The Impact of Working Capital Management on Solvency: Empirical Study From Listed Companies in Vietnam
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
Working capital management has a great impact on the solvency of any business entity. This paper examines the impact of working capital management on the solvency of enterprises listed on the Vietnamese stock exchange. Data were collected from the financial statements of 395 enterprises listed on the Ho Chi Minh Stock Exchange and the Hanoi Vietnam Stock Exchange with a total of 1,580 observations in the period of 2015 - 2018. The study used Ordinary Least Square (OLS), Fixed Effect Model (FEM), and Random Effect Model (REM) to investigate the impact of some variables such as average collection period index, inventory conversion cycle index, and average payment period index on the solvency in both short and long terms. The empirical results showed that the average collection period and inventory cycle have a positive impact on short-term solvency and long-term solvency while the average payment period has the opposite impact.
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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 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.001 |
| 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