Factors Affecting Speed of Adjustment to Target Leverage: Malaysia Evidence

Abstract

This study focuses on the dynamic aspect of capital structure which is a relatively new area in the finance literature. By employing panel data, 790 of non-financial listed firms in Malaysia are examined for the period 2000–2009. Conducted using the dynamic Partial Adjustment Model and estimated based on the Generalized Method of Moment, this study investigates the existence of target capital structure, speed of adjustment and factors affecting speed of adjustment. There are evidences of target capital structure and firms do adjust to be at their target from time to time with a considerably rapid speed of adjustment, in line with dynamic trade-off theory. Firms in Malaysia are found to be under-adjusted, being below the required adjustment to be at the target within a year. Study on factors affecting speed of adjustment is a new contribution to the literature as no work has been done regarding this issue in Malaysia. This study also analyzes firm-specific factors affecting speed of adjustment. There is strong evidence on the negative relationship between the speed of adjustment and distance from target leverage suggesting fast adjustment if not being far from target. Firm size and profitability significantly influence speed of adjustment for firms in Malaysia.

Keywords

Target capital structure speed of adjustment dynamic trade-off theory GMM

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References

Ameer

(2010). Financial liberalization and firms’ capital structure adjustments: Evidence from Southeast Asia and South America. Journal of Economics and Finance, October, 1–32. Online First–DOI: 10.1007/s12197-010-9158-3.

Arellano

Bond

S.R.

(1991). Some tests of specification for panel data: Monte Carlo evidence and application to employment equations. Review of Economic Studies, 58(2), 277–297.

Aybar-Arias

Martinez

A.C.

Gracia

J.L.

(2011). On the adjustment speed of SMES to their optimal capital structure. Small Business Economic, April, 1–20. Online First–DOI 10.1007/s11187-011-9327-6.

Banerjee

Heshmati

Wihlborg

(2004). The dynamics of capital structure. Research in Banking and Finance, 4, 275–297.

Booth

Aivazian

Demirguc-Kunt

Maksimovic

(2001). Capital structure in developing countries. Journal of Finance, 56(1), 87–130.

Brounen

De Jong

Koedijk

(2006). Capital structure policies in Europe: Survey evidence. Journal of Banking and Finance, 30, 1409–1442.

Chakraborty

(2011). Does capital structure depend on group affiliation? An analysis of Indian corporate firms. Institute of Development Studies Kolkata, Occasional Paper No. 29.

Clark

Francis

Hasan

(2009). Do firms adjust toward target capital structure. Some international evidence. Retrieved from http://ssrn.com/abstract=1364095 (accessed on 10 November 2012)

De Jong

Kabir

Nguyen

T.T.

(2008). Capital structure around the world: The roles of firm-and country-specific determinants. Journal of Banking and Finance, 32, 1954–1969.

10.

De Miguel

A.D.

Pindado

(2001). Determinant of capital structure: Evidence from Spanish panel data. Journal of Corporate Finance, 7, 77–99.

11.

Deesomsak

Paudyal

Pescetto

(2004). The determinants of capital structure: evidence from the Asia Pacific region. Journal of Multinational Financial Management, 14, 387–405.

12.

Deesomsak

Paudyal

Pescetto

(2009). Debt maturity structure and the 1997 Asian financial crisis. Journal of Multinational Financial Management, 19, 26–42.

13.

Demirguc-Kunt

Maksimovic

(1996). Stock market development and firms’ financing choices. World Bank Economic Review, 10, 341–369.

14.

Driffield

Pal

(2010). Evolution of capital structure in East Asia: Corporate inertia or endeavours. Journal of Royal Statistical Society A, 173(1), 1–29.

15.

Drobetz

Wanzenried

(2006). What determines the speed of adjustment to the target capital structure? Applied Financial Economics, 16, 941–958.

16.

Drobetz

Pensa

Wanzenried

(2006). Firm characteristics and dynamic capital structure adjustment. Retrieved from http://www.econbiz.de/archiv1/2008/58934_dynamic_capital_structure.pdf (accessed on 5 September 2012)

17.

Dzolkarnaini

M.N.

(2006). Capital control regime and capital structure determinants: A Malaysian case. Malaysian Accounting Review, 5(1), 1–41.

18.

Fama

E.F.

French

K.R.

(2002). Testing trade-off and pecking order predictions about dividends and debt. Review of Financial Studies, 15, 1–33.

19.

Fan

J.P.H.

Wei

K.C.J.

(2011). Corporate finance and governance in emerging markets: A selective review and an agenda for future research. Journal of Corporate Finance, 17, 207–214.

20.

Faulkender

Flannery

Hankins

Smith

(2008). Cash flows and leverage adjustments. Retrieved from http://ssrn.com/paper=972148 (accessed on 20 October 2012)

21.

Fischer

Heinkel

Zechner

(1989). Dynamic capital structure choice: Theory and tests. Journal of Finance, 44, 19–40.

22.

Flannery

M.T.

Hankins

K.W.

(2007). A theory of capital structure adjustment speed. Retrieved from http://69.175.2.130/~finman/Orlando/Papers/capstr_adj_paper.pdf (accessed on 8 March 2012)

23.

Flannery

Rangan

(2006). Partial adjustment towards target capital structures. Journal of Financial Economics, 79, 469–506.

24.

Frank

M.Z.

Goyal

V.K.

(2003). Testing the pecking order theory of capital structure. Journal of Financial Economics, 67(2), 217–248.

25.

Gaud

Jani

Hoesli

Bender

(2005). The capital structure of Swiss companies: An empirical analysis using dynamic panel data. European Financial Management, 11(1), 1–28.

26.

Graham

J.R.

(2000). How big are the tax benefits of debt? Journal of Finance, 55(5), 1901–1942.

27.

Graham

J.R.

Lemmon

Schallheim

J.S.

(1998). Debt, leases, taxes and the endogeneity of corporate tax status. Journal of Finance, 53,131–162.

28.

Graham

Harvey

(2001). The theory and practice of corporate finance: Evidence from the field. Journal of Financial Economics, 60, 187–243.

29.

Gujarati

D.N.

Porter

D.C.

(2009). Basic econometrics. New York: McGraw-Hill.

30.

Haas

Peeters

(2006). The dynamic towards target capital structure of firms in transition economies. Economics Transition, 14(1), 133–169.

31.

Heshmati

(2001). The dynamics of capital structure: Evidence from Swedish micro and small firm. Research in Banking and Finance, 2, 199–241.

32.

Huang

Ritter

(2009). Testing theories of capital structure and estimating the speed of adjustment. Journal of Financial and Quantitative Analysis, 44, 237–271.

33.

Hovakimian

Opler

Titman

(2001). The debt equity choice. Journal of Financial and Quantitative Analysis, 36, 1–24.

34.

Jalilvand

Harris

R.S.

(1984). Corporate behaviour in adjusting to capital structure and dividends targets: An econometric study. Journal of Finance, 39, 127–145.

35.

Kayo

E.K.

Kimura

(2011). Hierarchical determinants of capital structure. Journal of Banking & Finance, 35, 358–371.

36.

Leary

M.T.

Roberts

M.R.

(2005). Do firms rebalance their capital structure? Journal of Finance, 60(6), 2575–2619.

37.

Loof

(2004). Dynamic optimal capital structure and technical change. Structural Change and Economic Dynamics, 15, 449–468.

38.

Mat Nor

Haron

Ibrahim

Alias

(2011). Determinants of target capital structure: Evidence on South East Asian countries. Journal of Business and Policy Research, 6(3), 39–61.

39.

Myers

S.C.

(1977). Determinants of corporate borrowing. Journal of Financial Economics, 5, 147–175.

40.

Myers

S.C.

Majluf

N.S.

(1984). Corporate financing and investment decisions when firms have information that investors do not have. Journal of Financial Economics, 13, 187–221.

41.

Mukherjee

Mahakud

(2010). Dynamic adjustment towards target capital structure: Evidence from Indian companies. Journal of Advances in Management Research, 7(2), 250–266.

42.

Nivorozhkin

(2004). The dynamics of capital structure in transition economies. Economics Planning, 37, 25–45.

43.

Ozkan

(2001). Determinants of capital structure and adjustment to long run target: Evidence from UK company panel data. Journal of Business Finance & Accounting, 28(1), 175–98.

44.

Padron

Y.G.

Apolinario

R.M.C.

Santana

O.M.

Conception

Martel

Sales

L.J.

(2005). Determinant factors of leverage: An empirical analysis of Spanish corporations. Journal of Risk Finance, 6(1), 60–68.

45.

Pandey

I.M.

Chotigeat

(2004). Theories of capital structure: Evidence from an emerging market. Studies in Economics and Finance, 22(2), 1–9.

46.

Qian

Tian

Wirjanto

(2009). Do Chinese publicly listed companies adjust their capital structure toward a target level? China Economic Review, 20, 662–676.

47.

Rajan

R.G.

Zingales

(1995). What do we know about capital structure? Some evidence from international data. Journal of Finance, 50, 1421–1460.

48.

Rasiah

Kim

P.K.

(2011). A theoretical review on the use of the static trade-off theory, pecking order theory and the agency cost theory of capital structure. International Research Journal of Finance and Economics, 63, 150–159.

49.

Roodman

(2006). An introduction to “difference” and “system” GMM in STATA. CGDEV, Working Paper No. 103.

50.

Shyam-Sunder

Myers

(1999). Testing static trade-off against pecking order models of capital structure. Journal of Financial Economics, 51, 219–244.

51.

Titman

Wessels

(1988). The determinants of capital structure choice. Journal of Finance, 43, 1–19.

52.

Wiwattanakantang

(1999). An empirical study on the determinants of the capital structure of Thai firms. Pacific-Basin Finance Journal, 7, 371–403.

53.

(2009). The impact of market timing on Canadian and US firms capital structure. Working Paper Bank of Canada 2009–1. Retrieved from http://www.bankofcanada.ca/wp-content/uploads/2010/02/wp09-1.pdf (accessed on 19 April 2012)