Determinants of high‐performance work systems in small and medium‐sized private enterprises in <scp>C</scp> hina
Why this work is in the frame
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Bibliographic record
Abstract
This study investigates the determinants of high‐performance work systems ( HPWS ) in small and medium‐sized private enterprises ( SMPEs ) in C hina. Fifteen SMPE owners in a medium‐sized city of C hina were interviewed, the data were analysed and a grid model was developed. The results show that stakeholder relationships and the commitment of owners to human resource management ( HRM ) are the two main aspects determining the adoption of HPWS in C hina's SMPEs . Most of the HRM practices used by these SMPEs were developed by the owners according to the specific needs of the firm and the need for flexibility. This research contributes to the HPWS literature by providing evidence on its development in SMPEs in a transitional economy.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| 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 it