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Determinants of total factor productivity growth of Tunisian manufacturing firms

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  • Khaled Thabet

    (Higher school of economic and commercial sciences of Tunis)

Abstract

Using a panel of Tunisian manufacturing firms observed over the 1998–2006 period, The purpose of this paper was to decompose the total factor productivity (TFP) growth into technological progress and changes in technical efficiency taking advantage of the DEA-based Malmquist productivity index. Recent developments in bootstrapping techniques are used to give more insight concerning the significance of the point estimates from the linear programming and total factor productivity estimates. Results show that, in average, technical efficiency score is around 59% which implies that the firms in our sample can, on average, increase production by 41% using the same levels of inputs in order to match the frontier. Across industries, TFP growth has been heterogeneous. TFP of manufacturing sector increased in average by 7.55% over the period 1998-2006. This performance was due mainly to technical efficiency change (5.77%) and a relatively low technological change (1,67%).

Suggested Citation

  • Khaled Thabet, 2018. "Determinants of total factor productivity growth of Tunisian manufacturing firms," Economics Bulletin, AccessEcon, vol. 38(1), pages 336-348.
  • Handle: RePEc:ebl:ecbull:eb-16-00160
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    File URL: http://www.accessecon.com/Pubs/EB/2018/Volume38/EB-18-V38-I1-P32.pdf
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    References listed on IDEAS

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    1. Léopold Simar & Paul Wilson, 2000. "Statistical Inference in Nonparametric Frontier Models: The State of the Art," Journal of Productivity Analysis, Springer, vol. 13(1), pages 49-78, January.
    2. Léopold Simar & Paul Wilson, 1999. "Of Course We Can Bootstrap DEA Scores! But Does It Mean Anything? Logic Trumps Wishful Thinking," Journal of Productivity Analysis, Springer, vol. 11(1), pages 93-97, February.
    3. Caves, Douglas W & Christensen, Laurits R & Diewert, W Erwin, 1982. "The Economic Theory of Index Numbers and the Measurement of Input, Output, and Productivity," Econometrica, Econometric Society, vol. 50(6), pages 1393-1414, November.
    4. R. D. Banker & A. Charnes & W. W. Cooper, 1984. "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis," Management Science, INFORMS, vol. 30(9), pages 1078-1092, September.
    5. Wheelock, David C & Wilson, Paul W, 1999. "Technical Progress, Inefficiency, and Productivity Change in U.S. Banking, 1984-1993," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 31(2), pages 212-234, May.
    6. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    7. Simar, Leopold & Wilson, Paul W., 1999. "Estimating and bootstrapping Malmquist indices," European Journal of Operational Research, Elsevier, vol. 115(3), pages 459-471, June.
    8. Wilson, Paul W., 2008. "FEAR: A software package for frontier efficiency analysis with R," Socio-Economic Planning Sciences, Elsevier, vol. 42(4), pages 247-254, December.
    9. Gitto, Simone & Mancuso, Paolo, 2012. "Bootstrapping the Malmquist indexes for Italian airports," International Journal of Production Economics, Elsevier, vol. 135(1), pages 403-411.
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    Cited by:

    1. Claudiu Tiberiu Albulescu & Serban Miclea, 2020. "Firm-level total factor productivity convergence in German electricity and gas industry," Working Papers hal-02512939, HAL.
    2. Zhiyang Shen & Vivian Valdmanis, 2022. "Assessing total factor productivity across Africa: an empirical investigation," Journal of Productivity Analysis, Springer, vol. 58(2), pages 239-253, December.

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    More about this item

    Keywords

    Total factor productivity; Technical change; Technical efficiency; Danta envelopement analysis; Bootstrap;
    All these keywords.

    JEL classification:

    • C1 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General
    • L2 - Industrial Organization - - Firm Objectives, Organization, and Behavior

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