Unraveling Market Shifts: A Study of Abnormal Returns, Trading Activity, and Volume Dynamics Around the COVID-19 Pandemic

  • Mochammad Ilyas Junjunan Universitas Islam Negeri Sunan Ampel, Surabaya, Indonesia
  • Adinda Angie Dwi Santoso Universitas Islam Negeri Sunan Ampel, Surabaya, Surabaya
  • Binti Shofiatul Jannah Universitas Islam Negeri Sunan Ampel, Surabaya, Surabaya
  • Muhammad Safdar Bahauddin Zakariya University, Pakistan
Keywords: Abnormal Return, Frequency Activity, Volume Activity, Trading

Abstract

This study (case study on LQ-45 stocks on the Indonesia Stock Exchange) will examine the differences between these times to evaluate abnormal returns, trading frequency activity, and volume activity before and after the Covid-19 pandemic. In the approach, quantitative methodology is used. A purposive sampling strategy is used to collect the data with a population of 60 enterprises from 2018 to 2021, and a sample of 28 companies is obtained. The results of the investigation showed that the abnormal returns before and after the COVID-19 epidemic did not differ significantly. However, a study on trading volume activity and trading frequency activity revealed that there were notable variations between the COVID-19 pandemic and other times. Investors will compete with one another to sell their shares as a result of their worries that the COVID-19 case may spread and become challenging to handle. Investors prefer to sell these shares rather than hold onto businesses that carry a significant chance of financial loss as a result.

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References

Aditha, K. K., & Adiputra, I. M. P. (2020). Analisis Perbedaan Abnormal Return, Trading Volume Activity, Dan Security Return Variability Pada Perusahaan LQ-45 Pra Dan Pasca Pengumuman Kabinet Indonesia Maju Periode 2019-2024. JIMAT (Jurnal Ilmiah Mahasiswa Akuntansi) Universitas Pendidikan Ganesha, 11(2), 299–306.

Aggarwal, S., Nawn, S., & Dugar, A. (2021). What caused global stock market meltdown during the COVID pandemic–Lockdown stringency or investor panic? Finance Research Letters, 38. https://doi.org/10.1016/j.frl.2020.101827

Akbar, E. P., Saerang, I. S., & Maramis, J. B. (2019). Reaksi Pasar Modal terhadap Pengumuman Kemenangan Presiden Joko Widodo Berdasarkan Keputusan KPU Pemilu Periode 2019-2024. JMBI UNSRAT (Jurnal Ilmiah Manajemen Bisnis Dan Inovasi Universitas Sam Ratulangi)., 6(2), 123. https://doi.org/10.35794/JMBI.V6I2.26169

Akhadiyah, L., & Isbanah, Y. (2021). Analisis Komparatif Abnormal Return dan Trading Volume Activity Emiten Sektor Mining Berdasarkan Pengumuman Kasus Pasien Covid-19 Pertama di Indonesia. Jurnal Ilmu Manajemen, 9(3), 979–989. https://doi.org/10.26740/jim.v9n3.p979-989

Alam, M. N., Alam, M. S., & Chavali, K. (2020). Stock market response during COVID-19 lockdown period in India: An event study. Journal of Asian Finance, Economics and Business, 7(7). https://doi.org/10.13106/jafeb.2020.vol7.no7.131

Amin, S. I. M., Hamid, S. N. A., & Nur Hannah Norhisam. (2022). Faktor Penentu Niat Penggunaan e-Dompet pasca Pandemik COVID-19 di Malaysia: Integrasi Model UTAUT dan MAT. Jurnal Pengurusan, 66. https://doi.org/10.17576/pengurusan-2022-66-09

Aristantia, S. E., Yuniarni, R. K., & Junjunan, M. I. (2022). the Effect of Taxation Rational Attitude, Religiusity, and Ethics on Taxpayer Compliance. Journal of Accounting, Entrepreneurship and Financial Technology (Jaef), 4(1), 1–14. https://doi.org/10.37715/jaef.v4i1.2633

Ashraf, B. N. (2020). Stock markets’ reaction to COVID-19: Cases or fatalities? Research in International Business and Finance, 54. https://doi.org/10.1016/j.ribaf.2020.101249

Au Yong, H. H., & Laing, E. (2021). Stock market reaction to COVID-19: Evidence from U.S. Firms’ International exposure. International Review of Financial Analysis, 76. https://doi.org/10.1016/j.irfa.2020.101656

Azis, M., Minarti, S., & Nadir, M. (2015). Investment Management: Fundamental, Technical, Investor Behavior and Stock Returns. Deepublish Publisher.

Baker, S. R., Bloom, N., Davis, S. J., Kost, K., Sammon, M., & Viratyosin, T. (2020). The unprecedented stock market reaction to COVID-19. In Review of Asset Pricing Studies (Vol. 10, Issue 4). https://doi.org/10.1093/rapstu/raaa008

Basri, H., Februari, C. P., & Majid, M. S. A. (2019). Does Indonesia Sustainability Reporting Award (ISRA) Cause Abnormal Return and Stock Trading Volume: A Comparative Analysis. Academic Journal of Economic Studies, 5(1).

Bouveret, A., Guillaumie, C., Roqueiro, C. A., Winkler, C., & Nauhaus, S. (2014). High-frequency trading activity in EU equity markets. European Securities and Markets Authority, Economic Report, 2014(1).

Cai, W., & Lu, J. (2019). Investors’ financial attention frequency and trading activity. Pacific Basin Finance Journal, 58. https://doi.org/10.1016/j.pacfin.2019.101239

Connelly, B. L., Certo, S. T., Ireland, R. D., & Reutzel, C. R. (2011). Signaling theory: A review and assessment. In Journal of Management (Vol. 37, Issue 1). https://doi.org/10.1177/0149206310388419

Dang, H. N., & Tran, D. M. (2019). Relationship between accrual anomaly and stock return: The case of vietnam. Journal of Asian Finance, Economics and Business, 6(4). https://doi.org/10.13106/jafeb.2019.vol6.no4.19

Darmadji, T. & F. (2012). Pasar Modal di Indonesia (3rd ed.). Salemba Empat.

Elta, L., & Kamal, M. (2016). Perdagangan Saham Perusahaan (Studi pada Perusahaan yang Terdapat pada Indeks Kompas 100 Februari-Juli 2015). Diponegoro Jurnal Of Management, 5(3), 1–9.

Fahlenbrach, R., Rageth, K., & Stulz, R. M. (2021). How Valuable Is Financial Flexibility when Revenue Stops? Evidence from the COVID-19 Crisis. Review of Financial Studies, 34(11). https://doi.org/10.1093/rfs/hhaa134

Febriansyah, E., Ranidiah, F., & Mustika, U. (2021). Analisis Perbedaan Abnormal Return Sebelum dan Sesudah Pemilihan Presiden Tahun 2019 pada Saham LQ45 yang Terdaftar di Bursa Efek Indonesia. Jurnal Pasar Modal Dan Bisnis, 3(1), 1–14. https://doi.org/10.37194/jpmb.v3i1.56

Febriyanti, G. A. (2020). Dampak pandemi Covid-19 terhadap harga saham dan aktivitas volume perdagangan (Studi kasus saham LQ-45 di Bursa Efek Indonesia). Indonesia Accounting Journal, 2(2), 204. https://doi.org/10.32400/iaj.30579

G, E. F. S., Pulungan, N. A. F., & Subiyanto, B. (2021). The Relationships between Abnormal Return, Trading Volume Activity and Trading Frequency Activity during the COVID-19 in Indonesia. Journal of Asian Finance, Economics and Business, 8(2), 737–745. https://doi.org/10.13106/jafeb.2021.vol8.no2.0737

Hadiwidjaja, R. D., Muditomo, A., & Trisnowati, Y. (2021). IPO Under-pricing Phenomenon Approach: Does Covid-19 Has a Negative Sectoral Impact? Journal of Accounting and Strategic Finance, 4(2). https://doi.org/10.33005/jasf.v4i2.198

Hartono, J. (2017). Teori Portofolio dan Analisis Investasi (11th ed.). BPFE.

Holtslag, M., Chevrollier, N., & Nijhof, A. (2021). Impact investing and sustainable market transformations: The role of venture capital funds. Business Ethics, Environment and Responsibility, 30(4). https://doi.org/10.1111/beer.12371

Houston, J., James, C., & Marcus, D. (1997). Capital market frictions and the role of internal capital markets in banking. Journal of Financial Economics, 46(2). https://doi.org/10.1016/S0304-405X(97)81511-5

Ilham, F. (2012). Pengantar Manajemen Keuangan. Alfabeta.

Irham, F. (2015). Pengantar Teori Portofolio dan Analisis Investasi. Alfabeta.

Junjunan, M. I., Nawangsari, A. T., & Hanun, N. R. (2021). New Normal: Learning from Home, the Availability of Information Technology and e-Learning Implementation as a Determinant of Accounting Students’ Understanding. Jurnal Ilmiah Akuntansi, 6(1), 66–85. https://doi.org/10.23887/jia.v6i1.30897

Khoiriah, M., Amin, M., & Kartikasari, A. F. (2020). Pengaruh Sebelum dan Saat Adanya Pandemi Covid-19 Terhadap Saham Lq-45 di Bursa Efek Indonesia Tahun 2020. E-Jra, 09(02), 117–126.

Liu, Y. S., & Lee, L. (2020). The Impact of COVID-19, Day-of-the-Week Effect, and Information Flows on Bitcoin’s Return and Volatility. Journal of Asian Finance, Economics and Business, 7(11). https://doi.org/10.13106/jafeb.2020.vol7.no11.045

Mahendra, I. K. R., & Rasmini, N. K. (2019). Reaksi Pasar Terhadap Kenaikan Bank Indonesia 7-Day Reverse Repo Rate Tanggal 15 Agustus 2018. E-Jurnal Akuntansi. https://doi.org/10.24843/eja.2019.v27.i03.p16

Masulis, R. W., Pham, P. K., & Zein, J. (2020). Family business group expansion through IPOs: The role of internal capital markets in financing growth while preserving control. Management Science, 66(11). https://doi.org/10.1287/mnsc.2019.3418

Mnif, E., & Jarboui, A. (2021). Islamic, Green, and Conventional Cryptocurrency Market Efficiency During The Covid-19 Pandemic. Journal of Islamic Monetary Economics and Finance, 7. https://doi.org/10.21098/jimf.v7i0.1315

Nawangsari, F. Y., & Iswajuni, I. (2019). The effects of auditor switching towards abnormal return in manufacturing company. Asian Journal of Accounting Research, 4(1). https://doi.org/10.1108/AJAR-05-2019-0040

Roychowdhury, S., & Srinivasan, S. (2019). The Role of Gatekeepers in Capital Markets. Journal of Accounting Research, 57(2). https://doi.org/10.1111/1475-679X.12266

Salbiyanti, K., & Priyadi, M. P. (2018). Pengaruh Keputusan Investasi, Pendanaan, Kebijakan Dividen, Tipe Perusahaan, Inflasi Terhadap Nilai Perusahaan. Jurnal Ilmu Dan Riset Akutansi, 7(9).

Schell, D., Wang, M., & Huynh, T. L. D. (2020). This time is indeed different: A study on global market reactions to public health crisis. Journal of Behavioral and Experimental Finance, 27. https://doi.org/10.1016/j.jbef.2020.100349

Silviyani, Tika, N. L. N., Sujana, E., & Adiputra, I. M. P. (2014). Pengaruh Likuiditas Perdagangan Saham Dan Kapitalisasi Pasar Terhadap Return Saham Perusahaan Yang Berada Pada Indeks Lq45 Di Bursa Efek Indonesia Periode Tahun 2009-2013. E-Journal S1 Ak Universitas Pendidikan Ganesha 2, 2(1), 1–11.

Sinniah, S., Soomro, M. A., Rawshdeh, M., Abdul Rahman, M. R. C., Kadir, K. A., & Jamil, A. H. (2022). Post-COVID-19 Organizational Resilience in the Manufacturing and Service Industries. Jurnal Pengurusan, 66. https://doi.org/10.17576/pengurusan-2022-66-02

Smith, K. V., Elton, E. J., & Gruber, M. J. (1982). Modern Portfolio Theory and Investment Analysis. The Journal of Finance, 37(5). https://doi.org/10.2307/2327857

Suryanto. (2019). Effect of internet financial reporting and company size on stock trading volume at LQ45 company in Indonesia stock exchange. Humanities and Social Sciences Reviews, 7(3). https://doi.org/10.18510/hssr.2019.7378

Suwardjono. (2016). Teori Akuntansi Perekayasaan Pelaporan Keuangan (3rd ed.). BPFE.

Tandelilin, E. (2016). Portofolio dan Investasi. Kanisius.

Teguh, M. J., Noermijati, N., Moko, W., & Rofiaty, R. (2022). The Impact of Digital Organizational Culture and Digital Capability on Organizational Performance through Digital Innovation Mediation in the COVID-19 Era: A Study on Indonesian Pharmaceutical SOEs. Jurnal Pengurusan, 66. https://doi.org/10.17576/pengurusan-2022-66-08

Verousis, T., Perotti, P., & Sermpinis, G. (2018). One size fits all? High frequency trading, tick size changes and the implications for exchanges: market quality and market structure considerations. Review of Quantitative Finance and Accounting, 50(2). https://doi.org/10.1007/s11156-017-0632-2

Wicaksono, C. A., & Adyaksana, R. I. (2020). Analisis Reaksi Investor Sebagai Dampak Covid-19 Pada Sektor Perbankan di Indonesia. JIAFE (Jurnal Ilmiah Akuntansi Fakultas Ekonomi), 6(2), 129–138. https://doi.org/10.34204/jiafe.v6i2.2227

Xiong, H., Wu, Z., Hou, F., & Zhang, J. (2020). Which Firm-specific Characteristics Affect the Market Reaction of Chinese Listed Companies to the COVID-19 Pandemic? Emerging Markets Finance and Trade, 56(10). https://doi.org/10.1080/1540496X.2020.1787151

Yang, X., Zhu, Y., & Cheng, T. Y. (2020). How the individual investors took on big data: The effect of panic from the internet stock message boards on stock price crash. Pacific Basin Finance Journal, 59. https://doi.org/10.1016/j.pacfin.2019.101245

Yani, M., Junjunan, M. I., & Hanun, N. R. (2023). Survival Strategies of Muhammadiyah Schools During The Covid-19 Pandemic. Jurnal Aplikasi Bisnis Dan Manajemen, 9(1 SE-Articles), 50. https://doi.org/10.17358/jabm.9.1.50

Yasar, B., Martin, T., & Kiessling, T. (2020). An empirical test of signalling theory. Management Research Review, 43(11). https://doi.org/10.1108/MRR-08-2019-0338

Published
2025-11-14
How to Cite
Junjunan, M., Santoso, A. A., Jannah, B. S., & Safdar, M. (2025). Unraveling Market Shifts: A Study of Abnormal Returns, Trading Activity, and Volume Dynamics Around the COVID-19 Pandemic. Indonesian Interdisciplinary Journal of Sharia Economics (IIJSE), 8(3), 13280-13293. https://doi.org/10.31538/iijse.v8i3.6459