Table 1.
Variable | Outcome | 2017–2020 |
2020 |
2017–2019 |
DiD | DiD % | |||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Full sample |
Before 1/22 |
After 1/22 |
Before 1/22 |
After 1/22 |
|||||||||
Mean | S.D. | Mean | S.D. | Mean | S.D. | Mean | S.D. | Mean | S.D. | ||||
Panel A. Measures of air quality and transportation in Taipei and New Taipei City | |||||||||||||
COa | Concentration of carbon monoxide (ppb). | 0.47 | 0.22 | 0.47 | 0.19 | 0.46 | 0.22 | 0.47 | 0.20 | 0.48 | 0.23 | −0.02 | −3.6 % |
O3a | Concentration of ozone (ppb). | 32.60 | 10.78 | 29.98 | 7.45 | 33.42 | 10.49 | 28.20 | 9.49 | 33.85 | 11.16 | −2.21 | −6.8 % |
SO2a | Concentration of sulfur dioxide (ppb). | 2.05 | 1.05 | 1.61 | 0.75 | 1.71 | 0.82 | 2.19 | 1.12 | 2.18 | 1.09 | 0.11 | 5.3 % |
NO2a | Concentration of nitrogen dioxide (ppb). | 16.15 | 8.92 | 14.78 | 7.98 | 14.94 | 8.96 | 15.94 | 8.17 | 16.80 | 9.14 | −0.70 | −4.3 % |
PM10a | Concentration of particular matter <10 (ug/m3). | 34.03 | 17.58 | 26.24 | 11.22 | 28.75 | 13.67 | 29.76 | 16.08 | 36.02 | 18.70 | −3.74 | −11.0 % |
PM2.5a | Concentration of particular matter <2.5 (ug/m3). | 16.96 | 9.09 | 14.30 | 6.73 | 15.81 | 8.00 | 14.12 | 8.46 | 17.47 | 9.52 | −1.84 | −10.9 % |
Carb | No. of hourly cars per station (100). | 3.02 | 6.23 | 3.00 | 2.79 | 3.22 | 6.55 | 3.07 | 7.97 | 2.94 | 5.76 | 0.35 | 11.6 % |
Van/truck/busb | No. of hourly vans/trucks/buses per station (100). | 0.64 | 5.69 | 0.51 | 0.94 | 0.62 | 5.78 | 0.63 | 7.72 | 0.72 | 5.21 | 0.02 | 3.1 % |
Scooterb | No. of hourly scooters/motorcycles per station (100). | 1.11 | 10.95 | 0.93 | 7.16 | 1.20 | 13.02 | 1.11 | 12.68 | 0.96 | 9.88 | 0.42 | 38.0 % |
Metroc | No. of daily departures & exits per station (10,000). | 1.87 | 1.82 | 2.08 | 1.96 | 1.58 | 1.43 | 1.93 | 1.83 | 1.92 | 1.90 | −0.49 | −26.1 % |
U-biked | No. of daily departures & exits per station (100). | 1.99 | 2.87 | 2.34 | 3.23 | 2.02 | 2.78 | 1.96 | 2.88 | 1.94 | 2.85 | −0.30 | −15.3 % |
Panel B. Measures of air quality in mainland China | |||||||||||||
CO_China | Concentration of carbon monoxide (ppb). | 0.36 | 0.10 | 0.40 | 0.09 | 0.33 | 0.09 | 0.40 | 0.11 | 0.36 | 0.09 | −0.02 | −5.9 % |
O3_China | Concentration of ozone (ppb). | 41.21 | 10.62 | 35.76 | 7.88 | 41.32 | 10.42 | 34.08 | 10.26 | 43.79 | 9.89 | −4.14 | −9.5 % |
Variable | Outcome | 2017–2020 |
2020 |
2017–2019 |
DiD | DiD % | |||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Full sample |
Before 1/22 |
After 1/22 |
Before 1/22 |
After 1/22 |
|||||||||
Mean | S.D. | Mean | S.D. | Mean | S.D. | Mean | S.D. | Mean | S.D. | ||||
Panel B. Measures of air quality in mainland China, con't | |||||||||||||
SO2_China | Concentration of sulfur dioxide (ppb). | 2.61 | 0.98 | 2.03 | 0.44 | 1.84 | 0.59 | 3.20 | 0.87 | 2.79 | 0.96 | 0.21 | 7.7 % |
NO2_China | Concentration of nitrogen dioxide (ppb). | 9.01 | 3.96 | 9.64 | 3.04 | 7.80 | 4.61 | 10.94 | 3.95 | 8.83 | 3.56 | 0.27 | 3.1 % |
PM10_China | Concentration of particular matter <10 (ug/m3). | 49.84 | 22.96 | 39.34 | 13.17 | 36.99 | 18.55 | 53.42 | 24.08 | 54.63 | 22.78 | −3.55 | −6.5 % |
PM2.5_China | Concentration of particular matter <2.5 (ug/m3). | 27.40 | 12.05 | 23.17 | 9.94 | 23.06 | 12.26 | 28.64 | 13.01 | 29.07 | 11.38 | −0.54 | −1.9 % |
Panel C. Other explanatory variables in the air quality dataset | |||||||||||||
COVID-19 (0/1) | If 1/22/20 - 3/31/20 (0/1). | 0.07 | 0.26 | 0 | 0 | 0.36 | 0.48 | 0 | 0 | 0 | 0 | – | – |
COVID-19 cases | Daily cumulative number of COVID-19 cases. | 0.24 | 1.04 | 0 | 0 | 1.15 | 2.05 | 0 | 0 | 0 | 0 | – | – |
Visitors | No. of daily inbound visitors (100,000 person). | 1.26 | 0.45 | 1.48 | 0.13 | 0.58 | 0.55 | 1.34 | 0.15 | 1.47 | 0.17 | −1.03 | −70.1 % |
Wind | Wind speed in district (km/hour). | 2.37 | 1.40 | 2.38 | 1.36 | 2.19 | 1.32 | 2.52 | 1.46 | 2.39 | 1.41 | −0.06 | −2.5 % |
Coal | Coal use (1 million mt/day). | 0.07 | 0.01 | 0.05 | 0.00 | 0.06 | 0.00 | 0.07 | 0.00 | 0.07 | 0.01 | 0.01 | 14.4 % |
Area | District area (km2). | 39.20 | 31.22 | 40.20 | 30.95 | 40.23 | 30.89 | 38.65 | 31.05 | 38.87 | 31.43 | −0.18 | −0.5 % |
Population | District population density (10,000 person/km2). | 1.33 | 1.12 | 1.27 | 1.12 | 1.27 | 1.11 | 1.34 | 1.13 | 1.35 | 1.13 | −0.01 | −0.7 % |
Rainfall | Rainfall in district (mm/hour). | 0.69 | 1.26 | 0.62 | 0.70 | 0.75 | 1.77 | 0.75 | 1.14 | 0.64 | 1.07 | 0.23 | 36.3 % |
Non-working day | Weekend day or holiday (0/1). | 0.36 | 0.48 | 0.34 | 0.47 | 0.37 | 0.48 | 0.34 | 0.47 | 0.36 | 0.48 | 0.02 | 5.9 % |
NꞏT | 5741 | 354 | 1190 | 932 | 3265 |