The Effect of Financial Ratios and Company Size on Stock Price (Empirical Study on Jakarta Islamic Index 70)
DOI:
https://doi.org/10.35870/ijmsit.v5i1.3637Keywords:
Earning Per Share (EPS), Return on Equity (ROE), Net Profit Margin (NPM), Price to Earnings Ratio (PER), Debt to Equity Ratio (DER)Abstract
This study aims to find empirical evidence regarding the effect of several financial ratios, the population in this study are companies listed in the Jakarta Islamic Index 70 (JII70) index during the 2021-2023 period. The method used is quantitative with data analysis using multiple linear regression. The research sample was obtained from the IDX database and selected using the purposive sampling method with a total eligible sample of 43 companies for three years, resulting in 129 data. The results showed that Earning Per Share (X1), Return on Eqity (X2) and Price to Earnings Ratio (X4) had a positive and significant effect on stock price, Firm Size (X6) had a negative effect on stock price, but the variables Net Profit Margin (X3), Debt to Equity Ratio (X5) had no effect on Stock Price (Y).
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Akbar, T. (2023). The The Role of Firm Size in Moderating the Relationship Between Profitability and Share Prices of Food and Beverage Companies. Ilomata International Journal of Tax and Accounting, 4(1), 1-13. https://doi.org/10.52728/ijtc.v4i1.594
Andriyani, N., & Sari, W. (2020). Pengaruh Ukuran Perusahaan (Firm Size) dan Profitabilitas terhadap Harga Saham pada Perusahaan Manufaktur yang Terdaftar di Bursa Efek Indonesia (BEI). Jurnal Akuntansi Bisnis & Publik, 11(1), 1–8.
Angelina, L., & Salim, S. (2021). Pengaruh Economic Value Added, Firm Size, Dividend Payout Ratio, Dan Price Book Value Terhadap Harga Saham Perusahaan Manufaktur Tahun 2018-2020. Jurnal Multiparadigma Akuntansi, III (1), 129–136.
Ariawan, Susianto, T. E., & Mayndarto, E. C. (2023). Effect Of Return on Assets (Roa), Earnings Per Share (Eps), And Price Earning Ratio (Per) On Share Prices of Companies in The Property and Real Estate Sector Listed on The Idx 2021-2022. Jurnal Ekonomi, 12(02), 709–716.
Arifah, N., & Suyatmin, A. (2021). Pengaruh Earning Per Share (Eps), Return on Equity (Roe), Return on Asset (Roa), Dan Net Profit Margin (Npm) Terhadap Harga Saham (Studi Empiris Pada Perusahaan Property Dan Real Estate Yang Terdaftar di Bursa Efek Indonesia Tahun 2016-2019). The 13th University Research Colloqium 2021, 406–415.
Budi, A. S., Rahmi, P. P., & Karamang, E. (2024). The Influence of Current Ratio (CR), Debt to Equity Ratio (DER), and Return on Assets (ROA) on Share Prices at PT Indofarma Tbk. International Journal of Business, Management and Economics, 5(1), 99 - 113. https://doi.org/10.47747/ijbme.v5i1.1676
Budiyono, & Santoso, S. B. (2019). The Effects of Eps, Roe, Per, Npm, and Der on the Share Price in the Jakarta Islamic Index Group in the 2014-2017 Period. Jurnal Manajemen Bisnis, 10(2). https://doi.org/10.18196/mb.10177
Siti Sarah Kurnia Dewi, Saeful Fachri, & Willy Nurhayadi. (2023). Pengaruh Earning Per Share, Price Earning Ratio Dan Price Book Value Terhadap Harga Saham Pada Perusahaan Manufaktur Subsektor Semen. Jurnal Ekonomi Bisnis Dan Akuntansi, 3(3), 209–225. https://doi.org/10.55606/jebaku.v3i3.2884
Dwinda, E. N., & Stella. (2021). Dividend Per Share, Earnings Per Share, Price Earnings Ratio, Book Value dan Firm Size terhadap Harga Saham. E-Jurnal Manajemen TSM, 1(1), 29–36.
Dzakwan, N., Fariantin, E., & Setiawati, E. (2023). Pengaruh Roa, Npm, Eps, Dan Pbv Terhadap Harga Saham Sektor Energi Yang Terdaftar Di Bei. Jurnal Ganec Swara, 17(1), 44–52. https://doi.org/10.35327/gara.v17i1.368
Fiana, R. L., Santosa, R.. E. W., & Khatik, N. (2022). Faktor yang mempengaruhi nilai perusahaan menurut teori signalling. Jurnal Akuntansi Dan Bisnis (JAB), 8(02), 77–91.
Ghozali, I. (2021). Ekonometrika Teori, Konsep dan Aplikasi dengan IBM SPSS 24. Badan Penerbit Universitas Diponogoro.
Hakmi, R., & Bakri, S. (2023). Pengaruh Roe, Eps, Cr Dan Tato Terhadap Harga Saham Perusahaan Sub Sektor Pariwisata, Restoran Dan Hotel Yang Terdaftar Di Bei Periode 2018–2021. JURNAL EKOBIS DEWANTARA, 6(3), 591–605. doi:10.30738/ed_en.v6i3.3751
Hanifah, A.. (2023). The Influence of Debt Equity Ratio (DER), Earning Per Share (EPS), Net Profit Margin (NPM) and Return on Equity (ROE) on Stock Returns (Study of the Cigarette Industry that Goes Public on the Indonesian Stock Exchange for the 2011-2021 Period). Journal of Accounting and Finance Management, 4(4), 285–296. https://doi.org/10.38035/jafm.v4i4.265
Harish, M. R., & Amaroh, S. (2024). Pengaruh Dividen, Pertumbuhan Aset, dan Volume Perdagangan terhadap Volalitas Harga Saham JII70. Reviu Akuntansi, Manajemen, Dan Bisnis, 3(2), 161–176. https://doi.org/10.35912/rambis.v3i2.2188
Hemrit, W. (2020). Determinants driving Takaful and cooperative insurance fi nancial performance in Saudi Arabia. Journal of Accounting & Organizational Chage, 16(1), 123–143. https://doi.org/10.1108/JAOC-03-2019-0039
Hunjra, A. I., Mehmood, R., & Tayachi, T. (2020). How Do Corporate Social Responsibility and Corporate Governance Affect Stock Price Crash Risk? Journal of Risk and Financial Management, 13(2), 30. https://doi.org/10.3390/jrfm13020030
Janaina, N. N., & Yudiantoro, D. (2022). Pengaruh EPS, ROE Dan DER terhadap Harga Saham Properti dan Real Estate yang Terdaftar di JII70. Al-Kharaj: Jurnal Ekonomi, Keuangan & Bisnis Syariah, 5(2), 762–771. https://doi.org/10.47467/alkharaj.v5i2.1314
Karman, A., Rina Jayanti, C. M., & Firdaus, M. A. (2022). KEPUTUSAN INVESTASI SAHAM DENGAN MENGGUNAKAN ANALISIS FUNDAMENTAL MELALUI PENDEKATAN PRICE EARNING RATIO (Perusahaan Terdaftar dalam Jakarta Islamic Index 2017-2018). El-Iqtishod: Jurnal Ekonomi Syariah, 6(1), 65–79. https://doi.org/10.70136/el-iqtishod.v6i1.286
Aureal Meilani Karsono, & Astuning Saharsini. (2024). Determinan Harga Saham Sektor Perbankan Yang Terdaftar Di Bursa Efek Indonesia. Akuntansi, 3(1), 188–212. https://doi.org/10.55606/akuntansi.v3i1.1475
Kyissima, K. H., Xue, G. Z., & Abeid, A. R. (2020). Analysis of capital structure stability of listed firms in China. China Finance Review International, 10(2), 213–228. https://doi.org/10.1108/CFRI-05-2018-0044
Lu, W., Li, J., Wang, J., & Qin, L. (2020). A CNN-BiLSTM-AM method for stock price prediction. Neural Computing and Applications, 0123456789. https://doi.org/10.1007/s00521-020-05532-z
Maharani, Y. A., & Mawardhi, W. (2022). Pengaruh Profitabilitas, Firm Size, dan Growth Terhadap Nilai Perusahaan dengan Struktur Modal Sebagai Variabel Intervening (Studi Kasus Pada Perusahaan Food And Beverage Yang Terdaftar Pada Bursa Efek Indonesia Tahun 2015-2020). Diponegoro Journal of Management, 11(1), 1–12.
Mardiyansyah, I., Mursalin, & Hendri, E. (2023). Pengaruh Return on Asset (ROA), Return On Equity (ROE), Net Profit Margin (NPM) Dan Earning Per Share (EPS) Terhadap Harga Saham Sektor Rokok Yang Terdaftar DI Bursa Efek Indonesia (BEI). INNOVATIVE: Journal Of Social Science Research, 3(4), 7554–7569.
Moseri, N. M., Owualah, S. I., & Ogbebor, P. I. (2024). Earnings Per Share, Dividends Per Share, Dividend Yield and Firm Size on Share Price Behaviour of Manufacturing Firms in Nigeria: Causal Effect. International Journal of Economics, Finance and Management Sciences, 12(2), 54–65. https://doi.org/10.11648/j.ijefm.20241202.12
Nurrohmah, A., & Hernawati, E. (2024). The Impact of Return on Equity (ROE) and Earnings Per Share (EPS) on The Stock Price at PT. Ultajaya Milk Industry and Trading Company, Tbk. International Journal of Management and Business, 3(3), 12–22.
Paramayoga, W. K., & Fariantin, E. (2023). Analisis ROA, NPM, EPS, ROE, dan DER terhadap Harga Saham pada Perusahaan Perbankan di Bursa Efek Indonesia Periode 2017–2021. Kompeten: Jurnal Ilmiah Ekonomi Dan Bisnis, 1(4), 191–205. https://doi.org/10.57141/kompeten.v1i4.26
Pradhana, M. Y. (2024). Pengaruh Firm Size Dan Profitabilitas Terhadap Harga Saham Pada Perusahaan Perbankan Di Bursa Efek Indonesia Periode 2018–2022. Jurnal Ekonpmika Dan Manajemen, 13(1), 49–61. https://dx.doi.org/10.36080/jem.v13i1.2853
Putra, A. H. E. A., Medra, N. P. Y., & Saitri, P. W. (2021). Analisis pengaruh cr, roe, roa, dan per terhadap harga saham perbankan di bei tahun 2017-2019. JURNAL KHARISMA, 3(1), 84–93.
Rahman, A., & Nurulrahmatiah, N. (2023). Pengaruh Debt To Total Asset (Dta), Net Profit Margin (Npm) Dan Earning Per Share (Eps) Terhadap Harga Saham Pada Perusahaan Farmasi Yang Terdaftar Di Bei. JUMANSI: Jurnal IlmiahManajemen Dan Akuntansi Medan, 5(1), 28–41. DOI:10.47709/jumansi.v5i2.2566
Rahmawati, Y., & Hadian, H. N. (2022). The influence of Debt Equity Ratio (DER), Earning Per Share (EPS), and Price Earning Ratio (PER) on stock price. International Journal of Financial, Accounting, and Management, 3(4), 289–300. https://doi.org/10.35912/ijfam.v3i4.225
Raudatullaily, N., & Khasanah, U. (2023). Pengaruh Variabel Makro Ekonomi Terhadap Indeks Harga Saham Gabungan. Jurnal Simki Economic, 6(2), 255-268. https://doi.org/10.29407/jse.v6i2.248
Safitri, H., & Hariyanto, D. (2020). Analisis Intellectual Captal (VAIC) TM, Firm Value dan Firm Size Terhadap Return Saham Dengan Harga Saham Sebagai Variabel Moderasi Dalam Menentukan Keputusan Investasi Pada Jakarta Islamic Index (JII 70). Jurnal Produktivitas: Jurnal Fakultas Ekonomi Universitas Muhammadiyah Pontianak, 7(1). http://dx.doi.org/10.29406/jpr.v7i1.1916
Setiawan, A., Bayu, M., & Sumantri, A. (2020). The Effect of Return on Asset (ROA), Debt to Equity Ratio (DER), and Earning Per Share (EPS) on Stock Prices in the Mining Sector on the Indonesia Stock Exchange for the 2015 - 2019 Period. TECHNIUM, 2(7), 324–335.
Siahaan, B., Pratama, A., & Lubis, Y. M. (2023). The Influence of ROE, ROI, NPM, And EPS on Share Prices of Property and Real Estate Companies 2016-2022. International Journal of Accounting, Management, Economics and Social Sciences (IJAMESC), 1(3), 208–219. https://doi.org/10.61990/ijamesc.v1i3.32
Siska A. Siahaan, & Fenny Krisna Marpaung. (2023). The Influence of Current Ratio on Stock Price in Manufacturing Companies in Multiple Industry Sectors Listed on The Indonesia Stock Exchange For The 2018-2020 Period. International Journal of Economic, Business, Accounting, Agriculture Management and Sharia Administration (IJEBAS), 3(4), 1067–1074. https://doi.org/10.54443/ijebas.v3i4.975
Sisila, Y. (2023). Analisis Pengaruh Firm Size, Price Earning Ratio, Earning Per Share Dan Return on Assets Terhadap Harga Saham Pada Perusahaan Sub Sektor Wholesale Di Bursa Efek Indonesia. Bisma, 8(6), 1611–1623.
Solikhah, N. N., & Setiawati, E. (2023). The Influence of Earning Per Share, Sales Growth, and Firm Size on Stock Price in Food and Beverage Companies Listed on the IDX in 2017 – 2021. International Journal of Latest Research in Humanities and Social Science (IJLRHSS), 06(05), 108–115.
Sun, C., Zhan, Y., & Du, G. (2020). Can value-added tax incentives of new energy industry increase firm’s profitability? Evidence from financial data of China’s listed companies. Energy Economics, 86, 104654. https://doi.org/10.1016/j.eneco.2019.104654
Tati, P., Pertiwi, D., Luh, N., & Wiagustini, P. (2020). Open Access The Impact of Dividend Payout Ratio ( DPR ), Leverage and Firm Size on Stock Price Volatility in Manufacturing Companies Listed on the Indonesia Stock Exchange. American International Journal of Humanities and Social Sciences Research (AJHSSR), 4(3), 399–405.
Trinks, A., Mulder, M., & Scholtens, B. (2020). An Efficiency Perspective on Carbon Emissions and Financial Performance. Ecological Economics, 175(January), 106632. https://doi.org/10.1016/j.ecolecon.2020.106632
Wang, D., & Huang, W. (2021). Centrality-based measures of financial institutions’ systemic importance: A tail dependence network view. Physica A, 562, 125345. https://doi.org/10.1016/j.physa.2020.125345
Yuliana, F., & Maharani, N. K. (2022). Pengaruh Return on Asset, Price to Book Value dan Firm Size terhadap Harga Saham. JIIP - Jurnal Ilmiah Ilmu Pendidikan, 5(10), 4025–4033. https://doi.org/10.54371/jiip.v5i10.930
Zakaria, M. (2021). Analisis Pengaruh Debt to Equity Ratio (DER), Return on Asset (ROA) dan Earning Per Share (EPS) terhadap Harga Saham melalui Kebijakan Dividen sebagai Variabel Intervening (Studi pada Perusahaan Manufaktur Sektor Industri Barang Konsumsi yang Terda. Business Management Analysis Journal (BMAJ), 4(1), 75–96. https://doi.org/10.24176/bmaj.v4i1.5828
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