Table 3 Linear regression model: Effect of variables of interest on factor scores.
From: Untapped ethical resources for neurodegeneration research
| Â | Covariates | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Â | Gender | Subjects | Research Type | Head of Research Group | Position | Interest in Ethics | Ethics Consultation | Research Goal | ||
| Â | Female | Non-Human Animals | Other (e.g., cell culture) | Basic | Yes | Associate Prof/Assistant Prof | Postdoc/Grad Student | Highly Interested | Professional | Drug Discovery |
Factors | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â |
Issues | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â |
Traditional research ethics | -0.05 (p = 0.78) | -0.32 (p = 0.09) | -0.14 (p = 0.67) | -0.06 (p = 0.76) | 0.04 (p = 0.94) | 0.47 (p < 0.01) | -0.22 (p = 0.70) | 0.15 (p = 0.36) | 0.39 (p < 0.05) | -0.00 (p = 0.99) |
External forces | -0.30 (p = 0.13) | 0.17 (p = 0.41) | -0.02 (p = 0.96) | -0.23 (p = 0.32) | 0.72 (p = 0.19) | -0.25 (p = 0.22) | 0.44 (p = 0.49) | 0.64 (p < 0.01) | -0.27 (p = 0.17) | 0.15 (p = 0.43) |
Motivators | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â |
Ensuring public understanding | 0.55 (p < 0.01) | -0.36 (p = 0.06) | -0.67 (p < 0.05) | -0.03 (p = 0.87) | 0.84 (p = 0.07) | 0.14 (p = 0.44) | 0.57 (p = 0.30) | 0.20 (p = 0.24) | 0.24 (p = 0.18) | 0.26 (p = 0.13) |
External forces | -0.11 (p = 0.58) | -0.01 (p = 0.97) | -0.08 (p = 0.83) | 0.31 (p = 0.22) | -0.05 (p = 0.93) | 0.36 (p = 0.10) | 0.56 (p = 0.36) | 0.05 (p = 0.79) | 0.03 (p = 0.89) | 0.03 (p = 0.88) |
Requirements | -0.07 (p = 0.70) | -0.15 (p = 0.41) | 0.01 (p = 0.97) | 0.19 (p = 0.37) | -0.87 (p = 0.06) | 0.29 (p = 0.12) | -0.36 (p = 0.51) | -0.06 (p = 0.72) | 0.24 (p = 0.19) | -0.00 (p = 0.99) |
Values | 0.15 (p = 0.44) | 0.14 (p = 0.53) | 0.17 (p = 0.66) | -0.13 (p = 0.59) | -0.54 (p = 0.31) | 0.01 (p = 0.96) | -0.54 (p = 0.39) | 0.41 (p < 0.05) | 0.06 (p = 0.78) | -0.15 (p = 0.45) |
Press and public | -0.15 (p = 0.46) | 0.10 (p = 0.66) | -1.02 (p < 0.01) | -0.21 (p = 0.39) | 0.17 (p = 0.75) | -0.18 (p = 0.40) | 0.18 (p = 0.78) | -0.00 (p = 0.99) | 0.14 (p = 0.51) | -0.02 (p = 0.91) |
Barriers | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â |
Resources | 0.07 (p = 0.72) | -0.18 (p = 0.35) | -0.19 (p = 0.60) | 0.11 (p = 0.59) | -0.01 (p = 0.99) | -0.22 (p = 0.25) | 0.20 (p = 0.72) | 0.24 (p = 0.15) | 0.20 (p = 0.27) | 0.34 (p = 0.06) |
Burden | -0.12 (p = 0.57) | -0.52 (p < 0.05) | -0.48 (p = 0.27) | 0.11 (p = 0.65) | -0.10 (p = 0.85) | -0.05 (p = 0.83) | -0.54 (p = 0.41) | -0.12 (p = 0.55) | 0.22 (p = 0.31) | 0.02 (p = 0.92) |
Concern | -0.57 (p < 0.01) | 0.48 (p < 0.05) | 0.21 (p = 0.59) | 0.09 (p = 0.69) | -0.39 (p = 0.43) | 0.09 (p = 0.65) | -0.80 (p = 0.18) | -0.35 (p = 0.06) | -0.54 (p < 0.01) | 0.16 (p = 0.41) |
Interest | -0.13 (p = 0.56) | 0.05 (p = 0.84) | 0.05 (p = 0.90) | 0.07 (p = 0.80) | 0.72 (p = 0.21) | 0.31 (p = 0.17) | 0.78 (p = 0.25) | -0.33 (p = 0.11) | 0.13 (p = 0.55) | 0.16 (p = 0.46) |