Table 3. Factor loadings for 27-item Barrier to Insulin Questionnaire.
Rotated Factor loading (N = 247) | |||||||||||
Item # | Factor 1 | Factor 2 | Factor 3 | Factor 4 | Factor 5 | Factor 6 | Factor 7 | Factor 8 | Factor 9 | Factor 10 | |
1. Lack of updated information about DM | 0.075 | 0.701 | 0.035 | –0.352 | –0.176 | 0.177 | 0.052 | –0.084 | 0.267 | –0.021 | |
2. Low trust to physician | 0.118 | 0.137 | 0.095 | –0.040 | 0.006 | –0.110 | 0.815 | 0.064 | –0.159 | 0.104 | |
3. Wish to trying Traditional Chinese Medicine | 0.224 | –0.003 | –0.080 | –0.101 | 0.030 | –0.153 | 0.012 | 0.092 | 0.812 | –0.004 | |
4. Wish to try lifestyle (diet control and exercise) or other alternative medicine | –0.165 | –0.143 | 0.008 | 0.098 | 0.099 | 0.302 | 0.669 | 0.008 | 0.322 | –0.077 | |
5. Feelings of drug dependence | 0.156 | 0.198 | –0.026 | 0.008 | 0.234 | 0.042 | 0.048 | 0.689 | 0.051 | 0.020 | |
6. Insulin will worsen disease severity | 0.081 | –0.011 | 0.073 | –0.170 | 0.715 | 0.149 | –0.011 | 0.202 | 0.093 | 0.132 | |
7. Do not agree that his/her disease is severe | –0.151 | 0.145 | 0.178 | –0.019 | –0.117 | 0.156 | 0.063 | 0.356 | 0.161 | 0.605 | |
8. Do not believe insulin can help control blood glucose and prevent complications | –0.010 | 0.539 | –0.124 | 0.319 | –0.251 | 0.115 | 0.058 | 0.086 | –0.126 | 0.076 | |
9.Pills work better than insulin | 0.018 | –0.145 | 0.124 | –0.157 | 0.540 | 0.146 | 0.270 | –0.018 | –0.379 | –0.265 | |
10. Means failure of the diabetes treatment | 0.051 | –0.128 | 0.136 | 0.344 | 0.442 | 0.387 | –0.125 | 0.029 | 0.150 | –0.037 | |
11. Fear of hypoglycemia | 0.205 | –0.138 | 0.093 | –0.043 | 0.141 | 0.731 | 0.009 | 0.217 | –0.022 | 0.044 | |
12. Fear of weight gain | 0.209 | 0.117 | –0.040 | –0.059 | 0.099 | 0.734 | 0.064 | –0.157 | –0.227 | 0.043 | |
13. Pain | 0.001 | 0.022 | 0.648 | 0.059 | 0.290 | 0.357 | 0.098 | –0.248 | 0.129 | 0.043 | |
14. Cannot manage skill of injection | –0.125 | 0.593 | –0.141 | 0.388 | –0.105 | –0.088 | –0.008 | –0.128 | 0.098 | 0.226 | |
15. Inconvenience | 0.187 | –0.171 | 0.348 | 0.083 | 0.476 | 0.048 | 0.299 | –0.121 | –0.089 | –0.146 | |
16. Afraid of injection | 0.180 | –0.088 | 0.826 | –0.161 | 0.074 | –0.033 | 0.142 | –0.071 | –0.017 | 0.036 | |
17. Afraid of blood glucose monitoring | 0.101 | –0.146 | 0.673 | –0.034 | 0.025 | –0.037 | –0.104 | 0.230 | –0.158 | –0.105 | |
18. Complication of injection (skin mark & others) | 0.385 | –0.150 | 0.344 | –0.311 | –0.100 | 0.315 | 0.150 | 0.026 | 0.042 | 0.031 | |
19. Financial cost | 0.149 | 0.064 | –0.128 | 0.065 | 0.073 | –0.010 | 0.009 | –0.128 | –0.081 | 0.825 | |
20. Time (for regular dose of insulin) | –0.099 | 0.065 | –0.046 | 0.754 | –0.101 | 0.067 | 0.098 | 0.162 | –0.130 | 0.077 | |
21. Affect social life or hobbies | 0.394 | 0.086 | –0.004 | –0.265 | 0.421 | 0.038 | –0.032 | –0.517 | –0.128 | 0.048 | |
22.Worry other people will know his/her problem | 0.816 | 0.054 | 0.087 | –0.141 | 0.014 | 0.097 | –0.084 | 0.058 | 0.105 | 0.071 | |
23.Feeling injection is embarrassing, afraid of being seen | 0.860 | 0.027 | 0.150 | –0.050 | –0.021 | 0.141 | 0.037 | –0.068 | 0.037 | –0.057 | |
24. Feels like drug addict | 0.736 | –0.098 | 0.048 | –0.026 | 0.229 | 0.107 | 0.066 | 0.083 | 0.064 | 0.040 | |
25. Lack of family support | –0.136 | 0.260 | –0.089 | 0.723 | –0.024 | –0.138 | –0.061 | –0.102 | 0.048 | –0.032 | |
26.Lack of social support | –0.008 | 0.696 | –0.117 | 0.100 | –0.042 | –0.154 | 0.035 | 0.196 | –0.147 | 0.043 | |
27.Can't pay close attention to my diet as insulin treatment requires | 0.006 | 0.616 | –0.036 | 0.179 | 0.379 | –0.072 | –0.103 | 0.097 | 0.035 | 0.032 | |
Total | |||||||||||
Eigenvalue | 4.606 | 2.613 | 2.100 | 1.494 | 1.378 | 1.271 | 1.233 | 1.119 | 1.059 | 1.007 | 17.87 |
% of variance | 0.171 | 0.097 | 0.078 | 0.055 | 0.051 | 0.047 | 0.046 | 0.041 | 0.039 | 0.037 | 0.662 |
Note:
Factors were extracted by exploratory factor (principal component) analysis with varimax rotation.
The Kaiser–Meyer–Olkin (KMO) measure was 0.725.