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. 2022 Mar 26;85(2):415–435. doi: 10.1007/s10734-022-00841-9

Table 2.

Total betweenness centrality and total percent of ARWU ranked institutions by traditional, planned, and emerging hubs

Time period Size of network Traditional destinations Planned hubs Emerging hubs
Total mobile students worldwide Total betweenness centrality Total % WR Total betweenness centrality Total % WR Total betweenness centrality Total % WR
1999/2000–2002/2003 2.1 M–2.6 M 6526.004 68.1% 643.663 4.2% 2504.143 6.9%
2003/2004–2006/2007 2.7 M–3.1 M 6521.091 72.2% 599.803 3.9% 2848.572 6.1%
2007/2008–2010/2011 3.3 M–4.0 M 5898.188 67.5% 840.660 3.8% 3395.190 7.7%
2011/2012–2014/2015 4.1 M–4.8 M 4849.279 63.4% 1046.727 4.3% 3869.475 10.6%
2015/2016–2018/2019 5.1 M–5.7 M 4334.096 52.3% 1185.475 6.3% 4441.070 18.2%
Change over time  − 2191.908  − 15.8% 541.812 2.1% 1936.927 11.3%
Percent change over time  − 33.6%  − 23.2% 84.2% 50.2% 77.35% 163.4%