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Bank Profitability and Efficiency in Portugal and Spain: A Non-Linearity Approach

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  • Maria Elisabete Neves

    (Coimbra Business School ISCAC, Polytechnic Institute of Coimbra, Quinta Agrícola–Bencanta, 3045-231 Coimbra, Portugal
    CETRAD–DESG, University of Trás-os-Montes and Alto Douro, Quinta de Prados, 5000-801 Vila Real, Portugal)

  • Catarina Proença

    (Coimbra Business School ISCAC, Polytechnic Institute of Coimbra, Quinta Agrícola–Bencanta, 3045-231 Coimbra, Portugal)

  • António Dias

    (CETRAD–DESG, University of Trás-os-Montes and Alto Douro, Quinta de Prados, 5000-801 Vila Real, Portugal)

Abstract

This paper aims to analyze the determinants of profitability and bank efficiency in the Iberian Peninsula. To achieve the proposed objective, a sample of 66 Portuguese and Spanish banks was analyzed. To test the hypotheses formulated according to the proposed literature review, the panel data methodology was used; specifically, the Generalized Method of Moments (GMM) system model proposed by and the Tobit model. The results point out that the banking performance, measured in terms of profitability and efficiency, in the Iberian Peninsula, is influenced by internal management variables, but also by the macroeconomic environment. More interestingly, and new in the Iberian banking sector literature, the results prove a positive and negative non-linear relationship between bank size and their levels of profitability and efficiency, respectively.

Suggested Citation

  • Maria Elisabete Neves & Catarina Proença & António Dias, 2020. "Bank Profitability and Efficiency in Portugal and Spain: A Non-Linearity Approach," JRFM, MDPI, vol. 13(11), pages 1-19, November.
    • Handle: RePEc:gam:jjrfmx:v:13:y:2020:i:11:p:284-:d:446135
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    as
    1. Djalilov, Khurshid & Piesse, Jenifer, 2016. "Determinants of bank profitability in transition countries: What matters most?," Research in International Business and Finance, Elsevier, vol. 38(C), pages 69-82.
    2. Jacob A. Bikker & Haixia Hu, 2002. "Cyclical patterns in profits, provisioning and lending of banks and procyclicality of the new Basel capital requirements," Banca Nazionale del Lavoro Quarterly Review, Banca Nazionale del Lavoro, vol. 55(221), pages 143-175.
    3. Athanasoglou, Panayiotis P. & Brissimis, Sophocles N. & Delis, Matthaios D., 2008. "Bank-specific, industry-specific and macroeconomic determinants of bank profitability," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 18(2), pages 121-136, April.
    4. Stiroh, Kevin J. & Rumble, Adrienne, 2006. "The dark side of diversification: The case of US financial holding companies," Journal of Banking & Finance, Elsevier, vol. 30(8), pages 2131-2161, August.
    5. Fujii, Hidemichi & Managi, Shunsuke & Matousek, Roman, 2014. "Indian bank efficiency and productivity changes with undesirable outputs: A disaggregated approach," Journal of Banking & Finance, Elsevier, vol. 38(C), pages 41-50.
    6. Stiroh, Kevin J, 2004. "Diversification in Banking: Is Noninterest Income the Answer?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 36(5), pages 853-882, October.
    7. Berger, Allen N. & Hasan, Iftekhar & Zhou, Mingming, 2010. "The effects of focus versus diversification on bank performance: Evidence from Chinese banks," Journal of Banking & Finance, Elsevier, vol. 34(7), pages 1417-1435, July.
    8. Maria Teresa Medeiros Garcia & João Pedro Silva Martins Guerreiro, 2016. "Internal and external determinants of banks’ profitability: The Portuguese case," Journal of Economic Studies, Emerald Group Publishing, vol. 43(1), pages 90-107, January.
    9. Mikko MAKINEN & Derek C. JONES, 2015. "Comparative Efficiency Between Cooperative, Savings And Commercial Banks In Europe Using The Frontier Approach," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 86(3), pages 401-420, September.
    10. Elsas, Ralf & Hackethal, Andreas & Holzhäuser, Markus, 2010. "The anatomy of bank diversification," Journal of Banking & Finance, Elsevier, vol. 34(6), pages 1274-1287, June.
    11. Mohamed Ali Trabelsi & Naama Trad, 2017. "Profitability and risk in interest-free banking industries: a dynamic panel data analysis," International Journal of Islamic and Middle Eastern Finance and Management, Emerald Group Publishing Limited, vol. 10(4), pages 454-469, October.
    12. Francesco Aiello & Graziella Bonanno, 2016. "Looking at the determinants of efficiency in banking: evidence from Italian mutual-cooperatives," International Review of Applied Economics, Taylor & Francis Journals, vol. 30(4), pages 507-526, July.
    13. Nguyen, Thi Lam Anh, 2018. "Diversification and bank efficiency in six ASEAN countries," Global Finance Journal, Elsevier, vol. 37(C), pages 57-78.
    14. Rachita Gulati & Sunil Kumar, 2017. "Analysing banks’ intermediation and operating efficiencies using the two-stage network DEA model," International Journal of Productivity and Performance Management, Emerald Group Publishing Limited, vol. 66(4), pages 500-516, April.
    15. Hasanul Banna & Syed Karim Bux Shah & Abu Hanifa Md Noman & Rubi Ahmad & Muhammad Mehedi Masud, 2019. "Determinants of Sino-ASEAN Banking Efficiency: How Do Countries Differ?," Economies, MDPI, vol. 7(1), pages 1-23, February.
    16. Ning Ding & Hung-Gay Fung & Jingyi Jia, 2017. "Comparison of Bank Profitability in China and the USA," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 25(1), pages 90-108, January.
    17. Delis, Manthos D & Papanikolaou, Nikolaos I, 2009. "Determinants of bank efficiency: Evidence from a semi-parametric methodology," MPRA Paper 13893, University Library of Munich, Germany.
    18. repec:zbw:bofitp:2010_004 is not listed on IDEAS
    19. Berger, Allen N. & Mester, Loretta J., 1997. "Inside the black box: What explains differences in the efficiencies of financial institutions?," Journal of Banking & Finance, Elsevier, vol. 21(7), pages 895-947, July.
    20. Chih-Ching Yang, 2014. "An enhanced DEA model for decomposition of technical efficiency in banking," Annals of Operations Research, Springer, vol. 214(1), pages 167-185, March.
    21. 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.
    22. Felisitas Defung & Ruhul Salim & Harry Bloch, 2016. "Has regulatory reform had any impact on bank efficiency in Indonesia? A two-stage analysis," Applied Economics, Taylor & Francis Journals, vol. 48(52), pages 5060-5074, November.
    23. Iannotta, Giuliano & Nocera, Giacomo & Sironi, Andrea, 2007. "Ownership structure, risk and performance in the European banking industry," Journal of Banking & Finance, Elsevier, vol. 31(7), pages 2127-2149, July.
    24. Dietrich, Andreas & Wanzenried, Gabrielle, 2011. "Determinants of bank profitability before and during the crisis: Evidence from Switzerland," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 21(3), pages 307-327, July.
    25. Maria Elisabete Neves & Carla Henriques & João Vilas, 2021. "Financial performance assessment of electricity companies: evidence from Portugal," Operational Research, Springer, vol. 21(4), pages 2809-2857, December.
    26. Kao, Chiang & Liu, Shiang-Tai, 2014. "Multi-period efficiency measurement in data envelopment analysis: The case of Taiwanese commercial banks," Omega, Elsevier, vol. 47(C), pages 90-98.
    27. Lee, Jeong Yeon & Kim, Doyeon, 2013. "Bank performance and its determinants in Korea," Japan and the World Economy, Elsevier, vol. 27(C), pages 83-94.
    28. Karam Pal Narwal & Shweta Pathneja, 2016. "Effect of bank-specific and governance-specific variables on the productivity and profitability of banks," International Journal of Productivity and Performance Management, Emerald Group Publishing Limited, vol. 65(8), pages 1057-1074, November.
    29. Huang, Tai-Hsin & Chiang, Dien-Lin & Tsai, Chao-Min, 2015. "Applying the New Metafrontier Directional Distance Function to Compare Banking Efficiencies in Central and Eastern European Countries," Economic Modelling, Elsevier, vol. 44(C), pages 188-199.
    30. Antonio Trujillo-Ponce, 2013. "What determines the profitability of banks? Evidence from Spain," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 53(2), pages 561-586, June.
    31. C. T. Shehzad & J. De Haan & B. Scholtens, 2013. "The relationship between size, growth and profitability of commercial banks," Applied Economics, Taylor & Francis Journals, vol. 45(13), pages 1751-1765, May.
    32. Qingxian An & Haoxun Chen & Jie Wu & Liang Liang, 2015. "Measuring slacks-based efficiency for commercial banks in China by using a two-stage DEA model with undesirable output," Annals of Operations Research, Springer, vol. 235(1), pages 13-35, December.
    33. Dipasha Sharma & Anil K. Sharma & Mukesh K. Barua, 2013. "Efficiency and productivity of banking sector," Qualitative Research in Financial Markets, Emerald Group Publishing Limited, vol. 5(2), pages 195-224, August.
    34. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    35. Robert DeYoung & Tara Rice, 2004. "Noninterest Income and Financial Performance at U.S. Commercial Banks," The Financial Review, Eastern Finance Association, vol. 39(1), pages 101-127, February.
    36. Rishabh Goswami & Farah Hussain & Manish Kumar, 2019. "Banking Efficiency Determinants in India: A Two-stage Analysis," Margin: The Journal of Applied Economic Research, National Council of Applied Economic Research, vol. 13(4), pages 361-380, November.
    37. Nicky J. Welton & Howard H. Z. Thom, 2015. "Value of Information," Medical Decision Making, , vol. 35(5), pages 564-566, July.
    38. Yong Tan & Christos Floros & John Anchor, 2017. "The profitability of Chinese banks: impacts of risk, competition and efficiency," Review of Accounting and Finance, Emerald Group Publishing Limited, vol. 16(1), pages 86-105, February.
    39. Bourke, Philip, 1989. "Concentration and other determinants of bank profitability in Europe, North America and Australia," Journal of Banking & Finance, Elsevier, vol. 13(1), pages 65-79, March.
    40. Tecles, Patricia Langsch & Tabak, Benjamin M., 2010. "Determinants of bank efficiency: The case of Brazil," European Journal of Operational Research, Elsevier, vol. 207(3), pages 1587-1598, December.
    41. Soltane Bassem, Ben, 2014. "Total factor productivity change of MENA microfinance institutions: A Malmquist productivity index approach," Economic Modelling, Elsevier, vol. 39(C), pages 182-189.
    42. Stiroh, Kevin J., 2006. "A Portfolio View of Banking with Interest and Noninterest Activities," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 38(5), pages 1351-1361, August.
    43. Sufian, Fadzlan, 2009. "Determinants of bank efficiency during unstable macroeconomic environment: Empirical evidence from Malaysia," Research in International Business and Finance, Elsevier, vol. 23(1), pages 54-77, January.
    44. Mamatzakis, Emmanuel & Tsionas, Mike G. & Kumbhakar, Subal C. & Koutsomanoli-Filippaki, Anastasia, 2015. "Does labour regulation affect technical and allocative efficiency? Evidence from the banking industry," Journal of Banking & Finance, Elsevier, vol. 61(S1), pages 84-98.
    45. Mu-Shun Wang & Shih-Tong Lu, 2015. "Information technology and risk factors for evaluating the banking industry in the Taiwan: an application of a Value Chain DEA," Journal of Business Economics and Management, Taylor & Francis Journals, vol. 16(5), pages 901-915, October.
    46. Nurhan Davutyan & Canan Yildirim, 2017. "Efficiency in Turkish banking: post-restructuring evidence," The European Journal of Finance, Taylor & Francis Journals, vol. 23(2), pages 170-191, January.
    47. R. D. Banker & A. Charnes & W. W. Cooper, 1984. "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis," Management Science, INFORMS, vol. 30(9), pages 1078-1092, September.
    48. 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.
    49. Aggelopoulos, Eleftherios & Georgopoulos, Antonios, 2017. "Bank branch efficiency under environmental change: A bootstrap DEA on monthly profit and loss accounting statements of Greek retail branches," European Journal of Operational Research, Elsevier, vol. 261(3), pages 1170-1188.
    50. Du, Kai & Sim, Nicholas, 2016. "Mergers, acquisitions, and bank efficiency: Cross-country evidence from emerging markets," Research in International Business and Finance, Elsevier, vol. 36(C), pages 499-510.
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