The death of distance, revisited: disseminative capacity and knowledge transfer
Bibliographic record
Abstract
Purpose The purpose of this paper is to assess how the transfer of explicit and tacit knowledge is affected by the knowledge disseminative capacity of a foreign parent firm, with an emphasis on the moderating role of psychic distance, by developing and testing a theoretical model of international joint venture (IJV) learning. Design/methodology/approach The author tested the hypotheses with survey data collected from 199 IJVs in South Korea, estimating a structural equation model using AMOS 23.0. Findings The author found that the capacity of the foreign parent to disseminate knowledge to the IJV has a greater impact on explicit knowledge transfer than tacit knowledge transfer. He also found that the relationship between disseminative capacity and explicit knowledge transfer is significantly moderated by psychic distance, but the relationship between disseminative capacity and tacit knowledge transfer is not. Originality/value The results are critical for IJVs and parent firms seeking to improve knowledge transfer, as they establish the importance of parent firms’ disseminative capacities and the moderating role of psychic distance in the process of both tacit and explicit knowledge transfer. This research addresses the research gap regarding disseminative capacity by providing empirical evidence.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
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.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".