Acta Geographica Sinica ›› 2017, Vol. 72 ›› Issue (8): 1419-1431.doi: 10.11821/dlxb201708007
• Urban Research • Previous Articles Next Articles
Liangliang ZHANG1,2(), Bindong SUN1,2(
)
Received:
2016-11-08
Revised:
2017-07-01
Online:
2017-08-20
Published:
2017-08-20
Supported by:
Liangliang ZHANG, Bindong SUN. Polarization or convergence: Strategy of reshaping economic geography of large countries: A cross-country study on the evolution and determinants of city size distribution[J].Acta Geographica Sinica, 2017, 72(8): 1419-1431.
Add to citation manager EndNote|Reference Manager|ProCite|BibTeX|RefWorks
Tab. 1
Determinants of city size distribution (OLS estimations of 2014)
(1) | (2) | (3) | (4) | (5) | |
---|---|---|---|---|---|
人口密度(ln) | 0.1207*** | 0.1227*** | 0.1370*** | 0.1630*** | 0.1801*** |
(0.027) | (0.027) | (0.026) | (0.037) | (0.039) | |
土地面积(ln) | 0.1421*** | 0.1571*** | 0.1405*** | 0.1821*** | 0.1885*** |
(0.022) | (0.019) | (0.042) | (0.038) | (0.043) | |
人均GDP(ln) | -0.3835 | -0.7843* | -1.2912** | -1.1322** | |
(0.324) | (0.420) | (0.571) | (0.558) | ||
人均GDP(ln)的平方 | 0.0223 | 0.0399* | 0.0640** | 0.0532* | |
(0.020) | (0.024) | (0.031) | (0.030) | ||
城市化率 | 0.0050** | 0.0061* | 0.0084** | 0.0094** | |
(0.002) | (0.003) | (0.004) | (0.004) | ||
第二三产业GDP占比 | 0.0142*** | 0.0138** | 0.0154** | ||
(0.005) | (0.006) | (0.006) | |||
进出口贸易GDP占比 | -0.0008 | -0.0000 | -0.0002 | ||
(0.001) | (0.001) | (0.001) | |||
每百人互联网用户 | -0.0021 | -0.0049 | -0.0046 | ||
(0.004) | (0.004) | (0.004) | |||
每百人固定电话数量 | 0.0005 | -0.0006 | -0.0004 | ||
(0.003) | (0.004) | (0.004) | |||
联邦国家虚拟变量 | -0.0807 | -0.0576 | |||
(0.091) | (0.089) | ||||
Freedom不自由 | -0.0680 | -0.0901 | |||
(0.111) | (0.109) | ||||
Freedom自由 | 0.0441 | -0.0285 | |||
(0.230) | (0.227) | ||||
国家脆弱指数 | -0.0380** | -0.0439** | |||
(0.018) | (0.021) | ||||
大洲虚拟变量 | Yes | ||||
常数项 | -1.7721*** | -0.6804 | 0.3692 | 2.4925 | 1.6793 |
(0.381) | (1.459) | (1.784) | (2.534) | (2.441) | |
样本量 | 149 | 140 | 101 | 100 | 100 |
R2 | 0.155 | 0.191 | 0.238 | 0.288 | 0.319 |
Tab. 2
Determinants of city size distribution (panel estimations of 2000-2014)
(1) | (2) | (3) | (4) | |
---|---|---|---|---|
固定效应 | 固定效应 | 随机效应 | 随机效应 | |
人口密度(ln) | 0.2768*** | 0.3420*** | 0.1921*** | 0.1995*** |
(0.036) | (0.054) | (0.024) | (0.031) | |
土地面积(ln) | 0.1830*** | 0.1827*** | ||
(0.021) | (0.029) | |||
人均GDP(ln) | -0.5595*** | -0.5044*** | ||
(0.149) | (0.125) | |||
人均GDP(ln)的平方 | 0.0312*** | 0.0291*** | ||
(0.010) | (0.008) | |||
城市化率 | -0.0020 | 0.0021 | ||
(0.002) | (0.002) | |||
第二三产业GDP占比 | 0.0030** | 0.0034*** | ||
(0.001) | (0.001) | |||
进出口贸易GDP占比 | -0.0005* | -0.0004* | ||
(0.000) | (0.000) | |||
每百人互联网用户 | -0.0005 | -0.0008* | ||
(0.000) | (0.000) | |||
每百人固定电话数量 | 0.0004 | -0.0001 | ||
(0.001) | (0.001) | |||
联邦国家虚拟变量 | -0.0185 | |||
(0.122) | ||||
Freedom不自由 | 0.0065 | 0.0069 | ||
(0.016) | (0.016) | |||
Freedom自由 | -0.0074 | -0.0130 | ||
(0.023) | (0.022) | |||
国家脆弱指数 | -0.0066** | -0.0072*** | ||
(0.003) | (0.003) | |||
大洲虚拟变量 | YES | |||
年份 | YES | YES | YES | YES |
常数项 | -0.6794*** | 1.4215** | -2.5753*** | -0.8125 |
(0.144) | (0.570) | (0.329) | (0.642) | |
样本量 | 2235 | 1878 | 2235 | 1878 |
R2 | 0.041 | 0.053 | ||
国家数量 | 149 | 137 | 149 | 137 |
Tab. 3
Determinants of city size distribution(panel estimations of 1965-2010)
(1) | (2) | (3) | (4) | |
---|---|---|---|---|
固定效应 | 固定效应 | 随机效应 | 随机效应 | |
人口密度(ln) | 0.1041*** | 0.1957*** | 0.1046*** | 0.1325*** |
(0.016) | (0.055) | (0.013) | (0.024) | |
土地面积(ln) | 0.1368*** | 0.1511*** | ||
(0.015) | (0.020) | |||
人均GDP(ln) | 0.0577 | 0.0243 | ||
(0.105) | (0.092) | |||
人均GDP(ln)的平方 | -0.0030 | -0.0002 | ||
(0.007) | (0.006) | |||
城市化率 | -0.0020 | 0.0004 | ||
(0.001) | (0.001) | |||
第二三产业GDP占比 | 0.0017 | 0.0022** | ||
(0.001) | (0.001) | |||
进出口贸易GDP占比 | -0.0001 | -0.0002 | ||
(0.000) | (0.000) | |||
每百人固定电话数量 | 0.0016 | 0.0005 | ||
(0.001) | (0.001) | |||
独立时间分类 | -0.0206 | |||
(0.033) | ||||
大洲虚拟变量 | YES | |||
年份控制 | YES | YES | YES | YES |
常数项 | 0.0513 | -0.5437 | -1.6228*** | -2.2643*** |
(0.056) | (0.372) | (0.211) | (0.456) | |
样本量 | 1483 | 909 | 1483 | 909 |
R2 | 0.065 | 0.064 | ||
国家数量 | 149 | 141 | 149 | 141 |
[1] | Ding Song, Sun Bindong.Regional policy reshapes economic geography? A perspective from spatially-neutral and spatially-targeted approaches. Comparative Economic & Social Systems, 2015(6): 56-67. |
[丁嵩, 孙斌栋. 区域政策重塑了经济地理吗? 空间中性与空间干预的视角. 经济社会体制比较, 2015(6): 56-67.] | |
[2] | Chen Zhao, Lu Ming.How big should a primary city be? The effects of national population, globalization and urbanization. Academic Monthly, 2014, 46(5): 5-16. |
[陈钊, 陆铭. 首位城市该多大?国家规模、全球化和城市化的影响. 学术月刊, 2014, 46(5): 5-16.] | |
[3] | Auerbach F.The law of population concentration. Petermanns Geographical Information, 1913, 59: 74-76. |
[Auerbach F.Das Gesetz der Bevölkerungskonzentration. Petermanns Geographische Mitteilungen, 1913, 59: 74-76.] | |
[4] | Zipf G K.Human Behaviour and the Principle of Least Effort. New York: Addison-Wesley, 1949. |
[5] |
Krugman P.Confronting the Mystery of Urban Hierarchy. Journal of the Japanese & International Economies, 1996, 10(4): 399-418.
doi: 10.1006/jjie.1996.0023 |
[6] |
Soo K T.Zipf's Law for cities: A cross-country investigation. Regional science and urban Economics, 2005, 35(3): 239-263.
doi: 10.1016/j.regsciurbeco.2004.04.004 |
[7] | Zhao Jing, Dang Xinghua, Wang Xiulai.Evolution of urban agglomeration's spatial structure: Evidence from western area in China. Economic Review, 2009(4): 27-34. |
[赵璟, 党兴华, 王修来. 城市群空间结构的演变: 来自中国西部地区的经验证据. 经济评论, 2009(4): 27-34.] | |
[8] |
Alperovich G.Economic development and population concentration. Economic Development and Cultural Change, 1992, 41(1): 63-74.
doi: 10.1086/451995 |
[9] |
Cuberes D.Sequential city growth: Empirical evidence. Journal of Urban Economics, 2011, 69(2): 229-239.
doi: 10.1016/j.jue.2010.10.002 |
[10] |
Alperovich G.An explanatory model of city-size distribution: Evidence from cross-country data. Urban Studies, 1993, 30(9): 1591-1601.
doi: 10.1080/00420989320081521 |
[11] |
Rosen K T, Resnick M.The size distribution of cities: An examination of the Pareto law and primacy. Journal of Urban Economics, 1980, 8(2): 165-186.
doi: 10.1016/0094-1190(80)90043-1 |
[12] | Krugman P R.Geography and Trade. Cambridge: MIT Press, 1991. |
[13] | Fujita M, Krugman P R, Venables A J.The Spatial Economy: Cities, Regions, and International Trade. Cambridge: MIT Press, 1999. |
[14] |
Krugman P, Elizondo R L.Trade policy and the third world metropolis. Journal of development Economics, 1996, 49(1): 137-150.
doi: 10.1016/0304-3878(95)00055-0 |
[15] |
Alonso-Villar O.Large metropolises in the third world: An explanation. Urban Studies, 2001, 38(8): 1359-1371.
doi: 10.1080/00420980120061070 |
[16] | Krugman P.Increasing returns and economic geography. Journal of Political Economy, 1991, 99(3): 483-499. |
[17] |
Fujita M, Mori T.Transport development and the evolution of economic geography. Portuguese Economic Journal, 2005, 4(2): 129-156.
doi: 10.1007/s10258-005-0042-6 |
[18] | Sheng Kerong, JinYaokun, Ji Li. A study on the influencing factors of city size distribution based on country-level cross-sectional data. Economic Geography, 2013, 33(1): 66-71. |
[盛科荣, 金耀坤, 纪莉. 城市规模分布的影响因素: 基于跨国截面数据的经验研究. 经济地理, 2013, 33(1): 66-71.] | |
[19] |
Ades A F, Glaeser E L.Trade and Circuses: Explaining Urban Giants. Quarterly Journal of Economics, 1995, 110(1): 195-227.
doi: 10.2307/2118515 |
[20] |
Henderson J V, Wang H G.Urbanization and city growth: The role of institutions. Regional Science & Urban Economics, 2007, 37(3): 283-313.
doi: 10.1016/j.regsciurbeco.2006.11.008 |
[21] | Xu Xueqiang, Zhou Yixing, Ning Yuemin.Urban Geography.Beijing: Higher Education Press, 2009. |
[许学强, 周一星, 宁越敏. 城市地理学. 北京: 高等教育出版社, 2009.] | |
[22] | Zhou Yixing, Yang Qi.A review on the urban-size hierarchy of China and the territorial types of the hierarchy on provincial level. Acta Geographica Sinica, 1986, 41(2): 97-111. |
[周一星, 杨齐. 我国城镇等级体系变动的回顾及其省区地域类型. 地理学报, 1986, 41(2): 97-111.] | |
[23] | Cheng Kaiming, Zhuang Yanjie.Size distribution of cities and evolution mechanism of urban system in middle area of China. Scientia Geographica Sinica, 2013, 33(12): 1421-1427. |
[程开明, 庄燕杰. 中国中部地区城市体系规模分布及演进机制探析. 地理科学, 2013, 33(12): 1421-1427.] | |
[24] | Sun Bindong, Li Wan.City size distribution and economic performance: Evidence from city-regions in China. Scientia Geographica Sinica, 2016, 36(3): 328-334. |
[孙斌栋, 李琬. 城市规模分布的经济绩效: 基于中国市域数据的实证研究. 地理科学, 2016, 36(3): 328-334.] | |
[25] |
Pu Yingxia, Ma Ronghua, Ma Xiaodong, et al.Spatio-temporal dynamics of city-size distribution in Yangtze River Delta. Geographical Research, 2009, 28(1): 161-172.
doi: 10.11821/yj2009010018 |
[蒲英霞, 马荣华, 马晓冬, 等. 长江三角洲地区城市规模分布的时空演变特征. 地理研究, 2009, 28(1): 161-172.]
doi: 10.11821/yj2009010018 |
|
[26] | Liu Yaobin, Wang Ying, Xie Fei.The evolution characteristics of city size distribution of urban agglomeration around Poyang Lake. Economic Geography, 2013, 33(4): 70-76. |
[刘耀彬, 王英, 谢非. 环鄱阳湖城市群城市规模结构演变特征. 经济地理, 2013, 33(4): 70-76.] | |
[27] | Meijers E J, Burger M J.Spatial structure and productivity in US metropolitan areas. Environment and Planning A, 2010, 42(6): 1383-1402. |
[28] |
Gabaix X, Ibragimov R.Rank-1/2: A simple way to improve the OLS estimation of tail exponents. Journal of Business & Economic Statistics, 2011, 29(1): 24-39.
doi: 10.2139/ssrn.881759 |
[29] |
Cheshire P.Trends in sizes and structures of urban areas. Handbook of Regional and Urban Economics, 1999(3): 1339-1373.
doi: 10.1016/S1574-0080(99)80004-2 |
[30] |
Black D, Henderson V.Urban evolution in the USA. Journal of Economic Geography, 2003, 3(4): 343-372.
doi: 10.1093/jeg/lbg017 |
[1] | DING Jinhong, CHENG Chen, ZHANG Weijia, TIAN Yang. The ideological origins and geographical demarcation significance of Hu Huanyong Line [J]. Acta Geographica Sinica, 2021, 76(6): 1317-1333. |
[2] | DENG Xiangzheng, LIANG Li, WU Feng, WANG Zhenbo, HE Shujin. Chinese balanced regional development strategy from the perspective of development geography [J]. Acta Geographica Sinica, 2021, 76(2): 261-276. |
[3] | FANG Chuanglin. Bole-Taipei Line: The important function and basic conception as a line for regional balanced development [J]. Acta Geographica Sinica, 2020, 75(2): 211-225. |
[4] | GU Hengyu, MENG Xin, SHEN Tiyan, CUI Nana. Spatial variation of the determinants of China's urban floating population's settlement intention [J]. Acta Geographica Sinica, 2020, 75(2): 240-254. |
[5] | Wenying FU, Yanfang WU. Spatio-temporal characteristics and locational determinants for entry mode of German knowledge-intensive FDI in China [J]. Acta Geographica Sinica, 2017, 72(8): 1361-1372. |
[6] | Maojun WANG, Yongping XU. China's OFDI in America: Basic features and determinants [J]. Acta Geographica Sinica, 2017, 72(8): 1373-1391. |
[7] | Shijun WANG, Feilong HAO, Lili JIANG. Locations and their determinants of large-scale commercial sites in Changchun, China [J]. Acta Geographica Sinica, 2015, 70(6): 893-905. |
[8] | SHENG Kerong, SUN Wei. A study of sequential city growth pattern:Theoretical model and empirical evidence of U.S. urban system [J]. Acta Geographica Sinica, 2013, 68(12): 1632-1642. |
[9] | LIN Tao, LI Xin-hu, ZHANG Guo-qin, ZHAO Qian-jun, CUI Sheng-hui. Dynamic Analysis of Island Urban Spatial Expansion and Its Determinants: A Case Study of Xiamen Island [J]. Acta Geographica Sinica, 2010, 65(6): 715-726. |
[10] | HE Shenjing, LIU Yuting, Fulong WU, Chris WEBSTER. Poverty Concentration and Determinants in Low-income Neighbourhoods and Social Groups in Chinese Large Cities [J]. Acta Geographica Sinica, 2010, 65(12): 1464-1475. |
[11] | Zhang Wengchang, Jin Fengjun, Tang Xiufang. DISRIBUTION AND EXCHANGE REGULARITIES OF SPATIAL TRANSPORT LINKAGE [J]. Acta Geographica Sinica, 1994, 49(6): 490-499. |
[12] | Ouyang Nanjiang. ECONOMIC RESTRUCTURING AND REGIONAI DISPARITIES IN GUANGDONG PROVINCE [J]. Acta Geographica Sinica, 1993, 48(3): 204-217. |
[13] | Ren Meie. DEVELOPMENT OF GEOGRAPHICAL SCIENCE IN THE LAST DECADE [J]. Acta Geographica Sinica, 1990, 45(2): 132-138. |