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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...
Autores principales: | Kalliomäki-Levanto, Tiina, Kivimäki, Ilkka, Varje, Pekka, Haavisto, Olli |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
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 |
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