The determinants of idiosyncratic volatility in Indonesia banking industries

Amrie Firmansyah, Pardomuan Sihombing, Sri Yani Kusumastuti

Abstract


This study aims to examine the determinants of idiosyncratic volatility. This study uses firm fundamentals, institutional ownership, interest rates as idiosyncratic volatility determinants. The firm fundamentals of this study are represented by firm size, profitability, operating performances, dividend policy, and price to earnings ratio. Institutional ownership represents the ownership of the company’s shares by financial companies. The interest rates are represented by 3-month bank deposit rates for one year. The research method uses a quantitative approach with secondary data. Hypothesis examining is conducted by panel data regression analysis. By using a purposive sampling method, the company selected is 24 banking sector companies with observation time from 2012 up to 2018. Thus, the total sample in this research amounted to 168 firm-year. The result of the study suggests that firm size, price-earnings ratio, dividend policy, profitability, and interest rates are negatively associated with idiosyncratic volatility. However, operating performance and institutional ownership are not associated with idiosyncratic volatility.

JEL Classification: E43, G21, G32

 

How to Cite:

Firmansyah, A., Sihombing, P., & Kusumastuti, S. Y. (2020). The determinants of idiosyncratic volatility in Indonesia banking industries. Jurnal Keuangan dan Perbankan, 24(2), 175-188.

DOIhttps://doi.org/10.26905/jkdp.v24i2.3851


Keywords


Firm fundamentals; Idiosyncratic volatility; Institutional ownership; Interest rates

References


Ali, M., & Asri, M. (2019). Prospect theory: Overcome risk disaster in an emerging market. IOP Conference Series: Earth and Environmental Science, 235, 1-14. https://doi.org/10.1088/1755-1315/235/1/012010

Angeloni, I., Faia, E., & Lo Duca, M. (2015). Monetary policy and risk taking. Journal of Economic Dynamics and Control, 52, 285–307. https://doi.org/10.1016/j.jedc.2014.12.001

Anggiyanti, L. D. (2018). Pengaruh idiosyncratic risk dan likuiditas saham terhadap return saham perusahaan manufaktur yang terdaftar di Bursa Efek Indonesia (BEI). Jurnal Manajemen Bisnis Indonesia, 7(4), 390-399.

Anwar, S., Singh, S., & Jain, P. K. (2015). Cash dividend announcements and stock return volatility: evidence from India. Procedia Economics and Finance, 30, 38-49. https://doi.org/10.1016/S2212-5671(15)01253-8

Arisona, V. F. (2013). Faktor-faktor yang mempengaruhi price earnings ratio pada indeks LQ-45 di Bursa Efek Indonesia. Jurnal Ilmu Manajemen, 1(1), 103-112.

Armi, J. (2013). Pengaruh leverage, likuiditas, dan profitabilitas terhadap risiko sistematis pada perusahaan perbankan yang terdaftar di BEI. Working Paper. Fakultas Ekonomi, Universitas Negeri Padang.

Arslan, M., & Zaman, R. (2014). Impact of dividend yield and price earnings ratio on stock returns: A study non-financial listed firms of Pakistan. Research Journal of Finance and Accounting, 5(19), 68-74.

Aziz, T., & Ansari, V. A. (2017) Idiosyncratic volatility and stock returns: Indian evidence. Cogent Economics & Finance, 5(1), 1-20. https://doi.org/10.1080/23322039.2017.1420998

Barell, R., Davis, E. P., Fic, T., & Karim, D. (2011). The future of financial regulation – is there a link from bank size to risk? Working Paper.

Bozhkov, S., Lee, H., Sivarajah, U., Despoudi, S., & Nandy, M. (2018). Idiosyncratic risk and the cross-section of stock returns: the role of mean-reverting idiosyncratic volatility. Annals of Operations Research, 1-34. https://doi.org/10.1007/s10479-018-2846-7

Chichernea, D. C., Petkevich, A., & Zykaj, B. B. (2013). Idiosyncratic volatility, institutional ownership, and investment horizon. European Financial Management, 21(4), 613-645. http://doi.org/10.1111/j.1468-036X.2013.12033.x

Chowdury, S. S. H., & Hossain, M. (2019). Is idiosyncratic volatility priced in Bangladesh stock market? International Journal of Economics and Management, 13(2), 305-317.

Darmawan, J. F., Murhadi, W. R., & Mahadwartha, P. A. (2017). The influence of idiosyncratic volatility, market risk, and size on stock return of a non-financial company registered in Indonesia Stock Exchange in the period of 2012 – 2016. Journal of Management and Business, 16(1), 12-18. https://doi.org/10.24123/jmb.v16i1.277

Dutt, T., & Jenner, M., H. (2013). Stock return volatility, operating performance, and stock returns: International evidence on drivers of the ‘low volatility’ anomaly. Journal of Banking & Finance. 37(3), 999-1017. https://doi.org/10.1016/j.jbankfin.2012.11.001

Fama, E. ., & French, K. R. (1993). Common risk factors in the returns on stocks and bonds. Journal of Financial Economics, 33(1), 3-56.

https://doi.org/10.1016/0304-405X(93)90023-5

Ferranti, D., & Yunita, I. (2015). Analisis inflasi, tingkat suku bunga, dividend payout ratio, dan current ratio terhadap risiko sistematis. Trikonomika, 14(1), 47-56. https://doi.org/10.23969/trikonomika.v14i1.591

Gang, Z., Grivoyannis, E., Zhang, S., & He, Y. (2016). The effects of the interest rates on bank risk in China: A data panel regression approach. International Journal of Engineering Business Management, 12, 1-9. https://doi.org/10.1177/1847979016662617

Hamid, M. (2008). Pengaruh suku bunga deposito dan kurs terhadap harga saham pada industri perbankan. Jurnal Ekonomi & Pendidikan, 5(2), 154-170.

Hock Ng, T., Chong, L. L., & Ismail, H. (2013). Firm size and risk-taking in Malaysia’s insurance industry. The Jurnal of Risk Finance, 14(4), 378-391. https://doi.org/10.1108/JRF-11-2012-0079

Jiménez, Y. G., Ongena, S. Peydró, J. L., & Saurina, J. (2014). Hazardous times for monetary policy: what do twenty-three million bank loans say about the effects of monetary policy on credit risk-taking? Econometrica, 82(2), 463–505. https://doi.org/10.3982/ecta10104

Kim, M. (2014). The risk-taking channel of monetary policy in Korea. Korea and the World Economy, 15(3), 447-473.

Kumari, J., Mahkud, J., & Hiremath, G. S. (2017). Determinants of idiosyncratic volatility: Evidence from the Indian stock market. Research in International Business and Finance, 41, 172–184. http://doi.org/10.1016/j.ribaf.2017.04.022

Li, X., Hou, K., & Zhang, C. (2019). Intangible factor and idiosyncratic volatility puzzles. Finance Research Letters, 1-30. https://doi.org/10.1016/j.frl.2019.101403

Liu, B., & Di Iorio, A. (2012). Idiosyncratic volatility on Australian stock returns. Working paper. RMIT University.

Liu, B., Di lorio, A., & De Silva, A. (2014). Do stock fundamentals explain idiosyncratic volatility? Evidence for Australian stock market. 23rd Annual Meeting of the European Financial Management Association. European Financial Management Association.

Monica, & Ng, S. (2018). Struktur kepemilikan sebagai mekanisme kontrol idiosyncratic risk untuk meningkatkan nilai perusahaan. Dinamika Akuntansi, Keuangan dan Perbankan, 7(1), 1–19.

Nguyen, P., Zaied, Y. B., & Pham, T. P. (2018). Does idiosyncratic risk matter? Evidence from mergers and acquisitions. The Journal of Risk Finance, 20(4), 313-329. http://doi.org/10.1108/JRF-03-2018-0040

Noviayanti, P., & Husodo, Z. (2018). Exposure to common idiosyncratic volatility on stock returns in ASEAN stock markets. International Journal of Business and Society, 19, 499-516.

Qadan, M., Kliger, D., & Chen, N. (2019). Idiosyncratic volatility, the VIX, and stock returns. The North American Journal of Economics and Finance, 47, 431-441. https://doi.org/10.1016/j.najef.2018.06.003

Pujianto, M., & Wibowo, B. (2019). Uji empiris pengaruh idiosyncratic volatility terhadap expected return: aplikasi Fama-French five factor model. MIX: Jurnal Ilmiah Manajemen, 9(2), 268-281.

Rajgopal, S., Venkatachalam, M., 2011. Financial reporting quality and idiosyncratic return volatility. Journal of Accounting and Economics, 51(1-2), 1–20. https://doi.org/10.1016/j.jacceco.2010.06.001

Ratnasari, L., & Budiyanto (2016). Pengaruh leverage, likuiditas, ukuran perusahaan terhadap profitabilitas pada perusahaan otomotif di BEI. Jurnal Ilmu dan Riset Manajemen, 5(5), 1-13

Tan, M., & Liu, B. (2016). CEO’s managerial power, board committee memberships and idiosyncratic volatility. International Review of Financial Analysis, 48, 21–30. http://doi.org/10.1016/j.irfa.2016.09.003

Tzouvanas, P., Kizys, R., Chatziantoniou, I., & Sagitova, R. (2020). Environmental disclosure and idiosyncratic risk in the European manufacturing sector. Energy Economics, 87, 1-13. https://doi.org/10.1016/j.eneco.2020.104715

Vo, X. V. (2016). Does institutional ownership increase stock return volatility? Evidence from Vietnam. International Review of Financial Analysis, 45, 54–61. https://doi.org/10.1016/j.irfa.2016.02.006

Vo, X. V., Vo, V. P., & Nguyen, T. P. (2020) Abnormal returns and idiosyncratic volatility puzzle: An empirical investigation in Vietnam stock market. Cogent Economics & Finance, 8(1), 1-25. https://doi.org/10.1080/23322039.2020.1735196

Wang, M. S. (2013). Idiosyncratic volatility and the expected stock returns for exploring the relationship with panel threshold regression. Asia-Pacific Finance Markets, 20(2), 113–129. https://doi.org/10.1007/s10690-012-9161-0

Zhang, W., Li, X., Shen, D., & Teglio, A. (2016). R2 and idiosyncratic volatility: Which captures the firm-specific return variation? Economic Modelling, 55, 298-304. http://dx.doi.org/10.1016/j.econmod.2016.02.025


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