Acta Geographica Sinica ›› 2020, Vol. 75 ›› Issue (4): 681-694.doi: 10.11821/dlxb202004002
• Globalization and Regional Development • Previous Articles Next Articles
HOU Chunguang1,2,3, DU Debin1,2,3(), LIU Chengliang1,2, GUI Qinchang1,2, LIU Shufeng1,2, QIN Xionghe1,2,3
Received:
2018-05-25
Revised:
2019-09-24
Online:
2020-04-25
Published:
2020-06-25
Contact:
DU Debin
E-mail:dbdu@re.ecnu.edu.cn
Supported by:
HOU Chunguang, DU Debin, LIU Chengliang, GUI Qinchang, LIU Shufeng, QIN Xionghe. Spatio-temporal evolution and factors influencing international student mobility networks in the world[J].Acta Geographica Sinica, 2020, 75(4): 681-694.
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Tab. 1
Statistics on the characteristics of international student mobility networks from 2001 to 2015
年份 | 网络规模 | 集聚性 | 度中心性 | 强度中心性 | ||||||
---|---|---|---|---|---|---|---|---|---|---|
节点数 | 边数 | 图密度 | 直径 | 平均聚类系数 | 平均度 | 平均加权度 | ||||
2001 | 203 | 4921 | 0.120 | 3 | 0.686 | 24 | 8004 | |||
2002 | 202 | 5379 | 0.132 | 4 | 0.699 | 27 | 10055 | |||
2003 | 205 | 6021 | 0.144 | 4 | 0.665 | 29 | 11206 | |||
2004 | 207 | 5906 | 0.139 | 5 | 0.670 | 29 | 11386 | |||
2005 | 206 | 5679 | 0.134 | 3 | 0.709 | 28 | 11935 | |||
2006 | 207 | 5959 | 0.140 | 4 | 0.688 | 29 | 12068 | |||
2007 | 208 | 6103 | 0.142 | 4 | 0.708 | 29 | 13092 | |||
2008 | 208 | 6781 | 0.157 | 4 | 0.670 | 33 | 14004 | |||
2009 | 208 | 7026 | 0.163 | 4 | 0.647 | 34 | 14993 | |||
2010 | 207 | 7226 | 0.169 | 5 | 0.674 | 35 | 15510 | |||
2011 | 209 | 7605 | 0.175 | 4 | 0.677 | 36 | 16561 | |||
2012 | 211 | 7793 | 0.176 | 5 | 0.662 | 37 | 16631 | |||
2013 | 209 | 7712 | 0.177 | 4 | 0.687 | 37 | 16971 | |||
2014 | 211 | 8456 | 0.191 | 4 | 0.667 | 40 | 18298 | |||
2015 | 212 | 9137 | 0.204 | 3 | 0.655 | 43 | 20834 |
Tab. 2
Regression results of international student mobility
变量 | 模型1 | 模型2 | 模型3 | 模型4 |
---|---|---|---|---|
目的地国高等教育质量 | 0.0431*** | 0.0469*** | ||
(0.0027) | (0.0028) | |||
目的地国高校在校生数量 | 0.0515*** | 0.0524*** | ||
(0.0010) | (0.0010) | |||
目的地国人均GDP | 0.1498*** | 0.1508*** | ||
(0.0027) | (0.0027) | |||
语言临近性 | -0.6509*** | -0.1589*** | ||
(0.0343) | (0.0340) | |||
历史联系 | 0.4406*** | 0.7994*** | ||
(0.0424) | (0.0414) | |||
地理距离 | -0.7300*** | -0.6092** | ||
(0.2271) | (0.2419) | |||
目的地国全球化水平 | 0.2261*** | 0.0035 | 0.3313*** | 0.0321 |
(0.0246) | (0.0242) | (0.0256) | (0.0254) | |
来源国全球化水平 | 0.1717*** | 0.0468** | 0.1588*** | 0.0397** |
(0.0188) | (0.0190) | (0.0179) | (0.0190) | |
常数项 | 0.9470*** | 0.3582*** | 0.9059*** | 0.3294*** |
(0.0215) | (0.0235) | (0.0274) | (0.0290) | |
样本数 | 27510 | 27510 | 27510 | 27510 |
关系对 | 1834 | 1834 | 1834 | 1834 |
Wald chi2 | 166.65 | 12026.53 | 951.78 | 12409.43 |
Prob > chi2 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
Log likelihood | -137976.95 | -134414.42 | -137644.68 | -134242.95 |
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