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The Effect of Golden Ratio-Based Capital Structure on Firm’s Financial Performance

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  • Halkawt Ismail Mohammed Amin

    (Department of Accounting and Finance, Cyprus International University, Northern Cyprus, Mersin 10, Lefkosa 99258, Turkey)

  • Kemal Cek

    (Department of Accounting and Finance, Cyprus International University, Northern Cyprus, Mersin 10, Lefkosa 99258, Turkey)

Abstract

This study aims to apply the golden ratio to the capital structure of non-financial institutions in France and the United Kingdom to find the effect of the golden ratio’s deviation from the capital structure on financial performance. A golden ratio is an irrational number with an approximate value of 1.618. In this paper, the golden ratio was applied to develop the assumption that the firm should use debt at a percentage of 61.8% and equity at 38.2%, which deviates from the capital structure variables. The final study sample consisted of 150 non-financial institution firms from France and 200 from the U.K. between 2002 and 2021. In addition, the general method of movement (GMM) was chosen to estimate the effect of capital structure variables deviating from the golden ratio on firms’ financial performance. The study results show that when a firm uses equity at a percentage of 38.2% in its capital structure, it can have a positive and significant impact on its financial performance in both France and the U.K. However, the results show that the debt-to-equity ratio deviated from the golden ratio and had a negative and statistically significant effect on both countries’ TOBQ, EPS, ROA, and ROE. Moreover, the firms’ adoption of IFRS can positively and significantly impact financial performance in France and the UK. Generally, managers in France are encouraged to use 38.2% equity and 61.8% debt in their capital structure. However, managers in the U.K. should apply equity of 38.2% and debt of 61.8%, depending on the performance measurement demanded.

Suggested Citation

  • Halkawt Ismail Mohammed Amin & Kemal Cek, 2023. "The Effect of Golden Ratio-Based Capital Structure on Firm’s Financial Performance," Sustainability, MDPI, vol. 15(9), pages 1-25, April.
  • Handle: RePEc:gam:jsusta:v:15:y:2023:i:9:p:7424-:d:1137094
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    1. Evans Akomeah & Paula Bentil & Alhassan Musah, 2018. "The Impact of Capital Structure Decisions on Firm Performance: The Case of Listed Non-Financial Institutions in Ghana," 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. 8(4), pages 1-15, October.
    2. Sebastian Ofumbia Uremadu & Rapuluchukwu Uchenna Efobi, 2012. "The Impact of Capital Structure and Liquidity on Corporate Returns in Nigeria: Evidence from Manufacturing Firms," 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. 2(3), pages 1-16, July.
    3. Punitharaja NADARAJA & Abdul Hadi ZULKAFLI & Tajul Ariffin MASRON, 2011. "Family Ownership, Firm’s Financial Characteristics and Capital Structure: Evidence from Public Listed Companies in Malaysia," Economia. Seria Management, Faculty of Management, Academy of Economic Studies, Bucharest, Romania, vol. 14(1), pages 141-156, June.
    4. Asmaul Husna & Ibnu Satria, 2019. "Effects of Return on Asset, Debt to Asset Ratio, Current Ratio, Firm Size, and Dividend Payout Ratio on Firm Value," International Journal of Economics and Financial Issues, Econjournals, vol. 9(5), pages 50-54.
    5. Alon Brav & Wei Jiang & Frank Partnoy & Randall Thomas, 2008. "Hedge Fund Activism, Corporate Governance, and Firm Performance," Journal of Finance, American Finance Association, vol. 63(4), pages 1729-1775, August.
    6. Elena Alexandra Nenu & Georgeta Vintilă & Ştefan Cristian Gherghina, 2018. "The Impact of Capital Structure on Risk and Firm Performance: Empirical Evidence for the Bucharest Stock Exchange Listed Companies," IJFS, MDPI, vol. 6(2), pages 1-29, April.
    7. Jiatao Li & Haoyuan Ding & Yichuan Hu & Guoguang Wan, 2021. "Dealing with dynamic endogeneity in international business research," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 52(3), pages 339-362, April.
    8. 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.
    9. Andrew Bell & Malcolm Fairbrother & Kelvyn Jones, 2019. "Fixed and random effects models: making an informed choice," Quality & Quantity: International Journal of Methodology, Springer, vol. 53(2), pages 1051-1074, March.
    10. Arturs Kalnins, 2018. "Multicollinearity: How common factors cause Type 1 errors in multivariate regression," Strategic Management Journal, Wiley Blackwell, vol. 39(8), pages 2362-2385, August.
    11. Disney, S. M. & Towill, D. R. & van de Velde, W., 2004. "Variance amplification and the golden ratio in production and inventory control," International Journal of Production Economics, Elsevier, vol. 90(3), pages 295-309, August.
    12. Myers, Stewart C., 1984. "Capital structure puzzle," Working papers 1548-84., Massachusetts Institute of Technology (MIT), Sloan School of Management.
    13. Myers, Stewart C, 1984. "The Capital Structure Puzzle," Journal of Finance, American Finance Association, vol. 39(3), pages 575-592, July.
    14. Stewart C. Myers, 1984. "Capital Structure Puzzle," NBER Working Papers 1393, National Bureau of Economic Research, Inc.
    15. Alicia M. Robb & David T. Robinson, 2014. "The Capital Structure Decisions of New Firms," The Review of Financial Studies, Society for Financial Studies, vol. 27(1), pages 153-179, January.
    16. Ron Johnston & Kelvyn Jones & David Manley, 2018. "Confounding and collinearity in regression analysis: a cautionary tale and an alternative procedure, illustrated by studies of British voting behaviour," Quality & Quantity: International Journal of Methodology, Springer, vol. 52(4), pages 1957-1976, July.
    17. Zou, Jingxian & Shen, Guangjun & Gong, Yaxian, 2019. "The effect of value-added tax on leverage: Evidence from China’s value-added tax reform," China Economic Review, Elsevier, vol. 54(C), pages 135-146.
    18. Stewart C. Myers & Nicholas S. Majluf, 1984. "Corporate Financing and Investment Decisions When Firms Have InformationThat Investors Do Not Have," NBER Working Papers 1396, National Bureau of Economic Research, Inc.
    19. James H. Scott Jr., 1976. "A Theory of Optimal Capital Structure," Bell Journal of Economics, The RAND Corporation, vol. 7(1), pages 33-54, Spring.
    20. Keke Bai & Farid Ullah & Muhammad Arif & Sahar Erfanian & Saima Urooge, 2023. "Stakeholder-Centered Corporate Governance and Corporate Sustainable Development: Evidence from CSR Practices in the Top Companies by Market Capitalization at Shanghai Stock Exchange of China," Sustainability, MDPI, vol. 15(4), pages 1-25, February.
    21. George Allayannis & Gregory W. Brown & Leora F. Klapper, 2003. "Capital Structure and Financial Risk: Evidence from Foreign Debt Use in East Asia," Journal of Finance, American Finance Association, vol. 58(6), pages 2667-2710, December.
    22. Fitriya Fauzi & Stuart Locke, 2012. "Board Structure, Ownership Structure and Firm Performance: A Study of New Zealand Listed-Firms," Asian Academy of Management Journal of Accounting and Finance (AAMJAF), Penerbit Universiti Sains Malaysia, vol. 8(2), pages 43-67.
    23. Eckbo, B. Espen (ed.), 2008. "Handbook of Empirical Corporate Finance SET," Elsevier Monographs, Elsevier, edition 1, number 9780444532657.
    24. Gayané Hovakimian, 2009. "Determinants of Investment Cash Flow Sensitivity," Financial Management, Financial Management Association International, vol. 38(1), pages 161-183, March.
    25. Lars Leszczensky & Tobias Wolbring, 2022. "How to Deal With Reverse Causality Using Panel Data? Recommendations for Researchers Based on a Simulation Study," Sociological Methods & Research, , vol. 51(2), pages 837-865, May.
    26. Jennifer Gippel & Tom Smith & Yushu Zhu, 2015. "Endogeneity in Accounting and Finance Research: Natural Experiments as a State-of-the-Art Solution," Abacus, Accounting Foundation, University of Sydney, vol. 51(2), pages 143-168, June.
    27. Lillian F. Mills & Kaye J. Newberry, 2005. "Firms' Off‐Balance Sheet and Hybrid Debt Financing: Evidence from Their Book‐Tax Reporting Differences," Journal of Accounting Research, Wiley Blackwell, vol. 43(2), pages 251-282, May.
    28. 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.
    29. Armen Hovakimian & Gayané Hovakimian, 2009. "Cash Flow Sensitivity of Investment," European Financial Management, European Financial Management Association, vol. 15(1), pages 47-65, January.
    30. Anh-Huyen Vu Thi & The-Dong Phung, 2021. "Capital Structure, Working Capital, and Governance Quality Affect the Financial Performance of Small and Medium Enterprises in Taiwan," JRFM, MDPI, vol. 14(8), pages 1-13, August.
    31. Malcolm Baker & Jeffrey Wurgler, 2002. "Market Timing and Capital Structure," Journal of Finance, American Finance Association, vol. 57(1), pages 1-32, February.
    32. Dhaliwal, Dan & Judd, J. Scott & Serfling, Matthew & Shaikh, Sarah, 2016. "Customer concentration risk and the cost of equity capital," Journal of Accounting and Economics, Elsevier, vol. 61(1), pages 23-48.
    33. Leonard K Maina & Tobias Olweny & Kenneth L Wanjau, 2018. "Observed leverage and financial performance of listed firms in Kenya," International Journal of Finance & Banking Studies, Center for the Strategic Studies in Business and Finance, vol. 7(2), pages 19-39, April.
    34. Song, Han-Suck, 2005. "Capital Structure Determinants An Empirical Study of Swedish Companies," Working Paper Series in Economics and Institutions of Innovation 25, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies.
    35. 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.
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