ArticleFrontiers in psychology2023
Modeling the effect of postgraduate courses on soft skills: a practical approach.
Article in Frontiers in psychology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
2 citing papers in PubMed.
- Development and psychometric validation of the soft skills scale for primary school students.Frontiers in psychology · 2026Article
- A survey of attitudes towards the curriculum for clinical medicine postgraduates pursuing professional master's degrees: perspectives of supervisors and students.Frontiers in medicine · 2024Article
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Authors and funding
6 authors.
Funding
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Abstract
Over the last decade, Higher Education has focused more of its attention toward soft skills compared to traditional technical skills. Nevertheless, there are not many studies concerning the relation between the courses followed within an academic program and the development of soft skills. This work presents a practical approach to model the effects of courses on soft skills proficiency. Multiple Membership Ordinal Logistic Regression models are trained with real data from students of the 2021, 2022, and 2023 cohorts from the general engineering program in a French Higher Education institution. The results show that attending a postgraduate course in average increases the odds of being more proficient in terms of soft skills. Nonetheless, there is considerable variability in the individual effect of courses, which suggest there can be huge differences between courses. Moreover, the data also suggest great dispersion in the students' initial soft skill proficiency.
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Registered trials
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