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Urban agglomerations and firm access to credit

Author

Listed:
  • Amanda Carmignani

    (Bank of Italy)

  • Guido de Blasio

    (Bank of Italy)

  • Cristina Demma

    (Bank of Italy)

  • Alessio D'Ignazio

    (Bank of Italy)

Abstract

The paper investigates whether firms have better access to bank credit in areas with a larger degree of urbanization. It uses bank-firm data drawn from the Credit Register maintained at the Bank of Italy to devise an indicator of ease of access to credit. The paper proposes an instrumental variable strategy that uses as instruments past population density and urbanization driven by considerations of political economy. The results show that urbanization affects access to credit positively for construction firms, whose collateral greatly benefits from thicker real estate markets. No impact is found for service and manufacturing firms.

Suggested Citation

  • Amanda Carmignani & Guido de Blasio & Cristina Demma & Alessio D'Ignazio, 2019. "Urban agglomerations and firm access to credit," Temi di discussione (Economic working papers) 1222, Bank of Italy, Economic Research and International Relations Area.
  • Handle: RePEc:bdi:wptemi:td_1222_19
    as

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    References listed on IDEAS

    as
    1. 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.
    2. Gabriel Jiménez & Steven Ongena & José‐Luis Peydró & Jesús Saurina, 2014. "Hazardous Times for Monetary Policy: What Do Twenty‐Three Million Bank Loans Say About the Effects of Monetary Policy on Credit Risk‐Taking?," Econometrica, Econometric Society, vol. 82(2), pages 463-505, March.
    3. Carozzi, Felipe & Repetto, Luca, 2016. "Sending the pork home: Birth town bias in transfers to Italian municipalities," Journal of Public Economics, Elsevier, vol. 134(C), pages 42-52.
    4. Paolo Del Giovane & Andrea Nobili & Federico M. Signoretti, 2017. "Assessing the Sources of Credit Supply Tightening: Was the Sovereign Debt Crisis Different from Lehman?," International Journal of Central Banking, International Journal of Central Banking, vol. 13(2), pages 197-234, June.
    5. Pierre‐Philippe Combes & Gilles Duranton & Laurent Gobillon & Diego Puga & Sébastien Roux, 2012. "The Productivity Advantages of Large Cities: Distinguishing Agglomeration From Firm Selection," Econometrica, Econometric Society, vol. 80(6), pages 2543-2594, November.
    6. Lang William W. & Nakamura Leonard I., 1993. "A Model of Redlining," Journal of Urban Economics, Elsevier, vol. 33(2), pages 223-234, March.
    7. Helsley, Robert W. & Strange, William C., 1991. "Agglomeration economies and urban capital markets," Journal of Urban Economics, Elsevier, vol. 29(1), pages 96-112, January.
    8. Combes, Pierre-Philippe & Gobillon, Laurent, 2015. "The Empirics of Agglomeration Economies," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 247-348, Elsevier.
    9. Quoc-Anh Do & Kieu-Trang Nguyen & Anh N. Tran, 2017. "One Mandarin Benefits the Whole Clan: Hometown Favoritism in an Authoritarian Regime," American Economic Journal: Applied Economics, American Economic Association, vol. 9(4), pages 1-29, October.
    10. Fiva, Jon H. & Halse, Askill H., 2016. "Local favoritism in at-large proportional representation systems," Journal of Public Economics, Elsevier, vol. 143(C), pages 15-26.
    11. repec:hal:spmain:info:hdl:2441/sj22pruud8a7b8cdlvom4sbtp is not listed on IDEAS
    12. Pierre-Philippe Combes & Gilles Duranton & Laurent Gobillon & Sébastien Roux, 2010. "Estimating Agglomeration Economies with History, Geology, and Worker Effects," NBER Chapters, in: Agglomeration Economics, pages 15-66, National Bureau of Economic Research, Inc.
    13. Nicola Cetorelli & Philip E. Strahan, 2006. "Finance as a Barrier to Entry: Bank Competition and Industry Structure in Local U.S. Markets," Journal of Finance, American Finance Association, vol. 61(1), pages 437-461, February.
    14. Glenn Ellison & Edward L. Glaeser & William R. Kerr, 2010. "What Causes Industry Agglomeration? Evidence from Coagglomeration Patterns," American Economic Review, American Economic Association, vol. 100(3), pages 1195-1213, June.
    15. Mitchell A. Petersen & Raghuram G. Rajan, 1995. "The Effect of Credit Market Competition on Lending Relationships," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 407-443.
    16. Rosenthal, Stuart S. & Strange, William C., 2001. "The Determinants of Agglomeration," Journal of Urban Economics, Elsevier, vol. 50(2), pages 191-229, September.
    17. Barone, Guglielmo & de Blasio, Guido & Mocetti, Sauro, 2018. "The real effects of credit crunch in the great recession: Evidence from Italian provinces," Regional Science and Urban Economics, Elsevier, vol. 70(C), pages 352-359.
    18. Thomas J. Holmes, 1999. "Localization Of Industry And Vertical Disintegration," The Review of Economics and Statistics, MIT Press, vol. 81(2), pages 314-325, May.
    19. Barone, Guglielmo & D'Ignazio, Alessio & de Blasio, Guido & Naticchioni, Paolo, 2016. "Mr. Rossi, Mr. Hu and politics. The role of immigration in shaping natives' voting behavior," Journal of Public Economics, Elsevier, vol. 136(C), pages 1-13.
    20. Giorgio Albareto & Roberto Felici & Enrico Sette, 2016. "Does credit scoring improve the selection of borrowers and credit quality?," Temi di discussione (Economic working papers) 1090, Bank of Italy, Economic Research and International Relations Area.
    21. Timothy Besley & Rohini Pande & Vijayendra Rao, 2012. "Just Rewards? Local Politics and Public Resource Allocation in South India," The World Bank Economic Review, World Bank, vol. 26(2), pages 191-216.
    22. Jiménez, Gabriel & Ongena, Steven & Peydró, José-Luis & Saurina, Jesús, 2012. "Credit Supply and Monetary Policy: Identifying the Bank Balance-Sheet Channel with Loan Applications," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 102(5), pages 2301-2326.
    23. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    24. De Fiore, Fiorella & Raudsaar, Taavi & McCann, Fergal & Carluccio, Juan & Horny, Guillaume & Finaldi Russo, Paolo & Caruana Briffa, Elaine & Metzemakers, Paul & van der Veer, Koen & Herman, Uroš & Kar, 2013. "Corporate finance and economic activity in the euro area," Occasional Paper Series 151, European Central Bank.
    25. Gilles Duranton & J. V. Henderson & William C. Strange (ed.), 2015. "Handbook of Regional and Urban Economics," Handbook of Regional and Urban Economics, Elsevier, edition 1, volume 5, number 5.
    26. Neil Lee & Davide Luca, 2019. "The big-city bias in access to finance: evidence from firm perceptions in almost 100 countries," Journal of Economic Geography, Oxford University Press, vol. 19(1), pages 199-224.
    27. Roland Hodler & Paul A. Raschky, 2014. "Regional Favoritism," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(2), pages 995-1033.
    28. Albertazzi, Ugo & Bottero, Margherita & Sene, Gabriele, 2017. "Information externalities in the credit market and the spell of credit rationing," Journal of Financial Intermediation, Elsevier, vol. 30(C), pages 61-70.
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    Cited by:

    1. Giorgio Barba Navaretti & Anna Cecilia Rosso, 2023. "Access to capital markets and the geography of productivity leaders and laggards," Journal of Regional Science, Wiley Blackwell, vol. 63(1), pages 64-113, January.

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    More about this item

    Keywords

    surbanization; access to credit;

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes
    • R51 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Regional Government Analysis - - - Finance in Urban and Rural Economies

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