Evidence map›Paper›PMID 41222537›Full record

ArticleJournal of the American Dental Association (1939)2026

Visit-level quality measurement reveals missed opportunities and overuse in preventive oral health care.

Bunmi Tokede, Suhasini Bangar, Swaroop Gantela, Ryan Brandon, Alfa Yansane, Donald B Rindal, Don Worley, Joel White, Joanna Mullins, Ana Neumann and 10 more

Abstract read
In one paragraph

Article in Journal of the American Dental Association (1939), 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

20 authors.

Bunmi Tokede
Suhasini Bangar
Swaroop Gantela
Ryan Brandon
Alfa Yansane
Donald B Rindal
Don Worley
Joel White
Joanna Mullins
Ana Neumann
Todd Johnson
Nicholas Skourtes
Gregory Olson
Janelle Urata
Heather Weidner
Katie Lamberger
Aaron Truong
Heiko Spallek
Elsbeth Kalenderian
Muhammad F Walji

Funding

Implementing Dental Quality Measures in PracticeR01DE024166 · NIDCR · UNIVERSITY OF TEXAS HLTH SCI CTR HOUSTON · PI KALENDERIAN, ELSBETH, WALJI, MUHAMMAD · 2015 to 2025
$7.3M
NIDCR NIH HHS R01 DE024166
6 · The paper itself

Abstract

backgroundTraditional annual dental quality measures fail to capture real-time care delivery and can mask critical gaps in patient-specific treatment. The authors developed and implemented visit-level adaptations of established caries quality measures to enable actionable, point-of-care assessment.

methodsThe authors conducted a retrospective analysis of 1.09 million dental visits across 400,000 patients (2021-2023) at 4 US institutions using axiUm (Henry Schein Corp) or Epic (Epic Systems) electronic health records. The authors transformed 2 annual measures involving caries risk assessment and risk-based preventive treatment into visit-level metrics using a 2 × 2 matrix framework: action due and performed, due and not performed, not due and performed, not due and not performed. Risk-stratified recall visit intervals determined when actions were due.

resultsVisit-level performance consistently underperformed annual metrics. Annual caries risk assessment completion ranged from 60% through 99% across sites; however, visit-level adherence when actions were due dropped, ranging from 41% through 72%. Results of preventive treatment showed greater disparities; only from 28% through 35% of indicated treatments were delivered when due, and from 7% through 32% of visits included treatment when not indicated. Sites with the highest annual performance paradoxically had the most overtreatment.

conclusionsVisit-level quality measurement exposes substantial undertreatment and inappropriate overtreatment invisible in annual reporting. This granular approach revealed that high-performing institutions according to traditional metrics may be delivering unnecessary care and missing critical prevention opportunities. These findings provide an empirical case study of how misaligned incentives and flawed metrics could systematically drive misuse of resources. Implementation of real-time, visit-based quality measures in clinical workflows could fundamentally transform electronic health records from documentation tools into active instruments for delivering appropriate, value-based, person-centered care. PRACTICAL IMPLICATIONS: Oral health care systems should consider visit-level quality measurement as a means to provide actionable, real-time feedback that can improve clinical decision making at the point of care and prevent waste associated with volume-based care.

Indexed as

Dental CareDental CariesMedical OverusePreventive DentistryQuality Indicators, Health CareAdultElectronic Health RecordsFemaleHumansMaleRetrospective StudiesRisk AssessmentUnited Statesclinical decision supportdental informaticsdental quality measureselectronic health recordsValue-based care

Identifiers

PMID41222537
PMCPMC13264802

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.