Regional Sustainability ›› 2021, Vol. 2 ›› Issue (1): 83-97.doi: 10.1016/j.regsus.2020.12.001cstr: 32279.14.j.regsus.2020.12.001
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Yanhua Hea, Yi Lina, Guohua Zhoua,*(), Yixuan Zhub, Kai Tangc
Received:
2020-06-26
Revised:
2020-11-29
Accepted:
2020-12-14
Published:
2021-01-20
Online:
2021-03-11
Contact:
Guohua Zhou
E-mail:uuy828@163.com
Yanhua He, Yi Lin, Guohua Zhou, Yixuan Zhu, Kai Tang. Spatial pattern and drivers of urbanization in China’s mid-level developing urban agglomeration: A case study of Chang-Zhu-Tan[J]. Regional Sustainability, 2021, 2(1): 83-97.
Table 1
Influence factors and indicators of the spatial patterns of populations and firms."
Dimension | Influence factor | Indicator |
---|---|---|
Geographical environment | Natural resources | Resource potential index (RPI) |
Geographical environment | Location advantage | Location advantage index (LAI) |
Market and investment | Labor cost | Annual average wage of employees (AAWE) |
Market and investment | Consumption capacity | Per capita retail sales of consumer goods (PCRSCG) |
Market and investment | Investment capacity | Ratio of public expenditures to income (RPEI) |
Government policy | Administrative hierarchy | Administrative-level index (ALI) |
Government policy | Distinctive policy | Policy advantage index (PAI) |
Table 2
Calculation results of the spillover force (Ej)."
Urban area | Value of Ej |
---|---|
Urban district of Changsha City | 0.9991 |
Urban district of Wangcheng District | 0.0488 |
County town of Ningxiang County | 0.0649 |
County town of Changsha County | 0.1232 |
Urban district of Liuyang City | 0.0622 |
Urban district of Zhuzhou City | 0.2330 |
County town of Zhuzhou County | 0.0155 |
County town of Chaling County | 0.0031 |
Urban district of Liling City | 0.0505 |
County town of Yanling County | 0.0025 |
County town of You County | 0.0311 |
Urban district of Xiangtan City | 0.1316 |
County town of Xiangtan County | 0.0190 |
Urban district of Xiangxiang City | 0.0272 |
Urban district of Shaoshan City | 0.0129 |
Fig. 6.
Classification results of the indicators. (a), RPI (resource potential index); (b), LAI (location advantage index); (c), PAI (policy advantage index); (d), NF (number of firms); (e), ALI (administrative-level index); (f), RPEI (ratio of public expenditures to income); (g), PCRSCG (per capita retail sales of consumer goods); (h), AAWE (annual average wage of employees)."
Table 3
The q values of the factor detector for urban population agglomeration."
Indicator | q value |
---|---|
Administrative-level index (ALI) | 0.630 |
Number of firms (NF) | 0.334 |
Per capita retail sales of consumer goods (PCRSCG) | 0.333 |
Location advantage index (LAI) | 0.280 |
Ratio of public expenditures to income (RPEI) | 0.180 |
Annual average wage of employees (AAWE) | 0.160 |
Resource potential index (RPI) | 0.080 |
Policy advantage index (PAI) | 0.060 |
Table 4
The q values of the interaction detector for urban population agglomeration."
PCRSCG | RPEI | AAWE | ALI | LAI | PAI | RPI | NF | |
---|---|---|---|---|---|---|---|---|
PCRSCG | 0.33 | |||||||
RPEI | 0.43 | 0.18 | ||||||
AAWE | 0.44 | 0.30 | 0.16 | |||||
ALI | 0.75 | 0.73 | 0.73 | 0.63 | ||||
LAI | 0.47 | 0.38 | 0.42 | 0.70 | 0.28 | |||
PAI | 0.41* | 0.23 | 0.22 | 0.73* | 0.29 | 0.06 | ||
RPI | 0.37 | 0.22 | 0.20 | 0.72* | 0.30 | 0.12 | 0.08 | |
NF | 0.58 | 0.54* | 0.50 | 0.76 | 0.52 | 0.43 | 0.36 | 0.33 |
Table 6
The q values of the interaction detector for MF firms."
Indicator | PCRSCG | RPEI | AAWE | ALI | LAI | PAI | RPI |
---|---|---|---|---|---|---|---|
PCRSCG | 0.42* | ||||||
RPEI | 0.46* | 0.28* | |||||
AAWE | 0.46* | 0.40* | 0.34* | ||||
ALI | 0.51* | 0.46* | 0.46* | 0.44* | |||
LAI | 0.47* | 0.42* | 0.42* | 0.47* | 0.39* | ||
PAI | 0.47 | 0.34* | 0.37* | 0.47 | 0.42* | 0.10* | |
RPI | 0.44* | 0.31* | 0.36* | 0.46* | 0.40* | 0.15* | 0.07* |
Table 7
The q values of the interaction detector for HS firms."
Indicator | PCRSCG | RPEI | AAWE | ALI | LAI | PAI | RPI |
---|---|---|---|---|---|---|---|
PCRSCG | 0.43* | ||||||
RPEI | 0.47* | 0.30* | |||||
AAWE | 0.47* | 0.41* | 0.35* | ||||
ALI | 0.52* | 0.48* | 0.47* | 0.45* | |||
LAI | 0.48* | 0.43* | 0.43* | 0.48* | 0.40* | ||
PAI | 0.48* | 0.35* | 0.38* | 0.49* | 0.43* | 0.10* | |
RPI | 0.46* | 0.33* | 0.38* | 0.48* | 0.42* | 0.16* | 0.07* |
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