Research Article

Building Better Cities: Evaluating the Effect of Circular Economy City Construction on Air Quality via a Quasi-Natural Experiment

Table 1

The descriptive statistics for the model variables.

VariablesObs.Pilot cityUnpiloted city
MeanStd. dev.MeanStd. dev.

Air quality
(μg/ )161064.0623.2251.0120.47

Climate data
Average wind speed (m/s)16102.230.591.930.92
Sunshine hours (h)16105.751.264.941.37
Average air pressure (hPa)16104.990.024.990.03

City characteristic data
The proportion of the secondary industry in GDP160852.519.9748.3810.01
Industrial wastewater discharge (10 thousand tons)16063.850.503.680.47
Industrial sulfur dioxide emissions (tons)16044.740.444.480.52
Emissions of industrial smoke and dust (tons)16024.370.414.110.50
Rate of comprehensive utilization of industrial solid waste158882.1839.5980.9519.76
Treatment rate of domestic sewage154572.1923.4565.2326.71
Rate of harmless treatment of domestic garbage153088.1820.1079.8526.73
Green coverage area in built-up areas (hectares)16063.660.493.410.47
Actual foreign investment (10 thousand dollars)15924.570.934.160.87
The total industrial output value of enterprises (10 thousand yuan)16076.990.676.600.75
Number of urban unemployed registered (person)16014.380.414.300.36
Population density (person/km2)14912.640.352.540.37
Number of public automobiles and electric vehicles per 10,000 people16099.9112.257.859.77
Technology progress16100.930.150.9260.15
The proportion of the tertiary industry in GDP161038.4110.7536.958.69
Industrial structure rationalization1610–4.9886.89–1.4552.93
Energy consumption per unit of GDP (ton of standard coal/100 million yuan) (log)16103.990.264.010.22

Source: the data on air quality originate from the world density map; the weather data come from the National Climatic Data Center; the China Energy Statistical Yearbook calculates energy consumption per unit of GDP; other city characteristic variables are from the Statistical Yearbook of Cities.