Comparative Analysis Of Stock Prices and Trading Volume of Pharmaceutical Companies Before and After The Covid-19 Pandemic (Case Study Of Companies Listed on The IDX 2018-2023)
Abstract
Global financial markets, particularly in Indonesia, were significantly affected by the COVID-19 pandemic, and the pharmaceutical sector attracted heightened investor attention during this period. This study compares stock prices and trading transaction volumes of pharmaceutical companies listed on the Indonesia Stock Exchange before and after the COVID-19 outbreak. Using a comparative quantitative approach with purposive sampling, seven firms were selected from a population of eleven over the 2018–2023 period. Because the data were not normally distributed, hypotheses were tested using the non-parametric Wilcoxon Signed Rank Test. The results indicate statistically significant differences in both stock prices and trading transaction volumes between the pre-pandemic and post-pandemic periods. Stock prices increased in the post-pandemic period, reflecting improved valuation of pharmaceutical firms during the crisis, while trading volume also changed significantly, indicating a shift in market participation and liquidity conditions. These findings suggest that the pandemic carried information content that reshaped investor behavior toward pharmaceutical stocks. This study contributes to understanding sectoral market dynamics during global health crises and provides insights for investors, regulators, and corporate managers regarding valuation and liquidity considerations.
Keywords: Stock Price, Trading Transaction Volume, Covid-19, Wilcoxon Signed Rank Test
Downloads
References
Baker, S. R., Farrokhnia, R. A., Meyer, S., Pagel, M., & Yannelis, C. (2020). How does household spending respond to an epidemic? Consumption during the 2020 COVID-19 pandemic. The Review of Asset Pricing Studies, 10(4), 834–862.
Bakhtiar, F., Farild, M., & Wahyudi, W. (2020). Dampak Covid-19 terhadap perbandingan harga saham dan volume transaksi penjualan saham perusahaan telekomunikasi yang terdaftar di BEI. Jurnal Iqtisaduna, 6(2), 167–174.
Chandra, A., & Herawati, A. (2023). Pengaruh pandemi Covid terhadap kinerja saham farmasi di Bursa Efek Indonesia sebelum dan sesudah pandemi. 12(1), 378–391.
Choi, H. M. (2019). Market uncertainty and trading volume around earnings announcements. Finance Research Letters, 30, 14–22.
Fatimala, G. S. (2021). Harga Saham dan Volume Perdagangan Saham Sebelum dan Setelah Pengumuman Pasien Pertama Covid–19 di Indonesia (Studi Kasus pada Perusahaan Perbankan yang Terdaftar di Bursa Efek Indonesia). Skripsi. Universitas Mercu Buana Yogyakarta.
Ghozali, I. (2018). Aplikasi analisis multivariete dengan program IBM SPSS (Edisi VIII). Badan Penerbit Universitas Diponegoro.
Hamid, A., & Arshanty, R. (2021). The comparative analysis of financial performance and trading volume during MERS and COVID-19 on the Indonesia and Malaysia stock exchange. Journal of Applied Finance and Accounting, 8(2).
Hartono. (2017). Teori portofolio dan analisis investasi.
Hartono, J. (2022). Teori portofolio dan analisis investasi.
He, P., Sun, Y., Zhang, Y., & Li, T. (2021). COVID-19’s impact on stock prices across different sectors: An event study based on the Chinese stock market. In Research on pandemics (pp. 66–80). Routledge.
Hidayat, A. (2017). Pengaruh perubahan waktu perdagangan terhadap volume transaksi dan frekuensi transaksi pada Bursa Efek Indonesia. SEIKO: Journal of Management & Business, 1(1), 26–35.
Hertina, D., Ichsani, S., Mawarnie, D., & Wijadatun, V. W. (2019). Harga Saham Dampak dari Earning Per Share dan Debt to Asset Ratio. Service Management Triangle: Jurnal Manajemen Jasa, 1(1).
Jogiyanto. (2014). Teori portofolio dan analisis investasi.
Larasanti, N. N. A. (2017). Analisis Pengaruh Pemecahan Saham Terhadap Harga Saham, dan Volume Perdagangan Saham Pada Perusahaan Yang Terdaftar di Bursa Efek Indonesia 2006–2015 [Skripsi]. Universitas Sanata Dharma.
Mangindaan, J. V., & Manossoh, H. (2020). Analisis perbandingan harga saham PT Garuda Indonesia Persero (Tbk.) sebelum dan sesudah pandemi Covid-19. Jurnal Administrasi Bisnis (JAB), 10(2), 80–85.
Muzdalifah, S., & Maslichah, M. (2021). Perbandingan Harga Saham dan Volume Perdagangan Saham sebelum dan saat Covid-19 pada perusahaan manufaktur yang terdaftar di Bursa Efek Indonesia. E_Jurnal Ilmiah Riset Akuntansi, 10(01).
Nurmasari, I. (2020). Dampak Covid-19 terhadap perubahan harga saham dan volume transaksi. Jurnal Sekuritas, 3(3), 230–236.
Pernici, C. (2018). Pengaruh rasio profitabilitas terhadap harga saham pada perusahaan konstruksi yang terdaftar di Bursa Efek Indonesia tahun 2012–2017 [Skripsi].
Pingel, E., Lawrence, S., & Rodemer, S. (2023). Resilient liquidity: The robust reaction of equity volume and spreads to market volatility. Journal of Investing, 33, 12–26.
Pramana, A., & Mawardi, W. (2012). Analisis perbandingan trading volume activity dan abnormal return saham sebelum dan sesudah pemecahan saham (studi kasus pada perusahaan yang terdaftar di Bursa Efek Indonesia periode 2007–2011).
Priyati, A., Sahbandi, M., Putra, G. M. D., & Setiawati, D. A. (2019). The design of automatic sprinkler based on Arduino Uno microcontroller. IOP Conference Series: Earth and Environmental Science, 355(1), 012088.
Rifaâ, M. H., Junaidi, J., & Sari, A. F. K. (2020). Pengaruh peristiwa pandemi COVID-19 terhadap indeks harga saham gabungan. E-Jurnal Ilmiah Riset Akuntansi, 9(06).
Sasikumar, S., & Sundaram, N. (2024). Event study methodology trends in the stock market: A systematic review based on bibliometric analysis. Multidisciplinary Reviews, 7(10), 2024234–2024234.
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, 100349.
Siswantoro, S. (2020). Efek diumumkannya kasus pertama Covid-19 terhadap harga saham dan total saham yang diperdagangkan. Jurnal Akuntansi, Keuangan dan Manajemen, 1(3), 227–238.
Srivastav, S., & Pandey, A. (2022). Evaluation of investor’s financial attitude towards trading activity during pandemic. PURUSHARTHA: A Journal of Management, Ethics and Spirituality, 15(2), 52–65.
Sugiyono. (2023). Metode penelitian kombinasi kuantitatif, kualitatif, dan kombinasi (Edisi ke-9). Alfabeta.
Suryani, E. (2021). Analisis dampak Covid-19 terhadap UMKM (studi kasus home industri klepon di Kota Baru Driyorejo). Jurnal Inovasi Penelitian, 1(8), 1591–1596.
Topcu, M., & Gulal, O. S. (2020). The impact of COVID-19 on emerging stock markets. Finance Research Letters, 36, 101691.
Yang, J., Bao, M., & Chen, S. (2025). “A retreat to safety”: Why COVID-19 make firms more risk-averse? International Review of Financial Analysis, 97, 103789.
Downloads
Published
How to Cite
Issue
Section
License
The copyright to this article is transferred to Universitas Mercu Buana (UMB) if and when the article is accepted for publication. The undersigned hereby transfers any and all rights in and to the paper including without limitation all copyrights to UMB. The undersigned hereby represents and warrants that the paper is original and that he/she is the author of the paper, except for material that is clearly identified as to its original source, with permission notices from the copyright owners where required. The undersigned represents that he/she has the power and authority to make and execute this assignment.
We declare that:
1. This paper has not been published in the same form elsewhere.
2. It will not be submitted anywhere else for publication prior to acceptance/rejection by this Journal.
3. A copyright permission is obtained for materials published elsewhere and which require this permission for reproduction.
Furthermore, I/We hereby transfer the unlimited rights of publication of the above mentioned paper in whole to UMB. The copyright transfer covers the exclusive right to reproduce and distribute the article, including reprints, translations, photographic reproductions, microform, electronic form (offline, online) or any other reproductions of similar nature.
The corresponding author signs for and accepts responsibility for releasing this material on behalf of any and all co-authors. This agreement is to be signed by at least one of the authors who have obtained the assent of the co-author(s) where applicable. After submission of this agreement signed by the corresponding author, changes of authorship or in the order of the authors listed will not be accepted.
Retained Rights/Terms and Conditions
1. Authors retain all proprietary rights in any process, procedure, or article of manufacture described in the Work.
2. Authors may reproduce or authorize others to reproduce the Work or derivative works for the authors personal use or for company use, provided that the source and the UMB copyright notice are indicated, the copies are not used in any way that implies UMB endorsement of a product or service of any employer, and the copies themselves are not offered for sale.
3. Although authors are permitted to re-use all or portions of the Work in other works, this does not include granting third-party requests for reprinting, republishing, or other types of re-use.









