Analysis of stock liquidity in banking development: Evidence from Bank Jago
DOI:
https://doi.org/10.12928/optimum.v15i1.11367Keywords:
Stock liquidity, Digital banking, Company value, Vector error correction modelAbstract
This study is based on the development of digital banks that have begun to increase along with the emergence of many digital banks and the increase in the value of digital bank transactions since the Covid-19 pandemic in Indonesia. One of the digital banks that has become a pioneer of success is Bank Jago with the highest market capitalization value of other digital banks. This study aims to determine the growth pattern of Bank Jago's success which causes several factors to influence stock liquidity, namely company value, stock trading volume and stock trading frequency. The analysis method used is VECM (Vector Error Correction Model), a statistical technique that captures both short-term and long-term dynamics in a system of variables, making it particularly suitable for studying stock liquidity. The data used is monthly data with a time span from January 2020 to December 2023. The results of the VECM estimation test show that the variables of company value, stock trading volume and stock trading frequency have an effect on stock liquidity in the long-run due to the emergence of speculation that digital banks have positive prospects during the Covid-19 pandemic which caused an increase in Bank Jago shares from various aspects and had no effect in the short term due to a decline in investor views and company performance in the period at the end of 2022. The dynamic pattern between variables only occurs in quarters 1 to 5. In addition, shocks to the stock liquidity variables, company value and stock trading volume resulted in increasingly negative frequencies in stock liquidity. However, shocks to stock trading frequency have a positive effect on stock liquidity. The results of this study can be used to formulate strategies to increase stock liquidity at Bank Jago and can be implemented in other digital banks.
References
Agustina, F., & Kurniawan, M. L. A. (2023). Analisis utang luar negeri Indonesia: Pendekatan VECM. Journal of Business Economics and Agribusiness, 1(1), 1-10. https://doi.org/10.47134/jbea.v1i1.36
Al Shehab, A. (2024). Macroeconomic determinants of stock market development in the Sultanate of Oman. Asian Economic and Financial Review, 14(11), 868-881. https://doi.org/10.55493/5002.v14i11.5230
Aminarta, A. A., & Kurniawan, M. L. A. (2021). Analysis of macroeconomic indicators against the Composite Stock Price Index (CSPI) in Indonesia: Vector Error Correction Model (VECM) approach. Journal of Economics Research and Social Sciences, 5(2), 118-131. https://doi.org/10.18196/jerss.v5i2.12267
Ammar, I. Ben, Hellara, S., & Ghadhab, I. (2020). High-frequency trading and stock liquidity: An intraday analysis. Research in International Business and Finance, 53. https://doi.org/10.1016/j.ribaf.2020.101235
Andani, G., & Kurniawan, M. L. A. (2024). Analisis variabel makroekonomi terhadap indeks saham kompas 100: Pendekatan VECM. Journal of Advances in Accounting, Economics, and Management, 1(3), 1-17. https://doi.org/10.47134/aaem.v1i3.216
Bursa Efek Indonesia. (2024). Bank Jago consistently grows in Q3-2024.
Butler, A. W., & Grullon, G. (2005). Stock market liquidity and the cost of issuing equity. Journal of Financial and Quantitative Analysis, 40(2), 331-348. https://doi.org/10.1017/S0022109000002337
Buwono, S. R., Abubakar, L., & Handayani, T. (2022). Banking readiness towards digital transformation post COVID-19 pandemic through Financial Technology (Fintech). Padjadjaran Legal Axis Journal, 3(2), 228-241. https://doi.org/10.23920/jphp.v3i2.764
Chung, K. H., & Chuwonganant, C. (2023). COVID-19 pandemic and the stock market: Liquidity, price, efficiency, and trading. Journal of Financial Markets, 64. https://doi.org/10.1016/j.finmar.2023.100803
Dang, T. L., Ly Ho, H., Dzung Lam, C., Thao Tran, T., & Vo, X. V. (2019). Stock liquidity and capital structure: International evidence. Cogent Economics and Finance, 7(1). https://doi.org/10.1080/23322039.2019.1587804
Frimpong, F. A., Akwaa-Sekyi, E. K., Anyars, I. S., Peprah-Yeboah, A., & Saladrigues Sole, R. (2024). Macroeconomic factors and venture capital market liquidity: Evidence from Europe. Cogent Economics and Finance, 12(1). https://doi.org/10.1080/23322039.2024.2401477
He, Y. (2018). Foreign Direct Investment, Economic Growth and Employment: Evidence from China. International Research in Economics and Finance, 2(1), 12. https://doi.org/10.20849/iref.v2i1.320
Husnan, S. (2012). Manajemen keuangan teori dan penerapan (Keputusan jangka panjang) (4th ed.). BPFE, Yogyakarta.
Kadiri, H., Oukhouya, H., Belkhoutout, K., & Himdi, K. E. (2024). Dynamic interconnections and contagion effects among global stock markets: A VECM analysis. Economics-Innovative and Economics Research Journal, 12(3), 55-73. https://doi.org/10.2478/eoik-2024-0039
Khanna, N., & Sonti, R. (2004). Value creating stock manipulation: Feedback effect of stock prices on firm value. Journal of Financial Markets2, 7(3), 237-270. https://doi.org/10.1016/j.finmar.2003.11.004
Khoirayanti, R. N., & Sulistiyo, H. (2020). Pengaruh harga saham, volume perdagangan, dan frekuensi perdagangan terhadap bid-ask spread. JIAFE (Jurnal Ilmiah Akuntansi Fakultas Ekonomi), 6(2), 231-240. https://doi.org/10.34204/jiafe.v6i2.2305
Le, H., & Gregoriou, A. (2020). How do you capture liquidity? A review of the literature on low-frequency stock liquidity. Journal of Economic Surveys, 34(5), 1170-1186. https://doi.org/10.1111/joes.12385
Messaoud, D., Ben Amar, A., & Boujelbene, Y. (2023). Investor sentiment and liquidity in emerging stock markets. Journal of Economic and Administrative Sciences, 39(4), 867-891. https://doi.org/10.1108/JEAS-11-2020-0198
Monga, R., Aggrawal, D., & Singh, J. (2023). Assessment of stock market liquidity and efficiency: Evidence from an emerging country. Organizations and Markets in Emerging Economies, 14(1), 6-25. https://doi.org/10.15388/omee.2023.14.80
Natsir, K., Bangun, N., & Waani, A. M. (2023). Analisis faktor-faktor yang mempengaruhi likuiditas pasar saham. Jurnal Ekonomi, 28(2), 155-176. https://doi.org/10.24912/je.v28i2.1414
Nnakee, U. N., Ngong, C. A., Onyejiaku, C. C., Moguluwa, S., & Onwumere, J. U. J. (2025). Examining the long-run relationship between stock market development and Nigerian economic growth. Journal of Financial Economic Policy, 17(1), 113-131. https://doi.org/10.1108/JFEP-01-2024-0020
Norvaišienė, R., & Stankevičienė, J. (2014). Impact of companies' internal factors on stock liquidity in Baltic markets. Procedia - Social and Behavioral Sciences, 156, 543-547. https://doi.org/10.1016/j.sbspro.2014.11.237
Osmundsen, K., Iden, J., & Bygstad, B. (2018). Digital transformation drivers, success factors, and implication. 12th Mediterranean Conference on Information Systems (MCIS).
Prasetyo, B. (2018). Revolusi industri 4.0 dan tantangan perubahan sosial. SEMATEKSOS 3.
Putra, I. P. M. J. S., & Gunadi, I. G. N. B. (2023). Influence of financial performance on dividen policy: Evidence in banking companies on the Indonesia stock exchange. Jurnal Manajemen Dan Bisnis Equilibrium, 9(1), 1-16. https://doi.org/10.47329/jurnal_mbe.v9i1.1030
Samarasinghe, A. (2023). Stock market liquidity and bank stability. Pacific Basin Finance Journal, 79. https://doi.org/10.1016/j.pacfin.2023.102028
Smales, L. A. (2024). Stock market liquidity during crisis periods: Australian evidence. Accounting and Finance, 64(2), 1849-1878. https://doi.org/10.1111/acfi.13202
Stereńczak, S., & Kubiak, J. (2023). The choice of external financing source: The role of company size and stock liquidity. Economics and Business Review, 9(3), 44-65. https://doi.org/10.18559/ebr.2023.3.800
Suhadak, S., Kurniaty, K., Handayani, S. R., & Rahayu, S. M. (2019). Stock return and financial performances as moderation variable in influence of good corporate governance towards corporate value. Asian Journal of Accounting Research, 4(1), 18-34. https://doi.org/10.1108/AJAR-07-2018-0021
Taslim, A., & Wijayanto, A. (2016). Pengaruh frekuensi perdagangan saham, volume perdagangan saham, kapitalisasi pasar, dan jumlah hari perdagangan terhadap return saham. Management Analysis Journal, 5(1), 1-6.
Utami, E. S., & Gumanti, T. A. (2019). Analysis of cash dividend policy in Indonesia stock exchange. Business Perspectives, 16(3), 97-105. https://doi.org/10.21511/imfi.16(3).2019.10
Wicaksana, T., & Widodo, W. (2024). The nexus between trade openness and environmental degradation: A VECM analysis. Jurnal Ilmiah Ilmu Terapan Universitas Jambi, 8(2), 703-719. https://doi.org/10.22437/jiituj.v8i2.36595
Yasmin, & Sari, W. F. (2024). Analysis of the causality between economic growth and government spending: Warner's law versus Keynes hypothesis. Optimum: Jurnal Ekonomi Dan Pembangunan, 14(2), 151-158. https://doi.org/10.12928/optimum.v14i2.8552
Yusra, M. (2019). Pengaruh frekuensi perdagangan, trading volume, nilai kapitalisasi pasar, harga saham, dan trading day terhadap return saham pada perusahaan kosmetik dan keperluan rumah tangga di bursa efek Indonesia. Jurnal Akuntansi Dan Keuangan, 7(1), 65-74. https://doi.org/10.29103/jak.v7i1.1841
Downloads
Published
Issue
Section
License
Copyright (c) 2025 Adhelia Shury Ayunda, Vidya Purnamasari

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.