Exploring the Roles of Local Mobility Patterns, Socioeconomic Conditions, and Lockdown Policies in Shaping the Patterns of COVID-19 Spread

Simple item page
dc.contributor.authorHerrera, Mauricio
dc.contributor.authorGodoy Faúndez, Alex
dc.date.accessioned2021-12-15T14:37:07Z
dc.date.available2021-12-15T14:37:07Z
dc.date.issued2021
dc.description.abstractThe COVID-19 crisis has shown that we can only prevent the risk of mass contagion through timely, large-scale, coordinated, and decisive actions. This pandemic has also highlighted the critical importance of generating rigorous evidence for decision-making, and actionable insights from data, considering further the intricate web of causes and drivers behind observed patterns of contagion diffusion. Using mobility, socioeconomic, and epidemiological data recorded throughout the pandemic development in the Santiago Metropolitan Region, we seek to understand the observed patterns of contagion. We characterize human mobility patterns during the pandemic through different mobility indices and correlate such patterns with the observed contagion diffusion, providing data-driven models for insights, analysis, and inferences. Through these models, we examine some effects of the late application of mobility restrictions in high-income urban regions that were affected by high contagion rates at the beginning of the pandemic. Using augmented synthesis control methods, we study the consequences of the early lifting of mobility restrictions in low-income sectors connected by public transport to high-risk and high-income communes. The Santiago Metropolitan Region is one of the largest Latin American metropolises with features that are common to large cities. Therefore, it can be used as a relevant case study to unravel complex patterns of the spread of COVID-19.es
dc.identifier.citationHerrera, M.; Godoy-Faúndez, A. Exploring the Roles of Local Mobility Patterns, Socioeconomic Conditions, and Lockdown Policies in Shaping the Patterns of COVID-19 Spread. Future Internet 2021, 13, 112. https:// doi.org/10.3390/fi13050112es
dc.identifier.urihttps:// doi.org/10.3390/fi13050112es
dc.identifier.urihttp://hdl.handle.net/11447/5243
dc.language.isoenes
dc.subjectMobility dataes
dc.subjectData-driven modelses
dc.subjectaugmented synthetic control methodes
dc.titleExploring the Roles of Local Mobility Patterns, Socioeconomic Conditions, and Lockdown Policies in Shaping the Patterns of COVID-19 Spreades
dc.typeArticlees
dcterms.sourceFuture Internetes

Files

Original bundle
Now showing 1 - 1 of 1
Thumbnail Image
Name:
Exploring the Roles of Local.pdf
Size:
24.06 MB
Format:
Adobe Portable Document Format
Description:
Texto completo
Download
License bundle
Now showing 1 - 1 of 1
No Thumbnail Available
Name:
license.txt
Size:
1.71 KB
Format:
Item-specific license agreed upon to submission
Description:
Download

Collections

Artículos Ingeniería

Implementado por OpenGeek Services