[go: up one dir, main page]

IDEAS home Printed from https://ideas.repec.org/a/bla/ecnote/v36y2007i1p43-76.html
   My bibliography  Save this article

Information Technology and Productivity Changes in the Banking Industry

Author

Listed:
  • Luca Casolaro
  • Giorgio Gobbi
Abstract
This paper analyses the effects of investment in information technologies (IT) in the financial sector using micro‐data from a panel of 600 Italian banks over the period 1989–2000. Stochastic cost and profit functions are estimated allowing for individual banks’ displacements from the best practice frontier and for non‐neutral technological change. The results show that both cost and profit frontier shifts are strongly correlated with IT capital accumulation. Banks adopting IT capital‐intensive techniques are also more efficient. On the whole, over the past decade IT capital‐deepening contribution to total factor productivity growth of the Italian banking industry can be estimated in a range between 1.3 and 1.8 per cent per year.

Suggested Citation

  • Luca Casolaro & Giorgio Gobbi, 2007. "Information Technology and Productivity Changes in the Banking Industry," Economic Notes, Banca Monte dei Paschi di Siena SpA, vol. 36(1), pages 43-76, February.
  • Handle: RePEc:bla:ecnote:v:36:y:2007:i:1:p:43-76
    DOI: 10.1111/j.1468-0300.2007.00178.x
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/j.1468-0300.2007.00178.x
    Download Restriction: no

    File URL: https://libkey.io/10.1111/j.1468-0300.2007.00178.x?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. 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.
    2. Vander Vennet, Rudi, 2002. "Cost and Profit Efficiency of Financial Conglomerates and Universal Banks in Europe," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 34(1), pages 254-282, February.
    3. Berger, Allen N. & Mester, Loretta J., 2003. "Explaining the dramatic changes in performance of US banks: technological change, deregulation, and dynamic changes in competition," Journal of Financial Intermediation, Elsevier, vol. 12(1), pages 57-95, January.
    4. Berger, Allen N. & Miller, Nathan H. & Petersen, Mitchell A. & Rajan, Raghuram G. & Stein, Jeremy C., 2005. "Does function follow organizational form? Evidence from the lending practices of large and small banks," Journal of Financial Economics, Elsevier, vol. 76(2), pages 237-269, May.
    5. Stephen D. Oliner & Daniel E. Sichel, 2000. "The resurgence of growth in the late 1990s: is information technology the story?," Proceedings, Federal Reserve Bank of San Francisco.
    6. Jondrow, James & Knox Lovell, C. A. & Materov, Ivan S. & Schmidt, Peter, 1982. "On the estimation of technical inefficiency in the stochastic frontier production function model," Journal of Econometrics, Elsevier, vol. 19(2-3), pages 233-238, August.
    7. Dale W. Jorgenson & Kevin J. Stiroh, 2000. "Raising the Speed Limit: U.S. Economic Growth in the Information Age," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 31(1), pages 125-236.
    8. Casu, Barbara & Girardone, Claudia & Molyneux, Philip, 2004. "Productivity change in European banking: A comparison of parametric and non-parametric approaches," Journal of Banking & Finance, Elsevier, vol. 28(10), pages 2521-2540, October.
    9. 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.
    10. Focarelli, Dario & Panetta, Fabio & Salleo, Carmelo, 2002. "Why Do Banks Merge?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 34(4), pages 1047-1066, November.
    11. Battese, George E. & Coelli, Tim J., 1988. "Prediction of firm-level technical efficiencies with a generalized frontier production function and panel data," Journal of Econometrics, Elsevier, vol. 38(3), pages 387-399, July.
    12. Wheelock, David C & Wilson, Paul W, 1999. "Technical Progress, Inefficiency, and Productivity Change in U.S. Banking, 1984-1993," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 31(2), pages 212-234, May.
    13. Berger, Allen N. & Humphrey, David B., 1991. "The dominance of inefficiencies over scale and product mix economies in banking," Journal of Monetary Economics, Elsevier, vol. 28(1), pages 117-148, August.
    14. Amel, Dean & Barnes, Colleen & Panetta, Fabio & Salleo, Carmelo, 2004. "Consolidation and efficiency in the financial sector: A review of the international evidence," Journal of Banking & Finance, Elsevier, vol. 28(10), pages 2493-2519, October.
    15. Rogers, Kevin E., 1998. "Nontraditional activities and the efficiency of US commercial banks," Journal of Banking & Finance, Elsevier, vol. 22(4), pages 467-482, May.
    16. Grifell-Tatje, E. & Lovell, C. A. K., 1996. "Deregulation and productivity decline: The case of Spanish bavings banks," European Economic Review, Elsevier, vol. 40(6), pages 1281-1303, June.
    17. Timothy F. Bresnahan & Erik Brynjolfsson & Lorin M. Hitt, 2002. "Information Technology, Workplace Organization, and the Demand for Skilled Labor: Firm-Level Evidence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(1), pages 339-376.
    18. Berger, Allen N. & Bonaccorsi di Patti, Emilia, 2006. "Capital structure and firm performance: A new approach to testing agency theory and an application to the banking industry," Journal of Banking & Finance, Elsevier, vol. 30(4), pages 1065-1102, April.
    19. Battese, G E & Coelli, T J, 1995. "A Model for Technical Inefficiency Effects in a Stochastic Frontier Production Function for Panel Data," Empirical Economics, Springer, vol. 20(2), pages 325-332.
    20. Darrell Parsons & Calvin Gotlieb & Michael Denny, 1993. "Productivity and computers in Canadian banking," Journal of Productivity Analysis, Springer, vol. 4(1), pages 95-113, June.
    21. Altunbas, Yener & Evans, Lynne & Molyneux, Philip, 2001. "Bank Ownership and Efficiency," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 33(4), pages 926-954, November.
    22. David H. Autor & Frank Levy & Richard J. Murnane, 2002. "Upstairs, Downstairs: Computers and Skills on Two Floors of a Large Bank," ILR Review, Cornell University, ILR School, vol. 55(3), pages 432-447, April.
    23. Hunter, William C & Timme, Stephen G, 1986. "Technical Change, Organizational Form, and the Structure of Bank Production," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 18(2), pages 152-166, May.
    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. Hussain, Matloub & Papastathopoulos, Avraam, 2022. "Organizational readiness for digital financial innovation and financial resilience," International Journal of Production Economics, Elsevier, vol. 243(C).
    2. Scott, Susan V. & Van Reenen, John & Zachariadis, Markos, 2017. "The long-term effect of digital innovation on bank performance: An empirical study of SWIFT adoption in financial services," Research Policy, Elsevier, vol. 46(5), pages 984-1004.
    3. Lucia Dalla Pellegrina & Serena Frazzoni & Zeno Rotondi & Andrea Vezzulli, 2017. "Does ICT adoption improve access to credit for small enterprises?," Small Business Economics, Springer, vol. 48(3), pages 657-679, March.
    4. Paolo Emilio Mistrulli & Luca Antelmo & Maddalena Galardo & Iconio Garrì & Dario Pellegrino & Davide Revelli & Vito Savino, 2019. "Why do banks close? The geography of branch pruning," Questioni di Economia e Finanza (Occasional Papers) 540, Bank of Italy, Economic Research and International Relations Area.
    5. Sunil Misra & Kailash B. L. Srivastava, 2018. "Team-building Competencies, Personal Effectiveness and Job Satisfaction: The Mediating Effect of Transformational Leadership and Technology," Management and Labour Studies, XLRI Jamshedpur, School of Business Management & Human Resources, vol. 43(1-2), pages 109-122, February.
    6. Sauro Mocetti & Marcello Pagnini & Enrico Sette, 2017. "Information Technology and Banking Organization," Journal of Financial Services Research, Springer;Western Finance Association, vol. 51(3), pages 313-338, June.
    7. Emilia Bonaccorsi di Patti & Federica Ciocchetta, 2020. "Economies of scale revisited: evidence from Italian banks," Questioni di Economia e Finanza (Occasional Papers) 568, Bank of Italy, Economic Research and International Relations Area.
    8. Cristina Demma & Giovanni Ferri & Andrea Orame & Valerio Pesic & Valerio Vacca, 2024. "Banks' operational resilience during pandemics," Questioni di Economia e Finanza (Occasional Papers) 833, Bank of Italy, Economic Research and International Relations Area.
    9. Liu, Ziqiang & Feng, Qiushuo & Li, Hongyi, 2024. "Digital finance, bank competition shocks and operational efficiency of local commercial banks in Western China," Pacific-Basin Finance Journal, Elsevier, vol. 85(C).
    10. Yang, Yang & Lin, Zibo & Xu, Zhaoyi & Liu, Shuwen, 2024. "The impact of digital finance on regional economic resilience," Pacific-Basin Finance Journal, Elsevier, vol. 85(C).
    11. Santiago Carbó‐Valverde & Pedro J. Cuadros‐Solas & Francisco Rodríguez‐Fernández & José Juan Sánchez‐Béjar, 2024. "Digital innovation and de‐branching in the banking industry: Customer perception and satisfaction," Global Policy, London School of Economics and Political Science, vol. 15(S1), pages 8-20, March.
    12. Trkman, Peter, 2010. "The critical success factors of business process management," International Journal of Information Management, Elsevier, vol. 30(2), pages 125-134.
    13. Maddalena Galardo & Iconio Garrì & Paolo Emilio Mistrulli & Davide Revelli, 2021. "The geography of banking: Evidence from branch closings," Economic Notes, Banca Monte dei Paschi di Siena SpA, vol. 50(1), February.
    14. Davide Arnaudo & Silvia Del Prete & Cristina Demma & Marco Manile & Andrea Orame & Marcello Pagnini & Carlotta Rossi & Paola Rossi & Giovanni Soggia, 2022. "The Digital Trasformation in the Italian Banking Sector," Questioni di Economia e Finanza (Occasional Papers) 682, Bank of Italy, Economic Research and International Relations Area.
    15. Francesca Pampurini & Anna Grazia Quaranta, 2024. "Assessing the Impact of Banks’ High-Tech Investments on Efficiency: What Is the Actual Relationship Direction?," International Journal of Business and Management, Canadian Center of Science and Education, vol. 18(6), pages 1-13, January.
    16. Qiao Guangshun, 2023. "Survival of the Fittest: The Long-run Productivity Analysis of the Listed Information Technology Companies in the US Stock Market," Economics - The Open-Access, Open-Assessment Journal, De Gruyter, vol. 17(1), pages 1-11, January.
    17. Nurwahida Fuad, 2013. "Knowledge Based Information System for Strengthening the Competitive Advantages of Women Technopreneurs in Malaysia," Information Management and Business Review, AMH International, vol. 5(5), pages 225-232.
    18. Agu, Chinonso .V. & Aguegboh, Ekene .S., 2020. "ICT and Bank Performance in Sub-Saharan Africa: A Dynamic Panel Analysis," MPRA Paper 100355, University Library of Munich, Germany.
    19. Mostafa SALIMIFAR & Mehdi BEHNAME, 2013. "Information Technology And Productivity Growth In Islamic Countries," Romanian Journal of Economics, Institute of National Economy, vol. 36(1(45)), pages 128-135, June.
    20. Majid Karimzadeh & Mohammad Reza Sasouli, 2013. "Contribution of Internet Banking toward Profitability of Banking in India," Acta Universitatis Danubius. OEconomica, Danubius University of Galati, issue 9(6), pages 57-69, December.
    21. Prakash, Navendu & Singh, Shveta & Sharma, Seema, 2021. "Technological diffusion, banking efficiency and Solow's paradox: A frontier-based parametric and non-parametric analysis," Structural Change and Economic Dynamics, Elsevier, vol. 58(C), pages 534-551.
    22. Scott, Susan V. & Zachariadis, Markos, 2010. "The impact of the diffusion of a financial innovation on company performance: an analysis of SWIFT adoption," LSE Research Online Documents on Economics 48906, London School of Economics and Political Science, LSE Library.

    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. Luca Casolaro & Giorgio Gobbi, 2004. "Information technology and productivity changes in the Italian banking industry," Temi di discussione (Economic working papers) 489, Bank of Italy, Economic Research and International Relations Area.
    2. 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.
    3. Williams, Jonathan & Nguyen, Nghia, 2005. "Financial liberalisation, crisis, and restructuring: A comparative study of bank performance and bank governance in South East Asia," Journal of Banking & Finance, Elsevier, vol. 29(8-9), pages 2119-2154, August.
    4. Bos, J.W.B. & Koetter, M. & Kolari, J.W. & Kool, C.J.M., 2009. "Effects of heterogeneity on bank efficiency scores," European Journal of Operational Research, Elsevier, vol. 195(1), pages 251-261, May.
    5. Mai, Nhat Chi, 2015. "Efficiency of the banking system in Vietnam under financial liberalization," OSF Preprints qsf6d, Center for Open Science.
    6. Koetter Michael, 2008. "An Assessment of Bank Merger Success in Germany," German Economic Review, De Gruyter, vol. 9(2), pages 232-264, May.
    7. Bos, J.W.B. & Schmiedel, H., 2007. "Is there a single frontier in a single European banking market?," Journal of Banking & Finance, Elsevier, vol. 31(7), pages 2081-2102, July.
    8. Dairo Estrada & Poldy Osorio, 2004. "Effects of Financial Capital on Colombian Banking Efficiency," Revista ESPE - Ensayos sobre Política Económica, Banco de la Republica de Colombia, vol. 22(47), pages 162-201, December.
    9. Fiorentino, Elisabetta & Vincenzo, Alessio De & Heid, Frank & Karmann, Alexander & Koetter, Michael, 2009. "The effects of privatization and consolidation on bank productivity: comparative evidence from Italy and Germany," Discussion Paper Series 2: Banking and Financial Studies 2009,03, Deutsche Bundesbank.
    10. Cândida Ferreira, 2011. "European integration and banking efficiency: a panel cost frontier approach," Working Papers Department of Economics 2011/04, ISEG - Lisbon School of Economics and Management, Department of Economics, Universidade de Lisboa.
    11. Franz R. Hahn, 2005. "Determinants of Bank Profitability in Austria. A Micro-Macro Approach," WIFO Studies, WIFO, number 25688.
    12. Stefano Caiazza & Alberto Franco Pozzolo & Giovanni Trovato, 2016. "Bank efficiency measures, M&A decision and heterogeneity," Journal of Productivity Analysis, Springer, vol. 46(1), pages 25-41, August.
    13. Antonio Lopes & Luca Giordano, 2006. "Risk Preference and Investments Quality as Determinants of Efficiency in the Italian Banking System," Quaderni DSEMS 12-2006, Dipartimento di Scienze Economiche, Matematiche e Statistiche, Universita' di Foggia.
    14. Williams, Jonathan, 2004. "Determining management behaviour in European banking," Journal of Banking & Finance, Elsevier, vol. 28(10), pages 2427-2460, October.
    15. Casu, Barbara & Ferrari, Alessandra & Girardone, Claudia & Wilson, John O.S., 2016. "Integration, productivity and technological spillovers: Evidence for eurozone banking industries," European Journal of Operational Research, Elsevier, vol. 255(3), pages 971-983.
    16. Amel, Dean & Barnes, Colleen & Panetta, Fabio & Salleo, Carmelo, 2004. "Consolidation and efficiency in the financial sector: A review of the international evidence," Journal of Banking & Finance, Elsevier, vol. 28(10), pages 2493-2519, October.
    17. Brissimis, Sophocles N. & Delis, Manthos D. & Papanikolaou, Nikolaos I., 2008. "Exploring the nexus between banking sector reform and performance: Evidence from newly acceded EU countries," Journal of Banking & Finance, Elsevier, vol. 32(12), pages 2674-2683, December.
    18. Burki, Abid A. & Ahmad, Shabbir, 2010. "Bank governance changes in Pakistan: Is there a performance effect?," Journal of Economics and Business, Elsevier, vol. 62(2), pages 129-146, March.
    19. Martín-Oliver, Alfredo & Salas-Fumás, Vicente, 2008. "The output and profit contribution of information technology and advertising investments in banks," Journal of Financial Intermediation, Elsevier, vol. 17(2), pages 229-255, April.
    20. Rezitis, Anthony N., 2008. "Efficiency and productivity effects of bank mergers: Evidence from the Greek banking industry," Economic Modelling, Elsevier, vol. 25(2), pages 236-254, March.

    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:36:y:2007:i:1:p:43-76. 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.