Skip to main content

Incorporating Risk in the Efficiency and Productivity Analysis of Banking Systems

  • Chapter
New Issues in Financial Institutions Management

Abstract

Among the many impacts of the credit crunch will be the necessity for economists to find a reformulation of models for performance measurement in banks. One of the most important issues to address is how to include risk in the measurement of the performance of banking systems. In this contribution, we review three different approaches to the incorporation of risk in measuring the efficiency and productivity performance of banking systems: the use of equity capital as an explanatory variable, the role of scale efficiency change as an indicator of risky behaviour and, finally, the use of second moment statistics to measure risk. The first two approaches can be regarded as indirect measures of risk in contrast to the third, which is a direct measure of it. We illustrate this with empirical work from Boucinha et al. (2009); Kenjegalieva and Weyman-Jones (2009) and Shen et al. (2009). We argue that while the direct approach is theoretically superior it faces very challenging and possibly insurmountable empirical problems.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 54.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  • Bank of Russia (2008) Central Bank of the Russian Federation Supervision Report 2007, Novosti Press, Moscow.

    Google Scholar 

  • Basso, A., and Funari, S., (2001) “A data envelopment analysis approach to measure the mutual fund performance” European Journal of Operational Research, 135, 477–92.

    Article  Google Scholar 

  • Bauer, Paul W. (1990) “Decomposing TFP Growth in the Presence of Cost Inefficiency, Nonconstant Returns to Scale, and Technological Progress” Journal of Productivity Analysis 1, 287–99.

    Article  Google Scholar 

  • Bikker, Jacob A., and Bos, Jaap W.B. (2008) Bank Performance, Routledge, London.

    Google Scholar 

  • Boucinha, Miguel, Ribeiro, Nuno, and Weyman-Jones, Thomas (2009) “An assessment of Portuguese banks’ costs and efficiency” Banco de Portugal Working Paper 22.

    Google Scholar 

  • Fiordelisi, Franco (2007) “Shareholder value efficiency in European banking” Journal of Banking and Finance 31, 2151–71.

    Article  Google Scholar 

  • Hughes, Joseph P., Mester, Loretta J., and Moon, Choon-Geol (2001) “Are Scale Economies in Banking Elusive or Illusive: evidence obtained by incorporating capital structure and risk taking into models of bank production” Journal of Banking and Finance, 25, 2169–2208.

    Article  Google Scholar 

  • Hughes, Joseph P., and Mester, Loretta J. (2008) “Efficiency in Banking: theory, practice and evidence” Federal Reserve Bank of Philadelphia Research Working Paper 08/1, Philadelphia, PA: Federal Reserve Bank of Philadelphia, and in The Oxford Handbook of Banking, Edited by Berger, Allen N., Molyneux, Phillip, and Wilson, John (2009) Oxford University Press, Oxford.

    Google Scholar 

  • Kenjegalieva, Karligash, and Weyman-Jones, Thomas (2009) “Efficiency and productivity of Russian banks: distinguishing heterogeneity and performance” in Balling, Morten, Gnan, Ernest, Lierman, Frank, and Schoder, Jean-Pierre (eds) Productivity in the Financial Services Sector, SUERF Studies 2009/4, European Money and Finance Forum, Vienna.

    Google Scholar 

  • Kimball, Ralph C., (1998) “Economic Profit and Performance Measurement in Banking” New England Economic Review, July–August, 35–53.

    Google Scholar 

  • Mester, L., (1996) “Measuring Efficiency at US Banks: accounting for heterogeneity is important”, Federal Reserve Bank of Philadelphia Research Working Paper 96/11, Federal Reserve Bank of Philadelphia, Philadelphia, PA.

    Google Scholar 

  • Orea, Luis (2002) “A Generalised Parametric Malmquist Productivity Index” Journal of Productivity Analysis, 18, 5–22.

    Article  Google Scholar 

  • Shen, Zhi, Liao, Hailin, and Weyman-Jones, Thomas (2009) “Cost Efficiency Analysis in Banking Industries of Ten Asian Countries and Regions” Journal of Chinese Economic and Business Studies 7 (2), 199–218.

    Article  Google Scholar 

  • Pagan, A.R. (1984) “Econometric Issues in the Analysis of Regressions with Generated Regressors” International Economic Review 25, 221–47.

    Article  Google Scholar 

  • Tobin, James (1963) “Commercial Banks as Creators of Money” in Carson, D. (ed.) Banking and Monetary Studies, Richard D. Irwin, Homewood, Illinois.

    Google Scholar 

  • Wooldridge, Jeffrey M. (2002) Econometric Analysis of Cross Section and Panel Data, The MIT Press, Cambridge, MA.

    Google Scholar 

Download references

Authors

Editor information

Editors and Affiliations

Copyright information

© 2010 Thomas Weyman-Jones, Miguel Boucinha, Karligash Kenjegalieva, Geetha Ravishankar, Nuno Ribeiro and Zhi Shen

About this chapter

Cite this chapter

Weyman-Jones, T., Boucinha, M., Kenjegalieva, K., Ravishankar, G., Ribeiro, N., Shen, Z. (2010). Incorporating Risk in the Efficiency and Productivity Analysis of Banking Systems. In: Fiordelisi, F., Molyneux, P., Previati, D. (eds) New Issues in Financial Institutions Management. Palgrave Macmillan Studies in Banking and Financial Institutions. Palgrave Macmillan, London. https://doi.org/10.1057/9780230299153_6

Download citation

Publish with us

Policies and ethics