The Effect of the Change in the Balance Sheet Law in 2014-2018 on Management of Companies in Poland
Bibliographic record
Abstract
Polish business entities operate based on accounting principles in accordance with the Accounting Act and the accounting policy established by the directors of the entities. Changes in the balance sheet law have a significant effect on the internal accounting principles applied in companies. In the last three years, Polish accounting regulations have been adapted to the solutions used in the European Union.The aim of the paper is to analyse information aspects of accounting, including financial reporting in Poland in the decision-making processes of internal recipients, taking into account the changes in legal regulations.The research method was the analysis of the literature and legal acts, and a practical example.Changes in legislation influence the accounting policies defined by the managers of business entities. Companies can simplify their accounting principles including those concerning reporting. However, the simplifications should not adversely affect the economic decisions of the entity's manager and the recipients of the financial statements.The lack of accurate financial data from the accounting system may adversely affect the decision-making of the unit's manager in management processes. As it results from the analysis of the literature of the subject and the accounting systems of small enterprises, financial information from accounting is necessary for effective business management. Therefore, managers apply simplifications in accounting quite carefully.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".