Comparing the behaviour of Malaysian financial sector stocks of pre and during the coronavirus outbreak using correlation

The severe and protracted effects of the COVID-19 epidemic pose a significant threat to the economy and the stability of the financial system. It destabilizes the economy and impacts the stock market. We can use the correlation between the stocks to explore the behavior of the stock market, particul...

Full description

Saved in:
Bibliographic Details
Main Authors: Bahari, Nurun Najwa, Muhd Azzimi, Nur Syaza, Ismail, Munira, Bahaludin, Hafizah, Abdul Razak, Fatimah
Format: Proceeding Paper
Language:English
English
Published: AIP Publishing 2024
Subjects:
Online Access:http://irep.iium.edu.my/114676/1/114676_Comparing%20the%20behaviour%20of%20Malaysian%20financial%20sector.pdf
http://irep.iium.edu.my/114676/7/114676_Comparing%20the%20behaviour%20of%20Malaysian%20financial%20sector_SCOPUS.pdf
http://irep.iium.edu.my/114676/
https://pubs.aip.org/aip/acp/article-abstract/3150/1/030012/3312401/Comparing-the-behaviour-of-Malaysian-financial?redirectedFrom=fulltext
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: Universiti Islam Antarabangsa Malaysia
Language: English
English
id my.iium.irep.114676
record_format dspace
spelling my.iium.irep.1146762024-10-23T09:40:44Z http://irep.iium.edu.my/114676/ Comparing the behaviour of Malaysian financial sector stocks of pre and during the coronavirus outbreak using correlation Bahari, Nurun Najwa Muhd Azzimi, Nur Syaza Ismail, Munira Bahaludin, Hafizah Abdul Razak, Fatimah QA Mathematics The severe and protracted effects of the COVID-19 epidemic pose a significant threat to the economy and the stability of the financial system. It destabilizes the economy and impacts the stock market. We can use the correlation between the stocks to explore the behavior of the stock market, particularly for 50 companies in the financial sector before (2019) and during COVID-19 (2020). The relationship of stocks correlation can be described by the price movement of the stocks. A positive correlation indicate that prices of the stocks are moving in tandem. Meanwhile, negative correlations imply that the price of the stocks are moving in opposite directions. In 2019 before COVID-19 hits, the heatmap of the correlations between the stocks show more negative correlations. Much stronger positive correlations were found in 2020 during COVID-19. It is also found that the banks listed in the financial sector in Bursa Malaysia have a strong positive correlation up to 0.6 during COVID-19. The banks are really important to the financial sector as a capital buffer and financial intermediary specifically during the financial crisis. Hopefully, the results of this study can help investors better understand the impact of COVID-19 on the financial sector in Malaysia. AIP Publishing 2024-09-13 Proceeding Paper PeerReviewed application/pdf en http://irep.iium.edu.my/114676/1/114676_Comparing%20the%20behaviour%20of%20Malaysian%20financial%20sector.pdf application/pdf en http://irep.iium.edu.my/114676/7/114676_Comparing%20the%20behaviour%20of%20Malaysian%20financial%20sector_SCOPUS.pdf Bahari, Nurun Najwa and Muhd Azzimi, Nur Syaza and Ismail, Munira and Bahaludin, Hafizah and Abdul Razak, Fatimah (2024) Comparing the behaviour of Malaysian financial sector stocks of pre and during the coronavirus outbreak using correlation. In: 5th International Conference on Mathematical Sciences (ICMS5), 16th - 17th May 2023, Bangi, Selangor, Malaysia. https://pubs.aip.org/aip/acp/article-abstract/3150/1/030012/3312401/Comparing-the-behaviour-of-Malaysian-financial?redirectedFrom=fulltext 10.1063/5.0228321
institution Universiti Islam Antarabangsa Malaysia
building IIUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider International Islamic University Malaysia
content_source IIUM Repository (IREP)
url_provider http://irep.iium.edu.my/
language English
English
topic QA Mathematics
spellingShingle QA Mathematics
Bahari, Nurun Najwa
Muhd Azzimi, Nur Syaza
Ismail, Munira
Bahaludin, Hafizah
Abdul Razak, Fatimah
Comparing the behaviour of Malaysian financial sector stocks of pre and during the coronavirus outbreak using correlation
description The severe and protracted effects of the COVID-19 epidemic pose a significant threat to the economy and the stability of the financial system. It destabilizes the economy and impacts the stock market. We can use the correlation between the stocks to explore the behavior of the stock market, particularly for 50 companies in the financial sector before (2019) and during COVID-19 (2020). The relationship of stocks correlation can be described by the price movement of the stocks. A positive correlation indicate that prices of the stocks are moving in tandem. Meanwhile, negative correlations imply that the price of the stocks are moving in opposite directions. In 2019 before COVID-19 hits, the heatmap of the correlations between the stocks show more negative correlations. Much stronger positive correlations were found in 2020 during COVID-19. It is also found that the banks listed in the financial sector in Bursa Malaysia have a strong positive correlation up to 0.6 during COVID-19. The banks are really important to the financial sector as a capital buffer and financial intermediary specifically during the financial crisis. Hopefully, the results of this study can help investors better understand the impact of COVID-19 on the financial sector in Malaysia.
format Proceeding Paper
author Bahari, Nurun Najwa
Muhd Azzimi, Nur Syaza
Ismail, Munira
Bahaludin, Hafizah
Abdul Razak, Fatimah
author_facet Bahari, Nurun Najwa
Muhd Azzimi, Nur Syaza
Ismail, Munira
Bahaludin, Hafizah
Abdul Razak, Fatimah
author_sort Bahari, Nurun Najwa
title Comparing the behaviour of Malaysian financial sector stocks of pre and during the coronavirus outbreak using correlation
title_short Comparing the behaviour of Malaysian financial sector stocks of pre and during the coronavirus outbreak using correlation
title_full Comparing the behaviour of Malaysian financial sector stocks of pre and during the coronavirus outbreak using correlation
title_fullStr Comparing the behaviour of Malaysian financial sector stocks of pre and during the coronavirus outbreak using correlation
title_full_unstemmed Comparing the behaviour of Malaysian financial sector stocks of pre and during the coronavirus outbreak using correlation
title_sort comparing the behaviour of malaysian financial sector stocks of pre and during the coronavirus outbreak using correlation
publisher AIP Publishing
publishDate 2024
url http://irep.iium.edu.my/114676/1/114676_Comparing%20the%20behaviour%20of%20Malaysian%20financial%20sector.pdf
http://irep.iium.edu.my/114676/7/114676_Comparing%20the%20behaviour%20of%20Malaysian%20financial%20sector_SCOPUS.pdf
http://irep.iium.edu.my/114676/
https://pubs.aip.org/aip/acp/article-abstract/3150/1/030012/3312401/Comparing-the-behaviour-of-Malaysian-financial?redirectedFrom=fulltext
_version_ 1814042702367424512