Determinan Risiko Sistematis pada Perusahaan Rokok di Indonesia

Tri Utomo Prasetyo


This study aims to examine the effect of company size, sales growth, and financial leverage on systematic risk in the Indonesian cigarette industry. The variable total assets is used to proxy for company size, long term debt-to-equity ratio for financial leverage, and beta stock—collected from the third party—for systematic risk. Four cigarette companies listed on the Indonesia Stock Exchange are sampled for this study in the 2016Q2-2018Q4 period. Hypothesis testing is done using panel data regression. The results show that ceteris paribus, company size and financial leverage have a positive effect on systematic risk, while sales growth statistically has no effect.


systematic risk; financial leverage; company size; cigarette industry

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Agusman, A., Monroe, G. S., Gasbarro, D., & Zumwalt, J. K. (2008). Accounting and capital market measures of risk: Evidence from Asian banks during 1998–2003. Journal of Banking & Finance, 32(4), 480-488.

Beaver, W., Kettler, P., & Scholes, M. (1970). The association between market determined and accounting determined risk measures. The Accounting Review, 45(4), 654-682.

Beltrame, F., Previtali, D., & Sclip, A. (2018). Systematic risk and banks leverage: The role of asset quality. Finance Research Letters, 27, 113-117.

Ben-Zion, U., & Shalit, S. S. (1975). Size, leverage, and dividend record as determinants of equity risk. The Journal of Finance, 30(4), 1015-1026.

Bodie, Z., Kane, A., & Marcus, A. J. (2014). Investments (10th ed). New York: McGraw-Hill Education.

Bowman, R. G. (1979). The theoretical relationship between systematic risk and financial (accounting) variables. The Journal of Finance, 34(3), 617-630.

Drobetz, W., Menzel, C., & Schröder, H. (2016). Systematic risk behavior in cyclical industries: The case of shipping. Transportation Research Part E: Logistics and Transportation Review, 88, 129-145.

Gujarati, D. N., Porter, D. C. (2008). Basic Econometrics (5th ed). New York: McGraw-Hill/Irwin.

Hamada, R. S. (1969). Portfolio analysis, market equilibrium and corporation finance. The Journal of Finance, 24(1), 13-31.

Husnan, S. 2015. Dasar-dasar Teori Portofolio dan Analisis Sekuritas (Edisi Kelima). Yogyakarta: UPP STIM YKPN.

Kementerian Agama Republik Indonesia. Fatwa MUI, Rokok Hukumnya Makruh dan Haram. (2009). diakses pada 18 November 2018.

Lee, J. S., & Jang, S. S. (2007). The systematic-risk determinants of the US airline industry. Tourism management, 28(2), 434-442.

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.

Reeb, D. M., Kwok, C. C., & Baek, H. Y. (1998). Systematic risk of the multinational corporation. Journal of International Business Studies, 29(2), 263-279.

Wooldridge, J. M. (2016). Introductory Econometrics (6th ed). Boston: Cengage Learning.


Wahana: Jurnal Ekonomi, Manajemen dan Akuntansi
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