Youth Ages 12–18 | Young Adults Ages 19–25 | |||||||||
---|---|---|---|---|---|---|---|---|---|---|
(1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | (10) | |
K–12 foot traffic | 0.163*** | 0.198*** | 0.231*** | 0.134* | 0.149** | −0.0231 | −0.00427 | −0.00694 | 0.00430 | 0.00377 |
(0.0549) | (0.0580) | (0.0556) | (0.0740) | (0.0717) | (0.0213) | (0.0191) | (0.0241) | (0.0239) | (0.0240) | |
Restaurant foot traffic | 0.0773 | 0.155*** | 0.154*** | 0.0790** | 0.0689* | 0.0635* | ||||
(0.0560) | (0.0556) | (0.0545) | (0.0361) | (0.0371) | (0.0374) | |||||
Any COVID deaths | 0.0786 | 0.0835 | 0.0694 | 0.0497 | 0.0465 | 0.0455 | ||||
(0.0513) | (0.0512) | (0.0527) | (0.0432) | (0.0437) | (0.0441) | |||||
County death rate | 0.913** | 0.717 | 1.048** | 0.282 | 0.319 | 0.265 | ||||
(0.461) | (0.453) | (0.514) | (0.484) | (0.488) | (0.453) | |||||
Personal income | −0.0639 | −0.0564 | 0.0174 | −0.288* | −0.290* | −0.155 | ||||
(0.210) | (0.208) | (0.198) | (0.149) | (0.149) | (0.180) | |||||
Unemployment rate | 0.0389** | 0.0400** | 0.0447*** | −0.00111 | −0.00130 | 0.00259 | ||||
(0.0174) | (0.0171) | (0.0165) | (0.0110) | (0.0111) | (0.0103) | |||||
Divorce rate | 0.0979 | 0.0919 | 0.196* | 0.115* | 0.116* | 0.118 | ||||
(0.134) | (0.132) | (0.109) | (0.0617) | (0.0618) | (0.0765) | |||||
Observations | 74,660 | 74,660 | 74,660 | 74,660 | 74,660 | 74,660 | 74,660 | 74,660 | 74,660 | 74,660 |
County fixed effects? | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
Year fixed effects? | No | Yes | Yes | Yes | Yes | No | Yes | Yes | Yes | Yes |
Restaurant–bar foot traffic? | No | No | Yes | Yes | Yes | No | No | Yes | Yes | Yes |
COVID-19 deaths? | No | No | Yes | Yes | Yes | No | No | Yes | Yes | Yes |
Macro econ controls? | No | No | Yes | Yes | Yes | No | No | Yes | Yes | Yes |
Summer months FE? | No | No | No | Yes | Yes | No | No | No | Yes | Yes |
Census division-by-year FE? | No | No | No | No | Yes | No | No | No | No | Yes |
Notes: Standard errors are clustered at the state level. Each regression uses population in each county times the number of days in a month as an exposure variable. COVID-19 deaths are coded as zero until the first documented COVID-19 related deaths, which occurred in March 2020. *p < 0.1, **p < 0.05, ***p < 0.01.