Table 5. Multivariate linear regression models for predicting KT levels of HTA.
All | Drug | Device & Equip | Procedure | Systems | Others | |||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
B | Beta | B | Beta | B | Beta | B | Beta | B | Beta | B | Beta | |
Constant | 50.379 | 43.113 | -49.608 | 60.735 | 45.376 | 72.828 | ||||||
Sex | -2.033 | -0.060 | -2.590 | -0.082 | -3.220 | -0.095 | 0.465 | 0.013 | -2.734 | -0.083 | -1.994 | -0.058 |
Educate | -0.314 | -0.012 | 0.853 | 0.035 | 7.601 | 0.281 | -2.125 | -0.072 | -0.780 | -0.031 | -2.757 | -0.115 |
Academic rank | 2.759* | 0.137 | 0.743 | 0.040 | 1.178 | 0.061 | 6.250* | 0.281 | 2.842* | 0.146 | 5.650* | 0.269 |
Affiliation | -1.023 | -0.025 | -3.409 | -0.085 | 3.866 | 0.107 | 0.421 | 0.011 | -0.737 | -0.019 | -5.522 | -0.124 |
Funding source | 3.610* | 0.105 | 8.084* | 0.252 | -0.039 | -0.001 | -3.226 | -0.091 | 2.769 | 0.080 | 0.833 | 0.025 |
Policy-relevance | 2.189* | 0.102 | -0.508 | -0.025 | 3.964 | 0.153 | 1.603 | 0.084 | 2.625, | 0.120 | 3.264 | 0.158 |
Scientific rigor | -2.943* | -0.106 | 2.572 | 0.091 | 2.884 | 0.086 | 0.985 | 0.034 | -2.873, | -0.100 | -2.187 | -0.091 |
Timeliness | 1.830 | 0.069 | 1.771 | 0.064 | 1.555 | 0.052 | -2.248 | -0.083 | 1.457 | 0.055 | 1.201 | 0.053 |
Practicality | 1.891 | 0.078 | -3.076 | -0.124 | 3.674 | 0.122 | 4.855 | 0.223 | 4.259* | 0.170 | 2.091 | 0.096 |
Easy to understand | 2.096* | 0.119 | 3.158* | 0.200 | 3.593 | 0.224 | 0.496 | 0.027 | 2.248* | 0.125 | 2.095 | 0.127 |
Individual linkage mechanism | 8.379* | 0.485 | 7.922* | 0.484 | 6.801* | 0.346 | 5.905* | 0.345 | 7.852* | 0.453 | 9.036* | 0.502 |
Organizational support | 2.592* | 0.152 | 2.087 | 0.130 | 0.308 | 0.018 | 2.817 | 0.158 | 2.517* | 0.154 | 2.259 | 0.130 |
Organizational linkage | 2.242* | 0.126 | 0.654 | 0.040 | 5.723, | 0.255 | 6.903* | 0.345 | 2.433* | 0.122 | 3.442* | 0.236 |
Attitude | 1.741* | 0.102 | 2.204 | 0.112 | 2.101 | 0.120 | 2.109 | 0.143 | 2.117* | 0.122 | 0.541 | 0.035 |
N | 369 | 104 | 46 | 59 | 213 | 73 | ||||||
Adj R2 | 0.504 | 0.428 | 0.375 | 0.479 | 0.532 | 0.489 | ||||||
F | 27.714 | 6.494 | 2.926 | 4.809 | 18.202 | 5.919 | ||||||
VIF(max) | 2.149 | 1.762 | 3.297 | 5.181 | 1.949 | 3.885 |
*Indicate that variable is significant at 5% level.