This study has measured firm-specific time invariant technical efficiency in the Indian automobile industry during 2004–06 using a suitably constructed stochastic production frontier. The one-sided inefficiency random variable is assumed to be truncated normal with a variable mode which is non-neutral with respect to some selected firm-specific factors, capable of explaining inter-firm variations in the level of technical inefficiency. It is found that age of the firm since inception and level of technical efficiency are inversely associated. However, the market share of the firm and the degree of automation are found to be positively associated with firm level technical efficiency. Statistical tests further reveal that the underlying technology in the automobile industry in India is linear homogeneous.
Adhikary, M.L. (2004), ‘Farm Size and Efficiency: A Case Study of Paddy Production in West Bengal’, in R. Ghosh and C. Neogi (eds), Theory and Applications of Productivity and Efficiency, pp. 203–33. New Delhi: Macmillan .
2.
Aigner, D. , C.A.K. Lovell and P. Schmidt (1977), ‘ Formulation and Estimation of Stochastic Production Models ’, Journal of Econometrics, 6(1): 21–37 .
3.
Battese, G.E. and T. Coelli (1995), ‘ A Model for Technical Inefficiency Effects in a Stochastic Frontier Production Function for Panel Data ’, Empirical Economics, 20(2): 325–32 .
4.
Bhavani, T.A. (1991), ‘ Technical Efficiency in Indian Modern Small Scale Sector: An Application of Frontier Production Function ’, Indian Economic Review, 26(2): 149–66 .
5.
Coelli, T. (1996), ‘A Guide to FRONTIER Version 4.1: A Computer Programme for Stochastic Frontier Production and Cost Function Estimation’, CEPA Working Paper No.96/07. Armidale: University of New-England .
6.
Farrell, M.J. (1957), ‘ Measurement of Productive Efficiency ’, Journal of Royal Statistical Society, 120(III): 253–81 .
7.
Forsund, Finn , C.A. Knox Lovell and Peter Schmidt (1980), ‘ A Survey of Production Functions and Their Relationship to Efficiency Measurements ’, Journal of Econometrics, 13(1): 5–25 .
8.
Fried, H.O. , C.A.K. Lovell , and S.S. Schmidt (eds) (1993), The Measurement of Productive Efficiency: Techniques and Applications. New York: Oxford University Press .
9.
Greene, W.H. (1993), ‘The Econometric Approach to Efficiency Analysis,’ in Harold O. Fried , C.A. Knox Lovell and S.S. Schmidt (eds), The Measurement of Productive Efficiency—Techniques and Applications, pp. 68–119. Oxford: Oxford University Press .
10.
Huang, C.J. and J.T. Liu (1994), ‘ Estimation of a Non-Neutral Stochastic Frontier Production Function ’, Journal of Productivity Analysis, 5(2): 171–80 .
11.
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(2/3): 233–38 .
12.
Kumbhakar, Subal C. , S. Ghosh and J.T. Mcguckin (1991), ‘ A Generalized Production Frontier Approach for Estimating Determinants of Inefficiency in U.S. Dairy Farms ’, Journal of Business and Economic Statistics, 9(3): 287–96 .
13.
Kumbhakar, Subal C. and C.A. Knox Lovell (2000), Stochastic Frontier Analysis. New York: Cambridge University Press .
14.
Little, I.M.D. , D. Mazumdar and John M. Page Jr. (1987), Small Manufacturing Enterprises: A Comparative Study of India and Other Economies. New York: Oxford University Press .
15.
Madheswaran, S. , Badri Naryan Rath and Hailin Liao (2007), ‘ Productivity Growth of Indian Manufacturing Sector: Panel Estimation of Stochastic Production Frontier and Technical Inefficiency ’, Journal of Developing Areas, 40(2): 35–36 .
16.
Meeusen, W. and J. Van Den Broeck (1977), ‘ Efficiency Estimation from Cobb–Douglas Production Functions with Composed Error ’, International Economic Review, 18(2): 435–44 .
17.
Nikaido, Y. (2004), ‘ Technical Efficiency of Small Scale Industry: Application of Stochastic Production Frontier Model ’, Economic and Political Weekly, 36(3): 592–97 .
18.
Page, Jr. , John M. (1984), ‘ Size and Technical Efficiency: Applications of Production Frontiers to Indian Survey Data ’, Journal of Development Economics, 16(4): 129–52 .
19.
Ramaswamy, K.V. (1993), ‘ Capacity Intensity, Productivity and Returns to Scale in Modern Small Industries in India ’, Indian Economic Review, 28(2): 157–73 .
20.
Reifschneider, D. and R. Stevenson (1991), ‘ Systematic Departures from the Frontier: A Frame-work for Analysis of Firm Inefficiency ’, International Economic Review, 32(3): 715–23 .
21.
Reserve Bank of India (2006), Reserve Bank of India: Handbook of Statistics on the Indian Economy, Mumbai .
22.
Stevenson, R.E. (1980), ‘ Likelihood Functions for Generalized Stochastic Frontier Estimation ’, Journal of Econometrics, 13(1): 57–66 .
