Table 1.
N | Municipalities | Mean | SD |
||
---|---|---|---|---|---|
VAT log growth rate periods, compared to the same month in the previous year: | |||||
Before the outbreak: January-February 2020 |
340 |
170 |
0.083 |
0.423 |
|
During the pandemic: March-May 2020 |
510 |
170 |
-0.139 |
0.319 |
|
Lockdown (% of days): | |||||
March-May 2020 |
510 |
170 |
0.082 |
0.227 |
|
Conditional on one day at least |
153 |
51 |
0.273 |
0.348 |
|
Mobility index (mobile phones): | |||||
Before COVID-19 (March 1-15) |
170 |
170 |
8.03 |
3.24 |
|
During COVID-19 (March 16-May 31) |
510 |
170 |
6.12 |
2.57 |
|
New COVID-19 deaths per million population: | |||||
March 2020 |
170 |
170 |
2.13 |
6.61 |
|
April 2020 |
170 |
170 |
20.32 |
27.90 |
|
May 2020 |
170 |
170 |
108.95 |
147.54 |
|
New COVID-19 incidence per million population: | |||||
March 2020 |
168 |
168 |
59.54 |
119.57 |
|
April 2020 |
170 |
170 |
633.38 |
729.48 |
|
May 2020 | 170 | 170 | 3160.5 | 4319.0 |
SD – standard deviation, VAT – value-added tax
*The VAT year-over-year growth rate is calculated as the difference in logarithms of VAT for each month and each municipality relative to 12 months before. As such, a number like 0.08 is approximately an 8% drop vis-à-vis the previous year. In the VAT growth rate for “March-May 2020,” we include the growth rate for each month-municipality in that period. We consider that the disruption of the COVID-19 pandemic on mobility occurred on March 16 because the government closed all schools on that date [46].