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