IDEAS home Printed from https://ideas.repec.org/a/gam/jjrfmx/v13y2020i10p243-d428545.html
   My bibliography  Save this article

Banking Development and Economy in Greece: Evidence from Regional Data

Author

Listed:
  • Christos Floros

    (Laboratory of Accounting and Financial Management (LAFIM), Department of Accounting and Finance, Hellenic Mediterranean University, 71004 Heraklion, Crete, Greece)

Abstract

This article examines the development of Greek systemic banks for the period 2003–2018, using data such as the ATM network and branches at a regional level. We test the impact of the ATM network and branches on the deposits of Greek commercial banks as well as the impact of local GDP on the regional banking efficiency. The analysis is carried out in two steps, (1) we use the Data Envelopment Analysis (DEA) for efficiency analysis, and (2) we use panel regression models for regression analysis. The results show that branches that operate at small regions are less efficient than those of the larger regions. Furthermore, both the ATMs and the number of branches have a positive relationship with deposits. This means that banks must continue to operate branches and ATMs in Greece. Finally, we show that local GDP helps significantly in increasing regional banking efficiency. The above findings are important given the need to support the local economy with modern banking services in Greece.

Suggested Citation

  • Christos Floros, 2020. "Banking Development and Economy in Greece: Evidence from Regional Data," JRFM, MDPI, vol. 13(10), pages 1-13, October.
  • Handle: RePEc:gam:jjrfmx:v:13:y:2020:i:10:p:243-:d:428545
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1911-8074/13/10/243/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1911-8074/13/10/243/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. 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.
    2. Worthington, Andrew C. & Zelenyuk, Valentin, 2018. "Data envelopment analysis, truncated regression and double-bootstrap for panel data with application to Chinese bankingAuthor-Name: Du, Kai," European Journal of Operational Research, Elsevier, vol. 265(2), pages 748-764.
    3. Berger, Allen N. & Leusner, John H. & Mingo, John J., 1997. "The efficiency of bank branches," Journal of Monetary Economics, Elsevier, vol. 40(1), pages 141-162, September.
    4. Tan, Yong & Floros, Christos, 2013. "Risk, capital and efficiency in Chinese banking," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 26(C), pages 378-393.
    5. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    6. Spokeviciute, Laima & Keasey, Kevin & Vallascas, Francesco, 2019. "Do financial crises cleanse the banking industry? Evidence from US commercial bank exits," Journal of Banking & Finance, Elsevier, vol. 99(C), pages 222-236.
    7. Giokas, DI, 1991. "Bank branch operating efficiency: A comparative application of DEA and the loglinear model," Omega, Elsevier, vol. 19(6), pages 549-557.
    8. Jesús Pastor & C. Lovell & Henry Tulkens, 2006. "Evaluating the financial performance of bank branches," Annals of Operations Research, Springer, vol. 145(1), pages 321-337, July.
    9. Christos Floros & Constantin Zopounidis & Yong Tan & Christos Lemonakis & Alexandros Garefalakis & Efthalia Tabouratzi, 2020. "Efficiency in banking: does the choice of inputs and outputs matter?," International Journal of Computational Economics and Econometrics, Inderscience Enterprises Ltd, vol. 10(2), pages 129-148.
    10. Yannis Stournaras, 2019. "Lessons from the Greek Crisis: Past, Present, Future," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 47(2), pages 127-135, June.
    11. Kevork, Ilias S. & Pange, Jenny & Tzeremes, Panayiotis & Tzeremes, Nickolaos G., 2017. "Estimating Malmquist productivity indexes using probabilistic directional distances: An application to the European banking sector," European Journal of Operational Research, Elsevier, vol. 261(3), pages 1125-1140.
    12. 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.
    13. Jonathan Williams & Edward Gardener, 2003. "The Efficiency of European Regional Banking," Regional Studies, Taylor & Francis Journals, vol. 37(4), pages 321-330.
    14. Cristina Bernini & Paola Brighi, 2018. "Bank branches expansion, efficiency and local economic growth," Regional Studies, Taylor & Francis Journals, vol. 52(10), pages 1332-1345, October.
    15. Degl'Innocenti, Marta & Kourtzidis, Stavros A. & Sevic, Zeljko & Tzeremes, Nickolaos G., 2017. "Investigating bank efficiency in transition economies: A window-based weight assurance region approach," Economic Modelling, Elsevier, vol. 67(C), pages 23-33.
    16. Hasan, Iftekhar & Koetter, Michael & Wedow, Michael, 2009. "Regional growth and finance in Europe: Is there a quality effect of bank efficiency?," Journal of Banking & Finance, Elsevier, vol. 33(8), pages 1446-1453, August.
    17. G.S. Donatos & D.I. Giokas, 2008. "Relative Efficiency in the branch network of a Greek bank: A quantitative analysis," European Research Studies Journal, European Research Studies Journal, vol. 0(3), pages 53-72.
    18. Yong Tan & Christos Floros, 2014. "Risk, profitability, and competition: evidence from the Chinese banking industry," Journal of Developing Areas, Tennessee State University, College of Business, vol. 48(3), pages 303-319, July-Sept.
    19. Athanassopoulos, Antreas D., 1997. "Service quality and operating efficiency synergies for management control in the provision of financial services: Evidence from Greek bank branches," European Journal of Operational Research, Elsevier, vol. 98(2), pages 300-313, April.
    20. Maudos, Joaquin & Pastor, Jose M. & Perez, Francisco & Quesada, Javier, 2002. "Cost and profit efficiency in European banks," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 12(1), pages 33-58, February.
    21. Yong Tan & Christos Floros, 2012. "Bank profitability and inflation: the case of China," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 39(6), pages 675-696, October.
    22. repec:zbw:bofrdp:2009_013 is not listed on IDEAS
    23. Portela, Maria Conceicao A. Silva & Thanassoulis, Emmanuel, 2007. "Comparative efficiency analysis of Portuguese bank branches," European Journal of Operational Research, Elsevier, vol. 177(2), pages 1275-1288, March.
    24. Schaffnit, Claire & Rosen, Dan & Paradi, Joseph C., 1997. "Best practice analysis of bank branches: An application of DEA in a large Canadian bank," European Journal of Operational Research, Elsevier, vol. 98(2), pages 269-289, April.
    25. Tan, Yong & Floros, Christos, 2018. "Risk, competition and efficiency in banking: Evidence from China," Global Finance Journal, Elsevier, vol. 35(C), pages 223-236.
    26. Parkan, Celik, 1987. "Measuring the efficiency of service operations: An application to bank branches," Engineering Costs and Production Economics, Elsevier, vol. 12(1-4), pages 237-242, July.
    27. Anna, Petrenko, 2016. "Мaркування готової продукції як складова частина інформаційного забезпечення маркетингової діяльності підприємств овочепродуктового підкомплексу," Agricultural and Resource Economics: International Scientific E-Journal, Agricultural and Resource Economics: International Scientific E-Journal, vol. 2(1), March.
    28. Andreas Soteriou & Stavros A. Zenios, 1999. "Operations, Quality, and Profitability in the Provision of Banking Services," Management Science, INFORMS, vol. 45(9), pages 1221-1238, September.
    29. Antonakakis, Nikolaos & Gabauer, David & Gupta, Rangan, 2019. "Greek economic policy uncertainty: Does it matter for Europe? Evidence from a dynamic connectedness decomposition approach," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 535(C).
    30. Farkhanda Shamim & Nobuyoshi Yamori & Shahid Anjum, 2017. "Clicks business of deposit-taking institutions: an efficiency analysis," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 44(6), pages 911-930, November.
    31. Samitas, Aristeidis & Polyzos, Stathis, 2016. "Freeing Greece from capital controls: Were the restrictions enforced in time?," Research in International Business and Finance, Elsevier, vol. 37(C), pages 196-213.
    32. David B. Humphrey, 1994. "Delivering deposit services: ATMs versus branches," Economic Quarterly, Federal Reserve Bank of Richmond, issue Spr, pages 59-81.
    33. Degl'Innocenti, Marta & Kourtzidis, Stavros A. & Sevic, Zeljko & Tzeremes, Nickolaos G., 2017. "Bank productivity growth and convergence in the European Union during the financial crisis," Journal of Banking & Finance, Elsevier, vol. 75(C), pages 184-199.
    34. Oral, Muhittin & Yolalan, Reha, 1990. "An empirical study on measuring operating efficiency and profitability of bank branches," European Journal of Operational Research, Elsevier, vol. 46(3), pages 282-294, June.
    35. Hartman, Thomas E. & Storbeck, James E. & Byrnes, Patricia, 2001. "Allocative efficiency in branch banking," European Journal of Operational Research, Elsevier, vol. 134(2), pages 232-242, October.
    36. H. David Sherman & George Ladino, 1995. "Managing Bank Productivity Using Data Envelopment Analysis (DEA)," Interfaces, INFORMS, vol. 25(2), pages 60-73, April.
    37. Dietsch, Michel & Lozano-Vivas, Ana, 2000. "How the environment determines banking efficiency: A comparison between French and Spanish industries," Journal of Banking & Finance, Elsevier, vol. 24(6), pages 985-1004, June.
    38. Panagiotis Tziogkidis & Kent Matthews & Dionisis Philippas, 2018. "The effects of sector reforms on the productivity of Greek banks: a step-by-step analysis of the pre-Euro era," Annals of Operations Research, Springer, vol. 266(1), pages 531-549, July.
    39. Christos Floros & Ioannis Chatziantoniou (ed.), 2017. "The Greek Debt Crisis," Springer Books, Springer, number 978-3-319-59102-5, December.
    40. Carbo Valverde, Santiago & Humphrey, David B. & Lopez del Paso, Rafael, 2007. "Do cross-country differences in bank efficiency support a policy of "national champions"?," Journal of Banking & Finance, Elsevier, vol. 31(7), pages 2173-2188, July.
    41. Asmild, Mette & Zhu, Minyan, 2016. "Controlling for the use of extreme weights in bank efficiency assessments during the financial crisis," European Journal of Operational Research, Elsevier, vol. 251(3), pages 999-1015.
    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. Athanasios Tsagkanos & Konstantinos Gkillas & Christoforos Konstantatos & Christos Floros, 2021. "Does Trading Volume Drive Systemic Banks’ Stock Return Volatility? Lessons from the Greek Banking System," IJFS, MDPI, vol. 9(2), pages 1-13, April.

    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. Giokas, Dimitris I., 2008. "Assessing the efficiency in operations of a large Greek bank branch network adopting different economic behaviors," Economic Modelling, Elsevier, vol. 25(3), pages 559-574, May.
    2. Aude Hubrecht-Deville & Hervé Leleu, 2007. "Performance measures of retail banking networks: a decision support tool," Working Papers CREGO 1071203, Université de Bourgogne - CREGO EA7317 Centre de recherches en gestion des organisations.
    3. Aude Hubrecht-Deville & Hervé Leleu, 2007. "Performance measures of retail banking networks: a decision support tool," Working Papers CREGO 1071105, Université de Bourgogne - CREGO EA7317 Centre de recherches en gestion des organisations.
    4. Aude Hubrecht-Deville & Herve Leleu, 2008. "Impact of trade area environment on bank's comparative advantages," Applied Economics, Taylor & Francis Journals, vol. 40(17), pages 2209-2219.
    5. Aude Deville & Gary D. Ferrier & Hervé Leleu, 2009. "Performance measures for hierarchical organizations: Frontier analysis as a decision support tool," Working Papers 2009-ECO-01, IESEG School of Management.
    6. Paradi, Joseph C. & Zhu, Haiyan, 2013. "A survey on bank branch efficiency and performance research with data envelopment analysis," Omega, Elsevier, vol. 41(1), pages 61-79.
    7. G.S. Donatos & D.I. Giokas, 2008. "Relative Efficiency in the branch network of a Greek bank: A quantitative analysis," European Research Studies Journal, European Research Studies Journal, vol. 0(3), pages 53-72.
    8. Paradi, Joseph C. & Rouatt, Stephen & Zhu, Haiyan, 2011. "Two-stage evaluation of bank branch efficiency using data envelopment analysis," Omega, Elsevier, vol. 39(1), pages 99-109, January.
    9. 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.
    10. E. Grigoroudis & E. Tsitsiridi & C. Zopounidis, 2013. "Linking customer satisfaction, employee appraisal, and business performance: an evaluation methodology in the banking sector," Annals of Operations Research, Springer, vol. 205(1), pages 5-27, May.
    11. Berger, Allen N. & Leusner, John H. & Mingo, John J., 1997. "The efficiency of bank branches," Journal of Monetary Economics, Elsevier, vol. 40(1), pages 141-162, September.
    12. Das, Abhiman & Ray, Subhash C. & Nag, Ashok, 2009. "Labor-use efficiency in Indian banking: A branch-level analysis," Omega, Elsevier, vol. 37(2), pages 411-425, April.
    13. Aude Hubrecht & Michel Dietsch & Fabienne Guerra, 2005. "Mesure de la performance des agences bancaires par une approche DEA," Revue Finance Contrôle Stratégie, revues.org, vol. 8(2), pages 131-171, June.
    14. Aude Hubrecht & Fabienne Guerra, 2005. "Mesure De La Performance Globale Des Agences Bancaires : Une Application De La Méthode Dea," Post-Print halshs-00581212, HAL.
    15. Portela, Maria Conceicao A. Silva & Thanassoulis, Emmanuel, 2007. "Comparative efficiency analysis of Portuguese bank branches," European Journal of Operational Research, Elsevier, vol. 177(2), pages 1275-1288, March.
    16. Allen Berger & Robert DeYoung, 2001. "The Effects of Geographic Expansion on Bank Efficiency," Journal of Financial Services Research, Springer;Western Finance Association, vol. 19(2), pages 163-184, April.
    17. Mai, Nhat Chi, 2015. "Efficiency of the banking system in Vietnam under financial liberalization," OSF Preprints qsf6d, Center for Open Science.
    18. A S Camanho & R G Dyson, 2005. "Cost efficiency, production and value-added models in the analysis of bank branch performance," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 56(5), pages 483-494, May.
    19. 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.
    20. Schaffnit, Claire & Rosen, Dan & Paradi, Joseph C., 1997. "Best practice analysis of bank branches: An application of DEA in a large Canadian bank," European Journal of Operational Research, Elsevier, vol. 98(2), pages 269-289, April.

    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:gam:jjrfmx:v:13:y:2020:i:10:p:243-:d:428545. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.