Topic modeling and clustering in the trace data-driven analysis of job demands among teachers

Psychosocial work environment characteristics like job demands have traditionally been studied using survey data. We propose an alternative approach utilizing work related trace data collected from the information systems that employees use to achieve organizational goals. We analyze the job demands...

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Detalles Bibliográficos
Autores principales: Kalliomäki-Levanto, Tiina, Kivimäki, Ilkka, Varje, Pekka, Haavisto, Olli
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10590369/
https://www.ncbi.nlm.nih.gov/pubmed/37865705
http://dx.doi.org/10.1038/s41598-023-45356-0

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10590369/
https://www.ncbi.nlm.nih.gov/pubmed/37865705
http://dx.doi.org/10.1038/s41598-023-45356-0

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