IDEAS home Printed from https://ideas.repec.org/a/spr/snbeco/v2y2022i12d10.1007_s43546-022-00375-3.html
   My bibliography  Save this article

Size and performance of Indian manufacturing firms: new evidence from dynamic panel system GMM approach

Author

Listed:
  • Baiju Pallayil

    (National Institute of Technology Goa)

  • Sunil Kumar Ambrammal

    (National Institute of Technology Goa)

Abstract

This paper tests the empirical relationship between firm size and firm performance in India's manufacturing sector, using a panel data set from 2007 to 2019. The study used the System GMM dynamic panel approach to solve the endogeneity problem. We analyze the relationship of two necessary measures of firm size with different firm performance indicators, including market-based performance measures like Tobin's Q (TQ) and accounting-based performance measures like return on assets (ROA) and return on net worth (RON) under both short-run and long-run period. Based on the empirical results, we find that firm size, financial performance, and growth opportunities enhance firms' overall accounting performance (ROA and RON) in both short and long-run periods. However, the firm's size negatively impacts its market performance in the short- and long-run. Our results support the (Hayashi, Econometrica 50:213–224, 1982) Q theory of investment. The study shows that the size of a firm not only improves the firm's performance in the short and long run but also weakens the negative effect of R&D intensity in the short run.

Suggested Citation

  • Baiju Pallayil & Sunil Kumar Ambrammal, 2022. "Size and performance of Indian manufacturing firms: new evidence from dynamic panel system GMM approach," SN Business & Economics, Springer, vol. 2(12), pages 1-22, December.
  • Handle: RePEc:spr:snbeco:v:2:y:2022:i:12:d:10.1007_s43546-022-00375-3
    DOI: 10.1007/s43546-022-00375-3
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s43546-022-00375-3
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s43546-022-00375-3?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Osterberg, William P., 1989. "Tobin's q, investment, and the endogenous adjustment of financial structure," Journal of Public Economics, Elsevier, vol. 40(3), pages 293-318, December.
    2. Kaliappa Kalirajan & Shashanka Bhide, 2004. "The Post-reform Performance of the Manufacturing Sector in India," Asian Economic Papers, MIT Press, vol. 3(2), pages 126-157.
    3. Shepherd, William G, 1972. "The Elements of Market Structure," The Review of Economics and Statistics, MIT Press, vol. 54(1), pages 25-37, February.
    4. Marcus, Matityahu, 1969. "Profitability and Size of Firm: Some Further Evidence," The Review of Economics and Statistics, MIT Press, vol. 51(1), pages 104-107, February.
    5. Zélia Serrasqueiro & Paulo Maçãs Nunes, 2008. "Performance and size: empirical evidence from Portuguese SMEs," Small Business Economics, Springer, vol. 31(2), pages 195-217, August.
    6. Sunil Kumar Ambrammal & Ruchi Sharma, 2016. "Impact of patenting on firms' performance: an empirical investigation based on manufacturing firms in India," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 25(1), pages 14-32, January.
    7. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    8. Jim Lee, 2009. "Does Size Matter in Firm Performance? Evidence from US Public Firms," International Journal of the Economics of Business, Taylor & Francis Journals, vol. 16(2), pages 189-203.
    9. Ozcan Isik & Umit Firat Tasgin, 2017. "Profitability and Its Determinants in Turkish Manufacturing Industry: Evidence from a Dynamic Panel Model," International Journal of Economics and Finance, Canadian Center of Science and Education, vol. 9(8), pages 66-75, August.
    10. Gary S. Hansen & Birger Wernerfelt, 1989. "Determinants of firm performance: The relative importance of economic and organizational factors," Strategic Management Journal, Wiley Blackwell, vol. 10(5), pages 399-411, September.
    11. Andres, Pablo de & Vallelado, Eleuterio, 2008. "Corporate governance in banking: The role of the board of directors," Journal of Banking & Finance, Elsevier, vol. 32(12), pages 2570-2580, December.
    12. Demsetz, Harold, 1973. "Industry Structure, Market Rivalry, and Public Policy," Journal of Law and Economics, University of Chicago Press, vol. 16(1), pages 1-9, April.
    13. Poonam Gupta & Rana Hasan & Utsav Kumar, "undated". "What Constrains Indian Manufacturing?," Indian Council for Research on International Economic Relations, New Delhi Working Papers 211, Indian Council for Research on International Economic Relations, New Delhi, India.
    14. Alex Coad & Jaganaddha Tamvada, 2012. "Firm growth and barriers to growth among small firms in India," Small Business Economics, Springer, vol. 39(2), pages 383-400, September.
    15. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    16. John Haldi & David Whitcomb, 1967. "Economies of Scale in Industrial Plants," Journal of Political Economy, University of Chicago Press, vol. 75(4), pages 373-373.
    17. Dang, Chongyu & (Frank) Li, Zhichuan & Yang, Chen, 2018. "Measuring firm size in empirical corporate finance," Journal of Banking & Finance, Elsevier, vol. 86(C), pages 159-176.
    18. Richard Blundell & Stephen Bond, 2000. "GMM Estimation with persistent panel data: an application to production functions," Econometric Reviews, Taylor & Francis Journals, vol. 19(3), pages 321-340.
    19. John O. Okpara, 2011. "Factors constraining the growth and survival of SMEs in Nigeria," Management Research Review, Emerald Group Publishing Limited, vol. 34(2), pages 156-171, January.
    20. John Goddard & Manouche Tavakoli & John Wilson, 2005. "Determinants of profitability in European manufacturing and services: evidence from a dynamic panel model," Applied Financial Economics, Taylor & Francis Journals, vol. 15(18), pages 1269-1282.
    21. Whittington, Geoffrey, 1980. "The Profitability and Size of United Kingdom Companies, 1960-74," Journal of Industrial Economics, Wiley Blackwell, vol. 28(4), pages 335-352, June.
    22. Caleb A. Smith, 1955. "Survey of the Empirical Evidence on Economies of Scale," NBER Chapters, in: Business Concentration and Price Policy, pages 213-238, National Bureau of Economic Research, Inc.
    23. Ploypailin Kijkasiwat & Pongsutti Phuensane, 2020. "Innovation and Firm Performance: The Moderating and Mediating Roles of Firm Size and Small and Medium Enterprise Finance," JRFM, MDPI, vol. 13(5), pages 1-15, May.
    24. Margaret A. Peteraf & Jay B. Barney, 2003. "Unraveling the resource-based tangle," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 24(4), pages 309-323.
    25. David Roodman, 2006. "How to Do xtabond2," North American Stata Users' Group Meetings 2006 8, Stata Users Group.
    26. Kuncová, M. & Hedija, V. & Fiala, R., 2016. "Firm Size as a Determinant of Firm Performance: The Case of Swine Raising," AGRIS on-line Papers in Economics and Informatics, Czech University of Life Sciences Prague, Faculty of Economics and Management, vol. 8(3), pages 1-13, September.
    27. Scherer, F M, 1979. "The Causes and Consequences of Rising Industrial Concentration," Journal of Law and Economics, University of Chicago Press, vol. 22(1), pages 191-208, April.
    28. Bhagat, Sanjai & Bolton, Brian, 2008. "Corporate governance and firm performance," Journal of Corporate Finance, Elsevier, vol. 14(3), pages 257-273, June.
    29. Prabal De & Priya Nagaraj, 2014. "Productivity and firm size in India," Small Business Economics, Springer, vol. 42(4), pages 891-907, April.
    30. Gautam Ahuja & Sumit Majumdar, 1998. "An Assessment of the Performance of Indian State-Owned Enterprises," Journal of Productivity Analysis, Springer, vol. 9(2), pages 113-132, March.
    31. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    32. Hayashi, Fumio, 1982. "Tobin's Marginal q and Average q: A Neoclassical Interpretation," Econometrica, Econometric Society, vol. 50(1), pages 213-224, January.
    33. Ramesh Jangili, 2020. "Profitability in emerging markets: Efficiency or market power? A Study of Indian firms," Indira Gandhi Institute of Development Research, Mumbai Working Papers 2020-003, Indira Gandhi Institute of Development Research, Mumbai, India.
    34. Matthew T. Billett & Tao‐Hsien Dolly King & David C. Mauer, 2007. "Growth Opportunities and the Choice of Leverage, Debt Maturity, and Covenants," Journal of Finance, American Finance Association, vol. 62(2), pages 697-730, April.
    35. Hart, Peter E & Oulton, Nicholas, 1996. "Growth and Size of Firms," Economic Journal, Royal Economic Society, vol. 106(438), pages 1242-1252, September.
    36. Anderson, T. W. & Hsiao, Cheng, 1982. "Formulation and estimation of dynamic models using panel data," Journal of Econometrics, Elsevier, vol. 18(1), pages 47-82, January.
    37. Wintoki, M. Babajide & Linck, James S. & Netter, Jeffry M., 2012. "Endogeneity and the dynamics of internal corporate governance," Journal of Financial Economics, Elsevier, vol. 105(3), pages 581-606.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Segun Thompson Bolarinwa & Olufemi Bodunde Obembe, 2019. "Firm Size–Profitability Nexus: An Empirical Evidence from Nigerian Listed Financial Firms," Global Business Review, International Management Institute, vol. 20(5), pages 1109-1121, October.
    2. Clement Olalekan Olaniyi & Olayemi O. Simon-Oke & Olufemi Bodunde Obembe & Segun Thompson Bolarinwa, 2017. "Re-examining Firm Size-profitability Nexus: Empirical Evidence from Non-financial Listed Firms in Nigeria," Global Business Review, International Management Institute, vol. 18(3), pages 543-558, June.
    3. Fabio Pieri & Riccardo Verruso, 2019. "The determinants of corporate profitability in the Italian domestic appliances industry," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 46(1), pages 83-115, March.
    4. Juan Federico & Joan-Lluis Capelleras, 2015. "The heterogeneous dynamics between growth and profits: the case of young firms," Small Business Economics, Springer, vol. 44(2), pages 231-253, February.
    5. Segun Thompson Bolarinwa & Olufemi Bodunde Obembe, 2017. "Concentration–Profitability Nexus: New Approach from Causality," Studies in Microeconomics, , vol. 5(1), pages 84-98, June.
    6. Makram El‐Shagi & Steven Yamarik, 2019. "State‐level capital and investment: Refinements and update," Growth and Change, Wiley Blackwell, vol. 50(4), pages 1411-1422, December.
    7. Canarella, Giorgio & Miller, Stephen M., 2018. "The determinants of growth in the U.S. information and communication technology (ICT) industry: A firm-level analysis," Economic Modelling, Elsevier, vol. 70(C), pages 259-271.
    8. Massimiliano Cerciello & Francesco Busato & Simone Taddeo, 2023. "The effect of sustainable business practices on profitability. Accounting for strategic disclosure," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 30(2), pages 802-819, March.
    9. Bertrand, Olivier & Betschinger, Marie-Ann, 2012. "Performance of domestic and cross-border acquisitions: Empirical evidence from Russian acquirers," Journal of Comparative Economics, Elsevier, vol. 40(3), pages 413-437.
    10. Ozcan Isik & Umit Firat Tasgin, 2017. "Profitability and Its Determinants in Turkish Manufacturing Industry: Evidence from a Dynamic Panel Model," International Journal of Economics and Finance, Canadian Center of Science and Education, vol. 9(8), pages 66-75, August.
    11. Bertrand, Olivier & Zuniga, Pluvia, 2006. "R&D and M&A: Are cross-border M&A different? An investigation on OECD countries," International Journal of Industrial Organization, Elsevier, vol. 24(2), pages 401-423, March.
    12. Meschi, Elena & Taymaz, Erol & Vivarelli, Marco, 2011. "Trade, technology and skills: Evidence from Turkish microdata," Labour Economics, Elsevier, vol. 18(S1), pages 60-70.
    13. Abonazel, Mohamed R., 2016. "Bias Correction Methods for Dynamic Panel Data Models with Fixed Effects," MPRA Paper 70628, University Library of Munich, Germany.
    14. Ayman Hassan Bazhair & Mohammed Naif Alshareef, 2022. "Dynamic relationship between ownership structure and financial performance: a Saudi experience," Cogent Business & Management, Taylor & Francis Journals, vol. 9(1), pages 2098636-209, December.
    15. Sergey Lychagin & Joris Pinkse & Margaret E. Slade & John Van Reenen, 2016. "Spillovers in Space: Does Geography Matter?," Journal of Industrial Economics, Wiley Blackwell, vol. 64(2), pages 295-335, June.
    16. Caggese, Andrea, 2007. "Testing financing constraints on firm investment using variable capital," Journal of Financial Economics, Elsevier, vol. 86(3), pages 683-723, December.
    17. Quader, Syed Manzur, 2017. "Differential effect of liquidity constraints on firm growth," Review of Financial Economics, Elsevier, vol. 32(C), pages 20-29.
    18. Jacques Mairesse & Bronwyn H. Hall & Benoît Mulkay, 1999. "Firm-Level Investment in France and the United States: An Exploration of What We Have Learned in Twenty Years," Annals of Economics and Statistics, GENES, issue 55-56, pages 27-67.
    19. Crt Kostevc, 2005. "Performance of Exporters: Scale Effects or Continuous Productivity Improvements," LICOS Discussion Papers 15905, LICOS - Centre for Institutions and Economic Performance, KU Leuven.
    20. Yongfu Huang, 2011. "Private investment and financial development in a globalized world," Empirical Economics, Springer, vol. 41(1), pages 43-56, August.

    More about this item

    Keywords

    Firm size; Firm performance; Indian manufacturing sector; Endogeneity; System GMM; Dynamic panel data;
    All these keywords.

    JEL classification:

    • G30 - Financial Economics - - Corporate Finance and Governance - - - General
    • G33 - Financial Economics - - Corporate Finance and Governance - - - Bankruptcy; Liquidation
    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:snbeco:v:2:y:2022:i:12:d:10.1007_s43546-022-00375-3. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.