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Impact of goodwill on capital structure and the moderating role of investors' education

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  • Oli Ahad Thakur
  • Bany‐Ariffin Amin Noordin
  • Bolaji Tunde Matemilola
  • Md. Kausar Alam
  • Doddy Setiawan

Abstract

This paper investigates the impact of goodwill on capital structure and how investors' education affects the relationship between goodwill and capital structure in developing and developed countries. This study covers both developing and developed countries using a sample of 4912 and 4303 non‐financial companies from 23 developing and 9 developed countries, respectively, over 9 years (2010–2018). By applying panel data techniques, study shows that goodwill has a significant positive impact on the capital structure of developing and developed countries. Besides, investors' education moderates the relationship between goodwill and capital structure, especially in developed countries. Managers of the goodwill assets‐based companies in developing and developed countries can formulate their borrowing policy in the same fashion as the managers of a tangible asset‐based company do. Outcomes of this study will help investors/creditors in those countries to develop a clear view of the collateralization of goodwill. Policymakers in the developed countries will have a better idea about the role of investors' education in the financing of the companies.

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  • Oli Ahad Thakur & Bany‐Ariffin Amin Noordin & Bolaji Tunde Matemilola & Md. Kausar Alam & Doddy Setiawan, 2022. "Impact of goodwill on capital structure and the moderating role of investors' education," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 43(7), pages 2657-2677, October.
    • Handle: RePEc:wly:mgtdec:v:43:y:2022:i:7:p:2657-2677
    DOI: 10.1002/mde.3553
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    1. José De Gregorio & Jong–Wha Lee, 2002. "Education and Income Inequality: New Evidence From Cross‐Country Data," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 48(3), pages 395-416, September.
    2. 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.
    3. 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.
    4. Hans Degryse & Peter Goeij & Peter Kappert, 2012. "The impact of firm and industry characteristics on small firms’ capital structure," Small Business Economics, Springer, vol. 38(4), pages 431-447, May.
    5. Angel de la Fuente & Rafael Doménech, 2006. "Human Capital in Growth Regressions: How Much Difference Does Data Quality Make?," Journal of the European Economic Association, MIT Press, vol. 4(1), pages 1-36, March.
    6. Stijn Claessens & Luc Laeven, 2003. "Financial Development, Property Rights, and Growth," Journal of Finance, American Finance Association, vol. 58(6), pages 2401-2436, December.
    7. 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.
    8. van Rooij, Maarten & Lusardi, Annamaria & Alessie, Rob, 2011. "Financial literacy and stock market participation," Journal of Financial Economics, Elsevier, vol. 101(2), pages 449-472, August.
    9. Shawn Cole & Anna Paulson & Gauri Kartini Shastry, 2014. "Smart Money? The Effect of Education on Financial Outcomes," The Review of Financial Studies, Society for Financial Studies, vol. 27(7), pages 2022-2051.
    10. Barro, Robert J. & Lee, Jong-Wha, 1993. "International comparisons of educational attainment," Journal of Monetary Economics, Elsevier, vol. 32(3), pages 363-394, December.
    11. Razali Haron, 2014. "Capital structure inconclusiveness: evidence from Malaysia, Thailand and Singapore," International Journal of Managerial Finance, Emerald Group Publishing Limited, vol. 10(1), pages 23-38, January.
    12. Barry Harrison & Theodorus Wisnu Widjaja, 2014. "The Determinants of Capital Structure: Comparison between Before and After Financial Crisis," Economic Issues Journal Articles, Economic Issues, vol. 19(2), pages 55-83, September.
    13. Sumit Agarwal & Bhashkar Mazumder, 2013. "Cognitive Abilities and Household Financial Decision Making," American Economic Journal: Applied Economics, American Economic Association, vol. 5(1), pages 193-207, January.
    14. Saurabh Chadha & Anil K. Sharma, 2015. "Determinants of capital structure: an empirical evaluation from India," Journal of Advances in Management Research, Emerald Group Publishing Limited, vol. 12(1), pages 3-14, May.
    15. Shumi Akhtar & Barry Oliver, 2009. "Determinants of Capital Structure for Japanese Multinational and Domestic Corporations," International Review of Finance, International Review of Finance Ltd., vol. 9(1‐2), pages 1-26, March.
    16. Matias, Fernanda & Serrasqueiro, Zélia, 2017. "Are there reliable determinant factors of capital structure decisions? Empirical study of SMEs in different regions of Portugal," Research in International Business and Finance, Elsevier, vol. 40(C), pages 19-33.
    17. Benhabib, Jess & Spiegel, Mark M., 1994. "The role of human capital in economic development evidence from aggregate cross-country data," Journal of Monetary Economics, Elsevier, vol. 34(2), pages 143-173, October.
    18. Razali Haron, 2018. "Firm Level, Ownership Concentration and Industry Level Determinants of Capital Structure in an Emerging Market: Indonesia Evidence," Asian Academy of Management Journal of Accounting and Finance (AAMJAF), Penerbit Universiti Sains Malaysia, vol. 14(1), pages 127-151.
    19. Christelis, Dimitris & Jappelli, Tullio & Padula, Mario, 2010. "Cognitive abilities and portfolio choice," European Economic Review, Elsevier, vol. 54(1), pages 18-38, January.
    20. Rajan, Raghuram G & Zingales, Luigi, 1995. "What Do We Know about Capital Structure? Some Evidence from International Data," Journal of Finance, American Finance Association, vol. 50(5), pages 1421-1460, December.
    21. David Aboody & Baruch Lev, 2000. "Information Asymmetry, R&D, and Insider Gains," Journal of Finance, American Finance Association, vol. 55(6), pages 2747-2766, December.
    22. Antoniou, Antonios & Guney, Yilmaz & Paudyal, Krishna, 2008. "The Determinants of Capital Structure: Capital Market-Oriented versus Bank-Oriented Institutions," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 43(1), pages 59-92, March.
    23. Charles R. Hulten & Xiaohui Hao, 2008. "What is a Company Really Worth? Intangible Capital and the "Market to Book Value" Puzzle," NBER Working Papers 14548, National Bureau of Economic Research, Inc.
    24. Michaelas, Nicos & Chittenden, Francis & Poutziouris, Panikkos, 1999. "Financial Policy and Capital Structure Choice in U.K. SMEs: Empirical Evidence from Company Panel Data," Small Business Economics, Springer, vol. 12(2), pages 113-130, March.
    25. Torberg Falch & Sofia Sandgren Massih, 2011. "The Effect Of Education On Cognitive Ability," Economic Inquiry, Western Economic Association International, vol. 49(3), pages 838-856, July.
    26. Alves, Paulo F. Pereira & Ferreira, Miguel A., 2011. "Capital structure and law around the world," Journal of Multinational Financial Management, Elsevier, vol. 21(3), pages 119-150, July.
    27. Myers, Stewart C., 1977. "Determinants of corporate borrowing," Journal of Financial Economics, Elsevier, vol. 5(2), pages 147-175, November.
    28. 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.
    29. DeAngelo, Harry & Masulis, Ronald W., 1980. "Optimal capital structure under corporate and personal taxation," Journal of Financial Economics, Elsevier, vol. 8(1), pages 3-29, March.
    30. Wald, John K, 1999. "How Firm Characteristics Affect Capital Structure: An International Comparison," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 22(2), pages 161-187, Summer.
    31. Mouna, Amari & Anis, Jarboui, 2017. "Financial literacy in Tunisia: Its determinants and its implications on investment behavior," Research in International Business and Finance, Elsevier, vol. 39(PA), pages 568-577.
    32. Basil Al-Najjar & Khaled Hussainey, 2011. "Revisiting the capital-structure puzzle: UK evidence," Journal of Risk Finance, Emerald Group Publishing, vol. 12(4), pages 329-338, August.
    33. Demirguc-Kunt, Asli & Maksimovic, Vojislav, 1999. "Institutions, financial markets, and firm debt maturity," Journal of Financial Economics, Elsevier, vol. 54(3), pages 295-336, December.
    34. Malcolm Baker & Jeffrey Wurgler, 2002. "Market Timing and Capital Structure," Journal of Finance, American Finance Association, vol. 57(1), pages 1-32, February.
    35. Arrow, Kenneth J., 1973. "Higher education as a filter," Journal of Public Economics, Elsevier, vol. 2(3), pages 193-216, July.
    36. John K. Wald, 1999. "How Firm Characteristics Affect Capital Structure: An International Comparison," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 22(2), pages 161-187, June.
    37. Bolaji Tunde Matemilola & Rubi Ahmad, 2015. "Debt financing and importance of fixed assets and goodwill assets as collateral: dynamic panel evidence," Journal of Business Economics and Management, Taylor & Francis Journals, vol. 16(2), pages 407-421, April.
    38. Hussein A. Hassan Al-Tamimi & Al Anood Bin Kalli, 2009. "Financial literacy and investment decisions of UAE investors," Journal of Risk Finance, Emerald Group Publishing, vol. 10(5), pages 500-516, November.
    39. Petersen, Mitchell A & Rajan, Raghuram G, 1994. "The Benefits of Lending Relationships: Evidence from Small Business Data," Journal of Finance, American Finance Association, vol. 49(1), pages 3-37, March.
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    Cited by:

    1. Wang, Jingyi, 2024. "Green finance and the relationship with goodwill: A study based on the perspectives of accounting information quality and financing constraints," International Review of Economics & Finance, Elsevier, vol. 93(PA), pages 833-846.

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