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Productivity growth and efficiency change: Comparing manufacturing- and service-based firms in India

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  • Rath, Badri Narayan

Abstract

This paper compares total factor productivity (TFP) growth and its components for both manufacturing- and service-based firms in India for the period 2008 to 2014. TFP growth based on data envelopment analysis shows higher productivity for the service sector as compared to the manufacturing sector. Further, decomposition of TFP growth results indicates that both the manufacturing and services sectors are driven mainly by technical change. Comparing TFP growth at the sub-sectoral level shows that mean TFP growth is highest in the case of IT firms as compared to the chemical, textile and trade industries. Further, the determinants of TFP growth using a feasible generalised least squares model indicate that capital intensity, capital turnover ratio and debt significantly affect productivity growth in the case of manufacturing. However, none of the determinants except capital intensity affect productivity growth in the services sector. From a policy standpoint, this paper suggests greater emphasis on both the service and manufacturing sectors despite some variability among firms.

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  • Rath, Badri Narayan, 2018. "Productivity growth and efficiency change: Comparing manufacturing- and service-based firms in India," Economic Modelling, Elsevier, vol. 70(C), pages 447-457.
    • Handle: RePEc:eee:ecmode:v:70:y:2018:i:c:p:447-457
    DOI: 10.1016/j.econmod.2017.08.024
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    1. Dzhumashev, Ratbek & Mishra, Vinod & Smyth, Russell, 2016. "Exporting, R&D investment and firm survival in the Indian IT sector," Journal of Asian Economics, Elsevier, vol. 42(C), pages 1-19.
    2. Wagner, Joachim, 2002. "The causal effects of exports on firm size and labor productivity: first evidence from a matching approach," Economics Letters, Elsevier, vol. 77(2), pages 287-292, October.
    3. Andrew B. Bernard & J. Bradford Jensen & Stephen J. Redding & Peter K. Schott, 2007. "Firms in International Trade," Journal of Economic Perspectives, American Economic Association, vol. 21(3), pages 105-130, Summer.
    4. Rachel Griffith & Stephen Redding & John Van Reenen, 2004. "Mapping the Two Faces of R&D: Productivity Growth in a Panel of OECD Industries," The Review of Economics and Statistics, MIT Press, vol. 86(4), pages 883-895, November.
    5. John W. Kendrick, 1956. "Productivity Trends: Capital and Labor," NBER Books, National Bureau of Economic Research, Inc, number kend56-1, March.
    6. Crepon, B. & Duguet, E. & Mairesse, J., 1998. "Research Investment, Innovation and Productivity: An Econometric Analysis at the Firm Level," Papiers d'Economie Mathématique et Applications 98.15, Université Panthéon-Sorbonne (Paris 1).
    7. Neil Foster-McGregor & Mario Holzner & Michael Landesmann & Johannes Pöschl & Robert Stehrer & Roman Stöllinger, 2013. "A ‘Manufacturing Imperative’ in the EU – Europe's Position in Global Manufacturing and the Role of Industrial Policy," wiiw Research Reports 391, The Vienna Institute for International Economic Studies, wiiw.
    8. Sofronis K. Clerides & Saul Lach & James R. Tybout, 1998. "Is Learning by Exporting Important? Micro-Dynamic Evidence from Colombia, Mexico, and Morocco," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(3), pages 903-947.
    9. Gene M. Grossman & Elhanan Helpman, 1991. "Quality Ladders in the Theory of Growth," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(1), pages 43-61.
    10. Bee Yan Aw & Sukkyun Chung & Mark J. Roberts, 2003. "Productivity, output, and failure: a comparison of taiwanese and korean manufacturers," Economic Journal, Royal Economic Society, vol. 113(491), pages 485-510, November.
    11. George Emm. Halkos & Nickolaos G. Tzeremes, 2007. "International Competitiveness in the ICT Industry: Evaluating the Performance of the Top 50 Companies," Global Economic Review, Taylor & Francis Journals, vol. 36(2), pages 167-182.
    12. S Madheswaran & Hailin Liao & Badri Narayan RathAuthor-Email: smadhes@yahoo.co.uk, 2007. "Productivity growth of Indian manufacturing sector: panel estimation of stochastic production frontier and technical inefficiency," Journal of Developing Areas, Tennessee State University, College of Business, vol. 40(2), pages 35-50, January-M.
    13. Joachim Wagner, 2016. "Exports and Productivity: A Survey of the Evidence from Firm Level Data," World Scientific Book Chapters, in: Microeconometrics of International Trade, chapter 1, pages 3-41, World Scientific Publishing Co. Pte. Ltd..
    14. Mitra, Arup & Sharma, Chandan & Véganzonès-Varoudakis, Marie-Ange, 2016. "Infrastructure, information & communication technology and firms’ productive performance of the Indian manufacturing," Journal of Policy Modeling, Elsevier, vol. 38(2), pages 353-371.
    15. Gomis, Roger. & Khatiwada, Sameer., 2016. "Debt and productivity evidence from firm-level data," ILO Working Papers 994909333402676, International Labour Organization.
    16. Bosworth, Barry & Collins, Susan M. & Virmani, Arvind, 2007. "Sources of Growth in the Indian Economy," India Policy Forum, National Council of Applied Economic Research, vol. 3(1), pages 1-69.
    17. M. Diaz & Rosario Sanchez, 2008. "Firm size and productivity in Spain: a stochastic frontier analysis," Small Business Economics, Springer, vol. 30(3), pages 315-323, March.
    18. repec:ilo:ilowps:488132 is not listed on IDEAS
    19. Tubychko K.V. & Zaruba V.Y. & Pignasty O.M. & Khodusov V.D., 2015. "The overview of manufactured systems models," Економічний вісник Донбасу Экономический вестник Донбасса, CyberLeninka;Институт экономики промышленности НАН Украины, issue 4 (42), pages 151-161.
    20. Chandan Sharma & Ritesh Kumar Mishra, 2011. "Does export and productivity growth linkage exist? Evidence from the Indian manufacturing industry," International Review of Applied Economics, Taylor & Francis Journals, vol. 25(6), pages 633-652, November.
    21. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    22. Timothy Besley & Robin Burgess, 2004. "Can Labor Regulation Hinder Economic Performance? Evidence from India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 91-134.
    23. Andrew B. Bernard & J. Bradford Jensen & Stephen J. Redding & Peter K. Schott, 2012. "The Empirics of Firm Heterogeneity and International Trade," Annual Review of Economics, Annual Reviews, vol. 4(1), pages 283-313, July.
    24. Sasidharan, Subash & Kathuria, Vinish, 2011. "Foreign Direct Investment and R&D: Substitutes or Complements--A Case of Indian Manufacturing after 1991 Reforms," World Development, Elsevier, vol. 39(7), pages 1226-1239, July.
    25. Tor Jakob Klette & Samuel Kortum, 2004. "Innovating Firms and Aggregate Innovation," Journal of Political Economy, University of Chicago Press, vol. 112(5), pages 986-1018, October.
    26. Levine, Oliver & Warusawitharana, Missaka, 2021. "Finance and productivity growth: Firm-level evidence," Journal of Monetary Economics, Elsevier, vol. 117(C), pages 91-107.
    27. Amrit Amirapu & Arvind Subramanian, 2015. "Manufacturing or Services? An Indian Illustration of a Development Dilemma," Working Papers id:7521, eSocialSciences.
    28. Goldar, Bishwanath. & Sadhukhan, Amit., 2015. "Employment and wages in Indian manufacturing : post-reform performance," ILO Working Papers 994881323402676, International Labour Organization.
    29. Kumar, Nagesh & Aggarwal, Aradhna, 2005. "Liberalization, outward orientation and in-house R&D activity of multinational and local firms: A quantitative exploration for Indian manufacturing," Research Policy, Elsevier, vol. 34(4), pages 441-460, May.
    30. 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.
    31. Barry Eichengreen & Poonam Gupta, 2011. "The Service Sector as India’s Road to Economic Growth?," India Policy Forum, National Council of Applied Economic Research, vol. 7(1), pages 1-42.
    32. Wang, Qiang & Zhao, Xiande & Voss, Chris, 2016. "Customer orientation and innovation: A comparative study of manufacturing and service firms," International Journal of Production Economics, Elsevier, vol. 171(P2), pages 221-230.
    33. Franco, Chiara & Sasidharan, Subash, 2010. "MNEs, technological efforts and channels of export spillover: An analysis of Indian manufacturing industries," Economic Systems, Elsevier, vol. 34(3), pages 270-288, September.
    34. Edward N Wolff, 1991. "Productivity Growth, Capital Intensity, and Skill Levels, in the U. S. Insurance Industry, 1948–86," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 16(2), pages 173-190, April.
    35. Bruno Crepon & Emmanuel Duguet & Jacques Mairesse, 1998. "Research, Innovation And Productivity: An Econometric Analysis At The Firm Level," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 7(2), pages 115-158.
    36. John Kendrick, 1956. "Productivity Trends: Capital and Labor," NBER Chapters, in: Productivity Trends: Capital and Labor, pages -3-23, National Bureau of Economic Research, Inc.
    37. Andrew B. Bernard, 2004. "Exporting and Productivity in the USA," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 20(3), pages 343-357, Autumn.
    38. Basant, Rakesh & Fikkert, Brian, 1996. "The Effects of R&D, Foreign Technology Purchase, and Domestic and International Spillovers on Productivity in Indian Firms," The Review of Economics and Statistics, MIT Press, vol. 78(2), pages 187-199, May.
    39. Lopamudra D. Satpathy & Bani Chatterjee & Jitendra Mahakud, 2017. "Firm Characteristics and Total Factor Productivity: Evidence from Indian Manufacturing Firms," Margin: The Journal of Applied Economic Research, National Council of Applied Economic Research, vol. 11(1), pages 77-98, February.
    40. Bishwanath Goldar & Amit Sadhukhan, 2015. "Employment and Wages in Indian Manufacturing: Post-Reform Performance," Working Papers id:7349, eSocialSciences.
    41. Rajeev Dehejia & Arvind Panagariya, 2016. "The Link between Manufacturing Growth and Accelerated Services Growth in India," Economic Development and Cultural Change, University of Chicago Press, vol. 64(2), pages 221-264.
    42. Hall, Bronwyn H. & Mairesse, Jacques, 1995. "Exploring the relationship between R&D and productivity in French manufacturing firms," Journal of Econometrics, Elsevier, vol. 65(1), pages 263-293, January.
    43. Francesco Aiello & Paola Cardamone, 2008. "R&D spillovers and firms’ performance in Italy," Empirical Economics, Springer, vol. 34(1), pages 143-166, February.
    44. Raut, Lakshmi K., 1995. "R & D spillover and productivity growth: Evidence from Indian private firms," Journal of Development Economics, Elsevier, vol. 48(1), pages 1-23, October.
    45. Oliver E. Williamson, 1967. "Hierarchical Control and Optimum Firm Size," Journal of Political Economy, University of Chicago Press, vol. 75, pages 123-123.
    46. M. Hashem Pesaran, 2006. "Estimation and Inference in Large Heterogeneous Panels with a Multifactor Error Structure," Econometrica, Econometric Society, vol. 74(4), pages 967-1012, July.
    47. Tomiura, Eiichi, 2007. "Foreign outsourcing, exporting, and FDI: A productivity comparison at the firm level," Journal of International Economics, Elsevier, vol. 72(1), pages 113-127, May.
    48. Zvi Griliches, 1998. "Issues in Assessing the Contribution of Research and Development to Productivity Growth," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 17-45, National Bureau of Economic Research, Inc.
    49. Bhattacharya, Mita & Narayan, Paresh, 2015. "Output and labor productivity in organized manufacturing: A panel cointegration analysis for India," International Journal of Production Economics, Elsevier, vol. 170(PA), pages 171-177.
    50. Costello, Donna M, 1993. "A Cross-Country, Cross-Industry Comparison of Productivity Growth," Journal of Political Economy, University of Chicago Press, vol. 101(2), pages 207-222, April.
    51. Mita Bhattacharya & Paresh Narayan & Stephan Popp & Badri Rath, 2011. "The productivity-wage and productivity-employment nexus: a panel data analysis of Indian manufacturing," Empirical Economics, Springer, vol. 40(2), pages 285-303, April.
    52. Zvi Griliches, 1958. "Research Costs and Social Returns: Hybrid Corn and Related Innovations," Journal of Political Economy, University of Chicago Press, vol. 66, pages 419-419.
    53. Geroski, Paul A, 1989. "Entry, Innovation and Productivity Growth," The Review of Economics and Statistics, MIT Press, vol. 71(4), pages 572-578, November.
    54. Amrit Amirapu and Arvind Subramanian, 2015. "Manufacturing or Services? An Indian Illustration of a Development Dilemma - Working Paper 409," Working Papers 409, Center for Global Development.
    55. Badri Narayan RATH & S.MADHESWARAN, 2010. "Did Productivity Converge in Manufacturing Sector across Indian States?," Regional and Sectoral Economic Studies, Euro-American Association of Economic Development, vol. 10(2), pages 185-200.
    56. Bhagwati, Jagdish N, 1988. "Export-Promoting Trade Strategy: Issues and Evidence," The World Bank Research Observer, World Bank, vol. 3(1), pages 27-57, January.
    57. Ajit Singh & Sukti Dasgupta, 2005. "Will services be the new engine of economic growth in India?," Working Papers wp310, Centre for Business Research, University of Cambridge.
    58. Bernard, Andrew B & Jones, Charles I, 1996. "Comparing Apples to Oranges: Productivity Convergence and Measurement across Industries and Countries," American Economic Review, American Economic Association, vol. 86(5), pages 1216-1238, December.
    59. Sharma, Chandan & Mishra, Ritesh Kumar, 2015. "International trade and performance of firms: Unraveling export, import and productivity puzzle," The Quarterly Review of Economics and Finance, Elsevier, vol. 57(C), pages 61-74.
    60. Siddharthan, N. S., 1992. "Transaction costs, technology transfer, and in-house R&D : A study of the Indian private corporate sector," Journal of Economic Behavior & Organization, Elsevier, vol. 18(2), pages 265-271, July.
    61. Albert Bollard & Peter Klenow & Gunjam Sharma, 2013. "India's Mysterious Manufacturing Miracle," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 16(1), pages 59-85, January.
    62. Albert Bollard & Peter Klenow & Gunjam Sharma, 2013. "India's Mysterious Manufacturing Miracle," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 16(1), pages 59-85, January.
    63. Vashisht, Pankaj, 2016. "Creating manufacturing jobs in India: Has openness to trade really helped?," Journal of Asian Economics, Elsevier, vol. 42(C), pages 53-64.
    64. Subhash C. Ray, 2002. "Did India's Economic Reforms improve Efficiency and Productivity? A Nonparametric Analysis of the Initial Evidence from Manufacturing," Indian Economic Review, Department of Economics, Delhi School of Economics, vol. 37(1), pages 23-57, January.
    65. Hasan, Rana, 2002. "The impact of imported and domestic technologies on the productivity of firms: panel data evidence from Indian manufacturing firms," Journal of Development Economics, Elsevier, vol. 69(1), pages 23-49, October.
    66. Ehie, Ike C. & Olibe, Kingsley, 2010. "The effect of R&D investment on firm value: An examination of US manufacturing and service industries," International Journal of Production Economics, Elsevier, vol. 128(1), pages 127-135, November.
    67. Joaquín Millán & Natalia Aldaz, 2004. "Efficiency and Technical Change in Intertemporal Intersectoral DEA," Journal of Productivity Analysis, Springer, vol. 21(1), pages 7-23, January.
    68. Karl Lundvall & George Battese, 2000. "Firm size, age and efficiency: Evidence from Kenyan manufacturing firms," Journal of Development Studies, Taylor & Francis Journals, vol. 36(3), pages 146-163.
    69. Dirk Frantzen, 1998. "R&D, International Technical Diffusion and Total Factor Productivity," Kyklos, Wiley Blackwell, vol. 51(4), pages 489-508, November.
    70. Forsman, Helena, 2011. "Innovation capacity and innovation development in small enterprises. A comparison between the manufacturing and service sectors," Research Policy, Elsevier, vol. 40(5), pages 739-750, June.
    71. Arup Mitra & Chandan Sharma & Marie-Ange Véganzonès-Varoudakis, 2016. "Infrastructure, Information and Communication Technology and Firms’ Productive Performance of the Indian Manufacturing," Post-Print halshs-01293608, HAL.
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    More about this item

    Keywords

    L60; L80; O47; C33; TFP growth; Technical change; Technical efficiency change; DEA; Cross-sectional dependence; Feasible generalised least square;
    All these keywords.

    JEL classification:

    • L60 - Industrial Organization - - Industry Studies: Manufacturing - - - General
    • L80 - Industrial Organization - - Industry Studies: Services - - - General
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence
    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models

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