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There is abundant evidence that individuals create similar ideas independently at about the same time. While this phenomenon has often been documented, its underlying mechanisms have been understudied empirically. This study investigates two of such mechanisms implied by the theoretical work of Amabile (1983, 1988), Nonaka (1994), and Nonaka et al. (2006). We examine these mechanisms in the empirical setting of 3G and 4G standardization, allowing us to track whether inventors have access to the same technical information and are involved in interactive discussions on technical issues. Using AI-based similarity scores as well as patent examiner decisions on patent similarity, this study finds that individuals create similar knowledge when identical information inputs are given, and also when they exchange thoughts and ideas among them. The latter effect on parallel inventions is stronger and more robust than the former effect. Our findings deepen the understanding of knowledge creation and provide practical implications for organisations that seek to innovate.
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Stored only when both papers are in the corpus — 4 citations exist upstream.
Papers that cite the same references — the relational fallback while embeddings are still backfilling.
Imported from OpenAlex (CC0) — nothing here is generated.