Research Article

[Retracted] Impact of Financial R&D Resource Allocation Efficiency Based on VR Technology and Machine Learning in Complex Systems on Total Factor Productivity

Table 9

Economic implications of TFP and its breakdown indicators.

IndexEconomic implications>0<0

TFPTotal factor productivity after deducting environmental costsTotal factor productivity growthGreen total factor productivity decline
Pure efficiency changeManagement innovation, system innovation
Induced productivity changes
Pure efficiency improvementPure efficiency deterioration
Pure technological progressTechnological innovation, process improvement
Induced productivity changes
Pure technological progressPure technology regression
Scale efficiency changesProductivity changes caused by economies of scale brought about by scale expansionIncreased scale efficiencyScale efficiency decline
Technological scale changesIt only represents the technical meaning of DEA, not the economic meaningTechnology deviation from CRSTechnology deviation from VRS