Fig 1

Performance improvement factor model of new R&D institutions"

Table 1

Institution-employee basic performance improvement game matrix"

Table 2

Performance improvement game matrix under institution-employee revenue sharing"

Table 3

Analysis of the stability of the equilibrium point of the performance improvement game under the institution-employee revenue sharing"

Fig 2

Steps of performance improvement methods for new R&D institutions"

Fig 3

Simplified model of performance improvement factors for new R&D institution $ \bf{T} $"

Table 4

Parameter information of new R&D institution T"

Table 5

Tests whether the parameters of the case meet the stable conditions"

Table 6

Conditional probability table of seven improvement factors %"

Table 7

Probability table of high performance under seven improvement factors %"

Table 8

Conditional probability table of high performance produced by external factor $ \left(\bf{EF}\right) $"

Table 9

Conditional probability table of $ \bf{IF}$"

Table 10

Conditional probability table of IP"

Fig 4

Bayesian network model for performance improvement of new R&D institutions"

Fig 5

Improvement probability of factors for performance before improvement $ {{\boldsymbol{S}}} $ being high performance and low performance"

Fig 6

Factor improvement probability of performance $ {{{\boldsymbol{S}}}}{{{\boldsymbol{'}}}} $ after imporvement being high performance"

Fig 7

Factor improvement probability of the performance before improvement $ {\boldsymbol{S}} $ and the performance after the improvement $ {{{\boldsymbol{S}}}}{{{\boldsymbol{'}}}} $ being both at a high state of 100%"

Fig 8

Factor improvement probability when the performance before improvement is 100% in the low state and the performance after improvement is 100% in the high state"

Fig 9

Factor improvement probability when the performance after improvement $ {{{\boldsymbol{S}}}}{{{\boldsymbol{'}}}} $, external factors, and internal factors are all at a 100% high state"