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. 2017 Oct 27;5:247. doi: 10.3389/fpubh.2017.00247

Table 4.

The contribution of variance of each variable to the third principal component, sorted by the contributed variance of variables in the third principal component.

Variables Labels PC1 PC2 PC3 PC4 PC5
totprvy1 TOTAL AMT PAID BY PRIVATE INS 11 0.162 0.028 0.420 0.092 0.000
obdprvy1 DR OFFICE VISITS—PRIVATE INS AMT 11 0.068 0.010 0.334 0.078 0.002
rxprvy1 TOTAL RX-PRIVATE INS AMT 11 0.029 0.008 0.331 0.032 0.001
hpejay1.1 HOLDER OF EMPL UNION INS IN JAN11 0.120 0.071 0.318 0.002 0.159
pegdey1.2 COVERED BY EMPL UNION INS IN DEC11 0.006 0.187 0.315 0.120 0.049
hpedey1.1 HOLDER OF EMPL UNION INS IN DEC11 0.125 0.082 0.304 0.001 0.159
pegjay1.2 COVERED BY EMPL UNION INS IN JAN11 0.008 0.188 0.300 0.137 0.040
hpedey1.2 HOLDER OF EMPL UNION INS IN DEC11 0.116 0.086 0.293 0.000 0.175
hpejay1.2 HOLDER OF EMPL UNION INS IN JAN11 0.120 0.088 0.274 0.004 0.156
opfprvy1 ALL OPD VISITS-PRIV INS AMT-FAC 11 0.027 0.008 0.271 0.019 0.219
pegjay1.1 COVERED BY EMPL UNION INS IN JAN11 0.273 0.118 0.248 0.096 0.028
totslfy1 TOTAL AMT PAID BY SELF/FAMILY 11 0.219 0.046 0.234 0.000 0.002
pegdey1.1 COVERED BY EMPL UNION INS IN DEC11 0.282 0.132 0.234 0.096 0.028
held1x.1 HEALTH INSUR HELD FROM RD 1 CMJ (ED) 0.103 0.141 0.230 0.001 0.177
oboprvy1 NON-DR OFF VISTS—PRIVATE INS AMT 11 0.000 0.000 0.225 0.016 0.003
held2x.1 HEALTH INSUR HELD FROM RD 2 CMJ (ED) 0.105 0.145 0.223 0.000 0.177
opdprvy1 ALL OPD VISITS-PRIV INS AMT-DR 11 0.085 0.007 0.211 0.014 0.226
obdslfy1 DR OFFICE VISITS—SELF/FAMILY AMT 11 0.053 0.001 0.204 0.006 0.011
mcddey1.1 COV BY MEDICAID OR SCHIP IN DEC11 0.016 0.111 0.201 0.144 0.030
opdexpy1 TOTAL OUTPATIENT PROVIDER EXP 11 0.053 0.066 0.201 0.006 0.275
rxtoty1 # PRESC MEDS INCL REFILLS 11 0.010 0.206 0.197 0.002 0.003
pridey1 COVERED BY PRIVATE INS IN DEC11 0.287 0.071 0.193 0.054 0.018
mcdjay1.1 COV BY MEDICAID OR SCHIP IN JAN11 0.015 0.107 0.185 0.133 0.032
marryy1x.6 MARITAL STATUS-12/31/11 (EDITED/IMPUTED) 0.004 0.003 0.183 0.331 0.035
inscovy1.2 HEALTH INSURANCE COVERAGE INDICATOR 11 0.005 0.323 0.170 0.038 0.018
optotvy1 # OUTPATIENT DEPT PROVIDER VISITS 11 0.259 0.076 0.168 0.003 0.167
opoprvy1 OPD NON-DR VISITS-PRIV INS AMT-FAC 11 0.087 0.005 0.166 0.009 0.118
intrpy1x PERSON’S INTEREST INCOME 11 0.014 0.007 0.165 0.004 0.000
opoexpy1 TOTAL OUTPATIENT NON-DR—FAC EXP 11 0.049 0.063 0.159 0.002 0.141
wrglas2.2 WEARS EYEGLASSES OR CONTACTS—RD 2 0.054 0.042 0.158 0.020 0.007
obothvy1 # OFFICE-BASED NON-PHYSICAN VISITS 11 0.041 0.035 0.158 0.001 0.004
opvprvy1 OPD DR VISITS-PRIV INS AMT-FAC 11 0.088 0.003 0.147 0.012 0.149
wrglas2.1 WEARS EYEGLASSES OR CONTACTS—RD 2 0.162 0.046 0.143 0.017 0.004
oboslfy1 NON-DR OFF VISTS—SELF/FAMILY AMT 11 0.002 0.001 0.136 0.000 0.007
obdtchy1 OFFICE-BASED PHYSICIAN VISIT CHARGES 11 0.099 0.109 0.136 0.044 0.000
coglim1.2 COGNITIVE LIMITATIONS—RD 1 0.305 0.002 0.134 0.194 0.007
stjbyy1 YEAR STARTED RD 1 CMJ 0.101 0.222 0.131 0.160 0.057
taxfrmy1.1 TAX FORM PERSON WILL FILE 11 0.078 0.003 0.131 0.012 0.002
insjay1x.2 COVR BY HOSP/MED INS IN JAN11 (ED) 0.003 0.014 0.128 0.390 0.067
insdey1x.2 COVR BY HOSP/MED INS IN DEC11 (ED) 0.003 0.015 0.127 0.393 0.074

PC, principal component.

The numbers after the “.” in the variable names indicating the categories. Other variables not shown for limited space. The range of contribution of variable variance is from 0 (no variance contributed to PCs) to 1 (all of variable variance contributed).