Exploring and evaluating the impact of COVID-19 on mobility changes in Singapore

This paper analyzes the changes in mobility trends due to the impact of the COVID-19 pandemic in Singapore in the six different sectors: Retail and Recreation, Grocery and Pharmacy, Parks, Transit Stations, Workplaces and Residential. The period of observation is from 15 February 2020 to 18 August 2...

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Main Authors: GUNAWAN, Aldy, TRAN, Linh Chi, TAN, Kar Way, WANG, I-Lin
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2022
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Online Access:https://ink.library.smu.edu.sg/sis_research/7176
https://ink.library.smu.edu.sg/context/sis_research/article/8179/viewcontent/Exploring_and_Evaluating_the_Impact_of_COVID_19_on_Mobility_Changes_in_Singapore_.pdf
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spelling sg-smu-ink.sis_research-81792023-08-04T03:36:51Z Exploring and evaluating the impact of COVID-19 on mobility changes in Singapore GUNAWAN, Aldy TRAN, Linh Chi TAN, Kar Way WANG, I-Lin This paper analyzes the changes in mobility trends due to the impact of the COVID-19 pandemic in Singapore in the six different sectors: Retail and Recreation, Grocery and Pharmacy, Parks, Transit Stations, Workplaces and Residential. The period of observation is from 15 February 2020 to 18 August 2021. The observed patterns obtained from the descriptive data analysis sheds light on the effectiveness of social distancing measures in Singapore as well as the level of compliance among the country’s residents. Correlation analysis is used to explore the relationship between different sectors during the pandemic period. The results reveal a strong sense of compliance with government policies and personal responsibility to social distance. We establish that the Transit Stations Sector, and Retail and Recreation Sector are two of the most sensitive sectors to mobility changes, while Grocery and Pharmacy Sector is the most unaffected one as it is considered as a necessity during the pandemic. 2022-03-01T08:00:00Z text application/pdf https://ink.library.smu.edu.sg/sis_research/7176 https://ink.library.smu.edu.sg/context/sis_research/article/8179/viewcontent/Exploring_and_Evaluating_the_Impact_of_COVID_19_on_Mobility_Changes_in_Singapore_.pdf http://creativecommons.org/licenses/by-nc-nd/4.0/ Research Collection School Of Computing and Information Systems eng Institutional Knowledge at Singapore Management University COVID-19 Singapore mobility social distancing measures descriptive statistics correlation analysis Asian Studies Databases and Information Systems Health Information Technology Public Health
institution Singapore Management University
building SMU Libraries
continent Asia
country Singapore
Singapore
content_provider SMU Libraries
collection InK@SMU
language English
topic COVID-19
Singapore
mobility
social distancing measures
descriptive statistics
correlation analysis
Asian Studies
Databases and Information Systems
Health Information Technology
Public Health
spellingShingle COVID-19
Singapore
mobility
social distancing measures
descriptive statistics
correlation analysis
Asian Studies
Databases and Information Systems
Health Information Technology
Public Health
GUNAWAN, Aldy
TRAN, Linh Chi
TAN, Kar Way
WANG, I-Lin
Exploring and evaluating the impact of COVID-19 on mobility changes in Singapore
description This paper analyzes the changes in mobility trends due to the impact of the COVID-19 pandemic in Singapore in the six different sectors: Retail and Recreation, Grocery and Pharmacy, Parks, Transit Stations, Workplaces and Residential. The period of observation is from 15 February 2020 to 18 August 2021. The observed patterns obtained from the descriptive data analysis sheds light on the effectiveness of social distancing measures in Singapore as well as the level of compliance among the country’s residents. Correlation analysis is used to explore the relationship between different sectors during the pandemic period. The results reveal a strong sense of compliance with government policies and personal responsibility to social distance. We establish that the Transit Stations Sector, and Retail and Recreation Sector are two of the most sensitive sectors to mobility changes, while Grocery and Pharmacy Sector is the most unaffected one as it is considered as a necessity during the pandemic.
format text
author GUNAWAN, Aldy
TRAN, Linh Chi
TAN, Kar Way
WANG, I-Lin
author_facet GUNAWAN, Aldy
TRAN, Linh Chi
TAN, Kar Way
WANG, I-Lin
author_sort GUNAWAN, Aldy
title Exploring and evaluating the impact of COVID-19 on mobility changes in Singapore
title_short Exploring and evaluating the impact of COVID-19 on mobility changes in Singapore
title_full Exploring and evaluating the impact of COVID-19 on mobility changes in Singapore
title_fullStr Exploring and evaluating the impact of COVID-19 on mobility changes in Singapore
title_full_unstemmed Exploring and evaluating the impact of COVID-19 on mobility changes in Singapore
title_sort exploring and evaluating the impact of covid-19 on mobility changes in singapore
publisher Institutional Knowledge at Singapore Management University
publishDate 2022
url https://ink.library.smu.edu.sg/sis_research/7176
https://ink.library.smu.edu.sg/context/sis_research/article/8179/viewcontent/Exploring_and_Evaluating_the_Impact_of_COVID_19_on_Mobility_Changes_in_Singapore_.pdf
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