[go: up one dir, main page]

IDEAS home Printed from https://ideas.repec.org/p/bdi/wptemi/td_615_07.html
   My bibliography  Save this paper

Macroeconomic uncertainty and banks' lending decisions: The case of Italy

Author

Listed:
  • Mario Quagliariello

    (Banca d�Italia)

Abstract
This paper discusses the role that macroeconomic uncertainty plays in banks� decisions on the optimal asset allocation. Using a portfolio model recently proposed in the literature, the paper aims at disentangling how Italian banks choose between loans and risk-free assets when uncertainty on macroeconomic conditions increases. The econometric results confirm that macroeconomic uncertainty is a significant determinant of banks� investment decisions, also after controlling for other factors. In periods of increasing turmoil, banks� ability to accurately forecast future returns is hindered and herding behaviour tends to emerge, as witnessed by the reduction of the cross-sectional variance of the share of loans held in portfolio.

Suggested Citation

  • Mario Quagliariello, 2007. "Macroeconomic uncertainty and banks' lending decisions: The case of Italy," Temi di discussione (Economic working papers) 615, Bank of Italy, Economic Research and International Relations Area.
  • Handle: RePEc:bdi:wptemi:td_615_07
    as

    Download full text from publisher

    File URL: http://www.bancaditalia.it/pubblicazioni/temi-discussione/2007/2007-0615/en_tema_615.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Cecchetti, Stephen G, 1993. "Inflation Uncertainty, Relative Price Uncertainty, and Investment in U.S. Manufacturing: Comment," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 25(3), pages 550-554, August.
    2. Victor Zarnowitz & Louis A. Lambros, 1983. "Consensus and Uncertainty in Economic Prediction," NBER Working Papers 1171, National Bureau of Economic Research, Inc.
    3. Christopher F Baum & Mustafa Caglayan & Neslihan Ozkan, 2004. "The second moments matter: The response of bank lending behavior to macroeconomic uncertainty," Computing in Economics and Finance 2004 172, Society for Computational Economics.
    4. Glenn Hoggarth & Steffen Sorensen & Lea Zicchino, 2005. "Stress tests of UK banks using a VAR approach," Bank of England working papers 282, Bank of England.
    5. Ciaran Driver & Lorenzo Trapani & Giovanni Urga, 2004. "Cross-Section Versus Time-Series Measures Of Uncertainty. Using UK Survey Data," Royal Economic Society Annual Conference 2004 96, Royal Economic Society.
    6. Mario Quagliariello, "undated". "Banks' Performance over the Business Cycle: A Panel Analysis on Italian Intermediaries," Discussion Papers 04/17, Department of Economics, University of York.
    7. Laeven, Luc & Majnoni, Giovanni, 2003. "Loan loss provisioning and economic slowdowns: too much, too late?," Journal of Financial Intermediation, Elsevier, vol. 12(2), pages 178-197, April.
    8. Huizinga, John, 1993. "Inflation Uncertainty, Relative Price Uncertainty, and Investment in U.S. Manufacturing," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 25(3), pages 521-549, August.
    9. Serven, Luis, 1998. "Macroeconomic uncertainty and private investment in developing countries - an empirical investigation," Policy Research Working Paper Series 2035, The World Bank.
    10. Bollerslev, Tim, 1986. "Generalized autoregressive conditional heteroskedasticity," Journal of Econometrics, Elsevier, vol. 31(3), pages 307-327, April.
    11. Andrew P. Meyer & Timothy J. Yeager, 2001. "Are small rural banks vulnerable to local economic downturns?," Review, Federal Reserve Bank of St. Louis, vol. 83(Mar), pages 25-38.
    12. Ciaran Driver & Lorenzo Trapani, 2004. "Cross Section Vs Time Series Measures of Uncertainty: Using UK Survey Data," Econometric Society 2004 North American Summer Meetings 330, Econometric Society.
    13. Paul Beaudry & Mustafa Caglayan & Fabio Schiantarelli, 2001. "Monetary Instability, the Predictability of Prices, and the Allocation of Investment: An Empirical Investigation Using U.K. Panel Data," American Economic Review, American Economic Association, vol. 91(3), pages 648-662, June.
    14. Alan Carruth & Andy Dickerson & Andrew Henley, 2000. "What do We Know About Investment Under Uncertainty?," Journal of Economic Surveys, Wiley Blackwell, vol. 14(2), pages 119-154, April.
    15. Mario Quagliariello, 2007. "Banks' riskiness over the business cycle: a panel analysis on Italian intermediaries," Applied Financial Economics, Taylor & Francis Journals, vol. 17(2), pages 119-138.
    16. John Huizinga, 1993. "Inflation uncertainty, relative price uncertainty, and investment in U.S. manufacturing," Proceedings, Federal Reserve Bank of Cleveland, pages 521-557.
    17. Selody, Jack, 1993. "Inflation Uncertainty, Relative Price Uncertainty, and Investment in U.S. Manufacturing: Comment," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 25(3), pages 554-557, August.
    18. Pagan, Adrian & Ullah, Aman, 1988. "The Econometric Analysis of Models with Risk Terms," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 3(2), pages 87-105, April.
    19. repec:bla:jecsur:v:14:y:2000:i:2:p:119-53 is not listed on IDEAS
    20. repec:zbw:bofrdp:2001_006 is not listed on IDEAS
    21. Mario Quagliariello, 2006. "Banks� Riskiness Over the Business Cicle: a Panel Analysis on Italian Intermediaries," Temi di discussione (Economic working papers) 599, Bank of Italy, Economic Research and International Relations Area.
    22. Michele Gambera, 2000. "Simple forecasts of bank loan quality in the business cycle," Emerging Issues, Federal Reserve Bank of Chicago, issue Apr.
    23. Zarnowitz, Victor & Lambros, Louis A, 1987. "Consensus and Uncertainty in Economic Prediction," Journal of Political Economy, University of Chicago Press, vol. 95(3), pages 591-621, June.
    24. Glenn Hoggarth & Andrew Logan & Lea Zicchino, 2005. "Macro stress tests of UK banks," BIS Papers chapters, in: Bank for International Settlements (ed.), Investigating the relationship between the financial and real economy, volume 22, pages 392-408, Bank for International Settlements.
    25. Oxley, Les & McAleer, Michael, 1993. "Econometric Issues in Macroeconomic Models with Generated Regressors," Journal of Economic Surveys, Wiley Blackwell, vol. 7(1), pages 1-40.
    26. Vicente Salas & Jesús Saurina, 2002. "Credit Risk in Two Institutional Regimes: Spanish Commercial and Savings Banks," Journal of Financial Services Research, Springer;Western Finance Association, vol. 22(3), pages 203-224, December.
    27. Pagan, Adrian, 1984. "Econometric Issues in the Analysis of Regressions with Generated Regressors," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 25(1), pages 221-247, February.
    28. Kevin B. Grier & Mark J. Perry, 2000. "The effects of real and nominal uncertainty on inflation and output growth: some garch-m evidence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 15(1), pages 45-58.
    29. Jean Sepulveda-Umanzor, 2004. "The Relation Between Macroeconomic Uncertainty And The Expected Performance Of the Economy," Econometric Society 2004 Latin American Meetings 304, Econometric Society.
    30. Bomberger, William A, 1996. "Disagreement as a Measure of Uncertainty," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 28(3), pages 381-392, August.
    31. Engle, Robert F, 1982. "Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation," Econometrica, Econometric Society, vol. 50(4), pages 987-1007, July.
    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. Stefano Puddu, 2013. "Real Sector and Banking System: Real and Feedback Effects. A Non-Linear VAR Approach," IRENE Working Papers 13-01, IRENE Institute of Economic Research.
    2. Iwedi Marshal, 2017. "The Impact of Macroeconomic Dynamic on Bank Lending Behavior in Nigeria," Noble International Journal of Economics and Financial Research, Noble Academic Publsiher, vol. 2(10), pages 131-139, October.
    3. Marco Causi & Andrea Baldini, 2018. "Determinants Of Loan And Bad Loan Dynamics: Evidence From Italy," Departmental Working Papers of Economics - University 'Roma Tre' o232, Department of Economics - University Roma Tre.
    4. Xie, Qiwei & Xu, Qifan & Chen, Lifan & Jin, Xi & Li, Siqi & Li, Yongjun, 2022. "Efficiency evaluation of China's listed commercial banks based on a multi-period leader-follower model," Omega, Elsevier, vol. 110(C).
    5. Ekaterina Pirozhkova, 2017. "Bank loan components, uncertainty and monetary transmission mechanism," BCAM Working Papers 1702, Birkbeck Centre for Applied Macroeconomics.
    6. Caglayan, Mustafa & Xu, Bing, 2016. "Sentiment volatility and bank lending behavior," International Review of Financial Analysis, Elsevier, vol. 45(C), pages 107-120.
    7. Calmès, Christian & Théoret, Raymond, 2010. "The impact of off-balance-sheet activities on banks returns: An application of the ARCH-M to Canadian data," Journal of Banking & Finance, Elsevier, vol. 34(7), pages 1719-1728, July.
    8. Talavera, Oleksandr & Tsapin, Andriy & Zholud, Oleksandr, 2012. "Macroeconomic uncertainty and bank lending: The case of Ukraine," Economic Systems, Elsevier, vol. 36(2), pages 279-293.
    9. Christian Calmès & Raymond Théoret, 2012. "Bank systemic risk and the business cycle: Canadian and U.S. evidence," RePAd Working Paper Series UQO-DSA-wp022012, Département des sciences administratives, UQO.
    10. Christian Calmès & Raymond Théoret, 2009. "The Impact of Banking Deregulation on Canadian Banks Returns," RePAd Working Paper Series UQO-DSA-wp022009, Département des sciences administratives, UQO.
    11. Wu, Ji & Yao, Yao & Chen, Minghua & Jeon, Bang Nam, 2020. "Economic uncertainty and bank risk: Evidence from emerging economies," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 68(C).
    12. Caglayan, Mustafa & Xu, Bing, 2014. "Allocation effects of uncertainty on resources in Japan," Economics Letters, Elsevier, vol. 122(1), pages 23-26.
    13. Racicot, François-Éric & Théoret, Raymond, 2019. "Hedge fund return higher moments over the business cycle," Economic Modelling, Elsevier, vol. 78(C), pages 73-97.
    14. Lee, Chien-Chiang & Lee, Chi-Chuan & Zeng, Jhih-Hong & Hsu, Yu-Ling, 2017. "Peer bank behavior, economic policy uncertainty, and leverage decision of financial institutions," Journal of Financial Stability, Elsevier, vol. 30(C), pages 79-91.
    15. Lorna Katusiime, 2018. "Private Sector Credit and Inflation Volatility," Economies, MDPI, vol. 6(2), pages 1-13, April.
    16. Romila Qamar & Shahid Mansoor Hashmi & Mughees Tahir Bhalli, 2016. "Are Basel Capital Standards Implemented Successfully in Pakistan?," Romanian Economic Journal, Department of International Business and Economics from the Academy of Economic Studies Bucharest, vol. 19(62), pages 119-152, December.
    17. Calmès, Christian & Théoret, Raymond, 2014. "Bank systemic risk and macroeconomic shocks: Canadian and U.S. evidence," Journal of Banking & Finance, Elsevier, vol. 40(C), pages 388-402.
    18. Caglayan, Mustafa & Xu, Bing, 2016. "Inflation volatility effects on the allocation of bank loans," Journal of Financial Stability, Elsevier, vol. 24(C), pages 27-39.
    19. Christian Calmès & Raymond Théoret, 2008. "Banking Deregulation and Financial Stability : is it Time to re-regulate in Canada ?," RePAd Working Paper Series UQO-DSA-wp042008, Département des sciences administratives, UQO.
    20. Nguyen, James, 2012. "The relationship between net interest margin and noninterest income using a system estimation approach," Journal of Banking & Finance, Elsevier, vol. 36(9), pages 2429-2437.
    21. Mustafa Caglayan & Bing Xu, 2013. "Allocation Effects of Uncertainty on Resources in Japan," CFI Discussion Papers 1306, Centre for Finance and Investment, Heriot Watt University.
    22. Racicot, François-Éric & Théoret, Raymond, 2018. "Multi-moment risk, hedging strategies, & the business cycle," International Review of Economics & Finance, Elsevier, vol. 58(C), pages 637-675.
    23. Racicot, François-Éric & Théoret, Raymond, 2016. "Macroeconomic shocks, forward-looking dynamics, and the behavior of hedge funds," Journal of Banking & Finance, Elsevier, vol. 62(C), pages 41-61.
    24. Christian Calmès & Raymond Théoret, 2011. "Bank systemic risk and the business cycle: An empirical investigation using Canadian data," RePAd Working Paper Series UQO-DSA-wp322011, Département des sciences administratives, UQO.
    25. Mohammed Amidu, 2014. "What Influences Banks Lending in Sub-Saharan Africa?," Journal of Emerging Market Finance, Institute for Financial Management and Research, vol. 13(1), pages 1-42, April.

    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. Christian Calmès & Raymond Théoret, 2011. "Bank systemic risk and the business cycle: An empirical investigation using Canadian data," RePAd Working Paper Series UQO-DSA-wp322011, Département des sciences administratives, UQO.
    2. Christian Calmès & Raymond Théoret, 2012. "Bank systemic risk and the business cycle: Canadian and U.S. evidence," RePAd Working Paper Series UQO-DSA-wp022012, Département des sciences administratives, UQO.
    3. Giordani, Paolo & Soderlind, Paul, 2003. "Inflation forecast uncertainty," European Economic Review, Elsevier, vol. 47(6), pages 1037-1059, December.
    4. Marcucci, Juri & Quagliariello, Mario, 2008. "Is bank portfolio riskiness procyclical: Evidence from Italy using a vector autoregression," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 18(1), pages 46-63, February.
    5. Racicot, François-Éric & Théoret, Raymond, 2016. "Macroeconomic shocks, forward-looking dynamics, and the behavior of hedge funds," Journal of Banking & Finance, Elsevier, vol. 62(C), pages 41-61.
    6. Aykut Ekinci, 2016. "Rethinking Credit Risk under the Malinvestment Concept: The Case of Germany, Spain and Italy," European Financial and Accounting Journal, Prague University of Economics and Business, vol. 2016(1), pages 39-63.
    7. Stefano Puddu, 2013. "Real Sector and Banking System: Real and Feedback Effects. A Non-Linear VAR Approach," IRENE Working Papers 13-01, IRENE Institute of Economic Research.
    8. Wu, Ji & Yao, Yao & Chen, Minghua & Jeon, Bang Nam, 2020. "Economic uncertainty and bank risk: Evidence from emerging economies," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 68(C).
    9. Ahmadi, Maryam & Manera, Matteo & Sadeghzadeh, Mehdi, 2019. "The investment-uncertainty relationship in the oil and gas industry," Resources Policy, Elsevier, vol. 63(C), pages 1-1.
    10. Calmès, Christian & Théoret, Raymond, 2014. "Bank systemic risk and macroeconomic shocks: Canadian and U.S. evidence," Journal of Banking & Finance, Elsevier, vol. 40(C), pages 388-402.
    11. Rich, R W & Raymond, J E & Butler, J S, 1992. "The Relationship between Forecast Dispersion and Forecast Uncertainty: Evidence from a Survey Data-ARCH Model," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 7(2), pages 131-148, April-Jun.
    12. Clements, Michael P., 2006. "Internal consistency of survey respondentsíforecasts: Evidence based on the Survey of Professional Forecasters," Economic Research Papers 269742, University of Warwick - Department of Economics.
    13. Mustafa Caglayan & Ozge Kandemir & Kostas Mouratidis, 2011. "Real effects of inflation uncertainty in the US," Working Papers 2011002, The University of Sheffield, Department of Economics, revised Feb 2015.
    14. Kajal Lahiri & Fushang Liu, 2006. "Modelling multi‐period inflation uncertainty using a panel of density forecasts," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(8), pages 1199-1219, December.
    15. Paul Beaudry & Mustafa Caglayan & Fabio Schiantarelli, 2001. "Monetary Instability, the Predictability of Prices, and the Allocation of Investment: An Empirical Investigation Using U.K. Panel Data," American Economic Review, American Economic Association, vol. 91(3), pages 648-662, June.
    16. Gerald Stuber, 2001. "Implications of Uncertainty about Long-Run Inflation and the Price Level," Staff Working Papers 01-16, Bank of Canada.
    17. Kajal Lahiri & Xuguang Sheng, 2010. "Measuring forecast uncertainty by disagreement: The missing link," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 25(4), pages 514-538.
    18. Bollerslev, Tim & Engle, Robert F. & Nelson, Daniel B., 1986. "Arch models," Handbook of Econometrics, in: R. F. Engle & D. McFadden (ed.), Handbook of Econometrics, edition 1, volume 4, chapter 49, pages 2959-3038, Elsevier.
    19. Kajal Lahiri & Fushang Liu, 2006. "ARCH Models for Multi-period Forecast Uncertainty: A Reality Check Using a Panel of Density Forecasts," Advances in Econometrics, in: Econometric Analysis of Financial and Economic Time Series, pages 321-363, Emerald Group Publishing Limited.
    20. Caglayan, Mustafa & Xu, Bing, 2016. "Inflation volatility effects on the allocation of bank loans," Journal of Financial Stability, Elsevier, vol. 24(C), pages 27-39.

    More about this item

    Keywords

    bank; business cycle; uncertainty; lending decisions; GARCH;
    All these keywords.

    JEL classification:

    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • 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

    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:bdi:wptemi:td_615_07. 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/bdigvit.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.