Table 4 Latent class analysis — typologies of embedded researcher in the data
| Â | Class 1: remote embedded researcher model | Class 2: low level embeddedness model | Class 3: reverse embedded researcher model | Class 4: classic embedded researcher model | ||||
|---|---|---|---|---|---|---|---|---|
| Â | Marginal mean | Standard error | Marginal mean | Standard error | Marginal mean | Standard error | Marginal mean | Standard error |
Type of embeddedness | Â | Â | Â | Â | Â | Â | Â | Â |
 Physically embedded—definite | 0.0% | 0.000 | 0.0% | 0.000 | 45.1% | 0.070 | 100.0% | 0.000 |
 Physically embedded—probable | 37.0% | 0.071 | 0.0% | 0.000 | 11.8% | 0.045 | 0.0% | 0.000 |
 Cultural or institutionally embedded | 36.9% | 0.071 | 3.6% | 0.035 | 56.9% | 0.069 | 34.6% | 0.047 |
 Procedurally embedded | 52.2% | 0.074 | 0.0% | 0.000 | 25.5% | 0.061 | 24.0% | 0.042 |
 Nature of embeddedness unclear | 0.0% | 0.000 | 100.0% | 0.001 | 0.0% | 0.000 | 0.0% | 0.000 |
Direction of embeddedness | Â | Â | Â | Â | Â | Â | Â | Â |
 Research to policy | 100.0% | 0.000 | 75.0% | 0.082 | 0.0% | 0.000 | 100.0% | 0.000 |
 Policy to research | 13.0% | 0.050 | 17.9% | 0.072 | 64.7% | 0.067 | 15.4% | 0.035 |
 Other direction | 4.3% | 0.030 | 14.3% | 0.066 | 37.2% | 0.068 | 1.9% | 0.013 |
Nature of activities | Â | Â | Â | Â | Â | Â | Â | Â |
 Research production | 71.7% | 0.066 | 64.3% | 0.091 | 78.4% | 0.058 | 74.0% | 0.043 |
 Research facilitation | 47.8% | 0.074 | 42.8% | 0.094 | 35.3% | 0.067 | 31.7% | 0.046 |
 Knowledge brokering | 50.0% | 0.074 | 46.4% | 0.094 | 47.1% | 0.070 | 60.6% | 0.048 |
 Probability in the data | 20.0% | 0.026 | 12.2% | 0.022 | 22.3% | 0.028 | 45.4% | 0.033 |
 Assigned studies | 20.1% | 46 | 12.2% | 28 | 22.3% | 51 | 45.4% | 104 |