. 2020 Oct 21;127:103292. doi: 10.1016/j.jue.2020.103292

Table A4.

NYC deaths by borough.

	(1)	(2)	(3)	(4)	(5)	(6)
	ln( $D e a t h s_{i}$ ) NYC	ln( $D e a t h s_{i}$ ) The Bronx	ln( $D e a t h s_{i}$ ) Brooklyn	ln( $D e a t h s_{i}$ ) Manhattan	ln( $D e a t h s_{i}$ ) Queens	ln( $D e a t h s_{i}$ ) Staten Island
	Panel A: OLS
$% Δ T r i p s_{i}$	0.004	0.012	0.002	0.001	0.001	0.023
	(0.005)	(0.016)	(0.010)	(0.015)	(0.010)	(0.013)
R-Sq.	0.484	0.416	0.700	0.648	0.271	0.845
Obs.	159	20	34	32	48	10
	Panel B: Reduced form IV
$S h a r e T e l e_{i}$	2.741 $^{* *}$	1.700	0.222	2.130	4.240	11.645
	(1.299)	(6.164)	(1.438)	(2.816)	(4.061)	(21.270)
$S h a r e E s s_{i}$	3.254 $^{* *}$	6.217	6.798 $^{* * *}$	5.509 $^{*}$	4.303	18.423
	(1.249)	(7.827)	(2.122)	(2.741)	(4.838)	(16.230)
R-Sq.	0.504	0.456	0.795	0.706	0.291	0.850
Obs.	159	20	34	32	48	10
	Panel C: IV
$\hat{% Δ T r i p s_{i}}$	0.029 $^{* *}$	0.030	0.039 $^{*}$	0.230	0.045	0.030
	(0.015)	(0.030)	(0.023)	(0.242)	(0.047)	(0.044)
Root MSE	0.420	0.254	0.303	0.933	0.453	0.334
Obs.	159	20	34	32	48	10
F-Stat.	32.170	2.332	6.696	2.941	2.377	1.310
	Controls
$% A f A m_{i}$	X	X	X	X	X	X
$l n (A g e_{i})$	X	X	X	X	X	X
$l n (I n c_{i})$	X	X	X	X	X	X

Notes: This table is analogous to Table 2 in the main text, but compares deaths across boroughs in NYC instead of different cities. All columns control for log of healthcare employment. Panels A shows results from Eq. (1). Panel B shows the reduced form IV regression results from $l n (T o t a l D e a t h s_{i}) = α + β_{1} S h a r e T e l e_{i} + β_{2} S h a r e E s s_{i} + Γ X_{i} + ε_{i}$ . Panel C shows results from Eq. (1.2), adding additional demographic controls, $X_{i}$ : $l n (T o t a l D e a t h s_{i}) = α + β \hat{% Δ T r i p s_{i}} + Γ X_{i} + ε_{i}$ . Robust standard errors in parentheses. Significance: $^{*} p < 0.10,^{* *} p < 0.05,^{* * *} p < 0.01 .$