Abstract
Background and Methods: The study was performed to investigate the
demographic factors impacting COVID-19 cases in Virginia Zip Code
Tabulation Areas [VZCTA] in 5 of the Virginia’s health planning
regions (VHPRs). The data was collected from the Virginia Department of
Health (VDH), spanning 5/15/2020-8/6/2020 (3 months) during the state’s
first COVID-19 peak. Kruskal-Wallis with Bonferroni correction was used
to compare the distribution of COVID-19 cases and demographic factors
between the VHPRs. Pearson correlation was employed to determine
correlations between COVID-19 Cases and demographic factors in VZCTA and
VHPRs. Results: Incidence of COVID-19 was the highest in the suburban
Northern region and the lowest in the rural-predominant southwestern
region, 1017 vs. 420 per 100K population (p <0.05) (Table 1
for details). Overall state-wide and in almost all the VHPRs, the VZCTA
with predominantly Hispanics and Blacks ethnicity and high PCR testing
rate were strongly associated with COVID-19 incidence in the univariate
analyses. Interestingly, the younger age and household crowding
(> 1.5 occupants/ room) were also associated with higher
COVID-19 cases state-wide and in the Northern VHPR in the univariate
analyses. In the multivariate analyses, Hispanic/Black ethnicity was
strongly associated with a higher COVID-19 incidence, especially in the
Northern region. Considering demographic factors alone, ethnicity,
median household income, and household crowding were the most important
predictor of the COVID-19 incidence in Virginia ZCTA communities in
multivariate analyses with a few important regional differences. The
multivariate model’s R-value is 0.819 in the Northern region.
Conclusions: The study highlights ethnicity as an essential social
vulnerability in the contraction of COVID-19, which is also modified by
the other factors in a regional manner accounting for the disparity in
COVID-19 incidence across VHPRs. The information can guide critical
public health decisions, e.g. vaccine distribution or implementation of
critical health policies based on the social vulnerability in smaller
population units - ZCTAs. As Virginia represents the average U.S.
population concerning overall health and COVID-19 cases, the findings
are likely to be generalizable to the U.S. population at large.