长三角多维城市化对PM2.5浓度的非线性影响及驱动机制
郭向阳, 穆学青, 丁正山, 秦东丽

Nonlinear effects and driving mechanism of multidimensional urbanization on PM2.5 concentrations in the Yangtze River Delta
GUO Xiangyang, MU Xueqing, DING Zhengshan, QIN Dongli
表4 多维城市化对PM2.5的非线性影响面板回归分析结果
Tab. 4 Results of panel regression analysis of nonlinear effects of multidimensional urbanization on PM2.5
自变量 经济城市化(E-URB 人口城市化(P-URB) 土地城市化(L-URB)
OLS FE SGMM OLS FE SGMM OLS FE SGMM
模型1 模型2 模型7 模型8 模型9 模型14 模型15 模型16 模型21
PM_2 0.805***
(291.050)
0.585***
(55.620)
0.690***
(75.470)
0.857***
(476.620)
0.646***
(66.460)
0.753***
(86.870)
0.818***
(320.880)
0.717***
(99.490)
0.742***
(109.320)
lnURB -0.102***
(-9.450)
-0.179***
(-17.790)
-10.262***
(-8.840)
0.168***
(12.730)
0.067***
(14.710)
0.095***
(4.670)
0.076***
(4.520)
0.011**
(2.280)
0.008***
(5.500)
lnURB2 0.452***
(22.306)
0.301***
(32.930)
0.978***
(12.520)
0.355***
(10.250)
0.309***
(10.220)
0.315***
(6.240)
0.032***
(2.620)
0.033***
(2.730)
0.041***
(5.040)
lnURB3 -0.121***
(-3.336)
-0.101***
(-3.264)
-0.031***
(-9.328)
lnPOP 0.135***
(7.450)
0.122***
(7.780)
0.140***
(6.950)
0.098***
(5.760)
0.095***
(6.480)
0.025***
(4.220)
0.126***
(6.970)
0.119***
(7.680)
0.037***
(6.820)
lnFDI 0.068***
(5.430)
0.090***
(8.110)
0.061***
(7.790)
0.095***
(8.200)
0.105***
(10.280)
0.034***
(10.030)
0.078***
(6.360)
0.094***
(8.640)
0.032***
(10.190)
lnIND 0.206***
(2.950)
0.231***
(3.730)
0.229***
(7.100)
0.441***
(6.670)
0.412***
(7.040)
0.142***
(9.160)
0.234***
(3.320)
0.256***
(4.100)
0.132***
(7.150)
lnER -0.040***
(-5.320)
-0.040***
(-6.170)
-0.044***
(-7.360)
-0.031***
(-4.390)
-0.033***
(-5.330)
-0.008***
(-3.680)
-0.040***
(-5.310)
-0.039***
(-6.080)
-0.013***
(-4.150)
_cons 3.075***
(602.120)
-0.427***
(-4.370)
6.561***
(3.400)
2.722***
(6.300)
4.365***
(10.700)
1.233***
(12.870)
0.701***
(57.960)
0.693***
(49.430)
1.661***
(13.120)
AR(1) 0.001 0.004 0.000 0.005 0.003 0.000 0.012 0.012 0.000
AR(2) 0.125 0.138 0.202 0.126 0.118 0.198 0.128 0.146 0.233
Sargan test 0.114 0.126 0.232 0.142 0.121 0.236 0.164 0.137 0.246