FACTORS DETERMINING COVID-19 SEVERITY IN MALAYSIA: FROM SOCIAL, ECONOMIC AND ENVIRONMENTAL PERSPECTIVES

Authors

  • Bor Tsong Teh Faculty of Built Environment, UNIVERSITI MALAYA
  • Gabriel Hoh Teck Ling Faculty of Built Environment and Surveying, UNIVERSITI TEKNOLOGI MALAYSIA
  • Noor Hashimah Hashim Lim Faculty of Built Environment, UNIVERSITI MALAYA
  • Pau Chung Leng Faculty of Built Environment and Surveying, UNIVERSITI TEKNOLOGI MALAYSIA

DOI:

https://doi.org/10.21837/pm.v20i24.1209

Keywords:

Malaysia, COVID-19, Social, Economy, Environment

Abstract

This paper attempts to examine the factors affecting the COVID-19 pandemic situation in Malaysia. It investigates three major factors (social, economy and environment). Thirteen States and two Federal Territories of Malaysia were considered; and the data for the attributes of each major factor are derived from the official reports from the Department of Statistics Malaysia. Meanwhile, the infection rate and mortality rate of COVID-19 cases were obtained from the Ministry of Health, Malaysia. Using non-parametric statistical approach, the several interesting results are identified. Firstly, for the social factor, we found that the percentage of non-citizens has a positive relationship with both COVID-19 infection rate and mortality rate. Further, the number of students per teacher have a positive relationship with COVID-19 infection rate. Second, in terms of the economy factor, primary industry has a negative relationship with COVID-19 infection rate. Third, in the matter of social factor, it is found that population density and percentage of high-rise residential unit are positively related with COVID-19 infection rate. The result from this study can provides an insight for policymakers to understand factors contribute on the spread and severity of COVID-19 to informing better mitigation policy and control measures.

Downloads

Download data is not yet available.

References

Asemahagn, M.A. (2020). Factors Determining the Knowledge and Prevention Practice of Healthcare Workers towards COVID-19 in Amhara Region, Ethiopia: A CrossSectional Survey. Tropical Medicine and Health, 48:72. https://doi.org/10.1186/s41182-020-00254-3 DOI: https://doi.org/10.1186/s41182-020-00254-3

Aw, S.B., Teh, B.T., Ling, G.H.T., Leng, P.C., Chan, W.H. & Ahmad, M.H. (2021). The COVID-19 Pandemic Situation in Malaysia: Lessons Learned from the Perspective of Population Density. International Journal of Environmental Research and Public Health, 18(12), 6566. https://doi.org/10.3390/ijerph18126566 DOI: https://doi.org/10.3390/ijerph18126566

Buja, A., Paganini, M., Cocchio, S., Scioni, M., Rebba, V. & Baldo, V. (2020). Demographic and Socio-Economic Factors, and Healthcare Resource Indicators Associated with the Rapid Spread of COVID-19 in Northern Italy: An Ecological Study. PLOS ONE, 15 (12), e0244535. https://doi.org/10.1371/journal.pone.0244535 DOI: https://doi.org/10.1371/journal.pone.0244535

Cao, Z., Tang, F., Chen, C., Zhang, C., Guo, Y., Lin, R., Huang, Z., Teng, Y., Xie, T., Xu, Y., Song, Y., Wu, F., Dong, P., Luo, G., Jiang, Y., Zuo, H., Chen, Y., Sun, L., Shu, Y. & Du, X. (2020). Impact of Systematic Factors on the Outbreak Outcomes of the Novel COVID-19 Disease in China: Factor Analysis Study. Journal of Medical Internet Research, 22(11), e23853. DOI: https://doi.org/10.2196/23853

Clemens, K.S., Matkovic, J., Faasse, K. & Geers, A.L. (2021). The Role of Attitudes, Affect, and Income in Predicting COVID-19 Behavioral Intentions. Frontiers in Psychology, 11:567397. https://doi.org/10.3389/fpsyg.2020.567397 DOI: https://doi.org/10.3389/fpsyg.2020.567397

Dalsania, A.K., Fastiggi, M.J., Kahlam, A., Shah, R., Patel, K., Shiau, S., Rokicki, S. & DallaPiazza, M. (2021). The Relationship Between Social Determinants of Health and Racial Disparities in COVID-19 Mortality. Journal of Racial and Ethnic Health Disparities. https://doi.org/10.1007/s40615-020-00952-y DOI: https://doi.org/10.1007/s40615-020-00952-y

Department of Statistic Malaysia (2019). My Local Stats 2018. Putrajaya: Department of Statistics Malaysia.

Drefahl, S., Wallace, M., Mussino, E., Aradhya, S., Kolk, M., Branden, M., Malmberg, B. & Andersson, G. (2020). A Population-based Cohort Study of Sociodemographic Risk Factors for COVID-19 Deaths in Sweden. Nature Communications, 11:5097. https://doi.org/10.1038/s41467-020-18926-3 DOI: https://doi.org/10.1038/s41467-020-18926-3

Ganasegeran, K., Amar Jamil, M.F., Ch’ng, A.S.H., Looi, I. & Peariasamy, K.M. (2021). Influence of Population Density for COVID-19 Spread in Malaysia: An Ecology Study. International Journal of Environmental Research and Public Health, 18(18), 9866. https://doi.org/10.3390/ijerph18189866 DOI: https://doi.org/10.3390/ijerph18189866

Goh, H.P., Mahari, W.T., Izazie Ahad, N., Chaw, L.L. Kifli, N., Goh, B.H., Yeoh, S.F. & Ming, L.C. (2020). Risk Factors Affecting COVID-19 Case Fatality Rate: A Quantitative Analysis of Top 50 Affected Countries. Progress in Microbes and Molecular Biology, 3(1), a0000171. DOI: https://doi.org/10.36877/pmmb.a0000171

Gunasilan, P. (2020, Jun 27). COVID-19 and Its Effects on Town Planning. The Star. https://www.thestar.com.my/business/business-news/2020/06/27/covid-19-andits-effect-on-town-planning

Johnson, D.P., Ravi, N. & Braneon, C.V. (2021). Spatiotemporal Associations Between Social Vulnerability, Environmental Measurements, and COVID-19 in the Conterminous United States. GeoHealth, 5(8), e2021GH000423. https://doi.org/10.1029/2021GH000423 DOI: https://doi.org/10.1029/2021GH000423

Lim, S.B., Abdul Malek, J., Abdul Rashid, M.F. & Chee, K.Y. (2021). Rethinking Density in Urban Planning: Policy Directions in the Post-COVID-19 Era in Malaysia. Planning Malaysia, 19(2), 1-13. DOI: https://doi.org/10.21837/pm.v19i16.947

Lin, Y., Zhong, P. & Chen, T. (2020). Association Between Socioeconomic Factors and the COVID-19 Outbreak in the 39 Well-Developed Cities of China. Frontiers in Public Health, 8, 546637. https://doi.org/10.3389/fpubh.2020.546637 DOI: https://doi.org/10.3389/fpubh.2020.546637

Ling, G.H.T., Md Suhud, N.A.b., Leng, P.C., Yeo, L.B., Cheng, C.T., Ahmad, M.H.H. & Ak Matusin, A.M.R. (2021). Factors Influencing Asia-Pacific Countries’ Success Level in Curbing COVID-19: A Review Using a Social-Ecological System (SES) Framework. International Journal of Environmental Research and Public Health, 18:1704. https://doi.org/10.3390/ijerph18041704 DOI: https://doi.org/10.3390/ijerph18041704

Ministry of Health Malaysia (2021). COVID-19 Malaysia. https://covid-19.moh.gov.my Knittel, C.R. & Ozaltun, B. What Does and Does Not Correlate With COVID-19 Death Rates. MIT Center for Energy and Environmental Policy Research Working Paper, 2020. http://www.nber.org/papers/w27391

Koh, D. (2020). Migrant Workers and COVID-19. Occupational and Environmental Medicine, 77(9), 634-636. DOI: https://doi.org/10.1136/oemed-2020-106626

Kong, J.D., Tekwa, E.W. & Gignoux-Wolfsohn, S.A. (2021). Social, Economic, and Environmental Factors Influencing the Basic Reproduction Number of COVID-19 Across Countries. PLOS One, 16(6), e0252373. https://doi.org/10.1371/journal.pone.0252373 DOI: https://doi.org/10.1371/journal.pone.0252373

Kuriakose, S. & Tran, T. (2020). Impacts of COVID-19 on Firms in Malaysia: Results from the 1st Round of COVID-19 Business Pulse Survey. World Bank.

Pana, T.A., Bhattacharya, S., Gamble, D.T., Pasdar, Z., Szlachetka, W. A., PerdomoLampignano, J. A., Ewers, K.D., McLernon, D.J. & Myint, P.K. (2021). CountryLevel Determinants of the Severity of the First Global Wave of the COVID-19 Pandemic: An Ecological Study. BMJ Open, 11(2), e042034. DOI: https://doi.org/10.1136/bmjopen-2020-042034

Philips, B., Browne, D.T., Anand, M. & Bauch, C.T. (2020). Model-based Projections for COVID-19 Outbreak Size and Student-days Lost to Closure in Ontario Childcare Centres and Primary Schools. Scientific Reports, 11:6402. https://doi.org/10.1038/s41598-021-85302-6 DOI: https://doi.org/10.1101/2020.08.07.20170407

Rameli, A. (2021, September 21). COVID-19 in Malaysia’s 100 Year-Planning Story: Impact and Tips in Transforming Urban Planning. Seminar presented at the JABT Virtual Professional Talk 2021 of Universiti Teknologi MARA, Perak.

Roy, S. & Gosh, P. (2020). Factors Affecting COVID-19 Infected and Death Rates Inform Lockdown-related Policymaking. PLOS ONE, 15(10), e0241165. https://doi.org/10.1371/journal.pone.0241165 DOI: https://doi.org/10.1371/journal.pone.0241165

Shi, Y., Yu, X., Zhao, Ho., Wang, H., Zhao, R. & Sheng, J. (2020). Host Susceptibility to Severe COVID-19 and Establishment of a Host Risk Score: Findings of 487 cases outside Wuhan. Critical Care, 24: 108. https://doi.org/10.1186/s13054-020-2833-7 DOI: https://doi.org/10.1186/s13054-020-2833-7

Sim, B.L.H., Chidambaram, S.K., Wong, X.C., Pathmanathan, M.D., Peariasamy, K.M., Hor, C.P., Chua, H.J. & Goh, P.P. (2020). Clinical Characteristics and Risk Factors for Severe COVID-19 Infections in Malaysia: A Nationwide Observational Study. The Lancet Regional Health – Western Pacific, 4:100055. https://doi.org/10.1016/j.lanwpc.2020.100055 DOI: https://doi.org/10.1016/j.lanwpc.2020.100055

Smith, T.P., Flaxman, S., Gallinat, A.S., Kinosian, S.P., Stemkovski, M., Unwin, H.J.T., Watson, O.J., Whittaker, C., Cattarino, L., Dorigatti, I., Tristem, M. & Pearse, W.D. (2021). Temperature and Population Density Influence SARS-CoV-2 Transmission in the Absense of Nonpharmaceutical Interventions. Proceedings of the National Academy of Sciences of the United States of America, 118(25) e2019284118. https://doi.org/10.1073/pnas.2019284118 DOI: https://doi.org/10.1073/pnas.2019284118

Soo, W.J. (2020, July 10). Experts: Rethink on Urban Design Much Needed as COVID-19 Reshapes What Malaysians Want, Need. Malay Mail. https://www.malaymail.com/news/malaysia/2020/07/10/experts-rethink-onurban-design-much-needed-as-covid-19-reshapes-what-malay/1883132

Tian, T., Zhang, J., Hu, L., Jiang, Y., Duan, C., Li Z., Wang, X. & Zhang, H. (2021). Risk Factors Associated with Mortality of COVID-19 in 3125 Counties of the United States. Infectious Diseases of Poverty, 10:3. https://doi.org/10.1186/s40249-020-00786-0 DOI: https://doi.org/10.1186/s40249-020-00786-0

Ujang, N. (2021, May 5). Urban Design, COVID-19 Pandemic and Urban Wellbeing. Faculty of Design and Architecture, Universiti Putra Malaysia. https://frsb.upm.edu.my/article/urban_design_covid_19_pandemic_and_urban_wellbeing-61486?L=en

Wang, L., Duan, Y., Zhang, W., Liang, j., Xu, J., Zhang, Y., Wu, C., Xu, Y. & Li, H. (2020). Epidemiologic and Clinical Characteristics of Cases of COVID-19 Arising from Patient-to-Patient Transmission in Liocheng, China. Clinical Epidemiology, 12, 387-391. https://doi.org/10.2147/CLEP.S249903 DOI: https://doi.org/10.2147/CLEP.S249903

Wang, R., Pan, M., Zhang, X., Han, M., Fan, M., Zhao, F., Miao, M., Xu, J., Guan, M., Deng, X., Chen, X. & Shen, L. (2020). Epidemiologic and Clinical Features of 125 Hospitalised Patients with COVID-19 in Fuyang, Anhui, China. International Journal of Infectious Diseases, 95, 421-428.

https://doi.org/10.1016/j.ijid.2020.03.070 DOI: https://doi.org/10.1016/j.ijid.2020.03.070

Wirawan, G.B.S. & Januraga, P.P. (2021). Correlation of Demographics, Healthcare Availability, and COVID-19 Outcomes: Indonesia Ecological Study. Frontiers in Public Health, 9: 605290. https://doi.org/10.3389/fpubh.2021.605290 DOI: https://doi.org/10.3389/fpubh.2021.605290

WHO (World Health Organisation) (2021a). WHO Coronavirus (COVID-19) Dashboard. https://covid19.who.int

WHO (World Health Organisation) (2021b). COVID-19 Weekly Epidemiological Update.

World Bank (2020). Global Economic Prospects. Washington: The World Bank.

You, H., Wu, X. & Guo, X. (2020). Distribution of COVID-19 Morbidity Rate in Association with Social and Economic Factors in Wuhan, China: Implications for Urban Development. International Journal of Environmental Research and Public Health, 17(10), 3417. https://doi.org/10.3390/ijerph17103417 DOI: https://doi.org/10.3390/ijerph17103417

Downloads

Published

2022-12-10

How to Cite

Teh, B. T., Ling, G. H. T., Lim, N. H. H., & Leng, P. C. (2022). FACTORS DETERMINING COVID-19 SEVERITY IN MALAYSIA: FROM SOCIAL, ECONOMIC AND ENVIRONMENTAL PERSPECTIVES. PLANNING MALAYSIA, 20(24). https://doi.org/10.21837/pm.v20i24.1209

Most read articles by the same author(s)