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Productivity and Efficiency Measurement of Airlines: Data Envelopment Analysis using R

Autor Boon L. Lee
en Limba Engleză Paperback – 2 mar 2023
In today’s competitive environment, airlines are doing everything they can to improve efficiency and productivity. Productivity and Efficiency Measurement of Airlines: Data Envelopment Analysis using R identifies and explains sources of airline efficiency and helps achieve these goals through the use of state-of-the-art measurement techniques.
Each chapter measures airline performance through the data envelopment analysis (DEA) model and other DEA variants. This book thoroughly discusses topics such as cost and revenue efficiency performance, carbon emissions performance management, and complex airline data analysis, employing appropriate models for each. Model methodologies are also discussed. The in-depth coverage is useful for all audiences, including students with a basic understanding of models, researchers and airline operators and management.
Productivity and Efficiency Measurement of Airlines: Data Envelopment Analysis using R provides R codes to help readers generate results and quantify efficient practices. These results provide airline decision-makers with the essential information they need to create better policies and avoid underperforming practices.


  • Thoroughly summarizes key DEA measurement models for productivity and efficiency of
    airlines
  • Guides users in generating airline performance results using DEA model and its variants
  • Features R codes useful for generating empirical results, and best practices, promoting quality
    policy and management decisions
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Specificații

ISBN-13: 9780128126967
ISBN-10: 0128126965
Pagini: 274
Dimensiuni: 152 x 229 mm
Greutate: 0.37 kg
Editura: ELSEVIER SCIENCE

Public țintă

1 – Aircraft Economics or civil aviation researchers, and senior undergraduate and graduate students. 2 – Industry professionals, such as airline operations managers, and executives. 3 - Policy makers.

Cuprins

1. INTRODUCTION
2. LITERATURE ON DATA ENVELOPMENT ANALYSIS AND AIRLINE PERFORMANCE
3. MEASURING AIRLINE PERFORMANCE: STANDARD DEA
4. MEASURING AIRLINE PRODUCTIVITY CHANGE
5. DEA VARIANTS IN MEASURING AIRLINE PERFORMANCE
6. MEASURING AIRLINE PERFORMANCE: INCORPORATING BAD OUTPUTS
7. NETWORK DEA TO MEASURE AIRLINE PERFORMANCE
8. SOURCES OF AIRLINE PERFORMANCE
9. CONCLUSION