Customer satisfaction and ISO 9001 improvement requirements in the supply chain
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
Purpose The purpose of this paper is to investigate the influence of ISO 9001 quality improvement requirements in ISO 9001:2008, i.e. the corrective and preventive actions and internal audit, on customer satisfaction. Design/methodology/approach For the purposes of the study, data were collected via a survey on 200 aerospace and transportation companies that belong to a Canadian multinational company supply chain. The relationships between the corrective and preventive actions and internal auditing, on the one hand, and customer satisfaction, on the other, were examined via the structural equation modeling technique. Findings The major contribution of this study is that it has identified internal audit as the most influential continual improvement ISO 9001 requirement prior to the ISO 9001 transition phase, along with the corrective actions, while the preventive actions in the present formulation do not significantly influence customer satisfaction. Research limitations/implications This study is based on a cross-sectional survey conducted on the supply chain level in the aerospace and transportation sector; hence, a longitudinal study is possible as a future research avenue. The generalizability of this study’s findings is limited to similar supply chains around a multinational company consisted of companies that have at least ISO 9001 standard, but also fulfill other industry-specific requirements. Also, findings are based mainly on quality managers’ attitudes, so future studies are recommended to examine other positions’ views, too. Practical implications This research contributes to the literature and bridges the gap between theory and practice. It could be of value to both the certification bodies and the organizations that are interested in improving customer satisfaction by implementing ISO 9001 in the multinational supply chains context such as the aerospace and transportation sector. Originality/value While the influence of the ISO 9001 standard on customer satisfaction has been the subject of prior research, this is the first time that the simultaneous effect of the corrective and preventive actions and internal auditing on customer satisfaction has been studied. The validity of the removal of preventive actions from ISO 9001:2015 has also been analyzed.
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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 | 0.003 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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