{"title":"Navigating Strategic Balance: CEO Big Data Orientation, Environmental Investment, and Technological Innovation in Chinese Manufacturing","authors":"Weiwei Wu, Xu Wang","doi":"10.3390/systems12070255","DOIUrl":null,"url":null,"abstract":"In the digital age, China’s economic development is transitioning from high speed to high quality. Through the application of digital technology, China’s manufacturing industry is moving toward more environmentally friendly and sustainable innovation, which makes it of great significance to study the effect of green investment and big data on innovation. Grounded in strategic management theory, this paper examines the interplay between CEO big data orientation, environmental investment, and their joint impact on technological innovation in manufacturing enterprises. Data are extracted from annual reports of listed Chinese manufacturing companies using computer-assisted text analysis methods and evaluated with negative binomial regression. The results indicate an inverted U-shaped relationship between CEO big data orientation and technological innovation. The results further explain that as CEO big data orientation increases, enterprises with higher levels of green investment will reach the peak of technological innovation performance earlier. According to China’s intelligent manufacturing in 2035, we have proposed some methods and suggestions for green investment and big data applications.","PeriodicalId":507784,"journal":{"name":"Systems","volume":"12 10","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Systems","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.3390/systems12070255","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
In the digital age, China’s economic development is transitioning from high speed to high quality. Through the application of digital technology, China’s manufacturing industry is moving toward more environmentally friendly and sustainable innovation, which makes it of great significance to study the effect of green investment and big data on innovation. Grounded in strategic management theory, this paper examines the interplay between CEO big data orientation, environmental investment, and their joint impact on technological innovation in manufacturing enterprises. Data are extracted from annual reports of listed Chinese manufacturing companies using computer-assisted text analysis methods and evaluated with negative binomial regression. The results indicate an inverted U-shaped relationship between CEO big data orientation and technological innovation. The results further explain that as CEO big data orientation increases, enterprises with higher levels of green investment will reach the peak of technological innovation performance earlier. According to China’s intelligent manufacturing in 2035, we have proposed some methods and suggestions for green investment and big data applications.
数字时代,中国经济发展正从高速度向高质量转型。通过数字技术的应用,中国制造业正朝着更加环保和可持续的创新方向发展,因此研究绿色投资和大数据对创新的影响具有重要意义。本文以战略管理理论为基础,研究了 CEO 大数据导向、环保投资之间的相互作用及其对制造业企业技术创新的共同影响。本文采用计算机辅助文本分析方法,从中国制造业上市公司的年报中提取数据,并用负二项回归进行评估。结果表明,CEO 大数据导向与技术创新之间存在倒 U 型关系。结果进一步说明,随着CEO大数据导向的增强,绿色投资水平较高的企业将更早达到技术创新绩效的顶峰。根据 2035 年的中国智能制造,我们提出了一些绿色投资和大数据应用的方法和建议。