Net Working Capital and the Profitability: Empirical Evidence form Amman Stock Exchange
Why this work is in the frame
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Bibliographic record
Abstract
The current study investigates empirically the relationship between the net working capital and the profitability of the industrial companies for the period of 9 years from 2009-2017. To fulfill this aim, the researcher used the analytical descriptive method on a sample consisted of 26 industrial companies listed in Amman Stock Exchange (ASE). The empirical result shows that net operating income and return on asset have positive relationship with net working capital. However, there is no relationship between net working capital and profit margin. The study recommends that to more attention for investing the net working capital by determining investment opportunities that reflect positively on profitability. Additionally, managers should raise the awareness of their employees regarding the importance of internal and external investment to increase the market share.
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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 | 0.002 | 0.001 |
| 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 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.001 |
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