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- W3045679445 abstract "The maker movement is a trend with a strong potential for the sourcing of future innovations. Yet we lack an understanding of how new ideas emerge within the maker movement. This study investigates social interactions’ influences on ideas’ newness in an online maker community. In accordance with previous research, we argue that, on average, makers with a broker status in the online community develop more novel ideas. We further argue that not all brokers have the same access to diverse knowledge and that the assumed positive relationship between broker status and idea newness is stronger for brokers with access to more diverse knowledge—individuals we refer to as generalists. We collected data from a popular online maker community containing 18,146 ideas, 19,919 maker profiles, and 52,663 comments. Analyzing this dataset with topic modeling (Latent Dirichlet Allocation) to extract hidden knowledge elements and with social network analysis to identify brokers, we find support for the positive relationship between broker status and idea newness. Surprisingly, we find that knowledge concentration, held by what we refer to as specialists, (and not knowledge breadth) strengthens a favorable broker position, and discuss this counterintuitive finding as well as theoretical and practical implications." @default.
- W3045679445 created "2020-08-03" @default.
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- W3045679445 date "2020-08-01" @default.
- W3045679445 modified "2023-10-02" @default.
- W3045679445 title "New Ideas in Online Maker Communities — The Interaction of Knowledge Exposure and Network Position" @default.
- W3045679445 doi "https://doi.org/10.5465/ambpp.2020.20702abstract" @default.
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