The effect of working capital management, fixed financial asset ratio, financial debt ratio on profitability in Indonesian consumer goods sector
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 purpose of this study is to analyze the impact of working capital management, fixed assets and debt ratio on company profitability. The study uses a sample of consumer goods sector companies listed on the Indonesia Stock Exchange from 2017 to 2019. The researchers use working capital management by the number of number of days account receivable (ARDays), the number of days Account Payable (APDays), the number of days inventory (INVDays), the Fixed Financial Asset Ratio (FA), and the Financial Debt Ratio (FD) with profitability by using gross profit (GP). Researchers used the secondary data obtained from the Indonesia Stock Exchange (IDX) on yearly basis and process the data statistics with multiple regression by SPSS 20. The population of this research includes 54 companies and the total sample covers 46 companies by passing the purposive sampling stage. The results of this study indicate that there was a significant relationship between working capital management, FA ratio and profitability while FD ratio had no effect on profitability.
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 | 0.001 | 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 | 0.001 | 0.000 |
| 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