Evidence map›Paper›PMID 39442543›Full record

ArticleApplied clinical informatics2025

Building Bridges: Fostering Collaborative Education in Training Dental Informaticians.

Grace Gomez Felix Gomez, Jason M Mao, Thankam P Thyvalikakath, Shuning Li

Abstract read
In one paragraph

Article in Applied clinical informatics, 2025. 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. 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

4 authors.

Grace Gomez Felix GomezDepartment of Dental Public Health and Dental Informatics, Indiana University School of Dentistry, Indianapolis, Indiana, United States.
Jason M MaoDepartment of Dental Public Health and Dental Informatics, Indiana University School of Dentistry, Indianapolis, Indiana, United States.
Thankam P ThyvalikakathDepartment of Dental Public Health and Dental Informatics, Indiana University School of Dentistry, Indianapolis, Indiana, United States.
Shuning LiDepartment of Dental Public Health and Dental Informatics, Indiana University School of Dentistry, Indianapolis, Indiana, United States.ORCID 0000-0001-8917-5031

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundDental informatics (DI) is an emerging discipline. Although the accreditation agency governing dental education programs asserts the importance of informatics as foundational knowledge, no well-defined DI courses currently exist within the standard predoctoral dental curriculum. There is a nationwide lack of DI academic programs. This training gap is due to a lack of qualified dental informaticians to impart knowledge on DI.

objectiveThis paper aims to introduce a novel conceptual framework for an interdisciplinary DI program in preparing students to become dental informaticians.

methodsIn 2023, we developed a standalone graduate certificate program in DI at Indiana University (IU) School of Dentistry (IUSD) in collaboration with IU Luddy School of Informatics, Computing, and Engineering and IU Fairbanks School of Public Health. Feedback was collected through online surveys to assess course quality from students who took Introduction to Health Information in Dentistry. Feedback was analyzed qualitatively, utilizing a thematic analysis approach. Common responses relevant to DI education were grouped into themes.

resultsFive major themes emerged during our analysis of the students' feedback: foundational knowledge and skills; experiential learning: learning by doing; access to resources and working on clinical information systems; health promotion through team-based learning; and retention of knowledge assessment and application. A conceptual framework was formulated through these themes as a guideline for future program improvement. This interdisciplinary educational program framework showed how students and faculty from various disciplines could collaborate, learn from each other, and bring in expertise from different domains. The collaboration happens in clinical, laboratory, and virtual settings to acquire hands-on learning through practice and research projects.

conclusionThe developed conceptual framework aligns with the interdisciplinary nature of DI. It can potentially be adopted by other interdisciplinary informatics programs in health and non-health care disciplines.

Indexed as

Cooperative BehaviorEducation, DentalCurriculumHumans

Identifiers

PMID39442543
PMCPMC11882314

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.