Geography, Networks, and Knowledge Flow
Why is this work in the frame?
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
No Canadian affiliation. An affiliation-only frame — the usual design — would never have seen this work. It is one of the works that make the case for inverting the frame.
Machine scores (provisional)
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
- Teacher spread
- 0.217 · how far apart the two teachers sit on this one work
- Validation status
score_only:v0-immature-baseline· verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it
Abstract
Knowledge—which is closely linked to firm innovativeness—is accessed across organizational boundaries and geographic space via networks operating at different levels of analysis. However, we know tantalizingly little about the comparative influence of geography on knowledge flow across organizational boundaries over different types of ties, despite warnings that research needs to account for the geographic context of ties to fully understand causal relationships. Using a combination of primary and secondary data on 77 Canadian mutual fund companies, we find that institutional-level ties are valuable in knowledge transmission only when such ties are geographically proximate. Organization-level ties fail to act as transmitters of knowledge, regardless of geographic location. Interestingly, we find that geographically distant individual-level friendship ties are superior conduits for knowledge flow, which suggests they span “geographic holes.”
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
The record
- Venue
- Organization Science
- Topic
- Innovation and Knowledge Management
- Field
- Business, Management and Accounting
- Canadian institutions
- —
- Funders
- —
- Keywords
- Knowledge flowContext (archaeology)Economic geographyKnowledge spaceGeographical distanceSpace (punctuation)FriendshipKnowledge managementInterpersonal tiesStrong tiesLocationMarketingGeographyPublic relationsBusinessSociologyComputer sciencePolitical scienceSocial science
- Has abstract in OpenAlex
- yes