Evidence map›Paper›PMID 40968703›Full record

ArticleEuropean journal of dental education : official journal of the Association for Dental Education in Europe2026

Leveraging AI in Periodontal Reflective Portfolios: A Tool for Learning or a Crutch for Students?

Navid N Knight, Kavitha Parthasarathy, Josef Huang

Abstract read
In one paragraph

Article in European journal of dental education : official journal of the Association for Dental Education in Europe, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Leveraging AI in Periodontal Reflective Portfolios: A Tool for Learning or a Crutch for Students?European journal of dental education : official journal of the Association for Dental Education in Europe · 2026
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Navid N KnightAssistant Professor, Department of Periodontology, University of the Pacific, Arthur A. Dugoni School of Dentistry, San Francisco, California, USA.
Kavitha ParthasarathyAssistant Professor, Department of Periodontology, University of the Pacific, Arthur A. Dugoni School of Dentistry, San Francisco, California, USA.
Josef HuangAssistant Professor, Department of Periodontology, University of the Pacific, Arthur A. Dugoni School of Dentistry, San Francisco, California, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The integration of Artificial Intelligence (AI) in dental education presents both opportunities and challenges, particularly in reflective portfolio writing-a key pedagogical tool in periodontology. Reflective portfolios enable students to bridge theoretical knowledge with clinical application by fostering critical thinking, self-awareness, and evidence-based reasoning. However, the use of AI in these assignments raises concerns regarding its potential to undermine deep reflection and independent analysis. While AI can facilitate idea generation and organization, it should not replace the fundamental reflective process necessary for professional growth. To address this challenge, incorporating AI literacy into dental curricula is essential. A structured educational framework emphasizing responsible AI use, hands-on training, and interdisciplinary collaboration can guide students in leveraging AI as a supportive tool rather than a substitute for critical thinking. Additionally, implementing rubrics that assess depth of reflection and clinical insight ensures that AI complements rather than detracts from learning objectives. By establishing clear expectations and providing targeted feedback, educators can help students navigate AI-enhanced learning while maintaining the integrity of reflective practice. Initial student feedback suggests a promising integration of AI in periodontal education when used appropriately. As AI continues to shape dental education, its role must be carefully managed to preserve the essential reflective processes that cultivate competent and self-aware healthcare professionals.

Indexed as

Artificial IntelligenceEducation, DentalPeriodonticsCognitive ReflectionCurriculumHumansLearningStudents, DentalThinking

Identifiers

PMID40968703
PMCPMC13383360

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.