Hypotheses testing
| Relationship | Hypotheses | Standardized β | t-value bootstrap |
|---|---|---|---|
| H1a: Priorities heads of R&D areas → Proactivity of the center | Accepted | −0.099** | 1.821 |
| H1b: Priorities heads of R&D areas → Effectiveness (International projects gained by the center) | Accepted | −0.163* | 1.523 |
| H2a: RMO incentives → Proactivity of the center | Accepted | 0.163** | 2.08 |
| H2b: RMO incentives → Effectiveness (International projects gained by the center) | Rejected | 0.025n.s | 0.719 |
| H3a: RMO workload → Proactivity of the center | Accepted | 0.428*** | 3.002 |
| H3b: RMO workload → Effectiveness (International projects gained by the center) | Accepted | 0.260*** | 2.924 |
| No. of researchers in the center → Proactivity of the center | Rejected | 0.126n.s | 1.248 |
| No. of researchers in the center → Effectiveness (International projects gained by the center) | Rejected | 0.048n.s | 0.85 |
| No. of researchers in the center → RMO workload | Accepted | 0.629*** | 7.459 |
| Relationship | Hypotheses | Standardized β | |
|---|---|---|---|
| Accepted | −0.099** | 1.821 | |
| Accepted | −0.163* | 1.523 | |
| Accepted | 0.163** | 2.08 | |
| Rejected | 0.025n.s | 0.719 | |
| Accepted | 0.428*** | 3.002 | |
| Accepted | 0.260*** | 2.924 | |
| No. of researchers in the center → Proactivity of the center | Rejected | 0.126n.s | 1.248 |
| No. of researchers in the center → Effectiveness (International projects gained by the center) | Rejected | 0.048n.s | 0.85 |
| No. of researchers in the center → RMO workload | Accepted | 0.629*** | 7.459 |
Note(s): *p < 0.1; ** p < 0.05; *** p < 0.01
R2 (workload of RMO) = 0.396; R2 (proactivity of the center) = 0.355; R2 (efficacy or international projects gained by the center) = 0.696
Q2 (workload of RMO) = 0.395; Q2 (proactivity of the center) = 0.240; Q2 (efficacy or international projects gained by the center) = 0.264
Source(s): Authors’ elaboration
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