Assessing productive efficiency of banks using integrated Fuzzy-DEA and bootstrapping: A case of Mozambican banksAuthor-Name: Wanke, Peter
Author
Abstract
Suggested Citation
DOI: 10.1016/j.ejor.2015.10.018
Download full text from publisher
As the access to this document is restricted, you may want to search for a different version of it.
References listed on IDEAS
- Charles C. Okeahalam, 2008. "Internationalisation and firm performance: Evidence from estimates of efficiency in banking in Namibia and Tanzania," Journal of International Development, John Wiley & Sons, Ltd., vol. 20(7), pages 942-964.
- Carlos Pestana Barros & Olga Goncalves & Nicolas Peypoch, 2012.
"French Regional Public Airports Technical Efficiency,"
Articles, International Journal of Transport Economics, vol. 39(2).
- Carlos Pestana Barros & Olga Goncalves & Nicolas Peypoch, 2012. "French Regional Public Airports Technical Efficiency," Post-Print hal-04705609, HAL.
- Mario Fortin & Andre Leclerc, 2007. "Should we Abandon the Intermediation Approach for Analyzing Banking Performance?," Cahiers de recherche 07-01, Departement d'économique de l'École de gestion à l'Université de Sherbrooke.
- Holod, Dmytro & Lewis, Herbert F., 2011. "Resolving the deposit dilemma: A new DEA bank efficiency model," Journal of Banking & Finance, Elsevier, vol. 35(11), pages 2801-2810, November.
- Dennis Fixler & Kimberly Zieschang, 1999. "The productivity of the banking sector: integrating financial and production approaches to measuring financial service output," Canadian Journal of Economics, Canadian Economics Association, vol. 32(2), pages 547-569, April.
- Adel Hatami-Marbini & Saber Saati & Madjid Tavana, 2011. "Data Envelopment Analysis with Fuzzy Parameters: An Interactive Approach," International Journal of Operations Research and Information Systems (IJORIS), IGI Global, vol. 2(3), pages 39-53, July.
- Adler, Nicole & Berechman, Joseph, 2001. "Measuring airport quality from the airlines' viewpoint: an application of data envelopment analysis," Transport Policy, Elsevier, vol. 8(3), pages 171-181, July.
- Zvi Griliches, 1992. "Output Measurement in the Service Sectors," NBER Books, National Bureau of Economic Research, Inc, number gril92-1.
- Hojati, Mehran & Bector, C. R. & Smimou, Kamal, 2005. "A simple method for computation of fuzzy linear regression," European Journal of Operational Research, Elsevier, vol. 166(1), pages 172-184, October.
- George Assaf, A. & Matousek, Roman & Tsionas, Efthymios G., 2013. "Turkish bank efficiency: Bayesian estimation with undesirable outputs," Journal of Banking & Finance, Elsevier, vol. 37(2), pages 506-517.
- Jean Paul Azam & Bruno Biais & Magueye Dia, 2004.
"Privatisation versus Regulation in Developing Economies: The Case of West African Banks,"
Journal of African Economies, Centre for the Study of African Economies, vol. 13(3), pages 361-394, September.
- Jean Paul Azam & Bruno Biais & Magueye Dia, 2004. "Privatisation versus Regulation in Developing Economies: The Case of West African Banks," Journal of African Economies, Centre for the Study of African Economies, vol. 13(3), pages 361-394.
- Jean Paul Azam & Bruno Biais & Magueye Dia, 2000. "Privatization versus regulation in developing economies: The case of West African banks," William Davidson Institute Working Papers Series 315, William Davidson Institute at the University of Michigan.
- Barbara Casu & Philip Molyneux, 2003.
"A comparative study of efficiency in European banking,"
Applied Economics, Taylor & Francis Journals, vol. 35(17), pages 1865-1876.
- Barbara Casu & Philip Molyneux, 2000. "A Comparative Study of Efficiency in European Banking," Center for Financial Institutions Working Papers 00-17, Wharton School Center for Financial Institutions, University of Pennsylvania.
- 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.
- Allen N. Berger & David B. Humphrey, 1997. "Efficiency of financial institutions: international survey and directions for future research," Finance and Economics Discussion Series 1997-11, Board of Governors of the Federal Reserve System (U.S.).
- Allen N. Berger & David B. Humphrey, 1997. "Efficiency of Financial Institutions: International Survey and Directions for Future Research," Center for Financial Institutions Working Papers 97-05, Wharton School Center for Financial Institutions, University of Pennsylvania.
- H. Fried & C. Lovell & S. Schmidt & S. Yaisawarng, 2002. "Accounting for Environmental Effects and Statistical Noise in Data Envelopment Analysis," Journal of Productivity Analysis, Springer, vol. 17(1), pages 157-174, January.
- Hatami-Marbini, Adel & Emrouznejad, Ali & Tavana, Madjid, 2011.
"A taxonomy and review of the fuzzy data envelopment analysis literature: Two decades in the making,"
European Journal of Operational Research, Elsevier, vol. 214(3), pages 457-472, November.
- HATAMI-MARBINI, Adel & EMROUZNEJAD, Ali & TAVANA, Madjid, 2011. "A taxonomy and review of the fuzzy data envelopment analysis literature: two decades in the making," LIDAM Reprints CORE 2367, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Fried, Harold O. & Lovell, C. A. Knox & Schmidt, Shelton S. (ed.), 1993. "The Measurement of Productive Efficiency: Techniques and Applications," OUP Catalogue, Oxford University Press, number 9780195072181.
- 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.
- Staub, Roberta B. & da Silva e Souza, Geraldo & Tabak, Benjamin M., 2010.
"Evolution of bank efficiency in Brazil: A DEA approach,"
European Journal of Operational Research, Elsevier, vol. 202(1), pages 204-213, April.
- Roberta B. Staub & Geraldo Souza & Benjamin M. Tabak, 2009. "Evolution of Bank Efficiency in Brazil: A DEA Approach," Working Papers Series 200, Central Bank of Brazil, Research Department.
- Barros, Carlos Pestana & Managi, Shunsuke & Matousek, Roman, 2012. "The technical efficiency of the Japanese banks: Non-radial directional performance measurement with undesirable output," Omega, Elsevier, vol. 40(1), pages 1-8, January.
- Hayfield, Tristen & Racine, Jeffrey S., 2008. "Nonparametric Econometrics: The np Package," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 27(i05).
- Allen N. Berger & David B. Humphrey, 1992.
"Measurement and Efficiency Issues in Commercial Banking,"
NBER Chapters, in: Output Measurement in the Service Sectors, pages 245-300,
National Bureau of Economic Research, Inc.
- Allen N. Berger & David B. Humphrey, 1990. "Measurement and efficiency issues in commercial banking," Finance and Economics Discussion Series 151, Board of Governors of the Federal Reserve System (U.S.).
- Berger, Allen N. & Hanweck, Gerald A. & Humphrey, David B., 1987.
"Competitive viability in banking : Scale, scope, and product mix economies,"
Journal of Monetary Economics, Elsevier, vol. 20(3), pages 501-520, December.
- Allen N. Berger & Gerald A. Hanweck & David B. Humphrey, 1986. "Competitive viability in banking: scale, scope, and product mix economies," Research Papers in Banking and Financial Economics 82, Board of Governors of the Federal Reserve System (U.S.).
- Simar, Leopold & Wilson, Paul W., 2007. "Estimation and inference in two-stage, semi-parametric models of production processes," Journal of Econometrics, Elsevier, vol. 136(1), pages 31-64, January.
- Cj O'Donnell & G Van Der Westhuizen, 2002. "Regional Comparisons of Banking Performance in South Africa*1," South African Journal of Economics, Economic Society of South Africa, vol. 70(3), pages 224-240, March.
- Turner, Hugh & Windle, Robert & Dresner, Martin, 2004. "North American containerport productivity: 1984-1997," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 40(4), pages 339-356, July.
- Léopold Simar & Paul Wilson, 2011.
"Two-stage DEA: caveat emptor,"
Journal of Productivity Analysis, Springer, vol. 36(2), pages 205-218, October.
- Simar, Leopold & Wilson, Paul, 2010. "Two-Stage DEA: Caveat Emptor," LIDAM Discussion Papers ISBA 2010041, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA).
- Simar, Leopold & Wilson, Paul W., 2011. "Two-Stage DEA: Caveat Emptor," LIDAM Reprints ISBA 2011031, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA).
- Miller, Stephen M. & Noulas, Athanasios G., 1996. "The technical efficiency of large bank production," Journal of Banking & Finance, Elsevier, vol. 20(3), pages 495-509, April.
- 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.
- Piyu Yue, 1992. "Data envelopment analysis and commercial bank performance: a primer with applications to Missouri banks," Review, Federal Reserve Bank of St. Louis, issue Jan, pages 31-45.
- Fukuyama, Hirofumi & Weber, William L., 2010. "A slacks-based inefficiency measure for a two-stage system with bad outputs," Omega, Elsevier, vol. 38(5), pages 398-409, October.
- Carlos P. Barros & Qi Bin Liang & Nicolas Peypoch, 2014.
"Technical Efficiency in the Angolan Banking Sector with the B-convexity Model,"
South African Journal of Economics, Economic Society of South Africa, vol. 82(3), pages 443-454, September.
- Carlos Barros & Qi Liang & Nicolas Peypoch, 2012. "Technical Efficiency in the Angolan Banking Sector with the B-convexity model," CEsA Working Papers 101, CEsA - Centre for African and Development Studies.
- A. George Assaf & Carlos Barros & Ade Ibiwoye, 2010. "Performance assessment of Nigerian banks pre and post consolidation: evidence from a Bayesian approach," The Service Industries Journal, Taylor & Francis Journals, vol. 32(2), pages 215-229, August.
- Ariff, Mohamed & Can, Luc, 2008. "Cost and profit efficiency of Chinese banks: A non-parametric analysis," China Economic Review, Elsevier, vol. 19(2), pages 260-273, June.
- Catarina Figueira & J. G. Nellis & David Parker, 2006. "Does ownership affect the efficiency of african banks?," Journal of Developing Areas, Tennessee State University, College of Business, vol. 40(1), pages 37-62, September.
- Aly, Hassan Y, et al, 1990. "Technical, Scale, and Allocative Efficiencies in U.S. Banking: An Empirical Investigation," The Review of Economics and Statistics, MIT Press, vol. 72(2), pages 211-218, May.
- Fukuyama, Hirofumi & Weber, William L., 2009. "A directional slacks-based measure of technical inefficiency," Socio-Economic Planning Sciences, Elsevier, vol. 43(4), pages 274-287, December.
- Tanaka, Hideo & Hayashi, Isao & Watada, Junzo, 1989. "Possibilistic linear regression analysis for fuzzy data," European Journal of Operational Research, Elsevier, vol. 40(3), pages 389-396, June.
- HATAMI-MARBINI, Adel & SAATI, Saber & TAVANA, Madjid, 2011. "Data envelopment analysis with fuzzy parameters: an interactive approach," LIDAM Reprints CORE 2329, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- William W. Cooper & Kyung Sam Park & Gang Yu, 1999. "IDEA and AR-IDEA: Models for Dealing with Imprecise Data in DEA," Management Science, INFORMS, vol. 45(4), pages 597-607, April.
- Wang, Wei-Kang & Lu, Wen-Min & Tsai, Chia-Jen, 2011. "The relationship between airline performance and corporate governance amongst US Listed companies," Journal of Air Transport Management, Elsevier, vol. 17(2), pages 148-152.
- 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.
- Fadzlan Sufian, 2010. "The impact of the Asian financial crisis on bank efficiency: The 1997 experience of Malaysia and Thailand," Journal of International Development, John Wiley & Sons, Ltd., vol. 22(7), pages 866-889.
- Chen, Yu-Chuan & Chiu, Yung-Ho & Huang, Chin-Wei & Tu, Chien Heng, 2013. "The analysis of bank business performance and market risk—Applying Fuzzy DEA," Economic Modelling, Elsevier, vol. 32(C), pages 225-232.
- H Fukuyama & W L Weber, 2009. "Estimating indirect allocative inefficiency and productivity change," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 60(11), pages 1594-1608, November.
- Hundanol Atnafu Kebede & Wassie Berhanu, 2013. "How Efficient Are the Ethiopian Microfinance Institutions in Extending Financial Services to the Poor? A Comparison with the Commercial Banks," Journal of African Economies, Centre for the Study of African Economies, vol. 22(1), pages 112-135, January.
- HATAMI-MARBINI, Adel & TAVANA, Madjid & SAATI, Saber & AGRELL, Per J., 2013. "Positive and normative use of fuzzy DEA-BCC models: a critical view on NATO enlargement," LIDAM Reprints CORE 2475, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Chen, Xiaogang & Skully, Michael & Brown, Kym, 2005. "Banking efficiency in China: Application of DEA to pre- and post-deregulation eras: 1993-2000," China Economic Review, Elsevier, vol. 16(3), pages 229-245.
- Despotis, Dimitris K. & Smirlis, Yiannis G., 2002. "Data envelopment analysis with imprecise data," European Journal of Operational Research, Elsevier, vol. 140(1), pages 24-36, July.
- 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).
- Yves Croissant & Giovanni Millo, 2008. "Panel Data Econometrics in R : The plm Package," Post-Print hal-01245304, HAL.
- Fethi, Meryem Duygun & Pasiouras, Fotios, 2010. "Assessing bank efficiency and performance with operational research and artificial intelligence techniques: A survey," European Journal of Operational Research, Elsevier, vol. 204(2), pages 189-198, July.
- Sealey, Calvin W, Jr & Lindley, James T, 1977. "Inputs, Outputs, and a Theory of Production and Cost at Depository Financial Institutions," Journal of Finance, American Finance Association, vol. 32(4), pages 1251-1266, September.
- William W. Cooper & Lawrence M. Seiford & Kaoru Tone, 2007. "Data Envelopment Analysis," Springer Books, Springer, edition 0, number 978-0-387-45283-8, June.
- C Kao & S-Tai Liu, 2000. "Data envelopment analysis with missing data: an application to University libraries in Taiwan," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 51(8), pages 897-905, August.
- Carlos Pestana Barros & Nicolas Peypoch & Jonathan Williams, 2010. "A note on productivity change in European cooperative banks: the Luenberger indicator approach," International Review of Applied Economics, Taylor & Francis Journals, vol. 24(2), pages 137-147.
- Sylvanus I. Ikhide, 2008. "Measuring The Operational Efficiency Of Commercial Banks In Namibia," South African Journal of Economics, Economic Society of South Africa, vol. 76(4), pages 586-595, December.
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.- Wanke, Peter & Maredza, Andrew & Gupta, Rangan, 2017.
"Merger and acquisitions in South African banking: A network DEA model,"
Research in International Business and Finance, Elsevier, vol. 41(C), pages 362-376.
- Peter Wanke & Andrew Maredza & Rangan Gupta, 2016. "Merger and Acquisitions in South African Banking: A Network DEA Model," Working Papers 201665, University of Pretoria, Department of Economics.
- Wanke, Peter & Barros, Carlos P. & Faria, João R., 2015. "Financial distress drivers in Brazilian banks: A dynamic slacks approach," European Journal of Operational Research, Elsevier, vol. 240(1), pages 258-268.
- Carlos P. Barros & Qi Bin Liang & Nicolas Peypoch, 2014.
"Technical Efficiency in the Angolan Banking Sector with the B-convexity Model,"
South African Journal of Economics, Economic Society of South Africa, vol. 82(3), pages 443-454, September.
- Carlos Barros & Qi Liang & Nicolas Peypoch, 2012. "Technical Efficiency in the Angolan Banking Sector with the B-convexity model," CEsA Working Papers 101, CEsA - Centre for African and Development Studies.
- Chen, Zhongfei & Matousek, Roman & Wanke, Peter, 2018. "Chinese bank efficiency during the global financial crisis: A combined approach using satisficing DEA and Support Vector Machines☆," The North American Journal of Economics and Finance, Elsevier, vol. 43(C), pages 71-86.
- Peter Wanke & Carlos Barros & Nkanga Pedro João Macanda, 2016. "Predicting Efficiency in Angolan Banks: A Two-Stage TOPSIS and Neural Networks Approach," South African Journal of Economics, Economic Society of South Africa, vol. 84(3), pages 461-483, September.
- Wanke, Peter & Barros, Carlos Pestana, 2016. "Efficiency drivers in Brazilian insurance: A two-stage DEA meta frontier-data mining approach," Economic Modelling, Elsevier, vol. 53(C), pages 8-22.
- Mai, Nhat Chi, 2015. "Efficiency of the banking system in Vietnam under financial liberalization," OSF Preprints qsf6d, Center for Open Science.
- Li, Yang, 2020. "Analyzing efficiencies of city commercial banks in China: An application of the bootstrapped DEA approach," Pacific-Basin Finance Journal, Elsevier, vol. 62(C).
- Fukuyama, Hirofumi & Matousek, Roman, 2018. "Nerlovian revenue inefficiency in a bank production context: Evidence from Shinkin banks," European Journal of Operational Research, Elsevier, vol. 271(1), pages 317-330.
- 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.
- George E. Halkos & Roman Matousek & Nickolaos G. 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.
- Barros, Carlos Pestana & Wanke, Peter, 2014. "Banking efficiency in Brazil," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 28(C), pages 54-65.
- Chen, Yu-Chuan & Chiu, Yung-Ho & Huang, Chin-Wei & Tu, Chien Heng, 2013. "The analysis of bank business performance and market risk—Applying Fuzzy DEA," Economic Modelling, Elsevier, vol. 32(C), pages 225-232.
- Roland Banya & Nicholas Biekpe, 2018. "Banking efficiency and its determinants in selected frontier african markets," Economic Change and Restructuring, Springer, vol. 51(1), pages 69-95, February.
- Coert Erasmus, 2014. "An Empirical Study of Bank Efficiency in South Africa Using the Standard and Alternative Approaches to Data Envelopment Analysis (DEA)," Journal of Economics and Behavioral Studies, AMH International, vol. 6(4), pages 310-317.
- Natalya Zelenyuk & Valentin Zelenyuk, 2015. "Productivity Drivers of Efficiency in Banking: Importance of Model Specifications," CEPA Working Papers Series WP082015, School of Economics, University of Queensland, Australia.
- Wanke, Peter & Barros, C.P. & Nwaogbe, Obioma R., 2016. "Assessing productive efficiency in Nigerian airports using Fuzzy-DEA," Transport Policy, Elsevier, vol. 49(C), pages 9-19.
- Carlos Pestana Barros & Emanuel Reis Leão & Nkanga Pedro João Macanda & Zorro Mendes, 2016. "A Bayesian Efficiency Analysis of Angolan Banks," South African Journal of Economics, Economic Society of South Africa, vol. 84(3), pages 484-498, September.
- Johann Burgstaller, 2020. "Retail‐bank efficiency: Nonstandard goals and environmental determinants," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 91(2), pages 269-301, June.
- Fukuyama, Hirofumi & Matousek, Roman, 2011. "Efficiency of Turkish banking: Two-stage network system. Variable returns to scale model," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 21(1), pages 75-91, February.
More about this item
Keywords
Data Envelopment Analysis; Mozambique; Fuzzy-DEA; Banking efficiency; Bootstrapped regression;All these keywords.
Statistics
Access and download statisticsCorrections
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:eee:ejores:v:249:y:2016:i:1:p:378-389. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/eor .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.