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Returns to Growth in Indian Automobile Industry: A Non-Parametric Data Envelopment Analysis (DEA) Approach

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  • Ramakrushna Panigrahi

    (IDCO Plot Number 1)

Abstract

This paper examines the concept of returns to growth (RTG) of Indian automobile industry by evaluating the relationship between growth of inputs and growth of outputs for estimating the RTG behavior of the major firms. RTG behaviour assumes importance for the Indian automobile industry which operates in a fiercely competitive oligopolistic market environment with clear evidences of price stickiness over last two decades. With increasingly stricter regulatory norms and rising costs of production, the automobile industry faces many challenges to sustain profitability. The firms need to innovate constantly and experience increasing returns to scale (RTS) to remain relevant. The empirical findings of the Indian automobile industry reveal that firms operating under increasing RTS may exhibit constant or decreasing RTG; firms showing constant RTS may exhibit increasing or decreasing RTG; and firms showing decreasing RTS may exhibit constant or increasing RTG. The paper finds that RTS estimates need not provide guidance to the growth strategy behavior of firms which operate under oligopolistic competition which compounds the challenges to remain profitable with a sticky price phenomenon.

Suggested Citation

  • Ramakrushna Panigrahi, 2021. "Returns to Growth in Indian Automobile Industry: A Non-Parametric Data Envelopment Analysis (DEA) Approach," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 19(4), pages 747-765, December.
  • Handle: RePEc:spr:jqecon:v:19:y:2021:i:4:d:10.1007_s40953-021-00246-y
    DOI: 10.1007/s40953-021-00246-y
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    1. B. K. Sahoo & K. Kerstens & K. Tone, 2012. "Returns to growth in a non parametric DEA approach," Post-Print hal-00684430, HAL.
    2. Jati Sengupta, 2007. "Dynamics of Entry and Market Evolution," Palgrave Macmillan Books, Palgrave Macmillan, number 978-0-230-21101-8, December.
    3. Andrew Worthington, 2001. "An Empirical Survey of Frontier Efficiency Measurement Techniques in Education," Education Economics, Taylor & Francis Journals, vol. 9(3), pages 245-268.
    4. Tone, Kaoru & Sahoo, Biresh K., 2003. "Scale, indivisibilities and production function in data envelopment analysis," International Journal of Production Economics, Elsevier, vol. 84(2), pages 165-192, May.
    5. Sahoo, Biresh K. & Tone, Kaoru, 2009. "Decomposing capacity utilization in data envelopment analysis: An application to banks in India," European Journal of Operational Research, Elsevier, vol. 195(2), pages 575-594, June.
    6. J K Sengupta, 2005. "Data envelopment analysis with heterogeneous data: an application," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 56(6), pages 676-686, June.
    7. Baumol, William J, 1982. "Contestable Markets: An Uprising in the Theory of Industry Structure," American Economic Review, American Economic Association, vol. 72(1), pages 1-15, March.
    8. Tone, Kaoru & Sahoo, Biresh K., 2005. "Evaluating cost efficiency and returns to scale in the Life Insurance Corporation of India using data envelopment analysis," Socio-Economic Planning Sciences, Elsevier, vol. 39(4), pages 261-285, December.
    9. Sahoo, Biresh & Singh, Ramadhar & Mishra, Bineet & Sankaran, Krithiga, 2015. "Research Productivity in Management Schools of India: A Directional Benefit-of-Doubt Model Analysis," MPRA Paper 67046, University Library of Munich, Germany.
    10. Jati Sengupta & Biresh Sahoo, 2006. "Productivity and Efficiency Analysis," Palgrave Macmillan Books, in: Efficiency Models in Data Envelopment Analysis, chapter 1, pages 1-35, Palgrave Macmillan.
    11. Jati K. Sengupta, 2004. "Competition and Growth," Palgrave Macmillan Books, Palgrave Macmillan, number 978-0-230-50531-5, December.
    12. Sengupta, Jati K., 1999. "A dynamic efficiency model using data envelopment analysis," International Journal of Production Economics, Elsevier, vol. 62(3), pages 209-218, September.
    13. Bruno De Borger & Kristiaan Kerstens & Álvaro Costa, 2002. "Public transit performance: What does one learn from frontier studies?," Transport Reviews, Taylor & Francis Journals, vol. 22(1), pages 1-38, January.
    14. Jati K. Sengupta, 2004. "Selection and Evolution of Industry," Palgrave Macmillan Books, in: Competition and Growth, chapter 2, pages 36-70, Palgrave Macmillan.
    15. Paul M. Sweezy, 1939. "Demand Under Conditions of Oligopoly," Journal of Political Economy, University of Chicago Press, vol. 47(4), pages 568-568.
    16. Jati Sengupta & Biresh Sahoo, 2006. "Efficiency Models in Data Envelopment Analysis," Palgrave Macmillan Books, Palgrave Macmillan, number 978-0-230-59817-1, December.
    17. Seiford, Lawrence M. & Zhu, Joe, 2002. "Modeling undesirable factors in efficiency evaluation," European Journal of Operational Research, Elsevier, vol. 142(1), pages 16-20, October.
    18. Elvira Silva & Spiro Stefanou, 2003. "Nonparametric Dynamic Production Analysis and the Theory of Cost," Journal of Productivity Analysis, Springer, vol. 19(1), pages 5-32, January.
    19. Jati K. Sengupta, 2004. "Innovations and Growth," Palgrave Macmillan Books, in: Competition and Growth, chapter 5, pages 120-150, Palgrave Macmillan.
    20. Sahoo, Biresh K. & Tone, Kaoru, 2009. "Radial and non-radial decompositions of profit change: With an application to Indian banking," European Journal of Operational Research, Elsevier, vol. 196(3), pages 1130-1146, August.
    21. Sengupta, Jati K., 2005. "Nonparametric efficiency analysis under uncertainty using data envelopment analysis," International Journal of Production Economics, Elsevier, vol. 95(1), pages 39-49, January.
    22. Jati Sengupta, 2011. "Understanding Economic Growth," Springer Books, Springer, number 978-1-4419-8026-7, October.
    23. Sahoo, Biresh K. & Singh, Ramadhar & Mishra, Bineet & Sankaran, Krithiga, 2017. "Research productivity in management schools of India during 1968-2015: A directional benefit-of-doubt model analysis," Omega, Elsevier, vol. 66(PA), pages 118-139.
    24. Yasar A. Ozcan, 2008. "Health Care Benchmarking and Performance Evaluation," International Series in Operations Research and Management Science, Springer, number 978-0-387-75448-2, April.
    25. Jati K. Sengupta, 2004. "Competition and Growth," Palgrave Macmillan Books, in: Competition and Growth, chapter 1, pages 1-35, Palgrave Macmillan.
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    More about this item

    Keywords

    Returns to growth; Level efficiency; Growth efficiency; Data envelopment analysis;
    All these keywords.

    JEL classification:

    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity

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