Research Article
Research on Shanghai's Scientific and Technological Innovation Ability Based on Principal Component Analysis
@INPROCEEDINGS{10.4108/eai.24-2-2023.2330672, author={Qingsong Guo and Keke Ge}, title={Research on Shanghai's Scientific and Technological Innovation Ability Based on Principal Component Analysis}, proceedings={Proceedings of the 2nd International Conference on Engineering Management and Information Science, EMIS 2023, February 24-26, 2023, Chengdu, China}, publisher={EAI}, proceedings_a={EMIS}, year={2023}, month={6}, keywords={innovation ability; evaluation system; principal component analysis}, doi={10.4108/eai.24-2-2023.2330672} }- Qingsong Guo
Keke Ge
Year: 2023
Research on Shanghai's Scientific and Technological Innovation Ability Based on Principal Component Analysis
EMIS
EAI
DOI: 10.4108/eai.24-2-2023.2330672
Abstract
The capacity for innovation in science and technology represents a city's potential and level of growth. This paper takes four municipalities (Shanghai, Beijing, Tianjin and Chongqing) as the research object. Evaluation indicators are created from the aspects of science innovation input and output. Based on the relevant data from 2017 to 2021, the innovation differences of the four municipalities are measured by principal component analysis using SPSS software. The research recommends that cooperation between universities and other institutions should be expanded to give full play to the advantages of universities. Also, foster scientific innovation capacity in high-tech industries more quickly. The innovation characteristics of Shanghai are compared and summarized in this empirical study, which serves as a guide for other regions planning scientific innovation work.
