Abstract
We propose to introduce some economic performance variables of the firms and relate these with the corresponding “frontier” efficiency measures of 13 industries of the Belgian manufacturing sector in 1978. In order to find groups of similar firms by applying a cluster technique, we assume that this relationship is of a product life cycle nature.
In the light of the product life cycle scheme itself and variations of it we can consider the possible explanatory variables of technical inefficiency in each group of firms as sources which intensify or slow-down the economic performance of the firm under consideration. Some cautious characterization of the top and bottom level clusters is formulated and linked to the efficiency issue.
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References
Aigner, D.J., C.A.K. Lovell, and P. Schmidt, 1977. Formulation and Estimation of Stochastic Frontier Function Models. Journal of Econometrics 6:21–37.
Anderberg, M. 1973. Cluster Analysis for Applications. Academic Press, New York.
Armandi, B. 1981. Organizational Structure and Efficiency. University Press of America, Washington, DC.
Gold, B. 1964. Industry Growth Patterns: Theory and Empirical Results. Journal of Industrial Economics 13:53–73.
Jondrow, J., C.A.K. Lovell, I.S. Materov, and P. Schmidt. 1982. On the Estimation of Technical Inefficiency in the Stochastic Frontier Production Function Model. Journal of Econometrics 19:233–238.
Kaufman, L., and P. Rousseeuw. 1988. Finding Groups in Data. An introduction to cluster analysis. J. Wiley, New York (to appear).
Meeusen, W., and J. van den Broeck. 1977. Efficiency Estimation from Cobb-Douglas Production Functions with Composed Error. International Economic Review 18:435–444.
Rousseeuw, P.J. 1987. Silhouettes: a graphical aid to the interpretation and validation of cluster analysis. Journal of Computational and Applied Mathematics, Proceedings of ICCAM, 20:53–65.
van den Broeck, J. 1988. Stochastic “Frontier” Inefficiency and Firm Size for Selected Industries of the Belgian Manufacturing Sector: some new evidence. In Applications of Modem Production Theory. Efficiency and Productivity in honor of R. W. Shephard (Eds. A. Dogramaci, R. Färe). Kluwer Academic Publishers, Boston pp. 59–101.
Vanlommel, E., M. Jegers, and W. Buijink. 1983. Sectoriële Ratio-Analyse voor de Belgische Nijverheid, 1977–1980. (Ratio analysis for the Belgian manufacturing sector, 1977–1980). Working paper 83/07, University of Antwerp (RUCA) pp. 1–56.
Who owns Whom 1978. Continental Europe. A Directory of Parent, Associate and Subsidiary Companies Vol. I and II. Dun & Bradstreet Ltd., London.
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Van Den Broeck, J., Broeckx, F. & Kaufman, L. Economic performance and “frontier” efficiency: A product life-cycle approach. J Prod Anal 1, 43–78 (1989). https://doi.org/10.1007/BF00161738
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DOI: https://doi.org/10.1007/BF00161738