Skip to main content
. 2021 May 11;8(1):51–62. doi: 10.36469/jheor.2021.22978

Table 3: Spatial Durbin Model for the Case Fatality Rates as of February 27, 2021 Using NYT1, AHRF24, and CHRF26 Datasets.

Ecological Factors Spatial Durbin Model Decomposition Estimates
Estimate Lag Estimate Direct Indirect Total
COVID-19 Policy-related Factors
Calendar Month of the First Reported Case in the State [n, %]*
January Reference
February -0.253 -0.288 -0.253 -0.673 -0.927
March -0.375 0.380 -0.345 0.333 -0.011
April -0.407 0.231 -0.396 0.048 -0.348
May -0.368 0.026 -0.378 -0.257 -0.635
June to December -0.586 0.845 -0.521 0.955 0.434
% Positive for COVID-19 0.059 *** -0.048 *** 0.057 *** -0.035 ** 0.022 **
Social Distance Score 0.062 -0.136 * 0.056 -0.185 -0.129
Stringency Index 0.015 ** -0.017 ** 0.014 ** -0.017 ** -0.003
Health Behaviors
Food Insecurity 0.000 0.086 0.011 0.148 * 0.160 *
Chlamydia Rate (log) -0.034 0.173 -0.024 0.260 0.236
% Physical Inactivity 0.002 -0.009 0.002 -0.013 -0.011
% Excessive Drinking -0.002 0.025 0.000 0.043 0.043*
% Adult Obesity -0.009 * -0.026 * -0.013 ** -0.054 *** -0.066 ***
Clinical Burden
% Low Birthweight -0.022 0.002 -0.023 -0.008 -0.031
% Diabetic 0.008 0.022 0.011 * 0.044 * 0.055 *
Premature Age Adjusted Mortality (log) 0.711 *** -0.469 * 0.702 *** -0.234 0.467
Clinical Care
Primary Care Physicians Rate (log) -0.003 -0.005 -0.003 -0.009 -0.011
Preventable Hospitalization Rate 0.000 0.000 0.000 0.000 0.000
Hospital Beds (log) 0.003 0.001 0.003 0.003 0.006
Nursing Home Beds -0.005 * -0.001 -0.005 * -0.006 -0.011
Long-term Care Beds (log) 0.008 * 0.025 *** 0.010 ** 0.048 *** 0.058 ***
Mental Health Provider Rate (log) -0.001 -0.080 *** -0.010 -0.136 *** -0.146 ***
% With Annual Mammogram -0.001 -0.003 -0.001 -0.004 -0.005
% Influenza Vaccinations^ -0.004 0.003 -0.004 0.002 -0.002
Socio-economic Factors
% of Workforce in Education/Health-care/Social Assistance Field 0.006 0.018 * 0.009 0.036 ** 0.045 **
% of Workforce in Construction -0.019 * -0.027 -0.024 ** -0.063 * -0.086 **
% of Workforce in Manufacturing 0.001 0.006 0.002 0.011 0.012
Income Inequality Ratio 0.076 * -0.063 0.078 ** -0.056 0.022
% Adults with Some College Education -0.004 -0.001 -0.004 ** -0.005 * -0.009 **
% Unemployment 0.039 0.040 0.045 0.096 0.141
% Children in Single-parent Households 0.003 0.004 0.003 0.008 0.011
Social Association Rate (log) 0.011 0.038 ** 0.014 ** 0.073 ** 0.087 **
% Uninsured Adults 0.014 0.001 0.015 0.014 0.028 *
% 65 Years Old and Over 0.055 *** -0.009 0.055 *** 0.024 0.079 **
% Less Than 18 Years of Age 0.016 0.020 0.018 0.044
% African American 0.006 0.002 0.007 * 0.009 0.016 *
% Native Americans -0.007 0.000 -0.007 -0.006 -0.013
% Hispanic -0.003 0.008 -0.002 0.011 * 0.009
% Female 0.018 -0.057 ** 0.013 -0.081* -0.068
Residential Segregation Non-White/White 0.001 0.007 * 0.002 0.013 ** 0.015 **
Physical Environment
Air Pollution-particulate Matter (2.5) 0.012 -0.035 0.009 -0.050 -0.041
% Severe Housing Problem -0.023 *** 0.005 -0.024 *** -0.009 -0.033
% Rural -0.001 0.005 * 0.000 0.008 ** 0.007 *
% Homeownership 0.004 -0.005 0.004 -0.006 -0.003
% Public Transportation 0.001 0.000 0.001 -0.001 0.000
 
Rho^ 0.447***

Abbreviations: AHRF, Area Health Resource Files; NYT, New York Times; CHR: County Health Rankings.

Level of significance: *P-value<0.05, **P-value<0.01, ***P-value<0.001.

^ spatial lag parameter