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Unravelling urban advantages - A meta-analysis of agglomeration economies

Author

Listed:
  • Stuart Donovan

    (Vrije Universiteit Amsterdam)

  • Thomas de Graaff

    (Vrije Universiteit Amsterdam)

  • Henri de Groot

    (Vrije Universiteit Amsterdam)

  • Carl Koopmans

    (Vrije Universiteit Amsterdam)

Abstract

A large body of literature considers the productive advantages of cities, or “agglomeration economies†. Most empirical studies report positive agglomeration economies, although large variation exists in the magnitude of estimates. We use a meta-analysis to explore this variation, drawing on 6,684 estimates from 295 studies that cover 54 countries and span six decades. Using rich data and robust methods, we unify and extend earlier reviews. For our preferred combination of study attributes, we find agglomeration elasticities are likely to lie in the range 2.7–6.4%. Our findings confirm the controls enabled by detailed data give rise to smaller estimates. We also document several trends, with overall estimates rising from 1980–2000 and then falling. Estimates for manufacturing sectors, in contrast, fell for the entire six decades covered by our data. We speculate on possible causes of these trends, such as urban congestion, technological shocks, freight costs, and regulatory settings.

Suggested Citation

  • Stuart Donovan & Thomas de Graaff & Henri de Groot & Carl Koopmans, 2021. "Unravelling urban advantages - A meta-analysis of agglomeration economies," Tinbergen Institute Discussion Papers 21-026/VIII, Tinbergen Institute.
  • Handle: RePEc:tin:wpaper:20210026
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    1. Simon N. Wood, 2020. "Rejoinder on: Inference and computation with Generalized Additive Models and their extensions," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 29(2), pages 354-358, June.
    2. Helen Louri, 1988. "Urban Growth and Productivity: The Case of Greece," Urban Studies, Urban Studies Journal Limited, vol. 25(5), pages 433-438, October.
    3. Lewis Dijkstra & Enrique Garcilazo & Philip McCann, 2013. "The Economic Performance of European Cities and City Regions: Myths and Realities," European Planning Studies, Taylor & Francis Journals, vol. 21(3), pages 334-354, March.
    4. Ehrl, Philipp, 2013. "Agglomeration economies with consistent productivity estimates," Regional Science and Urban Economics, Elsevier, vol. 43(5), pages 751-763.
    5. Edward L. Glaeser & Janet E. Kohlhase, 2004. "Cities, regions and the decline of transport costs," Advances in Spatial Science, in: Raymond J. G. M. Florax & David A. Plane (ed.), Fifty Years of Regional Science, pages 197-228, Springer.
    6. Laird, James J. & Venables, Anthony J., 2017. "Transport investment and economic performance: A framework for project appraisal," Transport Policy, Elsevier, vol. 56(C), pages 1-11.
    7. Gilles Duranton, 2007. "From cities to productivity and growth in developing countries," Working Papers tecipa-306, University of Toronto, Department of Economics.
    8. Sebastian Gechert & Tomas Havranek & Zuzana Irsova & Dominika Kolcunova, 2022. "Measuring Capital-Labor Substitution: The Importance of Method Choices and Publication Bias," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 45, pages 55-82, July.
    9. Pierre-Philippe Combes & Gilles Duranton & Laurent Gobillon, 2011. "The identification of agglomeration economies," Journal of Economic Geography, Oxford University Press, vol. 11(2), pages 253-266, March.
    10. Feser, Edward J., 2001. "A flexible test for agglomeration economies in two US manufacturing industries," Regional Science and Urban Economics, Elsevier, vol. 31(1), pages 1-19, February.
    11. Edward L. Glaeser & Giacomo A. M. Ponzetto, 2010. "Did the Death of Distance Hurt Detroit and Help New York?," NBER Chapters, in: Agglomeration Economics, pages 303-337, National Bureau of Economic Research, Inc.
    12. Ahlfeldt, Gabriel M. & Pietrostefani, Elisabetta, 2019. "The economic effects of density: A synthesis," Journal of Urban Economics, Elsevier, vol. 111(C), pages 93-107.
    13. repec:fth:stanho:e-93-6 is not listed on IDEAS
    14. Wheeler, Christopher H, 2001. "Search, Sorting, and Urban Agglomeration," Journal of Labor Economics, University of Chicago Press, vol. 19(4), pages 879-899, October.
    15. Rudiger Ahrend & Emily Farchy & Ioannis Kaplanis & Alexander C. Lembcke, 2014. "What Makes Cities More Productive? Evidence on the Role of Urban Governance from Five OECD Countries," OECD Regional Development Working Papers 2014/5, OECD Publishing.
    16. W. Reed Walker, 2011. "Environmental Regulation and Labor Reallocation: Evidence from the Clean Air Act," American Economic Review, American Economic Association, vol. 101(3), pages 442-447, May.
    17. Leo Sveikauskas, 1975. "The Productivity of Cities," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 89(3), pages 393-413.
    18. Jonathan Jones, 2017. "Agglomeration economies and the location of foreign direct investment: A meta-analysis," Journal of Regional Science, Wiley Blackwell, vol. 57(5), pages 731-757, November.
    19. Briant, A. & Combes, P.-P. & Lafourcade, M., 2010. "Dots to boxes: Do the size and shape of spatial units jeopardize economic geography estimations?," Journal of Urban Economics, Elsevier, vol. 67(3), pages 287-302, May.
    20. Isaiah Andrews & Maximilian Kasy, 2019. "Identification of and Correction for Publication Bias," American Economic Review, American Economic Association, vol. 109(8), pages 2766-2794, August.
    21. Rachael Meager, 2019. "Understanding the Average Impact of Microcredit Expansions: A Bayesian Hierarchical Analysis of Seven Randomized Experiments," American Economic Journal: Applied Economics, American Economic Association, vol. 11(1), pages 57-91, January.
    22. 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.
    23. John P. A. Ioannidis & T. D. Stanley & Hristos Doucouliagos, 2017. "The Power of Bias in Economics Research," Economic Journal, Royal Economic Society, vol. 127(605), pages 236-265, October.
    24. Rice, Patricia & Venables, Anthony J. & Patacchini, Eleonora, 2006. "Spatial determinants of productivity: Analysis for the regions of Great Britain," Regional Science and Urban Economics, Elsevier, vol. 36(6), pages 727-752, November.
    25. Andrew Bell & Malcolm Fairbrother & Kelvyn Jones, 2019. "Fixed and random effects models: making an informed choice," Quality & Quantity: International Journal of Methodology, Springer, vol. 53(2), pages 1051-1074, March.
    26. Fally, Thibault & Paillacar, Rodrigo & Terra, Cristina, 2010. "Economic geography and wages in Brazil: Evidence from micro-data," Journal of Development Economics, Elsevier, vol. 91(1), pages 155-168, January.
    27. Henderson, J. Vernon, 1986. "Efficiency of resource usage and city size," Journal of Urban Economics, Elsevier, vol. 19(1), pages 47-70, January.
    28. De Bruyne, Karolien, 2009. "Explaining the Location of Economic Activity. Is there a Spatial Employment Structure in Belgium?," Working Papers 2009/28, Hogeschool-Universiteit Brussel, Faculteit Economie en Management.
    29. Combes, Pierre-Philippe & Duranton, Gilles & Gobillon, Laurent, 2008. "Spatial wage disparities: Sorting matters!," Journal of Urban Economics, Elsevier, vol. 63(2), pages 723-742, March.
    30. Martin Andersson & Johan Klaesson & Johan P. Larsson, 2016. "How Local are Spatial Density Externalities? Neighbourhood Effects in Agglomeration Economies," Regional Studies, Taylor & Francis Journals, vol. 50(6), pages 1082-1095, June.
    31. Diego Puga, 2010. "The Magnitude And Causes Of Agglomeration Economies," Journal of Regional Science, Wiley Blackwell, vol. 50(1), pages 203-219, February.
    32. Tabuchi, Takatoshi, 1986. "Urban agglomeration, capital augmenting technology, and labor market equilibrium," Journal of Urban Economics, Elsevier, vol. 20(2), pages 211-228, September.
    33. Henri L.F. de Groot & Gerard Marlet & Coen Teulings & Wouter Vermeulen, 2015. "Cities and the Urban Land Premium," Books, Edward Elgar Publishing, number 16515.
    34. Yung Joon Lee & Hyoungsoo Zang, 1998. "Urbanisation and Regional Productivity in Korean Manufacturing," Urban Studies, Urban Studies Journal Limited, vol. 35(11), pages 2085-2099, November.
    35. Gilles Duranton, 2008. "Viewpoint: From cities to productivity and growth in developing countries," Canadian Journal of Economics, Canadian Economics Association, vol. 41(3), pages 689-736, August.
    36. Simon N. Wood, 2020. "Inference and computation with generalized additive models and their extensions," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 29(2), pages 307-339, June.
    37. Katiuscia Lavoratori & Davide Castellani, 2021. "Too close for comfort? Microgeography of agglomeration economies in the United Kingdom," Journal of Regional Science, Wiley Blackwell, vol. 61(5), pages 1002-1028, November.
    38. David Moher & Alessandro Liberati & Jennifer Tetzlaff & Douglas G Altman & The PRISMA Group, 2009. "Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement," PLOS Medicine, Public Library of Science, vol. 6(7), pages 1-6, July.
    39. Gerard H Dericks & Hans R A Koster, 2021. "The billion pound drop: the Blitz and agglomeration economies in London [The economics of density: evidence from the Berlin wall]," Journal of Economic Geography, Oxford University Press, vol. 21(6), pages 869-897.
    40. Tomáš Havránek & T. D. Stanley & Hristos Doucouliagos & Pedro Bom & Jerome Geyer‐Klingeberg & Ichiro Iwasaki & W. Robert Reed & Katja Rost & R. C. M. van Aert, 2020. "Reporting Guidelines For Meta‐Analysis In Economics," Journal of Economic Surveys, Wiley Blackwell, vol. 34(3), pages 469-475, July.
    41. Mehmet Burak Turgut, 2014. "Regional Economic Activity in Turkey: A New Economic Geography Approach," Working Papers 2014/5, Turkish Economic Association.
    42. Daniel Graham, 2000. "Spatial Variation in Labour Productivity in British Manufacturing," International Review of Applied Economics, Taylor & Francis Journals, vol. 14(3), pages 323-341.
    43. Neal E. Duffy, 1988. "Returns to Scale Behavior and Manufacturing Agglomeration Economies in U.S. Urban Areas," The Review of Regional Studies, Southern Regional Science Association, vol. 18(3), pages 47-54, Fall.
    44. Laura Hering & Sandra Poncet, 2010. "Market Access and Individual Wages: Evidence from China," The Review of Economics and Statistics, MIT Press, vol. 92(1), pages 145-159, February.
    45. Julio Martínez-Galarraga & Elisenda Paluzie & Jordi Pons & Daniel A. Tirado-Fabregat, 2008. "Agglomeration and labour productivity in Spain over the long term," Cliometrica, Journal of Historical Economics and Econometric History, Association Française de Cliométrie (AFC), vol. 2(3), pages 195-212, October.
    46. repec:hoo:wpaper:e-93-6 is not listed on IDEAS
    47. Stuart Donovan & Arthur Grimes & David C. Maré, 2020. "Modelling urban development in New Zealand," Working Papers 20_07, Motu Economic and Public Policy Research.
    48. repec:hal:journl:hal-04246943 is not listed on IDEAS
    49. Donovan, Stuart & de Graaff, Thomas & Grimes, Arthur & de Groot, Henri L.F. & Maré, David C., 2022. "Cities with forking paths? Agglomeration economies in New Zealand 1976–2018," Regional Science and Urban Economics, Elsevier, vol. 95(C).
    50. Ronald L. Moomaw, 1981. "Productivity and City Size: A Critique of the Evidence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 96(4), pages 675-688.
    51. Maré, David C. & Graham, Daniel J., 2013. "Agglomeration elasticities and firm heterogeneity," Journal of Urban Economics, Elsevier, vol. 75(C), pages 44-56.
    52. Meager, Rachael, 2019. "Understanding the average impact of microcredit expansions: a Bayesian hierarchical analysis of seven randomized experiments," LSE Research Online Documents on Economics 88190, London School of Economics and Political Science, LSE Library.
    53. Stuart S. Rosenthal & William C. Strange, 2020. "How Close Is Close? The Spatial Reach of Agglomeration Economies," Journal of Economic Perspectives, American Economic Association, vol. 34(3), pages 27-49, Summer.
    54. Licia Ferranna & Margherita Gerolimetto & Stefano Magrini, 2016. "Urban Governance Structure and Wage Disparities across US Metropolitan Areas," Working Papers 2016:26, Department of Economics, University of Venice "Ca' Foscari".
    55. Sebastian Gechert & Tomas Havranek & Zuzana Irsova & Dominika Kolcunova, 2022. "Measuring Capital-Labor Substitution: The Importance of Method Choices and Publication Bias," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 45, pages 55-82, July.
    56. Gilles Duranton, 2016. "Agglomeration Effects In Colombia," Journal of Regional Science, Wiley Blackwell, vol. 56(2), pages 210-238, March.
    57. 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.
    58. Paul Verstraten & Gerard Verweij & Peter J. Zwaneveld, 2019. "Complexities in the spatial scope of agglomeration economies," Journal of Regional Science, Wiley Blackwell, vol. 59(1), pages 29-55, January.
    59. Johan Håkansson & Gunnar Isacsson, 2019. "The spatial extent of agglomeration economies across the wage earnings distribution," Journal of Regional Science, Wiley Blackwell, vol. 59(2), pages 281-301, March.
    60. Chris Doucouliagos & T.D. Stanley, 2013. "Are All Economic Facts Greatly Exaggerated? Theory Competition And Selectivity," Journal of Economic Surveys, Wiley Blackwell, vol. 27(2), pages 316-339, April.
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    2. Jiang, Guohai & Chen, Fuzhong & Gu, Mengyi, 2025. "Supply chain digitization and energy resilience: Evidence from China," Energy Economics, Elsevier, vol. 144(C).

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    JEL classification:

    • R12 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Size and Spatial Distributions of Regional Economic Activity; Interregional Trade (economic geography)
    • C11 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Bayesian Analysis: General
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes

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