Table 1.
Variables used in the model and analysis.
Variable | Description | Source | Observations, n | Mean (SD) | Range |
TSGIa | Twitter sentiment geographical index | MITb Sustainable Urbanization Lab and Harvard's Center of Geographical Analysis | 5916 | 0.574 (0.016) | 0.633 |
Policy | Stay-at-home orders (1) or not (0) | Centers for Disease Control and Prevention, New York Times, manually collected by authors | 5916 | 0.346 (0.475) | 0-1 |
Cases | Number of new COVID-19 cases reported per day as a proportion of the total population in each state | New York Times | 5842 | 0.003 (0.003) | 0-0.019 |
Deaths | The total number of new deaths from COVID-19 reported, in logarithms | New York Times | 5842 | 0.0001 (0.0002) | 0-0.0016 |
lnElderly | Estimated percent of the population age is 65 years and older, 2016-2020, in logarithms | US Census | 5916 | 2.79 (0.123) | 2.405-3.026 |
Homeless | Homelessness in 2020 as a percentage of the total population of the states | The US Department of Housing and Urban Development | 5916 | 0.001 (0.001) | 0.0003-0.009 |
Medicalcare | Aggregate cost of medical care in 2019, per capita | PolicyMap and Quantitative Innovations | 5916 | 7208.149 (508.305) | 5737.715-8462.92 |
SMEsc | Percent of firms less than 3 years old in 2019 | Census Business Dynamics Statistics | 5916 | 18.020 (2.843) | 13.23-24.64 |
Gini | Estimated inequality of household income according to the Gini index, 2016-2020 | US Census | 5916 | 0.465 (0.020) | 0.42-0.52 |
lnHospitalbeds | The rate of hospital beds per 1000 people in 2016, in logarithms | Health Resources and Services Administration | 5916 | 1.105 (0.261) | 0.641-1.835 |
lnIncome | Estimated per capita income, 2016-2020, in logarithms | US Census | 5916 | 10.449 (0.154) | 10.144-10.979 |
lnPopulation | Population in 2020, in logarithms | US Census | 5916 | 4.652 (1.520) | 0.246-9.330 |
Sexratio | Estimated ratio of male population to female population, 2016-2020 | US Census | 5916 | 97.686 (3.281) | 90-109 |
aTSGI: Twitter sentiment geographical index.
bMIT: Massachusetts Institute of Technology.
cSME: small and medium enterprises.