Bootstrapping profit change: An application to Spanish banks

Computers and Operations Research

Volumn 39, Issue 8, 2012, Pages 1857-1871

  Tortosa Ausina, Emili ^a   Armero, Carmen ^b   Conesa, David ^b   Grifell Tatjé, Emili ^c  

^a UNIVERSITAT JAUME I   (Spain)

^b UNIVERSITY OF VALENCIA   (Spain)

^c UNIVERSITAT AUTÒNOMA DE BARCELONA   (Spain)

Author keywords

Banking; Bootstrap; Productivity; Profits

Indexed keywords

BANKING; BOOTSTRAP; COMMERCIAL BANK; DISTANCE FUNCTIONS; LINEAR PROGRAMMING TECHNIQUES; LINEAR PROGRAMS; STATISTICAL INFERENCE;

LINEAR PROGRAMMING; PRODUCTIVITY; PROFITABILITY;

STATISTICAL METHODS;

EID: 84855186800     PISSN: 03050548     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.cor.2010.04.017     Document Type: Article

References (71)

1. D.W. Jorgenson, and Z. Griliches The explanation of productivity change The Review of Economic Studies 34 3 1967 249 283
2. M.J. Farrell The measurement of productive efficiency Journal of the Royal Statistical Society Series A 120 1957 253 281
3. W.E. Diewert Capital and the theory of productivity measurement American Economic Review 70 2 1980 260 267
4. W.E. Diewert The measurement of productivity Bulletin of Economic Research 44 3 1992 163 198
5. C.J. Morrison Paul, and W.E. Diewert New techniques in the measurement of multifactor productivity Journal of Productivity Analysis 1 4 1990 267 285
6. F.R. Førsund, and L. Hjalmarsson Generalised farrell measures of efficiency: an application to milk processing in Swedish dairy plants The Economic Journal 89 354 1979 294 315
7. M. Nishimizu, and J.M. Page Jr Total factor productivity growth technological progress and technical efficiency change: dimensions of productivity change in Yugoslavia The Economic Journal 92 368 1982 920 936
8. D.W. Caves, L.R. Christensen, and W.E. Diewert The economic theory of index numbers and the measurement of input, output, and productivity Econometrica 50 6 1982 1393 1414
9. R. Färe, S. Grosskopf, B. Lindgren, and P. Roos Productivity change in Swedish pharmacies 19801989: a non-parametric Malmquist approach Journal of Productivity Analysis 3 1992 85 101
10. R. Färe, S. Grosskopf, M. Norris, and Z. Zhang Productivity growth, technical progress, and efficiency change in industrialized countries American Economic Review 84 1 1994 66 83
11. S. Grosskopf Efficiency and productivity H.O. Fried, C.A.K. Lovell, S.S. Schmidt, The measurement of productive efficiency: techniques and applications 1993 Oxford University Press Oxford 161 193 [Chapter 4]
12. Berger AN, Mester LJ, 1997. Efficiency and productivity change in the U.S. commercial banking industry: a comparison of the 1980s and 1990s. Working Paper 97-5, Federal Reserve Bank of Philadelphia.
13. P.W. Bauer, A.N. Berger, and D.B. Humphrey Efficiency and productivity growth in U.S. banking H.O. Fried, C.A.K. Lovell, S.S. Schmidt, The measurement of productive efficiency: techniques and applications 1993 Oxford University Press Oxford 386 413
14. P.H. McAllister, and D.A. McManus Resolving the scale efficiency puzzle in banking Journal of Banking & Finance 17 1993 389 405
15. K. Mitchell, and N.M. Onvural Economies of scale and scope at large commercial banks: evidence from the Fourier flexible functional form Journal of Money, Credit, and Banking 28 1996 178 199 (Pubitemid 126315035)
16. D.C. Wheelock, and P.W. Wilson New evidence on returns to scale and product mix among US commercial banks Journal of Monetary Economics 47 2001 653 674 (Pubitemid 33619225)
17. D.C. Wheelock, and P.W. Wilson Technical progress, inefficiency, and productivity change in US banking 19841993 Journal of Money, Credit, and Banking 31 2 1999 212 234
18. D.C. Wheelock, and P.W. Wilson Robust nonparametric quantile estimation of efficiency and productivity change in U.S. commercial banking, 19852004 Journal of Business and Economic Statistics 27 3 2009 354 368
19. S. Grosskopf Some remarks on productivity and its decompositions Journal of Productivity Analysis 20 2003 459 474 (Pubitemid 39045903)
20. B. Gold Technology productivity and economic analysis Omega 1 1 1973 5 23
21. B. Gold Foundations of strategic planning for productivity improvement Interfaces 15 3 1985 15 30 (Pubitemid 15607309)
22. E. Grifell-Tatjé, and C.A.K. Lovell Profits and productivity Management Science 45 9 1999 1177 1193 (Pubitemid 30498704)
23. R.D. Banker, S. Datar, and R. Kaplan Productivity measurement and management accounting Journal of Accounting, Auditing and Finance 4 4 1989 528 554
24. R.D. Banker Hypothesis tests using data envelopment analysis Journal of Productivity Analysis 7 1996 139 159 (Pubitemid 126716675)
25. K. Kurosawa An aggregate index for the analysis of productivity and profitability Omega 3 2 1975 157 168
26. D. Eldor, and E. Sudit Productivity based financial net income analysis Omega 9 6 1981 605 611
27. H. Tulkens On FDH efficiency analysis: some methodological issues and applications to retail banking, courts, and urban transit Journal of Productivity Analysis 4 1993 183 210
28. A. Lozano-Vivas, and J.T. Pastor Relating macro-economic efficiency to financial efficiency: a comparison of fifteen OECD countries over an eighteen year period Journal of Productivity Analysis 25 1 2006 67 78 (Pubitemid 43261041)
29. A.N. Berger, and D.B. Humphrey Efficiency of financial institutions: international survey and directions for future research European Journal of Operational Research 98 1997 175 212 (Pubitemid 127380063)
30. L. Weill Measuring cost efficiency in European banking: a comparison of frontier techniques Journal of Productivity Analysis 21 2004 133 152 (Pubitemid 39063471)
31. L.D. Xu The contribution of systems science to information systems research Systems Research and Behavioral Science 17 2 2000 105 116
32. J.N. Warfield Systems science serves enterprise integration: a tutorial Enterprise Information Systems 1 2 2007 235 254
33. S.M. Staley, and J.N. Warfield Enterprise integration of product development data: systems science in action Enterprise Information Systems 1 3 2007 269 285
34. L. Simar, and P.W. Wilson Estimating and bootstrapping Malmquist indices European Journal of Operational Research 115 1999 459 471
35. L. Simar, and P.W. Wilson Statistical inference in nonparametric frontier models: recent developments and perspectives H. Fried, C.A.K. Lovell, S.S. Schmidt, The measurement of productive efficiency 2nd ed 2008 Oxford University Press Oxford 421 521 [Chapter 4]
36. L. Simar, and P.W. Wilson Sensitivity analysis of efficiency scores: how to bootstrap in nonparametric frontier models Management Science 44 1 1998 49 61 (Pubitemid 128569642)
37. L. Simar, and P.W. Wilson Statistical inference in nonparametric frontier models: the state of the art Journal of Productivity Analysis 13 1 2000 49 78
38. B. Efron Bootstrap methods: another look at the Jacknife Annals of Statistics 7 1979 1 26
39. L.D. Xu Effects of two national environmental factors on e-commerce functionality adoption: a cross-country case study of a global bank Enterprise Information Systems 2 3 2008 325 339
40. R. Crespí, M.A. García-Cestona, and V. Salas Governance mechanisms in Spanish banks. Does ownership matter? Journal of Banking & Finance 28 10 2004 2311 2330 (Pubitemid 39216361)
41. S.C. Kumbhakar, A. Lozano-Vivas, C.A.K. Lovell, and I. Hasan The effects of deregulation on the performance of financial institutions: the case of Spanish savings banks Journal of Money, Credit, and Banking 33 1 2001 101 120
42. H. Hansmann The ownership of enterprise 1996 Harvard University Press Cambridge, MA
43. R.W. Shephard Theory of cost and production functions 1970 Princeton University Press Princeton
44. R.W. Shephard Cost and production functions 1953 Princeton University Press Princeton, NJ
45. D. Deprins, L. Simar, and H. Tulkens Measuring labor-efficiency in post offices M. Marchand, P. Pestieau, H. Tulkens, The performance of public enterprises: concepts and measurement 1984 North-Holland Amsterdam 243 267 [Chapter 10]
46. L. Simar, and P.W. Wilson Non-parametric tests of returns to scale European Journal of Operational Research 139 2002 115 132 (Pubitemid 34153941)
47. T.W. Butler, and L. Li The utility of returns to scale in DEA programming: an analysis of Michigan rural hospitals European Journal of Operational Research 161 2 2005 469 477
48. B. Efron, and R.J. Tibshirani An introduction to the bootstrap 1993 Chapman & Hall London
49. A.C. Davison, and D.V. Hinkley Bootstrap methods and their applications 1997 Cambridge University Press Cambridge
50. C.A.K. Lovell Editor's introduction Journal of Productivity Analysis 13 2000 5 6
51. G.D. Ferrier, and J.G. Hirschberg Bootstrapping confidence intervals for linear programming efficiency scores: with an illustration using Italian banking data Journal of Productivity Analysis 8 1997 19 33 (Pubitemid 127429719)
52. G.D. Ferrier, and J.G. Hirschberg Can we bootstrap DEA scores? Journal of Productivity Analysis 11 1999 81 92
53. L. Simar, and P.W. Wilson Of course we can bootstrap DEA scores! But does it mean anything? Logic trumps wishful thinking Journal of Productivity Analysis 11 1999 93 97
54. L. Simar, and P.W. Wilson Some problems with the Ferrier/Hirschberg bootstrap idea Journal of Productivity Analysis 11 1999 67 80
55. L. Simar Estimating efficiencies from frontier models with panel data: a comparison of parametric non-parametric and semi-parametric methods with bootstrapping Journal of Productivity Analysis 3 1992 167 203
56. L. Simar, and P.W. Wilson Estimation and inference in two-stage, semi-parametric models of productive processes Journal of Econometrics 136 1 2007 31 64 (Pubitemid 44380324)
57. B. Casu, and P. Molyneux A comparative study of efficiency in European banking Applied Economics 35 2003 1865 1876 (Pubitemid 37554464)
58. R.A. Gilbert, and P.W. Wilson Effects of deregulation on the productivity of Korean banks Journal of Economics and Business 50 1998 133 155 (Pubitemid 128653656)
59. Murillo-Melchor C, Pastor JM, Tortosa-Ausina E. A bootstrap approach to analyse productivity growth in European banking. Journal of the Operational Research Society 2010, forthcoming.
60. E. Tortosa-Ausina, E. Grifell-Tatjé, C. Armero, and D. Conesa Sensitivity analysis of efficiency and Malmquist productivity indices: an application to Spanish savings banks European Journal of Operational Research 184 2008 1062 1084 (Pubitemid 47393692)
61. B.W. Silverman Density estimation for statistics and data analysis 1986 Chapman & Hall London
62. Wilson PW. FEAR: a software package for frontier efficiency analysis with R. Socio-Economic Planning Sciences 2008;42(4):24754.
63. C.W. Sealey, and J.T. Lindley Inputs, outputs and a theory of production and cost at depository financial institutions Journal of Finance 32 4 1977 1251 1266
64. K.E. Rogers Nontraditional activities and the efficiency of U.S. commercial banks Journal of Banking & Finance 22 1998 467 482 (Pubitemid 128340518)
65. E. Tortosa-Ausina Nontraditional activities and bank efficiency revisited: a distributional analysis for Spanish financial institutions Journal of Economics and Business 55 2003 371 395 (Pubitemid 36814321)
66. C. Cazals, J.-P. Florens, and L. Simar Nonparametric frontier estimation: a robust approach Journal of Econometrics 106 2002 1 25
67. M. Oroz, and V. Salas Competencia y eficiencia en la intermediació n financiera en Espańa Moneda y Crédito 217 2003 73 99
68. C. Daraio, and L. Simar Advanced robust and nonparametric methods in efficiency analysis. Methodology and applications. Studies in productivity and efficiency 2007 Springer New York
69. A. Daouia, and L. Simar Nonparametric efficiency analsyis: a multivariate conditional quantile approach Journal of Econometrics 140 2007 375 400 (Pubitemid 47223537)
70. A. Daouia, J.-P. Florens, and L. Simar Functional convergence of quantile-type frontiers with application to parametric approximations Journal of Statistical Planning and Inference 138 3 2008 708 725
71. C. Martins-Filho, and F. Yao Nonparametric frontier estimation via local linear regression Journal of Econometrics 141 1 2007 283 319 (Pubitemid 47419181)