Rethinking TIMSS quality assurance: utilizing neural network models with regression-based bias mitigation strategies for validating country-level math and science achievement scores
Crossref DOI link: https://doi.org/10.1186/s40536-025-00262-x
Published Online: 2025-08-14
Update policy: https://doi.org/10.1007/springer_crossmark_policy
Braun, Henry Isaiah
von Davier, Matthias
Chen, Jihang
Text and Data Mining valid from 2025-08-14
Version of Record valid from 2025-08-14
Article History
Received: 23 January 2025
Accepted: 3 August 2025
First Online: 14 August 2025
Declarations
:
: The authors declare no competing interests.