Internal and External Determinants of Bank Syariah Indonesia Capital Gain during the Pandemic

Authors

DOI:

https://doi.org/10.31098/jgrcs.v3i2.1875

Keywords:

BRIS, ARIMA, ARCH, GARCH, Return

Abstract

This paper seeks to confirm and explain the relationship between internal factors of stock-lagged return and trading volume and external factors of composite price on returns of Bank Syariah Indonesia or BRIS. We collect the daily financial data of BRIS stock, Indonesia composite index, gold price, exchange rate, and Bank of Indonesia's deposit rate from the Refinitiv database. We obtained 1,230 time-series data to be analyzed further by implementing time-series analyses. Our research shows that the autoregressive integrated moving average (1,1,0) is the best model for univariate and multivariate analysis. Our study finds that lagged return has a negative effect on the bank’s daily return while trading volume has a positive impact on daily return. Our research reveals that composite price has the same effect as trading volume on daily return. Investors, especially short-term traders, may use our findings to formulate a different strategy for dealing with the volatility of Bank Syariah Indonesia stock. Our research contributes to the investment field by developing a new measurement for predicting the bank’s return when conducting short-term trading.

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References

Adam, K., Marcet, A., & Beutel, J. (2017). Stock Price Booms and Expected Capital Gains. American Economic Review, 107(8), 2352–2408. https://doi.org/10.1257/aer.20140205

Ady, S. U., & Mulyaningtyas, A. (2017). EKSPLORASI TINGKAT EFISIENSI PASAR MODAL INDONESIA STUDI KASUS DI BURSA EFEK INDONESIA. Ekspektra: Jurnal Bisnis Dan Manajemen, 1(2), 103–123.

Al Mamun, M., Syeed, Md. A., & Yasmeen, F. (2015). Are investors rational, irrational or normal? Journal of Economic & Financial Studies, 3(04), 01. https://doi.org/10.18533/jefs.v3i04.161

Alfi, A. N. (2020). Merger Bank Syariah BUMN, Saham BRIS ARA Melonjak 25 Persen. Www.Bisnis.Com. https://finansial.bisnis.com/read/20201013/90/1304339/merger-bank-syariah-bumn-saham-bris-ara-melonjak-25-persen

Ciravegna, L., & Michailova, S. (2022). Why the world economy needs, but will not get, more globalization in the post-COVID-19 decade. Journal of International Business Studies, 53(1), 172–186. https://doi.org/10.1057/s41267-021-00467-6

Dai, Z., & Zhu, H. (2020). Stock return predictability from a mixed model perspective. Pacific-Basin Finance Journal, 60, 101267. https://doi.org/10.1016/j.pacfin.2020.101267

Daniel, K., Hirshleifer, D., & Teoh, S. H. (2002). Investor psychology in capital markets: evidence and policy implications. Journal of Monetary Economics, 49(1), 139–209. https://doi.org/10.1016/S0304-3932(01)00091-5

Demirkan, S., & Demirkan, I. (2014). Implications of strategic alliances for earnings quality and capital market investors. Journal of Business Research, 67(9), 1806–1816. https://doi.org/10.1016/j.jbusres.2013.12.009

Fama, E. F. (1970). Efficient capital markets: A review of theory and empirical work. The Journal of Finance, 25(2), 383–417.

Fama, E. F., & French, K. R. (2015). A five-factor asset pricing model. Journal of Financial Economics, 116(1), 1–22. https://doi.org/10.1016/j.jfineco.2014.10.010

Gbadebo, A., Akande, J. O., & Adekunie, O. A. (2023). Detecting Earnings Management in The Reporting of Nigerian Banks: The Distribution of Ratios Approach. Journal of Governance Risk Management Compliance and Sustainability, 3(1), 11–30. https://doi.org/10.31098/jgrcs.v3i1.1196

Gbadebo, A. D., Adekunle, A. O., & Akande, J. O. (2023). The Estimation and Power of Alternative Discretionary Accruals Models. Journal of Governance Risk Management Compliance and Sustainability, 3(1), 74–90. https://doi.org/10.31098/jgrcs.v3i1.1197

Greene, W. H. (2012). Econometric Analysis. In Prentice Hall (7th ed.). Pearson Education.

Gumanti, T. A., & Utami, E. S. (2004). Bentuk Pasar Efisiensi dan Pengujiannya. Jurnal Akuntansi Dan Keuangan, 4(1), 54.

Hutauruk, D. M. (2020). Laba bersih BRI Syariah melonjak 229,6% di semester I, ini penyebabnya. Kontan.Co.Id. https://keuangan.kontan.co.id/news/laba-bersih-bri-syariah-melonjak-2296-di-semester-i-ini-penyebabnya

Indupurnahayu, I., Nurhayati, I., Endri, E., Marlina, A., Yudhawati, D., & Muniroh, L. (2022). Islamic Bank Merger and Economic Crisis: Event Study Analysi. Quality - Access to Success, 23(187). https://doi.org/10.47750/QAS/23.187.08

Iqbal, M., & Ningsih, N. W. (2021). Prediksi Harga Saham Harian PT BTPN Syariah Tbk Menggunakan Model Arima dan Model Garch. Jurnal Ilmiah Ekonomi Islam, 7(03), 1573–1580. https://doi.org/10.29040/jiei.v7i3.2795

Iyer, S. B., Kumar, R., & Bhaskar, R. K. (2002). Investor’s psychology: A study of investor behaviour in the Indian capital market. Finance India, 16(4), 1357–1375.

Junaedi, D., & Salistia, F. (2020). Dampak Pandemi Covid-19 terhadap Pasar Modal di Indonesia. Al-Kharaj: Jurnal Ekonomi, Keuangan & Bisnis Syariah, 2(2), 109–131.

Khairunnisa, K., & Sunendiari, S. (2020). Perbandingan Model Exponential GARCH dan Glosten Jaganathan Runkle GARCH dalam Meramalkan Nilai Tukar Rupiah terhadap Dolar Amerika Serikat. Prosiding Statistika, 96–105. https://doi.org/10.29313/.v6i2.22984

Lewellen, J. (2002). Momentum and Autocorrelation in Stock Returns. Review of Financial Studies, 15(2), 533–564. https://doi.org/10.1093/rfs/15.2.533

Ma, Y., Yang, B., & Su, Y. (2021). Stock return predictability: Evidence from moving averages of trading volume. Pacific-Basin Finance Journal, 65, 101494. https://doi.org/10.1016/j.pacfin.2021.101494

Malini, H. (2019). Efficient Market Hypothesis and Market Anomalies of LQ 45 Index in Indonesia Stock Exchange. Sriwijaya International Journal of Dynamic Economics and Business, 3(2), 107. https://doi.org/10.29259/sijdeb.v3i2.107-121

Murwaningsari, E. (2008). Pengaruh Volume Perdagangan Saham, Deposito Dan Kurs Terhadap Ihsg Beserta Prediksi Ihsg (Model Garch Dan Arima). Jurnal Ekonomi & Bisnis Indonesia (Fakultas Ekonomi Dan Bisnis Universitas Gadjah Mada), 23(2), 178–195.

Nachrowi, N. D., & Usman, H. (2007). Prediksi IHSG Dengan Model GARCH dan ARIMA. Jurnal Ekonomi Dan Pembangunan Indonesia, 7(2), 199–217. https://doi.org/10.21002/jepi.v7i2.167

Natapura, C. (2011). Analisis Perilaku Investor Institusional dengan Pendekatan Analytical Hierarchy Process (AHP). Bisnis & Birokrasi Journal, 16(3).

Nazlioglu, S., Pazarci, S., Kar, A., & Varol, O. (2023). Efficient market hypothesis in emerging stock markets: gradual shifts and common factors in panel data. Applied Economics Letters, 1–7. https://doi.org/10.1080/13504851.2023.2206613

Rosillo, R., de la Fuente, D., & Brugos, J. A. L. (2013). Technical analysis and the Spanish stock exchange: testing the RSI, MACD, momentum and stochastic rules using Spanish market companies. Applied Economics, 45(12), 1541–1550. https://doi.org/10.1080/00036846.2011.631894

Ruhadi. (2009). Model Pembentukan Harga Saham dalam Perspektif Perilaku Investor. Jurnal Ekonomi, Keuangan, Perbankan Dan Akuntansi.

Singhal, S., Choudhary, S., & Biswal, P. C. (2019). Return and volatility linkages among International crude oil price, gold price, exchange rate and stock markets: Evidence from Mexico. Resources Policy, 60, 255–261. https://doi.org/10.1016/j.resourpol.2019.01.004

Sucahyo, M. W. P. A. (2014). Pergerakan Harga Saham Di Indonesia Disebabkan Oleh Kedatangan Informasi Dan Noise. Media Ekonomi Dan Manajemen, 29(1).

Supitriyani, S., Silaen, M. F., & Silalahi, M. (2022). Determining Factors for Sharia Stock Investment Decisions that Have An Impact on Value Recovery Companies During A Pandemic. Journal of Governance Risk Management Compliance and Sustainability, 2(2), 56–66. https://doi.org/10.31098/jgrcs.v2i2.1161

Tsay, R. S. (2005). Analysis of Financial Time Series (Second, Vol. 2). Wiley Publication.

Untari, M. D. A. (2017). Pengaruh Perilaku Follower Investor pada Volatilitas Saham. Jurnal Ilmiah Akuntansi Dan Bisnis, 12(2), 44–53.

Walfajri, M. (2020). BRI Syariah Catat Kenaikan Transaksi 36% Saat Pandemi Covid-19. Kontan.Co.Id. https://keuangan.kontan.co.id/news/bri-syariah-catat-kenaikan-transaksi-36-saat-pandemi-covid-19

Widiastuti, N. K. (2020). Adaptasi Kebiasaan Baru Di Masa Pandemi Covid-19. Dinas Kesehatan Pemerintah Provinsi Bali. https://www.diskes.baliprov.go.id/adaptasi-kebiasaan-baru-di-masa-pandemi-covid-19/%0A

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Published

October 31, 2023

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How to Cite

Qadri, R. A., & Murwaningsari, E. (2023). Internal and External Determinants of Bank Syariah Indonesia Capital Gain during the Pandemic. Journal of Governance Risk Management Compliance and Sustainability, 3(2), 65–79. https://doi.org/10.31098/jgrcs.v3i2.1875

Issue

Vol. 3 No. 2 (2023): October Volume

Section

Research Articles

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Copyright (c) 2023 Resi Ariyasa Qadri, Etty Murwaningsari

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