IDEAS home Printed from https://ideas.repec.org/p/vuw/vuwcsr/19256.html
   My bibliography  Save this paper

Translog Cost Function Estimation: Banking Efficiency

Author

Listed:
  • Daglish, Toby
  • Robertson, Oliver
  • Tripe, David
  • Weill, Laurent

Abstract

This paper examines the selection of data source and econometric technique for studies of banking efficiency using translog cost functions. We examine the use of Seemingly Unrelated Regression estimation for a cost function, as against estimation using Ordinary Least Squares. Choice of cost data to feed to the estimation is also important, and we find that use of wage and interest data may sometimes be superior to cost data inferred from bank accounting information. Lastly, we discuss filtering of data, where some observations may contain erroneous or noisy data.

Suggested Citation

  • Daglish, Toby & Robertson, Oliver & Tripe, David & Weill, Laurent, 2015. "Translog Cost Function Estimation: Banking Efficiency," Working Paper Series 19256, Victoria University of Wellington, The New Zealand Institute for the Study of Competition and Regulation.
  • Handle: RePEc:vuw:vuwcsr:19256
    as

    Download full text from publisher

    File URL: https://ir.wgtn.ac.nz/handle/123456789/19256
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Saving, Thomas R, 1970. "Concentration Ratios and the Degree of Monopoly," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 11(1), pages 139-146, February.
    2. Weill, Laurent, 2013. "Bank competition in the EU: How has it evolved?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 26(C), pages 100-112.
    3. Carbó, Santiago & Humphrey, David & Maudos, Joaquín & Molyneux, Philip, 2009. "Cross-country comparisons of competition and pricing power in European banking," Journal of International Money and Finance, Elsevier, vol. 28(1), pages 115-134, February.
    4. Fried, Harold O. & Lovell, C. A. Knox & Schmidt, Shelton S. (ed.), 2008. "The Measurement of Productive Efficiency and Productivity Growth," OUP Catalogue, Oxford University Press, number 9780195183528, Decembrie.
    5. Michael Koetter, 2006. "Measurement Matters—Alternative Input Price Proxies for Bank Efficiency Analyses," Journal of Financial Services Research, Springer;Western Finance Association, vol. 30(2), pages 199-227, October.
    6. Henningsen, Arne & Kumbhakar, Subal C. & Lien, Gudbrand D., 2009. "Econometric Analysis of the Effects of Subsidies on Farm Production in Case of Endogenous Input Quantities," 2009 Annual Meeting, July 26-28, 2009, Milwaukee, Wisconsin 49728, Agricultural and Applied Economics Association.
    7. Juan Fernández De Guevara & Joaquín Maudos, 2007. "Explanatory Factors Of Market Power In The Banking System," Manchester School, University of Manchester, vol. 75(3), pages 275-296, June.
    8. Lang, Gunter & Welzel, Peter, 1996. "Efficiency and technical progress in banking Empirical results for a panel of German cooperative banks," Journal of Banking & Finance, Elsevier, vol. 20(6), pages 1003-1023, July.
    9. Gilligan, Thomas & Smirlock, Michael & Marshall, William, 1984. "Scale and scope economies in the multi-product banking firm," Journal of Monetary Economics, Elsevier, vol. 13(3), pages 393-405, May.
    10. Berndt, Ernst R & Wood, David O, 1975. "Technology, Prices, and the Derived Demand for Energy," The Review of Economics and Statistics, MIT Press, vol. 57(3), pages 259-268, August.
    11. Sherman, H. David & Gold, Franklin, 1985. "Bank branch operating efficiency : Evaluation with Data Envelopment Analysis," Journal of Banking & Finance, Elsevier, vol. 9(2), pages 297-315, June.
    12. Henningsen, Arne & Hamann, Jeff D., 2007. "systemfit: A Package for Estimating Systems of Simultaneous Equations in R," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 23(i04).
    13. Timothy J. Coelli & D.S. Prasada Rao & Christopher J. O’Donnell & George E. Battese, 2005. "An Introduction to Efficiency and Productivity Analysis," Springer Books, Springer, edition 0, number 978-0-387-25895-9, June.
    14. Martin, Juan Carlos & Voltes-Dorta, Augusto, 2007. "Marginal Cost Estimations In Airports. Multiproductive Cost Functions And Stochastic Frontiers: An International Airports Case Study," 48th Annual Transportation Research Forum, Boston, Massachusetts, March 15-17, 2007 207931, Transportation Research Forum.
    15. Mountain, Dean C. & Thomas, Hugh, 1999. "Factor price misspecification in bank cost function estimation," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 9(2), pages 163-182, April.
    16. Clark, Jeffrey A & Siems, Thomas F, 2002. "X-Efficiency in Banking: Looking beyond the Balance Sheet," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 34(4), pages 987-1013, November.
    17. Fries, Steven & Taci, Anita, 2005. "Cost efficiency of banks in transition: Evidence from 289 banks in 15 post-communist countries," Journal of Banking & Finance, Elsevier, vol. 29(1), pages 55-81, January.
    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. Mpho Rapapali & Witness Simbanegavi, 2020. "Competition in South African Banking An assessment using the Boone Indicator and PanzarRosse approaches," Working Papers 9819, South African Reserve Bank.

    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. repec:vuw:vuwscr:19256 is not listed on IDEAS
    2. Daglish, Toby & Robertson, Oliver & Tripe, David & Weill, Laurent, 2015. "Translog Cost Function Estimation: Banking Efficiency," Working Paper Series 4180, Victoria University of Wellington, The New Zealand Institute for the Study of Competition and Regulation.
    3. Horst Gischer & Toni Richter, 2014. "Produktivitätsmessung von Banken: die Cost Income Ratio – ein belastbares Performancemaß?," FEMM Working Papers 140008, Otto-von-Guericke University Magdeburg, Faculty of Economics and Management.
    4. Mai, Nhat Chi, 2015. "Efficiency of the banking system in Vietnam under financial liberalization," OSF Preprints qsf6d, Center for Open Science.
    5. repec:zbw:bofrdp:2007_011 is not listed on IDEAS
    6. Md. Asif Nawaz, 2021. "Impact of Specialization, Ownership Structure, and Size on Cost and Profit Efficiency of US Commercial and Savings Banks," Journal of Applied Finance & Banking, SCIENPRESS Ltd, vol. 11(3), pages 1-4.
    7. Kauko, Karlo, 2009. "Managers and efficiency in banking," Journal of Banking & Finance, Elsevier, vol. 33(3), pages 546-556, March.
    8. Koetter, Michael, 2006. "The stability of efficiency rankings when risk-preferences and objectives are different," Discussion Paper Series 2: Banking and Financial Studies 2006,08, Deutsche Bundesbank.
    9. Vaneet Bhatia & Sankarshan Basu & Subrata Kumar Mitra & Pradyumna Dash, 2018. "A review of bank efficiency and productivity," OPSEARCH, Springer;Operational Research Society of India, vol. 55(3), pages 557-600, November.
    10. Iryna Okolelova & Jacob A. Bikker, 2022. "The single supervisory mechanism: Competitive implications for the banking sectors in the euro area," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(2), pages 1818-1835, April.
    11. Jiang, Chunxia & Yao, Shujie & Feng, Genfu, 2013. "Bank ownership, privatization, and performance: Evidence from a transition country," Journal of Banking & Finance, Elsevier, vol. 37(9), pages 3364-3372.
    12. Ion Lapteacru, 2016. "Convergence of bank competition in Central and Eastern European countries: Does ownership matter?," Working Papers hal-01301853, HAL.
    13. Chaffai, Mohamed & Coccorese, Paolo, 2023. "Banking market power and its determinants: New insights from MENA countries," Emerging Markets Review, Elsevier, vol. 55(C).
    14. Tsionas, Efthymios G. & Assaf, A. George & Matousek, Roman, 2015. "Dynamic technical and allocative efficiencies in European banking," Journal of Banking & Finance, Elsevier, vol. 52(C), pages 130-139.
    15. Ramiz ur Rehman & Junrui Zhang & Muhammad Akram Naseem & Muhammad Ishfaq Ahmed & Rizwan Ali, 2021. "Board independence and Chinese banking efficiency: a moderating role of ownership restructuring," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 11(3), pages 517-536, September.
    16. Shaffer, Sherrill & Spierdijk, Laura, 2020. "Measuring multi-product banks’ market power using the Lerner index," Journal of Banking & Finance, Elsevier, vol. 117(C).
    17. Andrieş, Alin Marius & Căpraru, Bogdan, 2014. "The nexus between competition and efficiency: The European banking industries experience," International Business Review, Elsevier, vol. 23(3), pages 566-579.
    18. Coccorese, Paolo & Pellecchia, Alfonso, 2013. "Multimarket contact, competition and pricing in banking," Journal of International Money and Finance, Elsevier, vol. 37(C), pages 187-214.
    19. Yong Tan & Christos Floros, 2013. "Market power, stability and performance in the Chinese banking industry," Economic Issues Journal Articles, Economic Issues, vol. 18(2), pages 65-90, September.
    20. Efthyvoulou, Georgios & Yildirim, Canan, 2014. "Market power in CEE banking sectors and the impact of the global financial crisis," Journal of Banking & Finance, Elsevier, vol. 40(C), pages 11-27.
    21. Brämer, Patrick & Gischer, Horst & Richter, Toni & Weiß, Mirko, 2013. "Competition in banks’ lending business and its interference with ECB monetary policy," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 25(C), pages 144-162.
    22. Ana Lozano-Vivas & Fotios Pasiouras, 2014. "Bank Productivity Change and Off-Balance-Sheet Activities Across Different Levels of Economic Development," Journal of Financial Services Research, Springer;Western Finance Association, vol. 46(3), pages 271-294, December.

    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:vuw:vuwcsr:19256. 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: Library Technology Services (email available below). General contact details of provider: https://edirc.repec.org/data/fcvuwnz.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.