PANDEMIC’S IMPACT ON BURSA MALAYSIA SECTORS: A COMPREHENSIVE STUDY UTILIZING OLSM AND ESM

Authors

  • Chee Kher Sin Institute of Actuarial Science and Data Analytics, UCSI University, 56000 Cheras, Kuala Lumpur, Malaysia
  • Chew Suet Ting Institute of Actuarial Science and Data Analytics, UCSI University, 56000 Cheras, Kuala Lumpur, Malaysia
  • Nor Aziyatul Izni Centre of Foundation Studies, Universiti Teknologi MARA, Cawangan Selangor, Kampus Dengkil, 43800 Dengkil, Selangor, Malaysia
  • Aeshah Mohd Ali Department of Marketing, Faculty of Business and Management, UCSI University, 56000 Cheras, Kuala Lumpur, Malaysia
  • Nur Ilyana Ismarau Tajuddin Tamhidi Centre, Universiti Sains Islam Malaysia, 71800 Nilai, Negeri Sembilan, Malaysia
  • Saufianim Jana Aksah Centre of Foundation Studies, Universiti Teknologi MARA, Cawangan Selangor, Kampus Dengkil, 43800 Dengkil, Selangor, Malaysia
  • Chin Jia Hou Department of Mathematical and Actuarial Sciences, Lee Kong Chian Faculty of Engineering and Science, Universiti Tunku Abdul Rahman, 43000 Kajang, Selangor, Malaysia

DOI:

https://doi.org/10.46754/jmsi.2024.06.004

Keywords:

OLSM, ESM, Bursa Malaysia, COVID-19, Stock Market

Abstract

The pandemic has the potential to induce significant stock market volatility as a consequence of investor decisions, while movement restrictions may force the closure of many small-to-medium enterprises (SMEs). Despite this, there is a noticeable absence of comprehensive perspectives on the pandemic's impact across all sectors in Bursa Malaysia. Consequently, this paper endeavors to scrutinize the sector within Bursa Malaysia most profoundly affected by Covid-19. Employing the Ordinary Least Squares method (OLSM) method and the Event Study Method (ESM), the study compares stock returns and risks. The independent variables encompass daily counts of Covid-19 cases and deaths in three countries—Malaysia, the United States, and China—as well as the Brent oil price. The study focuses on 13 sectorial indices, including construction, consumer products, energy, finance, healthcare, industrial products, plantations, property, real estate investment trusts, technology, telecommunications and media, transportation and logistics, and utilities. Utilizing the ESM, the study investigates the daily average return, abnormal return, and expected return of each sector to gauge the impact of Covid-19. Historical data from March 18 to May 3 over three years (2019 to 2021) is employed. Results indicate that an increase in Covid-19 cases in Malaysia correlates with a decrease in the performance of these 13 sectors. Consequently, this study contributes to enhancing investor comprehension of sectorial indices' volatility and significance during the pandemic, aiding them in monitoring sectoral performance in the securities market.

References

N., Petrosillo, G., Viceconte, O., Ergonul, G., Ippolito, & E., Petersen. (2020). COVID-19, SARS and MERS: Are they closely related? Clinical Microbiology and Infection, 26(6), 729-734. https://doi.org/10.1016/j.cmi.2020.03.026 DOI: https://doi.org/10.1016/j.cmi.2020.03.026

N. A., Ramdhan, N., Mohammad, N. L. M., Yousop, Z., Ahmad, Z., Sipon, & N. M. H., Abdullah. (2021). The COVID-19 dashboard sector specific impact: Malaysia financial, consumer products and health care services. International Journal of Academic Research in Accounting, Finance and Management Sciences, 11(1), 327-337. http://dx.doi.org/10.6007/IJARAFMS/v11-i1/9244 DOI: https://doi.org/10.6007/IJARAFMS/v11-i1/9244

M. M., Alam, H., Wei, & A. N. M. Wahid (2020). COVID-19 outbreak and sectoral performance of the Australian stock market: An event study analysis. Australian Economic Papers, 60(3), 482-495. https://doi.org/10.1111/1467-8454.12215 DOI: https://doi.org/10.1111/1467-8454.12215

D. Jasuja, & P., Sharma (2020). Anticipation of consequences & sectoral impact of COVID-19 – An Indian outlook. XV National Conference on Sustainable Management Practices & Economic Slowdown in India, 2020 (pp. 1-26). https://dx.doi.org/10.2139/ssrn.3626278 DOI: https://doi.org/10.2139/ssrn.3626278

G., Wong (2008). Has SARS infected the property market? Evidence from Hong Kong. Journal of Urban Economics, 63(1), 74-95. https://doi.org/10.1016/j.jue.2006.12.007 DOI: https://doi.org/10.1016/j.jue.2006.12.007

A., Siu, & Y. C. R., Wong (2004). Economic impact of SARS: The case of Hong Kong. Asian Economic Papers, 3(1), 62-83. https://doi.org/10.1162/1535351041747996 DOI: https://doi.org/10.1162/1535351041747996

S., Mittal, & D., Sharma (2021). The impact of COVID-19 on stock returns of the Indian healthcare and pharmaceutical sector. Australasian Accounting, Business and Finance Journal, 15(1), 5-21. http://dx.doi.org/10.14453/aabfj.v15i1.2 DOI: https://doi.org/10.14453/aabfj.v15i1.2

V. K. S., Liew, & C. H., Puah (2020). Chinese stock market sectoral indices performance in the time of novel coronavirus pandemic (Pre-print). Research Square, 2020.

Z. H., Orhan, & N., Rirman (2020). Analysis of the impact of COVID-19 on different sectors in Turkey during early periods of the pandemic. Journal of Business Research-Turk, 12(2), 2312-2326. https://doi.org/10.20491/isarder.2020.978 DOI: https://doi.org/10.20491/isarder.2020.978

N., Fernandes (2020). Economic effects of coronavirus outbreak (COVID-19) on the world economy. IESE Business School Working Paper No. WP-1240-E (pp. 1-32). https://dx.doi.org/10.2139/ssrn.3557504 DOI: https://doi.org/10.2139/ssrn.3557504

H., Liu, A., Manzoor, C. Y., Wang, L., Zhang, & Z., Manzoor (2020). The COVID-19 outbreak and affected countries stock markets response. International Journal of Environmental Research and Public Health, 17(8), 2800. https://doi.org/10.3390/ijerph17082800 DOI: https://doi.org/10.3390/ijerph17082800

F., Zeren, & A., Hizarci (2020). The impact of COVID-19 on stock markets: Evidence from selected countries. Bulletin of Accounting and Finance Reviews, 3(1), 78-84. https://doi.org/10.32951/mufider.706159 DOI: https://doi.org/10.32951/mufider.706159

C. D., Utomo, & D., Hanggraeni (2021). The impact of COVID-19 pandemic on stock market performance in Indonesia. The Journal of Asian Finance, Economics and Business, 8(5), 777-784. https://doi.org/10.13106/jafeb.2021.vol8.no5.0777

T. A., Kusumahadi, & F. C., Permana (2021). Impact of COVID-19 on global stock market volatility. Journal of Economic Integration, 36(1), 20-45. https://www.jstor.org/stable/26985574 DOI: https://doi.org/10.11130/jei.2021.36.1.20

M., Hatmanu, & C., Cautisanu (2021). The impact of COVID-19 pandemic on stock market: Evidence from Romania. International Journal of Environment Research Public Health, 18(17), 9315. https://doi.org/10.3390/ijerph18179315 DOI: https://doi.org/10.3390/ijerph18179315

O., Ozkan (2021). Impact of COVID-19 on stock market efficiency: Evidence from developed countries. Research in International Business and Finance, 58, 101445, https://doi.org/10.1016/j.ribaf.2021.101445 DOI: https://doi.org/10.1016/j.ribaf.2021.101445

D., Bora, & D., Basistha (2021). The outbreak of COVID-19 pandemic and its impact on stock market volatility: Evidence from a worst-affected economy. Journal of Public Affairs: An International Journal, 21(4), e2623. https://doi.org/10.1002/pa.2623 DOI: https://doi.org/10.1002/pa.2623

L. A., Gil-Alana, & G., Claudio-Quiroga (2020). The COVID-19 impact on the Asian stock markets. Asian Economics Letters, 1(2), 1-4. https://doi.org/10.46557/001c.17656 DOI: https://doi.org/10.46557/001c.17656

Wikipedia (n.d.). Rate of return. Wikipedia, The Free Encyclopedia. Accessed by 16 February 2024 from https://en.wikipedia.org/w/index.php?title=Rate_of_return&oldid=1199084106

Fervent (n.d.). The Capital Asset Pricing Model (CAPM) explained. Fervent. https://www. ferventlearning.com/capital-asset-pricing-model/ (accessed February 16, 2024).

Wikipedia (n.d.). Abnormal return. Wikipedia, The Free Encyclopedia. Accessed 16 February 2024 from https://en.wikipedia.org/w/index.php?title=Abnormal_return&oldid=1084516826

Downloads

Published

22-06-2024