(a) Discovery | (b) Development | (c) Delivery | |||||||
---|---|---|---|---|---|---|---|---|---|
Model 1 b (se) | Model 2 b (se) | Model 3 b (se) | Model 1 b (se) | Model 2 b (se) | Model 3 b (se) | Model 1 b (se) | Model 2 b (se) | Model 3 b (se) | |
Edges | -.90 (.18)* | −5.71 (2.24)* | −8.44 (1.52)* | −1.04 (.18)* | −3.83 (1.79)* | −5.69 (1.41)* | -.84 (.18) | −3.84 (1.75)* | −2.57 (3.80) |
Organizational characteristics (node attributes) | |||||||||
% time discovery | 0.06 (0.05) | .08 (.02)* | na | na | na | na | |||
% time development | na | na | 0.08 (0.03)* | .02 (.04) | na | na | |||
% time delivery | na | na | na | na | −0.05 (0.03) | .51 (.06)* | |||
Benefits | |||||||||
Enhanced influence on treatment and policy | −3.03 (3.86) | −2.36 (.77)* | −5.11 (1.55)* | -.52 (.85) | −4.2 (2.21) | 21.06 (8.85)* | |||
Enhanced impact on other researchers | 3.63 (2.07) | 2.74 (.06)* | 1.87 (1.45) | 6.86 (.08)* | 1.58 (1.68) | 39.22 (.15) | |||
Greater quality or frequency of publications | −1.95 (2.04) | −1.39 (.06)* | −1.69 (0.64)* | −1.61 (.08)* | −0.15 (1.23) | −22.56 (.17)* | |||
Acquisition of additional funding or other resources | −5.07 (2.90) | −5.55 (.06)* | −5.63 (1.92)* | −3.21 (.10)* | −12.14 (3.45)* | 24.88 (1.27)* | |||
Improved access to study subjects or data | 1.33 (1.37) | 2.06 (.07)* | −1.15 (1.18) | .86 (.08)* | −1.31 (1.14) | 20.43 (.14)* | |||
Enhanced access to other knowledge | 7.55 (6.09) | 6.78 (.06)* | 12.72 (4.03)* | −2.23 (.09)* | 25.43 (7.5)* | −138.47 (.15) | |||
Development of new tools and methods | −2.5 (1.64) | −2.44 (.07)* | −2.29 (1.14)* | .33 (.09)* | −4.61 (1.56)* | 17.19 (.16)* | |||
Drawbacks | |||||||||
Diversion of time and resources from other activities | −1.1 (1.41) | −1.52 (.57)* | 1.1 (0.69) | -.04 (.93) | −2.87 (0.81)* | .04 (2.71) | |||
Insufficient resources to support effective collaboration | 2.48 (1.73) | 2.41 (.08)* | 2.1 (1.11) | -.13 (.09) | 4.78 (1.55)* | −8.30 (2.20)* | |||
Loss of control/autonomy over decisions | 3.15 (1.92) | 2.82 (.49)* | 2.76 (1.41) | -3.30 (1.07)* | 9.48 (2.98)* | −58.55 (8.72)* | |||
Strained relations within my own organization | 0.74 (2.05) | .93 (.14)* | −1.43 (1.13) | .13 (.66) | −1.75 (1.35) | -.35 (7.94) | |||
Frustration or aggravation in dealing with partners | 1.35 (1.57) | 1.99 (.62)* | −0.14 (1.14) | -.78 (1.21) | 5.19 (1.52)* | −8.65 (8.19) | |||
Insufficient credit given to what my organization does | −2.02 (1.62) | −2.18 (.71)* | −1.38 (1.04) | 1.57 (.70) | −9.16 (2.31)* | 31.84 (4.60)* | |||
Difficulty due to geographical differences | −4.63 (1.20)* | −4.30 (.38)* | −3.98 (1.04)* | 1.30 (.80) | −8.17 (2.28)* | 44.04 (7.45)* | |||
Geometric terms (Global structural terms) | |||||||||
Geometrically weighted degree (GWD) | na | na | −17.54 (2.38)* | ||||||
Geometrically weighted dyadwise shared partners (GWDSP) | na | 1.10 (.10)* | 17.49 (.42) | ||||||
Geometrically weighted edgewise shared partners (GWESP) | 1.59 (.09)* | -.22 (.09)* | −5.45 (.22) |