Evidence map›Paper›PMID 41960592›Full record

ArticleJournal of clinical and translational science2026

Engagement of dentists and patients in underserved rural and dental health provider shortage areas by the national dental practice-based network.

Ellen Funkhouser, Wei Lyu, Joana Cunha-Cruz, Rahma Mungia, Gregg H Gilbert, National Dental PBRN Collaborative Group

Abstract read
In one paragraph

Article in Journal of clinical and translational science, 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.

Ellen FunkhouserMedicine, The University of Alabama at Birmingham, USA.ORCID https://orcid.org/0000-0002-9689-6491
Wei LyuHealth Services Administration, School of Health Professions, The University of Alabama at Birmingham, USA.
Joana Cunha-CruzDepartment of Clinical & Community Sciences, The University of Alabama at Birmingham, USA.
Rahma MungiaThe University of Texas Health Science Center at San Antonio, USA.ORCID https://orcid.org/0000-0003-2327-9115
Gregg H GilbertClinical & Community Sciences, University of Alabama at Birmingham, USA.ORCID https://orcid.org/0000-0003-2017-625X
National Dental PBRN Collaborative Group

Funding

Institute for Integration of Medicine & Science: A Partnership to Improve HealthUM1TR004538 · NCATS · UNIVERSITY OF TEXAS HLTH SCIENCE CENTER · PI ROBERT A CLARK, Kenneth M Hargreaves · 2023 to 2026
$22.3M
NCATS NIH HHS UM1 TR004538
6 · The paper itself

Abstract

Background: National clinical studies improve generalizability when they enroll participants from geographically underserved areas. We assessed representativeness of dentists and patients in the National Dental Practice-Based Research Network ("Network") by comparing them to national benchmarks for rural/urban and underserved classifications. Methods: Analyses compared rural status using Rural-Urban Continuum Codes and Health Provider Shortage Areas (HPSA), practitioner data from the Network's Enrollment Questionnaire and the American Community Survey (ACS), and patient data from Network clinical studies and the Behavioral Risk Factor Surveillance System (BRFSS). Results: The network has similar proportions of dentists in rural areas compared to national estimates from the ACS (8.5% in Network vs. 8.2% nationally) and comparable proportions in HPSA (76.8% in Network vs. 84.0% nationally). The Network's proportion of patients living in rural areas (33.7%) is much higher than that of Network practitioners (8.5%), and higher than that of the US "dental" population overall from the BRFSS (20.5%). Conclusions: The Network not only is effective at engaging a broad dentist base but also engages a comparably higher proportion of rural patients, a group that is often underrepresented in clinical research. BRFSS respondents are a more-selective subset of the population because they report a recent dental visit, yet the Network exceeded even this benchmark in rural representation.

Indexed as

Dentalnetworkspractice-basedruralunder-served

Identifiers

PMID41960592
PMCPMC13058759

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.