Datos y evidencias del teletrabajo, antes y durante la pandemia por COVID-19
Notice bibliographique
Résumé
This short essay starts from the hypothesis that teleworking is nothing more, and nothing less, than the manifestation of an announced change of time, of which the pandemic is acting as an accelerator. A change of era defined by a new economic and labor space that is cyberspace, which deepens the digitization of the economy and the flexibilization of the labor market. Teleworking is an expected result in this new reality. The pandemic has exponentially increased this new form of work organization, defined as work done at home using electronic equipment. From a global perspective, the ILO has estimated, based on household surveys of 31 countries carried out in the second quarter of 2020, that 17.4% of the employed people worldwide, some 557 million, worked in that sector. period in their homes, ranging from 25.4% in high-income countries to 13.6% in low-income countries. For Latin America, teleworking rose between 25-30% in the second quarter of 2020, and in Europe, Eurofound, in April 2020, estimated that 37% of participants had started working at home with the onset of the pandemic. All of which has made it possible to maintain certain economic activity and the employment relationship of these people during the pandemic. Likewise, it should not be forgotten that the pandemic has also caused huge job losses, especially during the second quarter of 2020, when, according to ILO estimates, more than 300 million full-time jobs were lost. Job losses that as of the 2nd quarter of 2021 have not yet recovered from pre-pandemic levels. In this sense, it should not be forgotten that teleworking does not create new occupations, it only provides a new way of organizing work for those occupations whose tasks can be performed virtually. At the time of writing this article, after a year of restrictions on economic activity, mobility and social interaction, the surveys that Eurofound has continued to carry out show that exclusive teleworking, every day of the week, is decreasing in the whole of the European Union, from 34% in summer 2020 (second round) to 24% in spring 2021 (third round). Given that the pandemic has not yet ended, and we do not know how the "experiment" will end, we must continue to monitor these changes in the way of working, and how they affect the labor market and employment and working conditions. As far as we know, teleworking offers great advantages, but also important disadvantages, with respect to working and employment conditions, which can, positively or negatively, affect the health of the teleworker. Telework regulation is a key element of cyberspace-based regulation of the digital economy, and it must be a global issue.
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 | 0,001 | 0,010 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,000 | 0,000 |
| Bibliométrie | 0,002 | 0,003 |
| Études des sciences et des technologies | 0,001 | 0,002 |
| Communication savante | 0,003 | 0,003 |
| Science ouverte | 0,001 | 0,001 |
| Intégrité de la recherche | 0,002 | 0,003 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,007 | 0,001 |
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 ».