Assessing Knowledge Sharing Behaviour among Employees in SMEs: An Empirical Study
Why this work is in the frame
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Bibliographic record
Abstract
The purpose of this study is to present and tests the key factors of knowledge sharing behavior of employees in the SMEs in Malaysia. A survey was designed and interview conducted with employees in the manufacturing companies from Melaka and Johor states. Survey questions designed from the literature to examine employee perceptions of all variables were identified. Data from 305 respondents were used to validate the measures and test our research model. The results of the study show that reward system, culture, trust and technology are the four key factors which influencing the knowledge sharing behavior in the firms. Finally, the recommendation for HR executives are discussed in this research may help the firms in guiding their efforts to build knowledge based firms in Malasia.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.002 | 0.002 |
| 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 it