Effects of the Singapore government's intervention on the spread of COVID-19: an econometric approach
This paper seeks to combine various important government intervention policies to analyse the effects and identify the significant intervention determinant that affects the (i) domestic COVID-19 infection and (ii) COVID-19-related ICU admittance. There is currently a lack of existing literature atte...
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2022
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sg-ntu-dr.10356-1567572023-03-05T15:46:09Z Effects of the Singapore government's intervention on the spread of COVID-19: an econometric approach Tay, Alvyn Jun Le Tan, Joyce Hui Ling Tan, Eric Wei Jie Wang Wei-Siang School of Social Sciences WSWANG@ntu.edu.sg Social sciences::Economic theory This paper seeks to combine various important government intervention policies to analyse the effects and identify the significant intervention determinant that affects the (i) domestic COVID-19 infection and (ii) COVID-19-related ICU admittance. There is currently a lack of existing literature attempting to combine multiple intervention strategies utilising data from both non-pharmaceutical interventions (NPIs) and pharmaceutical interventions (PIs) to identify the most prevalent measure affecting the spread of COVID-19. Hence, this study attempts to bridge the abovementioned research gap by using the following policy measures: Dose 1, Dose 2, Booster, Safe Management Measures (SMM), Vaccinated-Differentiated Safe Management Measures (VDS) and Home Recovery Programme (HRP). Using daily data from 7 April 2020 to 31 December 2021 gathered from the Ministry of Health and Government of Singapore database, our empirical evidence identified stringent NPI policies and high percentage of population that have completed two doses to have significant and negative impact on infections and ICU admittance due to COVID-19. While relaxed NPI polices have significant and positive impact on infections and ICU admittance due to COVID-19. The findings demonstrate the success of the Singapore government’s efforts in encouraging a high vaccination rate in our population and identified that despite the gradual relaxation of restriction measures, being fully vaccinated with 2 doses reduces the number of COVID-19 infections and remains a vital factor. The first policy implication of our findings encourages governments of countries (which still have low rates of vaccination) with the need to step up their measures in encouraging vaccination, while the second policy implication informs policymakers not to downplay the spike of infections that come from relaxation of NPIs. Bachelor of Social Sciences in Economics 2022-04-23T11:44:12Z 2022-04-23T11:44:12Z 2022 Final Year Project (FYP) Tay, A. J. L., Tan, J. H. L. & Tan, E. W. J. (2022). Effects of the Singapore government's intervention on the spread of COVID-19: an econometric approach. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/156757 https://hdl.handle.net/10356/156757 en application/pdf Nanyang Technological University |
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Social sciences::Economic theory Tay, Alvyn Jun Le Tan, Joyce Hui Ling Tan, Eric Wei Jie Effects of the Singapore government's intervention on the spread of COVID-19: an econometric approach |
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This paper seeks to combine various important government intervention policies to analyse the effects and identify the significant intervention determinant that affects the (i) domestic COVID-19 infection and (ii) COVID-19-related ICU admittance. There is currently a lack of existing literature attempting to combine multiple intervention strategies utilising data from both non-pharmaceutical interventions (NPIs) and pharmaceutical interventions (PIs) to identify the most prevalent measure affecting the spread of COVID-19. Hence, this study attempts to bridge the abovementioned research gap by using the following policy measures: Dose 1, Dose 2, Booster, Safe Management Measures (SMM), Vaccinated-Differentiated Safe Management Measures (VDS) and Home Recovery Programme (HRP). Using daily data from 7 April 2020 to 31 December 2021 gathered from the Ministry of Health and Government of Singapore database, our empirical evidence identified stringent NPI policies and high percentage of population that have completed two doses to have significant and negative impact on infections and ICU admittance due to COVID-19. While relaxed NPI polices have significant and positive impact on infections and ICU admittance due to COVID-19. The findings demonstrate the success of the Singapore government’s efforts in encouraging a high vaccination rate in our population and identified that despite the gradual relaxation of restriction measures, being fully vaccinated with 2 doses reduces the number of COVID-19 infections and remains a vital factor. The first policy implication of our findings encourages governments of countries (which still have low rates of vaccination) with the need to step up their measures in encouraging vaccination, while the second policy implication informs policymakers not to downplay the spike of infections that come from relaxation of NPIs. |
author2 |
Wang Wei-Siang |
author_facet |
Wang Wei-Siang Tay, Alvyn Jun Le Tan, Joyce Hui Ling Tan, Eric Wei Jie |
format |
Final Year Project |
author |
Tay, Alvyn Jun Le Tan, Joyce Hui Ling Tan, Eric Wei Jie |
author_sort |
Tay, Alvyn Jun Le |
title |
Effects of the Singapore government's intervention on the spread of COVID-19: an econometric approach |
title_short |
Effects of the Singapore government's intervention on the spread of COVID-19: an econometric approach |
title_full |
Effects of the Singapore government's intervention on the spread of COVID-19: an econometric approach |
title_fullStr |
Effects of the Singapore government's intervention on the spread of COVID-19: an econometric approach |
title_full_unstemmed |
Effects of the Singapore government's intervention on the spread of COVID-19: an econometric approach |
title_sort |
effects of the singapore government's intervention on the spread of covid-19: an econometric approach |
publisher |
Nanyang Technological University |
publishDate |
2022 |
url |
https://hdl.handle.net/10356/156757 |
_version_ |
1759856895703646208 |