{"title":"Knowledge Network Embeddedness and Innovation Resilience","authors":"Taiye Luo;Juanjuan Qu;Shuo Cheng","doi":"10.1109/TEM.2024.3422106","DOIUrl":null,"url":null,"abstract":"Innovation resilience refers to an innovator's capability to withstand disruptions and challenges and engage in innovation activities in a sustainable manner. Taking the innovation activities in the field of artificial intelligence as an example, this research analyzes the impact mechanisms of innovators’ innovation resilience. We propose four variables (i.e., combination breadth, combination opportunity, combination distance, and combination depth) to describe the combination characteristics of innovators’ knowledge elements, and find that the combination breadth of innovators’ knowledge elements has a positive impact on their innovation resilience, the combination distance of innovators’ knowledge elements has a negative impact on their innovation resilience, both the combination opportunities and combination depth of innovators’ knowledge elements have inverted U-shaped relationships with their innovation resilience.","PeriodicalId":55009,"journal":{"name":"IEEE Transactions on Engineering Management","volume":null,"pages":null},"PeriodicalIF":4.6000,"publicationDate":"2024-07-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Engineering Management","FirstCategoryId":"91","ListUrlMain":"https://ieeexplore.ieee.org/document/10582454/","RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BUSINESS","Score":null,"Total":0}
引用次数: 0
Abstract
Innovation resilience refers to an innovator's capability to withstand disruptions and challenges and engage in innovation activities in a sustainable manner. Taking the innovation activities in the field of artificial intelligence as an example, this research analyzes the impact mechanisms of innovators’ innovation resilience. We propose four variables (i.e., combination breadth, combination opportunity, combination distance, and combination depth) to describe the combination characteristics of innovators’ knowledge elements, and find that the combination breadth of innovators’ knowledge elements has a positive impact on their innovation resilience, the combination distance of innovators’ knowledge elements has a negative impact on their innovation resilience, both the combination opportunities and combination depth of innovators’ knowledge elements have inverted U-shaped relationships with their innovation resilience.
期刊介绍:
Management of technical functions such as research, development, and engineering in industry, government, university, and other settings. Emphasis is on studies carried on within an organization to help in decision making or policy formation for RD&E.