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Table 2 Summary of key findings from exploratory regression analysis

From: On the frontlines

 

(1)

(2)

(3)

(4)

(5)

 

ZINB

ZINB

OLS

OLS

OLS

 

Deaths

Deaths

Cases/pop.

Workplace attd.

Workplace attd.

Black pop. as percent of total

0.348 ∗∗∗

0.393 ∗∗∗

0.0725 ∗∗

0.0494 ∗∗∗

0.0825 ∗∗∗

 

(0.0839)

(0.107)

(0.0294)

(0.0171)

(0.0247)

Hispanic pop. as percent of total

0.883 ∗∗∗

1.223 ∗∗∗

0.0429

-0.0110

-0.0111

 

(0.144)

(0.220)

(0.0304)

(0.0135)

(0.0132)

Percentage of pop. below fed. poverty line

0.901 ∗∗∗

1.430 ∗∗∗

-0.0397

0.191 ∗∗∗

0.197 ∗∗∗

 

(0.240)

(0.356)

(0.0654)

(0.0462)

(0.0455)

2019 NO2 Concentration

 

11.21 ∗∗∗

2.759 ∗∗∗

  
  

(2.364)

(0.455)

  

Cases/pop.

   

-0.0654 ∗∗

0.000755

    

(0.0323)

(0.0480)

Cases/pop. ∗ Black pop. as percent of total

    

-0.00516 ∗∗

     

(0.00225)

Constant

  

4.636 ∗∗

-12.92 ∗∗∗

-13.28 ∗∗∗

   

(1.841)

(0.911)

(0.928)

Observations

2,756

2,741

2,741

2,724

2,724

R-squared

  

0.450

0.503

0.509

  1. Notes:
  2. attd.: attendance
  3. Standard errors in parentheses.
  4. All regressions include (log) population density as an additional control.
  5. Columns (1) and (2) include controls for the percent of county population over age 65
  6. and the number of COVID-19 cases.
  7. Cases/pop. is the number of cases per 1,000 of county population.
  8. Regressions 3, 4, and 5 are also analytically weighted by the total pop. and clustered by state.
  9. ∗∗∗p< 0.01,∗∗p< 0.05,∗p< 0.1