Table 1

Factors and items loading

FactorItemDescriptionIndividual item loading
F1. PRIOR (Priorities of heads of R&D areas)PRIOR341To obtain higher long-term financing associated to projects0.9804*
PRIOR3410To improve researchers’ employment opportunities0.9804*
PRIOR3411To increase collaborations with industry0.9778*
PRIOR3412To develop education and training programs0.8031*
PRIOR3413To obtain practical and applicable results from the developed research projects0.8029*
PRIOR3414To obtain more support from other R&D areas0.8029*
PRIOR3415To improve the research culture of the area and the center0.8029*
PRIOR3416To increase the support from other local or regional R&D areas0.7172*
PRIOR342To obtain more basal funds not coming from national or international projects0.9807*
PRIOR343To increase the number of international scientific publications0.9758*
PRIOR344To attract good researchers0.7445*
PRIOR345To improve international collaborations0.9782*
PRIOR346To develop a better scientific program0.9774*
PRIOR347To obtain more support from the CEO and top management team0.9799*
PRIOR348To improve the scientific leadership of the R&D area0.9806*
F2. INCRMO (RMO Incentives)INCRMO213It provides the RMO members with more job security0.8708*
INCRMO214It increases the promotion opportunities for the RMO members0.8277*
INCRMO215It improves the appreciation and respect for the RMO members among the rest of the staff0.9033*
INCRMO219It offers opportunities for RMO members to learn new things0.8325*
F3. WORKRMO (RMO Workload)WORKRMONumber of activities undertaken by the RMO in the last year, in relation to the staff members of the office1*
F4. NRESEAR (Number of researchers in the centers)NRESERARNumber of research staff in the centers1*
F5. PROACT (Proactivity of the center)PROACT1817th FP - Cooperation–Health0.8100*
PROACT18157th FP - Cooperation-NANO 7th FP–IDEAS0.8783*
PROACT186(ERC)0.9160*
PROACT1877th FP - PEOPLE (Marie Curie Actions)0.8708*
F6. EFFEC (Effectiveness of the center)EFFECNumber of international competitive projects acquired by the center in the last five years1*

Note(s): *All loadings are significant (ƿ<0.1)

Items PRIOR (349 and 3417); Items INCRMO (211, 212, 216,217 and 2111); Items PROACT (182, 183, 184, 185, 188, 189, 1810, 1811, 1812, 1813 and 1814) were eliminated (the values of their loads were below 0.7)

Source(s): Authors’ elaboration

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