UNA APLICACIÓN SOBRE EL COMPORTAMIENTO DE LOS COSTOS A LA INDUSTRIA ESPAÑOLA
Bibliographic record
Abstract
La investigación contable más reciente defiende el comportamiento" pegadizo" de los costos, es decir su reacción no proporcional ante variaciones en el nivel de actividad. El presente estudio replica el modelo de Anderson, Banker y Janakiraman (2003) sobre una muestra de empresas españolas (sector industrial del mueble y sector de hostelería y restauración) y comprueba que los costos aumentan un 0,92% cuando las ventas lo hacen en un 1%, y disminuyen un 0,82% ante un declinamiento del 1% de las ventas. Se comprueba así que su magnitud está en línea con la hipótesis de la teoría de los costos pegadizos. Además, se demuestra la idoneidad del modelo en su aplicación a diferentes muestras de empresas, independientemente del sector de actividad de pertenencia.
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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 | 0.003 | 0.008 |
| Meta-epidemiology (narrow) | 0.002 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.002 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.004 | 0.004 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.002 | 0.001 |
| Insufficient payload (model declined to judge) | 0.014 | 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 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".