# Dentists’ awareness of data security and ethical issues during the transition to artificial intelligence-driven clinical practice

**Authors:** Furkan Ozbey, Busra Nur Gokkurt Yilmaz, Birkan Eyup Yilmaz

PMC · DOI: 10.2340/aos.v85.45419 · Acta Odontologica Scandinavica · 2026-02-04

## TL;DR

This study assesses how aware dentists in Türkiye are of ethical and data security issues related to using AI in their practice.

## Contribution

The study provides new insights into dentists' awareness of AI ethics and data security in a specific regional context.

## Key findings

- Dentists showed higher awareness of ethical issues compared to data encryption.
- University hospital dentists had significantly higher awareness of ethical issues and anonymization needs.
- Professional experience influenced awareness of legal and ethical aspects of AI.

## Abstract

This study aimed to evaluate the awareness levels of actively practicing dentists in Türkiye regarding artificial intelligence (AI)-related ethical issues, data security, anonymization, and legal regulations.

A cross-sectional online survey (Google Forms) used a 12-item questionnaire (4 demographics; 8 awareness domains) rated on a five-point Likert scale. Participants were recruited via snowball sampling. Descriptive statistics, independent-samples t-tests, and one-way analysis of variance with Tukey post hoc tests were applied (p < 0.05).

A total of 257 dentists participated. Mean domain scores ranged from 2.97 to 3.13; awareness of ethical issues was highest (3.13 ± 1.44) and perception of encryption lowest (2.97 ± 1.45). No significant gender differences were observed. University hospital dentists reported significantly higher awareness of ethical issues and a greater perceived need for anonymization than other institution types (p < 0.05). For awareness of Personal Data Protection Law (KVKK), scores were higher in university hospitals and private dental polyclinics than in private practices and public hospitals (p < 0.05). Professional experience was associated with differences in perception of encryption, awareness of personal data protection law, awareness of ethical issues, and perceived AI ethical risks (p < 0.05); perception of data security and awareness of big data security did not differ significantly (p > 0.05).

Dentists demonstrated varying levels of awareness across domains, with higher awareness reported in academic settings. Experience-related patterns differed by domain, indicating the need for focused educational strategies addressing legal and ethical aspects of AI-supported dental practice.

## Full-text entities

- **Diseases:** AI (MESH:C538142)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## References

23 references — full list in the complete paper: https://tomesphere.com/paper/PMC12884369/full.md

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Source: https://tomesphere.com/paper/PMC12884369