The Effect of Knowledge Management Context on Knowledge Management Practices: an Empirical Investigation
Bibliographic record
Abstract
Abstract: This paper presents recent research findings on the effects of organizational knowledge management (KM) context on KM practices. Data were collected at a large Canadian law firm via a Web-based survey instrument from over 400 participants comprising professional and support staff working in various office locations. The purpose of the study was to gain insight on the antecedents of knowledge management behaviors in organizations. A theoretical model explicating the impact of an organization’s KM environment on both organizational and individual KM behaviors was developed and tested using structural equation modeling techniques. The moderating effects of age, biological sex, job category, and years spent in the organization were also examined. Results indicate that an organization’s knowledge management environment impacts on both organizational as well as personal knowledge management behaviors. Furthermore, we show that organizational KM behavior also influences personal KM behavior, thus acting as a mediator between the overarching organizational knowledge management policies and practices and the employees ’ individual practices. Based on this empirical evidence, recommendations are suggested for organizations wishing to institutionalize knowledge management initiatives in their firms.
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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 | 0.004 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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".