Productivity and Inequality (eBook)
VIII, 336 Seiten
Springer International Publishing (Verlag)
978-3-319-68678-3 (ISBN)
The volume highlights the state-of-the-art knowledge (including data analysis) of productivity, inequality and efficiency analysis. It showcases a selection of the best papers from the 9th North American Productivity Workshop. These papers are relevant to academia, but also to public and private sectors in terms of the challenges that firms, financial institutions, governments, and individuals may face when dealing with economic and education related activities that lead to increase or decrease of productivity. The volume also aims to bring together ideas from different parts of the world about the challenges those local economies and institutions may face when changes in productivity are observed. These contributions focus on theoretical and empirical research in areas including productivity, production theory and efficiency measurement in economics, management science, operation research, public administration, and education.
The North American Productivity Workshop (NAPW) brings together academic scholars and practitioners in the field of productivity and efficiency analysis from all over the world, and this proceedings volume is a reflection of this mission. The papers in this volume also address general topics as education, health, energy, finance, agriculture, transport, utilities, and economic development, among others. The editors are comprised of the 2016 local organizers, program committee members, and celebrated guest conference speakers.
William Greene is a professor in the department of economics at New York University Stern School of Business. In his current positions, Professor Greene teaches courses in econometrics, statistics, and economics of the entertainment and media industries. Professor Greene has been with NYU Stern for more than 30 years. His primary research areas of interest include econometrics and applied microeconomics; productivity and production economics, health econometrics, technical change and the entertainment industry. He has published numerous articles in publications including Econometrica, Economics Letters, American Economic Review, Journal of Econometrics, Journal of Economic Education, Economics Letters, Journal of Economic Perspectives, Review of Economics and Statistics and Journal of Political Economy . Before joining NYU Stern, Professor Greene served as a consultant for the Civil Aeronautics Board in Washington, D.C. Recent consultancies also include the World Health Organization, Ortho Biotech, National Economic Research Associates, American Express, the Federal Reserve Bank, FDIC, the United States Postal Service, and regulatory authorities in the UK and Brazil. He has also held a professorial position at Cornell University and served as a visiting lecturer at the University of Oxford, University of Sydney, Curtin University, University of Lugano, University of Putra, Universities of Southern Denmark and Aarhus in Denmark, Monash University, American University, University of Hull, Pennsylvania State University, the University of Umea, Sweden and the University of London and numerous others. Professor Greene received his Bachelor of Science in business administration from Ohio State University and his Master of Arts and Doctor of Philosophy degrees in econometrics from the University of Wisconsin, Madison.
Robin C. Sickles is the Reginald Henry Hargrove Professor of Economics, a Joint Professor at the Department of Statistics at Rice, and an Adjunct Professor at the Baylor College of Medicine. He is also a Research Associate at the Ovideo (Spain) Efficiency Group and a Member of Executive Committee for the International Finance and Banking Society. Professor Sickles is also the Editor-in-Chief of the Journal of Productivity Analysis, and has served as associate editor of Journal of Applied Econometrics, Communications in Statistics, Theory and Methods, Southern Economic Journal, Journal of Econometrics, and Empirical Economics. His research interests center around applied economics and empirical measurement of productivity.
Paul Makdissi is a Professor of Economics at the University of Ottawa since 2007. Previously he has held positions at the Université de Sherbrooke and at the Vrije Universiteit Amsterdam. His main areas of research are socioeconomic health inequality, income distribution and fiscal policy.
Lynda Khalaf is a Professor of Economics at Carleton University. She received her Ph.D in Economic Science at the University of Montréal. Her research fields include econometrics, energy econometrics, and financial econometrics.
Michael Veall obtained his doctorate in Economics from MIT in 1981. He taught at the University of Western Ontario, the University of Mannheim and Queen's University and was a Visiting Fellow at Australian National University and the University of Western Australia, Honorary Visiting Professor at York University and an Alexander von Humboldt Research Fellow at both the University of Mannheim and at SELAPO, University of Munich. He is currently professor at McMaster University and co-investigator in the research program on the Socioeconomic Dimensions of an Aging Population. He was a Research Fellow at IZA Bonn from April 1998 to September. His research interests include computationally-intensive methods such as bootstrapping and their application in econometrics and the microeconometric analysis of saving for retirement.
Marcel-Cristian Voia is an Associate Professor and Co-Director of the Centre for Monetary and Financial Economics at Carleton University. He received his Ph.D. in Economics at the University of Western Ontario. His research fields include micro-econometrics, applied econometrics, industrial organization, and labour economics.
William Greene is a professor in the department of economics at New York University Stern School of Business. In his current positions, Professor Greene teaches courses in econometrics, statistics, and economics of the entertainment and media industries. Professor Greene has been with NYU Stern for more than 30 years. His primary research areas of interest include econometrics and applied microeconomics; productivity and production economics, health econometrics, technical change and the entertainment industry. He has published numerous articles in publications including Econometrica, Economics Letters, American Economic Review, Journal of Econometrics, Journal of Economic Education, Economics Letters, Journal of Economic Perspectives, Review of Economics and Statistics and Journal of Political Economy . Before joining NYU Stern, Professor Greene served as a consultant for the Civil Aeronautics Board in Washington, D.C. Recent consultancies also include the World Health Organization, Ortho Biotech, National Economic Research Associates, American Express, the Federal Reserve Bank, FDIC, the United States Postal Service, and regulatory authorities in the UK and Brazil. He has also held a professorial position at Cornell University and served as a visiting lecturer at the University of Oxford, University of Sydney, Curtin University, University of Lugano, University of Putra, Universities of Southern Denmark and Aarhus in Denmark, Monash University, American University, University of Hull, Pennsylvania State University, the University of Umea, Sweden and the University of London and numerous others. Professor Greene received his Bachelor of Science in business administration from Ohio State University and his Master of Arts and Doctor of Philosophy degrees in econometrics from the University of Wisconsin, Madison.Robin C. Sickles is the Reginald Henry Hargrove Professor of Economics, a Joint Professor at the Department of Statistics at Rice, and an Adjunct Professor at the Baylor College of Medicine. He is also a Research Associate at the Ovideo (Spain) Efficiency Group and a Member of Executive Committee for the International Finance and Banking Society. Professor Sickles is also the Editor-in-Chief of the Journal of Productivity Analysis, and has served as associate editor of Journal of Applied Econometrics, Communications in Statistics, Theory and Methods, Southern Economic Journal, Journal of Econometrics, and Empirical Economics. His research interests center around applied economics and empirical measurement of productivity.Paul Makdissi is a Professor of Economics at the University of Ottawa since 2007. Previously he has held positions at the Université de Sherbrooke and at the Vrije Universiteit Amsterdam. His main areas of research are socioeconomic health inequality, income distribution and fiscal policy. Lynda Khalaf is a Professor of Economics at Carleton University. She received her Ph.D in Economic Science at the University of Montréal. Her research fields include econometrics, energy econometrics, and financial econometrics. Michael Veall obtained his doctorate in Economics from MIT in 1981. He taught at the University of Western Ontario, the University of Mannheim and Queen's University and was a Visiting Fellow at Australian National University and the University of Western Australia, Honorary Visiting Professor at York University and an Alexander von Humboldt Research Fellow at both the University of Mannheim and at SELAPO, University of Munich. He is currently professor at McMaster University and co-investigator in the research program on the Socioeconomic Dimensions of an Aging Population. He was a Research Fellow at IZA Bonn from April 1998 to September. His research interests include computationally-intensive methods such as bootstrapping and their application in econometrics and the microeconometric analysis of saving for retirement. Marcel-Cristian Voia is an Associate Professor and Co-Director of the Centre for Monetary and Financial Economics at Carleton University. He received his Ph.D. in Economics at the University of Western Ontario. His research fields include micro-econometrics, applied econometrics, industrial organization, and labour economics.
Introduction 6
Contents 8
Estimating Efficiency in the Presence of Extreme Outliers: A Logistic-Half Normal Stochastic Frontier Model with Application to Highway Maintenance Costs in England 10
1 Introduction 11
2 Literature Review: Potential Approaches to Dealing with Outliers 12
2.1 Adopting Alternative Predictors for Inefficiency 12
2.2 Heteroskedastic Stochastic Frontier Models 13
2.3 Thick Frontier Analysis 14
2.4 Non-Gaussian Stochastic Frontier Models 15
3 The Logistic-Half Normal Stochastic Frontier Model 16
3.1 Formulation and Estimation 16
3.2 Efficiency Predictions 18
4 Application to Highways Maintenance Costs in England 20
5 Summary and Conclusions 25
References 26
Alternative User Costs, Productivity and Inequality in US Business Sectors 29
1 Introduction 30
2 The Accounting Framework, User Costs and Rates of Return on Assets 31
3 Real Wages and Labour Productivity Growth in Sectors 1 and 2 40
4 Capital Stocks and Capital Output Ratios for Sectors 1 and 2 45
5 Balancing Rates of Return and Alternative User Costs for Sectors 1 and 2 50
6 Jorgensonian and Predicted Measures of Capital Services and Total Factor Productivity Growth 58
7 Rates of Return and TFP Growth in Sector 1 with Alternative Asset Bases 64
8 Rates of Return and TFP Growth in Sector 2 with Alternative Asset Bases 67
9 Changing Shares and Inequality 70
10 Conclusions 74
References 75
On the Allocation of Productivity Growth and the Determinants of U. S. Income Inequality 78
1 Introduction 78
2 Literature Review 81
2.1 Technology 81
2.2 Executive Compensation and Financial-Sector Pay 82
2.3 Workplace Heterogeneity 83
2.4 Education 83
2.5 Race 84
2.6 Gender 85
2.7 Marriage 85
3 Decomposition Methods 86
3.1 By Subgroups 86
3.2 By Income Sources 87
3.3 By Factor Components (Regression-Based Decomposition) 87
4 Data 88
5 Empirical Methodology 89
5.1 Decomposition by Subgroups 89
5.2 Decomposition by Income Sources 91
5.3 Decomposition by Factor Components (Regression-Based Decomposition) 91
6 Results 92
6.1 Decomposition by Subgroup 92
6.2 Decomposition by Income Sources 95
6.3 Decomposition by Factor Component (Regression-Based Decomposition) 96
7 Conclusion 98
Appendix 99
Regression Results and Descriptive Statistics For 1985, 1990, 1995, 1999, 2005, 2009, 2013 99
References 107
Frontier Estimation of a Cost Function System Model with Local Least Squares: An Application to Dutch Secondary Education 109
1 Introduction 109
2 Methodology 111
3 Data 115
3.1 Production 115
3.2 The Resources 115
3.3 Resource Prices 116
3.4 Data Resources, Data Checks and Manipulations 116
3.5 Data Checks and Manipulations 116
3.6 Secondary Education Statistics 117
4 Results 117
5 Conclusion 122
References 123
Aggregate Productivity and Productivity of the Aggregate: Connecting the Bottom-Up and Top-Down Approaches 125
1 Introduction 126
2 Accounting Framework 127
3 Bottom-Up and Top-Down Approaches Connected 129
4 Value-Added Based Total Factor Productivity 131
4.1 Additivity Imposed 134
5 Value-Added Based Labour Productivity 136
5.1 Simple Labour Productivity 137
5.2 Additivity Imposed 139
6 Gross-Output Based Productivity 140
6.1 Simple Labour Productivity 140
6.2 Total Factor Productivity 142
6.3 Some Empirical Comparisons 145
7 Conclusion 145
References 146
Confidence Sets for Inequality Measures: Fieller-Type Methods 148
1 Introduction 149
2 Fieller-Type Inference for Inequality Measures 151
2.1 General Functional Ratios 151
2.2 Fieller-Type Inference for the Theil Index 153
3 Simulation Results 154
4 Conclusion 158
References 159
Poverty-Dominant Marginal Transfer Reforms in Socially Risky Situations 161
1 Introduction 161
2 Robust Poverty Comparisons 162
3 Robust Policy Reform Orderings 166
4 Conclusion 170
References 170
Exploring the Covariance Term in the Olley-Pakes Productivity Decomposition 172
1 Introduction 172
2 The OP Productivity Decomposition 174
3 Case Study: Cotton Industry in Greece 178
4 Empirical Results 180
5 Concluding Remarks 184
References 184
The Decline of Manufacturing in Canada: Resource Curse, Productivity Malaise or Natural Evolution? 186
1 Introduction 187
2 Decline of Manufacturing Across Canada and the G7 Countries 189
3 Productivity Decline 193
4 The Exchange Rate Impact 197
5 Conditional Analysis 199
6 Manufacturing Share Across the Provinces 202
7 Conclusion 203
References 204
Flexible Functional Forms and Curvature Conditions: Parametric Productivity Estimation in Canadian and U.S. ManufacturingIndustries 206
1 Introduction 207
2 Theoretical Background 209
2.1 Productivity Measurement 209
2.2 Curvature Conditions 211
3 Locally Flexible Functional Forms 212
3.1 The TL Cost Function 212
3.2 The Generalized Leontief Cost Function 215
3.3 The Normalized Quadratic Cost Function 217
4 Index Number Techniques 219
5 Data and Estimation Strategy 220
5.1 Data 220
5.2 Estimation 221
6 Result 222
6.1 Theoretical Regularity 222
6.2 Productivity and Elasticity Estimates 224
7 Conclusion 228
References 230
Productivity Growth, Poverty Reduction and Income Inequality: New Empirical Evidence 232
1 Introduction 233
2 Some Stylised Facts and Review of Literature 236
2.1 The Importance of Productivity as a Key Driver of Economic Growth 236
2.2 A Brief Review of Literature 238
3 Empirical Framework, Data Description and Empirical Results 241
3.1 Productivity Growth and Poverty 241
3.2 Productivity Growth, Income Distribution and Poverty 247
4 Alternative Measures of Poverty Covering Developed Countries 249
5 Conclusions and Policy Implications 251
BookmarkLevel: 2BookmarkPageNumber: 252BookmarkBeginBookmarkTitle: AnnexesBookmarkLevel: 2BookmarkPageNumber: 253BookmarkBeginBookmarkTitle: ReferencesBookmarkLevel: 2BookmarkPageNumber: 256BookmarkBeginBookmarkTitle: The Contribution of Productivity and Price Change to Farm-level Profitability: A Dual Approach Analysis of Crop Productionin NorwayBookmarkLevel: 1BookmarkPageNumber: 258BookmarkBeginBookmarkTitle: 1 IntroductionBookmarkLevel: 2BookmarkPageNumber: 258BookmarkBeginBookmarkTitle: 2 Theoretical FrameworkBookmarkLevel: 2BookmarkPageNumber: 260BookmarkBeginBookmarkTitle: 2.1 Theoretical BackgroundBookmarkLevel: 3BookmarkPageNumber: 260BookmarkBeginBookmarkTitle: 2.2 ApplicationBookmarkLevel: 3BookmarkPageNumber: 261BookmarkBeginBookmarkTitle: 2.2.1 Productivity (TFP) Change DecompositionBookmarkLevel: 4BookmarkPageNumber: 261BookmarkBeginBookmarkTitle: 2.2.2 Profitability Change DecompositionBookmarkLevel: 4BookmarkPageNumber: 262BookmarkBeginBookmarkTitle: 3 The Econometric ModelBookmarkLevel: 2BookmarkPageNumber: 264BookmarkBeginBookmarkTitle: 4 Data and Definition of VariablesBookmarkLevel: 2BookmarkPageNumber: 265BookmarkBeginBookmarkTitle: 5 Estimation and ResultsBookmarkLevel: 2BookmarkPageNumber: 267BookmarkBeginBookmarkTitle: 5.1 Testing Model SpecificationBookmarkLevel: 3BookmarkPageNumber: 268BookmarkBeginBookmarkTitle: 5.2 Inefficiency ScoreBookmarkLevel: 3BookmarkPageNumber: 270BookmarkBeginBookmarkTitle: 5.3 Price and Output ElasticitiesBookmarkLevel: 3BookmarkPageNumber: 270BookmarkBeginBookmarkTitle: 5.4 TFP and Profitability ChangeBookmarkLevel: 3BookmarkPageNumber: 271BookmarkBeginBookmarkTitle: 6 Discussion and ConclusionBookmarkLevel: 2BookmarkPageNumber: 274BookmarkBeginBookmarkTitle: ReferencesBookmarkLevel: 2BookmarkPageNumber: 274BookmarkBeginBookmarkTitle: Estimation of Health Care Demand and its Implication on Income Effects of IndividualsBookmarkLevel: 1BookmarkPageNumber: 277BookmarkBeginBookmarkTitle: 1 Introduction and Literature ReviewBookmarkLevel: 2BookmarkPageNumber: 277BookmarkBeginBookmarkTitle: 2 MethodologyBookmarkLevel: 2BookmarkPageNumber: 280BookmarkBeginBookmarkTitle: 2.1 Discussion of Over DispersionBookmarkLevel: 3BookmarkPageNumber: 280BookmarkBeginBookmarkTitle: 2.2 Count Data ModelsBookmarkLevel: 3BookmarkPageNumber: 280BookmarkBeginBookmarkTitle: 2.3 Zero-Inflated Count ModelsBookmarkLevel: 3BookmarkPageNumber: 280BookmarkBeginBookmarkTitle: 3 Data DescriptionBookmarkLevel: 2BookmarkPageNumber: 281BookmarkBeginBookmarkTitle: 4 Discussion of the ResultsBookmarkLevel: 2BookmarkPageNumber: 282BookmarkBeginBookmarkTitle: 4.1 Panel Data ModelsBookmarkLevel: 3BookmarkPageNumber: 282BookmarkBeginBookmarkTitle: 4.2 Random Effects ModelBookmarkLevel: 3BookmarkPageNumber: 283BookmarkBeginBookmarkTitle: 4.3 Standard Count ModelsBookmarkLevel: 3BookmarkPageNumber: 284BookmarkBeginBookmarkTitle: 4.4 Zero-Inflated Models (Pooled Data)BookmarkLevel: 3BookmarkPageNumber: 285BookmarkBeginBookmarkTitle: 5 Model EvaluationBookmarkLevel: 2BookmarkPageNumber: 287BookmarkBeginBookmarkTitle: 5.1 Distribution ComparisonsBookmarkLevel: 3BookmarkPageNumber: 287BookmarkBeginBookmarkTitle: 5.2 Predicted Versus Realizations ComparisonsBookmarkLevel: 3BookmarkPageNumber: 290BookmarkBeginBookmarkTitle: 6 Robustness ChecksBookmarkLevel: 2BookmarkPageNumber: 290BookmarkBeginBookmarkTitle: 6.1 Robustness Results on Pooled SampleBookmarkLevel: 3BookmarkPageNumber: 290BookmarkBeginBookmarkTitle: 6.2 Accounting for Correlation Between Doctor Visits and Hospital Visits Using the Bivariate Negative Binomial ModelBookmarkLevel: 3BookmarkPageNumber: 293BookmarkBeginBookmarkTitle: 7 ConclusionBookmarkLevel: 2BookmarkPageNumber: 295BookmarkBeginBookmarkTitle: Additional TablesBookmarkLevel: 2BookmarkPageNumber: 296BookmarkBeginBookmarkTitle: Model SpecificationsBookmarkLevel: 2BookmarkPageNumber: 299BookmarkBeginBookmarkTitle: Zero-inflated Count ModelsBookmarkLevel: 3BookmarkPageNumber: 303BookmarkBeginBookmarkTitle: ReferencesBookmarkLevel: 2BookmarkPageNumber: 305BookmarkBeginBookmarkTitle: Quantile DEA: Estimating qDEA-alpha Efficiency Estimates with Conventional Linear ProgrammingBookmarkLevel: 1BookmarkPageNumber: 307BookmarkBeginBookmarkTitle: 1 IntroductionBookmarkLevel: 2BookmarkPageNumber: 308BookmarkBeginBookmarkTitle: 2 The qDEA ModelBookmarkLevel: 2BookmarkPageNumber: 309BookmarkBeginBookmarkTitle: 2.1 Partial Moment Stochastic InequalitiesBookmarkLevel: 3BookmarkPageNumber: 309BookmarkBeginBookmarkTitle: 2.2 Conventional DEA and Implementing Quantile DEABookmarkLevel: 3BookmarkPageNumber: 312BookmarkBeginBookmarkTitle: 2.3 Continuous Linear Programming qDEA Using Partial MomentsBookmarkLevel: 3BookmarkPageNumber: 312BookmarkBeginBookmarkTitle: 3 Example qDEA ModelBookmarkLevel: 2BookmarkPageNumber: 314BookmarkBeginBookmarkTitle: 3.1 A One Input: One Output ExampleBookmarkLevel: 3BookmarkPageNumber: 314BookmarkBeginBookmarkTitle: 3.2 qDEA Efficiency Scores for the CST ExampleBookmarkLevel: 3BookmarkPageNumber: 317BookmarkBeginBookmarkTitle: 3.3 Conservativeness of qDEA-I Efficiency ScoresBookmarkLevel: 3BookmarkPageNumber: 318BookmarkBeginBookmarkTitle: 4 Contrasting qDEA-? and Order-? Frontier EstimatesBookmarkLevel: 2BookmarkPageNumber: 320BookmarkBeginBookmarkTitle: 4.1 qDEA-? and Order-? FrontiersBookmarkLevel: 3BookmarkPageNumber: 321BookmarkBeginBookmarkTitle: 5 An Application of qDEA in a Study Examining Changes in State Level Agricultural Efficiencies Over TimeBookmarkLevel: 2BookmarkPageNumber: 323BookmarkBeginBookmarkTitle: 6 Summary and ConclusionsBookmarkLevel: 2BookmarkPageNumber: 326BookmarkBeginBookmarkTitle: ReferencesBookmarkLevel: 2BookmarkPageNumber: 327BookmarkBeginBookmarkTitle: Erratum to: Estimating Efficiencyin the Presence of Extreme Outliers:A Logistic-Half Normal StochasticFrontier Model with Application toHighway Maintenance Costs in EnglandBookmarkLevel: 1BookmarkPageNumber: 329BookmarkBeginBookmarkTitle: IndexBookmarkLevel: 1BookmarkPageNumber: 330PageMediaBeginPageMediaNumber: 1PageMediaRotation: 0PageMediaRect: 0 0 439.43 683.15PageMediaDimensions: 439.43 683.15PageMediaBeginPageMediaNumber: 2PageMediaRotation: 0PageMediaRect: 0 0 439.36 666.15PageMediaDimensions: 439.36 666.15PageMediaBeginPageMediaNumber: 3PageMediaRotation: 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335PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 3381PageLabelStart: 1PageLabelPrefix: 336PageLabelNumStyle: NoNumberTitle: 331968678XSubject:Keywords:Author: installCreator: PDFCreator Professional 4.2.0Producer: GPL Ghostscript 9.52CreationDate: Thu Jan 21 20:26:06 2021 CETModDate: Thu Jan 21 20:26:06 2021 CETTagged: noUserProperties: noSuspects: noForm: noneJavaScript: noPages: 339Encrypted: noPage size: 439.43 x 683.15 ptsPage rot: 0File size: 4937613 bytesOptimized: noPDF version: 1.4 252
Annexes 253
References 256
The Contribution of Productivity and Price Change to Farm-level Profitability: A Dual Approach Analysis of Crop Productionin Norway 258
1 Introduction 258
2 Theoretical Framework 260
2.1 Theoretical Background 260
2.2 Application 261
2.2.1 Productivity (TFP) Change Decomposition 261
2.2.2 Profitability Change Decomposition 262
3 The Econometric Model 264
4 Data and Definition of Variables 265
5 Estimation and Results 267
5.1 Testing Model Specification 268
5.2 Inefficiency Score 270
5.3 Price and Output Elasticities 270
5.4 TFP and Profitability Change 271
6 Discussion and Conclusion 274
References 274
Estimation of Health Care Demand and its Implication on Income Effects of Individuals 277
1 Introduction and Literature Review 277
2 Methodology 280
2.1 Discussion of Over Dispersion 280
2.2 Count Data Models 280
2.3 Zero-Inflated Count Models 280
3 Data Description 281
4 Discussion of the Results 282
4.1 Panel Data Models 282
4.2 Random Effects Model 283
4.3 Standard Count Models 284
4.4 Zero-Inflated Models (Pooled Data) 285
5 Model Evaluation 287
5.1 Distribution Comparisons 287
5.2 Predicted Versus Realizations Comparisons 290
6 Robustness Checks 290
6.1 Robustness Results on Pooled Sample 290
6.2 Accounting for Correlation Between Doctor Visits and Hospital Visits Using the Bivariate Negative Binomial Model 293
7 Conclusion 295
Additional Tables 296
Model Specifications 299
Zero-inflated Count Models 303
References 305
Quantile DEA: Estimating qDEA-alpha Efficiency Estimates with Conventional Linear Programming 307
1 Introduction 308
2 The qDEA Model 309
2.1 Partial Moment Stochastic Inequalities 309
2.2 Conventional DEA and Implementing Quantile DEA 312
2.3 Continuous Linear Programming qDEA Using Partial Moments 312
3 Example qDEA Model 314
3.1 A One Input: One Output Example 314
3.2 qDEA Efficiency Scores for the CST Example 317
3.3 Conservativeness of qDEA-I Efficiency Scores 318
4 Contrasting qDEA-? and Order-? Frontier Estimates 320
4.1 qDEA-? and Order-? Frontiers 321
5 An Application of qDEA in a Study Examining Changes in State Level Agricultural Efficiencies Over Time 323
6 Summary and Conclusions 326
References 327
Erratum to: Estimating Efficiencyin the Presence of Extreme Outliers:A Logistic-Half Normal StochasticFrontier Model with Application toHighway Maintenance Costs in England 329
Index 330
| Erscheint lt. Verlag | 2.2.2018 |
|---|---|
| Reihe/Serie | Springer Proceedings in Business and Economics | Springer Proceedings in Business and Economics |
| Zusatzinfo | VIII, 336 p. 69 illus. |
| Verlagsort | Cham |
| Sprache | englisch |
| Themenwelt | Recht / Steuern ► Öffentliches Recht ► Verwaltungsverfahrensrecht |
| Wirtschaft ► Allgemeines / Lexika | |
| Schlagworte | Education • Efficiency Measurement • Efficiency Measurement in Economics • Firm Productivity • Labor Productivity • Management Science • Operations Research • Production theory • public administration |
| ISBN-10 | 3-319-68678-X / 331968678X |
| ISBN-13 | 978-3-319-68678-3 / 9783319686783 |
| Haben Sie eine Frage zum Produkt? |
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