Dinamika harga dan volume perdagangan saham bank digital Indonesia: sebuah pendekatan VECM

Authors

  • William Wendy Ary Institut Teknologi dan Bisnis Sabda Setia

DOI:

https://doi.org/10.37631/ebisma.v4i2.913

Keywords:

digital bank, stock price, VECM, trading volume, causality

Abstract

Perkembangan teknologi telah memengaruhi transformasi bisnis digital dan hal ini ditandai dengan kemunculan beberapa perbankan digital dan perusahaan fintech. Selanjutnya, beberapa literatur berkaitan dengan perbankan digital telah menelaah peranan transformasi digital terhadap inovasi dalam perbankan dan sedikit sekali yang meneliti mengenai dinamika harga dan volume perdagangan saham perbankan digital. Penelitian ini menggunakan VECM untuk mengeksplorasi dinamika tujuh saham perbankan Indonesia dan 495 data harga dan volume perdagangan digunakan dan beberapa pengujian awal dilakukan untuk memastikan validitas pengukuran data. Hasil penelitian menunjukkan bahwa harga saham perbankan digital dipengaruhi oleh harga saham perbankan digital itu sendiri dan hal itu juga telihat pada volume perdagangan saham. Selanjutnya, hasil penelitian juha menunjukkan bahwa ARTO, BABP, dan BBHI mempengaruhi harga dan volume perdagangan saham perbangan digital Indonesia. Akhirnya, beberapa rekomendasi terkait penelitian selanjutnya disajikan dalam penelitian ini.

References

Aggarwal, R., Schloetzer, J. D., & Williamson, R. (2019). Do corporate governance mandates impact long-term firm value and governance culture? Journal of Corporate Finance, 59, 202–217. Retrieved from https://doi.org/10.1016/j.jcorpfin.2016.06.007

Aguilera, R. V., Aragón-Correa, J. A., Marano, V., & Tashman, P. A. (2021). The Corporate Governance of Environmental Sustainability: A Review and Proposal for More Integrated Research. Journal of Management, 47(6), 1468–1497. Retrieved from https://doi.org/10.1177/0149206321991212

Ali, S. E. A., Lai, F.-W., Dominic, P. D. D., Brown, N. J., Lowry, P. B. B., & Ali, R. F. (2021). Stock market reactions to favorable and unfavorable information security events: A systematic literature review. Computers & Security, 110, 102451. Retrieved from https://doi.org/10.1016/j.cose.2021.102451

Alnemer, H. A. (2022). Determinants of digital banking adoption in the Kingdom of Saudi Arabia: A technology acceptance model approach. Digital Business, 2(2), 100037. Retrieved from https://doi.org/10.1016/j.digbus.2022.100037

Ayala, J., García-Torres, M., Noguera, J. L. V., Gómez-Vela, F., & Divina, F. (2021a). Technical analysis strategy optimization using a machine learning approach in stock market indices. Knowledge-Based Systems, 225, 107119. Retrieved from https://doi.org/10.1016/j.knosys.2021.107119

Ayala, J., García-Torres, M., Noguera, J. L. V., Gómez-Vela, F., & Divina, F. (2021b). Technical analysis strategy optimization using a machine learning approach in stock market indices. Knowledge-Based Systems, 225, 107119. Retrieved from https://doi.org/10.1016/j.knosys.2021.107119

Carlini, F., del Gaudio, B. L., Porzio, C., & Previtali, D. (2022). Banks, FinTech and stock returns. Finance Research Letters, 45. Retrieved from https://doi.org/10.1016/j.frl.2021.102252

Cornelli, G., Frost, J., Gambacorta, L., Rau, P. R., Wardrop, R., & Ziegler, T. (2023). Fintech and big tech credit: Drivers of the growth of digital lending. Journal of Banking and Finance, 148. Retrieved from https://doi.org/10.1016/j.jbankfin.2022.106742

Evans, R. B., & Sun, Y. (2021). Models or Stars: The Role of Asset Pricing Models and Heuristics in Investor Risk Adjustment. The Review of Financial Studies, 34(1), 67–107. Retrieved from https://doi.org/10.1093/rfs/hhaa043

Filotto, U., Caratelli, M., & Fornezza, F. (2021). Shaping the digital transformation of the retail banking industry. Empirical evidence from Italy. European Management Journal, 39(3), 366–375. Retrieved from https://doi.org/10.1016/j.emj.2020.08.004

He, P., Sun, Y., Zhang, Y., & Li, T. (2020). COVID–19’s Impact on Stock Prices Across Different Sectors—An Event Study Based on the Chinese Stock Market. Emerging Markets Finance and Trade, 56(10), 2198–2212. Retrieved from https://doi.org/10.1080/1540496X.2020.1785865

Kame Babilla, T. U. (2023). Digital innovation and financial access for small and medium-sized enterprises in a currency union. Economic Modelling, 120. Retrieved from https://doi.org/10.1016/j.econmod.2022.106182

Kasri, R. A., Indrastomo, B. S., Hendranastiti, N. D., & Prasetyo, M. B. (2022). Digital payment and banking stability in emerging economy with dual banking system. Heliyon, 8(11). Retrieved from https://doi.org/10.1016/j.heliyon.2022.e11198

Kitsios, F., Giatsidis, I., & Kamariotou, M. (2021). Digital transformation and strategy in the banking sector: Evaluating the acceptance rate of e-services. Journal of Open Innovation: Technology, Market, and Complexity, 7(3). Retrieved from https://doi.org/10.3390/joitmc7030204

Koijen, R. S. J., & Yogo, M. (2019). A Demand System Approach to Asset Pricing. Journal of Political Economy, 127(4), 1475–1515. Retrieved from https://doi.org/10.1086/701683

LIEN, N. T. K., DOAN, T.-T. T., & BUI, T. N. (2020). Fintech and Banking: Evidence from Vietnam. The Journal of Asian Finance, Economics and Business, 7(9), 419–426. Retrieved from https://doi.org/10.13106/jafeb.2020.vol7.no9.419

Maneenop, S., & Kotcharin, S. (2020). The impacts of COVID-19 on the global airline industry: An event study approach. Journal of Air Transport Management, 89, 101920. Retrieved from https://doi.org/10.1016/j.jairtraman.2020.101920

Nejad, A. E., & Hoseinzade, S. (2021). Idiosyncratic return volatility and the role of firm fundamentals: A cross-country analysis. Global Finance Journal, 50. Retrieved from https://doi.org/10.1016/j.gfj.2021.100667

Niemand, T., Rigtering, J. P. C., Kallmünzer, A., Kraus, S., & Maalaoui, A. (2021). Digitalization in the financial industry: A contingency approach of entrepreneurial orientation and strategic vision on digitalization. European Management Journal, 39(3), 317–326. Retrieved from https://doi.org/10.1016/j.emj.2020.04.008

Otoritas Jasa Keuangan. (2021). Cetak Biru Transformasi Perbankan Digital. Retrieved 10 February 2023 from https://www.ojk.go.id/id/berita-dan-kegiatan/info-terkini/Documents/Pages/Cetak-Biru-Transformasi-Digital-Perbankan/CETAK%20BIRU%20TRANSFORMASI%20DIGITAL%20PERBANKAN%20(SHORT%20VERSION).pdf

Pamela J Schindler. (2019). Business Research Methods. McGraw-Hill Education.

Picasso, A., Merello, S., Ma, Y., Oneto, L., & Cambria, E. (2019). Technical analysis and sentiment embeddings for market trend prediction. Expert Systems with Applications, 135, 60–70. Retrieved from https://doi.org/10.1016/j.eswa.2019.06.014

Rebucci, A., Hartley, J. S., & Jiménez, D. (2022). An Event Study of COVID-19 Central Bank Quantitative Easing in Advanced and Emerging Economies (pp. 291–322). Retrieved from https://doi.org/10.1108/S0731-90532021000043A014

Shaikh, A. A., Glavee-Geo, R., & Karjaluoto, H. (2017). Exploring the nexus between financial sector reforms and the emergence of digital banking culture – Evidences from a developing country. Research in International Business and Finance, 42, 1030–1039. Retrieved from https://doi.org/10.1016/j.ribaf.2017.07.039

Shao, Q., Chen, L., Zhong, R., & Weng, H. (2021). Marine economic growth, technological innovation, and industrial upgrading: A vector error correction model for China. Ocean and Coastal Management, 200. Retrieved from https://doi.org/10.1016/j.ocecoaman.2020.105481

Singh, B., Dhall, R., Narang, S., & Rawat, S. (2020). The Outbreak of COVID-19 and Stock Market Responses: An Event Study and Panel Data Analysis for G-20 Countries. Global Business Review, 097215092095727. Retrieved from https://doi.org/10.1177/0972150920957274

World Bank. (2021). Financial Inclusion, Digital Payments, and Resilience in the Age of COVID-19. Retrieved 10 February 2023 from https://openknowledge.worldbank.org/bitstream/handle/10986/37578/9781464818974.pdf?sequence=15&isAllowed=y

Zerbib, O. D. (2022). A Sustainable Capital Asset Pricing Model (S-CAPM): Evidence from Environmental Integration and Sin Stock Exclusion. Review of Finance, 26(6), 1345–1388. Retrieved from https://doi.org/10.1093/rof/rfac045

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Published

2023-12-01