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. 2023 Jul 24;25:e45757. doi: 10.2196/45757

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.