IDEAS home Printed from https://ideas.repec.org/p/nbr/nberwo/31061.html
   My bibliography  Save this paper

Tracing the International Transmission of a Crisis Through Multinational Firms

Author

Listed:
  • Marcus Biermann
  • Kilian Huber

Abstract

We show that multinational firms transmit shocks across countries through their internal capital markets. We study a credit supply shock to parent firms in Germany. International affiliates outside Germany supported their parents through internal lending, became financially constrained themselves, and experienced lower real growth. We find that managers were "Darwinist" with respect to international affiliates but "Socialist" in the home country, that internal capital markets transmitted the credit shock more strongly than a non-financial shock, and that access to developed credit markets attenuated the real effects. The total real impact of shock transmission through multinationals on foreign economies was large.

Suggested Citation

  • Marcus Biermann & Kilian Huber, 2023. "Tracing the International Transmission of a Crisis Through Multinational Firms," NBER Working Papers 31061, National Bureau of Economic Research, Inc.
    • Handle: RePEc:nbr:nberwo:31061
    Note: CF EFG IFM IO ITI LS ME PR
    as

    Download full text from publisher

    File URL: http://www.nber.org/papers/w31061.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Frankel, Jeffrey A & Rose, Andrew K, 1998. "The Endogeneity of the Optimum Currency Area Criteria," Economic Journal, Royal Economic Society, vol. 108(449), pages 1009-1025, July.
    2. Anderson, Michael L., 2008. "Multiple Inference and Gender Differences in the Effects of Early Intervention: A Reevaluation of the Abecedarian, Perry Preschool, and Early Training Projects," Journal of the American Statistical Association, American Statistical Association, vol. 103(484), pages 1481-1495.
    3. Javier Cravino & Andrei A. Levchenko, 2017. "Multinational Firms and International Business Cycle Transmission," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(2), pages 921-962.
    4. Zlate, Andrei, 2016. "Offshore production and business cycle dynamics with heterogeneous firms," Journal of International Economics, Elsevier, vol. 100(C), pages 34-49.
    5. Steven M. Fazzari & Bruce C. Petersen, 1993. "Working Capital and Fixed Investment: New Evidence on Financing Constraints," RAND Journal of Economics, The RAND Corporation, vol. 24(3), pages 328-342, Autumn.
    6. Julian di Giovanni & Andrei A. Levchenko & Isabelle Mejean, 2018. "The Micro Origins of International Business-Cycle Comovement," American Economic Review, American Economic Association, vol. 108(1), pages 82-108, January.
    7. John W. Budd & Jozef Konings & Matthew J. Slaughter, 2005. "Wages and International Rent Sharing in Multinational Firms," The Review of Economics and Statistics, MIT Press, vol. 87(1), pages 73-84, February.
    8. Baxter, Marianne & Crucini, Mario J, 1995. "Business Cycles and the Asset Structure of Foreign Trade," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 36(4), pages 821-854, November.
    9. Xavier Giroud & Holger M. Mueller, 2017. "Firm Leverage, Consumer Demand, and Employment Losses during the Great Recession," Working Papers 17-01, Center for Economic Studies, U.S. Census Bureau.
    10. Chari, V V & Christiano, Lawrence J & Eichenbaum, Martin, 1995. "Inside Money, Outside Money, and Short-Term Interest Rates," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 27(4), pages 1354-1386, November.
    11. Stein, Jeremy C, 1997. "Internal Capital Markets and the Competition for Corporate Resources," Journal of Finance, American Finance Association, vol. 52(1), pages 111-133, March.
    12. Vasco M. Carvalho & Basile Grassi, 2019. "Large Firm Dynamics and the Business Cycle," American Economic Review, American Economic Association, vol. 109(4), pages 1375-1425, April.
    13. Sylvain Catherine & Thomas Chaney & Zongbo Huang & David Sraer & David Thesmar, 2022. "Quantifying Reduced‐Form Evidence on Collateral Constraints," Journal of Finance, American Finance Association, vol. 77(4), pages 2143-2181, August.
    14. Gopalan, Radhakrishnan & Nanda, Vikram & Seru, Amit, 2007. "Affiliated firms and financial support: Evidence from Indian business groups," Journal of Financial Economics, Elsevier, vol. 86(3), pages 759-795, December.
    15. Kalemli-Ozcan, Sebnem & Papaioannou, Elias & Peydró, José-Luis, 2013. "Financial regulation, financial globalization, and the synchronization of economic activity," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 68(3), pages 1179-1228.
    16. Tarek A. Hassan & Stephan Hollander & Laurence Van Lent & Ahmed Tahoun, 2024. "The Global Impact of Brexit Uncertainty," Journal of Finance, American Finance Association, vol. 79(1), pages 413-458, February.
    17. Pol Antràs & C. Fritz Foley, 2015. "Poultry in Motion: A Study of International Trade Finance Practices," Journal of Political Economy, University of Chicago Press, vol. 123(4), pages 853-901.
    18. Julian di Giovanni & Andrei A. Levchenko & Isabelle Mejean, 2024. "Foreign Shocks as Granular Fluctuations," Journal of Political Economy, University of Chicago Press, vol. 132(2), pages 391-433.
    19. 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.
    20. Koetter, Michael & Noth, Felix & Rehbein, Oliver, 2020. "Borrowers under water! Rare disasters, regional banks, and recovery lending," Journal of Financial Intermediation, Elsevier, vol. 43(C).
    21. Cetorelli, Nicola & Goldberg, Linda S., 2012. "Liquidity management of U.S. global banks: Internal capital markets in the great recession," Journal of International Economics, Elsevier, vol. 88(2), pages 299-311.
    22. Maria Guadalupe & Olga Kuzmina & Catherine Thomas, 2012. "Innovation and Foreign Ownership," American Economic Review, American Economic Association, vol. 102(7), pages 3594-3627, December.
    23. Raffaele Santioni & Fabio Schiantarelli & Philip E Strahan, 2020. "Internal Capital Markets in Times of Crisis: The Benefit of Group Affiliation [Real effects of the sovereign debt crisis in Europe: evidence from syndicated loans]," Review of Finance, European Finance Association, vol. 24(4), pages 773-811.
    24. Jean Imbs, 2004. "Trade, Finance, Specialization, and Synchronization," The Review of Economics and Statistics, MIT Press, vol. 86(3), pages 723-734, August.
    25. Xavier Giroud & Holger M. Mueller, 2017. "Firm Leverage, Consumer Demand, and Employment Losses During the Great Recession," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(1), pages 271-316.
    26. Abhijit V. Banerjee & Esther Duflo, 2014. "Do Firms Want to Borrow More? Testing Credit Constraints Using a Directed Lending Program," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 81(2), pages 572-607.
    27. Sebnem Kalemli-Ozcan & Herman Kamil & Carolina Villegas-Sanchez, 2016. "What Hinders Investment in the Aftermath of Financial Crises: Insolvent Firms or Illiquid Banks?," The Review of Economics and Statistics, MIT Press, vol. 98(4), pages 756-769, October.
    28. Mihir A. Desai & C. Fritz Foley & Kristin J. Forbes, 2008. "Financial Constraints and Growth: Multinational and Local Firm Responses to Currency Depreciations," The Review of Financial Studies, Society for Financial Studies, vol. 21(6), pages 2857-2888, November.
    29. Kilian Huber, 2018. "Disentangling the Effects of a Banking Crisis: Evidence from German Firms and Counties," American Economic Review, American Economic Association, vol. 108(3), pages 868-898, March.
    30. Peek, Joe & Rosengren, Eric S, 1997. "The International Transmission of Financial Shocks: The Case of Japan," American Economic Review, American Economic Association, vol. 87(4), pages 495-505, September.
    31. Samuel Bentolila & Marcel Jansen & Gabriel Jiménez, 2018. "When Credit Dries Up: Job Losses in the Great Recession," Journal of the European Economic Association, European Economic Association, vol. 16(3), pages 650-695.
    32. Lamont, Owen, 1997. "Cash Flow and Investment: Evidence from Internal Capital Markets," Journal of Finance, American Finance Association, vol. 52(1), pages 83-109, March.
    33. Raghuram Rajan & Henri Servaes & Luigi Zingales, 2000. "The Cost of Diversity: The Diversification Discount and Inefficient Investment," Journal of Finance, American Finance Association, vol. 55(1), pages 35-80, February.
    34. Julian di Giovanni & Andrei A. Levchenko & Isabelle Mejean, 2014. "Firms, Destinations, and Aggregate Fluctuations," Econometrica, Econometric Society, vol. 82(4), pages 1303-1340, July.
    35. Puri, Manju & Rocholl, Jörg & Steffen, Sascha, 2011. "Global retail lending in the aftermath of the US financial crisis: Distinguishing between supply and demand effects," Journal of Financial Economics, Elsevier, vol. 100(3), pages 556-578, June.
    36. Mueller, Holger & Giroud, Xavier & Lenzu, Simone & Maingi, Quinn, 2021. "Propagation and Amplification of Local Productivity Spillovers," CEPR Discussion Papers 16388, C.E.P.R. Discussion Papers.
    37. Andrés Fernández & Michael W Klein & Alessandro Rebucci & Martin Schindler & Martín Uribe, 2016. "Capital Control Measures: A New Dataset," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 64(3), pages 548-574, August.
    38. Daniel Paravisini & Veronica Rappoport & Philipp Schnabl & Daniel Wolfenzon, 2015. "Dissecting the Effect of Credit Supply on Trade: Evidence from Matched Credit-Export Data," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 82(1), pages 333-359.
    39. Kalina Manova & Shang-Jin Wei & Zhiwei Zhang, 2015. "Firm Exports and Multinational Activity Under Credit Constraints," The Review of Economics and Statistics, MIT Press, vol. 97(3), pages 574-588, July.
    40. Teresa C Fort & John Haltiwanger & Ron S Jarmin & Javier Miranda, 2013. "How Firms Respond to Business Cycles: The Role of Firm Age and Firm Size," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 61(3), pages 520-559, August.
    41. Alviarez, Vanessa & Cravino, Javier & Levchenko, Andrei A., 2017. "The growth of multinational firms in the Great Recession," Journal of Monetary Economics, Elsevier, vol. 85(C), pages 50-64.
    42. Broner, Fernando & Didier, Tatiana & Erce, Aitor & Schmukler, Sergio L., 2013. "Gross capital flows: Dynamics and crises," Journal of Monetary Economics, Elsevier, vol. 60(1), pages 113-133.
    43. Ramondo, Natalia & Rappoport, Veronica & Ruhl, Kim J., 2016. "Intrafirm trade and vertical fragmentation in U.S. multinational corporations," Journal of International Economics, Elsevier, vol. 98(C), pages 51-59.
    44. Xavier Giroud & Holger M. Mueller, 2015. "Capital and Labor Reallocation within Firms," Journal of Finance, American Finance Association, vol. 70(4), pages 1767-1804, August.
    45. Seru, Amit, 2014. "Firm boundaries matter: Evidence from conglomerates and R&D activity," Journal of Financial Economics, Elsevier, vol. 111(2), pages 381-405.
    46. Hyun-Han Shin & René M. Stulz, 1998. "Are Internal capital Markets Efficient?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(2), pages 531-552.
    47. Elsas, Ralf, 2005. "Empirical determinants of relationship lending," Journal of Financial Intermediation, Elsevier, vol. 14(1), pages 32-57, January.
    48. Xavier Gabaix, 2011. "The Granular Origins of Aggregate Fluctuations," Econometrica, Econometric Society, vol. 79(3), pages 733-772, May.
    49. C. Fritz Foley & Kalina Manova, 2015. "International Trade, Multinational Activity, and Corporate Finance," Annual Review of Economics, Annual Reviews, vol. 7(1), pages 119-146, August.
    50. Roman Inderst & Holger M. Müller, 2003. "Internal versus External Financing: An Optimal Contracting Approach," Journal of Finance, American Finance Association, vol. 58(3), pages 1033-1062, June.
    51. Samuel Bentolila & Marcel Jansen & Gabriel Jiménez, 2018. "Erratum: When Credit Dries Up: Job Losses in the Great Recession," Journal of the European Economic Association, European Economic Association, vol. 16(2), pages 560-560.
    52. Ralph De Haas & Iman Van Lelyveld, 2014. "Multinational Banks and the Global Financial Crisis: Weathering the Perfect Storm?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 46(s1), pages 333-364, February.
    53. Bena, Jan & Dinc, Serdar & Erel, Isil, 2022. "The international propagation of economic downturns through multinational companies: The real economy channel," Journal of Financial Economics, Elsevier, vol. 146(1), pages 277-304.
    54. Felix Tintelnot, 2017. "Global Production with Export Platforms," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(1), pages 157-209.
    55. Lucia Foster & Cheryl Grim & John Haltiwanger, 2016. "Reallocation in the Great Recession: Cleansing or Not?," Journal of Labor Economics, University of Chicago Press, vol. 34(S1), pages 293-331.
    56. 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.
    57. Imbs, Jean, 2006. "The real effects of financial integration," Journal of International Economics, Elsevier, vol. 68(2), pages 296-324, March.
    58. Bradley Setzler & Felix Tintelnot, 2021. "The Effects of Foreign Multinationals on Workers and Firms in the United States," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 136(3), pages 1943-1991.
    59. Nicholas Bloom & Raffaella Sadun & John Van Reenen, 2012. "Americans Do IT Better: US Multinationals and the Productivity Miracle," American Economic Review, American Economic Association, vol. 102(1), pages 167-201, February.
    60. Sharpe, Steven A, 1990. "Asymmetric Information, Bank Lending, and Implicit Contracts: A Stylized Model of Customer Relationships," Journal of Finance, American Finance Association, vol. 45(4), pages 1069-1087, September.
    61. Heitor Almeida & Chang‐Soo Kim & Hwanki Brian Kim, 2015. "Internal Capital Markets in Business Groups: Evidence from the Asian Financial Crisis," Journal of Finance, American Finance Association, vol. 70(6), pages 2539-2586, December.
    62. Berg, Tobias & Reisinger, Markus & Streitz, Daniel, 2021. "Spillover effects in empirical corporate finance," Journal of Financial Economics, Elsevier, vol. 142(3), pages 1109-1127.
    63. Joan Farre-Mensa & Alexander Ljungqvist, 2016. "Do Measures of Financial Constraints Measure Financial Constraints?," The Review of Financial Studies, Society for Financial Studies, vol. 29(2), pages 271-308.
    64. Jonathan Eaton & Samuel Kortum & Brent Neiman & John Romalis, 2016. "Trade and the Global Recession," American Economic Review, American Economic Association, vol. 106(11), pages 3401-3438, November.
    65. Julian di Giovanni & Andrei A. Levchenko, 2012. "Country Size, International Trade, and Aggregate Fluctuations in Granular Economies," Journal of Political Economy, University of Chicago Press, vol. 120(6), pages 1083-1132.
    66. Silvio Contessi, 2010. "How does multinational production change international comovement?," Working Papers 2010-041, Federal Reserve Bank of St. Louis.
    67. Gregor Matvos & Amit Seru, 2014. "Resource Allocation within Firms and Financial Market Dislocation: Evidence from Diversified Conglomerates," The Review of Financial Studies, Society for Financial Studies, vol. 27(4), pages 1143-1189.
    68. Donald P. Morgan & Bertrand Rime & Philip E. Strahan, 2004. "Bank Integration and State Business Cycles," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(4), pages 1555-1584.
    69. repec:bla:jfinan:v:59:y:2004:i:6:p:2451-2487 is not listed on IDEAS
    70. Mueller, Holger & Giroud, Xavier, 2015. "Capital and Labor Reallocation within Firms," CEPR Discussion Papers 10360, C.E.P.R. Discussion Papers.
    71. Tarek A Hassan & Jesse Schreger & Markus Schwedeler & Ahmed Tahoun, 2024. "Sources and Transmission of Country Risk," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 91(4), pages 2307-2346.
    72. David Sraer & David Thesmar, 2023. "How to Use Natural Experiments to Estimate Misallocation," American Economic Review, American Economic Association, vol. 113(4), pages 906-938, April.
    73. Slovin, Myron B & Sushka, Marie E & Polonchek, John A, 1993. "The Value of Bank Durability: Borrowers as Bank Stakeholders," Journal of Finance, American Finance Association, vol. 48(1), pages 247-266, March.
    74. Philipp Schnabl, 2012. "The International Transmission of Bank Liquidity Shocks: Evidence from an Emerging Market," Journal of Finance, American Finance Association, vol. 67(3), pages 897-932, June.
    75. Lemmon, Michael & Roberts, Michael R., 2010. "The Response of Corporate Financing and Investment to Changes in the Supply of Credit," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 45(3), pages 555-587, June.
    76. Overesch, Michael, 2006. "Transfer pricing of intrafirm sales as a profit shifting channel: evidence from German firm data," ZEW Discussion Papers 06-084, ZEW - Leibniz Centre for European Economic Research.
    77. Boot, Arnoud W. A., 2000. "Relationship Banking: What Do We Know?," Journal of Financial Intermediation, Elsevier, vol. 9(1), pages 7-25, January.
    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. Aycan Katitas & Sonal Pandya, 2024. "Investment incentives attract foreign direct investment: evidence from the great recession," Public Choice, Springer, vol. 200(1), pages 323-345, July.

    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. Doerr, Sebastian & Schaz, Philipp, 2021. "Geographic diversification and bank lending during crises," Journal of Financial Economics, Elsevier, vol. 140(3), pages 768-788.
    2. Pelletier, Adeline, 2018. "Internal capital market practices of multinational banks evidence from south africa," Journal of Banking & Finance, Elsevier, vol. 90(C), pages 131-145.
    3. Sebnem Kalemli-Ozcan & Elias Papaioannou & José-Luis Peydró, 2013. "Financial Regulation, Financial Globalization, and the Synchronization of Economic Activity," Journal of Finance, American Finance Association, vol. 68(3), pages 1179-1228, June.
    4. Bena, Jan & Dinc, Serdar & Erel, Isil, 2022. "The international propagation of economic downturns through multinational companies: The real economy channel," Journal of Financial Economics, Elsevier, vol. 146(1), pages 277-304.
    5. Shan Ge, 2022. "How Do Financial Constraints Affect Product Pricing? Evidence from Weather and Life Insurance Premiums," Journal of Finance, American Finance Association, vol. 77(1), pages 449-503, February.
    6. 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.
    7. Giebel, Marek & Kraft, Kornelius, 2020. "Bank credit supply and firm innovation behavior in the financial crisis," Journal of Banking & Finance, Elsevier, vol. 121(C).
    8. Noth, Felix & Ossandon Busch, Matias, 2021. "Banking globalization, local lending, and labor market effects: Micro-level evidence from Brazil," Journal of Financial Stability, Elsevier, vol. 56(C).
    9. Karmakar, Sudipto & Lima, Diogo, 2023. "Global capital flows and the role of macroprudential policy," Journal of Financial Stability, Elsevier, vol. 67(C).
    10. Ozan Güler & Mike Mariathasan & Klaas Mulier & Nejat G. Okatan, 2021. "The real effects of banks' corporate credit supply: A literature review," Economic Inquiry, Western Economic Association International, vol. 59(3), pages 1252-1285, July.
    11. Niepmann, Friederike & Schmidt-Eisenlohr, Tim, 2017. "No guarantees, no trade: How banks affect export patterns," Journal of International Economics, Elsevier, vol. 108(C), pages 338-350.
    12. Ms. Yu Shi & Robert M. Townsend & Wu Zhu, 2019. "Internal Capital Markets in Business Groups and the Propagation of Credit Supply Shocks," IMF Working Papers 2019/111, International Monetary Fund.
    13. Glancy, David, 2021. "Housing bust, bank lending & employment: Evidence from multimarket banks," Journal of Banking & Finance, Elsevier, vol. 127(C).
    14. William H. Beaver & Stefano Cascino & Maria Correia & Maureen F. McNichols, 2024. "Bankruptcy in groups," Review of Accounting Studies, Springer, vol. 29(4), pages 3449-3496, December.
    15. Beaver, William H & Cascino, Stefano & Correia, Maria & McNichols, Maureen F., 2024. "Bankruptcy in groups," LSE Research Online Documents on Economics 118590, London School of Economics and Political Science, LSE Library.
    16. Antonio De Vito & Martin Jacob & Dirk Schindler & Guosong Xu, 2023. "How Do Corporate Tax Hikes Affect Investment Allocation within Multinationals?," CESifo Working Paper Series 10272, CESifo.
    17. Vats, Nishant & Kundu, Shohini, 2021. "Banking networks and economic growth: from idiosyncratic shocks to aggregate fluctuations," ESRB Working Paper Series 128, European Systemic Risk Board.
    18. Smolyansky, Michael, 2019. "Policy externalities and banking integration," Journal of Financial Economics, Elsevier, vol. 132(3), pages 118-139.
    19. Richard R. Townsend, 2015. "Propagation of Financial Shocks: The Case of Venture Capital," Management Science, INFORMS, vol. 61(11), pages 2782-2802, November.
    20. Stijn Claessens, 2017. "Global Banking: Recent Developments and Insights from Research," Review of Finance, European Finance Association, vol. 21(4), pages 1513-1555.

    More about this item

    JEL classification:

    • E4 - Macroeconomics and Monetary Economics - - Money and Interest Rates
    • F2 - International Economics - - International Factor Movements and International Business
    • F3 - International Economics - - International Finance
    • G01 - Financial Economics - - General - - - Financial Crises
    • G2 - Financial Economics - - Financial Institutions and Services
    • G3 - Financial Economics - - Corporate Finance and Governance

    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:nbr:nberwo:31061. 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://edirc.repec.org/data/nberrus.html .

    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.