The Role of Customer Relationship Management on Enhancing the Customers’ Satisfaction in the Banks in Palestine
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
The aim of this paper is to investigate the role of customer relationship management on customers’ satisfaction in the banks in Palestine. The primary data was collected from Palestinian Banking Employees. Based on the multiple regression analysis and person correlation tests, this paper finds these results that the regression indicated these two predictors: CRM system integration and Service quality explained 64.2% of the variance (R²= 0.642, F (5,223) =50.222, P< 0.05). The scholars’ found that service quality significantly predicted customers’ satisfaction (ß=.191=, p=0.001), as did CRM system integration (ß=.727=, p=0.000). In addition, study finds that there is a positive significant relationship between customer relationship management dimensions and customers satisfaction. Finally, this study recommended keeping the effective communication between CRM and the bank’s customers.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| 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