IDEAS home Printed from https://ideas.repec.org/a/eee/jebusi/v117y2021ics014861952100028x.html
   My bibliography  Save this article

Interdependencies between regulatory capital, credit extension and economic growth

Author

Listed:
  • Stewart, Robert
  • Chowdhury, Murshed
  • Arjoon, Vaalmikki

Abstract

Since the introduction of the third Basel Accord (Basel III) in 2011, there have been debatable outcomes regarding the effects of increased regulatory capital on economic growth. We aim to add clarity to some of these debates by investigating one primary channel through which regulatory capital may affect economic growth, viz. credit extension to the private sector. We capture credit extension through four dimensions, namely: bank credit to the private sector, bank credit to households, bank credit to firms, and bank credit-to-deposit ratio. The latter we use as a metric to capture funding (in)stability. We use a panel vector autoregression (pVAR) model on a sample of 124 countries, across the period 1998–2015 and analyse impulse response functions and forecast error variance decompositions to investigate the interdependence of regulatory capital, credit extension, and GDP growth. Our results indicate that regulatory capital reduces unstable credit (credit that may induce economic distress) while improving GDP growth. Simultaneously, such unstable credit shows negative effects on GDP growth. From this evidence, we infer that regulatory capital can induce funding stability within banking sectors, which can encourage sustainable economic growth. This provides strong support for the Basel III changes which have put more emphasis on Tier 1 capital and stable funding.

Suggested Citation

  • Stewart, Robert & Chowdhury, Murshed & Arjoon, Vaalmikki, 2021. "Interdependencies between regulatory capital, credit extension and economic growth," Journal of Economics and Business, Elsevier, vol. 117(C).
  • Handle: RePEc:eee:jebusi:v:117:y:2021:i:c:s014861952100028x
    DOI: 10.1016/j.jeconbus.2021.106010
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S014861952100028X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jeconbus.2021.106010?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

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

    References listed on IDEAS

    as
    1. Loayza, Norman V. & Ranciere, Romain, 2006. "Financial Development, Financial Fragility, and Growth," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 38(4), pages 1051-1076, June.
    2. Carlson Mark A & King Thomas & Lewis Kurt, 2011. "Distress in the Financial Sector and Economic Activity," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 11(1), pages 1-31, June.
    3. repec:hal:spmain:info:hdl:2441/5euk7d0f8t81prfu1k2sspdcok is not listed on IDEAS
    4. Drumond, Inês & Jorge, José, 2013. "Loan interest rates under risk-based capital requirements: The impact of banking market structure," Economic Modelling, Elsevier, vol. 32(C), pages 602-607.
    5. Peter L. Rousseau & Paul Wachtel, 2011. "What Is Happening To The Impact Of Financial Deepening On Economic Growth?," Economic Inquiry, Western Economic Association International, vol. 49(1), pages 276-288, January.
    6. Dell'Ariccia, Giovanni & Detragiache, Enrica & Rajan, Raghuram, 2008. "The real effect of banking crises," Journal of Financial Intermediation, Elsevier, vol. 17(1), pages 89-112, January.
    7. Chinn, Menzie D. & Ito, Hiro, 2006. "What matters for financial development? Capital controls, institutions, and interactions," Journal of Development Economics, Elsevier, vol. 81(1), pages 163-192, October.
    8. Bermpei, Theodora & Kalyvas, Antonios & Nguyen, Thanh Cong, 2018. "Does institutional quality condition the effect of bank regulations and supervision on bank stability? Evidence from emerging and developing economies," International Review of Financial Analysis, Elsevier, vol. 59(C), pages 255-275.
    9. Canova, Fabio & Ciccarelli, Matteo, 2013. "Panel Vector Autoregressive Models: A Survey," CEPR Discussion Papers 9380, C.E.P.R. Discussion Papers.
    10. Claudia M Buch & Linda S Goldberg, 2017. "Cross-Border Prudential Policy Spillovers: How Much? How Important? Evidence from the International Banking Research Network," International Journal of Central Banking, International Journal of Central Banking, vol. 13(2), pages 505-558, March.
    11. Rajan, Raghuram G & Zingales, Luigi, 1998. "Financial Dependence and Growth," American Economic Review, American Economic Association, vol. 88(3), pages 559-586, June.
    12. repec:oup:ecpoli:v:26:y:2011:i:66:p:135-182 is not listed on IDEAS
    13. Asli Demirgüç-Kunt & Erik Feyen & Ross Levine, 2013. "The Evolving Importance of Banks and Securities Markets," The World Bank Economic Review, World Bank, vol. 27(3), pages 476-490.
    14. Anginer, Deniz & Demirgüç-Kunt, Asli & Mare, Davide S., 2018. "Bank capital, institutional environment and systemic stability," Journal of Financial Stability, Elsevier, vol. 37(C), pages 97-106.
    15. Jean Arcand & Enrico Berkes & Ugo Panizza, 2015. "Too much finance?," Journal of Economic Growth, Springer, vol. 20(2), pages 105-148, June.
    16. Huang, Rocco & Ratnovski, Lev, 2011. "The dark side of bank wholesale funding," Journal of Financial Intermediation, Elsevier, vol. 20(2), pages 248-263, April.
    17. Norring, Anni, 2019. "Macroprudential policy spillovers and international banking - Taking the gravity approach," ESRB Working Paper Series 101, European Systemic Risk Board.
    18. López-Espinosa, Germán & Moreno, Antonio & Rubia, Antonio & Valderrama, Laura, 2012. "Short-term wholesale funding and systemic risk: A global CoVaR approach," Journal of Banking & Finance, Elsevier, vol. 36(12), pages 3150-3162.
    19. Laeven, Luc & Ratnovski, Lev & Tong, Hui, 2016. "Bank size, capital, and systemic risk: Some international evidence," Journal of Banking & Finance, Elsevier, vol. 69(S1), pages 25-34.
    20. Michael R. M. Abrigo & Inessa Love, 2016. "Estimation of panel vector autoregression in Stata," Stata Journal, StataCorp LP, vol. 16(3), pages 778-804, September.
    21. Florian LEON, 2018. "The Credit Structure Database," DEM Discussion Paper Series 18-07, Department of Economics at the University of Luxembourg.
    22. Markus K. Brunnermeier, 2009. "Deciphering the Liquidity and Credit Crunch 2007-2008," Journal of Economic Perspectives, American Economic Association, vol. 23(1), pages 77-100, Winter.
    23. Cerutti, Eugenio & Claessens, Stijn & Laeven, Luc, 2017. "The use and effectiveness of macroprudential policies: New evidence," Journal of Financial Stability, Elsevier, vol. 28(C), pages 203-224.
    24. Pasiouras, Fotios & Tanna, Sailesh & Zopounidis, Constantin, 2009. "The impact of banking regulations on banks' cost and profit efficiency: Cross-country evidence," International Review of Financial Analysis, Elsevier, vol. 18(5), pages 294-302, December.
    25. Alan Bollard & Tim Ng, 2009. "Coping with global financial and economic stresses," Reserve Bank of New Zealand Bulletin, Reserve Bank of New Zealand, vol. 72, pages 34-45, March.
    26. Creel, Jérôme & Hubert, Paul & Labondance, Fabien, 2015. "Financial stability and economic performance," Economic Modelling, Elsevier, vol. 48(C), pages 25-40.
    27. Natalya Martynova, 2015. "Effect of bank capital requirements on economic growth: a survey," DNB Working Papers 467, Netherlands Central Bank, Research Department.
    28. Anginer, Deniz & Demirguc-Kunt, Asli, 2014. "Bank capital and systemic stability," Policy Research Working Paper Series 6948, The World Bank.
    29. Carlson, Mark & Shan, Hui & Warusawitharana, Missaka, 2013. "Capital ratios and bank lending: A matched bank approach," Journal of Financial Intermediation, Elsevier, vol. 22(4), pages 663-687.
    30. Robert G. King & Ross Levine, 1993. "Finance and Growth: Schumpeter Might Be Right," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 717-737.
    31. Ignazio Visco, 2009. "The financial crisis and Economists' forecasting," BANCARIA, Bancaria Editrice, vol. 3, pages 3-22, March.
    32. Roulet, Caroline, 2018. "Basel III: Effects of capital and liquidity regulations on European bank lending," Journal of Economics and Business, Elsevier, vol. 95(C), pages 26-46.
    33. Brei, Michael & Gambacorta, Leonardo & von Peter, Goetz, 2013. "Rescue packages and bank lending," Journal of Banking & Finance, Elsevier, vol. 37(2), pages 490-505.
    34. Fidrmuc, Jarko & Lind, Ronja, 2020. "Macroeconomic impact of Basel III: Evidence from a meta-analysis," Journal of Banking & Finance, Elsevier, vol. 112(C).
    35. Moritz Schularick & Alan M. Taylor, 2012. "Credit Booms Gone Bust: Monetary Policy, Leverage Cycles, and Financial Crises, 1870-2008," American Economic Review, American Economic Association, vol. 102(2), pages 1029-1061, April.
    36. Steve Keen, 1995. "Finance and Economic Breakdown: Modeling Minsky’s “Financial Instability Hypothesis”," Journal of Post Keynesian Economics, Taylor & Francis Journals, vol. 17(4), pages 607-635, July.
    37. Ben Naceur, S. & Marton, Katherin & Roulet, Caroline, 2018. "Basel III and bank-lending: Evidence from the United States and Europe," Journal of Financial Stability, Elsevier, vol. 39(C), pages 1-27.
    38. World Bank, 2020. "World Development Report 2020," World Bank Publications - Books, The World Bank Group, number 32437, December.
    39. Leonardo Gambacorta & David Marques-Ibanez, 2011. "The bank lending channel: lessons from the crisis [Financial intermediaries and monetary economics]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 26(66), pages 135-182.
    40. Trabelsi, Mohamed & Cherif, Mondher, 2017. "Capital account liberalization and financial deepening: Does the private sector matter?," The Quarterly Review of Economics and Finance, Elsevier, vol. 64(C), pages 141-151.
    41. Tesar, Linda L., 1991. "Savings, investment and international capital flows," Journal of International Economics, Elsevier, vol. 31(1-2), pages 55-78, August.
    42. Cornett, Marcia Millon & McNutt, Jamie John & Strahan, Philip E. & Tehranian, Hassan, 2011. "Liquidity risk management and credit supply in the financial crisis," Journal of Financial Economics, Elsevier, vol. 101(2), pages 297-312, August.
    43. Ross Levine, 1997. "Financial Development and Economic Growth: Views and Agenda," Journal of Economic Literature, American Economic Association, vol. 35(2), pages 688-726, June.
    44. Daniel C. Hardy & Ceyla Pazarbasioglu, 1999. "Determinants and Leading Indicators of Banking Crises: Further Evidence," IMF Staff Papers, Palgrave Macmillan, vol. 46(3), pages 1-1.
    45. Andrews, Donald W. K. & Lu, Biao, 2001. "Consistent model and moment selection procedures for GMM estimation with application to dynamic panel data models," Journal of Econometrics, Elsevier, vol. 101(1), pages 123-164, March.
    46. Abdelkader Boudriga & Neila Boulila Taktak & Sana Jellouli, 2009. "Banking supervision and nonperforming loans: a cross‐country analysis," Journal of Financial Economic Policy, Emerald Group Publishing Limited, vol. 1(4), pages 286-318, November.
    47. de Bandt, Olivier & Camara, Boubacar & Maitre, Alexis & Pessarossi, Pierre, 2018. "Optimal capital, regulatory requirements and bank performance in times of crisis: Evidence from France," Journal of Financial Stability, Elsevier, vol. 39(C), pages 175-186.
    48. Sassi, Seifallah & Gasmi, Amira, 2014. "The effect of enterprise and household credit on economic growth: New evidence from European union countries," Journal of Macroeconomics, Elsevier, vol. 39(PA), pages 226-231.
    49. Lordina P. Manu & Charles K.D. Adjasi & Joshua Abor & Simon K. Harvey, 2011. "Financial stability and economic growth: a cross-country study," International Journal of Financial Services Management, Inderscience Enterprises Ltd, vol. 5(2), pages 121-138.
    50. Law, Siong Hook & Singh, Nirvikar, 2014. "Does too much finance harm economic growth?," Journal of Banking & Finance, Elsevier, vol. 41(C), pages 36-44.
    51. Kapan, Tümer & Minoiu, Camelia, 2018. "Balance sheet strength and bank lending: Evidence from the global financial crisis," Journal of Banking & Finance, Elsevier, vol. 92(C), pages 35-50.
    52. Feyen, Erik & del Mazo, Ines Gonzalez, 2013. "European bank deleveraging and global credit conditions : implications of a multi-year process on long-term finance and beyond," Policy Research Working Paper Series 6388, The World Bank.
    53. Shekhar Aiyar & Charles W. Calomiris & Tomasz Wieladek, 2014. "Does Macro‐Prudential Regulation Leak? Evidence from a UK Policy Experiment," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 46(s1), pages 181-214, February.
    54. Teimouri, Sheida & Zietz, Joachim, 2018. "The impact of surges in net private capital inflows on manufacturing, investment, and unemployment," Journal of International Money and Finance, Elsevier, vol. 88(C), pages 158-170.
    55. Meltem Gulenay Chadwick, 2018. "Effectiveness of monetary and macroprudential shocks on consumer credit growth and volatility in Turkey," Central Bank Review, Research and Monetary Policy Department, Central Bank of the Republic of Turkey, vol. 18(2), pages 69-83.
    56. Iyer, Rajkamal & Da-Rocha-Lopes, Samuel & Peydró, José-Luis & Schoar, Antoinette, 2014. "Interbank Liquidity Crunch and the Firm Credit Crunch: Evidence from the 2007-2009 Crisis," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 27(1), pages 347-372.
    57. Mr. Manmohan Singh, 2012. "The (Other) Deleveraging," IMF Working Papers 2012/179, International Monetary Fund.
    58. Allen, Bill & Chan, Ka Kei & Milne, Alistair & Thomas, Steve, 2012. "Basel III: Is the cure worse than the disease?," International Review of Financial Analysis, Elsevier, vol. 25(C), pages 159-166.
    59. Basten, Christhoph & Koch, Cathérine, 2015. "Higher Bank Capital Requirements and Mortgage Pricing: Evidence from the Countercyclical Capital Buffer (CCB)," HIT-REFINED Working Paper Series 26, Institute of Economic Research, Hitotsubashi University.
    60. Mr. Luc Laeven & Mr. Fabian Valencia, 2018. "Systemic Banking Crises Revisited," IMF Working Papers 2018/206, International Monetary Fund.
    61. Rioja, Felix & Valev, Neven, 2004. "Does one size fit all?: a reexamination of the finance and growth relationship," Journal of Development Economics, Elsevier, vol. 74(2), pages 429-447, August.
    62. World Bank, 2019. "World Development Report 2019 [Rapport sur le développement dans le monde 2019]," World Bank Publications - Books, The World Bank Group, number 30435, December.
    63. Simon Kwan & Robert Eisenbeis, 1997. "Bank Risk, Capitalization, and Operating Efficiency," Journal of Financial Services Research, Springer;Western Finance Association, vol. 12(2), pages 117-131, October.
    64. Greenwood-Nimmo, Matthew & Tarassow, Artur, 2016. "Monetary shocks, macroprudential shocks and financial stability," Economic Modelling, Elsevier, vol. 56(C), pages 11-24.
    65. Gavalas, Dimitris, 2015. "How do banks perform under Basel III? Tracing lending rates and loan quantity," Journal of Economics and Business, Elsevier, vol. 81(C), pages 21-37.
    66. Kopecky, Kenneth J. & VanHoose, David, 2006. "Capital regulation, heterogeneous monitoring costs, and aggregate loan quality," Journal of Banking & Finance, Elsevier, vol. 30(8), pages 2235-2255, August.
    67. Michael R.M. Abrigo & Inessa Love, 2016. "Estimation of Panel Vector Autoregression in Stata: a Package of Programs," Working Papers 201602, University of Hawaii at Manoa, Department of Economics.
    68. Angeloni, Ignazio & Faia, Ester, 2013. "Capital regulation and monetary policy with fragile banks," Journal of Monetary Economics, Elsevier, vol. 60(3), pages 311-324.
    69. Bahar Bayraktar-Sağlam & Selin Sayek Böke, 2017. "Labor Costs and Foreign Direct Investment: A Panel VAR Approach," Economies, MDPI, vol. 5(4), pages 1-23, September.
    70. Barrell, Ray & Karim, Dilruba & Ventouri, Alexia, 2017. "Interest rate liberalization and capital adequacy in models of financial crises," Journal of Financial Stability, Elsevier, vol. 33(C), pages 261-272.
    71. Bitar, Mohammad & Pukthuanthong, Kuntara & Walker, Thomas, 2018. "The effect of capital ratios on the risk, efficiency and profitability of banks: Evidence from OECD countries," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 53(C), pages 227-262.
    72. Anat R. Admati & Peter M. DeMarzo & Martin F. Hellwig & Paul Pfleiderer, 2013. "Fallacies, Irrelevant Facts, and Myths in the Discussion of Capital Regulation: Why Bank Equity is Not Socially Expensive," Discussion Paper Series of the Max Planck Institute for Research on Collective Goods 2013_23, Max Planck Institute for Research on Collective Goods.
    73. Dagher, Jihad & Kazimov, Kazim, 2015. "Banks׳ liability structure and mortgage lending during the financial crisis," Journal of Financial Economics, Elsevier, vol. 116(3), pages 565-582.
    74. Büyükkarabacak, Berrak & Valev, Neven T., 2010. "The role of household and business credit in banking crises," Journal of Banking & Finance, Elsevier, vol. 34(6), pages 1247-1256, June.
    75. Asli Demirgüç-Kunt & Enrica Detragiache, 1998. "The Determinants of Banking Crises in Developing and Developed Countries," IMF Staff Papers, Palgrave Macmillan, vol. 45(1), pages 81-109, March.
    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. Stewart, Robert & Chowdhury, Murshed, 2021. "Banking sector distress and economic growth resilience: Asymmetric effects," The Journal of Economic Asymmetries, Elsevier, vol. 24(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. Robert Stewart & Murshed Chowdhury & Vaalmikki Arjoon, 2021. "Bank stability and economic growth: trade-offs or opportunities?," Empirical Economics, Springer, vol. 61(2), pages 827-853, August.
    2. Stewart, Robert & Chowdhury, Murshed, 2021. "Banking sector distress and economic growth resilience: Asymmetric effects," The Journal of Economic Asymmetries, Elsevier, vol. 24(C).
    3. Retselisitsoe I. Thamae & Nicholas M. Odhiambo, 2022. "The impact of bank regulation on bank lending: a review of international literature," Journal of Banking Regulation, Palgrave Macmillan, vol. 23(4), pages 405-418, December.
    4. Michiel Bijlsma & Andrei Dubovik, 2014. "Banks, Financial Markets and Growth in Developed Countries: a Survey of the empirical literature," CPB Discussion Paper 266, CPB Netherlands Bureau for Economic Policy Analysis.
    5. Jean Arcand & Enrico Berkes & Ugo Panizza, 2015. "Too much finance?," Journal of Economic Growth, Springer, vol. 20(2), pages 105-148, June.
    6. Martin Hodula & Ngoc Anh Ngo, 2022. "Finance, growth and (macro)prudential policy: European evidence," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 49(2), pages 537-571, May.
    7. Vighneswara Swamy & Munusamy Dharani, 2021. "Thresholds in finance–growth nexus: Evidence from G‐7 economies," Australian Economic Papers, Wiley Blackwell, vol. 60(1), pages 1-40, March.
    8. Richard E. Itaman, 2022. "The finance‐growth nexus enigma: Bringing in institutional context and the productiveness debate," Journal of Economic Surveys, Wiley Blackwell, vol. 36(2), pages 504-527, April.
    9. Samargandi, Nahla & Fidrmuc, Jan & Ghosh, Sugata, 2015. "Is the Relationship Between Financial Development and Economic Growth Monotonic? Evidence from a Sample of Middle-Income Countries," World Development, Elsevier, vol. 68(C), pages 66-81.
    10. Simona Malovaná & Dominika Ehrenbergerová, 2022. "The effect of higher capital requirements on bank lending: the capital surplus matters," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 49(3), pages 793-832, August.
    11. Paul Wachtel, 2018. "Credit Deepening: Precursor to Growth or Crisis?," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 60(1), pages 34-43, March.
    12. Emmanuel Carré & Guillaume L’œillet, 2018. "The Literature on the Finance–Growth Nexus in the Aftermath of the Financial Crisis: A Review," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 60(1), pages 161-180, March.
    13. Alessio Ciarlone, 2019. "The relationship between financial development and growth: the case of emerging Europe," Questioni di Economia e Finanza (Occasional Papers) 521, Bank of Italy, Economic Research and International Relations Area.
    14. Naceur, Sami Ben & Candelon, Bertrand & Lajaunie, Quentin, 2019. "Taming financial development to reduce crises," Emerging Markets Review, Elsevier, vol. 40(C), pages 1-1.
    15. Michael A. Stemmer, 2017. "Revisiting Finance and Growth in Transition Economies - A Panel Causality Approach," Documents de travail du Centre d'Economie de la Sorbonne 17022, Université Panthéon-Sorbonne (Paris 1), Centre d'Economie de la Sorbonne.
    16. Michiel Bijlsma & Andrei Dubovik, 2014. "Banks, Financial Markets and Growth in Developed Countries: a Survey of the empirical literature," CPB Discussion Paper 266.rdf, CPB Netherlands Bureau for Economic Policy Analysis.
    17. Florian Léon, 2016. "Enterprise credit, household credit and growth: New evidence from 126 countries," DEM Discussion Paper Series 16-17, Department of Economics at the University of Luxembourg.
    18. Vighneswara Swamy & Dharani M, 2020. "The tipping point of financial development? – evidence from OECD countries," International Economics and Economic Policy, Springer, vol. 17(1), pages 125-165, February.
    19. López, Tania & Winkler, Adalbert, 2019. "Does financial inclusion mitigate credit boom-bust cycles?," Journal of Financial Stability, Elsevier, vol. 43(C), pages 116-129.
    20. Adarov, Amat, 2021. "Dynamic interactions between financial cycles, business cycles and macroeconomic imbalances: A panel VAR analysis," International Review of Economics & Finance, Elsevier, vol. 74(C), pages 434-451.

    More about this item

    Keywords

    Regulatory capital; Credit extension; Economic growth; Vector autoregression; Impulse response function; Forecast error variance decomposition;
    All these keywords.

    JEL classification:

    • E58 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Central Banks and Their Policies
    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages

    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:eee:jebusi:v:117:y:2021:i:c:s014861952100028x. 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: Catherine Liu (email available below). General contact details of provider: https://www.journals.elsevier.com/journal-of-economics-and-business .

    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.