Evidence map›Paper›PMID 41960474›Full record

ArticleBioinformation2026

Awareness, perceptions and barriers to digital dentistry adoption among dentists in India: A questionnaire survey.

Jinal Patil, Monali Shah, Ruchi Raval, Anand Bhalodi, Jay Chetan Shah, Sangita Bhalodi

Abstract read
In one paragraph

Article in Bioinformation, 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
0cells of the map it votes in
0citing 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

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.

Jinal PatilDepartment of Periodontology, K.M. Shah Dental College and Hospital, Sumandeep Vidyapeeth Deemed to be University, Vadodara, Gujarat, India.
Monali ShahDepartment of Periodontology, K.M. Shah Dental College and Hospital, Sumandeep Vidyapeeth Deemed to be University, Vadodara, Gujarat, India.
Ruchi RavalDepartment of Periodontology, K.M. Shah Dental College and Hospital, Sumandeep Vidyapeeth Deemed to be University, Vadodara, Gujarat, India.
Anand BhalodiPrivate Dental Practitioner, Restore Dental Treatment Centre, Rajkot, Gujarat, India.
Jay Chetan ShahDentist, Smile Design Dentistry, Florida, USA.
Sangita BhalodiRestore Dental Treatment Centre, Rajkot, Gujarat, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Studies in India report general awareness of digital dentistry among dental practitioners; however, its clinical use remains inconsistent. There are significant gaps in practical understanding, particularly of advanced digital tools. Assessing dentists' attitudes, barriers and identifying gaps in awareness are therefore essential to integrate digital dentistry in clinical practice. A cross-sectional, questionnaire-based online survey was conducted among 408 dentists by the Department of Periodontology, K. M. Shah Dental College and Hospital, Sumandeep Vidyapeeth Deemed to be University, Vadodara, Gujarat, India. The survey assessed knowledge and use of digital radiography, CBCT, smile design software, intraoral scanners and 3D printing. Digital radiography showed the highest adoption, followed by CBCT, while advanced digital tools had lower awareness and usage. Overall awareness was moderate, with adoption constrained by cost, integration issues and data security concerns, emphasizing the need for enhanced training in CBCT and oral radiology.

Indexed as

3D PrintingCAD/CAMcone beam computed tomographydigital dentistry

Identifiers

PMID41960474
PMCPMC13058339

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.