Rasio-Rasio Keuangan Sebagai Prediktor Return Saham Pada Perusahaan Manufaktur Yang Terdaftar Di Bursa Efek Indonesia
Abstract
Financial ratios have been used long ago to assess a company's financial performance and predict future performance, including stock returns. The study aims to determine the predictive ability of various financial ratios to stock returns. Statistical testing with SPSS was conducted on 97 manufacturing companies on the Stock Exchange during the period 2009-2016 or as many as 748 observational data. Testing is done by performing a simple regression of each ratio and multiple regression using the stepwise method to identify ratios that are able to predict stock returns. Simple regression test results on each ratio show that the greatest predictive ability is owned by Return on Assets followed by Assets Turnover, Return on Equity, Debt to Equity Ratio and Earnings per Share. Multiple regression testing using the stepwise method shows that the combination of the ratio of Return on Assets, Debt to Equity Ratio and Inventory Turnover provides the greatest predictive ability among the ratios tested.
Keywords: Debt To Equity Ratio; Financial Ratios; Return On Assets, Stock Returns; Turnover.
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References
Arkan, T. (2016). The Importance of Financial Ratios in Predicting Stock Price Trends: A Case Study in Emerging Markets. Zeszyty Naukowe Uniwersytetu Szczecińskiego Finanse Rynki Finansowe Ubezpieczenia, 1(1), 13–26.
Ball, R., & Brown, P. (1968). An Empirical Evaluation of Accounting Income Numbers. Journal of Accounting Research, Autumn, 159–178.
Beaver, W. H. (1966). Financial Ratios As Predictors of Failure. Journal of Accounting Research, 4, 71. https://doi.org/10.2307/2490171
Cahyaningrum, N. H. (2012). Analisis Manfaat Rasio Keuangan dalam Memprediksi Pertumbuhan Laba. Skripsi, Fakultas Ekonomi dan Bisnis Universitas Diponegoro.
Cai, B. & Gao, J. (2017). A Simple Nonlinear Predictive Model for Stock Returns. Working Paper 18/17 November. Department of Economics and Business Statistics Monash Busines School
Chen, P. F., & Zhang, G. (2006). How Do Accounting Variables Explain Stock Price Movements? Theory and Evidence. In Research Paper (Vol. 07).
Halim, A. (2019). Analisis Investasi,Edisi Ke-2. Jakarta: Salemba Empat.
Handara, IMPDPP. & Purbawangsa, IBA. (2017). Pengaruh Rasio Keuangan, Kondisi Pasar Modal dan Perubahan Nilai Tukar terhadap Return Saham. E-Jurnal Manajemen Universitas Udayana Vol.6 No.2 hal 663-696.
Humeedat, M. M. (2018). Earnings Management to Avoid Financial Distress and Improve Profitability: Evidence from Jordan. International Business Research, 11(2), 222.
Hutabarat, F., & Simanjuntak, D. (2013). The Relationship Between Financial Ratios and Stock Prices of Telecommunication Companies of Indonesian Stock Exchange Telecommunication Sub Sector Indices. Jurnal Ekonomi, 4(2).
Ikatan Akuntan Indonesia. (2014). PSAK 56 Laba Per Saham.
Ikatan Akuntan Indonesia. (2017). PSAK 1 Penyajian Laporan Keuangan.
Kurniawan, J. (2017). Analisis Kinerja Keuangan Perusahaan Food and Beverage yang Terdaftar di Bursa Efek
Indonesia. Skripsi, Fakultas Ekonomi dan Bisnis Islam IAIN Surakarta.
Kendall, M. G., & Hill, A. B. (1953). The Analysis of Economic Time-Series-Part I: Prices. Journal of the Royal Statistical Society. Series A (General), 116(1), 11. https://doi.org/10.2307/2980947
Miri, S. H., Ebrahimi, S. K., & Hasan, M. S. (2010, January 1). The Study of Relationship between Financial Ratios and Stock Price in Non Metallic Mine Industries. Financial Accounting Vol. 2, pp. 140–157.
Ningtyas, C. P., Suhandak & Nuzula, N.F. (2016). Evaluasi Kinerja dan Perbandingan Analisis Rasio. Jurnal Bisnis dan Manajemen Universitas Udayana Vol.3 No.2 hal. 99-113
Omran, M., & Ragab, A. (2004). Linear Versus Non-linear Relationships Between Financial Ratios and Stock Returns: Empirical Evidence from Egyptian Firms. Review of Accounting and Finance, 3(2), 84–102.
Raningsih, N. K. & Putra, IMPD. (2015). Pengaruh Rasio-rasio Keuangan dan Ukuran Perusahaan pada Return Saham. E-Jurnal Akuntansi Universitas Udayana Vol.13 No.2 hal 582-598
Sakemoto, R. (2017). The Nonlinear Dynamic Relationship between Stock Prices and Exchange Rates in Asian Countries. International Journal of Financial Research. Vol 8, No.2 pp. 48-67
Sloan, R. G. (1996). Do Stock Prices Fully Reflect Information in Accruals and Cash Flows about Future Earnings? The Accounting Review. 71(3), 289–315.
Wright, M., & Robbie, K. (1996). Venture Capitalists, Unquoted Equity Investment Appraisal and the Role of Accounting Information. Accounting and Business Research, 26(2), 153–168.
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