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Table 6. 
NIPA loadings on factors in 2018
MeasurePA-APA-BPA-C
ARWU 
1. Alumni 0.84 0.00   
2. Award 0.86 0.01   
3. HiCi 0.01 0.79   
4. NS 0.41 0.58   
5. PUB −0.09 0.75   
THE 
1. Teaching 0.92 −0.02   
2. Research 0.86 0.15   
3. Citations 0.16 0.66   
4. Industry Income 0.63 −0.20   
5. International Outlook −0.04 0.73   
QS 
1. Academic reputation 0.88 −0.06 0.07 
2. Employer reputation 0.83 0.08 −0.08 
3. Faculty Student 0.24 −0.01 −0.40 
4. International Faculty −0.02 0.75 0.07 
5. International Students 0.02 0.76 −0.06 
6. Citations 0.26 0.13 0.44 
MeasurePA-APA-BPA-C
ARWU 
1. Alumni 0.84 0.00   
2. Award 0.86 0.01   
3. HiCi 0.01 0.79   
4. NS 0.41 0.58   
5. PUB −0.09 0.75   
THE 
1. Teaching 0.92 −0.02   
2. Research 0.86 0.15   
3. Citations 0.16 0.66   
4. Industry Income 0.63 −0.20   
5. International Outlook −0.04 0.73   
QS 
1. Academic reputation 0.88 −0.06 0.07 
2. Employer reputation 0.83 0.08 −0.08 
3. Faculty Student 0.24 −0.01 −0.40 
4. International Faculty −0.02 0.75 0.07 
5. International Students 0.02 0.76 −0.06 
6. Citations 0.26 0.13 0.44 

Note: Loadings larger than .40 are in bold.

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