Technical Efficiency of Manufacturing Enterprises in Libya: A Stochastic Frontier Analysis

Hodud Omran Essmui, Madeline Berma, Faridah Bt. Shahadan, Shamshubarida Bt. Ramlee

Abstract


This paper examines the performance of manufacturing firms in Libya. Specifically, it evaluates firm level technical efficiency. The paper uses an econometric approach based on a stochastic frontier production function to analyze 207 firms from survey conducted from March to May 2013. The results from estimations reveal that technical efficiencies of Libyan manufacturing firms ranging from 37.77 percent to 95.27 percent, with an average of 71.27 percent. While, the percent of firms that considered technically efficient is only 17.87 percent of the total firms. 


Keywords


Manufacturing Industries; Technical Efficiency; Stochastic Frontier Analysis

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References


Ahmed, M.S and Ahmed, M.D. (2013). Efficiency Variation of Manufacturing Firms: A Case Study of Seafood Processing Firms in Bangladesh. Review of Economics & Finance. ISSNs: 1923-7529; 1923-8401 © 2013 Academic Research Centre of Canada.

Aigner DJ, Lovell, C.A.K., and Schmidt, P.J. (1977). Formulation and estimation of stochastic frontier production function models. Journal of Econometrics 6(1):21-37

Ajibefun, I.A. (2007). Technical Efficiency Analysis of Micro-enterprises: Theoretical and Methodological Approach of the Stochastic Frontier Production Functions Applied to Nigerian Data. Journal of African Economies 1: 1-46.

Asid, R. (2010). The Technical Efficiency Analyses of Manufacturing Sector in Malaysia: Evidence from the First Industrial Master Plan (1986-1995). Asian Social Science, Vol.6, No.2

Battese, G. E. and Coelli, T.J. (1988). Prediction of firm-level technical efficiencies with a generalized frontier production function and panel data. Journal of Econometrics, 38: 387-399.

Battese, G.E. and Coelli, T.J. (1992). ‘Frontier Production Functions, Technical Efficiency and Panel Data: With Application to Paddy Farmers in India’, Journal of Productivity Analysis, 3: 153-169.

Battese, G. E. and Coelli. T.J. (1995). A model for technical inefficiency effects in a stochastic frontier production function for panel data. Empirical Economics, 20, 325-332.

Baten, M. A, Rana, M., Das, S and Khaleque, M.A. (2006). Technical Efficiency of Some Selected Manufacturing Industries in Bangladesh: A Stochastic Frontier Analysis. The Lahore Journal of Economics 11 : 2 (Winter 2006) pp. 23-41

Charoenrat, T. ,Harvie, C. and Amornkitvikai, Y. (2013). Thai manufacturing small and medium sized enterprise technical efficiency: Evidence from firm-level industrial census data. Journal of Asian Economics 27: 42–56.

Coelli, T. J. (1996). A guide to FRONTIER version 4.1: A computer program for stochastic frontier production and cost function estimation. CEPA Working Papers, No. 7/96, ISBN 186389 4950, Department of Econometrics, University of New England, Armidale, pp. 33.

Coelli, T.J., Rao, D.S.P., O'Donnell, C.J.and Battese, G.E. (2005). An Introduction to Efficiency and Productivity Analysis. New York: Springer.

Debru, G. (1951). ‘The Coefficient of Resource Utilization’, Econometrica, 19: 273-292.

Erkoc, T.E. (2012). Estimation Methodology of Economic Efficiency: Stochastic Frontier Analysis vs Data Envelopment Analysis.International Journal of Academic Research in Economics and Management Sciences 1(1).

Farrell, M.J., 1957, ‘The Measurement of Productive Efficiency’, Journal of the Royal Statistical Society, Series A, 120: 253-290.

Grabowski, R, Kraft, S. Pasurka, C. and Hassan. A. (1990). A Ray-Homothenic and Efficiency: Grain Farms in Southern Illinois. Eroupean Review Agricultural Economics, 17, 435- 448.

GPC General Planning Council, Economic and Social Indicators, Various Issues.

GAI General Information Authority, Statistics Book, Various Issues.

Jondrow, J., Lovell, C. A. K., Materov, I. S. and Schmidt, P. (1982). On Estimation of Technical Inefficiency in the Stochastic Frontier Production Function Model. Journal of Econometrics, 19 (2/3), 233-238.

Kamaruddin, H.B. and Abokaresh, M.S.M. (2012). The Performance of Privatized Firms: Empirical Analysis for Libya. International Review of Business Research Papers.Vol. 8. No.6: 134.

Kumbhakar, S. and Lovell, C. A. K (2003). Stochastic Frontier Analysis. Cambridge U.K.: Cambridge University Press.

Koopmans, T.C. (1951). ‘An Analysis of Production as an Efficient Combination of Activities’, in T.C. Koopmans, Ed., Activity Analysis of Production and Allocation, Cowles Commission for Research in Economics, Monograph No.13, Wiley, New York.

Le, V.,and Harvie,C. (2010). Firm performance in Vietnam: Evidence from manufacturing small and medium enterprises. University of Wollongong Economics, Working Paper Series 04-10.

Margono, H and Sharma, S. (2006). Efficiency and productivity analyses of Indonesian manufacturing industries. Journal of Asian Economics 17: 979–995.

Meeusen, W and van den Broeck, J .(1977). Efficiency estimation from Cobb-Douglas production functions with composed error. International Economic Review 18:435-444.

Metz, H.C.(2004). Libya. Kessinger Publishing.

Munongo, S. and Chitungo, S.K. (2013). Determinants of technical efficiency in the Zimbabwean manufacturing industries. International Journal of Management & Information Technology Volume 3, No 1, January, 2013. ISSN: 2278-5612

Njikam, O.(2003). Trade Reform and Efficiency in Cameroon’s Manufacturing industries. African Economic Research Consortium, Nairobi. (AERC Research Paper 133.)

Porcelli, F. (2009).Measurement of Technical Efficiency: A brief survey on parametric and non-parametric techniques.

http://www2.warwick.ac.uk/fac/soc/economics/staff/phd_students/porcelli/porcelli_dea_sfm.pdf

Radam, A., Ahali, N.M. and Baharom, H. A. (2012). Technical efficiency of manufactured rubber product in Malaysia: stochastic frontier analysis. Production Management, 42: 6466-6471.

Radam, A., Abu, M. and Abdullah, A.M. (2008). Technical Efficiency of Small and Medium Enterprise in Malaysia: A Stochastic Frontier Production Model. Journal of Economics and Management 2(2): 395 – 408.

Soderbom, M &, Teal, F. (2004). Size and efficiency in African manufacturing firms: evidence from firm-level panel data. Journal of Development Economics 73: 369– 394.

Ud Din, M., Ghani, E. and Mahmood, T. (2007). Technical Efficiency of Pakistan’s Manufacturing Sector: A Stochastic Frontier and Data Envelopment Analysis. The Pakistan Development Review 46: 1 (Spring 2007) pp. 1–18


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