Challenges of health data standard adoption and usage: a systematic review

20260 citationsJournal Articlehybrid Open Access

Authors

Alberto Marfoglia · University of Bologna

Valerio Antonio Arcobelli · Laboratori Guglielmo Marconi (Italy)

Serena Moscato · Laboratori Guglielmo Marconi (Italy)

Antonino A. La Mattina · Istituto Ortopedico Rizzoli

Sabato Mellone · Laboratori Guglielmo Marconi (Italy)

Antonella Carbonaro · University of Bologna

Abstract

Although FHIR, OMOP-CDM, and openEHR hold significant potential to enhance interoperability, their adoption remains fragmented. Each standard shows specific strengths: FHIR for exchange, OMOP-CDM for analytics, and openEHR for data persistence. A hybrid approach and clearer implementation practices are essential to support scalable, interoperable health data ecosystems.

Topics & Keywords

Electronic Health Records Systems Medical Coding and Health Information Nursing Diagnosis and Documentation

Publication Details

Published in: Journal of Biomedical Informatics

Volume 178, pp. 105022-105022

DOI: 10.1016/j.jbi.2026.105022

Field-Weighted Citation Impact: 0.00

Command Palette

Challenges of health data standard adoption and usage: a systematic review

Authors

Abstract

Topics & Keywords

Publication Details