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Zooming Out On Education: Making Valid Psychological Inferences From Large-Scale Assessment Data

Published Online: 2026-01-06

Published Print: 2026-12

Authors

Dumas, Denis https://orcid.org/0000-0002-8446-4720
Goecke, Benjamin

Kagan, Sofiia

Weiss, Selina
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Text and Data Mining valid from 2026-01-06

Version of Record valid from 2026-01-06
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Article History

Received: 27 May 2025

Accepted: 18 December 2025

First Online: 6 January 2026

Declarations

:

: As this study is a review that did not involve human participants, no ethical approval was required.

: The authors have no financial or non-financial interests to disclose.

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