Master of Arts, University of Toledo, 2021, Geography
The COVID-19 pandemic has adversely impacted human lives in numerous ways and the
only way to bring back the normal is mass vaccination. To achieve that, strategic allocation
of the COVID-19 vaccine centers is imperative. This research was undertaken to evaluate
the spatial pattern and accessibility of COVID-19 vaccine centers in the state of Michigan.
Additionally, the study evaluated the socio-economic disparities to access the COVID-19
vaccine centers. To fulfill the objectives, the study collected a wide range of data on
vaccination (locations of vaccine centers, number of vaccines distributed and administered,
percentage of vaccinated population, number of people with at least one dose of vaccine,
etc.), socioeconomic aspects (age, race, ethnicity, poverty level, access to automobile, etc.),
and road network connectivity. The geographical pattern of these vaccine centers is
analyzed by using spatial statistical techniques that include the Average Nearest Neighbor
Index and Spatial Autocorrelation (both global and local). While the global spatial
autocorrelation examined the spatial pattern of the vaccine centers in the overall study area,
the local spatial autocorrelation technique helped to understand the existing spatial
mismatch between the locations of the vaccine centers and residences of the elderly and low-income population in the study area. Following the spatial pattern analysis, to
understand the accessibility of existing vaccine centers, the 2 steps floating catchment area
(2SFCA) method is utilized. The evaluation was conducted at the census tract level, which
provided greater details at the finer level. Finally, various socio-economic inequalities
based on income, race, and ethnicity are examined based on the accessibility scores of the
census tracts by using the weighted average accessibility scores, geographically weighted
regression models, and Bivariate local indicators of spatial autocorrelation.
The results of these ana (open full item for complete abstract)
Committee: Bhuiyan Alam (Committee Chair); Daniel Hammel (Committee Member); Sujata Shetty (Committee Member)
Subjects: Geography; Health Care; Public Health; Social Research; Urban Planning