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Complex affect dynamics offer limited incremental value for cross-sectional prediction of psychological and behavioural variables in cross-validated models

Crossref DOI link: https://doi.org/10.1186/s12916-026-04936-3

Published Online: 2026-07-07

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Shu, Yinuo

Levi, Priscila Thalenberg

Tiego, Jeggan

Constable, Toby

Pang, James C.

Hartshorn, Bree

Kwee, Jessica

Fortune, Kate

Bellgrove, Mark

Fornito, Alex
Funding

Funding for this research was provided by:

the National Health and Medical Research Council, Australia (1197431 and 3251549)

Australian Research Council (FL220100184)
License Information

Text and Data Mining valid from 2026-07-07

Accepted Manuscript valid from 2026-07-07
More Information

Article History

Received: 1 October 2025

Accepted: 12 May 2026

First Online: 7 July 2026

Declarations

:

: The MBBP was approved by the Monash Human Research Ethics Committee (Project ID: 12692). All participants provided their written informed consent prior to participation.

: Not applicable.

: The authors declare no competing interests.

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