The language and social behavior of innovators
Not on the map. Why?
Abstract (arXiv)
Innovators are creative people who can conjure the ground-breaking ideas that represent the main engine of innovative organizations. Past research has extensively investigated who innovators are and how they behave in work-related activities. In this paper, we suggest that it is necessary to analyze how innovators behave in other contexts, such as in informal communication spaces, where knowledge is shared without formal structure, rules, and work obligations. Drawing on communication and network theory, we analyze about 38,000 posts available in the intranet forum of a large multinational company. From this, we explain how innovators differ from other employees in terms of social network behavior and language characteristics. Through text mining, we find that innovators write more, use a more complex language, introduce new concepts/ideas, and use positive but factual-based language. Understanding how innovators behave and communicate can support the decision-making processes of managers who want to foster innovation.
Key facts. Cited by 1 paper in the map (data through 7 Oct 2026). Builds on 8 of its 111 references that are in the map. First posted on arXiv 20 Sep 2022.
Builds on
8 of 111 references.
References · 8
- 2019Distinctiveness Centrality in Social Networkscited by 12
- 2021The impact of virtual mirroring on customer satisfactioncited by 9
- 2021Forecasting managerial turnover through e-mail based social network analysiscited by 8
- 2021The power of reciprocal knowledge sharing relationships for startup successcited by 4
- 2021Personality correlates of key roles in informal advice networkscited by 2
- 2021Finding top performers through email patterns analysiscited by 2
- 2021The digital footprint of innovators: Using email to detect the most creative people in your organizationcited by 1
- 2021From words to connections: Word use similarity as an honest signal conducive to employees' digital communicationcited by 1
Built on by
Citing papers per year: 2026: 1.
1 paper.