IDEAS home Printed from https://ideas.repec.org/a/bla/ecnote/v48y2019i1n12121.html
   My bibliography  Save this article

Innovation and Cost Efficiency in the Banking Industry: The Role of Electronic Payments

Author

Listed:
  • Guerino Ardizzi
  • Federico Crudu
  • Carmelo Petraglia

Abstract

This paper presents new evidence on the assessment of banks’ cost efficiency gains stemming from ICT adoption. With respect to the existing literature we introduce two novelties. First, banking operating costs are explained in terms of a commonly used measure of IT innovation (the relative diffusion of ATMs) and a new variable defined as automated payment transactions. Second, the results obtained via standard parametric estimation methods are compared with those obtained via nonparametric estimation techniques. Using an original dataset of Italian banks observed in the period 2006–2010, we do not find clear cost efficiency enhancing effects due to ATMs diffusion. On the other hand, the diffusion of electronic payments shows a significant effect in terms of cost inefficiency reduction.

Suggested Citation

  • Guerino Ardizzi & Federico Crudu & Carmelo Petraglia, 2019. "Innovation and Cost Efficiency in the Banking Industry: The Role of Electronic Payments," Economic Notes, Banca Monte dei Paschi di Siena SpA, vol. 48(1), February.
    • Handle: RePEc:bla:ecnote:v:48:y:2019:i:1:n:12121
    DOI: 10.1111/ecno.12121
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/ecno.12121
    Download Restriction: no
    File URL: https://libkey.io/10.1111/ecno.12121?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. Robert A. Eisenbeis & Simon H. Kwan, 1996. "An analysis of inefficiencies in banking: a stochastic cost frontier approach," Economic Review, Federal Reserve Bank of San Francisco, pages 16-26.
    2. Kwabena Gyimah-Brempong & Jeffrey Racine, 2010. "Aid and investment in LDCs: A robust approach," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 19(2), pages 319-349.
    3. Peter Hall & Qi Li & Jeffrey S. Racine, 2007. "Nonparametric Estimation of Regression Functions in the Presence of Irrelevant Regressors," The Review of Economics and Statistics, MIT Press, vol. 89(4), pages 784-789, November.
    4. Berger, Allen N. & Humphrey, David B., 1997. "Efficiency of financial institutions: International survey and directions for future research," European Journal of Operational Research, Elsevier, vol. 98(2), pages 175-212, April.
    5. Croissant, Yves & Millo, Giovanni, 2008. "Panel Data Econometrics in R: The plm Package," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 27(i02).
    6. Kwabena Gyimah-Brempong & Jeffrey S. Racine, 2014. "Aid and Economic Growth: A Robust Approach," Journal of African Development, African Finance and Economic Association (AFEA), vol. 16(1), pages 1-35.
    7. Racine, Jeffrey S., 2008. "Nonparametric Econometrics: A Primer," Foundations and Trends(R) in Econometrics, now publishers, vol. 3(1), pages 1-88, March.
    8. Berger, Allen N, 2003. "The Economic Effects of Technological Progress: Evidence from the Banking Industry," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 35(2), pages 141-176, April.
    9. Bolt Wilko & Humphrey David, 2007. "Payment Network Scale Economies, SEPA, and Cash Replacement," Review of Network Economics, De Gruyter, vol. 6(4), pages 1-21, December.
    10. Hayfield, Tristen & Racine, Jeffrey S., 2008. "Nonparametric Econometrics: The np Package," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 27(i05).
    11. 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.
    12. Humphrey, David & Willesson, Magnus & Bergendahl, Goran & Lindblom, Ted, 2006. "Benefits from a changing payment technology in European banking," Journal of Banking & Finance, Elsevier, vol. 30(6), pages 1631-1652, June.
    13. Jacob A. Bikker, 2004. "Competition and Efficiency in a Unified European Banking Market," Books, Edward Elgar Publishing, number 2830.
    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. Guerino Ardizzi & Elisa Bonifacio & Cristina Demma & Laura Painelli, 2020. "Regional Differences in Retail Payment Habits in Italy," Questioni di Economia e Finanza (Occasional Papers) 576, Bank of Italy, Economic Research and International Relations Area.

    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. G. Ardizzi & F. Crudu & C. Petraglia, 2015. "The Impact of Electronic Payments on Bank Cost Efficiency: Nonparametric Evidence," Working Paper CRENoS 201517, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
    2. Tomasz Czekaj & Arne Henningsen, 2013. "Panel Data Specifications in Nonparametric Kernel Regression: An Application to Production Functions," IFRO Working Paper 2013/5, University of Copenhagen, Department of Food and Resource Economics.
    3. George Halkos & Roman Matousek & Nickolaos Tzeremes, 2016. "Pre-evaluating technical efficiency gains from possible mergers and acquisitions: evidence from Japanese regional banks," Review of Quantitative Finance and Accounting, Springer, vol. 46(1), pages 47-77, January.
    4. Changwoo Nam & Jiyoon Oh, . "Changes in Competition of Small vs. Large Firms from International Trade," Chapters, in: Chin Hee Hahn & Dionisius A. Narjoko (ed.), Globalization and Performance of Small and Large Firms, chapter 5, pages V-1 - V-4, Economic Research Institute for ASEAN and East Asia (ERIA).
    5. repec:zbw:bofrdp:2010_003 is not listed on IDEAS
    6. Michael S. Delgado & Daniel J. Henderson & Christopher F. Parmeter, 2014. "Does Education Matter for Economic Growth?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 76(3), pages 334-359, June.
    7. Man, Georg, 2014. "Political competition and economic growth: A nonlinear relationship?," European Journal of Political Economy, Elsevier, vol. 36(C), pages 287-302.
    8. Iftekhar Hasan & Heiko Schmiedel & Liang Song, 2012. "Returns to Retail Banking and Payments," Journal of Financial Services Research, Springer;Western Finance Association, vol. 41(3), pages 163-195, June.
    9. Prosper F. Bangwayo-Skeete & Ryan W. Skeete, 2007. "Regional Integration and Elasticities of Export Demand in Barbados," Money Affairs, CEMLA, vol. 0(1), pages 23-41, January-J.
    10. Alicia García-Herrero & Josep Vilarrubia Author-Workplace-Name: Banco Central de la República Argentina, 2007. "The Laffer Curve of Macroeconomic Volatility and Growth: Can it be Explained by the Different Nature of Crises?," Money Affairs, CEMLA, vol. 0(1), pages 43-60, January-J.
    11. repec:zbw:bofrdp:2012_019 is not listed on IDEAS
    12. Hasan, Iftekhar & Schmiedel, Heiko & Song, Liang, 2010. "Return from retail banking and payments," Bank of Finland Research Discussion Papers 3/2010, Bank of Finland.
    13. Tzeremes, Nickolaos G., 2015. "Efficiency dynamics in Indian banking: A conditional directional distance approach," European Journal of Operational Research, Elsevier, vol. 240(3), pages 807-818.
    14. Ekpeno L. Effiong & Emmanuel E. Asuquo, 2017. "Migrants' Remittances, Governance and Heterogeneity," International Economic Journal, Taylor & Francis Journals, vol. 31(4), pages 535-554, October.
    15. Tomasz Gerard Czekaj & Arne Henningsen, 2013. "Panel Data Nonparametric Estimation of Production Risk and Risk Preferences: An Application to Polish Dairy Farms," IFRO Working Paper 2013/6, University of Copenhagen, Department of Food and Resource Economics.
    16. Tomasz Gerard Czekaj & Arne Henningsen, 2012. "Comparing Parametric and Nonparametric Regression Methods for Panel Data: the Optimal Size of Polish Crop Farms," IFRO Working Paper 2012/12, University of Copenhagen, Department of Food and Resource Economics.
    17. Hasan, Iftekhar & De Renzis, Tania & Schmiedel, Heiko, 2012. "Retail payments and economic growth," Bank of Finland Research Discussion Papers 19/2012, Bank of Finland.
    18. Jason Allen & Walter Engert & Ying Liu, 2007. "A Comparison of Canadian and US Universal Banks: Efficiency, Productivity, and the Role of Technology," Money Affairs, CEMLA, vol. 0(1), pages 61-96, January-J.
    19. Hasan, Iftekhar & De Renzis, Tania & Schmiedel, Heiko, 2012. "Retail payments and economic growth," Research Discussion Papers 19/2012, Bank of Finland.
    20. Jason Allen & Walter Engert & Ying Liu, 2006. "Are Canadian Banks Efficient? A Canada--U.S. Comparison," Staff Working Papers 06-33, Bank of Canada.
    21. Prudence Serju, 2007. "Estimating Potential Output for Jamaica: a Structural VAR Approach," Money Affairs, CEMLA, vol. 0(1), pages 1-22, January-J.

    More about this item

    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:bla:ecnote:v:48:y:2019:i:1:n:12121. 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: Wiley Content Delivery (email available below). General contact details of provider: http://www.blackwellpublishing.com/journal.asp?ref=0391-5026 .

    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.