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Relationship between Efficiency and Profitability in Banks of Brazil

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  • Douglas José Mendonça, Júlia Alves e Souza, Francisval de Melo Carvalho, Gideon Carvalho de Benedicto

    (Federal University of Lavras)

Abstract

This study aimed to investigate the relationship between efficiency, measured by two different methods (Data Envelopment Analysis and Stochastic Frontier Analysis), and profitability of banks from Brazil. We analyzed a total of 47 banks that operated between the years of 2008 and 2015. The efficiency of institutions was measured using the Data Envelopment Analysis (DEA) and Stochastic Frontier Analysis (SFA) methodologies, based on economic and financial indicators. These indicators were calculated considering the approach of financial intermediation in order to measure the cost efficiency of banks. Subsequently, the scores found from the application of DEA and SFA were related to the ROA (return on assets) and ROE (return on equity) indicators, using the regression model with panel data. We identified the existence of a statistically significant relationship between the efficiency and the profitability of banks. Profitability measures are related in a direct and significant way with the efficiency measured by the DEA and SFA methods. The results show that the efficiency is associated with the profitability and evidence a greater impact on the ROE than on the ROA indicator. Thus, we concluded that efficiency significantly influences the return on total assets but has an even greater influence on return on invested capital.

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  • Douglas José Mendonça, Júlia Alves e Souza, Francisval de Melo Carvalho, Gideon Carvalho de Benedicto, 2020. "Relationship between Efficiency and Profitability in Banks of Brazil," Journal of Finance and Economics Research, Geist Science, Iqra University, Faculty of Business Administration, vol. 5(1), pages 1-17, March.
  • Handle: RePEc:gei:jnlfer:v:5:y:2020:i:1:p:1-17
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    References listed on IDEAS

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    1. Thomas Philippon, 2015. "Has the US Finance Industry Become Less Efficient? On the Theory and Measurement of Financial Intermediation," American Economic Review, American Economic Association, vol. 105(4), pages 1408-1438, April.
    2. Coelli, Tim J. & Battese, George E., 1996. "Identification Of Factors Which Influence The Technical Inefficiency Of Indian Farmers," Australian Journal of Agricultural Economics, Australian Agricultural and Resource Economics Society, vol. 40(2), pages 1-26, August.
    3. Joshua Kirkwood & Daehoon Nahm, 2006. "Australian Banking Efficiency and Its Relation to Stock Returns," The Economic Record, The Economic Society of Australia, vol. 82(258), pages 253-267, September.
    4. Duygun, Meryem & Sena, Vania & Shaban, Mohamed, 2013. "Schumpeterian competition and efficiency among commercial banks," Journal of Banking & Finance, Elsevier, vol. 37(12), pages 5176-5185.
    5. Allen, Franklin & Santomero, Anthony M., 2001. "What do financial intermediaries do?," Journal of Banking & Finance, Elsevier, vol. 25(2), pages 271-294, February.
    6. Douglas W. Diamond, 1984. "Financial Intermediation and Delegated Monitoring," Review of Economic Studies, Oxford University Press, vol. 51(3), pages 393-414.
    7. Brighi, Paola & Venturelli, Valeria, 2016. "How functional and geographic diversification affect bank profitability during the crisis," Finance Research Letters, Elsevier, vol. 16(C), pages 1-10.
    8. Gaganis, Chrysovalantis & Pasiouras, Fotios, 2013. "Financial supervision regimes and bank efficiency: International evidence," Journal of Banking & Finance, Elsevier, vol. 37(12), pages 5463-5475.
    9. Lensink, Robert & Meesters, Aljar & Naaborg, Ilko, 2008. "Bank efficiency and foreign ownership: Do good institutions matter?," Journal of Banking & Finance, Elsevier, vol. 32(5), pages 834-844, May.
    10. 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.
    11. Thanh Pham Thien Nguyen & Son Hong Nghiem & Eduardo Roca & Parmendra Sharma, 2016. "Bank reforms and efficiency in Vietnamese banks: evidence based on SFA and DEA," Applied Economics, Taylor & Francis Journals, vol. 48(30), pages 2822-2835, June.
    12. 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.
    13. Charnes, A. & Cooper, W. W. & Rhodes, E., 1979. "Measuring the efficiency of decision-making units," European Journal of Operational Research, Elsevier, vol. 3(4), pages 339-338, July.
    14. 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.
    15. Aigner, Dennis & Lovell, C. A. Knox & Schmidt, Peter, 1977. "Formulation and estimation of stochastic frontier production function models," Journal of Econometrics, Elsevier, vol. 6(1), pages 21-37, July.
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