Agglomeration, productivity and the role of transport system improvements

We explore how the transport improvements impact agglomeration and thereby productivity in mid-Sweden including Stockholm 1995-2006. We measure agglomeration, and changes in agglomeration in response to transport improvements, based on travel times. This is a more accurate measure of agglomeration than previously used and also necessary for understanding how governments can impact agglomeration, and thereby productivity, by transport investments. We regress temporal changes in wages on temporal changes in agglomeration applying a FE estimator. We deal with the potential endogeneity using a novel instrument variable. Our best estimates of the agglomeration elasticity on productivity lie within the interval 0.028-0.035.

[1]  Maria Börjesson,et al.  An ex-post CBA for the Stockholm Metro , 2014 .

[2]  A. Venables Evaluating Urban Transport Improvements: Cost-Benefit Analysis in the Presence of Agglomeration and Income Taxation , 2004 .

[3]  K. Desmet,et al.  Changes in the spatial concentration of employment across US counties: a sectoral analysis 1972–2000 , 2005 .

[4]  J. Brueckner,et al.  Spatial mismatch: An equilibrium analysis , 1997 .

[5]  W. Strange,et al.  Elements of Skill: Traits, Intelligences, Education, and Agglomeration , 2010 .

[6]  Giordano Mion,et al.  Spatial externalities and empirical analysis: the case of Italy , 2004 .

[7]  P. Combes,et al.  The Empirics of Agglomeration Economies , 2014, SSRN Electronic Journal.

[8]  Paolo Naticchioni,et al.  Wage distribution and the spatial sorting of workers , 2012 .

[9]  J. Håkansson,et al.  The Spatial Extent of Agglomeration Economies Across the Wage Earnings Distribution , 2018, Journal of Regional Science.

[10]  W. Wheaton,et al.  Income and Urban Residence: An Analysis of Consumer Demand for Location , 1974 .

[11]  Daniel J. Graham,et al.  Estimating the agglomeration benefits of transport investments: some tests for stability , 2011 .

[12]  Daniel J. Graham,et al.  The productivity of transport infrastructure investment: A meta-analysis of empirical evidence , 2013 .

[13]  Eleonora Patacchini,et al.  Wages and the City - Evidence from Italy , 2007 .

[14]  Edward L. Glaeser,et al.  Cities, Agglomeration And Spatial Equilibrium , 2008 .

[15]  Jos N. van Ommeren,et al.  Wages and Commuting: Quasi�?Natural Experiments' Evidence from Firms that Relocate , 2014 .

[16]  Henri L. F. de Groot,et al.  Estimating the Skill Bias in Agglomeration Externalities and Social Returns to Education: Evidence from Dutch Matched Worker-Firm Micro-Data , 2014, De Economist.

[17]  Jos N. van Ommeren,et al.  Start Time and Worker Compensation: Implications for Staggered-Hours Programs , 2010 .

[18]  C. D. Harris The, Market as a Factor in the Localization of Industry in the United States , 1954 .

[19]  David C. Maré,et al.  Cities and Skills , 1994, Journal of Labor Economics.

[20]  J. Angrist,et al.  Identification and Estimation of Local Average Treatment Effects , 1994 .

[21]  Enrico Moretti,et al.  Estimating the Social Return to Higher Education: Evidence from Longitudinal and Repeated Cross-Sectional Data , 2002 .

[22]  Marius Brülhart,et al.  Sectoral Agglomeration Economies in a Panel of European Regions , 2007 .

[23]  S. Machin,et al.  Spatial Changes in Labour Market Inequality , 2013, SSRN Electronic Journal.

[24]  James E. Rauch,et al.  Productivity Gains from Geographic Concentration of Human Capital: Evidence from the Cities , 1991 .

[25]  Y. Zenou,et al.  How Important is Access to Jobs? Old Question - Improved Answer , 2006, SSRN Electronic Journal.

[26]  Daniel J. Graham,et al.  Variable returns to agglomeration and the effect of road traffic congestion , 2007 .

[27]  G. Isacsson External effects of education on earnings: Swedish evidence using matched employee-establishment data , 2005 .

[28]  Benjamin Faber,et al.  Trade Integration, Market Size, and Industrialization: Evidence from China's National Trunk Highway System , 2014 .

[29]  J. Henderson,et al.  Roads, Railroads, and Decentralization of Chinese Cities , 2017, Review of Economics and Statistics.

[30]  Piet Rietveld,et al.  Changes in Commuting Distances of Dutch Households , 1994 .

[31]  P. Combes,et al.  The Identification of Agglomeration Economies , 2010 .

[32]  R. Hornbeck,et al.  Railroads and American Economic Growth: a "Market Access" Approach , 2013 .

[33]  Joseph Berechman,et al.  Modeling and Analysis of the Link between Accessibility and Employment Growth , 2006 .

[34]  Paolo Naticchioni,et al.  Urbanization Externalities, Market Potential and Spatial Sorting of Skills and Firms , 2005 .

[35]  Peter Nijkamp,et al.  Job Moving, Residential Moving, and Commuting: A Search Perspective , 1999 .

[36]  David E. Weinstein,et al.  A Search for Multiple Equilibria in Urban Industrial Structure , 2004 .

[37]  Marigee Bacolod,et al.  Urban Interactions: Soft Skills Versus Specialization , 2009 .

[38]  Laurent Gobillon,et al.  Estimating Agglomeration Economies with History, Geology, and Worker Effects , 2008 .

[39]  Christopher H. Wheeler Cities and the Growth of Wages Among Young Workers: Evidence from the Nlsy , 2005 .

[40]  J. Eeckhout,et al.  Spatial Sorting , 2014, Journal of Political Economy.

[41]  Gordon H. Hanson Increasing Returns, Trade and the Regional Structure of Wages , 1997 .

[42]  Anthony J. Venables,et al.  Economic Geography and International Inequality , 2001 .

[43]  Jeffrey J. Yankow Why do cities pay more? An empirical examination of some competing theories of the urban wage premium , 2006 .

[44]  Douglas L. Miller,et al.  A Practitioner’s Guide to Cluster-Robust Inference , 2015, The Journal of Human Resources.

[45]  Joshua D. Angrist,et al.  Mostly Harmless Econometrics: An Empiricist's Companion , 2008 .

[46]  S. Rosenthal,et al.  The attenuation of human capital spillovers , 2008 .

[47]  Jos N. van Ommeren,et al.  Commuting and labour supply revisited , 2015 .

[48]  Maria Börjesson,et al.  Labour market accessibility and unemployment , 2017 .

[49]  Maria Börjesson,et al.  Does Benefit-Cost Efficiency Influence Transport Investment Decisions? , 2015 .

[50]  S. Rosenthal,et al.  Geography, Industrial Organization, and Agglomeration , 2003, Review of Economics and Statistics.

[51]  T. Mayer,et al.  Regional Wage and Employment Responses to Market Potential in the EU , 2005 .

[52]  N. Foster,et al.  Sectoral Productivity, Density and Agglomeration in the Wider Europe , 2008 .

[53]  P. Combes,et al.  Spatial Wage Disparities: Sorting Matters! , 2004 .

[54]  J. Angrist,et al.  Identification and Estimation of Local Average Treatment Effects , 1995 .

[55]  D. Puga,et al.  Learning by Working in Big Cities , 2012 .

[56]  Maria Börjesson,et al.  Experiences from the Swedish Value of Time study , 2011 .

[57]  E. Moretti,et al.  Identifying Agglomeration Spillovers: Evidence from Winners and Losers of Large Plant Openings , 2009 .

[58]  S. Rosenthal,et al.  Evidence on the nature and sources of agglomeration economies , 2004 .

[59]  Gordon H. Hanson Market Potential, Increasing Returns, and Geographic Concentration , 1998 .

[60]  J. Brueckner,et al.  Space and Unemployment: The Labor‐Market Effects of Spatial Mismatch , 2003, Journal of Labor Economics.

[61]  Fernando V. Ferreira,et al.  Causal Inference in Urban and Regional Economics , 2014 .

[62]  Jan-Eric Nilsson INVESTMENT DECISIONS IN A PUBLIC BUREAUCRACY: A CASE STUDY OF SWEDISH ROAD PLANNING PRACTICES , 1991 .

[63]  Paolo Naticchioni,et al.  The Spatial Sorting and Matching of Skills and Firms , 2006 .

[64]  Raffaele Paci,et al.  Productivity Growth in the Old and New Europe: The Role of Agglomeration Externalities , 2011 .

[65]  Christopher H. Wheeler Search, Sorting, and Urban Agglomeration , 2001, Journal of Labor Economics.

[66]  Marcelo Walter,et al.  Spatial sorting: An efficient strategy for approximate nearest neighbor searching , 2016, Comput. Graph..

[67]  A. Manning The plant size-place effect: agglomeration and monopsony in labour markets , 2010 .

[68]  M. Fosgerau,et al.  Cost Benefit Analysis of a Transport Improvement in the Case of Search Unemployment , 2008 .

[69]  Adelheid Holl,et al.  A Review of the Firm-Level Role of Transport Infrastructure with Implications for Transport Project Evaluation , 2006 .

[70]  Jaison R. Abel,et al.  Productivity and the Density of Human Capital , 2012 .

[71]  S. Redding,et al.  The Costs of Remoteness: Evidence from German Division and Reunification , 2005 .

[72]  Gilles Duranton,et al.  Chapter 48 – Micro-Foundations of Urban Agglomeration Economies , 2004 .

[73]  Daniel J. Graham,et al.  A meta-analysis of estimates of urban agglomeration economies , 2009 .

[74]  A. Venables,et al.  Globalization and the Inequality of Nations , 1995 .

[75]  J. V. Ommeren,et al.  Do rich households live farther away from their workplaces , 2012 .

[76]  J. Elíasson,et al.  Cost-benefit analysis of transport improvements in the presence of spillovers, matching and an income tax , 2019, Economics of Transportation.

[77]  A. Cameron,et al.  Microeconometrics: Methods and Applications , 2005 .

[78]  E. Glaeser Chapter 56 – Sprawl and Urban Growth , 2004 .

[79]  G. Peri,et al.  Identifying Human Capital Externalities. Theory with Applications , 2006 .

[80]  C. Dustmann,et al.  Referral-Based Job Search Networks , 2016, SSRN Electronic Journal.

[81]  Mark Wardman,et al.  Public transport values of time , 2004 .

[82]  Nathaniel Baum-Snow,et al.  Understanding the City Size Wage Gap. , 2012, The Review of economic studies.

[83]  R. Noland,et al.  Testing for Causality between Productivity and Agglomeration Economies , 2010 .

[84]  R. Sanchis-Guarner,et al.  New Road Infrastructure: The Effects on Firms , 2016, Journal of Urban Economics.

[85]  Alan Manning,et al.  The Real Thin Theory: Monopsony in Modern Labour Markets , 2003 .

[86]  A. Venables,et al.  Spatial Determinants of Productivity: Analysis for the Regions of Great Britain , 2004 .

[87]  B. Oelman,et al.  TRANSPORT AND THE ECONOMY , 1994 .

[88]  H. Overman,et al.  The urban wage growth premium: sorting or learning? , 2014 .

[89]  R. Hall,et al.  Productivity and the Density of Economic Activity , 1993 .

[90]  Agglomeration-Effects in Europe , 2002 .

[91]  Maria Börjesson,et al.  Valuating perceived insecurity associated with use of and access to public transport , 2012 .

[92]  Adelheid Holl Market potential and firm-level productivity in Spain , 2012 .