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Table 5. 
Rotated PCA Loadings on Components 2018
MeasurePC-APC-BPC-C
ARWU 
1. Alumni 0.04 0.66   
2. Award −0.03 0.48   
3. HiCi −0.66 −0.02   
4. NS −0.36 0.35   
5. PUB −0.84 −0.01   
THE 
1. Teaching −0.28 −0.45   
2. Research −0.42 −0.45   
3. Citations −0.89 −0.12   
4. Industry Income 0.07 −0.88   
5. International Outlook −0.96 0.12   
QS 
1. Academic reputation −0.99 −0.05 0.03 
2. Employer reputation −0.92 0.04 0.10 
3. Faculty Student −0.15 0.04 0.92 
4. International Faculty 0.01 0.94 −0.08 
5. International Student 0.02 0.95 0.10 
6. Citations −0.55 0.14 −0.58 
MeasurePC-APC-BPC-C
ARWU 
1. Alumni 0.04 0.66   
2. Award −0.03 0.48   
3. HiCi −0.66 −0.02   
4. NS −0.36 0.35   
5. PUB −0.84 −0.01   
THE 
1. Teaching −0.28 −0.45   
2. Research −0.42 −0.45   
3. Citations −0.89 −0.12   
4. Industry Income 0.07 −0.88   
5. International Outlook −0.96 0.12   
QS 
1. Academic reputation −0.99 −0.05 0.03 
2. Employer reputation −0.92 0.04 0.10 
3. Faculty Student −0.15 0.04 0.92 
4. International Faculty 0.01 0.94 −0.08 
5. International Student 0.02 0.95 0.10 
6. Citations −0.55 0.14 −0.58 

Note: Loadings larger than .40 are in bold.

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