Financial Investment Risk Comparison Stock, Gold, and Cryptocurrency : Evidence Transition Towards Endemic COVID-19 in Indonesia
DOI:
https://doi.org/10.46851/173Abstract
Financial investment is an investment made by economic actors in financial markets through various financial instruments such as stocks, gold, and cryptocurrencies. During the COVID-19 pandemic, people were more interested in investing in financial instruments because financial investments have the attraction of liquidity. This study aims to know the conditions for stock, gold, and cryptocurrency returns and to model the volatility return of stock, gold, and cryptocurrency during the transition towards endemic COVID-19. This study used a quantitative approach with daily secondary data of the highest price during the transition towards endemic COVID-19, with the period May 1, 2022, to December 31, 2022, because this period can be good news for investment instruments. The contribution of this research to the existing literature is examining the COVID-19 pandemic specifically during the Transition Towards Endemic COVID-19, especially in Indonesia, on the three instruments. Price data was first converted into the return and then analyzed descriptively and inferentially. Data were analyzed by the EViews 10 Program. The descriptive results showed that during the transition towards endemic COVID-19, the three investment instruments had fluctuating returns. Based on ARMA modelling, those with ARCH effects are gold and cryptocurrency, so modelling using GARCH is continued. GARCH modelling during the transition period towards the COVID-19 endemic in gold and cryptocurrency using GARCH(1,1) and ARCH(1). Based on the estimated volatility, the results show that cryptocurrency is the riskiest instrument, followed by gold and stocks. For risk-seeker investor types can invest in cryptocurrency instruments. For the type of risk-averse investors who can invest in stock investment instruments.
References
Ahmad, K. (2004). Dasar-dasar Manajemen Investasi dan Portofolio. Jakarta: Rineka Cipta.
Azwar, M. (2023). IHSG Loyo Banget, Ternyata Ini Penyebabnya.
BAPPEBTI. (2021). Perdagangan Aset Kripto. Jakarta.
BEI. (2010). Buku Panduan Indeks Harga Saham Bursa Efek Indonesia (BEI).
BPS. (2021). Neraca Arus Dana Indonesia Triwulanan. Jakarta.
BPS. (2022). Neraca Arus Dana Indonesia Tahun 2017- 2021. Jakarta.
Brooks, C. (Cambridge). (2008). Introductory Econometrics For Finance (Second edi). New York: Cambridge University Press.
Browne, R. (2022). More than $200 billion erased from entire crypto market in a day as sell-off intensifies. Diperoleh dari 22 Februari 2023, dari https://www.cnbc.com/2022/05/12/bitcoin-btc-price-falls-below-27000-as-crypto-sell-off-intensifies.html
Chang, R. (2022). Crypto markets in turmoil over FTX bankruptcy. Diperoleh dari 22 Februari 2023, dari https://www.reuters.com/technology/crypto-markets-turmoil-over-ftx-bankruptcy-2022-11-11/
Dyhrberg, A. H. (2015). Bitcoin, gold and the dollar - A GARCH volatility analysis. Finance Research Letters, 16, 85–92. https://doi.org/10.1016/j.frl.2015.10.008
Enders, W. (2014). Applied Econometric Time Series (Fourth edi, Vol. 37). United States of America: John Wiley & Sons, Inc.
Fabozzi, F. J. (2009). Institutional Investment Management. Institutional Investment Management. Canada: John Wiley & Sons, Inc. https://doi.org/10.1002/9781118267059
Fabozzi, F. J. (2009). Institutional Investment Management. Canada: John Wiley & Sons, Inc. https://doi.org/10.1002/9781118267059
Fabozzi, F. J., & Peterson, P. P. (2003). Financial Management and Analysis (Second edi, Vol. 5). Canada: John Wiley and Sons Inc.
Fadly, S. R. (2021). Aktivitas Pasar Modal Indonesia Di Era Pandemi. Kementrian Keuangan Republik Indonesia.
Firdausia, F. A., & Nasrudin, N. (2024). Spillover Volatility Effect Return Of Stock, Gold, and Cryptocurrency: Evidence of Peak Pandemic and Transition towards Endemic COVID-19 in Indonesia. Journal of Economics and Financial Analysis, 8(2), 89-113.
Firdausia, F. A., & Nasrudin, N. (2023). Pemodelan EGARCH Return Saham, Emas, dan Cryptocurrency. In Seminar Nasional Official Statistics (Vol. 2023, No. 1, pp. 503-514).
Franses, P. H., Dijk, D. van, & Opschoor, A. (2000). Time Series Models for Business and Economic Forecasting (Vol. 95). United Kingdom: Cambridge University Press. https://doi.org/10.2307/2669428
Ghorbel, A., Loukil, S., & Bahloul, W. (2022). Connectedness between cryptocurrencies, gold and stock markets in the presence of the COVID-19 pandemic. European Journal of Management and Business Economics. https://doi.org/10.1108/EJMBE-10-2021-0281
Gujarati, D. N. (2004). Basic Econometrics (Fourth). United States of America: McGraw-Hill Companies.
Haroon, O., & Rizvi, S. A. R. (2020). COVID-19: Media coverage and financial markets behavior—A sectoral inquiry. Journal of Behavioral and Experimental Finance, 27. https://doi.org/10.1016/j.jbef.2020.100343
Henriques, I., & Sadorsky, P. (2018). Can Bitcoin Replace Gold in an Investment Portfolio? Journal of Risk and Financial Management, 11(3), 48. https://doi.org/10.3390/jrfm11030048
Hogan, N. (2017). Yuk Belajar Saham Untuk Pemula. Jakarta: PT Elex Media Komputindo Kompas Gramedia.
Ibrahim, M. H. (2010). Financial market risk and gold investment in an emerging market: the case of Malaysia. International Journal of Islamic and Middle Eastern Finance and Management, 5(1), 25–34. https://doi.org/10.1108/17538391211216802
IDX. (2021). IDX Stock Index Handbook V1.2. IDX Stock Index Handbook V1.2. Diperoleh dari dari https://www.idx.co.id/media/9816/idx-stock-index-handbook-v12-_-januari-2021.pdf
Ilham, R. N., & Sinurat, M. (2022). Strategi Investasi Aset Digital Cryptocurrency. Yogyakarta: CV. Bintang Surya Madani.
Indriani, P., & Harjahdi. (2013). Analisis Fundamental dan Teknikal Dalam Pengambilan Keputusan Untuk Transaksi Emas di Perdagangan Berjangka. Akuntansi & Keuangan, 27037(1), 55–62.
Maheshwari, R. (2023). Why Is The Crypto Market Down In July 2023? Diperoleh dari dari https://www.forbes.com/advisor/in/investing/cryptocurrency/why-crypto-market-is-down/
Makridakis, S., Wheelwright, S., & Hyndman, R. (1997). Forecasting Methods And Applications. New York: John Wiley & Sons.
Mankiw, N. G. (2019). Macroeconomics. New York: Worth Publishers.
Manurung, A. H. (2012). Teori Investasi: Konsep dan Empiris. Jakarta: STIEP Press.
Markowitz, H. (1952). Portfolio Selection. Journal of Finance, 7(1), 77–91.
Musdalifah, A., Mintartri, S., & Nadir, M. (2015). Manajemen Investasi Fundamental, Teknikal, Perilaku Investor dan Return Saham, (October 2015).
Nuzula, N. F. (2020). Dasar-dasar Manajemen Investasi. Malang: UB Press.
Oei, I. (2009). Kiat Investasi Valas, Emas dan Saham. Jakarta: PT Gramedia Pustaka Utama.
Pamilangan, A., & Robiyanto, R. (2019). Perumusan Portofolio Dinamis Cryptocurrency Dengan Saham-Saham Lq45. Jurnal Ilmu Sosial dan Humaniora, 8(2), 283. https://doi.org/10.23887/jish-undiksha.v8i2.23065
Partz, H. (2022). A brief history of Bitcoin crashes and bear markets: 2009–2022. Diperoleh dari 22 April 2023, dari https://cointelegraph.com/news/a-brief-history-of-bitcoin-crashes-and-bear-markets-2009-2022
Prowanta, E., & Herlianto, D. (2016). Manajemen Investasi dan Portofolio. Yogyakarta: Gosyen Publishing. Diperoleh dari dari https://books.google.com/books?hl=en&lr=&id=O5JCEAAAQBAJ&oi=fnd&pg=PA1&dq=manajemen+strategik+investasi&ots=CDTn8oGNpv&sig=DXxJ0vG3aw1MfGnFkN679PF4UVA
Purnamasari, E. D., Wulandari, T., & Siddik, R. (2023). Analisis Pergerakan Indeks Harga Saham Gabungan (IHSG) Pada Era Vuca, 6(1), 682–694.
Puryandani, S., & Robiyanto, R. (2019). Gold: Hedge, Safe Haven or Diversifier for the Indonesian Capital Market. Jurnal Ilmiah Ekonomi, 14(2), 226–239. https://doi.org/10.34152/fe.14.2.226-239
Putra, T. A. (2022). Aplikasi Model Time Series dalam Investasi Emas , Valuta Asing , Saham , dan Cryptocurrency di Masa Sebelum dan Saat Pandemi COVID-19. Politeknik Statistika STIS.
Rahmi, F. M., & Nasrudin, N. (2023). The Effect of COVID-19 Pandemic on the Risks of Investments in Indonesia: Evidence From the Egarch Model. Buletin Ekonomi Moneter dan Perbankan, 25(4), 673–688. https://doi.org/10.21098/bemp.v25i4.1758
Shah, A., Chauhan, Y., & Chaudhury, B. (2020). Principal component analysis-based construction and evaluation of cryptocurrency index. Expert Systems with Applications, 163. https://doi.org/10.1016/j.eswa.2020.113796
Sunaryo, D. (2019). Buku Ajar Manajemen Investasi dan Portofolio. Qiara Media.
Syaifuddin, D. T. (2008). Manajemen Keuangan. Kendari: UNHALU PRESS.
Tandelilin, E. (2010). Portofolio dan Investasi Teori dan Aplikasi (Pertama). Yogyakarta: Kanisius.
Vose, D. (2008). A quantitative guide third edition.
Wahyuni, A. N. (2014). Analisis Perbandingan Kinerja Investasi Emas dan Investasi Saham Selama Masa Inflasi 1994-2013, 23(2). Diperoleh dari dari https://ejournal.undip.ac.id/index.php/jbs/article/download/14379/10973
Zhang, W., & Hamori, S. (2021). Crude oil market and stock markets during the COVID-19 pandemic: Evidence from the US, Japan, and Germany. International Review of Financial Analysis, 74(October 2020), 101702. https://doi.org/10.1016/j.irfa.2021.101702
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