Rethinking Vulnerability: Using Factor Analysis to Assess Census Tract–Level Vulnerability

Our study highlights the need to consider context-specific vulnerability measures when characterizing community social vulnerability. The factor analysis SVI provides nuanced insight into vulnerability drivers at the national and state levels, laying the groundwork for more precise disaster response planning, resource allocation, and community resilience initiatives.

Authors

Institutions

Publication Details

Journal
Public Health Reports
Published
2025-04-01
DOI
https://doi.org/10.1177/00333549251313986
Citations
4
Primary Topic
Disaster Management and Resilience
Type
article
Field-Weighted Citation Impact
16.81

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Rethinking Vulnerability: Using Factor Analysis to Assess Census Tract–Level Vulnerability

Joshua A. Barocas, Cole Jurecka, Elizabeth A. Erdman, Laura F. White et al.
4 citations
Public Health Reports
Disaster Management and Resilience
16.81
article

Rethinking Vulnerability: Using Factor Analysis to Assess Census Tract–Level Vulnerability

Joshua A. Barocas, Cole Jurecka, Elizabeth A. Erdman, Laura F. White, Yanjia Zhang, Pallavi Aytha Swathi, Eric Cavana
article en
4 citations

Abstract

Our study highlights the need to consider context-specific vulnerability measures when characterizing community social vulnerability. The factor analysis SVI provides nuanced insight into vulnerability drivers at the national and state levels, laying the groundwork for more precise disaster response planning, resource allocation, and community resilience initiatives.

Public Health Reports
Boston University (US), Massachusetts Department of Public Health (US), University of Colorado Denver (US)
National Institute on Drug Abuse, National Institute of General Medical Sciences
Openalex Percentile: Top 1%
Disaster Management and Resilience
16.81
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.