Shariah Banking Stock Prices: Expected Return, Risk Level and Macroeconomics Conditions In Indonesia

Main Article Content

Merna Surjadi
Nasya Lita Natalsya
Tandry Whittleliang Hakki

Abstract

The present study evaluates how Expected Return (ERT), Risk Level (RLV), alongside Macroeconomic Conditions (MCN) impact the Shariah Banking Stock Price (SBS). The scope focuses specifically on Islamic banking institutions actively listed on the Indonesia Stock Exchange (IDX) between October 2021 and August 2024. All shariah-compliant banks featured on the IDX constituted the target population. To select the final subjects, a purposive sampling approach was applied. The core inclusion criteria required these firms to maintain a consistent listing status and provide uninterrupted data throughout the designated timeframe. Consequently, four specific entities met these parameters: BRIS, BTPS, BANK, and PNBS. Given the 35-month timeline, the empirical testing processed a final dataset comprising 140 distinct observations. Analytical procedures relied on SPSS software to conduct descriptive statistics and classical assumption evaluations—specifically assessing normality, multicollinearity, heteroscedasticity, and autocorrelation. Following this, hypothesis verification was carried out via simultaneous (F-statistic) and partial (t-statistic) assessments, complemented by the coefficient of determination (R²). Empirical findings reveal that, collectively, the three independent components (ERT, RLV, and MCN) significantly drive SBS movements, evidenced by an F-value of 64.321 at a 0.000 significance threshold. When evaluated individually, only Macroeconomic Conditions (MCN) demonstrated a distinct, adverse effect on the stock prices (t-value = -8.290, p = 0.000). Conversely, neither Expected Return nor Risk Level showed any statistically meaningful impact on the dependent variable. The generated Adjusted R² stood at 0.741. This metric implies that the formulated predictors account for exactly 74.1% of the fluctuations observed in the shariah stock prices, while unidentified external factors outside this framework are responsible for the remaining 25.9% variance. Moving forward, subsequent investigations could benefit from extending the observational timeframe. Scholars are encouraged to incorporate alternative macroeconomic indicators—such as fluctuating interest rates or inflation metrics—and potentially broaden the sampling frame to encompass conventional banking or entirely different industries to yield more comprehensive insights.

Article Details

How to Cite
Surjadi, M., Natalsya, N. L., & Hakki, T. W. (2026). Shariah Banking Stock Prices: Expected Return, Risk Level and Macroeconomics Conditions In Indonesia. The Es Accounting And Finance, 4(03), 515–532. https://doi.org/10.58812/esaf.v4i03.1153
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References

[1] O. J. Keuangan, “Laporan Triwulan IV - 2024,” Otoritas Jasa Keuangan, Jakarta, 2025. [Online]. Available: https://ojk.go.id/id/data-dan-statistik/laporan-triwulanan/Pages/Laporan-Triwulan-IV---2024.aspx

[2] O. J. Keuangan, “Laporan Tahunan OJK 2024,” Otoritas Jasa Keuangan, Jakarta, 2025. [Online]. Available: https://ojk.go.id/id/data-dan-statistik/laporan-tahunan/Pages/Laporan-Tahunan-OJK-2024.aspx

[3] I. S. Exchange, “Historical Data of Islamic Banking Stocks,” 2024, Indonesia Stock Exchange. [Online]. Available: https://www.idx.id/id/produk/layanan-data-bei/

[4] M. Surjadi, T. W. Hakki, and C. Suryadi, “Keputusan Investasi Perusahaan FCMG Saat Era Endemik Covid-19 Yang Dimoderasi Firm Performance,” Jurnal Ekonomi Manajemen Sistem Informasi (JEMSI), vol. 6, no. 1, 2024.

[5] Y. M. Rusli, T. W. Hakki, and H. Chiputri, “Konsistensi Laba Perusahaan yang Dimoderasi Kebijakan Utang di Era Pandemik Covid-19 pada Perusahaan Consumer Goods,” Jurnal Analisa Akuntansi dan Perpajakan, vol. 8, no. 1, pp. 110–124, 2024.

[6] M. A. Septyadi and T. H. Bwarleling, “Pengaruh Volume Perdagangan Saham, Leverage, dan Kebijakan Dividen Terhadap Volatilitas Harga Saham,” AKURASI: Jurnal Riset Akuntansi dan Keuangan, vol. 2, no. 3, pp. 149–162, 2020.

[7] E. Riswandari and J. Tamara, “Pengaruh Laba Akuntansi, Arus Kas Operasi, dan Net Profit Margin Terhadap Return Saham Perusahaan Manufaktur yang Terdaftar Pada Bursa Efek Indonesia,” Jurnal Akuntansi Bisnis, vol. 3, no. 2, 2017.

[8] A. D. W. Anjani and C. I. Nelson, “Pengaruh Leverage, Firm Size, dan Audit Report Lag terhadap Going Concern Audit Opinion,” Jurnal Akuntansi dan Bisnis Indonesia (JABISI), vol. 6, no. 2, pp. 147–158, 2025.

[9] W. F. Sharpe, “Capital Asset Prices: A Theory of Market Equilibrium under Conditions of Risk,” J. Finance, vol. 19, no. 3, pp. 425–442, 1964, doi: 10.1111/j.1540-6261.1964.tb02865.x.

[10] J. Lintner, “The Valuation of Risk Assets and the Selection of Risky Investments in Stock Portfolios and Capital Budgets,” Rev. Econ. Stat., vol. 47, no. 1, pp. 13–37, 1965, doi: 10.2307/1924119.

[11] J. Mossin, “Equilibrium in a Capital Asset Market,” Econometrica, vol. 34, no. 4, pp. 768–783, 1966, doi: 10.2307/1910098.

[12] S. A. Ross, “The Arbitrage Theory of Capital Asset Pricing,” J. Econ. Theory, vol. 13, no. 3, pp. 341–360, 1976, doi: 10.1016/0022-0531(76)90046-6.

[13] E. F. Fama, “Efficient Capital Markets: A Review of Theory and Empirical Work,” J. Finance, vol. 25, no. 2, pp. 383–417, 1970, doi: 10.1111/j.1540-6261.1970.tb00518.x.

[14] D. Dinahastuti, J. Badruzaman, and E. R. Wursan, “Effect of Capital Asset Pricing Model on Stock Prices,” Asian J. Econ. Bus. Account., vol. 13, no. 3, pp. 1–11, 2019, doi: 10.9734/AJEBA/2019/v13i330172.

[15] F. M. Akram and S. Saryadi, “Pengaruh Capital Asset Pricing Model Terhadap Harga Saham,” J. Ilmu Adm. Bisnis, vol. 6, no. 3, pp. 114–121, 2017, doi: 10.14710/jiab.2017.16647.

[16] C. M. K. Sari and M. N. H. Ryandono, “Pengujian Capital Asset Pricing Model (CAPM) Dalam Menilai Risiko dan Return Saham Jakarta Islamic Index (JII) dengan Two Pass Regression,” J. Ekon. Syariah Teor. dan Terap., vol. 5, no. 9, pp. 775–790, 2018, doi: 10.20473/vol5iss20189pp775-790.

[17] A. P. N. M. Abdillah, “Pengaruh Expected Return, Tingkat Risiko, Rasio Keuangan dan Kondisi Makro Ekonomi terhadap Harga Saham Perbankan Syariah Periode 2021-2024,” UIN Syarif Hidayatullah Jakarta, Jakarta, 2025. [Online]. Available: https://repository.uinjkt.ac.id/dspace/handle/123456789/85621

[18] H. Y. Kresnaputra and A. Kafabih, “Studying Investor Rationality on Stock Price: A Case of Bank Syariah Indonesia,” J. Ekon. dan Keuang. Islam, vol. 11, no. 1, pp. 100–114, 2025, doi: 10.20885/JEKI.vol11.iss1.art7.

[19] R. Nafiah, “Analisis Pengaruh Rasio Keuangan dan Variabel Makro Ekonomi Terhadap Harga Saham: Studi Kasus pada Perusahaan Perbankan yang Masuk dalam Indeks LQ45,” J. Masharif Al-Syariah J. Ekon. dan Perbank. Syariah, vol. 4, no. 2, pp. 125–140, 2019, doi: 10.30651/jms.v4i2.3082.

[20] Sunaryo, “Pengaruh Inflasi, Kurs dan Suku Bunga terhadap Risiko Sistematis sebagai Variabel Mediasi dan Implikasinya terhadap Harga Saham dengan Penerapan Regresi Data Panel Common Effect: Studi Empiris pada Saham-Saham Jakarta Islamic Index di Bursa Efek Indonesia Tahun 2013-2018,” Kinerja J. Ekon. dan Bisnis, vol. 2, no. 2, pp. 209–228, 2019, doi: 10.34005/kinerja.v2i02.802.

[21] R. Fitriansyah and Darwanto, “Analysis of the Impact of Macroeconomic Variables on the Sharia Index of Indonesia,” Islam. J. Ekon. Islam, vol. 12, no. 2, pp. 137–162, 2022, doi: 10.32678/ijei.v12i2.259.

[22] A. B. Wijaya and M. N. Nuryasman, “Pengaruh Variabel Makroekonomi dan Rasio Keuangan Terhadap Harga Saham,” J. Manajerial dan Kewirausahaan, vol. 4, no. 1, pp. 12–21, 2022, doi: 10.24912/jmk.v4i1.17118.

[23] D. W. Astuti, “Pengaruh Makroekonomi, Harga Komoditas dan Pasar Saham Global Terhadap Pergerakan Indeks di Bursa Efek Indonesia (2015-2024),” UIN Syarif Hidayatullah Jakarta, Jakarta, 2025. [Online]. Available: https://repository.uinjkt.ac.id/dspace/

[24] M. Veronica and R. A. Pebriani, “Pengaruh Faktor Fundamental dan Makro Ekonomi Terhadap Harga Saham pada Perusahaan Industri Properti di Bursa Efek Indonesia,” Islam. Bank. J. Pemikir. dan Pengemb. Perbank. Syariah, vol. 6, no. 1, pp. 119–138, 2020, doi: 10.36908/isbank.v6i1.155.

[25] N. Widyantoro, R. Ismal, and H. Tanjung, “Analisis Pengaruh Variabel Ekonomi Makro Terhadap Volatilitas Indeks Saham Syariah Indonesia (ISSI),” Indones. J. Islam. Econ. Bus., vol. 8, no. 1, pp. 174–195, 2023, doi: 10.30631/ijoieb.v8i1.1864.

[26] T. Setiawan and H. S. Sundoro, “How Is the Effect of Inflation to Interest Rate, Exchange Rate and Indonesia Composite Index?,” Research Journal of Finance and Accounting, vol. 10, no. 10, 2019.

[27] T. S. Goh, Henry, and Albert, “Modelling and Forecasting Shariah-Compliant Stocks,” Int. J. Islam. Financ. Sustain. Dev., vol. 17, no. 3, pp. 47–61, 2025, doi: 10.55188/ijifsd.v17i3.1112.

[28] H. Markowitz, “Portfolio Selection,” J. Finance, vol. 7, no. 1, pp. 77–91, 1952, doi: 10.1111/j.1540-6261.1952.tb01525.x.

[29] C. D. Hatch, K. Carlson, and W. G. Droms, “Effects of Market Returns and Market Volatility on Investor Risk Tolerance,” J. Financ. Serv. Mark., vol. 23, no. 2, pp. 77–90, 2018, doi: 10.1057/s41264-018-0049-6.

[30] A. T. B. Sitepu, I. Effendi, and E. D. S. Tarigan, “Analisis Risiko Investasi terhadap Return Saham pada Sub Sektor Makanan dan Minuman di Bursa Efek Indonesia,” J. Ilm. Manaj. dan Bisnis, vol. 1, no. 2, pp. 106–111, 2020, doi: 10.31289/jimbi.v1i2.385.

[31] Khatijah, Mursidah, Naz’aina, and Yunina, “Pengaruh Faktor Fundamental dan Risiko Sistematik Terhadap Harga Saham di Pasar Modal Syariah: Studi pada Perusahaan yang Terdaftar di Jakarta Islamic Index Periode 2019-2021,” J. Akunt. Malikussaleh, vol. 2, no. 1, pp. 84–101, 2023, doi: 10.29103/jam.v2i1.10714.

[32] M. Spence, “Job market signaling,” Q. J. Econ., vol. 87, no. 3, pp. 355–374, 1973, doi: 10.2307/1882010.

[33] Sugiyono, Metode Penelitian Kuantitatif, Kualitatif, dan R&D, 2nd ed. Bandung: Alfabeta, 2020.

[34] I. Ghozali, Aplikasi Analisis Multivariate dengan Program IBM SPSS. Badan Penerbit Universitas Diponegoro, 2018. [Online]. Available: https://digilib.ub.ac.id/opac/detail-opac?id=79550

[35] B. Indonesia, “BI Rate and Exchange Rate Data,” 2024, Bank Indonesia. [Online]. Available: https://www.bi.go.id/id/statistik/indikator/bi-rate.aspx

[36] M. Ekananda, Ekonometrika Dasar: untuk Penelitian Bidang Ekonomi, Sosial dan Bisnis, Disertai Contoh Latihan EViews, Stata dan SPSS. Jakarta: Mitra Wacana Media, 2019.