Stock Market Proxy Testing in Beta Calculation in the COVID-19 Pandemic Period on the Indonesia Stock Exchange

Yuvica Lara Rovantiane Adicondro, Robiyanto Robiyanto, Samuel Martono

Abstract


This study was conducted to assess the stock price index on the Indonesia Stock Exchange (IDX) which can be used as a proxy for the stock market in Indonesia. The indexes used to search for stock market proxies in Indonesia are JCI, IDX30, LQ45, IDX BUMN20, Jakarta Islamic Index (JII), KOMPAS100, MNC36, SRI-KEHATI, and PEFINDO25. The period in this study is from June 2018 to October 2021 obtained through bloomberg.com. Based on the results of the Paired Sample t-Test, the JCI returns before and during the Covid-19 pandemic did not show a difference in stock beta. Then, the results of the Standard Error Estimate (SEE) test show that JCI returns have the smallest deviation rate in the period when Covid-19 occurred and in the entire period. The results showed that the JCI return can be used as a proxy for the stock market in Indonesia compared to the returns of other stock indexes.


Keywords


Beta; Covid-19; Index; JCI; Return

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References


Bharwaj, R., & Brooks, L. (1993). The Dual Betas from Bull and Bear Markets: Reversal of the Size Effect. Journal of Financial Research, 16. doi:10.1111/j.1475-6803.1993.tb00147.x

Chabachib, M. (2020). In Search of Stock Market Proxy to Calculate Systematic Risk (Beta) of Stocks in Indonesia Stock Exchange. Jurnal Bisnis Strategi, 29(2), 80-88. doi:https://doi.org/10.14710/jbs.29.2.80-88

Chia, R. C.-J., Liew, V. K.-S., & Rowland, R. (2020). Daily New Covid-19 Cases, the Movement Control Order, and Malaysian Stock Market Returns. International Journal of Business and Society, 21(2), 553-568. doi:https://doi.org/10.33736/ijbs.3271.2020

Conlon, T., Corbet, S., & McGee, R. J. (2020). Are cryptocurrencies a safe haven for equity markets? An international perspective from the COVID-19 pandemic. Research in International Business and Finance, 54, 101248. doi:https://doi.org/10.1016/j.ribaf.2020.101248

Ekantari, P. S., & Widanaputra, A. A. G. P. (2015). Perbandingan Return dan Risiko Kandidat dan Non Kandidat Portofolio Optimal (Studi Pada Saham-Saham Indeks LQ-45). E-Jurnal Akuntansi Universitas Udayana, 10(2), 340-353.

Ferruz, L., Gómez-Bezares, F., & Vargas, M. (2010). Portfolio theory, CAPM and performance measures. In C.-F. Lee, A. Lee, & J. Lee (Eds.), Handbook of Quantitative Finance and Risk Management (pp. 267-281): Springer US.

Ferson, W. E., & Harvey, C. R. (1991). The variation of economic risk premiums. Journal of Political Economy, 99(2), 385-415

Ferson, W. E., & Schadt, R. W. (1996). Measuring fund strategy and performance in changing economic conditions. Journal of Finance, 51(2), 425-461.

Firdaus, R. G. (2020). Pengaruh Risiko, Return, dan Perekonomian Indonesia Terhadap Keputusan Berinvestasi Saat Covid-19. Jurnal Pasar Modal Dan Bisnis, 2(2), 115-128. doi:https://doi.org/10.37194/jpmb.v2i2.43

Fletcher, J. (2000). On the Conditional Relationship Between Beta and Return in International Stock Returns. International Review of Financial Analysis, 9, 235-245. doi:https://doi.org/10.1016/S1057-5219(00)00030-2

Frensidy, B. (2016). The Performance Of Undiversified Portfolio In Indonesia Stock Exchange. Journal of Applied Business Research, 32(4), 1041-1048. doi:https://doi.org/10.19030/jabr.v32i4.9720

Frensidy, B., Utama, S., & Prijadi, R. (2017). An analysis of diversification practice of domestic individual investors in the Indonesia Stock Exchange. International Journal of Applied Business and Economic Research, 15(19), 137-148.

Gupta, H. (2020). Stability of Beta in Various Sectors in Different Phases of Stock Market. Journal of Commerce and Accounting Research, 9(3).

Hartono, J. (2015). Teori portofolio dan analisis investasi (10th ed.). Yogyakarta, Indonesia: BPFE.

Hartono, J., & Surianto. (1999). Bias di Beta Sekuritas dan Koreksinya Untuk Pasar Modal Yang Sedang Berkembang : Bukti Empiris di Bursa Efek Jakarta. Paper presented at the Seminar Nasional dan Simposium Hasil-Hasil Penelitian Forum Komunikasi Penelitian Manajemen dan Bisnis V, Semarang.

Hartono, P. G., & Robiyanto, R. (2023). Factors affecting the inconsistency of dividend policy using dynamic panel data model. SN Business & Economics, 3, 53. doi:https://doi.org/10.1007/s43546-023-00431-6

Hollstein, F. (2020). Estimating Beta: The International Evidence. Journal of Banking and Finance, 121(2), 34-52. doi:https://doi.org/10.1016/j.jbankfin.2020.105968

Iskandar, D., Martalena, M., & Julianto, N. D. (2020). Perbandingan Kinerja Portofolio yang Dibentuk dengan Single Index Model pada Saham-Saham yang Terdaftar dalam Indeks LQ45 dan Kompas 100 Tahun 2018. Jurnal Akuntansi, 12(3), 73-78. doi:https://doi.org/10.28932/jam.v12i1.2041

Mardhiyah, A. (2017). Peranan Analisis Return dan Risiko Dalam Investasi. Jurnal Ekonomi dan Bisnis Indonesia, 2(1), 1-17. doi:https://doi.org/10.32505/v4i1.1235

Mulyati, Y. (2017). The Influence of Voluntary Disclosure, Stock Beta, and Firms Size on Cost of Equity Capital. Jurnal Keuangan dan Perbankan, 21(3).

Nugroho, A. D., & Robiyanto, R. (2021). Determinant of Indonesian Stock Market’s Volatility During the Covid-19 Pandemic. Jurnal Keuangan dan Perbankan, 25(1), 1-20.

Pamilangan, A., & Robiyanto, R. (2019). Perumusan portofolio dinamis cryptocurrency dengan saham-saham LQ45. Jurnal Ilmu Sosial dan Humaniora, 8(2), 283-292. doi:http://dx.doi.org/10.23887/jish-undiksha.v8i2.23065

Pangestuti, I. R. D., Wahyudi, S., & Robiyanto, R. (2017). Performance Evaluation of Equity Mutual Funds in Indonesia Period of 2012-2014. Jurnal Keuangan dan Perbankan, 21(4), 527-542. doi:https://doi.org/10.26905/jkdp.v21i4.1503

Prasetyo, Y. (2018). Perbandingan Risiko Dan Return Investasi Pada Indeks Lq 45 Dengan Indeks Jakarta Islamic Index (JII). El-Jizya : Jurnal Ekonomi Islam, 6(2), 287–310. doi:https://doi.org/10.24090/ej.v6i2.2043

Robiyanto, R. (2017). Performance evaluation and risk aversion rate for several stock indices in Indonesia Stock Exchange. Jurnal Manajemen dan Kewirausahaan, 19(1), 60-64. doi:https://doi.org/10.9744/jmk.19.1.60-64

Robiyanto, R. (2018). Performance Evaluation of Stock Price Indexes in the Indonesia Stock Exchange. International Research Journal of Business Studies, 10(3), 173-182. doi:https://doi.org/10.21632/irjbs.10.3.173-182

Robiyanto, R., Frensidy, B., Setyawan, I. R., & Huruta, A. D. (2021). A Different View on ASEAN Capital Market Integration. Economies, 9(4). doi:https://doi.org/10.3390/economies9040141

Robiyanto, R., Nugroho, B. A., Huruta, A. D., Frensidy, B., & Suyanto, S. (2021). Identifying the Role of Gold on Sustainable Investment in Indonesia: The DCC-GARCH Approach. Economies, 9(3). doi:https://doi.org/10.3390/economies9030119

Robiyanto, R., & Pangestuti, I. R. D. (2020). Bull beta VS bear beta in the Indonesia Stock Exchange. ABAC Journal, 40(2), 41-52.

Robiyanto, R., Wahyudi, S., & Pangestuti, I. R. D. (2017). The volatility–variability hypotheses testing and hedging effectiveness of precious metals for the Indonesian and Malaysian capital markets. Gadjah Mada International Journal of Business, 19(2), 167-192. doi:https://doi.org/10.22146/gamaijb.26260

Robiyanto, R., & Yunitaria, F. (2022). Dividend announcement effect analysis before and during the COVID-19 pandemic in the Indonesia Stock Exchange. SN Business & Economics, 2(1), 1-20. doi:https://doi.org/10.1007/s43546-021-00198-8

Rovantiane, Y. L., & Robiyanto, R. (2021). Kajian Conditional Beta di Bursa Efek Indonesia. INOBIS: Jurnal Inovasi Bisnis dan Manajemen Indonesia, 4(3), 316-325. doi:https://doi.org/10.31842/jurnalinobis.v4i3.186

Silvasti, V., Grobys, K., & Äijö, J. (2020). Is Smart Beta Investing Profitable? Evidence from the Nordic Stock Market. Applied Economics, 53(16), 1826–1839. doi:https://doi.org/10.1080/00036846.2020.1853669

Solekha, Y. A., & Winarto, W. W. A. (2020). Analisis Volatilitas Return Saham Terhadap Risiko Sistematis di Masa Pandemik Covid-19 pada Saham LQ 45. Jurnal Akuntansi Dan Audit Syariah, 1(1), 77-87. doi:https://doi.org/10.28918/jaais.v1i1.3485

Sumiari, K. N., & Putri, W. T. I. (2020). Reaksi Pasar Terhadap Pengumuman Covid-19 di Indonesia. Jurnal Bisnis dan Kewirausahaan, 16(3), 232-236. doi:https://dx.doi.org/10.31940/jbk.v16i3.2081

Tendean, Y. P. J., Saerang, I. S., & Tulung, J. E. (2019). Analisis Perbandingan Risiko Saham Jakarta Islamic Index Dan Indeks LQ-45 Di Bursa Efek Indonesia. 7(3), 3239–3248. doi:https://doi.org/10.35794/emba.v7i3.24206

Vukovic, D., Maiti, M., & Grigorieva, E. (2021). COVID-19 Pandemic: Is the Crypto Market a Safe Haven? The Impact of the First Wave. Sustainability, 13(15). doi:https://doi.org/10.3390/su13158578

Widodo, W., & Robiyanto, R. (2018). Equity Mutual Fund Performance: The Case of Indonesia. UTCC International Journal of Business and Economics (UTCC IJBE), 10(3), 19-36.

Wijaya, C. F., & Djajadikerta, H. (2017). Pengaruh Risiko Sistematis, Leverage, Dan Likuiditas Terhadap Return Saham LQ 45 Yang Terdaftar Pada Bursa Efek. Ultima Management : Jurnal Ilmu Manajemen, 9(2), 62-76. doi:https://doi.org/10.31937/manajemen.v9i2.721

Wu, M., & Wang, Y. (2018). Risk Analysis of World Major Stock Index Before and After the 2008 Financial Crisis – Based on GARCH-VaR Approach. International Journal of Financial Research, 9(2), 39-54. doi:https://doi.org/10.5430/ijfr.v9n2p39

Yuliana, A. F., & Robiyanto, R. (2022). Revisit the Dynamic Portfolio Formation Between Gold and Stocks in Indonesia in The Period Before and During the COVID-19 Pandemic. Journal of Accounting and Strategic Finance, 5(1), 1-21. doi:https://doi.org/10.33005/jasf.v5i1.161

Zubairi, H. J., & Farooq, S. (2011). Testing The Validity of CAPM and APT in The Oil, Gas and Fertilized Companies Listed on The Karachi Stock Exchange. Pakistan Business Review(October 2011), 439-458.




DOI: https://doi.org/10.26905/jkdp.v27i1.8281

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