Aiello, Francesco and Bonanno, Graziella (2014): On the Sources of Heterogeneity in Banking Efficiency Literature.
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Abstract
This study reviews the empirical literature on banking efficiency by conducting a metaregression analysis. The metadataset consists of 1,661 observations retrieved from 120 papers published over the period 20002014. While the role of studydesign and methodspeciﬁc characteristics of primary studies is evaluated, a focus concerns regulation in banking. Results are fourfold. Firstly, parametric methods always yield lower levels of banking efficiency than nonparametric studies. Secondly, banking efficiency is high in studies using the value added approach instead of the intermediation method. Thirdly, efficiency scores also depend on the ranking journals and on the number of observations and variables used in the primary papers. Finally regulation matters: primary papers focusing on countries with a liberalized banking industry provide high values of efficiency scores.
Item Type:  MPRA Paper 

Original Title:  On the Sources of Heterogeneity in Banking Efficiency Literature 
Language:  English 
Keywords:  Banking, Frontier Models, Efficiency, Metaanalysis, Regulation, Study design 
Subjects:  C  Mathematical and Quantitative Methods > C1  Econometric and Statistical Methods and Methodology: General > C13  Estimation: General C  Mathematical and Quantitative Methods > C1  Econometric and Statistical Methods and Methodology: General > C14  Semiparametric and Nonparametric Methods: General C  Mathematical and Quantitative Methods > C8  Data Collection and Data Estimation Methodology ; Computer Programs > C80  General D  Microeconomics > D2  Production and Organizations > D23  Organizational Behavior ; Transaction Costs ; Property Rights G  Financial Economics > G2  Financial Institutions and Services > G21  Banks ; Depository Institutions ; Micro Finance Institutions ; Mortgages G  Financial Economics > G2  Financial Institutions and Services > G28  Government Policy and Regulation K  Law and Economics > K2  Regulation and Business Law > K20  General L  Industrial Organization > L2  Firm Objectives, Organization, and Behavior > L25  Firm Performance: Size, Diversification, and Scope 
Item ID:  68306 
Depositing User:  Aiello Francesco 
Date Deposited:  10 Dec 2015 12:13 
Last Modified:  02 Aug 2020 09:45 
References:  AbRahim R., MdNor N.G., Ramlee S., Ubaidillah N.Z. (2012) “Determinants of Cost Efficiency in Malaysian Banking”, International Journal of Business and Society, Vol. 13, N. 3, pp. 355374 Abreu M., de Groot H.L.F., Florax R.J.G.M. (2005) “A MetaAnalysis of BetaConvergence: the Legendary TwoPercent”, Discussion Papers, Tinbergen Institute Aiello F., Bonanno G. (2013) “Profit and Cost Efficiency in the Italian Banking Industry (20062011)”, Economics and Business Letters, Vol.2, N. 4, pp. 190205 Aigner D., Lovell C.K., Schmidt P. (1977) “Formulation and Estimation of Stochastic Frontier Production Function Models”, Journal of Econometrics, Vol. 6, pp. 2137 Akhigbe A., McNulty J.E. (2003) “The Profit Efficiency of Small U.S. Commercial Banks”, Journal of Banking and Finance, Vol. 27, pp. 307325 Akhigbe A., Stevenson B.A. (2010) “Profit Efficiency in U.S. BHCs: Effects of Increasing nonTraditional Revenue Sources”, The Quarterly Review of Economics and Finance, Vol. 50, pp. 132140 Al Sharkas A.A., Hassan M.K., Lawrence S. (2008) “The Impact of Mergers and Acquisitions on the Efficiency of the US Banking Industry: Further Evidence”, Journal of Business Finance and Accounting, Vol. 35, pp. 5070 Altunbaş Y., Gardener E. P. M., Molyneux P., Moore B. (2001) “Efficiency in European Banking”, European Economic Review, Vol. 45, pp. 19311955 Altunbaş Y., Liu M.H., Molyneux P., Seth R. (2000) “Efficiency and Risk in Japanese Banking”, Journal of Banking and Finance, Vol. 24, pp. 16051628 Andrieş A.M., Căpraru B. (2012) “Impact of European Integration on Bank Efficiency”, Procedia  Social and Behavioral Sciences, Vol. 58, pp. 587595 Ataullah A., Cockerill T., Le H. (2004) “Financial Liberalization and Bank Efficiency: a Comparative Analysis of India and Pakistan”, Applied Economics, Vol. 36, pp. 19151924 Avkiran N.K. (2009) “Removing the Impact of Environment with UnitsInvariant Efficient Frontier Analysis: an Illustrative Case Study with Intertemporal Panel Data”, Omega, Vol. 37, pp. 535544 Bader M.K.I., Mohamad S., Hassan T. (2008) “Cost, Revenue and Profit Efficiency of Islamic versus Conventional Banks: International Evidence using Data Envelopment Analysis”, Islamic Economic Studies, Vol. 15, N. 2, pp.2376 Barra C., Destefanis C., Lubrano Lavadera G. (2011) “Risk Regulation: the Efficiency of Italian Cooperative Banks”, Centre for Studies in Economics and Finance, University of Naples, WP N. 290 Barth J.R., Caprio G., Levine R. (2004) “Bank Regulation and Supervision: What Works Best?”, Journal of Financial Intermediation, Vol. 13, N. 2, pp. 205248. Barth J.R., Caprio G., Levine R. (2006) Rethinking Bank Regulation: Till Angels Govern, Cambridge University Press, Cambridge Barth J.R., Caprio G., Levine R. (2008) “Bank Regulations are Changing: for Better or Worse?”, Comparative Economic Studies, Vol. 50, pp. 537563 Barth J.R., Lin C., Ma Y., Seade J., Song F.M. (2013) “Do Bank Regulation, Supervision and Monitoring Enhance or Impede Bank Efficiency?”, Journal of Banking and Finance, Vol. 37, pp. 28792892 Battaglia F., Farina V., Fiordelisi F., Ricci O. (2010) “The Efficiency of Cooperative Banks: the Impact of Environmental Economic Conditions”, Applied Financial Economics, Vol. 20, N. 17, pp. 13631376 Battese G. E., Coelli T. J. (1995) “A Model for Technical Inefficiency Effects in a Stochastic Frontier Production Function for Panel Data”, Empirical Economics, Vol. 20, N. 2, pp. 325332 Battese G. E., Coelli T. J., Rao D. S. P., O’Donnell C. J. (2005) An Introduction to Efficiency and Productivity Analysis, Springer, New York Beccalli E., Casu B., Girandone C., (2006) “Efficiency and Stock Performance in European Banking”, Journal of Business Finance & Accounting, Vol. 33, N. 12, pp. 245262 Behr A. (2010) “Quantile Regression for Robust Bank Efficiency Score Estimation”, European Journal of Operational Research, Vol. 200, pp. 568581 Behr A., Tente, S., (2008) “Stochastic Frontier Analysis by Means of Maximum Likelihood and Method of Moments”, Deutsche Bundesbank – Banking and Financial Studies, Discussion Paper N. 19 van den Bergh J., Button K.J. (1997) “MetaAnalysis of Environmental Issues in Regional Urban and Transport Economics”, Urban Studies, Vol. 34, N. 56, pp. 927944 Berger A.N. (2007) “International Comparisons of Banking Efficiency”, Financial Markets, Institutions and Instruments, Vol. 16, N. 3, pp. 119144 Berger A.N., Hasan I., Zhou M. (2009) “Bank Ownership and Efficiency in China: What will Happen in the World’s Largest Nation?”, Journal of Banking and Finance, Vol. 33, pp. 113130 Berger A.N., Humphrey D.B. (1992) Measurement and Efficiency Issues in Commercial Banking, in Griliches Z. (ed.), Output Measurement in the Service Sectors, University of Chicago Press Berger A.N., Humphrey D.B. (1997) “Efficiency of Financial Institutions: International Survey and Directions for Future Research”, European Journal of Operation Research, Vol. 98, pp. 175212 Berger A.N., Bonaccorsi di Patti E. (2006) “Capital structure and firm performance: A new approach to testing agency theory and an application to the banking industry”, Journal of Banking and Finance, Vol. 30, N. 4, pp. 10651102 Bokpin G.A. (2013) “Ownership Structure, Corporate Governance and Bank Efficiency: an Empirical Analysis of Panel Data from the Banking Industry in Ghana", Corporate Governance, Vol. 13, N. 3, pp. 274287 Bonin J.P., Hasan I., Wachtel P. (2005) “Bank Performance, Efficiency and Ownership in Transition, Journal of Banking and Finance, Vol. 29, N. 1, pp. 3153 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, Vol. 195, N. 1, pp. 251261 Bos J.W.B., Kolari J.W. (2005) “Large Bank Efficiency in Europe and the United States: are there Economic Motivations for Geographic Expansion in Financial Services?”, The Journal of Business, Vol. 78, N. 4, pp. 15551592 BravoUreta B.E., Solìs D., Moreira Lopez V.H. , Maripani J. F., Thiam A., Rivas E. T., (2007), “Technical efficiency in farming: a metaregression analysis”, Journal of Productivity Analysis, Vol. 27, pp. 5772 Brons M., Nijkamp P., Pels E. Rietveld P., (2005) “Efficiency of Urban Public Transit: A Meta Analysis”, Transportation, Vol. 32, pp. 121 Bumann S., Hemres N., Lensink R. (2013) “Financial Liberalization and Economic Growth: a MetaAnalysis”, Journal of International Money and Finance, Vol. 33, pp. 255281 Canhoto A., Dermine J. (2003) “A Note on Banking Efficiency in Portugal, New vs Old Banks”, Journal of Banking and Finance, Vol. 27, pp. 20872098 Carbo S., Gardener E.P.M., Williams J. (2002) “Efficiency in Banking: Empirical Evidence from the Savings Banks Sector”, Manchester School, Vol. 70, N. 2, pp 204228 Card D., Krueger A.B. (1995) “TimeSeries MinimumWage Studies: a MetaAnalysis”, The American Economic Review, Vol. 85, N. 2, pp. 238243 Card D.E., Kluve J., Weber A.M. (2010) “Active Labor Market Policy Evaluations: a MetaAnalysis”, The Economic Journal, Vol. 120, N. 548, pp. F452F477 Casu B., Girardone C. (2004) “Large Banks’ Efficiency in the Single European Market”, The Service Industries Journal, Vol. 24, N. 6, pp. 129142 Casu B., Girardone C. (2010) “Integration and Efficiency Convergence in EU Banking Markets”, Omega, Vol. 38, pp. 260267 Casu B., Molyneux P. (2003) “A Comparative Study of Efficiency in European Banking”, Applied Economics, Vol. 35, N. 17, pp. 18651876 Cavallo L., Rossi S. (2002) “Do Environmental Variables Affect the Performance and Technical Efficiency of the European Banking System? A Stochastic Frontier Approach”, European Journal of Finance, Vol. 8, pp. 123146 Chen C. (2009) “Bank Efficiency in SubSaharan African MiddleIncome Countries”, International Monetary Fund, WP 09/14 Chen K.H., Yang H.Y. (2011) “A CrossCountry Comparison of productivity growth using the Generalised Metafrontier Malmquist Productivity Index: with Application to Banking Industries in Taiwan and China”, Journal of Productivity Analysis, Vol. 35, N. 3, pp. 197212 Chen T. (2002) “A Comparison of ChanceConstrained DEA and Stochastic Frontier Analysis: Bank Efficiency in Taiwan”, The Journal of Operational Research Society, Vol. 53, pp. 492500 Chetty R., Guren A., Manoli D., Weber A. (2011) “Does Indivisible Labor Explain the Difference Between Micro and Macro Elasticities? A MetaAnalysis of Extensive Margin Elasticities”, The National Bureau of Economic Research, WP N. 16729 Chiu Y.H., Chen Y.C. (2009) “The Analysis of Taiwanese Bank Efficiency: Incorporating both External Environment Risk and Internal Risk”, Economic Modelling, Vol. 26, pp. 456463 Chortareas G.E., Garza‐Garcia J.G., Girardone C. (2011) “Banking Sector Performance in Latin America: Market Power versus Efficiency”, Review of Development Economics, Vol. 15, N. 2, pp. 307325 Chortareas G.E., Girardone C., Ventouri A. (2012) “Bank Supervision, Regulation, and Efficiency: Evidence from the European Union”, Journal of Financial Stability, Vol. 8, pp. 292302 Christopoulos D.K., Tsionas E.G. (2001) “Banking Economic Efficiency in the Deregulation Period: Results from Heteroschedastic Stochastic Frontier Models”, The Manchester School, Vol. 69, N. 6, pp. 656676 Cipollina M., Salvatici L. (2010) “Reciprocal Trade Agreements in Gravity Models: a MetaAnalysis”, Review of International Economics, Vol. 18, N. 1, pp. 6380 Coelli T.J. (1995) “Recent Developments in Frontier Modelling and Efficiency Measurement”, Australian Journal of Agricultural and Resource Economics, Vol. 39, N. 3, pp 219245 Coelli T., Perelman S. (1999) “A Comparison of Parametric and Nonparametric Distance Functions: with Application to European Railways”, European Journal of Operational Research, Vol. 117, N. 2, pp. 326339 Cuesta R.A., Orea L. (2002) “Mergers and Technical Efficiency in Spanish Savings Banks: a Stochastic Distance Function Approach”, Journal of Banking and Finance, Vol. 26, pp. 22312247 Daley J., Matthews K., Zhang T. (2013) “PostCrisis Cost Efficiency of Jamaican Banks”, Applied Financial Economics, Vol. 23, N. 20, pp. 15991607 Delis M.D., Tsionas E.G. (2009) “The Joint Estimation of BankLevel Market Power and Efficiency”, Journal of Banking and Finance, Vol. 33, pp. 18421850 Dietsch M., LozanoVivas A. (2000) “How the Environment Determines Banking Efficiency: a Comparison between French and Spanish Industries”, Journal of Banking and Finance, Vol. 24, pp. 9851004 Disdier A. C., Head K. (2008) “The Puzzling Persistence of the Distance Effect on Bilateral Trade”, The Review of Economics and Statistics, MIT Press, Vol. 90, N. 1, pp. 3748 Doucouliagos H., Paldam M. (2009) “The Aid Effectiveness Literature: the Sad Results of 40 Years of Research”, Journal of Economic Surveys, Vol. 23, N. 3, pp. 433461 Doucouliagos H., Stanley T.D. (2009) “Publication Selection Bias in MinimumWage Research? A MetaRegression Analysis”, British Journal of Industrial Relations, Vol. 47, N. 2, pp. 406428 Drake L., Hall M.J.B. (2003) “Efficiency in Japanese Banking: an Empirical Analysis”, Journal of Banking and Finance, Vol. 27, pp. 891917 Égert B., Halpern L. (2006) “Equilibrium Exchange Rates in Central and Eastern Europe: a MetaRegression Analysis”, Journal of Banking and Finance, Vol. 30, pp. 13591374 Egger M., Davey S.G., Schneider M., Minder C. (1997) “Bias in MetaAnalysis Detected by a Simple, Graphical Test”, British Medical Journal, Vol. 315, N. 7109, pp. 629634 Ekanayake S.A.B., Jayasuriya S.K. (1987) “Measurement of Firm Specific Technical Efficiency: a Comparison of Methods”, Journal of Agricultural Economics, Vol.38, pp. 115122 Esho N. (2001) “The Determinants of Cost Efficiency in Cooperative Financial Institutions: Australian Evidence”, Journal of Banking and Finance, Vol. 25, pp. 941964 Espey M., Espey J., Shaw W.D. (1997) “Price Elasticity of Residential Demand for Water: a MetaAnalysis”, Water Resources Research, Vol. 33, N. 6, pp. 13691374 Fang Y., Hasan I., Marton K. (2011) “Bank Efficiency in Transition Economies: Recent Evidence from SouthEastern Europe”, Bank of Finland Research, WP N. 5 Farrel M. J. (1957) “The Measurement of Productive Efficiency”, Journal of Royal Statistical Society, Vol. 120, N. 3, pp. 253290 Feld L.P., Heckemeyer J.H. (2011) “FDI and Taxation: a Meta‐Study”, Journal of Economic Surveys, Vol. 25, N. 2, pp. 233272 Feld L.P., Heckemeyer J.H., Overesch M. (2011) “Capital Structure Choice and Company Taxation: a MetaStudy”, Journal of Banking and Finance, Vol. 37, pp. 28502866 Ferrier G.D., Lovell C.K. (1990) “Measuring Cost Efficiency in Banking: Econometric and Linear Programming Evidence”, Journal of Econometrics, Vol. 46, N. 12, pp. 229245 Fethi M.D., Pasourias F. (2010) “Assessing Bank Efficiency and Performance with Operational Research and Artificial Intelligence Techniques: a Survey”, European Journal of Operational Research, Vol. 204, pp. 189198 Fiordelisi F., MarquesIbanez D., Molyneux P. (2011) “Efficiency and Risk in European Banking”, Journal of Banking and Finance, Vol. 35, N. 5, pp. 13151326 Fontani, A., Vitali, L. (2007) “L’efficienza di costo dei gruppi bancari italiani: un’analisi mediante frontiera stocastica”, Department of Economics and Business, Luiss, Roma Fries S., Taci A. (2009) “Cost Efficiency of Banks in Transition: Evidence from 289 Banks in 15 PostCommunist Countries”, Journal of Banking and Finance, Vol. 29, pp. 5581 Fuentes R., Vergara M. (2007) “Is Ownership Structure a Determinant of Bank Efficiency?”, Central Bank of Chile, WP N. 456 Giordano L., Lopes A. (2006) Preferenza al rischio e qualità degli impieghi come determinanti dell'efficienza del sistema bancario italiano, in Giannola A. (ed.) Riforme istituzionali e mutamento strutturale. Mercati, imprese e istituzioni in un sistema dualistico, Carocci Editore, Roma Giordano L., Lopes A. (2012) Le banche italiane tra consolidamento e recuperi di efficienza (19982008). Una promessa mantenuta?, in Giannola A., Lopes A., Sarno D. (ed.) I problemi dello sviluppo economico e del suo finanziamento nelle aree deboli, Carocci Editore, Roma Girardone C., Molyneux P., Gardener E.P.M. (2004) “Analysing the Determinants of Bank Efficiency: the Case of Italian Banks”, Applied Economics, Vol. 36, N. 3, pp. 215227 Glass G.V. (1976) “Primary, Secondary, and MetaAnalysis of Research”, Educational Researcher, Vol. 5, pp. 38 Glass G.V., McGaw B., Smith M.L. (1981) MetaAnalysis in Social Research, Sage Publications, Beverly Hills Glass J.C., McKillop D.G., Quinn B., Wilson J. (2014) “Cooperative Bank Efficiency in Japan: a Parametric Distance Function Analysis”, The European Journal of Finance, Vol. 20, N. 3, pp. 291317 Goddard J., Molyneux P., Williams J. (2014) “Dealing with CrossFirm Heterogeneity in Bank Efficiency Estimates: some Evidence from Latin America”, Journal of Banking and Finance, Vol. 40, pp. 130142 Gordo G.M. (2013) “Estimating Philippine Bank Efficiencies using Frontier Analysis”, Philippine Management Review, Vol. 20, pp. 1736 Gorton G., Winton A. (1995) “Bank Capital Regulation in General Equilibrium”, NBER, WP N. 5244 Greene W.H. (1993) The econometric approach to efficiency analysis. In: Fried H.O., Lovell C.A.K., Schmidt S.S. (Eds.), The Measurement of Productive Efficiency: Techniques and Applications. Oxford University Press, Oxford, pp. 68119 Guzmán I., Reverte C. (2008) “Productivity and Efficiency Change and Shareholder Value: Evidence from the Spanish Banking Sector, Applied Economics, Vol. 40, N. 15, pp. 20372044 Gwartnwy J., Lawson R., Hall J. (2014) “Economic Freedom of the World: 2014 Annual Report”, FRASER Institute Hahn F.R. (2007) “Environmental Determinants of Banking Efficiency in Austria”, Empirica, Vol. 34, pp. 231245 Halkos G.E., Salamouris D.S. (2004) “Efficiency Measurement of the Greek Commercial Banks with the Use of Financial Ratios: a Data Envelopment Analysis Approach”, Management Accounting Research, Vol. 15, pp. 201224 Halkos G.E., Tzeremes N.G. (2013) “Estimating the Degree of Operating Efficiency Gains from a Potential Bank Merger and Acquisition: a DEA Bootstrapped Approach”, Journal of Banking and Finance, Vol. 37, pp. 16581668 Hao J., Hunter W.C., Yang W.K. (2001) “Deregulation and Efficiency: the Case of Private Korean Banks”, Journal of Economics and Business, Vol. 53, pp. 237254 Harbord R.M., Higgins J.P.T. (2008) “MetaRegression in Stata”, The Stata Journal, Vol. 8, N. 4, pp. 493519 Hasan M.Z., Kamil A.A., Mustafa A., Baten M.A. (2012) “A Cobb Douglas Stochastic Frontier Model on Measuring Domestic Bank Efficiency in Malaysia”, PLoS ONE, Vol. 7, N. 8 Havránek T., Irošvá Z. (2010) “Measuring Bank Efficiency: a MetaRegression Analysis”, Prague Economic Papers, Vol.4, pp. 307328 Havránek T., Irošvá Z. (2011) “Bank Efficiency in Transitional Countries: Sensitivity to Stochastic Frontier Design”, Transition Studies Review, Vol. 18, N. 2, pp. 230270 Havránek T., Iršová Z., Janda K. (2012) “Demand for Gasoline is More PriceInelastic than Commonly Thought”, Energy Economics, Vol. 34, N. 1, pp. 201207 Havrylchyk O. (2006) “Efficiency of the Polish Banking Industry: Foreign versus Domestic Banks”, Journal of Banking and Finance, Vol. 30, pp. 19751996 Hedges L.V., Olkin I. (1985) Statistical Methods for MetaAnalysis, Academic Press, Orlando Hedges L.V., Pigott T.D. (2001) “The Power of Statistical Tests in MetaAnalysis”, Psychological Methods, Vol. 6, N. 3, pp. 203217 Higgins J.P.T., Thompson S.G. (2004) “Controlling the Risk of Spurious Findings from MetaRegression”, Statistics in Medicine, Vol. 23, pp. 16631682 Holod D., Lewis H.F. (2011) “Resolving the Deposit Dilemma: a New DEA Bank Efficiency Model”, Journal of Banking and Finance, Vol. 35, pp. 28012810 Hovakimian A., Kane E.J. (2000) “Effectiveness of Capital Regulation at U.S. Commercial Banks, 1985 to 1994”, The Journal of Finance, Vol. 55, pp. 451468 Huang T.H., Chiang L.C., Chen K.C. (2011) “An Empirical Study of Bank Efficiencies and Technology Gaps in European Banking”, The Manchester School, Vol. 79, N. 4, pp. 839860 Huang M.Y., Fu T.T. (2013) “An Examination of the Cost Efficiency of Banks in Taiwan and China using the Metafrontier Cost Function”, Journal of Productivity Analysis, Vol. 40, N. 3, pp. 387406 Huang T.H., Wang MH. (2002) “Comparison of Economic Efficiency Estimation Methods: Parametric and Nonparametric Techniques”, The Manchester School, Vol. 70, pp. 682709 Huang T.H., Wang MH. (2003) “Estimation of Technical and Allocative Inefficiency using Fourier Flexible Cost Frontiers for Taiwan’s Banking Industry”, The Manchester School, Vol. 71, N. 3, pp. 341362 Huizinga H.P., Nelissen J.H.M. Vennet R.V. (2001) “Efficiency Effect of Bank Mergers and Acquisitions in Europe”, Tinbergen Insitutite, Discussion Paper, Vol. 88, N. 3 Isik I. (2008) “Productivity, Technology and Efficiency of de novo Banks: a Counter Evidence from Turkey”, Journal of Multinational Financial Management, Vol. 18, pp. 427442 Isik I., Hassan M.K. (2002) “Cost and Profit Efficiency of the Turkish Banking Industry: an Empirical Investigation”, The Financial Review, Vol. 37, N. 2, pp. 257279 Jalilian H., Kirkpatrick C., Parker D. (2007) “The Impact of Regulation in Developing Countries: a Cross Sectional Analysis”, World Development, Vol. 35, N. 1, pp. 87103 Jarrell S.B., Stanley T.D. (1990) “A MetaAnalysis of the UnionNonunion Wage Gap”, Industrial and Labor Relations Review, Vol. 44, N. 1, pp. 5467 Jeppesen T., List J.A., Folmer H. (2002) “Environmental Regulations and New Plant Location Decisions: Evidence from a MetaAnalysis”, Journal of Regional Science, Vol. 42, N. 1, pp. 1949 Jiang C., Yao S., Zhang Z. (2009) “The Effects of Governance Changes on Bank Efficiency in China: a Stochastic Distance Function Approach”, China Economic Review, Vol. 20, pp. 717731 Jimborean R., Brack E. (2010) “The CostEfficiency of French Banks”, MPRA, WP N. 23471 Kablan S. (2010) “Banking Efficiency and Financial Development in SubSaharan Africa”, International Monetary Fund, WP N. 10/136 Kasman A., Yildirim C. (2006) “Cost and Profit Efficiencies in Transition Banking: the Case of New EU Members”, Applied Economics, Vol. 38, pp. 10791090 Koetter M. (2006) “Measurement Matters. Alternative Input Price Proxies for Bank Efficiency Analyses”, Journal of Financial Services Research, Vol. 30, N. 2, pp. 199227 Koetter M., Poghosyan T. (2009) “The Identification of Technology Regimes in Banking: Implications for the Market PowerFragility Nexus”, Journal of Banking and Finance, Vol. 33, pp. 14131422 Kohers T., Huang M.H., Kohers N. (2000) “Market Perception of Efficiency in Bank Holding Company Mergers: the Roles of the DEA and SFA Models in Capturing Merger Potential”, Review of Financial Economics, Vol. 9, pp. 101120 Kolawole O. (2009) “MetaAnalysis of Technical Efficiency in Nigerian Agriculture”, Contributed Paper for the International Association of Agricultural Economists Kosak M., Zoric J. (2011) “Accounting for Heterogeneity in CrossCountry Bank Efficiency Comparisons. The Case of New EU Member States”, Economics of Transition, Vol. 19, N. 3, pp. 473494 KoutsomanoliFilippaki A., Margaritis D., Staikouras C. (2009) “Efficiency and Productivity Growth in the Banking Industry of Central and Eastern Europe”, Journal of Banking and Finance, Vol. 33, pp. 557567 KoutsomanoliFilippaki A., Margaritis D., Staikouras C. (2012) “Profit Efficiency in the European Union Banking Industry: a Directional Technology Distance Function Approach”, Journal of Productivity Analysis, Vol. 37, pp. 277293 Kraft E., Hofler R., Payne J. (2006) “Privatization, Foreign Bank Entry and Bank Efficiency in Croatia: a Fourierflexible Function Stochastic Cost Frontier Analysis”, Applied Economics, Vol. 38, N. 17, pp. 20752088 Kumar S. (2013) “Banking Reforms and the Evolution of Cost Efficiency in Indian Public Sector Banks”, Economic Change and Restructuring, Vol. 46, pp. 143182 Kumar M., Arora P. (2010) “Bank Efficiency Measurement using Alternative Techniques of Frontier Analysis: Evidence from India”, AfroAsian Journal of Finance and Accounting, Vol. 2, N. 1, pp. 4069 Kumbhakar S.C., Lovell K.C.A. (2000) Stochastic Frontier Analysis, Cambridge University Press, Cambridge Kwan S.H. (2006) “The XEfficiency of Commercial Banks in Hong Kong”, Journal of Banking and Finance, Vol. 30, pp. 11271147 Kyj L., Isik I. (2008) “Bank xefficiency in Ukraine: An analysis of service characteristics and ownership”, Journal of Economics and Business, Vol. 60, pp.369393 Liadaki A., Gaganis C. (2010) “Efficiency and Stock Performance of EU Banks: is there a Relationship?”, Omega, Vol. 38, pp. 254259 Lin H.L., Tsao C.C., Yang C.H. (2009) “Bank Reforms, Competition and Efficiency in China’s Banking System: are Small City Bank Entrants more Efficient?”, China & World Economy, Vol. 17, N. 5, pp. 6887 LozanoVivas A., Kumbhakar S.C., Fethi M.D., Shaban M. (2011) “Consolidation in the European banking industry: how effective is it?”, Journal of Productivity Analysis, Vol. 36, pp. 247261 Luo X. (2003) “Evaluating the Profitability and Marketability Efficiency of Large Banks. An Application of Data Envelopment Analysis”, Journal of Business Research, Vol. 56, pp. 627635 Mamatzakis E., Staikouras C., KoutsomanoliFilippaki A. (2008) “Bank Efficiency in the New European Union Member States: is there Convergence?”, International Review of Financial Analysis, Vol. 17, pp. 11561172 Matthewes K. (2010) “Banking Efficiency in Emerging Market Economies”, Cardiff Business School, WP N. 12 Maudos J., Pastor J.M., Perez F. (2002) “Competition and Efficiency in the Spanish Banking Sector: the Importance of Specialization”, Applied Financial Economics, Vol. 12, pp. 505516 Maudos J., Pastor J.M., Perez F., Quesada J. (2002) “Cost and Profit Efficiency in European Banks”, Journal of International Financial Markets, Institutions and Money, Vol. 12, pp. 3358 Mghaieth A., El Mehdi I.K. (2014) “The determinants of cost/profit efficiency of Islamic banks before, during and after the crisis of 20072008 using SFA approach”, IPAG, WP N. 107 Mobarek A., Kolonov A. (2014) “Comparative Performance Analysis between Conventional and Islamic Banks: Empirical Evidence from OIC Countries”, Applied Economics, Vol. 46, N. 3, pp. 253270 Neal P. (2004) “XEfficiency and Productivity Change in Australian Banking”, Australian Economic Papers, Vol. 43, N. 2, pp. 174191 Nguyen K.H., Coelli T. (2009) “Quantifying the Effects of Modelling Choices on Hospital Efficiency Measures: a MetaRegression Analysis”, Centre for Efficiency and Productivity Analysis, WP N. 7 Oczkowski E., Doucouliagos H. (2014) “Wine Prices and Quality Ratings: a MetaRegression analysis”, American Journal of Agriculture Economics, Vol. 97, N. 1, pp. 103121 Odeck J., Bråthen S. (2012) “A MetaAnalysis of DEA and SFA Studies of the Technical Efficiency of Seaports: a Comparison of Fixed and RandomEffects Regression Models”, Transportation Research, Vol. 46 (A), pp. 15741585 Pagano M. (1993) “Financial Markets and Growth: an Overview”, European Economic Review, Vol. 37, N. 23, pp. 613622 Papadopoulos S., Karagiannis S. (2009) “New Evidence on Efficiency in Southern European Banking”, South East European Journal of Economics and Business, Vol. 4, N. 1, pp. 714 Paradi J.C., Zhu H. (2013) “A Survey on Bank Branch Efficiency and Performance Research with Data Envelopment Analysis”, Omega, Vol. 41, pp. 6179 Pasiouras F., Tanna S., Zopounidis C. (2009) “The Impact of Banking Regulations on Banks' Cost and Profit Efficiency: CrossCountry Evidence”, International Review of Financial Analysis, Vol. 18, pp. 294302 Poot J. (2012) “Learning from the Flood of Findings: MetaAnalysis in Economics”, National Institute of Demographic and Economic Analysis, The University of Waikato, New Zealand Prior D. (2003) “Long and ShortRun Nonparametric Cost Frontier Efficiency: an Application to Spanish Savings Banks”, Journal of Banking and Finance, Vol. 27, pp. 655671 Rajan R.G., Zingales L. (1998) “Financial Dependence and Growth”, The American Economic Review, Vol. 88, N. 3, pp. 559586 Ray S.C., Das A. (2010) “Distribution of Cost and Profit Efficiency: Evidence from Indian Banking”, European Journal of Operational Research, Vol. 201, pp. 297307 Resti A. (1997) “Evaluating the CostEfficiency of the Italian Banking System: what can be Learned from the Joint Application of Parametric and nonparametric Techniques”, Journal of Banking and Finance, Vol. 21, pp. 221250 Rochet J.C. (1992) “Capital Requirements and the Behaviour of Commercial Banks”, European Economic Review, Vol. 36, pp. 11371178 Rosenthal R. (1984) MetaAnalytic Procedures for Social Research, Sage Publications, Beverly Hills Schure P., Wagenvoortb R., O’Brien D. (2004) “The Efficiency and the Conduct of European Banks: Developments after 1992”, Review of Financial Economics, Vol. 13, pp. 371–396 Sealey C.W., Lindley J.T. (1977) “Input, Output and a Theory of Production and Cost at Depository Financial Institutions”, The Journal of Finance, Vol. 32, pp. 12511266 Shanmugam K.R., Das A. (2004) “Efficiency of Indian Commercial Banks during the Reform Period”, Applied Financial Economics, Vol. 14, pp. 681686 Shen Z., Liao H., WeymanJones T. (2009) “Cost Efficiency Analysis in Banking Industries of Ten Asian Countries and Regions”, Journal of Chinese Economic and Business Studies, Vol. 7, N. 2, pp. 199218 Srairi S.A. (2010) “Cost and Profit Efficiency of Conventional and Islamic Banks in GCC Countries”, Journal of Productivity Analysis, Vol. 34, pp. 4562 Stanley, T.D. (2001) “Wheat From Chaff: A MetaAnalysis as Quantitative Literature Review”, Journal of Economic Perspectives, Vol. 15, n° 3, pp. 131150 Stanley T.D. (2005) “Beyond Publication Bias”, Journal of Economic Surveys, Vol. 19, N. 3, pp. 309345 Stanley, T.D. (2008) “MetaRegression Methods for Detecting and Estimating Empirical Effects in the Presence of Publication Selection”, Oxford Bulletin of Economics and Statistics, Vol. 70, N. 1, pp. 103127 Stanley T.D., Doucouliagos H. (2014) “Better than Random: Weighted Least Squares MetaRegression Analysis”, Deakin University, School of Accounting, Economics, and Finance, Economics Series, WP N. 2013/2 Stanley T.D., Jarrell S.B. (1989) “MetaRegression Analysis: A Quantitative Method of Literature Surveys”, Journal of Economic Surveys, Vol. 3, N. 2, pp. 161170 Staub R.B., da Silva e Souza G., Tabak B.M. (2010) “Evolution of Bank Efficiency in Brazil: a DEA Approach”, European Journal of Operational Research, Vol. 202, pp. 204213 Sturm J.E., Williams B. (2010) “What Determines Differences in Foreign Bank Efficiency? Australian Evidence”, Journal of International Financial Markets, Institutions and Money, Vol. 20, pp. 284309 Sun L., Chan T.P. (2011) “A Comprehensive Analysis of the Effects of Risk Measures on Bank Efficiency: Evidence from Emerging Asian Countries”, Journal of Banking and Finance, Vol. 35, pp. 17271735 Tecles P.L., Tabak B.M. (2011) “Determinants of Bank Efficiency: the Case of Brazil”, European Journal of Operational Research, Vol. 207, pp. 15871598 Thiam A., BravoUreta B.E., Rivas T.E. (2001) “Technical Efficiency in Developing Country Agriculture: a MetaAnalysis” Agricultural Economics, Vol. 25, pp. 235243 Thompson S.G., Sharp S.J. (1999) “Explaining Heterogeneity in MetaAnalysis: a Comparison of Methods, Statistics in Medicine, Vol. 18, pp. 26932708 Thoraneenitiyan N., Avkiran N.K. (2009) “Measuring the Impact of Restructuring and CountrySpecific Factors on the Efficiency of PostCrisis East Asian Banking Systems: Integrating DEA with SFA”, SocioEconomic Planning Sciences, Vol. 43, pp. 240252 TortosaAusina E., GrifellTatje´ E., Armero C., Conesa D. (2008) “Sensitivity Analysis of Efficiency and Malmquist Productivity Indices: an Application to Spanish Savings Banks”, European Journal of Operational Research, Vol. 184, pp. 10621084 Turati G. (2008) La valutazione del grado di concorrenza nell’industria bancaria negli anni Novanta, in Cella G., Zago, A. (a cura di) Competitività ed efficienza dell’economia italiana: fattori sistemici e valutazioni quantitative, Il Mulino, Bologna Vu H., Turnell S. (2011) “Cost and Profit Efficiency of Australian Banks, and the Impact of the Global Financial Crisis”, Economic Record, Vol. 87, N. 279, pp. 525536 Weill L. (2003) “Banking Efficiency in Transition Economies. The Role of Foreign Ownership”, Economics of Transition, Vol. 11, N. 3, pp. 569592 Weill L. (2004) “Measuring Cost Efficiency in European Banking: a Comparison of Frontier Techniques”, Journal of Productivity Analysis, Vol. 21, n° 2, pp. 133152 Williams J. (2012) “Efficiency and Market Power in Latin American Banking”, Journal of Financial Stability, Vol. 8, pp. 263276 Williams J., Gardener E. (2003) “The Efficiency of European Regional Banking”, Regional Studies, Vol. 37, N.4, pp. 321330 Xiang D., Shamsuddin A., Worthington A.C. (2013) “The Differing Efficiency Experiences of Banks Leading up to the Global Financial Crisis: a Comparative Empirical Analysis from Australia, Canada and the UK”, Journal of Economics and Finance, pp. 120 Yamori N., Harimaya K., Kondo K. (2003) “Are Banks Affiliated with Bank Holding Companies more Efficient than Independent Banks? The Recent Experience Regarding Japanese Regional BHCs”, AsiaPacific Financial Markets, Vol. 10, pp. 359376 Yildirim H.S., Philippatos G.C. (2007) “Efficiency of Banks: Recent Evidence from the Transition Economies of Europe, 1993–2000”, The European Journal of Finance, Vol. 13, N. 2, pp. 123143 Yin H., Yang J., Mehran J. (2013) “An Empirical Study of Bank Efficiency in China after WTO Accession”, Global Finance Journal, Vol. 24, pp. 153170 Zhang J., Wang P., Qu B. (2012) “Bank Risk Taking, Efficiency and Law Enforcement: Evidence from Chinese City Commercial Banks”, China Economic Review, Vol. 23, pp. 284295 
URI:  https://mpra.ub.unimuenchen.de/id/eprint/68306 
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On the Sources of Heterogeneity in Banking Efficiency Literature. (deposited 17 Sep 2014 04:41)
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 On the Sources of Heterogeneity in Banking Efficiency Literature. (deposited 10 Dec 2015 07:04)