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Measuring efficiency at U.S. banks: accounting for heterogeneity is important

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  1. 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.
  2. Barros, Carlos Pestana & Williams, Jonathan, 2013. "The random parameters stochastic frontier cost function and the effectiveness of public policy: Evidence from bank restructuring in Mexico," International Review of Financial Analysis, Elsevier, vol. 30(C), pages 98-108.
  3. Levent Kutlu, 2022. "Spatial stochastic frontier model with endogenous weighting matrix," Empirical Economics, Springer, vol. 63(4), pages 1947-1968, October.
  4. Mountain, Dean C. & Thomas, Hugh, 1999. "Factor price misspecification in bank cost function estimation," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 9(2), pages 163-182, April.
  5. Goddard, John & Molyneux, Philip & Williams, Jonathan, 2014. "Dealing with cross-firm heterogeneity in bank efficiency estimates: Some evidence from Latin America," Journal of Banking & Finance, Elsevier, vol. 40(C), pages 130-142.
  6. Tu, Vo Hong & Kopp, Steven W. & Trang, Nguyen Thuy & Hong, Nguyen Bich & Yabe, Mitsuyasu, 2021. "Land accumulation: An option for improving technical and environmental efficiencies of rice production in the Vietnamese Mekong Delta," Land Use Policy, Elsevier, vol. 108(C).
  7. Mamatzakis, Emmanuel & Staikouras, Christos & Koutsomanoli-Filippaki, Anastasia, 2008. "Bank efficiency in the new European Union member states: Is there convergence?," International Review of Financial Analysis, Elsevier, vol. 17(5), pages 1156-1172, December.
  8. Sunil K. Mohanty & Hong‐Jen Lin & Eid A. Aljuhani & Hisham J. Bardesi, 2016. "Banking efficiency in Gulf Cooperation Council (GCC) countries: A comparative study," Review of Financial Economics, John Wiley & Sons, vol. 31(1), pages 99-107, November.
  9. Stefano Caiazza & Alberto Franco Pozzolo & Giovanni Trovato, 2016. "Bank efficiency measures, M&A decision and heterogeneity," Journal of Productivity Analysis, Springer, vol. 46(1), pages 25-41, August.
  10. Badunenko, Oleg & Kumbhakar, Subal C., 2016. "When, where and how to estimate persistent and transient efficiency in stochastic frontier panel data models," European Journal of Operational Research, Elsevier, vol. 255(1), pages 272-287.
  11. Sandrine Kablan & Ouidad Yousfi, 2015. "Performance of Islamic Banks across the World: An Empirical Analysis over the Period 2001-2008," International Journal of Empirical Finance, Research Academy of Social Sciences, vol. 4(1), pages 27-46.
  12. Barros, Carlos Pestana & Ferreira, Candida & Williams, Jonathan, 2007. "Analysing the determinants of performance of best and worst European banks: A mixed logit approach," Journal of Banking & Finance, Elsevier, vol. 31(7), pages 2189-2203, July.
  13. Colesnic, Olga & Kounetas, Konstantinos & Michael, Polemis, 2020. "Estimating risk efficiency in Middle East banks before and after the crisis: A metafrontier framework," Global Finance Journal, Elsevier, vol. 46(C).
  14. Hughes, Joseph P. & Mester, Loretta J., 2013. "Measuring the Performance of Banks: Theory, Practice, Evidence, and Some Policy Implications," Working Papers 13-28, University of Pennsylvania, Wharton School, Weiss Center.
  15. Jun Cai & Qu Feng & William C. Horrace & Guiying Laura Wu, 2021. "Wrong skewness and finite sample correction in the normal-half normal stochastic frontier model," Empirical Economics, Springer, vol. 60(6), pages 2837-2866, June.
  16. Guohua Feng & Bin Peng & Xiaohui Zhang, 2017. "Productivity and efficiency at bank holding companies in the U.S.: a time-varying heterogeneity approach," Journal of Productivity Analysis, Springer, vol. 48(2), pages 179-192, December.
  17. Carree, Martin A., 2002. "Technological inefficiency and the skewness of the error component in stochastic frontier analysis," Economics Letters, Elsevier, vol. 77(1), pages 101-107, September.
  18. Tortosa-Ausina, Emili, 2003. "Nontraditional activities and bank efficiency revisited: a distributional analysis for Spanish financial institutions," Journal of Economics and Business, Elsevier, vol. 55(4), pages 371-395.
  19. Nemanja Radić & Franco Fiordelisi & Claudia Girardone, 2012. "Efficiency and Risk-Taking in Pre-Crisis Investment Banks," Journal of Financial Services Research, Springer;Western Finance Association, vol. 41(1), pages 81-101, April.
  20. Drake, Leigh & Hall, Maximilian J. B., 2003. "Efficiency in Japanese banking: An empirical analysis," Journal of Banking & Finance, Elsevier, vol. 27(5), pages 891-917, May.
  21. Fall, F.S. & Tchakoute Tchuigoua, H. & Vanhems, A. & Simar, L., 2021. "Gender effect on microfinance social efficiency: A robust nonparametric approach," European Journal of Operational Research, Elsevier, vol. 295(2), pages 744-757.
  22. Dimitris Chronopoulos & Claudia Girardone & John Nankervis, 2013. "How Do Stock Markets in the US and Europe Price Efficiency Gains from Bank M&As?," Journal of Financial Services Research, Springer;Western Finance Association, vol. 43(3), pages 243-263, June.
  23. Dong, Yizhe & Firth, Michael & Hou, Wenxuan & Yang, Weiwei, 2016. "Evaluating the performance of Chinese commercial banks: A comparative analysis of different types of banks," European Journal of Operational Research, Elsevier, vol. 252(1), pages 280-295.
  24. Jason Allen & Walter Engert & Ying Liu, 2006. "Are Canadian Banks Efficient? A Canada--U.S. Comparison," Staff Working Papers 06-33, Bank of Canada.
  25. Zuzana Iršová & Tomáš Havránek, 2010. "Measuring Bank Efficiency: A Meta-Regression Analysis," Prague Economic Papers, Prague University of Economics and Business, vol. 2010(4), pages 307-328.
  26. Igliori, Danilo Camargo, 2005. "Determinants Of Technical Efficiency In Agriculture And Cattle Ranching: A Spatial Analysis For The Brazilian Amazon," Environmental Economy and Policy Research Discussion Papers 31927, University of Cambridge, Department of Land Economy.
  27. Cuesta, Rafael A. & Zofío, Jose L., 2003. "Graph Efficiency and Parametric Distance Function with an Application to Spanish Savings Banks," Efficiency Series Papers 2003/01, University of Oviedo, Department of Economics, Oviedo Efficiency Group (OEG).
  28. Levent Kutlu & Robin C. Sickles & Mike G. Tsionas & Emmanuel Mamatzakis, 2022. "Heterogeneous decision-making and market power: an application to Eurozone banks," Empirical Economics, Springer, vol. 63(6), pages 3061-3092, December.
  29. Alecos Papadopoulos & Christopher F. Parmeter, 2024. "The wrong skewness problem in stochastic frontier analysis: a review," Journal of Productivity Analysis, Springer, vol. 61(2), pages 121-134, April.
  30. Timothy King & Jonathan Williams, 2013. "Bank Efficiency and Executive Compensation," Working Papers 13009, Bangor Business School, Prifysgol Bangor University (Cymru / Wales).
  31. Loretta J. Mester, 2005. "Optimal industrial structure in banking," Working Papers 08-2, Federal Reserve Bank of Philadelphia.
  32. Partovi, Elmira & Matousek, Roman, 2019. "Bank efficiency and non-performing loans: Evidence from Turkey," Research in International Business and Finance, Elsevier, vol. 48(C), pages 287-309.
  33. Kounetas, Konstantinos & Mourtos, Ioannis & Tsekouras, Konstantinos, 2009. "Efficiency decompositions for heterogeneous technologies," European Journal of Operational Research, Elsevier, vol. 199(1), pages 209-218, November.
  34. Williams, Jonathan, 2012. "Efficiency and market power in Latin American banking," Journal of Financial Stability, Elsevier, vol. 8(4), pages 263-276.
  35. Mahmoudabadi, Mohammad Zarei & Emrouznejad, Ali, 2019. "Comprehensive performance evaluation of banking branches: A three-stage slacks-based measure (SBM) data envelopment analysis," International Review of Economics & Finance, Elsevier, vol. 64(C), pages 359-376.
  36. Joseph P. Hughes & Loretta J. Mester, 2008. "Efficiency in banking: theory, practice, and evidence," Working Papers 08-1, Federal Reserve Bank of Philadelphia.
  37. 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, Elsevier, vol. 195(1), pages 251-261, May.
  38. Prudence Serju, 2007. "Estimating Potential Output for Jamaica: a Structural VAR Approach," Money Affairs, CEMLA, vol. 0(1), pages 1-22, January-J.
  39. Ghosh, Ranjan & Kathuria, Vinish, 2016. "The effect of regulatory governance on efficiency of thermal power generation in India: A stochastic frontier analysis," Energy Policy, Elsevier, vol. 89(C), pages 11-24.
  40. Baele, Lieven & De Bruyckere, Valerie & De Jonghe, Olivier & Vander Vennet, Rudi, 2014. "Do stock markets discipline US Bank Holding Companies: Just monitoring, or also influencing?," The North American Journal of Economics and Finance, Elsevier, vol. 29(C), pages 124-145.
  41. Kutlu, Levent & Tran, Kien C. & Tsionas, Mike G., 2020. "A spatial stochastic frontier model with endogenous frontier and environmental variables," European Journal of Operational Research, Elsevier, vol. 286(1), pages 389-399.
  42. Biswa Swarup Misra & Paolo Coccorese, 2022. "Market power, efficiency and stability of Indian banks," Economic Change and Restructuring, Springer, vol. 55(4), pages 2263-2292, November.
  43. Jacob A. Bikker & Jaap W.B. Bos, 2005. "Trends in Competition and Profitability in the Banking Industry: A Basic Framework," SUERF Studies, SUERF - The European Money and Finance Forum, number 2005/2 edited by Morten Balling, May.
  44. C. Charles Okeahalam, 2006. "Production Efficiency in the South African Banking Sector: A Stochastic Analysis," International Review of Applied Economics, Taylor & Francis Journals, vol. 20(1), pages 103-123.
  45. Tsionas, Mike G. & Andrikopoulos, Athanasios, 2020. "On a High-Dimensional Model Representation method based on Copulas," European Journal of Operational Research, Elsevier, vol. 284(3), pages 967-979.
  46. Margono, Heru & Sharma, Subhash C. & Melvin II, Paul D., 2010. "Cost efficiency, economies of scale, technological progress and productivity in Indonesian banks," Journal of Asian Economics, Elsevier, vol. 21(1), pages 53-65, February.
  47. Nadia Belhaj Hassine & Magda Kandil, 2009. "Trade liberalisation, agricultural productivity and poverty in the Mediterranean region," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 36(1), pages 1-29, March.
  48. Diego Restrepo-Tobón & Subal Kumbhakar & Kai Sun, 2015. "Obelix vs. Asterix: Size of US commercial banks and its regulatory challenge," Journal of Regulatory Economics, Springer, vol. 48(2), pages 125-168, October.
  49. Xiang Ji & Jie Wu & Qingyuan Zhu & Jiasen Sun, 2019. "Using a hybrid heterogeneous DEA method to benchmark China’s sustainable urbanization: an empirical study," Annals of Operations Research, Springer, vol. 278(1), pages 281-335, July.
  50. Dong, Yizhe & Hamilton, Robert & Tippett, Mark, 2014. "Cost efficiency of the Chinese banking sector: A comparison of stochastic frontier analysis and data envelopment analysis," Economic Modelling, Elsevier, vol. 36(C), pages 298-308.
  51. González Bravo, M. Isabel & Mariaca Daza, René, 2010. "Fracaso de bancos comerciales. Un estudio de eficiencia y productividad," Revista Latinoamericana de Desarrollo Economico, Carrera de Economía de la Universidad Católica Boliviana (UCB) "San Pablo", issue 13, pages 137-162.
  52. Prosper F. Bangwayo-Skeete & Ryan W. Skeete, 2007. "Regional Integration and Elasticities of Export Demand in Barbados," Money Affairs, CEMLA, vol. 0(1), pages 23-41, January-J.
  53. Ya Ping Yin & Jianlu Shang & Mick Broadbent, 2010. "Efficiency measurement and decomposition for the Chinese state-owned commercial banks at the provincial level," Journal of Chinese Economic and Business Studies, Taylor & Francis Journals, vol. 8(1), pages 45-65.
  54. Lakshmi Balasubramanyan & Spiro Stefanou & Jeffrey Stokes, 2012. "An entropy approach to size and variance heterogeneity in U.S. commercial banks," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 36(3), pages 728-749, July.
  55. Sufian, Fadzlan & Abdul Majid, Muhamed Zulkhibri, 2007. "Bank Ownership, Characteristics and Performance: A Comparative Analysis of Domestic and Foreign Islamic Banks in Malaysia," MPRA Paper 12131, University Library of Munich, Germany, revised 01 Jun 2007.
  56. Diewert, W. Erwin & Fox, Kevin J., 2016. "Alternative User Costs, Rates of Return and TFP Growth Rates for the US Nonfinancial Corporate and Noncorporate Business Sectors: 1960-2014," Microeconomics.ca working papers erwin_diewert-2016-7, Vancouver School of Economics, revised 30 Jun 2016.
  57. Qu Feng & William Horrace & Guiying Laura Wu, 2013. "Wrong Skewness and Finite Sample Correction in Parametric Stochastic Frontier Models Abstract: In parametric stochastic frontier models, the composed error is specified as the sum of a two-sided noise," Center for Policy Research Working Papers 154, Center for Policy Research, Maxwell School, Syracuse University.
  58. W. Erwin Diewert & Kevin J. Fox, 2018. "Alternative User Costs, Productivity and Inequality in US Business Sectors," Springer Proceedings in Business and Economics, in: William H. Greene & Lynda Khalaf & Paul Makdissi & Robin C. Sickles & Michael Veall & Marcel-Cristia (ed.), Productivity and Inequality, pages 21-69, Springer.
  59. Fadzlan Sufian, 2012. "For which option is credit risk more representative on China banks' total factor productivity," China Finance Review International, Emerald Group Publishing Limited, vol. 2(2), pages 180-202, April.
  60. Jimborean, Ramona & Brack, Estelle, 2010. "The cost-efficiency of French banks," MPRA Paper 23471, University Library of Munich, Germany.
  61. Mohanty, Sunil K. & Lin, Hong-Jen & Aljuhani, Eid A. & Bardesi, Hisham J., 2016. "Banking efficiency in Gulf Cooperation Council (GCC) countries: A comparative study," Review of Financial Economics, Elsevier, vol. 31(C), pages 99-107.
  62. Desheng Yin & Xinting Zhen, 2021. "Employment Protection and Banking Power: Evidence from Adoption of Wrongful Discharge Laws," Sustainability, MDPI, vol. 13(4), pages 1-22, February.
  63. Joseph P. Hughes & Loretta J. Mester, 2018. "The Performance of Financial Institutions: Modeling, Evidence, and Some Policy Implications," Departmental Working Papers 201805, Rutgers University, Department of Economics.
  64. Fall, François Seck & Tchakoute Tchuigoua, Hubert & Vanhems, Anne & Simar, Léopold, 2024. "A panel analysis of microfinance efficiency measures: Evidence on the effects of unobserved managerial ability," LIDAM Discussion Papers ISBA 2024020, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA).
  65. Prateek Sharma, 2022. "Management quality, M-rating, and bank failures," SN Business & Economics, Springer, vol. 2(2), pages 1-32, February.
  66. Kabir Hassan, M. & Tufte, David R., 2001. "The X-Efficiency of a Group-Based Lending Institution: The Case of the Grameen Bank," World Development, Elsevier, vol. 29(6), pages 1071-1082, June.
  67. Imran Khokhar & Mehboob ul Hassan & Muhammad Nauman Khan & Md Fouad Bin Amin, 2020. "Investigating the Efficiency of GCC Banking Sector: An Empirical Comparison of Islamic and Conventional Banks," International Journal of Financial Research, International Journal of Financial Research, Sciedu Press, vol. 11(1), pages 220-235, January.
  68. Dong, Yizhe & Girardone, Claudia & Kuo, Jing-Ming, 2017. "Governance, efficiency and risk taking in Chinese banking," The British Accounting Review, Elsevier, vol. 49(2), pages 211-229.
  69. Ariel Dinar & Giannis Karagiannis & Vangelis Tzouvelekas, 2002. "Evaluating the Impact of Public and Private Agricultural Extension on Farms Performance: A Non-Neutral Stochastic Frontier Approach," Working Papers 0205, University of Crete, Department of Economics.
  70. Manlagñit, Maria Chelo V., 2011. "Cost efficiency, determinants, and risk preferences in banking: A case of stochastic frontier analysis in the Philippines," Journal of Asian Economics, Elsevier, vol. 22(1), pages 23-35, February.
  71. Banker, Rajiv D. & Chang, Hsihui & Lee, Seok-Young, 2010. "Differential impact of Korean banking system reforms on bank productivity," Journal of Banking & Finance, Elsevier, vol. 34(7), pages 1450-1460, July.
  72. Hakan Güneş & Dilem Yıldırım, 2016. "Estimating Cost Efficiency of Turkish Commercial Banks under Unobserved Heterogeneity with Stochastic Frontier Models," ERC Working Papers 1603, ERC - Economic Research Center, Middle East Technical University, revised Mar 2016.
  73. Manlagnit, Maria Chelo V., 2015. "Basel regulations and banks’ efficiency: The case of the Philippines," Journal of Asian Economics, Elsevier, vol. 39(C), pages 72-85.
  74. Orea, Luis & Kumbhakar, Subal, 2002. "Measuring Efficiency using a Stochastic Frontier Latent Class Model," Efficiency Series Papers 2002/11, University of Oviedo, Department of Economics, Oviedo Efficiency Group (OEG).
  75. Bos, Jaap W. B. & Heid, Frank & Koetter, Michael & Kolari, James W. & Kool, Clemens J. M., 2005. "Inefficient or just different? Effects of heterogeneity on bank efficiency scores," Discussion Paper Series 2: Banking and Financial Studies 2005,15, Deutsche Bundesbank.
  76. Mohanty, Sunil K. & Lin, Winston T. & Lin, Hong-Jen, 2013. "Measuring cost efficiency in presence of heteroskedasticity: The case of the banking industry in Taiwan," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 26(C), pages 77-90.
  77. Massimiliano Piacenza, 2002. "Regulatory Constraints and Cost Efficiency of the Italian Public Transit Systems: An Exploratory Stochastic Frontier Model," CERIS Working Paper 200202, CNR-IRCrES Research Institute on Sustainable Economic Growth - Torino (TO) ITALY - former Institute for Economic Research on Firms and Growth - Moncalieri (TO) ITALY.
  78. Zhen Shi & Shijiong Qin & Yung-ho Chiu & Xiaoying Tan & Xiaoli Miao, 2021. "The impact of gross domestic product on the financing and investment efficiency of China’s commercial banks," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 7(1), pages 1-23, December.
  79. Sufian, Fadzlan, 2006. "The Efficiency Of Islamic Banking Industry: A Non-Parametric Analysis With Non-Discretionary Input Variable," Islamic Economic Studies, The Islamic Research and Training Institute (IRTI), vol. 14, pages 54-87.
  80. Mohamed Marie & Hany Kamel & Israa Elbendary, 2021. "How does internal governance affect banks’ financial stability? Empirical evidence from Egypt," International Journal of Disclosure and Governance, Palgrave Macmillan, vol. 18(3), pages 240-255, September.
  81. Ramcharran, Harri, 2017. "Bank lending to small business in India: Analyzing productivity and efficiency," The Quarterly Review of Economics and Finance, Elsevier, vol. 65(C), pages 16-24.
  82. Diego A. Restrepo-Tobón & Subal C. Kumbhakar & Kai Sun, 2013. "Are U.S. Commercial Banks Too Big?," Documentos de Trabajo de Valor Público 10943, Universidad EAFIT.
  83. Alicia García-Herrero & Josep Vilarrubia Author-Workplace-Name: Banco Central de la República Argentina, 2007. "The Laffer Curve of Macroeconomic Volatility and Growth: Can it be Explained by the Different Nature of Crises?," Money Affairs, CEMLA, vol. 0(1), pages 43-60, January-J.
  84. Guohua Feng & Apostolos Serletis, 2009. "Efficiency and productivity of the US banking industry, 1998-2005: evidence from the Fourier cost function satisfying global regularity conditions," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 24(1), pages 105-138.
  85. Nicholas Apergis & Effrosyni Alevizopoulou, 2011. "Bank Efficiency: Evidence from a Panel of European Banks," Panoeconomicus, Savez ekonomista Vojvodine, Novi Sad, Serbia, vol. 58(3), pages 329-341, September.
  86. Dong, Yizhe & Meng, Chao & Firth, Michael & Hou, Wenxuan, 2014. "Ownership structure and risk-taking: Comparative evidence from private and state-controlled banks in China," International Review of Financial Analysis, Elsevier, vol. 36(C), pages 120-130.
  87. Vander Vennet Rudi & De Jonghe Olivier & De Bruyckere Valerie & Baele Lieven, 2011. "Enhancing Bank Transparency: Risk Ineffciency as a Market Disciplining Mechanism," 2011 Meeting Papers 559, Society for Economic Dynamics.
  88. Vo Hong Tu & Nguyen Duy Can & Yoshifumi Takahashi & Steven W. Kopp & Mitsuyasu Yabe, 2019. "Technical and environmental efficiency of eco-friendly rice production in the upstream region of the Vietnamese Mekong delta," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 21(5), pages 2401-2424, October.
  89. Jason Allen & Walter Engert & Ying Liu, 2007. "A Comparison of Canadian and US Universal Banks: Efficiency, Productivity, and the Role of Technology," Money Affairs, CEMLA, vol. 0(1), pages 61-96, January-J.
  90. Rima Turk Ariss, 2008. "Financial liberalization and bank efficiency: evidence from post-war Lebanon," Applied Financial Economics, Taylor & Francis Journals, vol. 18(11), pages 931-946.
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