IDEAS home Printed from https://ideas.repec.org/a/sgh/erfinj/v1y2016i2p81-113.html
   My bibliography  Save this article

Market Structure, Macroeconomic Shocks, and Banking Risk in Kenya

Author

Listed:
  • Nderitu Kingori

    (University of Nairobi)

Abstract

This paper investigates the effect of changing market structure and macroeconomic shocks on the borrowing and lending risk exposure of Kenyan commercial banks using a GMM estimation approach. Borrowing risk exposure was found not to be persistent, being mainly affected by the degree of concentration and external economic shocks. Interestingly, the results also suggest that changes in the short-term interest rate do not affect the net interest margin, which may imply that bank deposit and lending rates are rigid and that the interest rate channel may be ineffective. The lending risk exposure was found to be persistent, and it was affected by the degree of concentration, internal economic shocks, and external economic shocks. The positive relationship between degree of concentration as well as borrowing and lending risk exposure supports the concentration-fragility view, as the declining franchise value did not lower incentives for making good loans during the study period where the degree of concentration was on a downward trend. Further analysis of the factors contributing to the persistence of lending risk exposure using a PVAR model found that the banks' loan growth rate and the market interest rate were key determinants. The effect of the loan growth rate was about double the effect of interest rate risk, implying that risk taking by some of the medium-sized and small banks is the key determinant of the persistence of lending risk exposure.

Suggested Citation

  • Nderitu Kingori, 2016. "Market Structure, Macroeconomic Shocks, and Banking Risk in Kenya," Econometric Research in Finance, SGH Warsaw School of Economics, Collegium of Economic Analysis, vol. 1(2), pages 81-113, December.
  • Handle: RePEc:sgh:erfinj:v:1:y:2016:i:2:p:81-113
    DOI: 10.33119/ERFIN.2016.1.2.2
    as

    Download full text from publisher

    File URL: http://erfin.org/journal/index.php/erfin/article/view/6
    File Function: Full text
    Download Restriction: no

    File URL: https://libkey.io/10.33119/ERFIN.2016.1.2.2?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
    ---><---

    References listed on IDEAS

    as
    1. Charles Goodhart & Boris Hofmann & Miguel Segoviano, 2004. "Bank Regulation and Macroeconomic Fluctuations," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 20(4), pages 591-615, Winter.
    2. Ngugi, R.W. & Kabubo, J.W., 1998. "Financial Sector Reforms and Interest Rate Liberalization: The Kenya Experience," Papers 72, African Economic Research Consortium.
    3. Pierre-Richard Agénor & Luiz A. Pereira da Silva, 2013. "Inflation Targeting and Financial Stability: A Perspective from the Developing World," Working Papers Series 324, Central Bank of Brazil, Research Department.
    4. Acemoglu, Daron & Johnson, Simon & Robinson, James & Thaicharoen, Yunyong, 2003. "Institutional causes, macroeconomic symptoms: volatility, crises and growth," Journal of Monetary Economics, Elsevier, vol. 50(1), pages 49-123, January.
    5. Canova, Fabio & Ciccarelli, Matteo, 2013. "Panel Vector Autoregressive Models: A Survey," CEPR Discussion Papers 9380, C.E.P.R. Discussion Papers.
    6. Luc Laeven, 2011. "Banking Crises: A Review," Annual Review of Financial Economics, Annual Reviews, vol. 3(1), pages 17-40, December.
    7. Mohammed Abdellaoui & Han Bleichrodt & Hilda Kammoun, 2013. "Do financial professionals behave according to prospect theory? An experimental study," Theory and Decision, Springer, vol. 74(3), pages 411-429, March.
    8. Raghuram G. Rajan, 1994. "Why Bank Credit Policies Fluctuate: A Theory and Some Evidence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(2), pages 399-441.
    9. Dobromił Serwa, 2013. "Measuring Non-Performing Loans During (and After) Credit Booms," Central European Journal of Economic Modelling and Econometrics, Central European Journal of Economic Modelling and Econometrics, vol. 5(3), pages 163-183, September.
    10. A. A. Kilishi & H. I. Mobolaji & M. A. Yaru & A. T. Yakubu, 2013. "Institutions and Economic Performance in Sub-Saharan Africa: A Dynamic Panel Data Analysis," Journal of African Development, African Finance and Economic Association (AFEA), vol. 15(2), pages 91-120.
    11. Allen, Franklin & Gale, Douglas, 2004. "Competition and Financial Stability," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 36(3), pages 453-480, June.
    12. Beck, Roland & Jakubik, Petr & Piloiu, Anamaria, 2013. "Non-performing loans: what matters in addition to the economic cycle?," Working Paper Series 1515, European Central Bank.
    13. Franziska Bremus & Claudia M. Buch, 2015. "Banking Market Structure and Macroeconomic Stability: Are Low-Income Countries Special?," Pacific Economic Review, Wiley Blackwell, vol. 20(1), pages 73-100, February.
    14. Ramayandi, Arief & Rawat, Umang & Tang, Hsiao Chink, 2014. "Can Low Interest Rates be Harmful: An Assessment of the Bank Risk-Taking Channel in Asia," Working Papers on Regional Economic Integration 123, Asian Development Bank.
    15. Love, Inessa & Turk Ariss, Rima, 2014. "Macro-financial linkages in Egypt: A panel analysis of economic shocks and loan portfolio quality," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 28(C), pages 158-181.
    16. Lance Taylor, 1998. "Lax Public Sector, Destabilizing Private Sector: Origins of Capital Market Crises," SCEPA working paper series. 1998-11, Schwartz Center for Economic Policy Analysis (SCEPA), The New School, revised Oct 1998.
    17. Roseline N. Misati & Esman M. Nyamongo & Anne W. Kamau, 2011. "Interest rate pass‐through in Kenya," International Journal of Development Issues, Emerald Group Publishing Limited, vol. 10(2), pages 170-182, July.
    18. C. E. Weller, 2001. "Financial Crises After Financial Liberalisation: Exceptional Circumstances or Structural Weakness?," Journal of Development Studies, Taylor & Francis Journals, vol. 38(1), pages 98-127.
    19. Martin BROWNBRIDGE, 1998. "The Causes Of Financial Distress In Local Banks In Africa And Implications For Prudential Policy," UNCTAD Discussion Papers 132, United Nations Conference on Trade and Development.
    20. Roseline Nyakerario Misati & Esman Morekwa Nyamongo & Isaac Mwangi, 2013. "Commodity price shocks and inflation in a net oil-importing economy," OPEC Energy Review, Organization of the Petroleum Exporting Countries, vol. 37(2), pages 125-148, June.
    21. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    22. Tomoe Moore & Eric J. Pentecost, 2006. "The Sources of Real Exchange Rate Fluctuations in India," Indian Economic Review, Department of Economics, Delhi School of Economics, vol. 41(1), pages 9-23, July.
    23. Heij, Christiaan & de Boer, Paul & Franses, Philip Hans & Kloek, Teun & van Dijk, Herman K., 2004. "Econometric Methods with Applications in Business and Economics," OUP Catalogue, Oxford University Press, number 9780199268016.
    24. John H. Boyd & Gianni De Nicoló, 2005. "The Theory of Bank Risk Taking and Competition Revisited," Journal of Finance, American Finance Association, vol. 60(3), pages 1329-1343, June.
    25. Martin Hellwig, 1998. "Financial Institutions in Transition: Banks, Markets, and the Allocation of Risks in an Economy," Journal of Institutional and Theoretical Economics (JITE), Mohr Siebeck, Tübingen, vol. 154(1), pages 328-328, March.
    26. Franklin Allen & Ana Babus & Elena Carletti, 2009. "Financial Crises: Theory and Evidence," Annual Review of Financial Economics, Annual Reviews, vol. 1(1), pages 97-116, November.
    27. Ali Osman GURBUZ & Serhat YANIK & Yusuf AYTURK, 2013. "Income Diversification and Bank Performance: Evidence From Turkish Banking Sector," Journal of BRSA Banking and Financial Markets, Banking Regulation and Supervision Agency, vol. 7(1), pages 9-29.
    28. Martin Hellwig, 1995. "Systemic Aspects of Risk Management in Banking and Finance," Swiss Journal of Economics and Statistics (SJES), Swiss Society of Economics and Statistics (SSES), vol. 131(IV), pages 723-737, December.
    29. Stiglitz, Joseph E & Weiss, Andrew, 1981. "Credit Rationing in Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 71(3), pages 393-410, June.
    30. repec:aer:wpaper:72 is not listed on IDEAS
    31. Köhler, Matthias, 2014. "Does non-interest income make banks more risky? Retail- versus investment-oriented banks," Review of Financial Economics, Elsevier, vol. 23(4), pages 182-193.
    32. Janvier D. Nkurunziza, 2005. "Credit Can Precipitate Firm Failure: Evidence from Kenyan Manufacturing in the 1990s," Economics Series Working Papers WPS/2005-04, University of Oxford, Department of Economics.
    33. Manuel R. Agosin & Franklin Huaita, 2011. "Capital flows to emerging economies: Minsky in the tropics," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 35(4), pages 663-683.
    34. Janvier D. Nkurunziza, 2005. "Credit Can Precipitate Firm Failure: Evidence from Kenyan Manufacturing in the 1990s," CSAE Working Paper Series 2005-04, Centre for the Study of African Economies, University of Oxford.
    35. Olga Bohachova, 2008. "The Impact of Macroeconomic Factors on Risks in the Banking Sector: A Cross-Country Empirical Assessment," IAW Discussion Papers 44, Institut für Angewandte Wirtschaftsforschung (IAW).
    36. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    37. Songporn Hansanti & Sardar M. N. Islam & Peter Sheehan, 2008. "International Finance in Emerging Markets," Contributions to Economics, Springer, number 978-3-7908-2044-7, May.
    38. Ricardo Hausmann & Michael Gavin, 1996. "Securing Stability and Growth in a Shock Prone Region: The Policy Challenge for Latin America," Research Department Publications 4020, Inter-American Development Bank, Research Department.
    39. Kevin C. Murdock & Thomas F. Hellmann & Joseph E. Stiglitz, 2000. "Liberalization, Moral Hazard in Banking, and Prudential Regulation: Are Capital Requirements Enough?," American Economic Review, American Economic Association, vol. 90(1), pages 147-165, March.
    40. 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)

    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. Wu, Ji & Guo, Mengmeng & Chen, Minghua & Jeon, Bang Nam, 2019. "Market power and risk-taking of banks: Some semiparametric evidence from emerging economies," Emerging Markets Review, Elsevier, vol. 41(C).
    2. AMENDOLA, Adalgiso & BARRA, Cristian & BOCCIA, Marinella & PAPACCIO, Anna, 2018. "Market Structure and Financial Stability: Theory and Evidence," CELPE Discussion Papers 156, CELPE - CEnter for Labor and Political Economics, University of Salerno, Italy.
    3. Brei, Michael & Jacolin, Luc & Noah, Alphonse, 2020. "Credit risk and bank competition in Sub-Saharan Africa," Emerging Markets Review, Elsevier, vol. 44(C).
    4. Matabaro Borauzima, Luc & Muller, Aline, 2023. "Bank risk-taking and competition in developing banking markets: Does efficiency level matter? Evidence from Africa," Emerging Markets Review, Elsevier, vol. 55(C).
    5. Atilla Çifter, 2015. "Bank concentration and non-performing loans in Central and Eastern European countries," Journal of Business Economics and Management, Taylor & Francis Journals, vol. 16(1), pages 117-137, February.
    6. El Moussawi, Chawki & Mansour, Rana, 2022. "Competition, cost efficiency and stability of banks in the MENA region," The Quarterly Review of Economics and Finance, Elsevier, vol. 84(C), pages 143-170.
    7. John H. Boyd & Mr. Gianni De Nicolo & Abu M. Jalal, 2009. "Bank Competition, Risk, and Asset Allocations," IMF Working Papers 2009/143, International Monetary Fund.
    8. Feld, Lars P. & Schmidt, Christoph M. & Schnabel, Isabel & Truger, Achim & Wieland, Volker, 2019. "Den Strukturwandel meistern. Jahresgutachten 2019/20 [Dealing with Structural Change. Annual Report 2019/20]," Annual Economic Reports / Jahresgutachten, German Council of Economic Experts / Sachverständigenrat zur Begutachtung der gesamtwirtschaftlichen Entwicklung, volume 127, number 201920, February.
    9. Saif-Alyousfi, Abdulazeez Y.H. & Saha, Asish & Md-Rus, Rohani, 2020. "The impact of bank competition and concentration on bank risk-taking behavior and stability: Evidence from GCC countries," The North American Journal of Economics and Finance, Elsevier, vol. 51(C).
    10. González, Luis Otero & Razia, Alaa & Búa, Milagros Vivel & Sestayo, Rubén Lado, 2017. "Competition, concentration and risk taking in Banking sector of MENA countries," Research in International Business and Finance, Elsevier, vol. 42(C), pages 591-604.
    11. Hakenes, Hendrik & Schnabel, Isabel, 2011. "Bank size and risk-taking under Basel II," Journal of Banking & Finance, Elsevier, vol. 35(6), pages 1436-1449, June.
    12. Gazi I. Kara, 2016. "Bank Capital Regulations Around the World : What Explains the Differences?," Finance and Economics Discussion Series 2016-057, Board of Governors of the Federal Reserve System (U.S.).
    13. Agoraki, Maria-Eleni K. & Delis, Manthos D. & Pasiouras, Fotios, 2011. "Regulations, competition and bank risk-taking in transition countries," Journal of Financial Stability, Elsevier, vol. 7(1), pages 38-48, January.
    14. Faia, Ester & Laffitte, Sébastien & Mayer, Maximilian & Ottaviano, Gianmarco, 2021. "Global banking: Endogenous competition and risk taking," European Economic Review, Elsevier, vol. 133(C).
    15. Craig, Ben R. & Dinger, Valeriya, 2013. "Deposit market competition, wholesale funding, and bank risk," Journal of Banking & Finance, Elsevier, vol. 37(9), pages 3605-3622.
    16. Yener Altunbas & Michiel van Leuvensteijn & David Marques-Ibanez, 2013. "Competition And Bank Risk: The Role Of Securitization And Bank Capital," Working Papers 13005, Bangor Business School, Prifysgol Bangor University (Cymru / Wales).
    17. Dasol Kim & Luke Olson & Toan Phan, 2024. "Bank Competition and Strategic Adaptation to Climate Change," Working Paper 24-06, Federal Reserve Bank of Richmond.
    18. Olszak, Małgorzata & Pipień, Mateusz & Kowalska, Iwona & Roszkowska, Sylwia, 2014. "What drives heterogeneity of loan loss provisions’ procyclicality in the EU?," MPRA Paper 56834, University Library of Munich, Germany.
    19. Ferdaous Bahri & Taher Hamza, 2020. "The Impact of Market Power on Bank Risk-Taking: an Empirical Investigation," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 11(3), pages 1198-1233, September.
    20. Chortareas, Georgios E. & Garza-García, Jesús G. & Girardone, Claudia, 2012. "Competition, efficiency and interest rate margins in Latin American banking," International Review of Financial Analysis, Elsevier, vol. 24(C), pages 93-103.

    More about this item

    Keywords

    market structure; macroeconomic shocks; macro-financial linkages; banking risk; dynamic panel data; Kenyan banks;
    All these keywords.

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • E02 - Macroeconomics and Monetary Economics - - General - - - Institutions and the Macroeconomy
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G31 - Financial Economics - - Corporate Finance and Governance - - - Capital Budgeting; Fixed Investment and Inventory Studies

    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:sgh:erfinj:v:1:y:2016:i:2:p:81-113. 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: Dobromił Serwa (email available below). General contact details of provider: https://edirc.repec.org/data/sgwawpl.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.