Evidence map›Paper›PMID 41436003›Full record

ArticleEuropean journal of dentistry2026

Assessing Pediatric Dental Stress Through Wearable Technology: Influence of Procedure Type, Treatment Phase, and Age.

Francesco Saverio Ludovichetti, Julia Gonçalves de Freitas, Claudia Manera, Patrizia Lucchi, Federica I Giordano, Edoardo Stellini, Sergio Mazzoleni

Abstract read
In one paragraph

Article in European journal of dentistry, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed, 1 pooled it
–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

2 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. 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

7 authors.

Francesco Saverio LudovichettiNeurosciences Department, Dentistry Section, Università Degli Studi di Padova, Padova, Italy.ORCID 0000-0003-4960-3534
Julia Gonçalves de FreitasNeurosciences Department, Dentistry Section, Università Degli Studi di Padova, Padova, Italy.
Claudia ManeraNeurosciences Department, Dentistry Section, Università Degli Studi di Padova, Padova, Italy.
Patrizia LucchiNeurosciences Department, Dentistry Section, Università Degli Studi di Padova, Padova, Italy.
Federica I GiordanoNeurosciences Department, Dentistry Section, Università Degli Studi di Padova, Padova, Italy.
Edoardo StelliniNeurosciences Department, Dentistry Section, Università Degli Studi di Padova, Padova, Italy.
Sergio MazzoleniNeurosciences Department, Dentistry Section, Università Degli Studi di Padova, Padova, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: Pediatric dental stress is a common barrier to effective treatment, often resulting in behavioral management challenges and long-term avoidance of dental care. Wearable technology, such as smart watches capable of measuring heart rate variability (HRV), may offer real-time, noninvasive tools to assess stress in clinical settings. This study aimed to evaluate physiological stress responses in children undergoing different dental procedures by analyzing HRV across treatment phases. Materials and Methods: Eighty children aged 5 to 10 years (mean age = 7.2 ± 1.6 years) were randomly assigned to four treatment groups: dental hygiene, dental restorations with anesthesia, restorations without anesthesia, and sealant application. Stress levels were measured using Garmin smart watches that analyze HRV and convert the data into a stress score from 0 to 100. Stress was recorded at three time points-beginning, during, and end of the procedure-for a total of nine measurements per patient. A two-way repeated measures ANOVA was used to evaluate the effects of treatment type and phase, along with post hoc tests and linear regression to assess age-related stress variation. Results: While the type of treatment alone did not significantly influence stress levels, stress varied significantly across treatment phases ( Conclusion: The study confirms that pediatric dental stress is influenced by both the procedure type and the treatment phase. Smart watches represent a practical tool for monitoring stress in real time. These findings highlight the importance of tailoring behavior management strategies to the procedure and the patient's age, promoting individualized and stress-reducing approaches in pediatric dental care. From a clinical perspective, wearable stress monitoring can assist pediatric dentists in real-time identification of anxiety peaks, allowing timely behavioral adjustments and potentially improving treatment outcomes and patient cooperation.

Identifiers

PMID41436003
PMCPMC13337268

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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.