Artificial Intelligence Legislation Literacy, Governance Readiness, and Adoption Intentions in Romanian Healthcare: A Cross-Sectional Study
Alina Doina Tănase, Cristian Zaharia, Ștefania Dinu, Camelia-Oana Mureșan, Daliana Emanuela Bojoga, Raluca-Mioara Cosoroabă, Emanuela Lidia Petrescu · 2026
Read Artificial Intelligence Legislation Literacy, Governance Readiness, and Adoption Intentions in Romanian Healthcare: A Cross-Sectional Study by Alina Doina Tănase, Cristian Zaharia, Ștefania Dinu, Camelia-Oana Mureșan, Daliana Emanuela Bojoga, Raluca-Mioara Cosoroabă, Emanuela Lidia Petrescu (2026) in the Tower of Babel, a free online library of public-domain works preserved in clean, searchable text. No sign-up. The full text is served as a plain-text file at a predictable URL, where text is present: https://antarctic-labs.com/tower-of-babel/PMC13362114.txt.
Description
Alina Doina Tănase and co-authors surveyed Romanian health workers on AI law and readiness in a 2026 study. As hospitals adopt artificial intelligence, staff must navigate the EU AI Act, privacy law, device rules, and national regulations. The team measured legal literacy with a 20-item index in a multicenter survey of 109 professionals. Scales also captured confidence, trust, readiness, and how burdensome compliance feels.
Statistical grouping sorted workers into implementation types, from keen adopters to the hesitant. The team tested whether confidence carries the effect of literacy on the wish to adopt AI. A high-adoption threshold on the intention scale defined the keen group. Knowing what staff know, and what they fear, helps leaders plan training and governance before AI tools arrive at the bedside.
Catalog record
| CREATOR | Alina Doina Tănase, Cristian Zaharia, Ștefania Dinu, Camelia-Oana Mureșan, Daliana Emanuela Bojoga, Raluca-Mioara Cosoroabă, Emanuela Lidia Petrescu |
|---|---|
| YEAR | 2026 |
| COLLECTION | PAPERS |
| FORMAT | TXT |
| FILE SIZE | 53039 |
| LICENSE | https://creativecommons.org/licenses/by/4.0 |
| RIGHTS | CC BY |
| SOURCE | Europe PMC |