Anticipating delays in recruitment: Explainable machine learning for the prediction of hard-to-fill online job vacancies

•Machine learning framework for the early detection of hard-to-fill vacancies.•First to use embeddings for vacancy content and latent company characteristics.•Novel insights into the significant predictors of hard-to-fill vacancies.•Counterfactuals offer actionable advice to reduce the risk of hirin...

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Veröffentlicht in:	European journal of operational research Jg. 328; H. 2; S. 680 - 693
Hauptverfasser:	Dossche, Wouter, Vansteenkiste, Sarah, Baesens, Bart, Lemahieu, Wilfried
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier B.V 16.01.2026
Schlagworte:	Analytics Decision support systems Machine learning Natural language processing Online job vacancies Decision support systems Online job vacancies Natural language processing Analytics Machine learning
ISSN:	0377-2217
Online-Zugang:	Volltext
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