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Performance Evaluation of Government R&D Investment Based on Factor Analysis
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Zhiquan ZHAO1, Yanyan LIN1, Zhimin LI2
Science Technology and Industry | 2025, 25(12) : 308 - 314
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Science Technology and Industry | 2025, 25(12): 308-314
Policy & Planning
Performance Evaluation of Government R&D Investment Based on Factor Analysis
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Zhiquan ZHAO1, Yanyan LIN1, Zhimin LI2
Affiliations
  • 1 School of Economics and Management, Zhongyuan University of Technology, Zhengzhou 450007, China
  • 2 Henan Special Equipment Inspection and Research Institute, Zhengzhou 450007, China
Published: 2025-06-25
Outline
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Innovation-driven development provides new impetus for economic and social development and is the core approach to leading future economic transformation. Government R&D investment reflects the national will, and it is necessary to evaluate its output efficiency. Using panel data from 31 provinces(due to the lack of data, the statistical data mentioned here do not include the Hong Kong Special Administrative Region, the Macao Special Administrative Region and Taiwan Province) in China from 2018 to 2022, 13 specific indicators from the input and output sides were selected to build a performance evaluation system for government R&D investment. Factor analysis was used to study the government R&D investment performance. Combining the model construction and the results analysis, improving government R&D investment performance is proposed by promoting diversification of R&D funding sources, optimizing the execution structure of government R&D funding, and increasing R&D personnel input.

government R&D investment  /  factor analysis  /  performance evaluation
Zhiquan ZHAO, Yanyan LIN, Zhimin LI. Performance Evaluation of Government R&D Investment Based on Factor Analysis[J]. Science Technology and Industry, 2025 , 25 (12) : 308 -314 .
Year 2025 volume 25 Issue 12
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Article Info
  • Receive Date:2024-12-17
  • Online Date:2025-12-17
  • Published:2025-06-25
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  • Received:2024-12-17
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Affiliations
    1 School of Economics and Management, Zhongyuan University of Technology, Zhengzhou 450007, China
    2 Henan Special Equipment Inspection and Research Institute, Zhengzhou 450007, China
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表12种不同金属材料的力学参数

Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)

Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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