(Translated by https://www.hiragana.jp/)
Move a Little Closer? Information Sharing and the Spatial Clustering of Bank Branches
IDEAS home Printed from https://ideas.repec.org/p/cpr/ceprdp/15829.html
   My bibliography  Save this paper

Move a Little Closer? Information Sharing and the Spatial Clustering of Bank Branches

Author

Listed:
  • Ongena, Steven
  • Qi, Shusen
  • De Haas, Ralph
  • Straetmans, Stefan
  • Vadasz, Tamas

Abstract

We present a model of credit market competition to derive key hypotheses about how information sharing between banks influences the spatial clustering of their branches. We then test these hypotheses using data on 56,555 branches owned by 614 banks across 19 countries. We find that information sharing incentivizes banks to establish branches in localities that are new to them but that are already served by other banks. The resultant branch clustering is associated with reduced spatial credit rationing, as information sharing enables firms to access credit from more distant banks. These findings underscore how information sharing makes it more important for banks to move closer to each other rather than closer to their borrowers.

Suggested Citation

  • Ongena, Steven & Qi, Shusen & De Haas, Ralph & Straetmans, Stefan & Vadasz, Tamas, 2021. "Move a Little Closer? Information Sharing and the Spatial Clustering of Bank Branches," CEPR Discussion Papers 15829, C.E.P.R. Discussion Papers.
    • Handle: RePEc:cpr:ceprdp:15829
    as

    Download full text from publisher

    File URL: https://cepr.org/publications/DP15829
    Download Restriction: CEPR Discussion Papers are free to download for our researchers, subscribers and members. If you fall into one of these categories but have trouble downloading our papers, please contact us at subscribers@cepr.org
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Pagano, Marco & Jappelli, Tullio, 1993. "Information Sharing in Credit Markets," Journal of Finance, American Finance Association, vol. 48(5), pages 1693-1718, December.
    2. Hans Degryse & Steven Ongena, 2005. "Distance, Lending Relationships, and Competition," Journal of Finance, American Finance Association, vol. 60(1), pages 231-266, February.
    3. Berger, Allen N. & Klapper, Leora F. & Udell, Gregory F., 2001. "The ability of banks to lend to informationally opaque small businesses," Journal of Banking & Finance, Elsevier, vol. 25(12), pages 2127-2167, December.
    4. Jith Jayaratne & Philip E. Strahan, 1996. "The Finance-Growth Nexus: Evidence from Bank Branch Deregulation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(3), pages 639-670.
    5. Çağatay Bircan & Ralph De Haas, 2020. "The Limits of Lending? Banks and Technology Adoption across Russia," The Review of Financial Studies, Society for Financial Studies, vol. 33(2), pages 536-609.
    6. Berger, Allen N. & Mester, Loretta J., 2003. "Explaining the dramatic changes in performance of US banks: technological change, deregulation, and dynamic changes in competition," Journal of Financial Intermediation, Elsevier, vol. 12(1), pages 57-95, January.
    7. Giovanni Favara & Jean Imbs, 2015. "Credit Supply and the Price of Housing," American Economic Review, American Economic Association, vol. 105(3), pages 958-992, March.
    8. Herrera, Ana María & Minetti, Raoul, 2007. "Informed finance and technological change: Evidence from credit relationships," Journal of Financial Economics, Elsevier, vol. 83(1), pages 223-269, January.
    9. Kwangwoo Park & George Pennacchi, 2009. "Harming Depositors and Helping Borrowers: The Disparate Impact of Bank Consolidation," The Review of Financial Studies, Society for Financial Studies, vol. 22(1), pages 1-40, January.
    10. Itamar Drechsler & Alexi Savov & Philipp Schnabl, 2017. "The Deposits Channel of Monetary Policy," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(4), pages 1819-1876.
    11. Daniel Berkowitz & Mark Hoekstra & Koen Schoors, 2012. "Does Finance Cause Growth? Evidence from the Origins of Banking in Russia," NBER Working Papers 18139, National Bureau of Economic Research, Inc.
    12. Giannetti, Mariassunta & Ongena, Steven, 2012. "“Lending by example”: Direct and indirect effects of foreign banks in emerging markets," Journal of International Economics, Elsevier, vol. 86(1), pages 167-180.
    13. Coccorese, Paolo, 2012. "Banks as ‘fat cats’: Branching and price decisions in a two-stage model of competition," Journal of Economics and Business, Elsevier, vol. 64(5), pages 338-363.
    14. Ongena, Steven & Peydró, José-Luis & Horen, Neeltje van, 2015. "Shocks Abroad, Pain at Home? Bank-Firm Level Evidence on the International Transmission of Financial Shocks," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 63(4), pages 698-750.
    15. Tara Rice & Philip E. Strahan, 2010. "Does Credit Competition Affect Small‐Firm Finance?," Journal of Finance, American Finance Association, vol. 65(3), pages 861-889, June.
    16. Alberto Abadie & Susan Athey & Guido W Imbens & Jeffrey M Wooldridge, 2023. "When Should You Adjust Standard Errors for Clustering?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 138(1), pages 1-35.
    17. Şebnem Kalemli-Özcan & Luc Laeven & David Moreno, 2022. "Debt Overhang, Rollover Risk, and Corporate Investment: Evidence from the European Crisis," Journal of the European Economic Association, European Economic Association, vol. 20(6), pages 2353-2395.
    18. Vittoria Cerasi & Barbara Chizzolini & Marc Ivaldi, 2002. "Branching and competition in the European banking industry," Applied Economics, Taylor & Francis Journals, vol. 34(17), pages 2213-2225.
    19. Berger, Allen N. & Miller, Nathan H. & Petersen, Mitchell A. & Rajan, Raghuram G. & Stein, Jeremy C., 2005. "Does function follow organizational form? Evidence from the lending practices of large and small banks," Journal of Financial Economics, Elsevier, vol. 76(2), pages 237-269, May.
    20. Bharath, Sreedhar & Dahiya, Sandeep & Saunders, Anthony & Srinivasan, Anand, 2007. "So what do I get? The bank's view of lending relationships," Journal of Financial Economics, Elsevier, vol. 85(2), pages 368-419, August.
    21. Pita Barros, Pedro, 1999. "Multimarket competition in banking, with an example from the Portuguese market," International Journal of Industrial Organization, Elsevier, vol. 17(3), pages 335-352, April.
    22. Berger, Allen N. & Udell, Gregory F., 2006. "A more complete conceptual framework for SME finance," Journal of Banking & Finance, Elsevier, vol. 30(11), pages 2945-2966, November.
    23. Brown, Martin & Jappelli, Tullio & Pagano, Marco, 2009. "Information sharing and credit: Firm-level evidence from transition countries," Journal of Financial Intermediation, Elsevier, vol. 18(2), pages 151-172, April.
    24. Benfratello, Luigi & Schiantarelli, Fabio & Sembenelli, Alessandro, 2008. "Banks and innovation: Microeconometric evidence on Italian firms," Journal of Financial Economics, Elsevier, vol. 90(2), pages 197-217, November.
    25. Berger, Allen N & Udell, Gregory F, 1995. "Relationship Lending and Lines of Credit in Small Firm Finance," The Journal of Business, University of Chicago Press, vol. 68(3), pages 351-381, July.
    26. Martin Brown & Benjamin Guin & Karolin Kirschenmann, 2016. "Microfinance Banks and Financial Inclusion," Review of Finance, European Finance Association, vol. 20(3), pages 907-946.
    27. Thorsten Beck & Ross Levine & Alexey Levkov, 2010. "Big Bad Banks? The Winners and Losers from Bank Deregulation in the United States," Journal of Finance, American Finance Association, vol. 65(5), pages 1637-1667, October.
    28. Beck, Thorsten & Degryse, Hans & De Haas, Ralph & van Horen, Neeltje, 2018. "When arm's length is too far: Relationship banking over the credit cycle," Journal of Financial Economics, Elsevier, vol. 127(1), pages 174-196.
    29. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2009. "Does Local Financial Development Matter?," Springer Books, in: Damiano Bruno Silipo (ed.), The Banks and the Italian Economy, chapter 0, pages 31-66, Springer.
    30. Jan Bouckaert & Hans Degryse, 2006. "Entry and Strategic Information Display in Credit Markets," Economic Journal, Royal Economic Society, vol. 116(513), pages 702-720, July.
    31. Chad Syverson, 2004. "Market Structure and Productivity: A Concrete Example," Journal of Political Economy, University of Chicago Press, vol. 112(6), pages 1181-1222, December.
    32. Andrew Goodman-Bacon, 2018. "Difference-in-Differences with Variation in Treatment Timing," NBER Working Papers 25018, National Bureau of Economic Research, Inc.
    33. Allen N. Berger & Gregory F. Udell, 2002. "Small Business Credit Availability and Relationship Lending: The Importance of Bank Organisational Structure," Economic Journal, Royal Economic Society, vol. 112(477), pages 32-53, February.
    34. Ernst-Ludwig von Thadden, 1995. "Long-Term Contracts, Short-Term Investment and Monitoring," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 62(4), pages 557-575.
    35. Steven C. Salop, 1979. "Monopolistic Competition with Outside Goods," Bell Journal of Economics, The RAND Corporation, vol. 10(1), pages 141-156, Spring.
    36. Doruk Cengiz & Arindrajit Dube & Attila Lindner & Ben Zipperer, 2019. "The Effect of Minimum Wages on Low-Wage Jobs," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(3), pages 1405-1454.
    37. Atif Mian, 2006. "Distance Constraints: The Limits of Foreign Lending in Poor Economies," Journal of Finance, American Finance Association, vol. 61(3), pages 1465-1505, June.
    38. Padilla, A. Jorge & Pagano, Marco, 2000. "Sharing default information as a borrower discipline device," European Economic Review, Elsevier, vol. 44(10), pages 1951-1980, December.
    39. Konishi, Hideo, 2005. "Concentration of competing retail stores," Journal of Urban Economics, Elsevier, vol. 58(3), pages 488-512, November.
    40. Alberto Bennardo & Marco Pagano & Salvatore Piccolo, 2015. "Multiple Bank Lending, Creditor Rights, and Information Sharing," Review of Finance, European Finance Association, vol. 19(2), pages 519-570.
    41. Abdul Abiad & Ashoka Mody, 2005. "Financial Reform: What Shakes It? What Shapes It?," American Economic Review, American Economic Association, vol. 95(1), pages 66-88, March.
    42. Ramesh Gupta & Hui Tao, 2010. "A generalized correlated binomial distribution with application in multiple testing problems," Metrika: International Journal for Theoretical and Applied Statistics, Springer, vol. 71(1), pages 59-77, January.
    43. Mitchell A. Petersen & Raghuram G. Rajan, 2002. "Does Distance Still Matter? The Information Revolution in Small Business Lending," Journal of Finance, American Finance Association, vol. 57(6), pages 2533-2570, December.
    44. de Haas, Ralph & van Lelyveld, Iman, 2006. "Foreign banks and credit stability in Central and Eastern Europe. A panel data analysis," Journal of Banking & Finance, Elsevier, vol. 30(7), pages 1927-1952, July.
    45. Stijn Claessens & Neeltje Van Horen, 2014. "Foreign Banks: Trends and Impact," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 46(s1), pages 295-326, February.
    46. Ongena, Steven & Şendeniz-Yüncü, İlkay, 2011. "Which firms engage small, foreign, or state banks? And who goes Islamic? Evidence from Turkey," Journal of Banking & Finance, Elsevier, vol. 35(12), pages 3213-3224.
    47. Sumit Agarwal, 2010. "Distance and Private Information in Lending," The Review of Financial Studies, Society for Financial Studies, vol. 23(7), pages 2757-2788, July.
    48. Steven Ongena & José-Luis Peydró & Neeltje van Horen, 2015. "Shocks Abroad, Pain at Home? Bank-Firm-Level Evidence on the International Transmission of Financial Shocks," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 63(4), pages 698-750, November.
    49. Robert Hauswald & Robert Marquez, 2006. "Competition and Strategic Information Acquisition in Credit Markets," The Review of Financial Studies, Society for Financial Studies, vol. 19(3), pages 967-1000.
    50. Thorsten Beck & Vasso Ioannidou & Larissa Schäfer, 2018. "Foreigners vs. Natives: Bank Lending Technologies and Loan Pricing," Management Science, INFORMS, vol. 64(8), pages 3792-3820, August.
    51. Angela E. Chang & Shubham Chaudhuri & Jith Jayaratne, 1997. "Rational herding and the spatial clustering of bank branches: an empirical analysis," Research Paper 9724, Federal Reserve Bank of New York.
    52. Randall S. Kroszner & Philip E. Strahan, 2014. "Regulation and Deregulation of the US Banking Industry: Causes, Consequences, and Implications for the Future," NBER Chapters, in: Economic Regulation and Its Reform: What Have We Learned?, pages 485-543, National Bureau of Economic Research, Inc.
    53. Cole, Rebel A. & Goldberg, Lawrence G. & White, Lawrence J., 2004. "Cookie Cutter vs. Character: The Micro Structure of Small Business Lending by Large and Small Banks," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 39(2), pages 227-251, June.
    54. Stefan Lewellen & Adi Sunderam & Mark Egan, 2017. "The Cross Section of Bank Value," 2017 Meeting Papers 1283, Society for Economic Dynamics.
    55. Beck, Thorsten & Ongena, Steven & Şendeniz-Yüncü, İlkay, 2019. "Keep walking? Geographical proximity, religion, and relationship banking," Journal of Corporate Finance, Elsevier, vol. 55(C), pages 49-68.
    56. repec:hhs:bofitp:2012_010 is not listed on IDEAS
    57. Jan Bouckaert & Hans Degryse, 2004. "Softening Competition by Inducing Switching in Credit Markets," Journal of Industrial Economics, Wiley Blackwell, vol. 52(1), pages 27-52, March.
    58. Jappelli, Tullio & Pagano, Marco, 2002. "Information sharing, lending and defaults: Cross-country evidence," Journal of Banking & Finance, Elsevier, vol. 26(10), pages 2017-2045, October.
    59. Steven Deller & Reka Sundaram-Stukel, 2012. "Spatial patterns in the location decisions of US credit unions," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 49(2), pages 417-445, October.
    60. Moshe Kim & Ana Lozano-Vivas & Antonio Morales, 2007. "Multistrategic Spatial Competition in Banking," International Journal of the Economics of Business, Taylor & Francis Journals, vol. 14(3), pages 351-366.
    61. repec:hal:pseose:hal-01301589 is not listed on IDEAS
    62. Martinez Peria, Maria Soledad & Singh, Sandeep, 2014. "The impact of credit information sharing reforms on firm financing?," Policy Research Working Paper Series 7013, The World Bank.
    63. Jeremy C. Stein, 2002. "Information Production and Capital Allocation: Decentralized versus Hierarchical Firms," Journal of Finance, American Finance Association, vol. 57(5), pages 1891-1921, October.
    64. Ho, Katherine & Ishii, Joy, 2011. "Location and competition in retail banking," International Journal of Industrial Organization, Elsevier, vol. 29(5), pages 537-546, September.
    65. Padilla, A Jorge & Pagano, Marco, 1997. "Endogenous Communication among Lenders and Entrepreneurial Incentives," The Review of Financial Studies, Society for Financial Studies, vol. 10(1), pages 205-236.
    66. Callaway, Brantly & Sant’Anna, Pedro H.C., 2021. "Difference-in-Differences with multiple time periods," Journal of Econometrics, Elsevier, vol. 225(2), pages 200-230.
    67. Tigran Poghosyan & Arsen Poghosyan, 2010. "Foreign bank entry, bank efficiency and market power in Central and Eastern European Countries1," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 18(3), pages 571-598, July.
    68. Temesvary, Judit, 2015. "Dynamic branching and interest rate competition of commercial banks: Evidence from Hungary," International Journal of Industrial Organization, Elsevier, vol. 43(C), pages 98-110.
    69. Mark Egan & Stefan Lewellen & Adi Sunderam, 2017. "The Cross Section of Bank Value," NBER Working Papers 23291, National Bureau of Economic Research, Inc.
    70. Berkowitz, Daniel & Hoekstra, Mark & Schoors, Koen, 2014. "Bank privatization, finance, and growth," Journal of Development Economics, Elsevier, vol. 110(C), pages 93-106.
    71. Hoai-Luu Q. Nguyen, 2019. "Are Credit Markets Still Local? Evidence from Bank Branch Closings," American Economic Journal: Applied Economics, American Economic Association, vol. 11(1), pages 1-32, January.
    72. Diana Bonfim & Gil Nogueira & Steven Ongena, 2021. "“Sorry, We're Closed” Bank Branch Closures, Loan Pricing, and Information Asymmetries [Distance and private information in lending]," Review of Finance, European Finance Association, vol. 25(4), pages 1211-1259.
    73. Boot, Arnoud W. A., 2000. "Relationship Banking: What Do We Know?," Journal of Financial Intermediation, Elsevier, vol. 9(1), pages 7-25, January.
    74. Abdul Abiad & Ashoka Mody, 2005. "Financial Reform: What Shakes It? What Shapes It?," American Economic Review, American Economic Association, vol. 95(1), pages 66-88, March.
    75. Claire Célerier & Adrien Matray, 2019. "Bank-Branch Supply, Financial Inclusion, and Wealth Accumulation," The Review of Financial Studies, Society for Financial Studies, vol. 32(12), pages 4767-4809.
    76. Andrew Cohen & Michael Mazzeo, 2010. "Investment Strategies and Market Structure: An Empirical Analysis of Bank Branching Decisions," Journal of Financial Services Research, Springer;Western Finance Association, vol. 38(1), pages 1-21, August.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Petach, Luke & Weiler, Stephan & Conroy, Tessa, 2021. "It’s a wonderful loan: local financial composition, community banks, and economic resilience," Journal of Banking & Finance, Elsevier, vol. 126(C).
    2. Keil, Jan & Ongena, Steven, 2024. "The demise of branch banking – Technology, consolidation, bank fragility," Journal of Banking & Finance, Elsevier, vol. 158(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. De Haas, Ralph & Lu, Liping & Ongena, Steven, 2020. "Close Competitors? Bilateral Bank Competition and Spatial Variation in Firms’ Access to Credit," CEPR Discussion Papers 15015, C.E.P.R. Discussion Papers.
    2. de Haas, Ralph & Lu, Liping & Ongena, S.R.G., 2018. "Clear and Close Competitors? : On the Causes and Consequences of Bilateral Competition between Banks," Other publications TiSEM e9f86045-13c5-49d9-85df-1, Tilburg University, School of Economics and Management.
    3. Luca Papi & Emma Sarno & Alberto Zazzaro, 2017. "The geographical network of bank organizations: issues and evidence for Italy," Chapters, in: Ron Martin & Jane Pollard (ed.), Handbook on the Geographies of Money and Finance, chapter 8, pages 156-196, Edward Elgar Publishing.
    4. Beck, Thorsten & Ongena, Steven & Şendeniz-Yüncü, İlkay, 2019. "Keep walking? Geographical proximity, religion, and relationship banking," Journal of Corporate Finance, Elsevier, vol. 55(C), pages 49-68.
    5. Beck, Thorsten & Degryse, Hans & De Haas, Ralph & van Horen, Neeltje, 2018. "When arm's length is too far: Relationship banking over the credit cycle," Journal of Financial Economics, Elsevier, vol. 127(1), pages 174-196.
    6. Kalyvas, Antonios Nikolaos & Mamatzakis, Emmanuel, 2017. "Do creditor rights and information sharing affect the performance of foreign banks?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 50(C), pages 13-35.
    7. Beck, Thorsten & Degryse, Hans & De Haas, Ralph & van Horen, Neeltje, 2018. "When arm's length is too far: Relationship banking over the credit cycle," Journal of Financial Economics, Elsevier, vol. 127(1), pages 174-196.
    8. Artashes Karapetyan & Bogdan Stacescu, 2014. "Information Sharing and Information Acquisition in Credit Markets," Review of Finance, European Finance Association, vol. 18(4), pages 1583-1615.
    9. Sutherland, Andrew, 2018. "Does credit reporting lead to a decline in relationship lending? Evidence from information sharing technology," Journal of Accounting and Economics, Elsevier, vol. 66(1), pages 123-141.
    10. Theodora Bermpei & Antonios Nikolaos Kalyvas & Lorenzo Neri & Antonella Russo, 2019. "Will Strangers Help you Enter? The Effect of Foreign Bank Presence on New Firm Entry," Journal of Financial Services Research, Springer;Western Finance Association, vol. 56(1), pages 1-38, August.
    11. Berger, Allen N. & Goulding, William & Rice, Tara, 2014. "Do small businesses still prefer community banks?," Journal of Banking & Finance, Elsevier, vol. 44(C), pages 264-278.
    12. Bertrand, Jérémie & Klein, Paul-Olivier, 2021. "Creditor information registries and relationship lending," International Review of Law and Economics, Elsevier, vol. 65(C).
    13. Xu, Yuqian & Saunders, Anthony & Xiao, Binqing & Li, Xindan, 2020. "Bank relationship loss: The moderating effect of information opacity," Journal of Banking & Finance, Elsevier, vol. 118(C).
    14. Chu, Yinxiao & Li, Zhao & Wei, Jianxing & Wu, Weixing, 2022. "A tale of two markets: Labor market mobility and bank information sharing," Journal of Economic Dynamics and Control, Elsevier, vol. 141(C).
    15. Joan Calzada & Xavier Fageda & Fernando Martínez-Santos, 2023. "Mergers and bank branches: two decades of evidence from the USA," Empirical Economics, Springer, vol. 64(5), pages 2411-2447, May.
    16. Song Zhang & Liang Han & Konstantinos Kallias & Antonios Kallias, 2021. "The value of in-person banking: evidence from U.S. small businesses," Review of Quantitative Finance and Accounting, Springer, vol. 57(4), pages 1393-1435, November.
    17. Degryse, H.A. & Cerqueiro, G.M. & Ongena, S., 2007. "Distance, Bank Organizational Structure and Credit," Other publications TiSEM 34c2f607-3395-4fd9-9c52-4, Tilburg University, School of Economics and Management.
    18. Thorsten Beck & Vasso Ioannidou & Larissa Schäfer, 2018. "Foreigners vs. Natives: Bank Lending Technologies and Loan Pricing," Management Science, INFORMS, vol. 64(8), pages 3792-3820, August.
    19. Dierkes, Maik & Erner, Carsten & Langer, Thomas & Norden, Lars, 2013. "Business credit information sharing and default risk of private firms," Journal of Banking & Finance, Elsevier, vol. 37(8), pages 2867-2878.
    20. Cerqueiro, Geraldo & Degryse, Hans & Ongena, Steven, 2011. "Rules versus discretion in loan rate setting," Journal of Financial Intermediation, Elsevier, vol. 20(4), pages 503-529, October.

    More about this item

    Keywords

    Branch clustering; Information sharing; Spatial oligopoly model;
    All these keywords.

    JEL classification:

    • D43 - Microeconomics - - Market Structure, Pricing, and Design - - - Oligopoly and Other Forms of Market Imperfection
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation
    • L13 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Oligopoly and Other Imperfect Markets
    • R51 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Regional Government Analysis - - - Finance in Urban and Rural Economies

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:cpr:ceprdp:15829. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: the person in charge (email available below). General contact details of provider: https://www.cepr.org .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.