Research Article

The Influence Mechanism of Knowledge Network Allocation Mechanism on Knowledge Distillation of High-Tech Enterprises

Table 2

Measurement indicators and basis.

VariableDimensionItemReferences

Knowledge network allocation mechanismKnowledge transferabilityPaying attention to the dynamic learning of new knowledge by employeesDhanaraj and Parkhe, Hurmelinna et al. [10, 11]
Number of patents owned by the company
Channels for corporate employees to communicate
Organizational learning ability
Knowledge iterationFrequency of employees going outEisingerich et al., Leischnig et al., Bi et al. [2830]
Having a good cooperative relationship with external companies
Enterprise technology development process
Knowledge stabilityDiversification of corporate knowledge sources
Product development cycle
Enterprise technology update cycle
Knowledge field activityKnowledge coordinationThe mobility of enterprise technical staffSenoo et al., Ding [31, 32]
The difference of enterprise technical personnel
Knowledge exchangeDifferences in organizational systems
Knowledge learningResponsibility with partnersPrabhu et al., Wu and Shanley, Liu and Zhou [3335].
Knowledge inventory rankingTechnological innovationThere is good cohesion among employees within the enterpriseChen et al., Gao and Liu, etc. [36, 37]
Smooth corporate interaction and communication
Strong active learning atmosphere
Enterprise personnel participating in external technical exchanges and cooperation
FundingThe enterprise’s ability to update and adjust the knowledge stock according to the changes in the external environment of the enterprise in a timely mannerConnelly and Zweig, Liden et al. [25, 38].
Knowledge resource poolingOrganization cooperationThe talents owned by the enterprise having rich knowledge and experience
The company actively encouraging internal members to organize various learning, communication, and discussion activities
Knowledge evolutionBrand recognitionThe company’s relatively complete and reasonable distribution of key knowledge
Number of enterprise high-tech reservesKang and Liu [39]
Knowledge distillationEnterprise R&D investment amountHu et al., Pan et al., etc. [4042]
Continuous R&D span in a certain field
Enterprise's ability to acquire external knowledge
The enterprise having the knowledge to meet the needs of the enterprise and society
Enterprise high-tech transformation
Business and local cooperation
Corporate brand being recognized by the society
Conversion and utilization efficiency of enterprise scientific research funds
Enterprise technology being recognized in the industry
Flexibility of enterprise organization