Acta Geographica Sinica ›› 2016, Vol. 71 ›› Issue (10): 1767-1783.doi: 10.11821/dlxb201610009
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YIN Jiangbin1(), HUANG Xiaoyan1, HONG Guozhi2, CAO Xiaoshu1, GAO Xingchuan1
Received:
2015-12-24
Revised:
2016-05-25
Online:
2016-11-28
Published:
2016-11-28
Supported by:
YIN Jiangbin,HUANG Xiaoyan,HONG Guozhi,CAO Xiaoshu,GAO Xingchuan. The effect of transport accessibility on urban growth convergence in China: A spatial econometric analysis[J].Acta Geographica Sinica, 2016, 71(10): 1767-1783.
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Tab. 1
Estimation results of absolute convergence of cities at the national level
1990-2000年 | 2001-2012年 | ||||||
---|---|---|---|---|---|---|---|
OLS | SLM | SEM | OLS | SLM | SEM | ||
λ/ρ | 0.525*** | 0.548*** | 0.462*** | 0.517** | |||
C | 2.387*** | 1.696*** | 2.652*** | 3.437*** | 2.627*** | 3.538*** | |
Ln(yt) | -0.111*** | -0.125*** | -0.144*** | -0.205*** | -0.193*** | -0.214*** | |
R2 | 0.034 | 0.108 | 0.119 | 0.139 | 0.199 | 0.212 | |
Log likelihood | -121.658 | -113.742 | -112.323 | -98.504 | -90.841 | -89.177 | |
AIC | 247.315 | 233.484 | 228.645 | 201.008 | 187.682 | 182.354 | |
SC | 254.534 | 244.312 | 235.864 | 208.227 | 198.511 | 189.573 | |
趋同速度(%) | 1.18 | 1.33 | 1.56 | 2.29 | 2.14 | 2.41 | |
半程趋同时间(年) | 59.00 | 52.00 | 45.00 | 33.00 | 35.00 | 32.00 | |
Moran's I | 0.111 | 0.121 | |||||
LMLAG | 19.725*** | 21.596*** | |||||
R_LALAG | 5.892** | 0.561 | |||||
LMERR | 25.144*** | 29.833*** | |||||
R_LMERR | 11.311*** | 8.797*** |
Tab. 2
Estimation results of absolute convergence of cities at the regional level in 1990-2012
1990-2000年 | 2001-2012年 | ||||||||
---|---|---|---|---|---|---|---|---|---|
东部(SEM) | 中部(SEM) | 西部(SLM) | 东北(SEM) | 东部(SLM) | 中部(SEM) | 西部(SEM) | 东北(SEM) | ||
λ/ρ | 0.260 | -0.113 | -0.005 | 0.538*** | -0.442** | 0.809*** | 0.057 | 0.549*** | |
C | 3.040*** | 2.743*** | 2.741*** | 2.902*** | 4.2637*** | 2.390*** | 3.753*** | 3.347*** | |
Ln(yt) | -0.173*** | -0.169** | -0.172** | -0.187* | -0.225*** | -0.077 | -0.237*** | -0.205** | |
R2 | 0.121 | 0.042 | 0.092 | 0.218 | 0.239 | 0.200 | 0.209 | 0.215 | |
Log likelihood | -28.671 | -33.315 | -25.439 | -13.558 | -24.523 | -30.888 | -16.010 | -10.955 | |
AIC | 61.342 | 70.630 | 56.877 | 31.117 | 55.046 | 65.776 | 36.020 | 25.910 | |
SC | 66.512 | 75.584 | 62.788 | 34.170 | 62.801 | 70.731 | 39.961 | 28.963 | |
趋同速度(%) | 1.90 | 1.85 | 1.89 | 2.07 | 2.31 | 0.73 | 2.46 | 2.09 |
Tab. 3
Spatial econometric results of influence of accessibilities on convergence at the national level in 1990-2012
1990-2000年 | 2001-2012年 | |||||
---|---|---|---|---|---|---|
SLM(1) | SLM(2) | SLM(3) | SEM(1) | SEM(2) | SEM(3) | |
λ/ρ | 0.366*** | 0.358*** | 0.379*** | 0.630*** | 0.603*** | 0.617*** |
C | 2.720*** | 2.743*** | 2.834*** | 2.084*** | 1.715*** | 2.212*** |
Ln(yt) | -0.656*** | -0.655*** | -0.676*** | -0.699*** | -0.696*** | -0.705*** |
Acc | -0.332 | 1.383** | ||||
Road | -0.176 | 0.221 | ||||
Rail | 0.161 | 0.086 | ||||
Port | 0.037 | -0.003 | ||||
Air | -0.031 | 0.044 | ||||
Indus | 0.105 | 0.113 | 0.168 | 0.406*** | 0.387** | 0.504*** |
LnInvest | 0.391*** | 0.391*** | 0.388*** | 0.573*** | 0.569*** | 0.562*** |
LnFDI | 0.034*** | 0.035*** | 0.032** | 0.024 | 0.026* | 0.024 |
LnLabor | 0.058** | 0.063** | 0.058** | 0.054** | 0.058*** | 0.038 |
Talent | 2.143 | 1.944 | 2.958 | -0.781 | -0.818 | -0.777 |
R2 | 0.464 | 0.465 | 0.471 | 0.630 | 0.637 | 0.637 |
趋同速度(%) | 10.67 | 10.64 | 11.27 | 10.91 | 10.82 | 11.10 |
Tab. 4
Spatial econometric results of influence of accessibilities on convergence at the regional level in 1990-2000
东部 | 中部 | 西部 | 东北 | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
SEM(1) | SEM(2) | SEM(3) | SEM(1) | SEM(2) | SEM(3) | SLM(1) | SLM(2) | SLM(3) | SEM(1) | SEM(2) | SEM(3) | ||||
λ/ρ | 0.527*** | 0.468*** | 0.552** | -0.326 | -0.505 | -0.742** | -0.123 | -0.130 | -0.214 | 0.464** | 0.456* | 0.567*** | |||
C | 3.100*** | 3.129*** | 3.231*** | 5.913*** | 6.064*** | 6.333*** | 3.092*** | 3.053*** | 3.028*** | 2.894*** | 2.724*** | 2.711*** | |||
Ln(yt) | -0.644*** | -0.642*** | -0.678*** | -0.832*** | -0.841*** | -0.866*** | -0.642*** | -0.640*** | -0.627*** | -0.725*** | -0.721*** | -0.663*** | |||
Acc | -1.632 | -1.051 | 0.182 | 1.084 | |||||||||||
Road | -0.213 | 45.489** | 24.689* | 1.058 | |||||||||||
Rail | 0.208 | 0.136 | 52.172* | -0.014 | |||||||||||
Port | 0.076 | 0.217** | -0.330 | -0.232 | |||||||||||
Air | -0.141 | 0.162 | 0.018 | -0.052 | |||||||||||
Indus | 0.009 | -0.023 | -0.010 | 0.764** | 0.773** | 1.130*** | 0.237 | 0.212 | 0.139 | 0.076 | |||||
LnInvest | 0.401*** | 0.420*** | 0.401*** | 0.343*** | 0.349*** | 0.306*** | 0.399*** | 0.403*** | 0.400*** | 0.453*** | 0.458*** | 0.445*** | |||
LnFDI | 0.038 | 0.041 | 0.044 | 0.043* | 0.043* | 0.040* | 0.023 | 0.023 | 0.028 | 0.083 | 0.073 | 0.102* | |||
LnLabor | 0.084** | 0.092** | 0.106** | -0.044 | -0.040 | -0.060 | 0.103 | 0.101 | 0.119 | 0.116 | 0.095 | 0.048 | |||
Talent | 1.177 | 0.712 | 3.791 | 10.218*** | 10.434** | 6.809 | -2.736 | -2.907 | -5.532 | -1.425 | -0.646 | 7.030 | |||
R2 | 0.465 | 0.469 | 0.508 | 0.489 | 0.497 | 0.542 | 0.479 | 0.479 | 0.563 | 0.514 | 0.518 | 0.561 | |||
趋同速度(%) | 10.33 | 10.27 | 11.33 | 17.84 | 18.39 | 20.10 | 10.27 | 10.22 | 9.86 | 12.91 | 12.76 | 10.88 |
Tab. 5
Spatial econometric results of influence of accessibilities on convergence at the regional level in 2001-2012
东部 | 中部 | 西部 | 东北 | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
SLM(1) | SLM(2) | SLM(3) | SEM(1) | SEM(2) | SEM(3) | SEM(1) | SEM(2) | SEM(3) | SEM(1) | SEM(2) | SEM(3) | ||||
λ/ρ | -0.281* | -0.317** | -0.304** | 0.770*** | 0.807*** | 0.607*** | -0.362 | -0.443** | 0.513** | 0.309 | 0.278 | 0.435* | |||
C | 2.827*** | 2.514*** | 3.132*** | 1.311* | 0.870 | 1.242 | 1.706*** | 1.703*** | 1.826*** | 3.744*** | 3.963*** | 3.767*** | |||
Ln(yt) | -0.691*** | -0.712*** | -0.723*** | -0.599*** | -0.601*** | -0.570*** | -0.660*** | -0.679*** | -0.689*** | -0.727*** | -0.728*** | -0.744*** | |||
Acc | 1.693** | 2.473* | 5.115*** | -0.723 | |||||||||||
Road | 0.073 | 26.160* | 9.974* | -1.307 | |||||||||||
Rail | 0.274*** | -0.439 | -14.385 | -0.243 | |||||||||||
Port | -0.017 | 0.111 | -0.161 | 0.055 | |||||||||||
Air | -0.006 | 0.067 | 0.166 | ||||||||||||
Indus | 0.323 | 0.269 | 0.509* | -0.285 | -0.230 | -0.302 | 0.696** | 0.969*** | 0.821*** | 1.315*** | 1.333*** | 1.365*** | |||
LnInvest | 0.487*** | 0.500*** | 0.489*** | 0.591*** | 0.558*** | 0.567*** | 0.594*** | 0.438*** | 0.598*** | 0.321*** | 0.317*** | 0.345*** | |||
LnFDI | 0.078*** | 0.072*** | 0.069** | 0.048 | 0.059 | 0.028 | 0.001 | 0.030* | -0.003 | 0.095* | 0.089 | 0.080 | |||
LnLabor | 0.077*** | 0.099*** | 0.059* | 0.024 | 0.034 | 0.048 | -0.006 | -0.016 | 0.017 | 0.053 | 0.056 | 0.046 | |||
Talent | -0.890 | -0.769 | -0.217 | -1.265 | -1.109 | -1.596 | -1.665 | -0.065 | -1.331 | -0.136 | -0.186 | 0.435 | |||
R2 | 0.672 | 0.686 | 0.707 | 0.546 | 0.565 | 0.574 | 0.753 | 0.807 | 0.778 | 0.727 | 0.728 | 0.766 | |||
趋同速度(%) | 10.68 | 11.32 | 11.67 | 8.31 | 8.35 | 7.67 | 9.81 | 10.33 | 10.62 | 11.80 | 11.84 | 12.39 |
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