Abstract :
Although there has been an enormous scientific attempt to understand the transmission of COVID‐19, there are many knowledge gaps yet to be filled. This study aims to investigate the role of socioeconomic level and government response in the spread of COVID-19. The socioeconomic level is represented by gross domestic product, population density, and multidimensional poverty index. Meanwhile, government policies are characterized by a stringency index, and the incidence rate represents the spread of COVID. Using a sample of 10 ASEAN countries, from March 28, 2020, to July 30, 2021, the results show a positive relationship between socioeconomic level and the incidence rate of COVID-19 in communities, meaning socioeconomic factors are the determinant of the incidence rate of COVID-19. In addition, there is a significant negative relationship between the stringency index and the incidence rate, revealing that the more stringent policy was, the less COVID spread.
Keywords :
ASEAN, COVID-19 Spread, Government Response, Socioeconomic Level.References :
- Y. Li, T. C. Hannah, J. R. Durbin, N. Dreher, F. M. McAuley, N. F. Marayati, Z. Spiera, M. Ali, A. Gometz, J. Kostman and T. F. Choudhri, “Multivariate Analysis of Black Race and Environmental Temperature on COVID-19 in the US,” The American Journal of The Medical Sciences, vol. 360, no. 4, 2020.
- Li, Y. Wang, P. Cong and X. Zou, “Re-examination of the impact of some non-pharmaceutical interventions and media coverage on the COVID-19 outbreak in Wuhan,” Infectious Disease Modelling, vol. 6, pp. 975-987, 2021.
- W. Kulohoma, “COVID-19 risk factors: The curious case of Africa’s governance and preparedness,” Scientific African, vol. 13, p. e00948, 2021.
- Yu, X. Chen, S. Rich, Q. Mo and H. Yan, “Dynamics of the coronavirus disease 2019 (COVID-19) epidemic in Wuhan City, Hubei Province and China: a second derivative analysis of the cumulative daily diagnosed cases during the first 85 days,” Global Health Journal, vol. 5, pp. 4-11, 2021.
- Bhunu, S. Mushayabasa and . R. Smith, “Assessing the effects of poverty in tuberculosis transmission dynamics,” Applied Mathematical Modelling, vol. 36, p. 4173–4185, 2012.
- Phiri, S. Salekin, V. R. Nyirenda, M. Simwanda, M. Ranagalage and Y. Murayama, “Spread of COVID-19 in Zambia: An assessment of environmental and socioeconomic factors using a classification tree approach,” Scientific African, vol. 12, p. e00827, 2021.
- Benita and F. G.-. Sanchez, “The main factors influencing COVID-19 spread and deaths in Mexico: A comparison between phases I and II,” Applied Geography, vol. 134, p. 102523, 2021.
- R. Mashrur, A. D. Roy , A. P. Chhoan, S. Sarker, A. Saha, . S. N. Hasan and S. Saha, “Impact of demographic, environmental, socioeconomic, and government intervention on the spreading of COVID-19,” Clinical Epidemiology and Global Health, vol. 12, p. 100811, 2021.
- Torrisi, “COVID: everything is better when everything is worse? A comparative analysis of testing, death rate and life expectancy across Italian regions,” Regional Studies, Regional Science, vol. 7, no. 1, pp. 463-475, 2020.
- -W. Wang, J. Gao, X.-X. Song, J. Huang, H. Wang, X.-L. Wu, Q.-F. Yuan, X.-S. Li, F. Cheng and Y. Cheng, “Fangcang shelter hospitals are a One Health approach for responding to the COVID-19 outbreak in Wuhan, China,” One Health, vol. 10, p. 100167, 2020.
- Aycock and X. Chen, “Levels of economic developement and the spread of coronavirus disease 2019 (COVID-19) in 50 U.S. states and territories and 28 European countries: an association analysis of aggregated data,” Global Health Journal, vol. 5, pp. 24-30, 2021.
- -D. Chen, “Effects of ambient temperature and humidity on droplet lifetime – A perspective of exhalation sneeze droplets with COVID-19 virus transmission,” International Journal of Hygiene and Environmental Health, vol. 229, p. 113568, 2020.
- A. Mobin, M. Mahi, M. K. Hassan, M. Habib, S. Akter and T. Hassan, “An analysis of COVID‐19 and WHO global research roadmap: knowledge mapping and future research agenda,” Eurasian Economic Review, 2021.
- Ehsanifar, “Airborne aerosols particles and COVID-19 transition,” Environmental Research, vol. 200, p. 111752, 2021.
- [15] R. Hossain, S. Chakma, F. Tasnim and Z. Zahra, “Socio-economic predictors of public understanding of the COVID-19 pandemic,” Heliyon, vol. 7, p. e07255, 2021.
- Zarei , K. Rahimi , K. Hassanzadeh, M. Abdi, V. Hosseini, A. Fathi and K. Kakaei, “From the environment to the cells: An overview on pivotal factors which affect spreading and infection in COVID-19 pandemic,” Environmental Research, vol. 201, p. 111555, 2021.
- Kadi and M. Khelfaoui, “Population density, a factor in the spread of COVID-19 in Algeria: statistic study,” Bulletin of the National Research Centre, vol. 44, no. 1, p. 138, 2020.
- Jamsheela, “A Study of the Correlation between the Dates of the First Covid Case and the First Covid Death of 25 Selected Countries to know the Virulence of the Covid-19 in Different Tropical Conditions,” Ethics, Medicine and Public Health, vol. 19, p. 100707, 2021.
- J. J. Welfens, “Macroeconomic and health care aspects of the coronavirus epidemic: EU, US and global perspectives,” International Economics and Economic Policy, pp. 1-68, 2020.
- Nguimkeu and S. Tadadjeu, “Why is the number of COVID-19 cases lower than expected in Sub-Saharan Africa? A cross-sectional analysis of the role of demographic and geographic factors,” World Development, vol. 138, p. 105251, 2021.
- Mo, X. Chen, B. Yu and Z. Ma, “Levels of economic growth and cross-province spread of the COVID-19 in China,” J Epidemiol Community Health, 2021.
- Li, J. Tian, F. Yang, L. Lv, J. Yu, G. Sun, Y. Ma, X. Yang and J. Ding, “Clinical characteristics of 225 patients with COVID-19 in a tertiary Hospital near Wuhan, China,” Journal of Clinical Virology, vol. 127, p. 104363, 2020.
- H. Ali and R. Keil, “Global Cities and the Spread of Infectious Disease: The Case of Severe Acute Respiratory Syndrome (SARS) in Toronto, Canada,” Urban Studies, vol. 43, no. 3, pp. 491-509, 2006.
- H. Cespedes, Y. A. G. Gómez, S. Ruggeri and T. M. Henao-Cespedes, “Relationship analysis between the spread of COVID-19 and the multidimensional poverty index in the city of Manizales, Colombia,” The Egyptian Journal of Remote Sensing and Space Sciences, vol. 25, p. 197–204, 2022.
- Bo, F. Gaoke, C. Dedong, C. Yuli, Q. Li, L. Wei, W. Zhongyuan and S. Xuan, “Epidemiological and clinical characteristics of 214 families with COVID-19 in Wuhan, China,” International Journal of Infectious Diseases, vol. 105, pp. 113-119, 2021.
- Qiu, X. Chen and W. Shi, “Impacts of social and economic factors on the transmission of coronavirus disease 2019 (COVID-19) in China,” Journal of Population Economics, vol. 33, p. 1127–1172, 2020.
- Zhang, L. Kong, H. Lin and G. Zhu, “Modeling coupling dynamics between the transmission, intervention of COVID-19 and economic development,” Results in Physics, vol. 28, p. 104632, 2021.