Sector and Firm Specific Variance Composition of Capital Structure: A Panel Data Analysis on Indian Chemical Industry
Keywords:
Leverage decision, Variance, Multilevel regressionAbstract
All corporate strategies are cast in background of external environment in consideration that firms cannot operate in isolation. Industry characteristics along with peer firms substantially influence and subsequently set boundaries for all strategic decisions related to financing, investing and growth decisions. Also the changes in macroeconomic situations of country and its dealings with other countries impact the monetary and fiscal policies will impact the firm decisions. The paper presents empirical examination of impact from firm, sector and year specific factors that influence the leverage decisions of firm. Multilevel regression model is expended to explain concurrently cross-sectional and time-series dependency. Hierarchical data is used to estimate the variance composition of the leverage variable. The result indicate that variance in leverage is largely contributed by firm-specific factors, advocating financial decisions linked to strategic management.
References
Ahmed Sheikh, N., & Wang, Z. (2011). Determinants of capital structure: An empirical study of firms in manufacturing industry of Pakistan. Managerial Finance, 37(2), 117–133.
Almazan, A., & Molina, C. A. (2005). Intra-Industry Capital Structure Dispersion. Journal of Economics & Management Strategy, 14(2), 263–297.
Arsov, S., & Naumoski, A. (2016). Determinants of capital structure: An empirical study of companies from selected post-transition economies. Retrieved from https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2803133
Balakrishnan, S., & Fox, I. (1993). Asset specificity, firm heterogeneity and capital structure. Strategic Management Journal, 14(1), 3–16.
Bradley, M., Jarrell, G. A., & Kim, E. (1984). On the existence of an optimal capital structure: Theory and evidence. The Journal of Finance, 39(3), 857–878.
Brander, J. A., & Lewis, T. R. (1986). Oligopoly and financial structure: The limited liability effect. The American Economic Review, 956–970.
Chen, J. J. (2004). Determinants of capital structure of Chinese-listed companies. Journal of Business Research, 57(12), 1341–1351.
Degryse, H., de Goeij, P., & Kappert, P. (2012). The impact of firm and industry characteristics on small firms’ capital structure. Small Business Economics, 38(4), 431–447.
Fischer, E. O., Heinkel, R., & Zechner, J. (1989). Dynamic capital structure choice: Theory and tests. The Journal of Finance, 44(1), 19–40.
Frank, M. Z., & Goyal, V. K. (2009). Capital structure decisions: which factors are reliably important? Financial Management, 38(1), 1–37.
Harris, M., & Raviv, A. (1991). The theory of capital structure. The Journal of Finance, 46(1), 297–355.
Houthoofd, N., & Hendrickx, J. (2012). Industry segment effects and firm effects on firm performance in single industry firms. In A Focused Issue on Competence Perspectives on New Industry Dynamics (pp. 237–264). Emerald Group Publishing Limited. Retrieved from http://www.emeraldinsight.com/doi/pdf/10.1108/S1744-2117(2012)0000006010
Kane, A., Marcus, A. J., & McDonald, R. L. (1984). How big is the tax advantage to debt? The Journal of Finance, 39(3), 841–853.
Kayo, E. K., & Kimura, H. (2011). Hierarchical determinants of capital structure. Journal of Banking & Finance, 35(2), 358–371.
Koralun-Bereznicka, J. (2013). The Relative Importance of Industry and Size Effect in Corporate Capital Structure Empirical Evidence from the EU Countries. Eurasian Journal of Economics and Finance, 1(2), 1–27.
Kraus, A., & Litzenberger, R. H. (1973). A state-preference model of optimal financial leverage. The Journal of Finance, 28(4), 911–922.
Lewellen, S. (2012). Firm-specific industries. Working Paper. Retrieved from https://sites.google.com/site/stefanlewellen/firm_specific_industries.pdf
Li, L., & Islam, S. Z. (2015). Firm and Industry Specific Determinants of Capital Structure: Evidence from Australian Market Paper.
MacKay, P., & Phillips, G. M. (2005). How does industry affect firm financial structure? The Review of Financial Studies, 18(4), 1433–1466.
Maksimovic, V., & Zechner, J. (1991). Debt, agency costs, and industry equilibrium. The Journal of Finance, 46(5), 1619–1643.
Miller, M. H. (1977). Debt and taxes. The Journal of Finance, 32(2), 261–275.
Modigliani, F., & Miller, M. H. (1958). The cost of capital, corporation finance and the theory of investment. The American Economic Review, 48(3), 261–297.
Modigliani, F., & Miller, M. H. (1963). Corporate income taxes and the cost of capital: a correction. The American Economic Review, 433–443.
Opler, T. C., & Titman, S. (1994). Financial distress and corporate performance. The Journal of Finance, 49(3), 1015–1040.
Öztekin, Ö. (2015). Capital structure decisions around the world: which factors are reliably important? Journal of Financial and Quantitative Analysis, 50(3), 301–323.
Pratheepan, T., & Yatiwella, W. B. (2016). The Determinants of Capital Structure: Evidence from Selected Listed Companies in Sri Lanka. Retrieved from https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2725792
Rajan, R. G., & Zingales, L. (1995). What do we know about capital structure? Some evidence from international data. The Journal of Finance, 50(5), 1421–1460.
Rani, A., Narain & Dhawan, S. (2016). Determinants of Leverage decisions of Indian Firms: An empirical study. Business analyst SRCC, 37(1), 19-30.
Ross, S. A. (1977). The determination of financial structure: the incentive-signalling approach. The Bell Journal of Economics, 23–40.
Showalter, D. (1999). Strategic debt: evidence in manufacturing. International Journal of Industrial Organization, 17(3), 319–333.
Smith, D. J., Chen, J., & Anderson, H. D. (2015). The influence of firm financial position and industry characteristics on capital structure adjustment. Accounting & Finance, 55(4), 1135–1169.
Titman, S., & Wessels, R. (1988). The determinants of capital structure choice. The Journal of Finance, 43(1), 1–19.