Table 2.
Panel A: Full sample | ||||
Outcome | Median minutes at home | Log minutes at home | ||
Post stay-at-home message | 10.409*** | 15.694*** | 0.034*** | 0.031** |
(3.542) | (4.697) | (0.009) | (0.014) | |
Post stay-at-home message Trump vote margin | −1.679** | 0.001 | ||
(0.707) | (0.002) | |||
Observations | 94,690 | 94,690 | 94,690 | 94,690 |
0.984 | 0.984 | 0.997 | 0.997 | |
County fixed effect (FE) | Yes | Yes | Yes | Yes |
Day FE | Yes | Yes | Yes | Yes |
Demographics Day FE | Yes | Yes | Yes | Yes |
Trump margin Day FE | Yes | Yes | Yes | Yes |
COVID controls | Yes | Yes | Yes | Yes |
Other tweets | Yes | Yes | Yes | Yes |
Orders | Yes | Yes | Yes | Yes |
Panel B: By county party | ||||
Outcome | Median time at home | Log time at home | ||
County party | Dem | Rep | Dem | Rep |
Post stay-at-home message | 21.217*** | 9.956*** | 0.041* | 0.031*** |
(7.634) | (3.243) | (0.020) | (0.009) | |
Observations | 14,708 | 79,982 | 14,708 | 79,982 |
0.985 | 0.984 | 0.997 | 0.998 | |
County FE | Yes | Yes | Yes | Yes |
Day FE | Yes | Yes | Yes | Yes |
Demographics Day FE | Yes | Yes | Yes | Yes |
Trump margin Day FE | Yes | Yes | Yes | Yes |
COVID controls | Yes | Yes | Yes | Yes |
Other tweets | Yes | Yes | Yes | Yes |
Orders | Yes | Yes | Yes | Yes |
Panel C: Triple interactions | ||||
Outcome | Median time at home | Log time at home | ||
Interaction | Continuous vote margin | Binary | Continuous vote margin | Binary |
Post stay-at-home message | 12.728** | 9.978 | 0.009 | −0.011 |
(6.094) | (6.395) | (0.013) | (0.023) | |
Post stay-at-home message Republican governor | 6.464 | 23.380** | 0.055** | 0.115*** |
(8.096) | (11.329) | (0.021) | (0.030) | |
Post stay-at-home message Trump vote margin | 0.964 | 0.008*** | ||
(1.033) | (0.003) | |||
Post stay-at-home message Republican governor | ||||
Trump vote margin | −4.460*** | −0.014*** | ||
(1.271) | (0.004) | |||
Post stay-at-home message Republican county | 7.000 | 0.051** | ||
(4.540) | (0.022) | |||
Post stay-at-home message Republican governor | ||||
Republican county | −42.820*** | −0.138*** | ||
(10.124) | (0.031) | |||
Republican county Day FE | No | Yes | No | Yes |
Trump margin Day FE | Yes | No | Yes | No |
Republican governor Day FE | Yes | Yes | Yes | Yes |
Republican county Republican governor Day FE | No | Yes | No | Yes |
Trump margin Republican governor Day FE | Yes | No | Yes | No |
COVID controls | Yes | Yes | Yes | Yes |
Other tweets | Yes | Yes | Yes | Yes |
Orders | Yes | Yes | Yes | Yes |
Observations | 94,690 | 94,690 | 94,690 | 94,690 |
0.984 | 0.984 | 0.997 | 0.997 |
Standard errors in parentheses clustered at the state level. Sample is 96,690 county-days over the period 1 March to 31 March 2020. Treatment indicator equals 1 for all days after the governor of state s issues a tweet encouraging citizens to stay home. “Trump vote margin” is county i’s vote margin for President Trump in the 2016 election. Republican counties are those in which Trump’s vote margin in 2016 was greater than zero. County-level demographic controls are median age, log household income, population density, share of population over 65 y, share Black, share Hispanic, and share male. “COVID controls” include controls for county-level COVID cases and state-level COVID deaths. “Other tweets” includes controls for post-COVID and social distancing related tweets. “Orders” includes controls for whether the state has issued the following types of orders: emergency declarations, banning large gatherings, school closures, restaurant/bar closures, nonessential business closures, and stay-at-home orders. ***P <0.01, **P 003C0.05, *P 003C0.1.