Arid Land Geography ›› 2023, Vol. 46 ›› Issue (1): 139-148.doi: 10.12118/j.issn.1000-6060.2022.169
• Regional Development • Previous Articles Next Articles
SHENG Yanchao(),XU Shan(),ZHOU Yao
Received:
2022-04-22
Revised:
2022-07-29
Online:
2023-01-25
Published:
2023-02-21
SHENG Yanchao, XU Shan, ZHOU Yao. Can environmental regulation promote the performance of factors in the Yellow River Basin?[J].Arid Land Geography, 2023, 46(1): 139-148.
Tab. 1
Index system and descriptive statistics of variables"
一级指标 | 二级指标 | 权重 | 均值 | 标准差 |
---|---|---|---|---|
要素效能 | 要素效率 要素质量 | 0.1278 0.8752 | 0.1087 | 0.1123 |
要素效率 | 实际GDP/就业人数/104元·人-1 实际GDP/固定资产投资额 全要素生产率 | 0.1484 0.2009 0.6507 | 0.2180 | 0.0743 |
要素质量 | 规模以上工业企业固定资产投资比重 高校在校生人数占地区总人口比重 绿色专利数/个 | 0.3755 0.1358 0.4887 | 0.0735 | 0.0934 |
环境规制 | 单位产值工业废水排放量/104 t·(108元)-1 单位产值工业二氧化硫排放量/t·(108元)-1 单位产值工业烟(粉)尘排放量/t·(108元)-1 | 0.2527 0.4866 0.2607 | 0.7924 | 0.0719 |
经济发展水平 | 人均实际GDP/元 | 1.0000 | 45512.4788 | 36714.3541 |
对外开放水平 | 进出口总额占GDP比重 | 1.0000 | 0.1101 | 0.1914 |
市场化水平 | 非国有单位就业人数占比 | 1.0000 | 0.7129 | 0.1325 |
基础设施水平 | 人均道路拥有面积/m2 | 1.0000 | 12.1248 | 9.5022 |
金融发展水平 | 人均年末金融机构人民币各项贷款余额/元 | 1.0000 | 47348.7831 | 59194.4320 |
产业结构优化 | 产业结构高级化 产业结构合理化 | 0.4045 0.5955 | 0.1866 | 0.0687 |
人口集聚 | 人口密度/人·km-2 地均收入/人·km-2 | 0.3950 0.6050 | 0.1959 | 0.1754 |
Tab. 2
Regress results of the Yellow River Basin"
变量 | (1) | (2) | (3) | (4) | (5) | (6) |
---|---|---|---|---|---|---|
ln(upg) | ln(upg) | ln(eff) | ln(eff) | ln(xn) | ln(xn) | |
er | -25.48***(-5.66) | -15.05***(1.65) | -2.54*(-1.83) | -3.16**(1.48) | -10.14***(3.75) | -12.77***(3.77) |
er2 | 16.12***(6.09) | 8.76***(1.01) | 1.65*(1.82) | 1.91**(0.95) | 5.91***(2.20) | 7.47***(2.23) |
控制变量 | 否 | 是 | 否 | 是 | 否 | 是 |
Utest检验P值 | 0.000 | 0.000 | 0.058 | 0.082 | 0.014 | 0.004 |
er拐点值 | 0.790 | 0.820 | 0.771 | 0.762 | 0.858 | 0.874 |
样本量 | 972 | 972 | 972 | 972 | 972 | 972 |
R2 | 0.226 | 0.450 | 0.057 | 0.112 | 0.407 | 0.370 |
Tab. 3
Results of mechanism test"
变量 | (1) | (2) | (3) | (4) | (5) | (6) |
---|---|---|---|---|---|---|
ln(upg) | ln(pop) | ln(upg) | ln(eff) | ln(ind) | ln(eff) | |
er | -15.05***(4.82) | -5.17***(1.35) | -15.05***(4.88) | -3.16**(1.48) | -6.21***(1.98) | -2.83**(1.40) |
er2 | 8.76***(2.84) | 3.62***(0.81) | 8.78***(2.87) | 1.91**(0.95) | 4.01***(1.21) | 1.89**(0.89) |
ln(pop) | - | - | 0.14*(0.08) | - | - | - |
ln(ind) | - | - | - | - | - | 0.09*(1.85) |
控制变量 | 是 | 是 | 是 | 是 | 是 | 是 |
Sobel检验P值 | - | - | 0.001 | - | - | 0.059 |
中介效应占比/% | - | - | 24.41 | - | - | 37.55 |
样本量 | 972 | 972 | 972 | 972 | 972 | 972 |
R2 | 0.450 | 0.352 | 0.452 | 0.112 | 0.238 | 0.128 |
Tab. 4
Results of heterogeneity test"
变量 | 经济欠发达 | 经济发达 | 城市规模较小 | 城市规模较大 |
---|---|---|---|---|
ln(xn) | ln(xn) | ln(xn) | ln(xn) | |
er | -11.56**(4.47) | 8.22**(3.48) | -13.37***(3.98) | -1.95(2.31) |
er2 | 6.56**(2.68) | -4.55**(2.17) | 7.90***(2.35) | 0.62(1.60) |
控制变量 | 是 | 是 | 是 | 是 |
Utest检验P值 | 0.061 | 0.160 | 0.002 | - |
er拐点值 | 0.88 | 0.95 | 0.85 | - |
样本量 | 621 | 351 | 612 | 360 |
R2 | 0.349 | 0.560 | 0.387 | 0.642 |
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