Beyond composite scores in chronotype assessment: item-level predictive patterns in the Morningness–Eveningness Questionnaire

Abstract Chronotype represents individual differences in circadian preferences that influence sleep-wake patterns, cognitive performance, and clinical outcomes across the lifespan. Given its growing relevance for clinical research and application, efficient and reliable chronotype assessment is esse...

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Bibliografiske detaljer

Principais autores:	Yannick A. Metzler, Hannah M. Schade, Michael A. Nitsche, Edmund Wascher, Stephan Getzmann, Patrick D. Gajewski, Lorena Melo
Format:	Artigo
Sprog:	Inglês
Udgivet:	Nature Portfolio 2026-06-01
Serier:	Scientific Reports
Fag:	Chronotype Machine learning Morningness–Eveningness Questionnaire MEQ Circadian preference Psychological assessment
Online adgang:	https://doi.org/10.1038/s41598-026-54301-w
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