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Ownership Classification and Technical Efficiency in Indian Manufacturing Firms: A Stochastic Frontier Approach

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Abstract

The study is proposed to explore the divergence in the technical efficiencies of the group-affiliated and standalone Indian manufacturing firms using Battesse and Coelli (1992). Group-affiliated firms have been claimed to have easier access to finance by various studies in comparison with standalone firms. Standalone firms generally find difficulties in arranging financing sources, whereas group firms can access finance from the profitable group firms at a lesser cost of capital than persisting market rates. Standalone firms need to be more efficient and profitable to accumulate internal earnings to accept available positive NPV (net present value) projects. The study will be conducted using linear logarithm form of Cobb–Douglas production function, where the value added in the particular financial year will be used as the dependent variable, while independent variables will be capital stock and a number of employees working in the firm at time t. The efficiency of the firms will be captured by the non-negative term (−u) constituted in the error term of the stochastic frontier equation. The study will be conducted for the period 2010–2016 using various data sources that include prowess database from the centre for monitoring Indian economy, Reserve Bank of India and annual survey of industries. The study will help to understand the efficiency patterns of Indian manufacturing over the years and will also explore whether the situation of credit constraints will motivate firms to be more efficient than their competitors. The main motivation for the study is derived credit constraints that are faced by the firms by virtue of not belonging to a business group.

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References

  • Agung, J. (2000). Financial constraint, firms’ investments and the channels of monetary policy in Indonesia. Applied Economics, 32(13), 1637–1646.

    Article  Google Scholar 

  • Almeida, H., Campello, M., & Weisbach, M. S. (2004). The cash flow sensitivity of cash. The Journal of Finance, 59(4), 1777–1804.

    Article  Google Scholar 

  • Battese, G. E., & Coelli, T. J. (1992). Frontier production functions, technical efficiency and panel data: With application to paddy farmers in India. Journal of Productivity Analysis, 3(1–2), 153–169.

    Article  Google Scholar 

  • Battese, G. E., & Coelli, T. J. (1995). A model for technical inefficiency effects in a stochastic frontier production function for panel data. Empirical Economics, 20(2), 325–332.

    Article  Google Scholar 

  • Belotti, F., Daidone, S., Ilardi, G., & Atella, V. (2012). Stochastic frontier analysis using Stata.

    Google Scholar 

  • Bhandari, A. K., & Ray, S. C. (2012). Technical efficiency in the Indian textiles industry: A non-parametric analysis of firm-level data. Bulletin of Economic Research, 64(1), 109–124.

    Article  Google Scholar 

  • Cabral, L., & Mata, J. (2003). On the evolution of the firm size distribution: Facts and theory. American Economic Review, 93(4), 1075–1090.

    Article  Google Scholar 

  • Campa, J. M., & Shaver, J. M. (2002). Exporting and capital investment: On the strategic behavior of exporters. IESE research papers, 469.

    Google Scholar 

  • Chirinko, R. S., & Schaller, H. (1995). Why does liquidity matter in investment equations? Journal of Money, Credit and Banking, 27(2), 527–548.

    Article  Google Scholar 

  • Cleary, S. (1999). The relationship between firm investment and financial status. The Journal of Finance, 54(2), 673–692.

    Article  Google Scholar 

  • Coelli, T. J., Rao, D. S. P., O’Donnell, C. J., & Battese, G. E. (2005). An introduction to efficiency and productivity analysis. Springer Science & Business Media.

    Google Scholar 

  • Črnigoj, M., & Verbič, M. (2014). Financial constraints and corporate investments during the current financial and economic crisis: The credit crunch and investment decisions of Slovenian firms. Economic systems, 38(4), 502–517.

    Article  Google Scholar 

  • Denis, D. J., & Sibilkov, V. (2009). Financial constraints, investment, and the value of cash holdings. The Review of Financial Studies, 23(1), 247–269.

    Article  Google Scholar 

  • Devereux, M., & Schiantarelli, F. (1990). Investment, financial factors, and cash flow: Evidence from UK panel data. In Asymmetric information, corporate finance, and investment (pp. 279–306). University of Chicago Press.

    Google Scholar 

  • Fazzari, S. M., Hubbard, R. G., Petersen, B. C., Blinder, A. S., & Poterba, J. M. (1988). Financing constraints and corporate investment. Brookings papers on economic activity, 1988(1), 141–206.

    Article  Google Scholar 

  • Fazzari, S. M., & Petersen, B. C. (1993). Working capital and fixed investment: New evidence on financing constraints. The RAND Journal of Economics, 328–342.

    Article  Google Scholar 

  • Gilchrist, S., & Himmelberg, C. P. (1995). Evidence on the role of cash flow for investment. Journal of monetary Economics, 36(3), 541–572.

    Article  Google Scholar 

  • Hoshi, T., Kashyap, A., &Scharfstein, D. (1991). Corporate structure, liquidity, and investment: Evidence from Japanese industrial groups. The Quarterly Journal of Economics, 33–60.

    Article  Google Scholar 

  • Kadapakkam, P. R., Kumar, P. C., & Riddick, L. A. (1998). The impact of cash flows and firm size on investment: The international evidence. Journal of Banking & Finance, 22(3), 293–320.

    Article  Google Scholar 

  • Lamont, O., Polk, C., & Saaá-Requejo, J. (2001). Financial constraints and stock returns. The Review of Financial Studies, 14(2), 529–554.

    Article  Google Scholar 

  • Lensink, R., Van der Molen, R., & Gangopadhyay, S. (2003). Business groups, financing constraints and investment: The case of India. The Journal of Development Studies, 40(2), 93–119.

    Article  Google Scholar 

  • Lundvall, K., & Battese, G. E. (2000). Firm size, age and efficiency: evidence from Kenyan manufacturing firms. The Journal of Development Studies, 36(3), 146–163.

    Article  Google Scholar 

  • Maietta, O. W., & Sena, V. (2010). Financial constraints and technical efficiency: Some empirical evidence for Italian producers’ cooperatives. Annals of Public and Cooperative Economics, 81(1), 21–38.

    Article  Google Scholar 

  • Mitra, A., Varoudakis, A., & Veganzones-Varoudakis, M. A. (2002). Productivity and technical efficiency in Indian states’ manufacturing: The role of infrastructure. Economic Development and Cultural Change, 50(2), 395–426.

    Article  Google Scholar 

  • Ramaswamy, K. V. (1994). Small-scale manufacturing industries: Some aspects of size, growth and structure. Economic and Political Weekly, M13–M23.

    Google Scholar 

  • Sena, V. (2006). The determinants of firms’ performance: Can finance constraints improve technical efficiency? European Journal of Operational Research, 172(1), 311–325.

    Article  Google Scholar 

  • Stucki, T. (2013). Success of start-up firms: The role of financial constraints. Industrial and Corporate Change, 23(1), 25–64.

    Article  Google Scholar 

  • Tybout, J. R. (2000). Manufacturing firms in developing countries: How well do they do, and why? Journal of Economic literature, 38(1), 11–44.

    Article  Google Scholar 

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Correspondence to Sanjeev Kumar .

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Kumar, S., Ranjani, K.S. (2018). Ownership Classification and Technical Efficiency in Indian Manufacturing Firms: A Stochastic Frontier Approach. In: Bhanumurthy, N., Shanmugan, K., Nerlekar, S., Hegade, S. (eds) Advances in Finance & Applied Economics. Springer, Singapore. https://doi.org/10.1007/978-981-13-1696-8_13

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  • DOI: https://doi.org/10.1007/978-981-13-1696-8_13

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