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. Author manuscript; available in PMC: 2017 Oct 1.
Published in final edited form as: Breast. 2016 Jul 22;29:231–240. doi: 10.1016/j.breast.2016.06.023

Table 5.

Factor loadings with varimax rotation for symptom cluster phenotypes.

4-8 Weeks post-surgery 12-Months post-surgery
Factor 1 Factor 2 Factor 3 Factor 1 Factor 2 Factor 3
Impaired
Limb
Mobility
Fluid
Accumulation
Discomfort Impaired Limb
Mobility
Discomfort Fluid
Accumulation
Limited Shoulder
Movement
0.850 0.131 0.227 0.650 −0.091 0.031
Limited Elbow
Movement
0.742 0.023 −0.010 0.621 −0.222 0.297
Limited Wrist
Movement
0.300 0.331 −0.070 0.410 −0.044 0.519
Fingers Limited 0.190 −0.214 0.546 0.370 −0.149 0.741
Limited Arm
Movement
0.852 0.158 0.236 0.783 0.189 0.104
Hand swelling - - - 0.546 0.050 0.599
Arm Swelling 0.320 0.627 −0.108 0.553 0.226 0.577
Breast Swelling −0.079 0.753 0.180 −.075 0.220 0.669
Chest Wall
Swelling
0.178 0.688 0.170 0.091 0.328 0.487
Firmness 0.331 0.554 0.033 0.784 .009 0.187
Tightness 0.784 0.133 0.182 0.785 .270 −0.034
Heaviness 0.401 0.521 0.090 0.794 .310 0.148
Fibrosis
(Toughness or
thickness of skin)
0.074 0.418 0.015 0.588 .101 0.476
Stiffness 0.728 0.120 0.333 0.618 .198 0.095
Tenderness 0.457 0.324 0.489 0.418 0.562 0.207
Hotness/Increased
temperature
−0.231 0.558 0.280 0.419 0.301 0.265
Redness 0.030 0.710 0.163 −0.037 0.164 0.363
Blistering - - - −0.069 0.736 0.024
Pain 0.341 −0.065 0.529 0.306 0.602 0.289
Numbness 0.296 0.301 .321 0.299 0.145 0.520
Burning −0.215 0.328 0.556 −0.065 0.436 0.522
Stabbing −0.163 0.359 0.694 −0.111 0.733 0.211
Tingling (pins and
needles)
0.086 0.080 0.466 0.085 0.587 0.146
Arm or hand
fatigue
0.237 0.102 0.694 0.412 0.606 0.033
Arm or hand
weakness
0.278 0.118 0.719 0.508 0.558 −0.053
Seroma - - - 0.199 0.688 0.150
Initial Eigenvalues 6.587 2.777 2.073 8.657 2.972 2.012
% of variance 28.641 12.076 9.012 33.296 11.429 7.739
% of cumulative
variance
28.641 40.717 49.729 33.296 44.725 52.464
*

Bold values denote factor loading > 0.40, -’s indicate symptoms not reported by any patients