IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/119669.html
   My bibliography  Save this paper

Is the Nexus Between Capital Structure and Firm Performance Asymmetric? An Emerging Market Perspective

Author

Listed:
  • M N, Nikhil
  • S Shenoy, Sandeep
  • Chakraborty, Suman
  • B M, Lithin

Abstract

The nature of the relationship between leverage and firm performance has been a subject of investigation in extant literature. We re-examine the nature of the association by using a sample of 78 non-financial firms listed in the Nifty 100 index during the 2013-2023 period by applying the quantile regression technique and comparing the result with the linear regression approach (system GMM technique). Our empirical analysis demonstrates that leverage negatively impacts the performance of firms. Further, results show that the association is non-homogeneous among firms of different quantiles: leverage withers the performance of highly profitable firms (upper quantile) than low profitable firms (lower quantile). The identified concave relationship highlights the prominence of optimal capital structure and the role of finance managers in designing a sound financial policy that matches firm characteristics and borrowing requirements. The findings of our study draw insightful implications for managers and policymakers while contributing to the ongoing leverage and firm performance debate reported in previous studies.

Suggested Citation

  • M N, Nikhil & S Shenoy, Sandeep & Chakraborty, Suman & B M, Lithin, 2023. "Is the Nexus Between Capital Structure and Firm Performance Asymmetric? An Emerging Market Perspective," MPRA Paper 119669, University Library of Munich, Germany, revised 17 Nov 2023.
  • Handle: RePEc:pra:mprapa:119669
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/119669/1/MPRA_paper_119669.pdf
    File Function: original version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Wafa Ghardallou, 2023. "The heterogeneous effect of leverage on firm performance: a quantile regression analysis," International Journal of Islamic and Middle Eastern Finance and Management, Emerald Group Publishing Limited, vol. 16(1), pages 210-225, January.
    2. repec:eme:mfppss:v:40:y:2014:i:12:p:1190-1206 is not listed on IDEAS
    3. Berger, Allen N. & Bonaccorsi di Patti, Emilia, 2006. "Capital structure and firm performance: A new approach to testing agency theory and an application to the banking industry," Journal of Banking & Finance, Elsevier, vol. 30(4), pages 1065-1102, April.
    4. 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.
    5. Charles J. Hadlock & Christopher M. James, 2002. "Do Banks Provide Financial Slack?," Journal of Finance, American Finance Association, vol. 57(3), pages 1383-1419, June.
    6. Jensen, Michael C, 1986. "Agency Costs of Free Cash Flow, Corporate Finance, and Takeovers," American Economic Review, American Economic Association, vol. 76(2), pages 323-329, May.
    7. Killins, Robert N., 2020. "Firm-specific, industry-specific and macroeconomic factors of life insurers’ profitability: Evidence from Canada," The North American Journal of Economics and Finance, Elsevier, vol. 51(C).
    8. William Ruland & Ping Zhou, 2005. "Debt, Diversification, and Valuation," Review of Quantitative Finance and Accounting, Springer, vol. 25(3), pages 277-291, November.
    9. Kim, Wi Saeng & Sorensen, Eric H., 1986. "Evidence on the Impact of the Agency Costs of Debt on Corporate Debt Policy," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 21(2), pages 131-144, June.
    10. Iman Soukhakian & Mehdi Khodakarami, 2019. "Working capital management, firm performance and macroeconomic factors: Evidence from Iran," Cogent Business & Management, Taylor & Francis Journals, vol. 6(1), pages 1684227-168, January.
    11. Wiwattanakantang, Yupana, 1999. "An empirical study on the determinants of the capital structure of Thai firms," Pacific-Basin Finance Journal, Elsevier, vol. 7(3-4), pages 371-403, August.
    12. Maddala, G S & Wu, Shaowen, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(0), pages 631-652, Special I.
    13. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LP, vol. 9(1), pages 86-136, March.
    14. Harris, Milton & Raviv, Artur, 1991. "The Theory of Capital Structure," Journal of Finance, American Finance Association, vol. 46(1), pages 297-355, March.
    15. Nga Thi Viet Nguyen & Chi Thi Kim Nguyen & Phuong Thi Minh Ho & Huong Thi Nguyen & Duy Van Nguyen & David McMillan, 2021. "How does capital structure affect firm’s market competitiveness?," Cogent Economics & Finance, Taylor & Francis Journals, vol. 9(1), pages 2002501-200, January.
    16. Manoj Pant & Manoranjan Pattanayak, 2010. "Corporate Governance, Competition and Firm Performance," Journal of Emerging Market Finance, Institute for Financial Management and Research, vol. 9(3), pages 347-381, December.
    17. LI, Tao & SUN, Laixiang & ZOU, Liang, 2009. "State ownership and corporate performance: A quantile regression analysis of Chinese listed companies," China Economic Review, Elsevier, vol. 20(4), pages 703-716, December.
    18. Laurence Booth & Varouj Aivazian & Asli Demirguc‐Kunt & Vojislav Maksimovic, 2001. "Capital Structures in Developing Countries," Journal of Finance, American Finance Association, vol. 56(1), pages 87-130, February.
    19. Hariem Abdullah & Turgut Tursoy, 2021. "Capital structure and firm performance: evidence of Germany under IFRS adoption," Review of Managerial Science, Springer, vol. 15(2), pages 379-398, February.
    20. Joshua Abor, 2007. "Debt policy and performance of SMEs: Evidence from Ghanaian and South African firms," Journal of Risk Finance, Emerald Group Publishing, vol. 8(4), pages 364-379, August.
    21. repec:eme:mfppss:mf-09-2018-0435 is not listed on IDEAS
    22. Rami Zeitun & Mohamed Goaied, 2022. "The nexus between debt structure, firm performance, and the financial crisis: non-linear panel data evidence from Japan," Applied Economics, Taylor & Francis Journals, vol. 54(40), pages 4681-4699, August.
    23. Murray Z. Frank & Vidhan K. Goyal, 2009. "Capital Structure Decisions: Which Factors Are Reliably Important?," Financial Management, Financial Management Association International, vol. 38(1), pages 1-37, March.
    24. 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.
    25. repec:eme:mfppss:mf-10-2019-0522 is not listed on IDEAS
    26. Allen Berger & Robert DeYoung & Mark Flannery & David Lee & Özde Öztekin, 2008. "How Do Large Banking Organizations Manage Their Capital Ratios?," Journal of Financial Services Research, Springer;Western Finance Association, vol. 34(2), pages 123-149, December.
    27. Abdul Rashid & M. Kabir Hassan & Hafsa Karamat, 2021. "Firm size and the interlinkages between sales volatility, exports, and financial stability of Pakistani manufacturing firms," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 11(1), pages 111-134, March.
    28. Shepherd, William G, 1972. "The Elements of Market Structure," The Review of Economics and Statistics, MIT Press, vol. 54(1), pages 25-37, February.
    29. Huang, Guihai & Song, Frank M., 2006. "The determinants of capital structure: Evidence from China," China Economic Review, Elsevier, vol. 17(1), pages 14-36.
    30. Ibhagui, Oyakhilome W. & Olokoyo, Felicia O., 2018. "Leverage and firm performance: New evidence on the role of firm size," The North American Journal of Economics and Finance, Elsevier, vol. 45(C), pages 57-82.
    31. Chung, Richard & Firth, Michael & Kim, Jeong-Bon, 2005. "Earnings management, surplus free cash flow, and external monitoring," Journal of Business Research, Elsevier, vol. 58(6), pages 766-776, June.
    32. 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.
    33. Joshua Abor, 2005. "The effect of capital structure on profitability: an empirical analysis of listed firms in Ghana," Journal of Risk Finance, Emerald Group Publishing Limited, vol. 6(5), pages 438-445, December.
    34. Eman Fathi Attia & Hamsa hany Ezz Eldeen & Sameh said Daher, 2023. "Size-Threshold Effect in the Capital Structure–Firm Performance Nexus in the MENA Region: A Dynamic Panel Threshold Regression Model," Risks, MDPI, vol. 11(2), pages 1-13, January.
    35. Thorsten Knauer & Arnt Wöhrmann, 2013. "Working capital management and firm profitability," Metrika: International Journal for Theoretical and Applied Statistics, Springer, vol. 24(1), pages 77-87, May.
    36. Najib H.S. Farhan & Mosab I. Tabash & Mohammed H. Alsamhi & Ali Thabit Yahya, 2020. "The relationship between capital structure and firm performance: empirical evidence from Indian service sector," International Journal of Sustainable Economy, Inderscience Enterprises Ltd, vol. 12(2), pages 140-162.
    37. Dianne M. Roden & Wilbur G. Lewellen, 1995. "Corporate Capital Structure Decisions: Evidence from Leveraged Buyouts," Financial Management, Financial Management Association, vol. 24(2), Summer.
    38. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    39. Nickell, Stephen J, 1996. "Competition and Corporate Performance," Journal of Political Economy, University of Chicago Press, vol. 104(4), pages 724-746, August.
    40. Swagatika Nanda & Ajaya Kumar Panda, 2018. "The determinants of corporate profitability: an investigation of Indian manufacturing firms," International Journal of Emerging Markets, Emerald Group Publishing Limited, vol. 13(1), pages 66-86, January.
    41. Saibal Ghosh, 2008. "Leverage, foreign borrowing and corporate performance: firm-level evidence for India," Applied Economics Letters, Taylor & Francis Journals, vol. 15(8), pages 607-616.
    42. Qaiser Rafique Yasser & Abdullah Al Mamun, 2017. "The Impact of Ownership Concentration on Firm Performance: Evidence from an Emerging Market," Emerging Economy Studies, International Management Institute, vol. 3(1), pages 34-53, May.
    43. Hun Lee & Ken G. Smith & Curtis M. Grimm & August Schomburg, 2000. "Timing, order and durability of new product advantages with imitation," Strategic Management Journal, Wiley Blackwell, vol. 21(1), pages 23-30, January.
    44. Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
    45. Krishna Dayal Pandey & Tarak Nath Sahu, 2019. "Debt Financing, Agency Cost and Firm Performance: Evidence from India," Vision, , vol. 23(3), pages 267-274, September.
    46. Paul A. Phillips & Mehmet A. Sipahioglu, 2004. "Performance implications of capital structure: evidence from quoted UK organisations with hotel interests," The Service Industries Journal, Taylor & Francis Journals, vol. 24(5), pages 31-51, September.
    47. Samuel Fosu, 2013. "Capital Structure, Product Market Competition and Firm Performance: Evidence from South Africa," Discussion Papers in Economics 13/11, Division of Economics, School of Business, University of Leicester.
    48. Pierpaolo Pattitoni & Barbara Petracci & Massimo Spisni, 2014. "Determinants of profitability in the EU-15 area," Applied Financial Economics, Taylor & Francis Journals, vol. 24(11), pages 763-775, June.
    49. G. S. Maddala & Shaowen Wu, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 631-652, November.
    50. Margaritis, Dimitris & Psillaki, Maria, 2010. "Capital structure, equity ownership and firm performance," Journal of Banking & Finance, Elsevier, vol. 34(3), pages 621-632, March.
    51. 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.
    52. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    53. Amanj Mohamed Ahmed & Deni Pandu Nugraha & István Hágen, 2023. "The Relationship between Capital Structure and Firm Performance: The Moderating Role of Agency Cost," Risks, MDPI, vol. 11(6), pages 1-17, June.
    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. M N, Nikhil & S Shenoy, Sandeep & Chakraborty, Suman & B M, Lithin, 2023. "Does the Ind AS moderate the relationship between capital structure and firm performance?," MPRA Paper 119541, University Library of Munich, Germany, revised 15 Oct 2023.
    2. Zhang, Dongyang & Liu, Deqiang, 2017. "Determinants of the capital structure of Chinese non-listed enterprises: Is TFP efficient?," Economic Systems, Elsevier, vol. 41(2), pages 179-202.
    3. Le, Thi Phuong Vy & Phan, Thi Bich Nguyet, 2017. "Capital structure and firm performance: Empirical evidence from a small transition country," Research in International Business and Finance, Elsevier, vol. 42(C), pages 710-726.
    4. Thi Phuong Vy Le & Kathy Tannous, 2016. "Ownership Structure and Capital Structure: A Study of Vietnamese Listed Firms," Australian Economic Papers, Wiley Blackwell, vol. 55(4), pages 319-344, December.
    5. Yu-Yen Ku & Tze-Yu Yen, 2016. "Heterogeneous Effect of Financial Leverage on Corporate Performance: A Quantile Regression Analysis of Taiwanese Companies," Review of Pacific Basin Financial Markets and Policies (RPBFMP), World Scientific Publishing Co. Pte. Ltd., vol. 19(03), pages 1-33, September.
    6. Abdullah, Hariem & Tursoy, Turgut, 2021. "Capital structure and firm performance: a panel causality test," MPRA Paper 105871, University Library of Munich, Germany.
    7. Zarina Abdul Salam & Roghayeh Shourkashti, 2019. "Capital Structure and Firm Performance in Emerging Market: An Empirical Analysis of Malaysian Companies," International Journal of Academic Research in Accounting, Finance and Management Sciences, Human Resource Management Academic Research Society, International Journal of Academic Research in Accounting, Finance and Management Sciences, vol. 9(3), pages 70-82, July.
    8. İbrahim Yarba & Z. Nuray Güner, 2020. "Leverage dynamics: Do financial development and government leverage matter? Evidence from a major developing economy," Empirical Economics, Springer, vol. 59(5), pages 2473-2507, November.
    9. Giorgio Canarella & Stephen M. Miller, 2019. "Determinants of Optimal Capital Structure and Speed of Adjustment: Evidence from the U.S. ICT Sector," Working papers 2019-06, University of Connecticut, Department of Economics.
    10. Chakraborty, Indrani, 2010. "Capital structure in an emerging stock market: The case of India," Research in International Business and Finance, Elsevier, vol. 24(3), pages 295-314, September.
    11. Hayam Wahba, 2014. "Capital structure, managerial ownership and firm performance: evidence from Egypt," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 18(4), pages 1041-1061, November.
    12. Bandyopadhyay, Arindam & Barua, Nandita Malini, 2016. "Factors determining capital structure and corporate performance in India: Studying the business cycle effects," The Quarterly Review of Economics and Finance, Elsevier, vol. 61(C), pages 160-172.
    13. Vo, Xuan Vinh, 2017. "Determinants of capital structure in emerging markets: Evidence from Vietnam," Research in International Business and Finance, Elsevier, vol. 40(C), pages 105-113.
    14. Fosu, Samuel, 2013. "Capital structure, product market competition and firm performance: Evidence from South Africa," The Quarterly Review of Economics and Finance, Elsevier, vol. 53(2), pages 140-151.
    15. Muhammad Akhtar & Kong Yusheng & Muhammad Haris & Qurat Ul Ain & Hafiz Mustansar Javaid, 2022. "Impact of financial leverage on sustainable growth, market performance, and profitability," Economic Change and Restructuring, Springer, vol. 55(2), pages 737-774, May.
    16. Firano, Zakaria & Filali adib, Fatine, 2022. "Optimal Capital structure and financial stability," MPRA Paper 115790, University Library of Munich, Germany, revised 2022.
    17. Sung, Bongsuk & Song, Woo-Yong & Park, Sang-Do, 2018. "How foreign direct investment affects CO2 emission levels in the Chinese manufacturing industry: Evidence from panel data," Economic Systems, Elsevier, vol. 42(2), pages 320-331.
    18. Scott, K. Rebecca, 2011. "Demand and Price Volatility: Rational Habits in International Gasoline Demand," Department of Agricultural & Resource Economics, UC Berkeley, Working Paper Series qt2q87432b, Department of Agricultural & Resource Economics, UC Berkeley.
    19. Sheida Teimouri, 2015. "Currency crises and dynamics of real wages," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 151(2), pages 377-403, May.
    20. Ramli, Nur Ainna & Latan, Hengky & Solovida, Grace T., 2019. "Determinants of capital structure and firm financial performance—A PLS-SEM approach: Evidence from Malaysia and Indonesia," The Quarterly Review of Economics and Finance, Elsevier, vol. 71(C), pages 148-160.

    More about this item

    Keywords

    leverage; profitability; non-homogeneous; nonlinear relation; quantile regression; GMM; India;
    All these keywords.

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • C26 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Instrumental Variables (IV) Estimation
    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • G30 - Financial Economics - - Corporate Finance and Governance - - - General
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:pra:mprapa:119669. 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: Joachim Winter (email available below). General contact details of provider: https://edirc.repec.org/data/vfmunde.html .

    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.