Target layer	Factor layer	Indicator layer		Weight
Level of technological innovation	Technological innovation environment	Proportion of technology expenditure in local fiscal expenditure (%)	+	0.074
	Technological innovation environment	Average number of college students per 100,000 population (person)	+	0.034
	Technological innovation investment	Full-time equivalent of R&D personnel (Person-year)/regional population	+	0.114
		R&D input intensity (%)	+	0.073
		Expenditures for new product development of enterprises above designated size (ten thousand yuan)/regional GDP	+	0.065
		Internal expenditure of R&D funds in high-tech industry (ten thousand yuan)/regional GDP	+	0.091
	Technological innovation output	Valid number of three patents (pieces)/regional population	+	0.163
	Technological innovation output	Scientific papers published by colleges and Universities (pieces)/Number of students	+	0.099
	Technological innovation transformation ability	Technology market turnover (ten thousand yuan)/regional GDP	+	0.226
	Technological innovation transformation ability	Sales revenue of new products of industrial enterprises above designated size (ten thousand yuan)/regional GDP	+	0.06