TQM practice in maquiladora: Antecedents of employee satisfaction and loyalty
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Abstract In this study, we investigate the transferability of TQM practices to offshore manufacturing firms by validating direct and indirect relationships among top management commitment, HR‐focused TQM practices, employee satisfaction, and employee loyalty. Our research objective is to isolate critical TQM practices that would enhance employee satisfaction and loyalty among maquiladora workers. On‐site surveys were conducted at two leading maquiladora firms that have long implemented TQM. The statistical results indicate that employee empowerment, teamwork, and employee compensation have a significant and positive influence on employee satisfaction. The improved employee satisfaction leads to a higher level of employee loyalty. In addition, the results indicate that the effects of top management commitment on employee empowerment and teamwork are significantly mediated by employee training, implying that the success of employee empowerment and quality teams can be dependent upon the level of employee training.
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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 | 0.002 |
| 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