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| PEI entity | Primary index | Secondary index | Measurement | Source |
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| Colleges | Technology supply | Technical project supply | Expenditure on R&D results and scientific services (10,000 yuan) | Statistical Compilation of Higher Education Science and Technology |
| Technical patent supply | Total patent sales (10,000 yuan) |
| Technical results supply | Amount of technology transformation contracts (10,000 yuan) |
| Talent supply | R&D personnel supply | Number of R&D personnel in colleges (10,000 people) |
| College student supply | Number of college graduates (10,000 people) | Local statistical yearbooks |
| College students’ working ability | Employer satisfaction with graduates (%) | Sample investigation |
|
| High-tech enterprises | Technology demand | Technology purchase demand | Expenditure on domestic technologies (10,000 yuan) | China Statistical Yearbook on Science and Technology |
| Technology introduction demand | Expenditure on foreign technologies (10,000 yuan) |
| Technology cooperation demand | Proportion of cooperative R&D projects in enterprise R&D projects (%) | Sample investigation |
| Talent demand | Talent quantity demand | Number of new jobs (10,000 people) | Local statistical yearbooks |
| Talent quality demand | Proportion of local employment in local college graduates (%) | Regional reports on employment of college graduates |
| Talent demand structure | Proportion of immigrants in local permanent residents (%) | Local statistical yearbooks |
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