Stochastic Frontiers; Airline Companies; Technical Efficiency; Operating Environment; Net Efficiency
Abstract :
[en] The principal aim of this paper is to measure the efficiency of international airlines. We
obtain measures of technical efficiency from stochastic frontier production functions which
have been adjusted to account for environmental influences such as network conditions,
geographical factors, etc. We observe that two alternative approaches to this problem have
been proposed in the efficiency measurement literature. One assumes that the environmental
factors influence the shape of the technology while the other assumes that they directly
influence the degree of technical inefficiency. In this paper we compare the results obtained
when using these two approaches. The two sets of results provide similar rankings
of airlines but suggest differing degrees of technical inefficiency. Both sets of results also
suggest that Asian/Oceanic airlines are technically more efficient than European and North
American airlines but that the differences are essentially due to more favourable environmental
conditions. Nevertheless, it is among Asian companies that the major improvements
in managerial efficiency (technical efficiency with environmental factors netted out) took
place over the sample period (1977–1990).
Research Center/Unit :
CREPP - Centre de Recherche en Économie Publique et de la Population - ULiège
Disciplines :
Economic systems & public economics
Author, co-author :
Coelli, Tim
Perelman, Sergio ; Université de Liège - ULiège > HEC-Ecole de gestion : UER > Economie publique appliquée
Romano, Elliot
Language :
English
Title :
Accounting for Environmental Influences in Stochastic Frontier Models: With Application to International Airlines
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Bibliography
Ahn, S. C., D. Good, and R. C. Sickles. (1997). "A Dynamic Frontier Approach to Assessing the Relative Efficiency of Asian and North American Airline Firms." Paper presented at the Taipei International Conference on Efficiency and Productivity Growth, June 20-21, 1997.
Aigner, D. J., C. A. K. Lovell, and P. Schmidt. (1977). "Formulation and Estimation of Stochastic Frontier Production Function Models." Journal of Econometrics 6, 21-37.
Baltagi, B. H., J. M. Griffin, and D. P. Rich. (1995). "Airline Deregulation: The Cost Pieces of the Puzzle." International Economic Review 36, 245-259.
Barla, P., and S. Perelman. (1989). "Technical Efficiency in Airlines under Regulated and Deregulated Environments." Annals of Public and Cooperative Economics 60, 61-80.
Battese, G. E., and T. J. Coelli. (1988). "Prediction of Firm-level Technical Efficiencies with a Generalised Frontier Production Function and Panel Data." Journal of Econometrics 38, 387-399.
Battese, G. E., and T. J. Coelli. (1993). "A Stochastic Frontier Production Function Incorporating a Model for Technical Inefficiency Effects." Working Papers in Econometrics and Applied Statistics No 69, Department of Econometrics, University of New England, Armidale.
Battese, G. E., and T. J. Coelli. (1995). "A Model for Technical Inefficiency Effects in a Stochastic Frontier Production Function for Panel Data." Empirical Economics 20, 325-332.
Bauer, P.W. (1990). "Decomposing TFP Growth in the Presence of Cost Inefficiency, Nonconstant Returns to Scale, and Technological Progress." Journal of Productivity Analysis 1, 287-299.
BIE (Bureau of Industry Economics). (1994). International Performance Indicators. Aviation. Canberra: Australian Government Publishing Service.
Captain, P. F., and R. C. Sickles. (1997). "Competition and Market Power in the European Airline Industry: 1976-1990." Managerial and Decision Economics 18, 1-17.
Caves, D. W., L. R. Christensen, and M. W. Tretheway. (1981). "U.S. Trunk Air Airlines, 1972-1977: A Multilateral Comparison of Total Factor Productivity." In T. G. Cowing and R. E. Stevenson (eds.), Productivity Measurement in Regulated Industries. Academic Press, 47-77.
Caves, D. W., L. R. Christensen, and E. Diewert. (1982). "Multilateral Comparisons of Output, Input, and Productivity Using Superlative Index Numbers." The Economic Journal 92, 73-86.
Caves, D. W., L. R. Christensen, and M. W. Tretheway. (1984). "Economies of Density versus Economies of Scale: Why Trunk and Local Service Airline Costs Differ." Rand Journal of Economics 15, 471-489.
Coelli, T. J. (1992). "A Computer Program for Frontier Production Function Estimation." Economic Letters 39, 29-32.
Coelli, T. J. (1994). "A Guide to Frontier Version 4.1 : A Computer Program for Stochastic Frontier Production and Cost Function Estimation." mimeo, Department of Econometrics, University of New England, Armidale.
Cornwall, C., P. Schmidt, and R. C. Sickles. (1990). "Production Frontiers with Cross-Sectional and Time-Series Variation in Efficiency Levels." Journal of Econometrics 46(1/2), 185-200.
Distexhe, V., and S. Perelman. (1994). "Technical Efficiency and Productivity Growth in an Era of Deregulation: The Case of Airlines." Swiss Journal of Economics and Statistics 130, 669-689.
Ehrlich, I., G. Gallais-Hamonno, Z. Liu, and R. Lutter. (1994). "Productivity Growth and Firm Ownership: An Analytical and Empirical Investigation." Journal of Political Economy 102, 1006-1038.
Forsyth, P. J., R. D. Hill, and C. D. Trengove. (1986). "Measuring Airline Efficiency." Fiscal Studies 7, 61-81.
Gathon, H.-J., and P. Pestieau. (1995). "Decomposing Efficiency into the Managerial and Regulatory Components. The Case of European Railways." European Journal of Operation Research 80, 500-507.
Good, D., M. Nadiri, L. H. Röller, and R. C. Sickles. (1993). "Efficiency and Productivity Growth Comparisons of European and U.S. Air Carriers : A First Look at the Data." The Journal of Productivity Analysis 4, 115-125.
Good, D., L. H. Röller, and R. C. Sickles. (1995). "Airline Efficiency Differences Between Europe and the US: Implications for the Pace of EC Integration and Domestic Regulation." European Journal of Operational Research 80, 508-518.
Hausman, J. A., and W. Taylor. (1981). "Panel Data and Unobservable Individual Effects." Econometrica 49, 1377-1399.
ICAO, International Civil Aviation Organisation. (1977-1990a). Digest of Statistics, Montreal.
ICAO, International Civil Aviation Organisation. (1977-1990b). Personel Series and Fleet Digest, Montreal.
Kalirajan, K. P. (1989). "On Measuring the Contribution of Human Capital to Agricultural Production." Indian Economic Review 24, 247-261.
Kumbhakar, S. C., S. C. Ghosh, and J. T. McGuckin. (1991). "A Generalised Production Frontier Approach for Estimating Determinants of Inefficiency in U.S. Dairy Farms." Journal of Business and Economic Statistics 9, 279-286.
Oum, T. H., and C. Yu. (1995). "A Productivity Comparison of the World's Major Airlines." Journal of Air Transport Management 2, 181-195.
Pitt, M. M., and L.-F. Lee. 1981. "Measurement and Sources of Technical Inefficiency in the Indonesian Weaving Industry." Journal of Development Economics 9, 43-64.
Pestieau, P., and H. Tulkens. (1993). "Assessing and Explaining the Performance of Public Enterprises: Some Recent Evidence from the Productive Efficiency Viewpoint." Finanz Archiv 50, 293-323.
Ray, S. C., and K. Mukherjee. (1994). "Decomposition of the Fisher Ideal Index of Productivity: A Non-parametric Dual Analysis of U.S. Airlines Data." University of Connecticut, mimeo.
Schmidt, P., and R. C. Sickles. (1984). "Production Frontiers and Panel Data." Journal of Business and Economic Statistics 2, 367-374.
Sickles, R. C. (1985). "A Non-linear Multi-variate Error Component Analysis of Technology and Specific Factor Productivity Growth with an Application to the U.S. Airlines." Journal of Econometrics 27, 61-78.
Sickles, R. C., D. Good, and R. L. Johnson. (1986). "Allocative Distortions and the Regulatory Transition of the U.S. Airline Industry." Journal of Econometrics 33, 143-163.
Windle, R. J. (1991). "The World's Airlines: A Cost and Productivity Comparison." Journal of Transport Economics and Policy 25, 31-49.
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