An introduction to efficiency and productivity analysis
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| Vorheriger Titel: | Coelli, Tim: An introduction to efficiency and productivity analysis |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
New York, NY, USA
Springer
[2005]
|
| Ausgabe: | Second edition |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
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| 245 | 1 | 0 | |a An introduction to efficiency and productivity analysis |c by Timothy J. Coelli, D.S. Prasada Rao, Christopher J. O'Donnell, George E. Battese |
| 250 | |a Second edition | ||
| 264 | 1 | |a New York, NY, USA |b Springer |c [2005] | |
| 300 | |a xvii, 349 Seiten |b Illustrationen | ||
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| 500 | |a Rev. ed. of: An introduction to efficiency and productivity analysis / by Tim Coelli. c1998. - Literaturverzeichnis Seite 327 - 339 | ||
| 505 | 8 | |a Includes bibliographical references and index | |
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Titel: An introduction to efficiency and productivity analysis
Autor: Coelli, Timothy J.
Jahr: 2005
TABLE OF CONTENTS
List of Figures page xi
List of Tables xiii
Preface xv
1. INTRODUCTION 1
1.1 Introduction 1
1.2 Some Informal Definitions 2
1.3 Overview of Methods 6
1.4 Outline of Chapters 7
1.5 What is Your Economics Background? 9
2. REVIEW OF PRODUCTION ECONOMICS 11
2.1 Introduction 11
2.2 Production Functions 12
2.3 Transformation Functions 20
2.4 Cost Functions 21
2.5 Revenue Functions 31
2.6 Profit Functions 32
2.7 Conclusions 40
3. PRODUCTIVITY AND EFFICIENCY MEASUREMENT CONCEPTS 41
3.1 Introduction 41
3.2 Set Theoretic Representation of a Production Technology 42
3.3 Output and Input Distance Functions 47
3.4 Efficiency Measurement using Distance, Cost and Revenue Functions 51
3.5 Measuring Productivity and Productivity Change 61
3.6 Conclusions 81
4. INDEX NUMBERS AND PRODUCTIVITY MEASUREMENT 85
4.1 Introduction 85
4.2 Conceptual Framework and Notation 86
4.3 Formulae for Price Index Numbers 88
4.4 Quantity Index Numbers 90
4.5 Properties of Index Numbers: The Test Approach 95
4.6 The Economic-Theoretic Approach 98
4.7 A Simple Numerical Example 113
4.8 Transitivity in Multilateral Comparisons 116
4.9 TFP Change Measurement Using Index Numbers 118
4.10 Empirical Application: Australian National Railways 127
4.11 Conclusions 131
viii Contents
5. DATA AND MEASUREMENT ISSUES 133
5.1 Introduction 133
5.2 Outputs 135
5.3 Inputs 141
5.4 Prices 153
5.5 Comparisons over time 154
5.6 Output aggregates for sectoral and economy-wide comparisons 156
5.7 Cross-country comparisons of productivity 157
5.8 Data editing and errors 159
5.9 Conclusions 160
6. DATA ENVELOPMENT ANALYSIS 161
6.1 Introduction 161
6.2 The Constant Returns to Scale DEA Model 162
6.3 The Variable Returns to Scale Model and Scale Efficiencies 172
6.4 Input and Output Orientations 180
6.5 Conclusions 181
7. ADDITIONAL TOPICS ON DATA ENVELOPMENT ANALYSIS 183
7.1 Introduction 183
7.2 Price Information and Allocative Efficiency 183
7.3 Non-Discretionary Variables 188
7.4 Adjusting for the Environment 190
7.5 Input Congestion 195
7.6 Treatment of Slacks 198
7.7 Additional Methods 199
7.8 Empirical Application: Australian Universities 203
7.9 Conclusions 206
8. ECONOMETRIC ESTIMATION OF PRODUCTION TECHNOLOGIES 209
8.1 Introduction 209
8.2 Production, Cost and Profit Functions 210
8.3 Single Equation Estimation 214
8.4 Imposing Equality Constraints 220
8.5 Hypothesis Testing 223
8.6 Systems Estimation 225
8.7 Inequality Constraints 227
8.8 The Bayesian Approach 231
8.9 Simulation Methods 234
8.10 Conclusion 239
9. STOCHASTIC FRONTIER ANALYSIS 241
9.1 Introduction 241
9.2 The Stochastic Production Frontier 242
9.3 Estimating the Parameters 245
9.4 Predicting Technical Efficiency 254
9.5 Hypothesis Testing 258
9.6 Conclusions 261
Contents ix
10. ADDITIONAL TOPICS ON STOCHASTIC FRONTIER ANALYSIS 263
10.1 Introduction 263
10.2 Distance Functions 264
10.3 Cost Frontiers 266
10.4 Decomposing Cost Efficiency 269
10.5 Scale Efficiency 272
10.6 Panel Data Models 275
10.7 Accounting for the Production Environment 281
10.8 The Bayesian Approach 284
10.9 Conclusions 288
11. THE CALCULATION AND DECOMPOSITION OF PRODUCTIVITY
CHANGE USING FRONTIER METHODS 289
11.1 Introduction 289
11.2 The Malmquist TFP Index and Panel Data 291
11.3 Calculation using DEA Frontiers 294
11.4 Calculation using SFA Frontiers 300
11.5 An Empirical Application 302
11.6 Conclusions 310
12. CONCLUSIONS 311
12.1 Summary of Methods 311
12.2 Relative Merits of the Methods 312
12.3 Some Final Points 313
Appendix 1: Computer Software 317
Appendix 2: Philippines Rice Data 325
References 327
Author Index 341
Subject Index 345 |
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| spellingShingle | An introduction to efficiency and productivity analysis Includes bibliographical references and index Europäische Union (DE-588)5098525-5 gnd GATT 1994 1994 April 15 (DE-588)4424856-8 gnd Econometrische analyse gtt Fonctions de production (Théorie économique) Productieplanning gtt Production Productivité Production (Economic theory) Production functions (Economic theory) Industrial productivity Dumpingabwehr (DE-588)4128750-2 gnd Produktivitätsanalyse (DE-588)4208972-4 gnd Effizienzanalyse (DE-588)4151072-0 gnd |
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| title | An introduction to efficiency and productivity analysis |
| title_auth | An introduction to efficiency and productivity analysis |
| title_exact_search | An introduction to efficiency and productivity analysis |
| title_full | An introduction to efficiency and productivity analysis by Timothy J. Coelli, D.S. Prasada Rao, Christopher J. O'Donnell, George E. Battese |
| title_fullStr | An introduction to efficiency and productivity analysis by Timothy J. Coelli, D.S. Prasada Rao, Christopher J. O'Donnell, George E. Battese |
| title_full_unstemmed | An introduction to efficiency and productivity analysis by Timothy J. Coelli, D.S. Prasada Rao, Christopher J. O'Donnell, George E. Battese |
| title_old | Coelli, Tim: An introduction to efficiency and productivity analysis |
| title_short | An introduction to efficiency and productivity analysis |
| title_sort | an introduction to efficiency and productivity analysis |
| topic | Europäische Union (DE-588)5098525-5 gnd GATT 1994 1994 April 15 (DE-588)4424856-8 gnd Econometrische analyse gtt Fonctions de production (Théorie économique) Productieplanning gtt Production Productivité Production (Economic theory) Production functions (Economic theory) Industrial productivity Dumpingabwehr (DE-588)4128750-2 gnd Produktivitätsanalyse (DE-588)4208972-4 gnd Effizienzanalyse (DE-588)4151072-0 gnd |
| topic_facet | Europäische Union GATT 1994 1994 April 15 Econometrische analyse Fonctions de production (Théorie économique) Productieplanning Production Productivité Production (Economic theory) Production functions (Economic theory) Industrial productivity Dumpingabwehr Produktivitätsanalyse Effizienzanalyse |
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