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KORELASI DINAMIS PERGERAKAN CRYPTOCURRENCY DAN INDEKS HARGA SAHAM SEKTORAL DI BURSA EFEK INDONESIA Naufal Dwinanda Narra Putra; Robiyanto Robiyanto
Management & Accounting Expose Vol 4, No 1 (2021)
Publisher : Universitas Sahid

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36441/accounting.v4i1.275

Abstract

Investor menempatkan dananya di pasar modal dan cryptocurrency. Penelitian ini mengkaji hubungan pergerakan harga cryptocurrency dengan Indeks Harga Saham Sektoral di 9 sektor industri dengan menggunakan pendekatan dinamis seperti DCC-GARCH. Tujuan penelitian untuk mengetahui korelasi dinamis pergerakan harga Bitcoin dengan 9 sektor industri pada Indeks Sektoral di Bursa Efek Indonesia (BEI). Penelitian dilakukan dengan pendekatan kuantitatif, berdasarkan data sekunder yang bersumber dari data harga penutupan harian cryptocurrency (Bitcoin). Hasil penelitian menemukan terdapat korelasi positif antara harga cryptocurrency (Bitcoin) dengan Sektor Pertambangan, Sektor Pertanian, Sektor Industri Kimia Dasar, Sektor Aneka, Sektor Properti Real Estate, Sektor Keuangan, Sektor Infrastruktur, Transportasi dan Utilitas serta Sektor Investasi, Jasa dan Perdagangan.
KORELASI DINAMIS PERGERAKAN CRYPTOCURRENCY DAN INDEKS HARGA SAHAM SEKTORAL DI BURSA EFEK INDONESIA Naufal Dwinanda Narra Putra; Robiyanto Robiyanto
Management & Accounting Expose Vol 4, No 1 (2021)
Publisher : Universitas Sahid

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36441/accounting.v4i1.275

Abstract

Investor menempatkan dananya di pasar modal dan cryptocurrency. Penelitian ini mengkaji hubungan pergerakan harga cryptocurrency dengan Indeks Harga Saham Sektoral di 9 sektor industri dengan menggunakan pendekatan dinamis seperti DCC-GARCH. Tujuan penelitian untuk mengetahui korelasi dinamis pergerakan harga Bitcoin dengan 9 sektor industri pada Indeks Sektoral di Bursa Efek Indonesia (BEI). Penelitian dilakukan dengan pendekatan kuantitatif, berdasarkan data sekunder yang bersumber dari data harga penutupan harian cryptocurrency (Bitcoin). Hasil penelitian menemukan terdapat korelasi positif antara harga cryptocurrency (Bitcoin) dengan Sektor Pertambangan, Sektor Pertanian, Sektor Industri Kimia Dasar, Sektor Aneka, Sektor Properti Real Estate, Sektor Keuangan, Sektor Infrastruktur, Transportasi dan Utilitas serta Sektor Investasi, Jasa dan Perdagangan.
Cross–asset class portfolio between gold and stocks in Indonesia Mesakh Prihanto Surya Putra; Apriani Dorkas Rambu Atahau; Robiyanto Robiyanto
Economic Journal of Emerging Markets Volume 10 Issue 1, 2018
Publisher : Universitas Islam Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20885/ejem.vol10.iss1.art8

Abstract

This study observes the effectiveness of hedging by using the gold commodity futures instrument as a hedge asset towards Indonesian stock which is represented by sectoral indices and Composite Stock Price Index  (CSPI). By using DCC-GARCH which can dynamically accommodate the correlation between gold and the stock, this study found gold could become a safe haven asset towards stock in Indonesia. In addition, this study found that gold can effectively become a hedge asset for the stocks in Indonesia and the hedged portfolio resulted in a higher risk-adjusted performance of the portfolio of investment.
Testing of The Gold’s Role as a Safe Haven and Hedge for Sharia Stocks in Indonesia R. Robiyanto
Al-Iqtishad: Jurnal Ilmu Ekonomi Syariah Vol 10, No 2: July 2018
Publisher : Faculty of Shariah and Law, UIN Syarif Hidayatullah Jakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (238.34 KB) | DOI: 10.15408/aiq.v10i2.6527

Abstract

Gold as a commodity, since ancient time, is always viewed as a safe haven asset. This study tested the function of gold as a safe haven and hedge for sharia stocks in Indonesia. Data used in this study are a monthly closing of Jakarta Islamic Index (JII) on Indonesia Stock Exchange and monthly closing price of gold in the international market during May 2008 until September 2017. Data analysis was done by using OLS and QREG. The result of this study is gold can serve as a hedge for sharia stocks in Indonesia during the research period. The study further found that when extreme shocks occur in the Indonesian stock market, gold can serve as a safe haven asset for sharia stocks in Indonesia. Investor suggested shifting their assets into gold to secure their investment when stock market conditions experience a drastic decline.DOI: 10.15408/aiq.v10i2.6527
Cryptocurrencies as a Hedge and Safe Haven Instruments during Covid-19 Pandemic Nensya Yuhanitha; Robiyanto Robiyanto
Journal of Accounting and Strategic Finance Vol 4 No 1 (2021): JASF (Journal of Accounting and Strategic Finance)
Publisher : UNIVERSITAS PEMBANGUNAN NASIONAL VETERAN JAWA TIMUR

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33005/jasf.v4i1.129

Abstract

This study examines the potential of cryptocurrencies such as bitcoin, ethereum, ripple, tether, and bitcoin cash as hedging instruments and a safe haven for the Indonesian capital market, especially during the Covid-19 pandemic era. Now, Indonesia's capital market condition is in turbulence. The benefit of this research is to help the investors make decisions on which cryptocurrencies can be an instrument hedge and safe haven in this Covid-19 pandemic era for Indonesia Stock Exchange (IDX). The data used in this study are data on the closing price of the Composite Stock Price Index (CSPI), bitcoin (BTC), ethereum (ETH), ripple (XRP), tether (USDT), and bitcoin cash (BCH) from January 3 to June 16, 2020. Data analysis used Generalized Autoregressive Conditional Heteroscedasticity (GARCH) and Quantile Regression (QREG). This study found that bitcoin, ethereum, tether, and bitcoin cash can act as a hedge, but only the ripple cannot act as a hedge. Bitcoin, ethereum, ripple, tether, and bitcoin cash cannot act as a safe haven when the Indonesian capital market was getting extreme, like during the Covid-19 pandemic era. The roles of bitcoin, ethereum, ripple, tether, and bitcoin cash as safe havens will fade when conditions in the Indonesian capital market become more extreme. This research can be used as a reference for investors for their investments by looking top four cryptocurrencies as a hedging instrument. However, in severe conditions such as during the Covid-19 Pandemic, the top five cryptocurrencies cannot be used as a safe haven, as revealed in this study.
Cryptocurrencies as a Hedge and Safe Haven Instruments during Covid-19 Pandemic Nensya Yuhanitha; Robiyanto Robiyanto
Journal of Accounting and Strategic Finance Vol 4 No 1 (2021): JASF (Journal of Accounting and Strategic Finance)
Publisher : UNIVERSITAS PEMBANGUNAN NASIONAL VETERAN JAWA TIMUR

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33005/jasf.v4i1.129

Abstract

This study examines the potential of cryptocurrencies such as bitcoin, ethereum, ripple, tether, and bitcoin cash as hedging instruments and a safe haven for the Indonesian capital market, especially during the Covid-19 pandemic era. Now, Indonesia's capital market condition is in turbulence. The benefit of this research is to help the investors make decisions on which cryptocurrencies can be an instrument hedge and safe haven in this Covid-19 pandemic era for Indonesia Stock Exchange (IDX). The data used in this study are data on the closing price of the Composite Stock Price Index (CSPI), bitcoin (BTC), ethereum (ETH), ripple (XRP), tether (USDT), and bitcoin cash (BCH) from January 3 to June 16, 2020. Data analysis used Generalized Autoregressive Conditional Heteroscedasticity (GARCH) and Quantile Regression (QREG). This study found that bitcoin, ethereum, tether, and bitcoin cash can act as a hedge, but only the ripple cannot act as a hedge. Bitcoin, ethereum, ripple, tether, and bitcoin cash cannot act as a safe haven when the Indonesian capital market was getting extreme, like during the Covid-19 pandemic era. The roles of bitcoin, ethereum, ripple, tether, and bitcoin cash as safe havens will fade when conditions in the Indonesian capital market become more extreme. This research can be used as a reference for investors for their investments by looking top four cryptocurrencies as a hedging instrument. However, in severe conditions such as during the Covid-19 Pandemic, the top five cryptocurrencies cannot be used as a safe haven, as revealed in this study.
The Javanese Lunar Calendar’s Effect on Indonesian Stock Returns Robiyanto, Robiyanto; Siti Puryandani
Gadjah Mada International Journal of Business Vol 17, No 2 (2015): May-August
Publisher : Master in Management, Faculty of Economics and Business, Universitas Gadjah Mada

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (198.618 KB) | DOI: 10.22146/gamaijb.6906

Abstract

It is very possible for an investor to take a decision based on superstitions and common beliefs. Actually, Indonesia has a specific calendar system called the Javanese lunar calendar. The Javanese calendar contains several special days because of their sacred characteristics such as “Kamis Wage” (Thursday Wage) and “Jum’at Kliwon” (Friday Kliwon). The day of Friday Kliwon is often considered to be the most frightening which is similar to Friday the Thirteenth in Western culture. This study tried to scrutinize the impact of those sacred days on Indonesian stock returns. By applying GARCH-M, the finding shows that the Javanese lunar calendar does not have any impact on the Indonesian stock returns, but does affect the investors’ risk aversion level. This study has proven that, in terms of risk aversion, investors’ behavior in Indonesia is influenced by superstition.
The Volatility–Variability Hypotheses Testing and Hedging Effectiveness of Precious Metals for the Indonesian and Malaysian Capital Markets Robiyanto Robiyanto; Sugeng Wahyudi; Irene Rini Demi Pangestuti
Gadjah Mada International Journal of Business Vol 19, No 2 (2017): May-August
Publisher : Master in Management, Faculty of Economics and Business, Universitas Gadjah Mada

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (882.816 KB) | DOI: 10.22146/gamaijb.26260

Abstract

This study evaluates the use of futures contracts for precious metals to hedge against stock market risks and their hedging effectiveness on the Indonesian Stock Exchange (IDX) and the Kuala Lumpur Stock Exchange (KLSE). This study found that gold was the most effective hedging instrument, since it produced the highest hedging effectiveness both on the IDX and the KLSE among the other precious metals. None of the hedged portfolios had a higher Sharpe’s ratio than the unhedged one on the IDX; however, all the hedged portfolios on the KLSE had a higher Sharpe’s ratio than the unhedged ones. Almost all the hedged portfolios could produce a higher Treynor’s ratio than the unhedged portfolios, both on the IDX and the KLSE. In general, this study concluded that studying some precious metals could reduce the investment risk, which was shown through the variance produced by the smaller portfolios, while gold can improve the risk-adjusted performance.
Gold VS Bond: What Is the Safe Haven for the Indonesian and Malaysian Capital Market? Robiyanto Robiyanto
Gadjah Mada International Journal of Business Vol 20, No 3 (2018): September-December
Publisher : Master in Management, Faculty of Economics and Business, Universitas Gadjah Mada

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22146/gamaijb.27775

Abstract

This study scrutinizes the potency of gold and bonds as safe haven assets for the Indonesian and Malaysian capital markets, because some previous studies have been undertaken in established market settings. The research period for this study was from June 2008 to September 2016. The quantile regression technique was used to analyze the data. The results of this study indicated that gold did not have a role as a safe haven for the Indonesian capital market, but did have a role as the safe haven for the Malaysian capital market. This study also found that Indonesian government bonds, Malaysian government bonds, and Malaysian corporate bonds could not act as safe haven assets. In contrast, corporate bonds in Indonesia had the potency to perform the function of a safe haven for stocks on the Indonesian Stock Exchange. 
DETERMINAN STRUKTUR MODAL DAN NILAI PERUSAHAAN MANUFAKTUR DI BURSA EFEK INDONESIA Yunita Yunita; Robiyanto Robiyanto
Matrik : Jurnal Manajemen, Strategi Bisnis, dan Kewirausahaan Volume 15 Nomor 1 Tahun 2021
Publisher : Faculty of Economics and Business Udayana University

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (385.559 KB) | DOI: 10.24843/MATRIK:JMBK.2021.v15.i01.p02

Abstract

This study examines the influence of internal company factors such as profitability, company size, business risk, company growth rate and external factors of the company, namely market risk on the company's capital structure as an intervening variable that affects the value of the company. This research was conducted on manufacturing companies listed on the Indonesia Stock Exchange in the study period of 2013 to 2018 and a sample of 82 companies. This study found that profitability and company size factors have a significant influence on the company's capital structure, but business risk, growth rates, and market risk do not have a significant effect on capital structure. Then capital structure has a significant influence on firm value.
Co-Authors A. Harijono Adi Cahya Stefanus Adi Rahadi Putra Adiputri, Bio Labora Afi Virna Noviani Akhmadi Akhmadi Alfi Syahri Alfi Syahri Andrian Dolfriandra Huruta Anggraeny, Wafa Anggreini Pamilangan Anisha Cahyaningrum Apriani Dorkas Rambu Atahau Ardilla Putri Naina Sari Ashalia Fitri Yuliana Ashalia Fitri Yuliana Ashalia Fitri Yuliana Bagas Ari Nugroho Bonita Restu Dwijayati Budi Frensidy Budi Frensidy, Budi Cahyono, Aji Wikan Christina, Olivia Christopher Anthony Surya Dharma Dea Prastica Alsyahrin Dilla Andharini Dismas Oktavianto Djie Liveren Adjie Tehananda Eka Handriani Enrico Pranata Adiwidjojo Essy Indah Pangesti Etheldreda Gladys Salvatori Eva Nurlita Eva Nurlita Fahmi Ihwanul Arifin Fahmi Ihwanul Arifin Farrel Tegar Giovanni Fatikasari, Imania Gabriela Elvina Dwiastuti Siahaan Hadi, Natanael Kristolife Ardana Handayani, Heny Handriani, Eka Hans Hananto Andreas Happy Catherine Harijono Harijono Harjum Muharam Hartanto, Aldhi Fajar Heny Handayani Hizkisevia Ayu Cahyapuspita Irene Rini Demi Pangestuti Isna Anggita Jenifer Christiani Bowa Kezia Maylani Azalia Kezia Viona Sugiyanto Kristiana Oktavia Kristiana Oktavia Kumar, Joseph John Allwyn Lakaba, Angriana Maria Magdalena Marwanti Mesakh Prihanto Surya Putra Mikha Mandela Kapahang Naufal Dwinanda Narra Putra Nensya Yuhanitha Nila Listiana Nurlita, Eva Nurohman Nurohman P Purwanto Pamilangan, Anggreini Patrisinus Ceasar Gunadi Paulus Hartono Petrus Wijayanto Prayogo Prayogo Rihfenti Ernayani Ryan Bagas Wikantyoso Samuel Martono Silvia Putri Faridayanti Sintikhe Mega Treisya Siska Gita Pratiwi Siska Gita Pratiwi Siti Puryandani Stefan, Yonatan Alvin Stefanus Chandra Wibowo Stefanus, Adi Cahya Stefany Cindy Sugiyanto Sudjinan Sudjinan Sugeng Wahyudi, Sugeng Suryani, Cyndi Susanto, Auberta Danice Triyanto Triyanto Triyanto Ullanchiang Meillenia Tumbal Venina Cindy Kusumawati Vicho Dwindra Arisandhi Wafa Anggraeny Wisnu Mawardi Yahya Rechtiawan Djari Yefta Andi Kus Noegroho Yehezkiel Chris Setiawan Yonatan Alvin Stefan Yonatan Alvin Stefan Yosua Arif Susanto Yunita Yunita Yunita Yunita Yunita Yunita Yuvica Lara Rovantiane Yuvica Lara Rovantiane Adicondro Zuwan Nisfu Nahar