Table 2.
Variables | Deterministic trend specification | Methods | No weight |
Weighted |
Conclusion | ||
---|---|---|---|---|---|---|---|
Statistic | P | Statistic | P | ||||
Daily deaths & social distancing | Individual intercept & trend | Panel PP-Statistic | −3.56 | <0.001 | −2.63 | 0.004 | Co-integrated |
Panel ADF-Statistic | −4.22 | <0.001 | −4.79 | <0.001 | |||
Group PP-Statistic | −2.60 | 0.004 | |||||
Group ADF-Statistic | −4.21 | <0.001 | |||||
Daily infections & social distancing | Individual intercept | Panel PP-Statistic | −2.79 | 0.002 | −2.67 | 0.003 | Co-integrated |
Panel ADF-Statistic | −1.40 | 0.080 | −1.66 | 0.048 | |||
Group PP-Statistic | −3.46 | <0.001 | |||||
Group ADF-Statistic | −1.50 | 0.065 | |||||
All hospital beds needed & social distancing | No intercept & no trend | Panel PP-Statistic | −3.92 | <0.001 | −4.05 | <0.001 | Co-integrated |
Panel ADF-Statistic | −2.63 | 0.004 | −1.31 | 0.094 | |||
Group PP-Statistic | −4.74 | <0.001 | |||||
Group ADF-Statistic | −2.91 | 0.001 | |||||
ICU beds needed & social distancing | No intercept & no trend | Panel PP-Statistic | −4.02 | <0.001 | −4.23 | <0.001 | Co-integrated |
Panel ADF-Statistic | −2.54 | 0.005 | −2.07 | 0.019 | |||
Group PP-Statistic | −5.64 | <0.001 | |||||
Group ADF-Statistic | −3.35 | <0.001 | |||||
Beds needed in infection wards & social distancing | No intercept & no trend | Panel PP-Statistic | −4.02 | <0.001 | −4.10 | <0.001 | Co-integrated |
Panel ADF-Statistic | −2.92 | 0.001 | −1.48 | 0.068 | |||
Group PP-Statistic | −4.79 | <0.001 | |||||
Group ADF-Statistic | −2.59 | 0.004 | |||||
Nurses needed in ICUs & social distancing | No intercept & no trend | Panel PP-Statistic | −3.48 | <0.001 | −3.61 | <0.001 | Co-integrated |
Panel ADF-Statistic | −2.92 | 0.001 | −1.97 | 0.024 | |||
Group PP-Statistic | −4.52 | <0.001 | |||||
Group ADF-Statistic | −4.18 | <0.001 | |||||
Nurses needed in infection wards & social distancing | No intercept & no trend | Panel PP-Statistic | −4.75 | <0.001 | −4.58 | <0.001 | Co-integrated |
Panel ADF-Statistic | −3.74 | <0.001 | −3.00 | 0.001 | |||
Group PP-Statistic | −5.86 | <0.001 | |||||
Group ADF-Statistic | −3.61 | <0.001 |
Notes: Null Hypothesis of Pedroni test: No cointegration. Trend assumption was the existence of no deterministic trend. Automatic lag length selection used based on SIC with a max lag of 9. Newey-West automatic used to estimate bandwidth and Bartlett was calculated by kernel.