administration, Kobe University.
  45. Fariñas, Jose C. & Ruano, Sonia, 2005. "Firm productivity, heterogeneity, sunk costs and market selection," International Journal of Industrial Organization, Elsevier, vol. 23(7-8), pages 505-534, September.
  46. Forslund, Ulla M & Johansson, Borje, 1995. "Assessing Road Investments: Accessibility Changes, Cost Benefit and Production Effects," The Annals of Regional Science, Springer, vol. 29(2), pages 155-74, May.
  47. Melo, Patricia C. & Graham, Daniel J. & Noland, Robert B., 2009. "A meta-analysis of estimates of urban agglomeration economies," Regional Science and Urban Economics, Elsevier, vol. 39(3), pages 332-342, May.
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