Notice bibliographique
Résumé
Each year, in the 4th quarter’s Economic Review, the National Bank examines the provisional results of the social balance sheets. As all the social balance sheets are not yet available for 2004, the study is based on a limited population of enterprises, compiled according to the principle of a constant sample. This population is made up of 38, 530 enterprises employing around 1, 331, 000 workers in 2004. The main results of the analysis, in terms of employment, working hours, labour cost and training, are as follows. Employment in the enterprises of the limited population increased by 0.3 p.c. on average between 2003 and 2004. The rise recorded at the end of the year is slightly higher, which points to an improvement in the course of the year. The growth of employment was particularly strong in the companies employing less than 50 full-time equivalents, whereas employment diminished in those employing over 250 workers. The health and social sector and construction proved to be most dynamic, whereas industry continued to reduce its staff. As usual, the improvement in the economic climate first translated in an increased use of more flexible working schemes : the downward trend recorded for some years in the share of fixed term employment contracts stopped and the enterprises filing full-format balance sheets revealed a sharp rise of work by temporary employment agency staff. However, there were still major differences between the various branches of activity as to the way they resort to those instruments. The adjustment of the production capacity to the growth in economic activity also showed in the increase in the average working hours. Thus, a rise was recorded for the number of full-time workers, i.e. a break with the downward trend observed since 1998. In some large enterprises, however, end-of-career workers benefited from extra days off, which affected average working hours. A new extension of the working hours of part-time workers was also recorded. In parallel, the share of part-time employment contracts increased significantly. The article stresses the differences between small and large enterprises and between the various branches of activity in the breakdown of workers by working scheme. Thus, in the small enterprises, which are particularly dynamic in job creation, the rise of part-time work mainly results from new engagements. In the large enterprises, on the other hand, it primarily results from the transition from full-time jobs to part-time jobs. The full-format balance sheets data allow to analyse some characteristics of the staff movements. The net inflow of workers has been broken down by their level of training and the gross outflow of workers by the reason for their leaving their job. In those areas as well, the enterprises show major differences according to their size and their branch of activity. Staff costs per hour worked increased by 1.9 p.c. on average between 2003 and 2004. The rise was slightly more marked for full-time workers. According to the results of an analysis based on a constant limited population over the period 2002-2004, the indicative wage norm of 5.4 p.c. was respected in most branches of activity, even though a rise exceeding that norm was observed in half of those enterprises. Finally, in spite of the concerns expressed by European and Belgian authorities, the formal training indicators again showed a drop in 2004, except for the participation rate. Especially the cost indicator, which relates the training budget to overall staff expenses, again fell, thus moving even further away from the 1, 9 p.c. objective set in the successive central agreements signed since 1998.
Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.
Comment cette classification a été obtenuedéplier
Prédiction machine sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.
Scores du classifieur distillé par catégorie (deux têtes)
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,003 | 0,009 |
| Méta-épidémiologie (sens strict) | 0,001 | 0,000 |
| Méta-épidémiologie (sens large) | 0,001 | 0,001 |
| Bibliométrie | 0,005 | 0,006 |
| Études des sciences et des technologies | 0,002 | 0,000 |
| Communication savante | 0,005 | 0,002 |
| Science ouverte | 0,001 | 0,002 |
| Intégrité de la recherche | 0,002 | 0,002 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,092 | 0,073 |
Scores machine (provisoires)
Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.
Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.
score_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découleClassification
machine, non validéePrédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».