Table 5 Logistic regression analysis of the collaborative willingness in TMR
Characteristic | Estimate | Wald Chi-Square | P-value | OR | 95% Wald confidence limits | |
|---|---|---|---|---|---|---|
Lower | Upper | |||||
Current research type | ||||||
Clinical research | Ref | |||||
Laboratory research | 0.433 | 1.603 | 0.205 | 1.541 | 0.789 | 3.011 |
Clinical and laboratory research | 0.300 | 2.030 | 0.154 | 1.350 | 0.893 | 2.041 |
Public health management research | 0.331 | 0.709 | 0.400 | 1.393 | 0.644 | 3.012 |
Do not conduct research | − 0.858 | 8.909 | 0.003* | 0.424 | 0.241 | 0.745 |
Role in current research | ||||||
National PI | Ref | |||||
Provincial PI | − 0.277 | 0.508 | 0.476 | 0.758 | 0.354 | 1.624 |
City-level PI | − 0.436 | 1.285 | 0.257 | 0.647 | 0.305 | 1.374 |
Department-level PI | − 0.583 | 2.041 | 0.153 | 0.558 | 0.251 | 1.242 |
Project participants | − 0.926 | 10.108 | 0.002* | 0.396 | 0.224 | 0.701 |
No project support | − 0.496 | 1.799 | 0.180 | 0.609 | 0.295 | 1.257 |
Current research pressure | ||||||
Very low | Ref | |||||
Low | 0.151 | 0.079 | 0.779 | 1.163 | 0.407 | 3.323 |
Moderate | 0.002 | 0.000 | 0.997 | 1.002 | 0.421 | 2.383 |
High | 0.253 | 0.333 | 0.564 | 1.288 | 0.545 | 3.043 |
Very high | 0.952 | 4.247 | 0.039* | 2.591 | 1.048 | 6.406 |
Preferred collaboration partners at the institutional or individual level | ||||||
Institutions | Ref | |||||
Individuals | − 0.591 | 13.579 | 0.00* | 0.554 | 0.405 | 0.758 |
Uncertain | − 4.545 | 42.277 | < 0.0001* | 0.011 | 0.003 | 0.042 |
Willing to collaborate with industry | ||||||
Strongly agree | Ref | |||||
Agree | 3.142 | 1.892 | 0.169 | 23.156 | 0.263 | > 999.999 |
Uncertain | 2.965 | 1.722 | 0.190 | 19.389 | 0.231 | > 999.999 |
Agree | 3.534 | 2.451 | 0.118 | 34.250 | 0.411 | > 999.999 |
Strongly agree | 3.143 | 1.969 | 0.161 | 23.168 | 0.287 | > 999.999 |
Preference for collaborating with hospitals in the research implementation stage | ||||||
No | Ref | |||||
Yes | 0.352 | 4.241 | 0.040* | 1.422 | 1.017 | 1.988 |
Preference for collaborating with community in the research achievement promotion stage | ||||||
No | Ref | |||||
Yes | 0.332 | 3.691 | 0.055 | 1.393 | 0.993 | 1.955 |
Preference for collaborating with health management scientists in the research application stage | ||||||
No | Ref | |||||
Yes | 0.367 | 3.575 | 0.059 | 1.444 | 0.987 | 2.112 |
Preferred research relationship | ||||||
Independent | Ref | |||||
Interdependent | 0.402 | 6.175 | 0.013* | 1.495 | 1.089 | 2.052 |
Receive additional funds or resources by collaboration | ||||||
Strongly agree | Ref | |||||
Agree | − 2.433 | 0.707 | 0.400 | 0.088 | < 0.001 | 25.436 |
Uncertain | − 2.529 | 0.806 | 0.369 | 0.080 | < 0.001 | 19.934 |
Agree | − 1.716 | 0.374 | 0.541 | 0.180 | < 0.001 | 43.947 |
Strongly agree | − 1.992 | 0.502 | 0.479 | 0.136 | < 0.001 | 33.769 |
Increase number of publications by collaboration | ||||||
Strongly agree | Ref | |||||
Agree | 2.641 | 0.537 | 0.464 | 14.024 | 0.012 | > 999.999 |
Uncertain | − 1.847 | 0.366 | 0.545 | 0.158 | < 0.001 | 62.343 |
Agree | − 1.297 | 0.183 | 0.669 | 0.273 | < 0.001 | 103.818 |
Strongly agree | − 0.964 | 0.102 | 0.750 | 0.381 | 0.001 | 143.427 |
Accelerate research process by collaboration | ||||||
Strongly agree | Ref | |||||
Agree | 1.518 | 0.202 | 0.653 | 4.562 | 0.006 | > 999.999 |
Uncertain | 3.789 | 1.248 | 0.264 | 44.205 | 0.057 | > 999.999 |
Agree | 3.325 | 0.971 | 0.324 | 27.790 | 0.037 | > 999.999 |
Strongly agree | 4.427 | 1.707 | 0.191 | 83.673 | 0.109 | > 999.999 |
Extra funds made available through collaboration | ||||||
Strongly agree | Ref | |||||
Agree | 1.447 | 0.249 | 0.618 | 4.252 | 0.014 | > 999.999 |
Uncertain | 0.314 | 0.012 | 0.912 | 1.368 | 0.005 | 360.494 |
Agree | − 0.048 | 0.000 | 0.987 | 0.953 | 0.004 | 245.458 |
Strongly agree | − 0.515 | 0.033 | 0.856 | 0.598 | 0.002 | 156.467 |
Improve skills of communication by collaboration | ||||||
Strongly agree | Ref | |||||
Agree | − 0.433 | 0.015 | 0.904 | 0.649 | < 0.001 | 733.327 |
Uncertain | − 0.015 | 0.000 | 0.997 | 0.985 | 0.001 | 718.965 |
Agree | − 0.503 | 0.022 | 0.881 | 0.605 | < 0.001 | 439.175 |
Strongly agree | 0.330 | 0.010 | 0.922 | 1.390 | 0.002 | 999.381 |
Lose research autonomy and control by collaboration | ||||||
Strongly agree | Ref | |||||
Agree | 0.387 | 0.207 | 0.549 | 1.472 | 0.279 | 7.775 |
Uncertain | − 0.192 | 0.053 | 0.818 | 0.825 | 0.161 | 4.233 |
Agree | − 0.424 | 0.261 | 0.610 | 0.654 | 0.128 | 3.336 |
Strongly agree | − 0.120 | 0.020 | 0.887 | 0.887 | 0.169 | 4.644 |