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Enregistrement W4417413465 · doi:10.5430/ijhe.v14n6p125

Developing Transferable Skills: Does Disciplinary Topic Matter?

2025· article· W4417413465 sur OpenAlexaffvenue
Daniel Gillis, Soha Eid Moussa, Steve Mattucci, Sara M. Fulmer, Shoshanah Jacobs

Notice bibliographique

RevueInternational Journal of Higher Education · 2025
Typearticle
Langue
DomaineDecision Sciences
ThématiqueInterdisciplinary Research and Collaboration
Établissements canadiensUniversity of Guelph
Organismes subventionnairesnon disponible
Mots-clésTransferable skills analysisRelevance (law)Experiential learningDisciplinePoint (geometry)PerceptionCapstone

Résumé

récupéré en direct d'OpenAlex

Transferable skills are essential for student success beyond graduation, yet they are not often explicitly taught or assessed in postsecondary education. This study evaluated the effectiveness of a 50-minute workshop designed to explicitly teach scientific inquiry as a transferable skill to first-year undergraduate students in a biodiversity course. The workshop, delivered in either a biology-specific or general context, emphasized active, experiential learning.A mixed-methods post-workshop survey assessed student perceptions through Likert-scale items, open-ended responses, and knowledge-based questions. Students in both contexts reported high satisfaction, perceived the workshop as beneficial for their skill development, and recognized the relevance of scientific inquiry beyond the course. Students in the general-context workshop outperformed those in the biology-context on knowledge-based questions, suggesting general contexts may better support initial understanding through relatable examples. However, more biology-context students agreed that the skill learned is applicable beyond formal education. Students identified peer collaboration as a strength but noted challenges with the virtual format—particularly Zoom breakout rooms—highlighting the importance of thoughtful online learning design. This research contributes to ongoing discussions about how best to teach transferable skills in higher education. We recommend introducing these skills early in general contexts, then reinforcing them across disciplinary and interdisciplinary courses, with explicit integration into learning outcomes and assessments. These findings offer practical guidance for designing inclusive and intentional skill development in undergraduate education. The research presented here explores the topic at a single point in time – an undergraduate student’s first year of higher education. Further research is needed to examine how students’ perceptions of skill development in different instructional contexts evolve across stages of their academic careers. Transferable skills are essential for student success beyond graduation, yet they are not often explicitly taught or assessed in postsecondary education. This study evaluated the effectiveness of a 50-minute workshop designed to explicitly teach scientific inquiry as a transferable skill to first-year undergraduate students in a biodiversity course[MOU1] . The workshop, delivered in either a biology-specific or general context, emphasized active, experiential learning.A mixed-methods post-workshop survey assessed student perceptions through Likert-scale items, open-ended responses, and knowledge-based questions. Students in both contexts reported high satisfaction, perceived the workshop as beneficial for their skill development, and recognized the relevance of scientific inquiry beyond the course. Students in the general-context workshop outperformed those in the biology-context on knowledge-based questions, suggesting general contexts may better support initial understanding through relatable examples. However, more biology-context students agreed that the skill learned is applicable beyond formal education. Students identified peer collaboration as a strength but noted challenges with the virtual format—particularly Zoom breakout rooms—highlighting the importance of thoughtful online learning design. This research contributes to ongoing discussions about how best to teach transferable skills in higher education[MOU2] [SJ3] . We recommend introducing these skills early in general contexts, then reinforcing them across disciplinary and interdisciplinary courses, with explicit integration into learning outcomes and assessments. These findings offer practical guidance for designing inclusive and intentional skill development in undergraduate education. The research presented here explores the topic at a single point in time – an undergraduate student’s first year of higher education. Further research is needed to examine how students’ perceptions of skill development in different instructional contexts evolve across stages of their academic careers[MOU4] [SJ5] . [MOU1]In the theoretical study, it is best to write down the reasons that are the object of the training which lasts 50 minutes. [MOU2]How this stage is carried out [SJ3]Using a mixed-methods survey as described above and in the methods [MOU4]Add research results according to the problem [SJ5]Done, thank you

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 distillée sur la base complète

Imitation des enseignants

Ni prévalence calibrée, ni vérité terrain. Validation humaine à venir. Apprise à partir de 10 348 étiquettes directes de Codex et de 10 348 étiquettes directes de Gemma. Le mode candidate est l'union des têtes enseignantes seuillées; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont ni des étiquettes humaines ni des étiquettes directes de modèles de pointe.

score de la tête « metaresearch » (Codex)0,002
score de la tête « metaresearch » (Gemma)0,000
Version: codex-gemma-dda1882f352aStatut de validation: machine_predicted_unvalidated
Catégories candidatesCommunication savante, Charge utile insuffisante (le modèle a refusé de juger)
Catégories consensuellesaucune
DomaineSignal candidat: aucune · Signal consensuel: aucune
Devis d'étudeSignal candidat: Sans objet · Signal consensuel: aucune
GenreSignal candidat: Empirique · Signal consensuel: Empirique
Score de désaccord entre enseignants0,340
Score d'incertitude au seuil1,000

Scores Codex et Gemma par catégorie

CatégorieCodexGemma
Métarecherche0,0020,000
Méta-épidémiologie (sens strict)0,0000,000
Méta-épidémiologie (sens large)0,0000,000
Bibliométrie0,0020,001
Études des sciences et des technologies0,0000,000
Communication savante0,0010,002
Science ouverte0,0020,000
Intégrité de la recherche0,0000,001
Charge utile insuffisante (le modèle a refusé de juger)0,0060,000

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.

Tête enseignante Opus0,032
Tête enseignante GPT0,450
Écart entre enseignants0,418 · la distance entre les deux têtes enseignantes sur ce seul travail
Statut de validationscore_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 découle

Classification

machine, non validée

Prédiction automatique; un appel candidat d’une seule tête enseignante, pas un consensus.

Devis d'étudeSans objet
Domainenon disponible
GenreEmpirique

Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».

En bref

Citations0
Publié2025
Routes d'admission2
Résumé présentoui

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