Skip to main content

Advertisement

Log in

The linear regression method of the influencing factors of cultural industry based on the classification of structural data sources

  • Published:
Cluster Computing Aims and scope Submit manuscript

Abstract

This paper takes cultural industry listed companies in China as the research object and selects 127 listed companies as samples. It uses their financial data from the year of 2009 to 2016 and uses factor analysis and linear regression to establish a multiple linear regression model to make an empirical study on the capital structure of listed companies in cultural industry. The results show that the capital structure of listed companies in cultural industry has significant positive correlation with profitability, growth ability, company size, nature of property rights and cash flow, and that the capital structure of listed companies in cultural industry is negatively correlated with dividend policy and irrelevant to asset structure.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Similar content being viewed by others

References

  1. Frank, M.Z., Goyal, V.K.: Capital structure decisions: which factors are reliably important? Financ. Manag. 38(1), 1–37 (2009)

    Article  Google Scholar 

  2. Charalambakis, E.C., Psychoyios, D.: What do we know about capital structure? Revisiting the impact of debt ratios on some firm-specific factors. Appl. Financ. Econ. 22(19–21), 1727–1742 (2012)

    Article  Google Scholar 

  3. Javid, A.Y.: A decomposition analysis of capital structure: evidence from Pakistan’s manufacturing sector. The Lahore J. Econ. 17(1), 1–31 (2012)

    Article  Google Scholar 

  4. Chang, C., Lee, A.C., Lee, C.F.: Determinants of capital structure choice: a structural equation modeling approach. Q. Rev. Econ. Financ. 49(2), 197–213 (2009)

    Article  Google Scholar 

  5. Thippayana, P.: Determinants of capital structure in Thailand. Proc. Soc. Behav. Sci. 143, 1074–1077 (2014)

    Article  Google Scholar 

  6. Booth, L., Aivazian, V., Demirguc-Kunt, A., Maksimovic, V.: Capital structures in developing countries. J. Financ. 56(1), 87–130 (2001)

    Article  Google Scholar 

  7. Antoniou, A., Guney, Y., Paudyal, K.: The determinants of capital structure: capital market-oriented versus bank-oriented institutions. J. Financ. Quant. Anal. 43(1), 59–92 (2008)

    Article  Google Scholar 

  8. Ebrahim, M.S., Girma, S., Shah, M.E., Williams, J.: Dynamic capital structure and political patronage: the case of Malaysia. Int. Rev. Financ. Anal. 31, 117–128 (2014)

    Article  Google Scholar 

  9. Dang, V.A.: Testing capital structure theories using error correction models: evidence from the UK, France and Germany. Appl. Econ. 45(1–3), 171–190 (2013)

    Article  Google Scholar 

  10. Dang, V.A., Kim, M., Shin, Y.: Asymmetric capital structure adjustments: new evidence from dynamic panel threshold models. J. Empir. Financ. 19(4), 465–482 (2012)

    Article  Google Scholar 

  11. Lööf, H.: Dynamic optimal capital structure and technical change. Struct. Change Econ. Dyn. 15(4), 449–468 (2004)

    Article  Google Scholar 

  12. Öztekin, Ö., Flannery, M.J.: Institutional determinants of capital structure adjustment speeds. J. Financ. Econ. 103(1), 88–112 (2012)

    Article  Google Scholar 

  13. Chang, Y.-K., Chou, R.K., Huang, T.-H.: Corporate governance and the dynamics of capital structure: new evidence. J. Bank. Financ. 48, 374–385 (2014)

    Article  Google Scholar 

  14. Taggart, J.R.A.: A model of coprorate financing decisions. J. Financ. 32(5), 1467–1484 (1977)

    Article  Google Scholar 

  15. Marsh, P.: The choice between equity and debt: an empirical study. J. Financ. 37(1), 121–144 (1982)

    Article  Google Scholar 

  16. Shyam-Sunder, L.C., Myers, S.: Testing static tradeoff against pecking order models of capital structure. J. Financ. Econ. 51(2), 219–244 (1999)

    Article  Google Scholar 

  17. McMillan, D.G., Camara, O.: Dynamic capital structure adjustment: US MNCs & DCs. J. Multinatl. Financ. Manag. 22(5), 278–301 (2012)

    Article  Google Scholar 

  18. Xing, T.C., Yuan, Y.: Empirical study on the determinants of capital structure of listed companies in China. Macroecon. Res. 2, 34–40+55 (2013)

  19. Zhang, Y.Z.: Empirical study on the influencing factors of capital structure of listed companies—taking Chongqing as an example. J. Chongqing Technol. Bus. Univ. (Nat. Sci. Edn.) 32(1), 23–27 (2015)

  20. Fu, L.F.: An empirical study on the impact of interest rate liberalization on the capital structure of listed. Econ. Survey 3, 133–138 (2014)

    Google Scholar 

  21. Wu, Y.: The choice between non-liability tax shield and capital structure in different enterprise-experience from Chinese listed firms. J. Central Univ. Financ. Econ. 8, 91–96 (2011)

    Google Scholar 

  22. Zeng, K.H., Sun, S.S.: The empirical study on the capital structure factors of China’s large steel enterprises—using 17 large steel enterprises in china as the study object. J. Univ. Sci. Technol. Beijing (Soc. Sci. Edn.) (3), 77–83 (2013)

  23. Hao, C.: Empirical research on the influence factors of capital structure of insurance companies in China. Financ. Theory Pract. 4, 78–83 (2016)

  24. Zhang, Y.: Empirical research on influential factors of capital structure of sports requisites manufacture industry in China—based on the analysis of panel data in its sub-industries. J. Sports Sci. 33(6), 50–56 (2012)

    Google Scholar 

  25. Xiao, Z,Z., Zou, H.: The Determinants of capital structure and equity financing preference in listed companies. Econ. Res. 6, 119–134+144 (2008)

  26. Li, Z.J.: Empirical analysis on the influence factors of capital structure of listed companies in China. Stat. Decis. 15, 150–152 (2011)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Cao Honggang.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Honggang, C., Kai, C. & Xu, Z. The linear regression method of the influencing factors of cultural industry based on the classification of structural data sources. Cluster Comput 22 (Suppl 3), 6123–6132 (2019). https://doi.org/10.1007/s10586-018-1852-5

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10586-018-1852-5

Keywords

Navigation