IDEAS home Printed from https://ideas.repec.org/a/eee/jbfina/v113y2020ics0378426620300273.html
   My bibliography  Save this article

Does mortgage lending impact business credit? Evidence from a new disaggregated bank credit data set

Author

Listed:
  • Bezemer, Dirk
  • Samarina, Anna
  • Zhang, Lu

Abstract

We present a new data set for 74 economies over 1990–2016 on domestic bank credit distinguishing between four categories: household mortgages, household consumption credit, loans to non-bank financial institutions, and loans to non-financial business. We offer a description of sources and data collection methods and a comparison with similar data sets. We document the key data trends including a shift in bank credit allocation away from business lending. The literature suggests that this ‘debt shift’ has substantial consequences for growth, income distribution and macroeconomic resilience, which motivates the construction of a new data set. We apply the data to analyze the effect of an increase in mortgage lending flows on business credit flows. We identify several theoretical transmission channels which involve collateral and bank balance sheet effects and wealth effects on consumption. The impact of mortgage credit expansion on business credit growth is found to be positive in advanced economies and negative in emerging and developing economies.

Suggested Citation

  • Bezemer, Dirk & Samarina, Anna & Zhang, Lu, 2020. "Does mortgage lending impact business credit? Evidence from a new disaggregated bank credit data set," Journal of Banking & Finance, Elsevier, vol. 113(C).
  • Handle: RePEc:eee:jbfina:v:113:y:2020:i:c:s0378426620300273
    DOI: 10.1016/j.jbankfin.2020.105760
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0378426620300273
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jbankfin.2020.105760?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. de Haan, Jakob & Sturm, Jan-Egbert, 2017. "Finance and income inequality: A review and new evidence," European Journal of Political Economy, Elsevier, vol. 50(C), pages 171-195.
    3. Thorsten Beck & Ross Levine, 2008. "Legal Institutions and Financial Development," Springer Books, in: Claude Ménard & Mary M. Shirley (ed.), Handbook of New Institutional Economics, chapter 11, pages 251-278, Springer.
    4. Beck Thorsten & Büyükkarabacak Berrak & Rioja Felix K. & Valev Neven T., 2012. "Who Gets the Credit? And Does It Matter? Household vs. Firm Lending Across Countries," The B.E. Journal of Macroeconomics, De Gruyter, vol. 12(1), pages 1-46, March.
    5. Òscar Jordà & Moritz Schularick & Alan M. Taylor, 2017. "Macrofinancial History and the New Business Cycle Facts," NBER Macroeconomics Annual, University of Chicago Press, vol. 31(1), pages 213-263.
    6. Thomas Chaney & David Sraer & David Thesmar, 2012. "The Collateral Channel: How Real Estate Shocks Affect Corporate Investment," American Economic Review, American Economic Association, vol. 102(6), pages 2381-2409, October.
    7. 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.
    8. Jensen, Thais Laerkholm & Leth-Petersen, Søren & Nanda, Ramana, 2022. "Financing constraints, home equity and selection into entrepreneurship," Journal of Financial Economics, Elsevier, vol. 145(2), pages 318-337.
    9. Berkmen, S. Pelin & Gelos, Gaston & Rennhack, Robert & Walsh, James P., 2012. "The global financial crisis: Explaining cross-country differences in the output impact," Journal of International Money and Finance, Elsevier, vol. 31(1), pages 42-59.
    10. Korinek, Anton & Kreamer, Jonathan, 2014. "The redistributive effects of financial deregulation," Journal of Monetary Economics, Elsevier, vol. 68(S), pages 55-67.
    11. Mathias Drehmann & Mikael Juselius & Anton Korinek, 2018. "Going With the Flows: New Borrowing, Debt Service and the Transmission of Credit Booms," NBER Working Papers 24549, National Bureau of Economic Research, Inc.
    12. Babecký, Jan & Havránek, Tomáš & Matějů, Jakub & Rusnák, Marek & Šmídková, Kateřina & Vašíček, Bořek, 2013. "Leading indicators of crisis incidence: Evidence from developed countries," Journal of International Money and Finance, Elsevier, vol. 35(C), pages 1-19.
    13. Christopher A. Sims & Tao Zha, 1999. "Error Bands for Impulse Responses," Econometrica, Econometric Society, vol. 67(5), pages 1113-1156, September.
    14. Doerr, Sebastian & Raissi, Mehdi & Weber, Anke, 2018. "Credit-supply shocks and firm productivity in Italy," Journal of International Money and Finance, Elsevier, vol. 87(C), pages 155-171.
    15. 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.
    16. Atif Mian & Amir Sufi & Emil Verner, 2017. "Household Debt and Business Cycles Worldwide," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(4), pages 1755-1817.
    17. Jean Arcand & Enrico Berkes & Ugo Panizza, 2015. "Too much finance?," Journal of Economic Growth, Springer, vol. 20(2), pages 105-148, June.
    18. Banerjee, Abhijit V & Newman, Andrew F, 1993. "Occupational Choice and the Process of Development," Journal of Political Economy, University of Chicago Press, vol. 101(2), pages 274-298, April.
    19. La Porta, Rafael & Florencio Lopez-de-Silanes & Andrei Shleifer & Robert W. Vishny, 1997. "Legal Determinants of External Finance," Journal of Finance, American Finance Association, vol. 52(3), pages 1131-1150, July.
    20. Mary M. Shirley, 2008. "Institutions and Development," Books, Edward Elgar Publishing, number 12524.
    21. Bradford M. Van Arnum & Michele I. Naples, 2013. "Financialization and Income Inequality in the United States, 1967–2010," American Journal of Economics and Sociology, Wiley Blackwell, vol. 72(5), pages 1158-1182, November.
    22. Giovanni Dell’Ariccia & Dalida Kadyrzhanova & Camelia Minoiu & Lev Ratnovski, 2021. "Bank Lending in the Knowledge Economy," The Review of Financial Studies, Society for Financial Studies, vol. 34(10), pages 5036-5076.
    23. Christian Dembiermont & Mathias Drehmann & Siriporn Muksakunratana, 2013. "How much does the private sector really borrow - a new database for total credit to the private non-financial sector," BIS Quarterly Review, Bank for International Settlements, March.
    24. Philip R Lane & Gian Maria Milesi-Ferretti, 2011. "The Cross-Country Incidence of the Global Crisis," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 59(1), pages 77-110, April.
    25. Rafael La Porta & Florencio Lopez-de-Silanes & Andrei Shleifer & Robert W. Vishny, 1998. "Law and Finance," Journal of Political Economy, University of Chicago Press, vol. 106(6), pages 1113-1155, December.
    26. Òscar Jordà & Moritz Schularick & Alan M. Taylor, 2016. "The great mortgaging: housing finance, crises and business cycles," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 31(85), pages 107-152.
    27. Gimet, Céline & Lagoarde-Segot, Thomas, 2011. "A closer look at financial development and income distribution," Journal of Banking & Finance, Elsevier, vol. 35(7), pages 1698-1713, July.
    28. Zheng Liu & Pengfei Wang & Tao Zha, 2013. "Land‐Price Dynamics and Macroeconomic Fluctuations," Econometrica, Econometric Society, vol. 81(3), pages 1147-1184, May.
    29. Beck, Thorsten & Degryse, Hans & Kneer, Christiane, 2014. "Is more finance better? Disentangling intermediation and size effects of financial systems," Journal of Financial Stability, Elsevier, vol. 10(C), pages 50-64.
    30. Tullio Jappelli & Marco Pagano & Marco Di Maggio, 2013. "Households' indebtedness and financial fragility," Journal of Financial Management, Markets and Institutions, Società editrice il Mulino, issue 1, pages 23-46, January.
    31. Bezemer, Dirk & Samarina, Anna & Zhang, Lu, 2017. "The Shift in Bank Credit Allocation: New Data and New Findings," Research Report 17012-GEM, University of Groningen, Research Institute SOM (Systems, Organisations and Management).
    32. Oliver Denk & Boris Cournède, 2015. "Finance and income inequality in OECD countries," OECD Economics Department Working Papers 1224, OECD Publishing.
    33. Rémi Bazillier & Jérôme Hericourt, 2017. "The Circular Relationship Between Inequality, Leverage, And Financial Crises," Journal of Economic Surveys, Wiley Blackwell, vol. 31(2), pages 463-496, April.
    34. Oded Galor & Omer Moav, 1999. "From Physical to Human Capital Accumulation: Inequality in the Process of Development," Working Papers 99-27, Brown University, Department of Economics.
    35. Fernández Martín, Andrés & Gulan, Adam, 2012. "Interest Rates and Business Cycles in Emerging Economies: The Role of Financial Frictions," IDB Publications (Working Papers) 4129, Inter-American Development Bank.
    36. Tullio Jappelli & Marco Pagano, 1994. "Saving, Growth, and Liquidity Constraints," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(1), pages 83-109.
    37. repec:hal:spmain:info:hdl:2441/75koqefued8i7pihbrl9u84p4u is not listed on IDEAS
    38. Bezemer, Dirk & Samarina, Anna & Zhang, Lu, 2017. "The Shift in Bank Credit Allocation: New Data and New Findings," Research Report 17012-GEM, University of Groningen, Research Institute SOM (Systems, Organisations and Management).
    39. Florence Jaumotte & Subir Lall & Chris Papageorgiou, 2013. "Rising Income Inequality: Technology, or Trade and Financial Globalization?," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 61(2), pages 271-309, June.
    40. Stijn Claessens, 2010. "The Financial Crisis," Margin: The Journal of Applied Economic Research, National Council of Applied Economic Research, vol. 4(2), pages 177-196, May.
    41. Georg R. G. Clarke & Lixin Colin Xu & Heng-fu Zou, 2006. "Finance and Income Inequality: What Do the Data Tell Us?," Southern Economic Journal, John Wiley & Sons, vol. 72(3), pages 578-596, January.
    42. Indraneel Chakraborty & Itay Goldstein & Andrew MacKinlay, 2018. "Housing Price Booms and Crowding-Out Effects in Bank Lending," The Review of Financial Studies, Society for Financial Studies, vol. 31(7), pages 2806-2853.
    43. Douglas Sutherland & Peter Hoeller & Rossana Merola & Volker Ziemann, 2012. "Debt and Macroeconomic Stability," OECD Economics Department Working Papers 1003, OECD Publishing.
    44. Oded Galor & Omer Moav, 2004. "From Physical to Human Capital Accumulation: Inequality and the Process of Development," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 71(4), pages 1001-1026.
    45. Dirk Bezemer, 2014. "Schumpeter might be right again: the functional differentiation of credit," Journal of Evolutionary Economics, Springer, vol. 24(5), pages 935-950, November.
    46. Karen Dynan, 2012. "Is a Household Debt Overhang Holding Back Consumption," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 44(1 (Spring), pages 299-362.
    47. Karen Dynan, 2012. "Is a Household Debt Overhang Holding Back Consumption," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 43(1 (Spring), pages 299-362.
    48. Stephen Cecchetti & Madhusudan Mohanty & Fabrizio Zampolli, 2011. "The real effects of debt," BIS Working Papers 352, Bank for International Settlements.
    49. repec:ucp:bkecon:9780226081946 is not listed on IDEAS
    50. Dirk Bezemer & Maria Grydaki & Lu Zhang, 2016. "More Mortgages, Lower Growth?," Economic Inquiry, Western Economic Association International, vol. 54(1), pages 652-674, January.
    51. Andrés Fernández & Adam Gulan, 2015. "Interest Rates, Leverage, and Business Cycles in Emerging Economies: The Role of Financial Frictions," American Economic Journal: Macroeconomics, American Economic Association, vol. 7(3), pages 153-188, July.
    52. Samatas, Andreas & Makrominas, Michalis & Moro, Andrea, 2019. "Financial intermediation, capital composition and income stagnation: The case of Europe," Journal of Economic Behavior & Organization, Elsevier, vol. 162(C), pages 273-289.
    53. Atif Mian & Amir Sufi, 2009. "The Consequences of Mortgage Credit Expansion: Evidence from the U.S. Mortgage Default Crisis," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(4), pages 1449-1496.
    54. Mary M. Shirley, 2008. "Institutions and Development," Springer Books, in: Claude Ménard & Mary M. Shirley (ed.), Handbook of New Institutional Economics, chapter 24, pages 611-638, Springer.
    55. Berrak Büyükkarabacak & Stefan Krause, 2009. "Studying The Effects Of Household And Firm Credit On The Trade Balance: The Composition Of Funds Matters," Economic Inquiry, Western Economic Association International, vol. 47(4), pages 653-666, October.
    56. Jie Gan, 2007. "The Real Effects of Asset Market Bubbles: Loan- and Firm-Level Evidence of a Lending Channel," The Review of Financial Studies, Society for Financial Studies, vol. 20(6), pages 1941-1973, November.
    57. Anton Korinek & Jonathan Kreamer, 2014. "The redistributive effects of financial deregulation: wall street versus main street," BIS Working Papers 468, Bank for International Settlements.
    58. Thorsten Beck & Asli Demirgüç-Kunt & Ross Levine, 2007. "Finance, inequality and the poor," Journal of Economic Growth, Springer, vol. 12(1), pages 27-49, March.
    59. repec:zbw:bofrdp:2018_010 is not listed on IDEAS
    60. Samarina, Anna & Bezemer, Dirk, 2016. "Do capital flows change domestic credit allocation?," Journal of International Money and Finance, Elsevier, vol. 62(C), pages 98-121.
    61. Zhang, Lu & Uluc, Arzu & Bezemer, Dirk, 2017. "Did pre-crisis mortgage lending limit post-crisis corporate lending? Evidence from UK bank balance sheets," Bank of England working papers 651, Bank of England.
    62. Xu, Zhenhui, 2000. "Financial Development, Investment, and Economic Growth," Economic Inquiry, Western Economic Association International, vol. 38(2), pages 331-344, April.
    63. De Haas, Ralph & Ferreira, Daniel & Taci, Anita, 2010. "What determines the composition of banks' loan portfolios? Evidence from transition countries," Journal of Banking & Finance, Elsevier, vol. 34(2), pages 388-398, February.
    64. 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.
    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. Braun, Benjamin, 2021. "From exit to control: The structural power of finance under asset manager capitalism," SocArXiv 4uesc, Center for Open Science.
    2. Kirikkaleli, Dervis & Athari, Seyed Alireza, 2020. "Time-frequency co-movements between bank credit supply and economic growth in an emerging market: Does the bank ownership structure matter?," The North American Journal of Economics and Finance, Elsevier, vol. 54(C).
    3. Flannery, Mark J. & Lin, Leming & Wang, Luxi, 2022. "Housing booms and bank growth," Journal of Financial Intermediation, Elsevier, vol. 52(C).
    4. van der Kwaak, Christiaan & Madeira, João & Palma, Nuno, 2023. "The long-run effects of risk: an equilibrium approach," European Economic Review, Elsevier, vol. 153(C).
    5. Werner Hölzl, 2021. "The Link between Financial Globalisation and Integration into Global Value Chains and Macroeconomic Impacts," WIFO Working Papers 632, WIFO.

    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. Bezemer, Dirk & Samarina, Anna & Zhang, Lu, 2017. "The Shift in Bank Credit Allocation: New Data and New Findings," Research Report 17012-GEM, University of Groningen, Research Institute SOM (Systems, Organisations and Management).
    2. Bezemer, Dirk & Zhang, Lu, 2019. "Credit composition and the severity of post-crisis recessions," Journal of Financial Stability, Elsevier, vol. 42(C), pages 52-66.
    3. Dirk Bezemer & Anna Samarina, 2019. "Debt shift, financial development and income inequality," DNB Working Papers 646, Netherlands Central Bank, Research Department.
    4. Zhang, Lu & Bezemer, Dirk, 2015. "A global house of debt effect? Mortgages and post-crisis recessions in fifty economies," Research Report 15009-GEM, University of Groningen, Research Institute SOM (Systems, Organisations and Management).
    5. Samarina, Anna & Bezemer, Dirk, 2016. "Do capital flows change domestic credit allocation?," Journal of International Money and Finance, Elsevier, vol. 62(C), pages 98-121.
    6. Samarina, Anna & Zhang, Lu & Bezemer, Dirk, 2017. "Credit cycle coherence in the eurozone: Was there a euro effect?," Journal of International Money and Finance, Elsevier, vol. 77(C), pages 77-98.
    7. Bezemer, Dirk & Samarina, Anna, 2016. "Debt Shift, Financial Development and Income Inequality in Europe," Research Report 16020-GEM, University of Groningen, Research Institute SOM (Systems, Organisations and Management).
    8. Brei, Michael & Ferri, Giovanni & Gambacorta, Leonardo, 2023. "Financial structure and income inequality," Journal of International Money and Finance, Elsevier, vol. 131(C).
    9. Dirk Bezemer & Maria Grydaki & Lu Zhang, 2016. "More Mortgages, Lower Growth?," Economic Inquiry, Western Economic Association International, vol. 54(1), pages 652-674, January.
    10. Oguzhan Cepni & Yavuz Selim Hacihasanoglu & Muhammed Hasan Yilmaz, 2020. "Credit decomposition and economic activity in Turkey: A wavelet-based approach," Central Bank Review, Research and Monetary Policy Department, Central Bank of the Republic of Turkey, vol. 20(3), pages 109-131.
    11. Sturm, Jan-Egbert & De Haan, Jakob, 2016. "Finance and income inequality revisited," VfS Annual Conference 2016 (Augsburg): Demographic Change 145660, Verein für Socialpolitik / German Economic Association.
    12. de Haan, Jakob & Sturm, Jan-Egbert, 2017. "Finance and income inequality: A review and new evidence," European Journal of Political Economy, Elsevier, vol. 50(C), pages 171-195.
    13. Daniel Carvalho & Etienne Lepers & Rogelio Jr Mercado, 2021. "Taming the "Capital Flows-Credit Nexus": A Sectoral Approach," Trinity Economics Papers tep0921, Trinity College Dublin, Department of Economics.
    14. Samatas, Andreas & Makrominas, Michalis & Moro, Andrea, 2019. "Financial intermediation, capital composition and income stagnation: The case of Europe," Journal of Economic Behavior & Organization, Elsevier, vol. 162(C), pages 273-289.
    15. repec:dgr:rugsom:14016-gem is not listed on IDEAS
    16. Bezemer, Dirk & Grydaki, Maria & Zhang, Lu, 2014. "Is financial development bad for growth?," Research Report 14016-GEM, University of Groningen, Research Institute SOM (Systems, Organisations and Management).
    17. Bahadir, Berrak & Valev, Neven, 2017. "Catching up or drifting apart: Convergence of household and business credit in Europe," International Review of Economics & Finance, Elsevier, vol. 47(C), pages 101-114.
    18. Thorsten Beck, 2013. "Finance, growth and fragility: the role of government," International Journal of Banking, Accounting and Finance, Inderscience Enterprises Ltd, vol. 5(1/2), pages 49-77.
    19. Zhang, Lu & Uluc, Arzu & Bezemer, Dirk, 2017. "Did pre-crisis mortgage lending limit post-crisis corporate lending? Evidence from UK bank balance sheets," Bank of England working papers 651, Bank of England.
    20. Boris Cournède & Oliver Denk & Peter Hoeller, 2015. "Finance and Inclusive Growth," OECD Economic Policy Papers 14, OECD Publishing.
    21. Baiardi, Donatella & Morana, Claudio, 2018. "Financial development and income distribution inequality in the euro area," Economic Modelling, Elsevier, vol. 70(C), pages 40-55.

    More about this item

    Keywords

    Credit allocation; Business lending; Household mortgage;
    All these keywords.

    JEL classification:

    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • E51 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Money Supply; Credit; Money Multipliers
    • 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:jbfina:v:113:y:2020:i:c:s0378426620300273. 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: http://www.elsevier.com/locate/jbf .

    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.