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Size-Threshold Effect in the Capital Structure–Firm Performance Nexus in the MENA Region: A Dynamic Panel Threshold Regression Model

Author

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  • Eman Fathi Attia

    (Department of Accounting and Finance, Arab Academy for Science, Technology and Maritime Transport, P.O. Box 1029 Cairo, Egypt)

  • Hamsa hany Ezz Eldeen

    (Department of Accounting and Finance, Arab Academy for Science, Technology and Maritime Transport, P.O. Box 1029 Cairo, Egypt)

  • Sameh said Daher

    (Finance and Accounting Department, International Academy for Engineering & Media Science, 12411 Cairo, Egypt)

Abstract

This paper investigates the nonlinear relationship between capital structure and firm performance in the MENA region using a sample of 499 listed firms over the 2007–2020 period, or 6986 firm-year observations. Specifically, we examine the size-threshold effect in the capital structure–firm performance nexus. To do so, this study applies a dynamic panel threshold regression model (DPTR). The findings show that there is a nonlinear relationship between debt and firm performance (Tobin’s Q, ROA, and ROE). Specifically, the threshold values of firm size for the three models are estimated at 9.126 (about $1 million), 15.48 (about $5 million), and 16.816 (about $20 million), respectively, between the low- and the high-sized regimes. In the lower regime, the firm’s value (Q) increases when debt increases; however, in the higher regime, this value decreases when debt increases. Furthermore, in the lower regime, the performances (ROA and ROE) of small firms decrease when debt increases; however, in the upper regime, when debt increases, the performances of large firms increase. The results are several robustness tests. These results support the predictions of signal, pecking order, and trade-off theories. Managers of large (small) MENA firms should increase (decrease) the use of debt to improve performance.

Suggested Citation

  • 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.
  • Handle: RePEc:gam:jrisks:v:11:y:2023:i:2:p:23-:d:1038767
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    as
    1. 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.
    2. Seo, Myung Hwan & Shin, Yongcheol, 2016. "Dynamic panels with threshold effect and endogeneity," Journal of Econometrics, Elsevier, vol. 195(2), pages 169-186.
    3. Stephen A. Ross, 1977. "The Determination of Financial Structure: The Incentive-Signalling Approach," Bell Journal of Economics, The RAND Corporation, vol. 8(1), pages 23-40, Spring.
    4. Myers, Stewart C. & Majluf, Nicholas S., 1984. "Corporate financing and investment decisions when firms have information that investors do not have," Journal of Financial Economics, Elsevier, vol. 13(2), pages 187-221, June.
    5. 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, vol. 6(5), pages 438-445, November.
    6. Bradley, Michael & Jarrell, Gregg A & Kim, E Han, 1984. "On the Existence of an Optimal Capital Structure: Theory and Evidence," Journal of Finance, American Finance Association, vol. 39(3), pages 857-878, July.
    7. Myung Hwan Seo & Sueyoul Kim & Young-Joo Kim, 2019. "Estimation of dynamic panel threshold model using Stata," Stata Journal, StataCorp LP, vol. 19(3), pages 685-697, September.
    8. 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.
    9. Vithessonthi, Chaiporn & Tongurai, Jittima, 2015. "The effect of firm size on the leverage–performance relationship during the financial crisis of 2007–2009," Journal of Multinational Financial Management, Elsevier, vol. 29(C), pages 1-29.
    10. Kim, E Han, 1978. "A Mean-Variance Theory of Optimal Capital Structure and Corporate Debt Capacity," Journal of Finance, American Finance Association, vol. 33(1), pages 45-63, March.
    11. Bae, John & Kim, Sang-Joon & Oh, Hannah, 2017. "Taming polysemous signals: The role of marketing intensity on the relationship between financial leverage and firm performance," Review of Financial Economics, Elsevier, vol. 33(C), pages 29-40.
    12. 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.
    13. Margaritis, Dimitris & Psillaki, Maria, 2010. "Capital structure, equity ownership and firm performance," Journal of Banking & Finance, Elsevier, vol. 34(3), pages 621-632, March.
    14. John Bae & Sang‐Joon Kim & Hannah Oh, 2017. "Taming polysemous signals: The role of marketing intensity on the relationship between financial leverage and firm performance," Review of Financial Economics, John Wiley & Sons, vol. 33(1), pages 29-40, April.
    15. Jensen, Michael C. & Meckling, William H., 1976. "Theory of the firm: Managerial behavior, agency costs and ownership structure," Journal of Financial Economics, Elsevier, vol. 3(4), pages 305-360, October.
    16. Belkhir, Mohamed & Maghyereh, Aktham & Awartani, Basel, 2016. "Institutions and corporate capital structure in the MENA region," Emerging Markets Review, Elsevier, vol. 26(C), pages 99-129.
    17. Gonedes, Nicholas J, 1981. "Evidence on the "Tax Effects" of Inflation under Historical Cost Accounting Methods," The Journal of Business, University of Chicago Press, vol. 54(2), pages 227-270, April.
    18. Zeitun Rami, 2014. "Corporate Governance, Capital Structure and Corporate Performance: Evidence from GCC Countries," Review of Middle East Economics and Finance, De Gruyter, vol. 10(1), pages 1-22, April.
    19. Feng-Li Lin & Tsangyao Chang, 2011. "Does debt affect firm value in Taiwan? A panel threshold regression analysis," Applied Economics, Taylor & Francis Journals, vol. 43(1), pages 117-128.
    20. Awartani, Basel & Belkhir, Mohamed & Boubaker, Sabri & Maghyereh, Aktham, 2016. "Corporate debt maturity in the MENA region: Does institutional quality matter?," International Review of Financial Analysis, Elsevier, vol. 46(C), pages 309-325.
    21. repec:eme:par000:par-01-2018-0008 is not listed on IDEAS
    22. Majumdar, Sumit K & Chhibber, Pradeep, 1999. "Capital Structure and Performance: Evidence from a Transition Economy on an Aspect of Corporate Governance," Public Choice, Springer, vol. 98(3-4), pages 287-305, March.
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    Cited by:

    1. Wafa Khémiri & Ahmed Chafai & Faizah Alsulami, 2023. "Financial Inclusion and Sustainable Growth in North African Firms: A Dynamic-Panel-Threshold Approach," Risks, MDPI, vol. 11(7), pages 1-19, July.
    2. 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.
    3. M N, Nikhil & Chakraborty, Suman & B M, Lithin & Lobo, Lumen Shawn, 2023. "Does the adoption of Ind AS affect the performance of firms in India?," MPRA Paper 117247, University Library of Munich, Germany, revised 18 Apr 2023.

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