20.500.12556/RUL-184597 Comparison of three anonymization tools for a health fitness study One of many challenges to open science is anonymization of personal data so that it may be shared. This paper presents a case study of the anonymization of a dataset containing cardio-respiratory fitness and commuting patterns for Slovenian school children. It evaluates three different anonymization tools, ARX, SDV, and SynDiffix. The fitness study was selected because its small size (N=713) and generally low statistical significance make it particularly challenging for data anonymization. Unlike most prior anonymization tool evaluations, this paper examines whether the scientific conclusions of the original study would have been supported by the anonymized datasets. It also considers the burden imposed on researchers using the tools both for data generation and data analysis. sport fitness study anonymization tools comparison šport primerjava orodja za anonimizacijo študija zdravstvene pripravljenosti true false true Angleški jezik Slovenski jezik Članek v reviji 2026-07-10 11:27:30 2026-07-10 11:27:31 2026-07-11 04:14:00 0000-00-00 00:00:00 2025 0 0 Str. 1-13 art. 1548 Vol. 12 2025 0000-00-00 Zaloznikova Objavljeno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 796.01 2052-4463 10.1038/s41597-025-05823-x 250497283 s41597-025-05823-x.pdf s41597-025-05823-x.pdf 1 13C3B6EE306869CCB448395DE3ACB08F 7d7f60dab4e09fa1140e8afff4d114dc0e0a8db53661dd69f52b0a401db993e1 2698bd69-7c47-11f1-9b0d-0050569b8976 https://repozitorij.uni-lj.si/Dokument.php?lang=slv&id=237514 https://www.nature.com/articles/s41597-025-05823-x 0 6eab469b-7c47-11f1-9b0d-0050569b8976 https://repozitorij.uni-lj.si/Dokument.php?lang=slv&id=237515 Fakulteta za šport 0 0 0