IDEAS home Printed from https://ideas.repec.org/a/zag/zirebs/v23y2020i2p89-115.html
   My bibliography  Save this article

Are Growth Led Financing Decisions Causing Insolvency in Listed Firms of Pakistan?

Author

Listed:
  • Rana Yassir Hussain Xuezhou Wen Rehan Sohail Butt Haroon Hussain Sikandar Ali Qalati Irfan Abbas

    (Jiangsu University Zhenjiang, Jiangsu China. School of Management, Jiangsu University / School of Business, Jiangnan University, Jiangsu Province, China. School of Management Jiangsu University, Jiangsu China. Noon Business School, University of Sargodha, Pakistan. School of Management Jiangsu University, Jiangsu China. Key Laboratory of Modern Agriculture Equipment & Technology, Ministry of Education, Jiangsu University, Jiangsu China.)

Abstract

We examine the relationship between growth opportunities and insolvency risk in a mediating framework through financing decisions for 330 listed firms on the Pakistan Stock Exchange (PSX) This study covers a data period of five years ranging from 2013 to 2017. Financing decisions used in this study involve capital structure decision and debt maturity decision. We applied robust clustered panel OLS regression to the data and found a negative relationship between growth opportunities and insolvency risk in all samples consisting of overall, large and small firms. Growth opportunities have a negative impact on the capital structure, but debt maturity was influenced positively. Financing decisions influenced the insolvency risk positively. We used Baron and Kenny’s (1986) approach to detect the intervening effects of financing decisions. Further, Sobel’s test used to check the significance of mediation. Partial mediation was found for the debt maturity ratio in the large and overall sample of firms. However, the capital structure did not mediate the relationship between growth opportunities and insolvency risk in this study. JEL Classification: G30, G32

Suggested Citation

  • Rana Yassir Hussain Xuezhou Wen Rehan Sohail Butt Haroon Hussain Sikandar Ali Qalati Irfan Abbas, 2020. "Are Growth Led Financing Decisions Causing Insolvency in Listed Firms of Pakistan?," Zagreb International Review of Economics and Business, Faculty of Economics and Business, University of Zagreb, vol. 23(2), pages 89-115, November.
    • Handle: RePEc:zag:zirebs:v:23:y:2020:i:2:p:89-115
    DOI: 10.2478/zireb-2020-0015
    as

    Download full text from publisher

    File URL: https://hrcak.srce.hr/index.php?show=clanak&id_clanak_jezik=359934
    Download Restriction: Abstract only available on-line
    File URL: https://libkey.io/10.2478/zireb-2020-0015?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Stohs, Mark Hoven & Mauer, David C, 1996. "The Determinants of Corporate Debt Maturity Structure," The Journal of Business, University of Chicago Press, vol. 69(3), pages 279-312, July.
    2. Markus K. Brunnermeier & Lasse Heje Pedersen, 2009. "Market Liquidity and Funding Liquidity," The Review of Financial Studies, Society for Financial Studies, vol. 22(6), pages 2201-2238, June.
    3. Mark T. Leary & Michael R. Roberts, 2014. "Do Peer Firms Affect Corporate Financial Policy?," Journal of Finance, American Finance Association, vol. 69(1), pages 139-178, February.
    4. Hackbarth, Dirk & Miao, Jianjun & Morellec, Erwan, 2006. "Capital structure, credit risk, and macroeconomic conditions," Journal of Financial Economics, Elsevier, vol. 82(3), pages 519-550, December.
    5. Sheridan Titman & Sergey Tsyplakov, 2007. "A Dynamic Model of Optimal Capital Structure," Review of Finance, European Finance Association, vol. 11(3), pages 401-451.
    6. Douglas W. Diamond & Zhiguo He, 2014. "A Theory of Debt Maturity: The Long and Short of Debt Overhang," Journal of Finance, American Finance Association, vol. 69(2), pages 719-762, April.
    7. 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.
    8. 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.
    9. Viral V. Acharya & Douglas Gale & Tanju Yorulmazer, 2011. "Rollover Risk and Market Freezes," Journal of Finance, American Finance Association, vol. 66(4), pages 1177-1209, August.
    10. Stephen Morris & Hyun Song Shin, 2016. "Illiquidity Component Of Credit Risk," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 57, pages 1135-1148, November.
    11. 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.
    12. Detthamrong, Umawadee & Chancharat, Nongnit & Vithessonthi, Chaiporn, 2017. "Corporate governance, capital structure and firm performance: Evidence from Thailand," Research in International Business and Finance, Elsevier, vol. 42(C), pages 689-709.
    13. Hui Chen, 2010. "Macroeconomic Conditions and the Puzzles of Credit Spreads and Capital Structure," Journal of Finance, American Finance Association, vol. 65(6), pages 2171-2212, December.
    14. Pathan, Shams, 2009. "Strong boards, CEO power and bank risk-taking," Journal of Banking & Finance, Elsevier, vol. 33(7), pages 1340-1350, July.
    15. Yuji Honjo & Nobuyuki Harada, 2006. "SME Policy, Financial Structure and Firm Growth: Evidence From Japan," Small Business Economics, Springer, vol. 27(4), pages 289-300, December.
    16. Laeven, Luc & Levine, Ross, 2009. "Bank governance, regulation and risk taking," Journal of Financial Economics, Elsevier, vol. 93(2), pages 259-275, August.
    17. Flannery, Mark J, 1986. "Asymmetric Information and Risky Debt Maturity Choice," Journal of Finance, American Finance Association, vol. 41(1), pages 19-37, March.
    18. Frederick C. Scherr & Heather M. Hulburt, 2001. "The Debt Maturity Structure of Small Firms," Financial Management, Financial Management Association, vol. 30(1), Spring.
    19. Jonathan B. Berk & Richard C. Green & Vasant Naik, 1999. "Optimal Investment, Growth Options, and Security Returns," Journal of Finance, American Finance Association, vol. 54(5), pages 1553-1607, October.
    20. repec:bla:jfinan:v:59:y:2004:i:4:p:1777-1804 is not listed on IDEAS
    21. Zhiguo He & Wei Xiong, 2012. "Dynamic Debt Runs," The Review of Financial Studies, Society for Financial Studies, vol. 25(6), pages 1799-1843.
    22. Nur Ainna Ramli & Gilbert Nartea, 2016. "Mediation Effects of Firm Leverage in Malaysia: Partial Least Squares - Structural Equation Modeling," International Journal of Economics and Financial Issues, Econjournals, vol. 6(1), pages 301-307.
    23. 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.
    24. XU Peng, 2015. "Risk-taking and Firm Growth," Discussion papers 15061, Research Institute of Economy, Trade and Industry (RIETI).
    25. Nancy Huyghebaert & Linda M. Van de Gucht, 2007. "The Determinants of Financial Structure: New Insights from Business Start‐ups," European Financial Management, European Financial Management Association, vol. 13(1), pages 101-133, January.
    26. 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.
    27. Frank, Murray Z. & Goyal, Vidhan K., 2003. "Testing the pecking order theory of capital structure," Journal of Financial Economics, Elsevier, vol. 67(2), pages 217-248, February.
    28. Michael J. Cooper & Huseyin Gulen & Michael J. Schill, 2008. "Asset Growth and the Cross‐Section of Stock Returns," Journal of Finance, American Finance Association, vol. 63(4), pages 1609-1651, August.
    29. DURINCK, Eduard & LAVEREN, Eddy & LYBAERT, Nadine, 1997. "The impact of sales growth above a sustainable level on the financing choice of Belgian industrial SMEs," Business Economics Working Papers 1997014, University of Antwerp, Faculty of Business and Economics.
    30. Miroslav Mateev & Yanko Anastasov, 2010. "Determinants of small and medium sized fast growing enterprises in central and eastern Europe: a panel data analysis," Financial Theory and Practice, Institute of Public Finance, vol. 34(3), pages 269-295.
    31. Morris, James R, 1976. "On Corporate Debt Maturity Strategies," Journal of Finance, American Finance Association, vol. 31(1), pages 29-37, March.
    32. A. Colin Cameron & Douglas L. Miller, 2015. "A Practitioner’s Guide to Cluster-Robust Inference," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 317-372.
    33. Kale, Jayant R & Noe, Thomas H & Ramirez, Gabriel G, 1991. "The Effect of Business Risk on Corporate Capital Structure: Theory and Evidence," Journal of Finance, American Finance Association, vol. 46(5), pages 1693-1715, December.
    34. Dudley, Evan, 2012. "Capital structure and large investment projects," Journal of Corporate Finance, Elsevier, vol. 18(5), pages 1168-1192.
    35. Goyal, Vidhan K. & Lehn, Kenneth & Racic, Stanko, 2002. "Growth opportunities and corporate debt policy: the case of the U.S. defense industry," Journal of Financial Economics, Elsevier, vol. 64(1), pages 35-59, April.
    36. Matthew T. Billett & Tao‐Hsien Dolly King & David C. Mauer, 2007. "Growth Opportunities and the Choice of Leverage, Debt Maturity, and Covenants," Journal of Finance, American Finance Association, vol. 62(2), pages 697-730, April.
    37. Barclay, Michael J & Smith, Clifford W, Jr, 1995. "The Maturity Structure of Corporate Debt," Journal of Finance, American Finance Association, vol. 50(2), pages 609-631, June.
    38. Chen, Long & Zhao, Xinlei, 2006. "On the relation between the market-to-book ratio, growth opportunity, and leverage ratio," Finance Research Letters, Elsevier, vol. 3(4), pages 253-266, December.
    39. Myers, Stewart C., 1977. "Determinants of corporate borrowing," Journal of Financial Economics, Elsevier, vol. 5(2), pages 147-175, November.
    40. Joao Gomes & Leonid Kogan & Lu Zhang, 2003. "Equilibrium Cross Section of Returns," Journal of Political Economy, University of Chicago Press, vol. 111(4), pages 693-732, August.
    41. Fangjian Fu, 2010. "Overinvestment and the Operating Performance of SEO Firms," Financial Management, Financial Management Association International, vol. 39(1), pages 249-272, March.
    42. Pandey I M, 2001. "Capital Structure and the Firm Characteristics: Evidence from an Emerging Market," IIMA Working Papers WP2001-10-04, Indian Institute of Management Ahmedabad, Research and Publication Department.
    43. Barnea, Amir & Haugen, Robert A & Senbet, Lemma W, 1980. "A Rationale for Debt Maturity Structure and Call Provisions in the Agency Theoretic Framework," Journal of Finance, American Finance Association, vol. 35(5), pages 1223-1234, December.
    44. repec:bla:jfinan:v:43:y:1988:i:1:p:1-19 is not listed on IDEAS
    45. Baum, Christopher F. & Caglayan, Mustafa & Stephan, Andreas & Talavera, Oleksandr, 2008. "Uncertainty determinants of corporate liquidity," Economic Modelling, Elsevier, vol. 25(5), pages 833-849, September.
    46. Christopher W. Anderson & Luis Garcia‐Feijóo, 2006. "Empirical Evidence on Capital Investment, Growth Options, and Security Returns," Journal of Finance, American Finance Association, vol. 61(1), pages 171-194, February.
    47. Toy, Norman & Stonehill, Arthur & Remmers, Lee & Wright, Richard & Beekhuisen, Theo, 1974. "A Comparative International Study of Growth, Profitability, and Risk as Determinants of Corporate Debt Ratios in the Manufacturing Sector," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 9(5), pages 875-886, November.
    48. Castanias, Richard, 1983. "Bankruptcy Risk and Optimal Capital Structure," Journal of Finance, American Finance Association, vol. 38(5), pages 1617-1635, December.
    49. Douglas W. Diamond, 1991. "Debt Maturity Structure and Liquidity Risk," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(3), pages 709-737.
    50. Moyen, Nathalie, 2007. "How big is the debt overhang problem?," Journal of Economic Dynamics and Control, Elsevier, vol. 31(2), pages 433-472, February.
    51. Jo Danbolt & Ian Hirst & Edward Jones, 2002. "Measuring growth opportunities," Applied Financial Economics, Taylor & Francis Journals, vol. 12(3), pages 203-212.
    52. Myers, Stewart C., 1984. "Capital structure puzzle," Working papers 1548-84., Massachusetts Institute of Technology (MIT), Sloan School of Management.
    53. Levy, Amnon & Hennessy, Christopher, 2007. "Why does capital structure choice vary with macroeconomic conditions?," Journal of Monetary Economics, Elsevier, vol. 54(6), pages 1545-1564, September.
    54. Myers, Stewart C, 1984. "The Capital Structure Puzzle," Journal of Finance, American Finance Association, vol. 39(3), pages 575-592, July.
    55. Wu, Xueping & Au Yeung, Chau Kin, 2012. "Firm growth type and capital structure persistence," Journal of Banking & Finance, Elsevier, vol. 36(12), pages 3427-3443.
    56. Yaiza García Padrón & Rosa María Cáceres Apolinario & Octavio Maroto Santana & María Concepción Verona Martel & Lourdes Jordán Sales, 2005. "Determinant factors of leverage: An empirical analysis of Spanish corporations," Journal of Risk Finance, Emerald Group Publishing, vol. 6(1), pages 60-68, January.
    57. Zhang, Xian & Venus, Jill & Wang, Yong, 2012. "Family ownership and business expansion of small- and medium-sized Chinese family businesses: The mediating role of financing preference," Journal of Family Business Strategy, Elsevier, vol. 3(2), pages 97-105.
    58. Stewart C. Myers, 1984. "Capital Structure Puzzle," NBER Working Papers 1393, National Bureau of Economic Research, Inc.
    59. Byungmo Kim, 2011. "Do Foreign Investors Encourage Value-Enhancing Corporate Risk Taking?," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 47(3), pages 88-110, May.
    60. Gray, Philip & Johnson, Jessica, 2011. "The relationship between asset growth and the cross-section of stock returns," Journal of Banking & Finance, Elsevier, vol. 35(3), pages 670-680, March.
    61. Dries Heyman & Marc Deloof & Hubert Ooghe, 2008. "The Financial Structure of Private Held Belgian Firms," Small Business Economics, Springer, vol. 30(3), pages 301-313, March.
    62. George A. Akerlof, 1970. "The Market for "Lemons": Quality Uncertainty and the Market Mechanism," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 84(3), pages 488-500.
    63. Fewings, David R, 1975. "The Impact of Corporate Growth on the Risk of Common Stocks," Journal of Finance, American Finance Association, vol. 30(2), pages 525-531, May.
    64. Marc Essen & J. Oosterhout & Michael Carney, 2012. "Corporate boards and the performance of Asian firms: A meta-analysis," Asia Pacific Journal of Management, Springer, vol. 29(4), pages 873-905, December.
    65. McConnell, John J. & Servaes, Henri, 1995. "Equity ownership and the two faces of debt," Journal of Financial Economics, Elsevier, vol. 39(1), pages 131-157, September.
    66. Charles Cao & Timothy Simin & Jing Zhao, 2008. "Can Growth Options Explain the Trend in Idiosyncratic Risk?," The Review of Financial Studies, Society for Financial Studies, vol. 21(6), pages 2599-2633, November.
    67. Dierker, Martin & Lee, Inmoo & Seo, Sung Won, 2019. "Risk changes and external financing activities: Tests of the dynamic trade-off theory of capital structure," Journal of Empirical Finance, Elsevier, vol. 52(C), pages 178-200.
    68. Mark Gertler & R. Glenn Hubbard, 1993. "Corporate Financial Policy, Taxation, and Macroeconomic Risk," RAND Journal of Economics, The RAND Corporation, vol. 24(2), pages 286-303, Summer.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Hussain Rana Yassir & Xuezhou Wen & Hussain Haroon & Ahmad Ilyas & Irshad Hira & Malik Muhammad Yasir Hayat, 2024. "Firm Attributes and Government External Debt as Determinants of Corporate Short Debt Maturity in a Post-CPEC Scenario," Zagreb International Review of Economics and Business, Sciendo, vol. 27(1), pages 137-154.

    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. Kashefi Pour, Eilnaz & Lasfer, Meziane, 2019. "Taxes, governance, and debt maturity structure: International evidence," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 58(C), pages 136-161.
    2. Rashid, Abdul, 2013. "Risks and financing decisions in the energy sector: An empirical investigation using firm-level data," Energy Policy, Elsevier, vol. 59(C), pages 792-799.
    3. Mustafa Caglayan & Abdul Rashid, 2010. "The response of firms' leverage to uncertainty: Evidence from UK public versus non-public firms," Working Papers 2010019, The University of Sheffield, Department of Economics, revised Oct 2010.
    4. Mustafa Caglayan & Abdul Rashid, 2014. "The Response Of Firms' Leverage To Risk: Evidence From Uk Public Versus Nonpublic Manufacturing Firms," Economic Inquiry, Western Economic Association International, vol. 52(1), pages 341-363, January.
    5. Kim, Sang-Joon & Bae, John & Oh, Hannah, 2019. "Financing strategically: The moderation effect of marketing activities on the bifurcated relationship between debt level and firm valuation of small and medium enterprises," The North American Journal of Economics and Finance, Elsevier, vol. 48(C), pages 663-681.
    6. Mai, Nhat Chi, 2012. "Market timing, taxes and capital structure: evidence from Vietnam," OSF Preprints t3mvs, Center for Open Science.
    7. Huang, Kershen & Shang, Chenguang, 2019. "Leverage, debt maturity, and social capital," Journal of Corporate Finance, Elsevier, vol. 54(C), pages 26-46.
    8. Hang, Markus & Geyer-Klingeberg, Jerome & Rathgeber, Andreas W. & Stöckl, Stefan, 2018. "Measurement matters—A meta-study of the determinants of corporate capital structure," The Quarterly Review of Economics and Finance, Elsevier, vol. 68(C), pages 211-225.
    9. Shoaib Ali & Attiya Yasmin Javid, 2015. "Relationship between Credit Rating, Capital Structure and Earning Management Behaviour: Evidence from Pakistani Listed Firms," PIDE-Working Papers 2015:121, Pakistan Institute of Development Economics.
    10. Paseda, Oluseun & Olowe, Rufus, 2018. "The Debt Maturity Structure of Nigerian Quoted Firms," MPRA Paper 117061, University Library of Munich, Germany, revised 30 Jun 2018.
    11. Yildirim, Ramazan & Masih, Mansur & Bacha, Obiyathulla Ismath, 2018. "Determinants of capital structure: evidence from Shari'ah compliant and non-compliant firms," Pacific-Basin Finance Journal, Elsevier, vol. 51(C), pages 198-219.
    12. Vina Christina Nugroho & Kim Sung Suk, 2019. "The Relationship Between Leverage, Maturity, And Investment Decision: Evidence From Emerging Markets," Organizations and Markets in Emerging Economies, Faculty of Economics, Vilnius University, vol. 10(1).
    13. Silvia Magri, 2010. "Debt Maturity Choice of Nonpublic Italian Firms," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 42(2‐3), pages 443-463, March.
    14. Jeon, Haejun & Nishihara, Michi, 2015. "The effects of business cycle and debt maturity on a firm's investment and default decisions," International Review of Economics & Finance, Elsevier, vol. 38(C), pages 326-351.
    15. Wu, Julia Yonghua & Opare, Solomon & Bhuiyan, Md. Borhan Uddin & Habib, Ahsan, 2022. "Determinants and consequences of debt maturity structure: A systematic review of the international literature," International Review of Financial Analysis, Elsevier, vol. 84(C).
    16. Evaldo Guimarães Barbosa & Cristiana De Castro Moraes, 2003. "Determinants Of The Firm’S Capital Structure - The Case Of The Very Small Enterprises," Finance 0302001, University Library of Munich, Germany, revised 06 Oct 2003.
    17. Murat Kizildag & Ozgur Ozdemir, 2017. "Underlying factors of ups and downs in financial leverage overtime," Tourism Economics, , vol. 23(6), pages 1321-1342, September.
    18. Jamie Alcock & Eva Steiner & Kelvin Tan, 2014. "Joint Leverage and Maturity Choices in Real Estate Firms: The Role of the REIT Status," The Journal of Real Estate Finance and Economics, Springer, vol. 48(1), pages 57-78, January.
    19. Stefan Stöckl, 2017. "Measurement matters - A meta-Study of the determinants of corporate capital structure," Post-Print hal-01772346, HAL.
    20. Antonczyk, Ron Christian & Salzmann, Astrid Juliane, 2014. "Overconfidence and optimism: The effect of national culture on capital structure," Research in International Business and Finance, Elsevier, vol. 31(C), pages 132-151.

    More about this item

    Keywords

    Growth Opportunities; Financing Decisions; Insolvency Risk;
    All these keywords.

    JEL classification:

    • 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

    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:zag:zirebs:v:23:y:2020:i:2:p:89-115. 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: Jurica Šimurina (email available below). General contact details of provider: https://edirc.repec.org/data/fefzghr.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.