The impact of employee satisfaction on customer satisfaction: Theoretical and empirical underpinning
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
Employee satisfaction is significant when it comes to define organizational success, particularly in the service industry. The need to enhance employee satisfaction is critical because it is the key to better business operations as it increases long-term employee productivity and retains profitable customers. The purpose of this study is to observe and test practically the relationship between employee satisfaction and customer satisfaction. The study discusses five employee variables that impact on customer satisfaction, namely, communication and rewards as well as employee loyalty, retention and commitment. A set of hypotheses were then developed theoretically and tested practically using the SEM-PLS approach. In conclusion, it was found that customer satisfaction had a causal relationship with employee satisfaction and an understanding of the employees' satisfaction role was extremely important in this context. The paper also discusses further findings from the study as well as suggests future related research areas.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.000 | 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 | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| 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