January Effect and Size Effect Market Anomalies on Banking Companies in Indonesia Stock Exchange
Article Sidebar
Main Article Content
Abstract
In the capital market, each stock price must reflect all available and relevant information or commonly known as the efficient market. In an efficient market, market anomalies should not occur to affect abnormal returns. This study aims to test whether the Indonesia Stock Exchange (IDX) exhibits January Effect and Size Effect anomalies, which could indicate inefficiencies in the capital market. The population includes all banking stocks listed on the IDX from 2018 to 2022, with a final sample of 38 banks after excluding incomplete data. The method involves examining both the January Effect with the Wilcoxon Signed Rank Test and the Size Effect with the Paired Samples T-test. The results indicate no significant January Effect during the 2018-2022 period, except in 2021, and no Size Effect anomalies for banking stocks during the same period.
Article Details

This work is licensed under a Creative Commons Attribution 4.0 International License.
References
Aharon, D. Y., & Qadan, M. (2019). The Size Effect Is Alive and Well, and Hiding Behind Calendar Anomalies. The Journal of Portfolio Management, 45(6), 61–74.
Akhmetov, R. R. (2023). The Role of the Information Factor in Modeling the Stability of the Financial Market. Intellect, Innovations, Investments, 2023(11).
Azevedo, V., Kaiser, G. S., & Mueller, S. (2023). Stock Market Anomalies and Machine Learning Across the Globe. Journal of Asset Management, 24, 419–441.
Bhegawati, D. A. S., & Utama, M. S. (2020). The Role of Banking in Indonesia in Increasing Economic Growth and Community Welfare. South East Asia Journal of Contemporary Business, Economics and Law, 22(1), 83–91.
Brown, S. J. (2020). The Efficient Market Hypothesis, the Financial Analysts Journal, and the Professional Status of Investment Management. Financial Analysts Journal, 76(2), 5–14.
Cheema, A. K., Ding, W., & Wang, Q. (2023). The Cross-Section of January Effect. Journal of Asset Management, 24, 513–530.
Chen, C. Y., Ho, H. C., & Liu, W. R. (2023). Profits from Underreactions and Overreactions: Price Momentum and Reversal in International Stock Markets. SSRN Electronic Journal.
Delcey, T., & Sergi, F. (2023). The Efficient Market Hypothesis and Rational Expectations Macroeconomics: How Did They Meet and Live (Happily) Ever After? The European Journal of the History of Economic Thought, 30(1), 86–116.
Fareed, A., & Hasan, S. S. U. (2023). Stock Market Anomalies: A Literature Review. Periodicals of Social Sciences, 3(1), 359–378.
Fitriah, W., Hustia, A., & Ahdan, R. (2021). Financial Literacy and Financial Inclusion on the Financial Planning of the City of Palembang. Review of Management and Entrepreneurship, 5(1), 19–32.
Gandhi, P., & Lustig, H. (2015). Size Anomalies in U.S. Bank Stock Returns. Journal of Finance, 70(2), 733–768.
Garren, S. T., & Davenport, G. H. (2022). Using Kurtosis for Selecting One-Sample T-Test or Wilcoxon Signed-Rank Test. Current Journal of Applied Science and Technology, 41(18), 46-55.
Guvenen, F., Kambourov, G., Kuruscu, B., Ocampo, S., & Chen, D. (2023). Use It or Lose It: Efficiency and Redistributional Effects of Wealth Taxation. The Quarterly Journal of Economics, 138(2), 835–894.
Hanafi, M. M. (2020). Teori Portofolio dan Analisis Investasi: Review Teori dan Bukti Empiris. Gadjah Mada University Press.
Hartoyo, O. T. S., & Purbawangsa, I. A. (2018). Pengujian Anomali Pasar Size Effect dan The Day of Week di Bursa Efek Indonesia. E-Jurnal Ekonomi Dan Bisnis Universitas Udayana, 7(9), 2147–2174.
Hendrawaty, E., & Huzaimah, R. A. F. (2019). Testing of January Effect, the Day of the Week Effect, and Size Effect: A Study of LQ45 Stocks in Indonesia Stock Exchange. Jurnal Dinamika Manajemen, 10(2), 173–184.
Hestiningsih, W., Khanifah, & Hardiningsih, P. (2021). Apakah January Effect Terjadi di Tahun 2019? Jurnal Aktual Akuntansi Keuangan Bisnis Terapan AKUNBISNIS, 4(1), 29–43.
Komalasari, P. T., & Nasih, M. (2020). Information asymmetry in capital market: What, why and how. In Advances in Business, Management and Entrepreneurship (pp. 347-352). CRC Press.
Kucukcolak, R. A., Kucukcolak, N. I., Tekeoglu, A. N. T., & Kucukoglu, S. (2023). The Effects of the COVID-19 Outbreak on the Global Retail Industry: An Event Study Approach. New Global Studies.
Leesi, L., & Umasom, P. (2023). Stock Market Anomalies and Efficient Market Hypothesis: Empirical Analysis of Monday Effect of Selected Securities from Nigeria. Iiard International Journal of Banking and Finance Research.
Mehrotra, S., Mohanty, B., & Sharma, T. (2023). Do Board Quality and Promoters’ Holdings Affect Firm Performance? Evidence from Small and Medium-Sized Enterprises. FIIB Business Review, 12(1), 100–108.
Minović, J. (2016). Asymmetric Information Influence on Efficiency of Capital Market. Economic analysis, 164-179.
Murdock, M., Ngo, T., & Richie, N. (2023). The Effect of State-Level Corruption on Performance and Risk of Financial Institutions. Journal of Financial Crime.
Naz, F., Sayyed, M., Rehman, R.-U.-, Naseem, M. A., Abdullah, S. N., & Ahmad, M. I. (2023). Calendar Anomalies and Market Volatility in Selected Cryptocurrencies. Cogent Business & Management, 10(1), 2171992.
Pradnyaparamita, N. M. W., & Rahyuda, H. (2017). Pengujian Anomali Pasar January Effect Pada Perusahaan LQ45 di Bursa Efek Indonesia. E-Jurnal Manajemen Unud, 6(7), 3513-3539.
Salur, B. V., & Ekinci, C. (2023). Anomalies and Investor Sentiment: International Evidence and the Impact of Size Factor. International Journal of Financial Studies, 11(1).
Saputro, R. E. H., & Lestari, D. (2019). Effect of Financial Literacy and Risk Perception on Student Investment Decisions in Jakarta. Review of Management and Entrepreneurship, 3(2), 107–132.
Singgih, M., Pricilia, V. P., & Lavista, E. (2019). Market to Book Value, Firm Size, and the Underpricing of Indonesian Initial Public Offerings. Review of Management and Entrepreneurship, 2(2), 75–90.
Tannady, H., Pahlawi, N., Hernawan, M. A., Arta, D. N. C., & Yusuf, S. D. (2023). Role of Stock Performance as an Intervening Variable in a Relationship Between Profitability, Leverage, Growth, and Company Value. JEMSI Jurnal Ekonomi, Manajemen, dan Akuntansi, 9(2), 220–225.
Ullah, S. (2022). Impact of COVID-19 Pandemic on Financial Markets: A Global Perspective. Journal of the Knowledge Economy, 14, 982–1003.
Xie, L. (2023). The Limitations of the Efficient Market Hypothesis. Highlights in Business, Economics and Management, 20, 37–41.
Yan, H., Zhu, X., Wu, Y., & Liu, B. (2023). Systemic Risk Monitoring Model from the Perspective of Public Information Arrival. SSRN Electronic Journal.
Yani, A. R., Sudarma, M., & Prihatiningtias, Y. W. (2014). January Effect dan Size Effect pada Perusahaan yang Terdaftar di Bursa Efek Indonesia. El Muhasaba: Jurnal Akuntansi (e-Journal), 4(2).