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

Table 6.

Robustness tests of TSGIa on key features.


Dependent variable: TSGI

(23) (24) (25) (26) (27) (28)

Timelag_7 P value Timelag_7 P value Timelag_7 P value Timelag_7 P value Timelag_7 P value Timelag_7 P value
Policy −0.152 .17 2.579 .05 0.342 .001 −1.719 .06 0.049 .23 1.292 .009
lnDeaths −0.071 .003 −0.075 .002 −0.072 .003 −0.073 .002 −0.077 .001 −0.070 .004
Policy*lnHospitalbeds 0.206 .04









Policy*lnIncome

−0.239 .05







Policy*lnPopulation



−0.054 .002





Policy*Sexratio





0.019 .05



Policy*Homeless







20.274 .09

Policy*Gini









−2.602 .01
Control FEb Yes
Yes
Yes
Yes
Yes
Yes
State FE Yes
Yes
Yes
Yes
Yes
Yes
Day FE Yes
Yes
Yes
Yes
Yes
Yes
Constant 58.260 <.001 58.289 <.001 58.244 <.001 58.249 <.001 58.290 <.001 58.235 <.001
Observations 4447
4447
4447
4447
4447
4447
R 2 0.817
0.817
0.818
0.817
0.817
0.817

aTSGI: Twitter sentiment geographical index.

bFE: fixed effect.