Evidence map›Paper›PMID 42828293›Full record

ArticleCureus2026

Adoption, Perceived Barriers, and Future Perspectives of Guided Endodontics for the Management of Calcified Root Canals Among Endodontists: A Cross-Sectional Questionnaire-Based Study.

Mohd Zeeshan Ahmad, Krishna P Biswas, Diwakar Vasisth, Aarti S Bedia, Sanpreet S Sachdev, Anil Richhawal

Abstract read
In one paragraph

Article in Cureus, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
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0citing papers in PubMed
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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

6 authors.

Mohd Zeeshan AhmadDepartment of Conservative Dentistry and Endodontics, Rama Dental College Hospital and Research Centre, Kanpur, IND.
Krishna P BiswasDepartment of Dentistry, All India Institute of Medical Sciences, Guwahati, Guwahati, IND.
Diwakar VasisthDepartment of Conservative Dentistry and Endodontics, Pro Healthcare, New Delhi, IND.
Aarti S BediaDepartment of Oral Medicine and Radiology, Bharati Vidyapeeth (Deemed to be University) Dental College and Hospital, Navi Mumbai, IND.
Sanpreet S SachdevDepartment of Oral Pathology and Microbiology, Bharati Vidyapeeth (Deemed to be University) Dental College and Hospital, Navi Mumbai, IND.
Anil RichhawalDepartment of Conservative Dentistry and Endodontics, Dr. G.D. Pol Foundation Y.M.T. Dental College and Hospital, Navi Mumbai, IND.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionGuided endodontics has emerged as a promising digital approach for the management of calcified root canals by improving the accuracy of canal localization and minimizing procedural complications. Despite its clinical advantages, information regarding its adoption and factors influencing its implementation among endodontists remains limited. This study aimed to evaluate the adoption of guided endodontics for managing calcified root canals, identify perceived barriers to its implementation, and assess clinician perspectives regarding its future integration into routine endodontic practice. MATERIALS AND

methodsA cross-sectional questionnaire-based survey was conducted among practicing endodontists over a four-month period. A validated, self-administered questionnaire comprising 12 questions distributed across four sections was used to evaluate demographic characteristics, clinical application of guided endodontics, perceived barriers, and future perspectives. The questionnaire was subjected to expert validation, pilot testing, and a reliability assessment before distribution. Responses were recorded on a five-point Likert scale. Data were analyzed statistically using Cronbach's alpha, the Shapiro-Wilk test, the Mann-Whitney U test, the Kruskal-Wallis H test, and the chi-square test, with statistical significance set at p < 0.05.

resultsIn total, 290 completed questionnaires were analyzed. Formal training in guided endodontics was reported by 140 (48.3%) participants, while 150 (51.7%) had no formal training. The questionnaire demonstrated good internal consistency, with Cronbach's alpha values of 0.88 for clinical application, 0.85 for perceived barriers, and 0.86 for solutions and future outlook. Greater clinical experience was significantly associated with higher clinical application scores (p = 0.027) and more favorable solutions and future outlook scores (p = 0.009), whereas less experienced clinicians reported significantly greater perceived barriers (p = 0.018). Academic and public sector practitioners perceived significantly greater barriers than private practitioners (p < 0.001). Endodontists with formal training demonstrated significantly higher clinical application scores (3.9 ± 0.8 vs. 3.2 ± 0.9; p = 0.001) and significantly lower perceived barriers (3.2 ± 0.8 vs. 3.9 ± 0.8; p < 0.001) than those without formal training. Routine clinical use of guided endodontics was reported by 75 (53.6%) formally trained clinicians compared to 47 (31.3%) without formal training (χ² = 14.4, p = 0.001).

conclusionsGuided endodontics is widely perceived as a valuable technique for the management of calcified root canals. However, its routine clinical implementation is influenced by clinician training, experience, and resource availability. Expanding structured educational programs and improving access to digital technologies may facilitate the greater adoption of guided endodontics and enhance the quality and predictability of endodontic care.

Indexed as

cone-beam computed tomographyendodonticsroot canal calcificationsurveys and questionnairesthree-dimensional printing

Identifiers

PMID42828293
PMCPMC13632322

What OpenQuestion holds

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Registered trials

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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.