文献类型：期刊文献

英文题名：The improvement path and evaluation of science and technology innovation capability in Shaanxi equipment manufacturing industry under the background of intelligence

作者：Liu, Hong[1];Wang, Qin[2];Ma, Qiao[3];Liu, Junxia[1]

第一作者：Liu, Hong

通讯作者：Wang, Q[1]

机构：[1]Xian Fanyi Univ, Sch Int Business, Xian, Peoples R China;[2]Beijing Union Univ, Sch Appl Sci & Technol, 97 North Fourth Ring East Rd, Beijing 100101, Peoples R China;[3]Tech Sch Guidance Ctr, Shaanxi Prov Dept Human Resources & Social Secur, Xian, Peoples R China

第一机构：Xian Fanyi Univ, Sch Int Business, Xian, Peoples R China

通讯机构：[1]corresponding author), Beijing Union Univ, Sch Appl Sci & Technol, 97 North Fourth Ring East Rd, Beijing 100101, Peoples R China.|[1141775]北京联合大学应用科技学院;[11417]北京联合大学;

年份：2025

外文期刊名：JOURNAL OF COMPUTATIONAL METHODS IN SCIENCES AND ENGINEERING

收录：EI(收录号：20253318965029);Scopus(收录号：2-s2.0-105012835686);WOS:【ESCI(收录号:WOS:001541466900001)】；

基金：The authors disclosed receipt of the followingfinancial support for the research, authorship, and/or publication of this article: This study issupported by Shaanxi Social Science Fund Project (No. 2024D025); Special Research Project of Philosophy and Social Sciences in Shaanxi Province in 2024 (No. 2024HZ0931, No. 2024ZD435); Research Team Project on High-quality Development of Rural Economy in Shaanxi (No. 2024SKXJCTD01).

语种：英文

外文关键词：equipment manufacturing industry; science and technology innovation capability; evaluation index system; improvement path; principal component analysis method; entropy method

摘要：Taking data from eight sub-industries of equipment manufacturing industry in Shaanxi province from 2012 to 2020 as samples, an evaluation index system of science and technology innovation capability in Shaanxi equipment manufacturing industry is constructed, to evaluate the innovation capability of each sub-industry by principal component analysis method and entropy method, and analyze their dynamic evolution trends combined with kernel density. The results show that the innovation capability of railway, shipbuilding, aerospace, and other transportation equipment manufacturing industries is far ahead of other seven sub-industries in Shaanxi. The contribution of the two indexes, including R&D expenditure and Proportion of sales revenue from new products, is higher than other indexes, and the gap in the capability is expanding over time. Therefore, intelligent transformation in Shaanxi equipment manufacturing industry is an inevitable choice. It is necessary to strengthen investment in new equipment and technologies, focus on research and development of new products, effectively expand channels for obtaining funds, and give full of the driving effect of dominant industries to enhance the innovation capability in Shaanxi equipment manufacturing industry.