Student: Long Khuong
Mobility restriction is one of the primary policies implemented to mitigate the spread of the COVID-19 pandemic. However, its effectiveness remains a topic of debate. In this project, we aim to investigate the impact of mobility restrictions on the spread of COVID-19 in the U.S. The analysis took into account several factors, such as government responses to COVID-19 and vaccination.
We found that, during the pre-vaccination period, mobility was positively associated with the spread of COVID-19, suggesting that mobility restrictions could potentially reduce the spread of COVID-19. However, in the post-vaccination period, this relationship reversed. The optimal lag effects of mobility were between 12 to 15 days during pre-vaccine period. Sensitivity analyses indicated that the effects of mobility restrictions during the pre-vaccine period were consistent, but not for the post-vaccine period.
Further research is necessary to explore the impact of mobility restrictions during the later period, requiring more comprehensive individual-level data, particularly on self-protection behaviors.
This repository contains files for my final project, including
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final_project_LongKhuong.qmd: Quarto markdown file contains all the codes I used for the project.
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final_project_LongKhuong.html: HTML output (please click on the link provided here if you want to read the file directly without downloading)
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references.bib
: bibliography management file
Since the data used in this project are quite heavy, I can not push them to this repo, but you can download them directly from the original links below.
Dataset | Temporal coverage | Source |
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COVID cases | Jan 2020-present | usafacts.org |
Google Mobility | Feb 2020-present | google.com |
Vaccination and Government response | Jan 2020-present | ourworldindata.org |