Financial News Sentiment and Investor Confidence: Determinants of Stock Price Volatility in IDX30
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Sidiq Nuriksan*
Nikmah
The purpose of this study is to analyze the effect of financial news sentiment and investor confidence on stock price volatility of 30 companies on the Indonesia Stock Exchange that are members of the IDX30 index. This study uses a quantitative approach and signal theory. The population consists of all companies indexed by IDX30 and sampling using a saturated sample approach or total sampling where all companies indexed by IDX30 are sampled. The Natural Language Processing method is used to measure financial news sentiment and Market to Book Value of Equity to measure investor confidence. Stock price volatility is measured using standard deviation of risk or price volatility. The analysis technique uses multiple regression. The results showed that financial news sentiment affects stock price volatility, and investor confidence has no effect on stock price volatility in IDX30 companies. The results of this study indicate that a small portion of stock price fluctuations are influenced by financial news sentiment and investor confidence levels. The majority of stock price movements are determined by other factors not included in this analysis.
Andriana, S., Wana, D., Soraya, & Widodo, A. (2021). Determinan Volatilitas Harga Saham (Studi Pada Perusahaan Yang Terdaftar Pada Lq45). Simposium Nasional Akuntansi Vokasi (SNAV) Ke-9, 76–93.
Anggraini, A., Sudarno, S., & Raihan, M. (2023). Pemodelan Autoregressive Conditional Heteroscedasticity Dalam Analisis Makroekonomi Terhadap Volatilitas Saham Pt Destinasi Tirta Nusantara Tbk. Jurnal Cahaya Mandalika ISSN 2721-4796 (Online), 3(2), 1667–1681.
Arafat A., L., Meta, W., & Meilisa, M. (2024). Comparison of Vector Autoregressive (VAR) and Vector Error Correction Models (VECM) For the Composite Stock Price Index (JCI) in Indonesia. TRANSEKONOMIKA: AKUNTANSI, BISNIS DAN KEUANGAN, 4(6), 1011–1025. https://doi.org/10.55047/transekonomika.v4i6.754
Dewi, N. S., & Suwarno, A. E. (2022). Pengaruh ROA, ROE, EPS dan DER Terhadap Harga Saham Perusahaan (Studi Empiris pada Perusahaan LQ45 yang Terdaftar di Bursa Efek Indonesia Tahun 2016-2020). Seminar Nasional Pariwisata Dan Kewirausahaan (SNPK), 1, 472–482. https://doi.org/10.36441/snpk.vol1.2022.77
Fadhel, R., Adrianto, F., & Alfarisi, M. F. (2022). Analisis Sentimen Investor terhadap kinerja saham syariah di Indonesia selama masa pandemi Covid-19. Owner, 6(4), 3579–3591. https://doi.org/10.33395/owner.v6i4.1183
Fakhri, N. S., Idris, A. Z., Septiyanti, R., & Widiyanti, A. (2024). Dampak Financial Performance dan Makroekonomi Pada Fenomena Fluktuasi Harga Saham Sektor Perbankan Berbasis Digital Di Indonesia Periode 2020-2023. 5(2), 689–706.
Fazlija, B., & Harder, P. (2022). Using Financial News Sentiment for Stock Price Direction Prediction. Mathematics, 10(13). https://doi.org/10.3390/math10132156
Fitriani, W., & Desmiza, D. (2024). Pengaruh Exchange Rate, Inflasi, Leverage, dan Firm Size Terhadap Volatilitas Harga Saham (Studi Kasus pada Perusahaan IDX30 di Bursa Efek Indonesia Periode 2018-2022). J-MAS (Jurnal Manajemen Dan Sains), 9(1), 427. https://doi.org/10.33087/jmas.v9i1.1662
Glosten, L. R., & Milgrom, P. R. (1985). Bid, ask and transaction prices in a specialist market with heterogeneously informed traders. Journal of Financial Economics, 14(1), 71–100. https://doi.org/10.1016/0304-405X(85)90044-3
Henry Siswana, F., & Ratmono, D. (2024). Pengaruh Environmental, Social, and Governance Terhadap Volatilitas Harga Saham Dalam Periode Pandemi Covid-19 Dengan Effective Tax Rate Sebagai Variabel Moderasi. Diponegoro Journal of Accounting, 13(1), 1–15.
Hidayat, M., Saggaf, A., Siregar, M. I., & Erman, E. (2023). Pengaruh Pengungkapan Media Terhadap Nilai Perusahaan Saat Pandemi Covid-19 Pada Perusahaan Retail dan Grosir yang Terdaftar di Bursa Efek Indonesia. Owner, 7(3), 2625–2632. https://doi.org/10.33395/owner.v7i3.1461
Hsu, Y. J., Lu, Y. C., & Yang, J. J. (2021). News sentiment and stock market volatility. Review of Quantitative Finance and Accounting, 57(3), 1093–1122. https://doi.org/10.1007/s11156-021-00971-8
Istiqomah, A. (2023). A Literature Review: Keputusan Investasi dan Faktor Yang Mempengaruhi. Jurnal Ilmiah Ilmu Pendidikan, Ilmu Ekonomi, Dan Ilmu Sosial, 17(1), 173–178. https://doi.org/10.19184/jpe.v17i1.39359
Jati, C. K., & Indriastuti, D. R. (2024). Analisis Dampak Volatilitas Pasar, Faktor Fundamental, dan Sentimen Investor terhadap Keputusan Investasi Saham pada Mahasiswa Program Studi Manajemen Fakultas Ekonomi Universitas Slamet Riyadi Surakarta Tahun 2024. Lokawati : Jurnal Penelitian Manajemen Dan Inovasi Riset, 2(5), 74–82. https://doi.org/10.61132/lokawati.v2i5.1173
Khairunisa, N., & Nazir, N. (2022). Pengaruh Leverage, Kebijakan Dividen Dan Ukuran Perusahaan Terhadap Volatilitas Harga Saham. Jurnal Ekonomi Trisakti, 2(2), 833–844. https://doi.org/10.25105/jet.v2i2.14419
Lane, H., Howard, C., & Max Hapke, H. (2018). MEAP Edition Manning Early Access Program Natural Language Processing in Action Understanding, analyzing, and generating text with Python. 512.
Li, Y., Jiang, S., Li, X., & Wang, S. (2021). The role of news sentiment in oil futures returns and volatility forecasting: Data-decomposition based deep learning approach. Energy Economics, 95, 105140. https://doi.org/10.1016/j.eneco.2021.105140
Livieri, G., Trichilli, Y., Gatfaoui, H., & Provetti aprovetti, A. (2022). Technology and Code. Frontiers.
Mengwei, L. (2024). The Impact of Trading Volume on Stock Price Volatility. Highlights in Business, Economics and Management, 32, 117–121. https://doi.org/10.54097/wasnyj47
Munasatya, N., & Novianto, S. (2020). Natural Language Processing untuk Sentimen Analisis Presiden Jokowi Menggunakan Multi Layer Perceptron. Techno.Com, 19(3), 237–244. https://doi.org/10.33633/tc.v19i3.3630
Nopianti, T., & Suhayati, E. (2022). Perspektif Nilai Perusahaan Ditinjau Dari Aspek Set Kesempatan Investasi (Mbve) Dan Pengeluaran Modal (Capex). Journal of Economics, Management, Business and Accounting, 2(1), 66–73. https://doi.org/10.34010/jemba.v2i1.7239
Putriyandari, R., Yuliyana, W., & Rahayu, Y. S. (2019). Laporan keuangan UMKM dalam menunjang analisis pemberian kredit perusahaan UMKM. Jurnal Abdimas BSI: Jurnal Pengabdian Kepada Masyarakat, 2(1), 190–209.
Qatrunnada, Z. S. (2024). Faktor Yang Mempengaruhi Volatilitas Return Saham di Indonesia: Perusahaan LQ45. Owner, 8(3), 2441–2451. https://doi.org/10.33395/owner.v8i3.2121
Sari, A. P. (2024). Pengaruh Pengungkapan Informasi Keuangan terhadap Keputusan Investasi (Studi Empiris pada Perusahaan yang Terdaftar di Indeks Kompas Periode 2023). Jurnal Ilmiah Universitas Batanghari Jambi, 24(2), 1864. https://doi.org/10.33087/jiubj.v24i2.5366
Sintia, I., Pasarella, M. D., & Nohe, D. A. (2022). Perbandingan Tingkat Konsistensi Uji Distribusi Normalitas Pada Kasus Tingkat Pengangguran di Jawa. Prosiding Seminar Nasional Matematika, Statistika, Dan Aplikasinya, 2(2), 322–333.
Spence, M. (1978). Job market signaling. In Uncertainty in economics (pp. 281–306). Elsevier.
Utami, H. A., Herwiyanti, E., & Suparlinah, I. (2024). Pengaruh Sentimen Pasar terhadap Pergerakan Harga Saham Pada Perusahaan Industri Manufaktur Pada BEI. Jurnal Ekonomi, Bisnis Dan Akuntansi, 26(1), 25–34.
Wardifa, I. K. S., & Yanthi, M. D. (2022). Kontribusi Intellectual Capital Terhadap Kinerja Keuangan, Nilai Perusahaan dan Harga Saham. Jurnal Akuntansi Unesa, 11(1), 11–24.
Wati, N., & Puspitaningtyas, A. (2023). Pengaruh Volume Perdagangan Saham, Tingkat Inflasi dan Nilai Tukar Terhadap Volatilitas Harga Saham Sub Sektor Batu Bara yang terdaftar di Bursa Efek Indonesia. Jurnal Manajemen Bisnis Krisnadwipayana, 11(2), 881–890. https://doi.org/10.35137/jmbk.v11i2.80
Zhang, H., Chen, Y., Rong, W., Wang, J., & Tan, J. (2022). Effect of social media rumors on stock market volatility: A case of data mining in China. Frontiers in Physics, 10(August), 1–17. https://doi.org/10.3389/fphy.2022.987799
