Research Article

Performance Evaluation Model of Agricultural Enterprise Technology Innovation Based on GA-BP Neural Network

Table 1

Performance evaluation indicators of listed home appliance manufacturers.

First-level indicatorSecondary indicatorsThree-level indicator

Ability to invest resourcesHuman resourcesNumber of scientific and technical personnel
Structure of scientific and technical personnel
The proportion of scientific and technological personnel in the total number of people
Financial resourcesTotal investment in technological innovation
Technological innovation investment structure
The proportion of technological innovation investment in sales revenue
Information resourceInformation resource base construction
InfrastructureNumber of experiments and test equipment
Experiment and test equipment structure
Related party relationshipInvestment in the construction of supplier and strategic partnership
Supplier and strategic partnership maintenance investment
Innovation process capabilityInnovation value creation processIdentification of the innovation value creation process
Determination of requirements for innovation value creation process
Design of innovative value creation process
Implementation and improvement of innovation value creation process
Innovation support processIdentification of innovation support processes
Determination of innovation support process requirements
Design of the innovation support process
Implementation and improvement of the innovation support process
Innovation output capabilityQualityThe advanced nature of technical performance indicators of innovation achievements
Customer satisfaction and loyalty for innovation outcomes
Innovation outcome cost structure
ā€‰The difference between the cost of innovation and other similar products or substitutes degree
TypeThe average development cycle of innovation achievements
Average time between production of innovations
DifferenceThe structure of innovation achievements
Performance results of innovation outcomes
Market share of innovative achievements
FinanceOperating income from innovation achievements
Total profit of innovation achievements
Contribution rate of total assets of innovation achievements
Innovation environment supportExternal environmentContribution rate of government policies to enterprise innovation
Total financial investment
Total loans of financial institutions
Contribution rate of public infrastructure to enterprise innovation
Contribution rate of regional innovation level to enterprise innovation
The level of competition in the regional market
Internal environmentLeadership's innovative ideas and corporate innovation culture atmosphere
The position and target planning of enterprise innovation in overall strategy
Human resources work system, incentive mechanism and assessment