{"title":"意味着改变的词语:汽车行业的矛盾思维和生态效率","authors":"Mauricio Marrone, Frank Figge","doi":"10.1002/bse.70231","DOIUrl":null,"url":null,"abstract":"This study uses the automotive industry to investigate the link between paradoxical thinking language in corporate sustainability reports and companies' eco‐efficiency. We hypothesized that different types of paradoxical thinking would be associated with varying eco‐efficiency outcomes. Using ChatGPT to generate a lexicon of paradoxical terms, we analyzed sustainability reports from the automotive industry spanning 2002 to 2022, testing associations with four eco‐efficiency indicators. Our analysis reveals that paradoxical thinking matters, but different forms have varying degrees and forms of impact. Specifically, we find that cautious, conditional, and risk‐aware language correlates with higher eco‐efficiency, while growth‐focused and innovation‐oriented language correlates with lower eco‐efficiency. Companies using deliberative, uncertain language achieve superior environmental and economic balance, while those emphasizing expansion and bold innovation show weaker eco‐efficiency performance. This research suggests that specific language patterns in sustainability reports both reflect and potentially influence practical environmental outcomes, suggesting that paradoxical thinking is not uniform but varies significantly in its environmental consequences.","PeriodicalId":9518,"journal":{"name":"Business Strategy and The Environment","volume":"64 1","pages":""},"PeriodicalIF":13.3000,"publicationDate":"2025-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Words That Mean Change: Paradoxical Thinking and Eco‐Efficiency in the Automotive Sector\",\"authors\":\"Mauricio Marrone, Frank Figge\",\"doi\":\"10.1002/bse.70231\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This study uses the automotive industry to investigate the link between paradoxical thinking language in corporate sustainability reports and companies' eco‐efficiency. We hypothesized that different types of paradoxical thinking would be associated with varying eco‐efficiency outcomes. Using ChatGPT to generate a lexicon of paradoxical terms, we analyzed sustainability reports from the automotive industry spanning 2002 to 2022, testing associations with four eco‐efficiency indicators. Our analysis reveals that paradoxical thinking matters, but different forms have varying degrees and forms of impact. Specifically, we find that cautious, conditional, and risk‐aware language correlates with higher eco‐efficiency, while growth‐focused and innovation‐oriented language correlates with lower eco‐efficiency. Companies using deliberative, uncertain language achieve superior environmental and economic balance, while those emphasizing expansion and bold innovation show weaker eco‐efficiency performance. This research suggests that specific language patterns in sustainability reports both reflect and potentially influence practical environmental outcomes, suggesting that paradoxical thinking is not uniform but varies significantly in its environmental consequences.\",\"PeriodicalId\":9518,\"journal\":{\"name\":\"Business Strategy and The Environment\",\"volume\":\"64 1\",\"pages\":\"\"},\"PeriodicalIF\":13.3000,\"publicationDate\":\"2025-09-24\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Business Strategy and The Environment\",\"FirstCategoryId\":\"91\",\"ListUrlMain\":\"https://doi.org/10.1002/bse.70231\",\"RegionNum\":1,\"RegionCategory\":\"管理学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"BUSINESS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Business Strategy and The Environment","FirstCategoryId":"91","ListUrlMain":"https://doi.org/10.1002/bse.70231","RegionNum":1,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BUSINESS","Score":null,"Total":0}
Words That Mean Change: Paradoxical Thinking and Eco‐Efficiency in the Automotive Sector
This study uses the automotive industry to investigate the link between paradoxical thinking language in corporate sustainability reports and companies' eco‐efficiency. We hypothesized that different types of paradoxical thinking would be associated with varying eco‐efficiency outcomes. Using ChatGPT to generate a lexicon of paradoxical terms, we analyzed sustainability reports from the automotive industry spanning 2002 to 2022, testing associations with four eco‐efficiency indicators. Our analysis reveals that paradoxical thinking matters, but different forms have varying degrees and forms of impact. Specifically, we find that cautious, conditional, and risk‐aware language correlates with higher eco‐efficiency, while growth‐focused and innovation‐oriented language correlates with lower eco‐efficiency. Companies using deliberative, uncertain language achieve superior environmental and economic balance, while those emphasizing expansion and bold innovation show weaker eco‐efficiency performance. This research suggests that specific language patterns in sustainability reports both reflect and potentially influence practical environmental outcomes, suggesting that paradoxical thinking is not uniform but varies significantly in its environmental consequences.
期刊介绍:
Business Strategy and the Environment (BSE) is a leading academic journal focused on business strategies for improving the natural environment. It publishes peer-reviewed research on various topics such as systems and standards, environmental performance, disclosure, eco-innovation, corporate environmental management tools, organizations and management, supply chains, circular economy, governance, green finance, industry sectors, and responses to climate change and other contemporary environmental issues. The journal aims to provide original contributions that enhance the understanding of sustainability in business. Its target audience includes academics, practitioners, business managers, and consultants. However, BSE does not accept papers on corporate social responsibility (CSR), as this topic is covered by its sibling journal Corporate Social Responsibility and Environmental Management. The journal is indexed in several databases and collections such as ABI/INFORM Collection, Agricultural & Environmental Science Database, BIOBASE, Emerald Management Reviews, GeoArchive, Environment Index, GEOBASE, INSPEC, Technology Collection, and Web of Science.