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Massachusetts Institute of Technology

Measuring the COVID-19 Shock from Outer Space: Local Economic Vibrancy in 15 Global Cities

Abstract

dc:description.abstract

The objectives of this thesis project are: (1) how to use nightlight data to track changing patterns of economic activities within cities worldwide, and (2) examine intra-city spatial consequences of the COVID-19 pandemic and whether these patterns differ across them. Informed by existing literature, I propose a cluster analysis using two groups, residential activities and work and play activities, to further understand the local consequences of the COVID-19 pandemic. Using Geographic Information Systems (GIS) and Graph Theory, I create metrics to compare the impact across several cities worldwide. The results of this thesis indicate that the work and play activities were more affected than the residential activities. However, this impact was not evenly distributed spatially.

Degree

thesis:*
Name thesis:degree_name
Master
Department dc:contributor.department
Massachusetts Institute of Technology. Department of Urban Studies and Planning
Grantor dc:publisher
Massachusetts Institute of Technology
Year dc:date.issued
2021

Author and committee

dc:creator, dc:contributor.*
Author dc:creator
  • Williams, Matías
Advisor dc:contributor.advisor
  • Zheng, Siqi

Rights

dc:rights
Statement dc:rights
  • In Copyright - Educational Use Permitted
  • Copyright retained by author(s)

Identifiers

dc:identifier.*
Handle dc:identifier.uri
https://hdl.handle.net/1721.1/139973
OAI identifier oai:identifier
oai:dspace.mit.edu:1721.1/139973

Chain of custody

source
Harvested from
MIT
Base URL
dspace.mit.edu/oai/request
Last updated
2026-07-22
Source record
OAI-PMH GetRecord
related terms
citation

Williams, Matías. Measuring the COVID-19 Shock from Outer Space: Local Economic Vibrancy in 15 Global Cities. Massachusetts Institute of Technology, 2021. https://hdl.handle.net/1721.1/139973