Published: 2026-07-31
Commodity Prices, the DJIA, and Inflation as Determinants of the Indonesian Composite Stock Price Index during COVID-19: An Empirical Analysis (2020–2022)
DOI: 10.35870/ijmsit.v6i2.7991
Erlynda Yuniarti Kasim, Marsal Muhamad Dejan
- Erlynda Yuniarti Kasim: Universitas Ekuitas Indonesia
- Marsal Muhamad Dejan: Universitas Ekuitas Indonesia
Article Metrics
- Scopus Citations
- Google Scholar
- Crossref Citations
- Semantic Scholar
- DataCite Metrics
-
If the link doesn't work, copy the DOI or article title for manual search (API Maintenance).
Abstract
The COVID-19 crisis created an exceptional combination of falling economic activity, volatile energy prices, cross-border financial spillovers, and changing domestic inflation. This study investigates whether West Texas Intermediate (WTI) crude oil prices, the Dow Jones Industrial Average (DJIA), and Indonesia’s inflation rate were associated with movements in the Indonesian Composite Stock Price Index (IHSG) between March 2020 and December 2022. The analysis uses 34 monthly observations and applies a quantitative explanatory design, descriptive statistics, multiple linear regression, classical diagnostic tests, partial t-tests, a simultaneous F-test, and the coefficient of determination. The findings indicate that WTI prices, the DJIA, and inflation each have a positive and statistically significant relationship with the IHSG, with t-values of 4.144, 5.249, and 4.887, respectively. The predictors are also jointly significant (F = 134.935; p < 0.001), and the model explains 93.1% of the observed variation in the IHSG. The DJIA provides the strongest statistical signal, underscoring the role of global market sentiment. The study contributes by combining a global commodity indicator, an international equity-market benchmark, and a domestic price indicator in one Indonesian pandemic-period model. Because the sample is limited and the residuals exhibit positive serial correlation, the results should be interpreted as exploratory associations and validated in future research using dynamic time-series techniques.
Keywords
WTI crude oil; Dow Jones Industrial Average; Inflation; Indonesian Composite Stock Price Index; COVID-19
Peer Review Process
This article has undergone a double-blind peer review process to ensure quality and impartiality.
Indexing Information
Discover where this journal is indexed at our indexing page.
Open Science Badges
This journal supports transparency in research and encourages authors to meet criteria for Open Science Badges.
How to Cite
Article Information
This article has been peer-reviewed and published in the International Journal of Management Science and Information Technology. The content is available under the terms of the Creative Commons Attribution 4.0 International License.
-
Issue: Vol. 6 No. 2 (2026)
-
Section: Articles
-
Published: 2026-07-31
-
License: CC BY 4.0
-
Copyright: © 2026 Authors
-
DOI: 10.35870/ijmsit.v6i2.7991
AI Research Hub
This article is indexed and available through various AI-powered research tools and citation platforms. Our AI Research Hub ensures that scholarly work is discoverable, accessible, and easily integrated into the global research ecosystem.
Erlynda Yuniarti Kasim, Universitas Ekuitas Indonesia
Accounting Study Program, Faculty of Economics and Business, Universitas Ekuitas Indonesia, Bandung City, West Java Province, Indonesia
-
Al-Awadhi, A. M., Alsaifi, K., Al-Awadhi, A., & Alhammadi, S. (2020). Death and contagious infectious diseases: Impact of the COVID-19 virus on stock market returns. Journal of Behavioral and Experimental Finance, 27, Article 100326. https://doi.org/10.1016/j.jbef.2020.100326
-
Ashraf, B. N. (2020). Stock markets’ reaction to COVID-19: Cases or fatalities? Research in International Business and Finance, 54, Article 101249. https://doi.org/10.1016/j.ribaf.2020.101249
-
-
Baker, S. R., Bloom, N., Davis, S. J., Kost, K., Sammon, M., & Viratyosin, T. (2020). The unprecedented stock market reaction to COVID-19. The Review of Asset Pricing Studies, 10(4), 742–758. https://doi.org/10.1093/rapstu/raaa008
-
Basher, S. A., Haug, A. A., & Sadorsky, P. (2012). Oil prices, exchange rates and emerging stock markets. Energy Economics, 34(1), 227–240. https://doi.org/10.1016/j.eneco.2011.10.005
-
-
Bekaert, G., Harvey, C. R., & Ng, A. (2005). Market integration and contagion. The Journal of Business, 78(1), 39–70. https://doi.org/10.1086/426519
-
Beureukat, B., & Andriani, E. Y. (2021). Pengaruh harga minyak dunia, Indeks Dow Jones, dan Indeks Hang Seng terhadap Indeks Harga Saham Gabungan periode 2016–2020. Oikonomia: Jurnal Manajemen, 17(1), 1–12. https://doi.org/10.47313/oikonomia.v17i1.1129
-
Chen, N.-F., Roll, R., & Ross, S. A. (1986). Economic forces and the stock market. The Journal of Business, 59(3), 383–403. https://doi.org/10.1086/296344
-
Degiannakis, S., Filis, G., & Arora, V. (2018). Oil prices and stock markets: A review of the theory and empirical evidence. The Energy Journal, 39(5), 85–130. https://doi.org/10.5547/01956574.39.5.sdeg
-
Diebold, F. X., & Yilmaz, K. (2009). Measuring financial asset return and volatility spillovers, with application to global equity markets. The Economic Journal, 119(534), 158–171. https://doi.org/10.1111/j.1468-0297.2008.02208.x
-
Diebold, F. X., & Yilmaz, K. (2012). Better to give than to receive: Predictive directional measurement of volatility spillovers. International Journal of Forecasting, 28(1), 57–66. https://doi.org/10.1016/j.ijforecast.2011.02.006
-
-
-
Filis, G., Degiannakis, S., & Floros, C. (2011). Dynamic correlation between stock market and oil prices: The case of oil-importing and oil-exporting countries. International Review of Financial Analysis, 20(3), 152–164. https://doi.org/10.1016/j.irfa.2011.02.014
-
Forbes, K. J., & Rigobon, R. (2002). No contagion, only interdependence: Measuring stock market comovements. The Journal of Finance, 57(5), 2223–2261. https://doi.org/10.1111/0022-1082.00494
-
Geske, R., & Roll, R. (1983). The fiscal and monetary linkage between stock returns and inflation. The Journal of Finance, 38(1), 1–33. https://doi.org/10.1111/j.1540-6261.1983.tb03623.x
-
-
Goodell, J. W. (2020). COVID-19 and finance: Agendas for future research. Finance Research Letters, 35, Article 101512. https://doi.org/10.1016/j.frl.2020.101512
-
Hamilton, J. D. (2009). Causes and consequences of the oil shock of 2007–08. Brookings Papers on Economic Activity, 2009(1), 215–261. https://doi.org/10.1353/eca.0.0047
-
Haroon, O., & Rizvi, S. A. R. (2020). COVID-19: Media coverage and financial markets behavior—A sectoral inquiry. Journal of Behavioral and Experimental Finance, 27, Article 100343. https://doi.org/10.1016/j.jbef.2020.100343
-
Hesniati, H., Ogawa, A. Y., Clarence, A., Topher, C., & Engelina, J. (2022). Pengaruh inflation, interest rate, dan exchange rate terhadap IHSG di Bursa Efek Indonesia pada tahun 2011–2021. Studi Ilmu Manajemen dan Organisasi, 3(1), 261–271. https://doi.org/10.35912/simo.v3i1.1078
-
Humpe, A., & Macmillan, P. (2009). Can macroeconomic variables explain long-term stock market movements? A comparison of the US and Japan. Applied Financial Economics, 19(2), 111–119. https://doi.org/10.1080/09603100701748956
-
Jones, C. M., & Kaul, G. (1996). Oil and the stock markets. The Journal of Finance, 51(2), 463–491. https://doi.org/10.1111/j.1540-6261.1996.tb02691.x
-
Kilian, L., & Park, C. (2009). The impact of oil price shocks on the U.S. stock market. International Economic Review, 50(4), 1267–1287. https://doi.org/10.1111/j.1468-2354.2009.00568.x
-
Liu, H., Manzoor, A., Wang, C., Zhang, L., & Manzoor, Z. (2020). The COVID-19 outbreak and affected countries’ stock markets response. International Journal of Environmental Research and Public Health, 17(8), Article 2800. https://doi.org/10.3390/ijerph17082800
-
Machmuddah, Z., Utomo, S. D., Suhartono, E., Ali, S., & Ghulam, W. A. (2020). Stock market reaction to COVID-19: Evidence in customer goods sector with the implication for open innovation. Journal of Open Innovation: Technology, Market, and Complexity, 6(4), Article 99. https://doi.org/10.3390/joitmc6040099
-
Midesia, S. (2022). Pengaruh Dow Jones Industrial Average dan Indeks Hang Seng terhadap Indeks Harga Saham Gabungan pada tahun 2021. Jurnal Penelitian Ekonomi Akuntansi, 6(2), 129–135. https://doi.org/10.33059/jensi.v6i2.6740
-
Nurhayati, I., Endri, E., Aminda, R. S., & Muniroh, L. (2021). Impact of COVID-19 on performance evaluation of large market capitalization stocks and open innovation. Journal of Open Innovation: Technology, Market, and Complexity, 7(1), Article 56. https://doi.org/10.3390/joitmc7010056
-
Pesaran, M. H., Shin, Y., & Smith, R. J. (2001). Bounds testing approaches to the analysis of level relationships. Journal of Applied Econometrics, 16(3), 289–326. https://doi.org/10.1002/jae.616
-
Priscilla, S., Hatane, S. E., & Tarigan, J. (2023). COVID-19 catastrophes and stock market liquidity: Evidence from the technology industry of four major ASEAN capital markets. Asia-Pacific Journal of Business Administration, 15(5), 695–720. https://doi.org/10.1108/APJBA-10-2021-0504
-
Ryandono, M. N. H., Muafi, M., & Guritno, A. (2021). Sharia stock reaction against COVID-19 pandemic: Evidence from Indonesian capital markets. The Journal of Asian Finance, Economics and Business, 8(2), 697–710. https://doi.org/10.13106/jafeb.2021.vol8.no2.0697
-
Septiani, D. (2020). The influence of the inflation rate and the interest rate of Bank Indonesia Certificates on the Composite Stock Price Index with the US dollar exchange rate as a moderating variable on the Indonesia Stock Exchange. Economics and Accounting Journal, 3(3), 212–220. https://doi.org/10.32493/eaj.v3i3.y2020.p212-220
-
Sharif, A., Aloui, C., & Yarovaya, L. (2020). COVID-19 pandemic, oil prices, stock market, geopolitical risk and policy uncertainty nexus in the US economy: Fresh evidence from the wavelet-based approach. International Review of Financial Analysis, 70, Article 101496. https://doi.org/10.1016/j.irfa.2020.101496
-
Syahri, A., & Robiyanto, R. (2020). The correlation of gold, exchange rate, and stock market on COVID-19 pandemic period. Jurnal Keuangan dan Perbankan, 24(3), 350–362. https://doi.org/10.26905/jkdp.v24i3.4621
-
Topcu, M., & Gulal, O. S. (2020). The impact of COVID-19 on emerging stock markets. Finance Research Letters, 36, Article 101691. https://doi.org/10.1016/j.frl.2020.101691
-
Trisnowati, Y., & Muditomo, A. (2021). COVID-19 and stock market reaction in Indonesia. Journal of Accounting and Investment, 22(1), 23–36. https://doi.org/10.18196/jai.v22i1.8859
-
Wahyono, B. (2022). The value of political connections and Sharia compliance during the COVID-19 pandemic. Eurasian Economic Review, 12, 1–28. https://doi.org/10.1007/s40822-021-00197-y
-
-
Zhang, D., Hu, M., & Ji, Q. (2020). Financial markets under the global pandemic of COVID-19. Finance Research Letters, 36, Article 101528. https://doi.org/10.1016/j.frl.2020.101528

This work is licensed under a Creative Commons Attribution 4.0 International License.
Authors who publish with this journal agree to the following terms:
1. Copyright Retention and Open Access License
Authors retain copyright of their work and grant the journal non-exclusive right of first publication under the Creative Commons Attribution 4.0 International License (CC BY 4.0).
This license allows unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
2. Rights Granted Under CC BY 4.0
Under this license, readers are free to:
- Share — copy and redistribute the material in any medium or format
- Adapt — remix, transform, and build upon the material for any purpose, including commercial use
- No additional restrictions — the licensor cannot revoke these freedoms as long as license terms are followed
3. Attribution Requirements
All uses must include:
- Proper citation of the original work
- Link to the Creative Commons license
- Indication if changes were made to the original work
- No suggestion that the licensor endorses the user or their use
4. Additional Distribution Rights
Authors may:
- Deposit the published version in institutional repositories
- Share through academic social networks
- Include in books, monographs, or other publications
- Post on personal or institutional websites
Requirement: All additional distributions must maintain the CC BY 4.0 license and proper attribution.
5. Self-Archiving and Pre-Print Sharing
Authors are encouraged to:
- Share pre-prints and post-prints online
- Deposit in subject-specific repositories (e.g., arXiv, bioRxiv)
- Engage in scholarly communication throughout the publication process
6. Open Access Commitment
This journal provides immediate open access to all content, supporting the global exchange of knowledge without financial, legal, or technical barriers.