IDEAS home Printed from https://ideas.repec.org/a/wly/mgtdec/v43y2022i7p2657-2677.html
   My bibliography  Save this article

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

Author

Listed:
  • 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.

Suggested Citation

  • 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
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/mde.3553
    Download Restriction: no
    File URL: https://libkey.io/10.1002/mde.3553?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
    ---><---

    References listed on IDEAS

    as
    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. 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.
    3. Barro, Robert J. & Lee, Jong-Wha, 1993. "International comparisons of educational attainment," Journal of Monetary Economics, Elsevier, vol. 32(3), pages 363-394, December.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. Christelis, Dimitris & Jappelli, Tullio & Padula, Mario, 2010. "Cognitive abilities and portfolio choice," European Economic Review, Elsevier, vol. 54(1), pages 18-38, January.
    9. 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.
    10. 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.
    11. 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.
    12. 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.
    13. 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.
    14. 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.
    15. 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.
    16. 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.
    17. 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.
    18. 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.
    19. Stijn Claessens & Luc Laeven, 2003. "Financial Development, Property Rights, and Growth," Journal of Finance, American Finance Association, vol. 58(6), pages 2401-2436, December.
    20. 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.
    21. 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.
    22. 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.
    23. 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.
    24. 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.
    25. 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.
    26. 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.
    27. 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.
    28. 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.
    29. 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.
    30. Myers, Stewart C., 1977. "Determinants of corporate borrowing," Journal of Financial Economics, Elsevier, vol. 5(2), pages 147-175, November.
    31. 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.
    32. 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.
    33. 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.
    34. 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.
    35. 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.
    36. Malcolm Baker & Jeffrey Wurgler, 2002. "Market Timing and Capital Structure," Journal of Finance, American Finance Association, vol. 57(1), pages 1-32, February.
    37. Arrow, Kenneth J., 1973. "Higher education as a filter," Journal of Public Economics, Elsevier, vol. 2(3), pages 193-216, July.
    38. 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.
    39. 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.
    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. James Agyei & Shaorong Sun & Eugene Abrokwah, 2020. "Trade-Off Theory Versus Pecking Order Theory: Ghanaian Evidence," SAGE Open, , vol. 10(3), pages 21582440209, July.
    2. Antonio D’Amato, 2020. "Capital structure, debt maturity, and financial crisis: empirical evidence from SMEs," Small Business Economics, Springer, vol. 55(4), pages 919-941, December.
    3. Alves, Paulo & Francisco, Paulo, 2015. "The impact of institutional environment on the capital structure of firms during recent financial crises," The Quarterly Review of Economics and Finance, Elsevier, vol. 57(C), pages 129-146.
    4. Enrico Santarelli & Hien Thu Tran, 2018. "The interaction of institutional quality and human capital in shaping the dynamics of capital structure in Vietnam," WIDER Working Paper Series 66, World Institute for Development Economic Research (UNU-WIDER).
    5. Raja Zekri Ben Hamouda & Nessrine Hamzaoui & Faouzi Jilani, 2023. "Capital Structure Determinants: New Evidence from the MENA Region Countries," International Journal of Economics and Financial Issues, Econjournals, vol. 13(1), pages 144-163, January.
    6. Enrico Santarelli & Hien Thu Tran, 2018. "The interaction of institutional quality and human capital in shaping the dynamics of capital structure in Vietnam," WIDER Working Paper Series wp-2018-66, World Institute for Development Economic Research (UNU-WIDER).
    7. Mai, Nhat Chi, 2012. "Market timing, taxes and capital structure: evidence from Vietnam," OSF Preprints t3mvs, Center for Open Science.
    8. María Palacín-Sánchez & Luis Ramírez-Herrera & Filippo di Pietro, 2013. "Capital structure of SMEs in Spanish regions," Small Business Economics, Springer, vol. 41(2), pages 503-519, August.
    9. Alessandra Amendola & Marinella Boccia & Gianluca Mele & Luca Sensini, 2020. "Tax Policy and Firms' Financial Choices: Empirical Evidence from the Dominican Republic," MIC 2020: The 20th Management International Conference,, University of Primorska Press.
    10. 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.
    11. Viet Anh Dang, 2011. "Testing Capital Structure Theories Using Error Correction Models: Evidence From The Uk, France And Germany," Post-Print hal-00732527, HAL.
    12. Alves, Paulo & Francisco, Paulo, 2013. "The Impact of Institutional Environment in Firms´ Capital Structure during the Recent Financial Crises," MPRA Paper 51300, University Library of Munich, Germany.
    13. Bülent Köksal & Cüneyt Orman, 2015. "Determinants of capital structure: evidence from a major developing economy," Small Business Economics, Springer, vol. 44(2), pages 255-282, February.
    14. Mário Santos & António Moreira & Elisabete Vieira, 2014. "Ownership concentration, contestability, family firms, and capital structure," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 18(4), pages 1063-1107, November.
    15. Muhammad Yusuf Amin & Amanat Ali & Bashir Khan, 2019. "Capital Structure of Chinese Firms Across different Sectors: Does Ownership Structure Matter?," Global Economics Review, Humanity Only, vol. 4(2), pages 70-82, June.
    16. Mohamed, Hisham Hanifa & Masih, Mansur & Bacha, Obiyathulla I., 2015. "Why do issuers issue Sukuk or conventional bond? Evidence from Malaysian listed firms using partial adjustment models," Pacific-Basin Finance Journal, Elsevier, vol. 34(C), pages 233-252.
    17. Feld, Lars P. & Heckemeyer, Jost H. & Overesch, Michael, 2013. "Capital structure choice and company taxation: A meta-study," Journal of Banking & Finance, Elsevier, vol. 37(8), pages 2850-2866.
    18. Apostolos Dasilas & Nicolas Papasyriopoulos, 2015. "Corporate governance, credit ratings and the capital structure of Greek SME and large listed firms," Small Business Economics, Springer, vol. 45(1), pages 215-244, June.
    19. de La Bruslerie, Hubert & Latrous, Imen, 2012. "Ownership structure and debt leverage: Empirical test of a trade-off hypothesis on French firms," Journal of Multinational Financial Management, Elsevier, vol. 22(4), pages 111-130.
    20. 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.

    More about this item

    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:wly:mgtdec:v:43:y:2022:i:7:p:2657-2677. 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: Wiley Content Delivery (email available below). General contact details of provider: http://www3.interscience.wiley.com/cgi-bin/jhome/7976 .

    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.