J. Kęczkowska

Data Access and Quality Barriers in Large-Scale Administrative Health Data: A Reproducible, Information-Loss-Aware Harmonization Framework

The results show that, for heterogeneous administrative data, the key value lies not in scale alone but in the auditability of transformations, explicit loss documentation, and reproducibility of the harmonization process.