Evidence map›Paper›PMID 40841729›Full record

ArticleScientific reports2025

Understanding and predicting flossing behavior in a rural Appalachian community using the multi-theory model.

Rahib K Islam, Manoj Sharma, Amanda H Wilkerson, Bradford Layman, Clyde Dunn, Shamima A Somi, Ratnesh Sharma, Karen Gruszynski, Syed S Quadri, Vinayak K Nahar and 1 more

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Trial
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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

11 authors.

Rahib K IslamLSU Health Sciences Center New Orleans School of Medicine, New Orleans, LA, USA.
Manoj SharmaSocial and Behavioral Health, School of Public Health, University of Nevada, Las Vegas, NV, USA.
Amanda H WilkersonDepartment of Health Science, College of Human Environmental Sciences, The University of Alabama, Tuscaloosa, AL, USA.
Bradford LaymanDeBusk College of Osteopathic Medicine, Lincoln Memorial University, Harrogate, TN, USA.
Clyde DunnDeBusk College of Osteopathic Medicine, Lincoln Memorial University, Harrogate, TN, USA.
Shamima A SomiDepartment of Preventive Medicine, School of Medicine/John D. Bower School of Population Health, University of Mississippi Medical Center, Jackson, MS, USA.
Ratnesh SharmaVascular and Vein Institute of the South, Germantown, TN, USA.
Karen GruszynskiCollege of Graduate Studies, Midwestern University, Downers Grove, IL, USA.
Syed S QuadriDeBusk College of Osteopathic Medicine, Lincoln Memorial University, Harrogate, TN, USA.
Vinayak K NaharDepartment of Preventive Medicine, School of Medicine/John D. Bower School of Population Health, University of Mississippi Medical Center, Jackson, MS, USA.
Robert E DavisSubstance Use and Mental Health Laboratory, Department of Health, Human Performance and Recreation, University of Arkansas, Fayetteville, AR, 72701, USA. red007@uark.edu.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Effective flossing is essential for preventing periodontal disease. However, in a rural Appalachian community, adherence to flossing routines remains low, contributing to significant oral health disparities. The purpose of this study was to conceptualize intention of initiation and sustenance of flossing behaviors using the multi-theory model (MTM) of health behavior change. A cross-sectional survey was administered to individuals recruited from a shopping mall in rural Appalachia. The MTM constructs were measured and data were analyzed using multiple linear regression models. Of the 228 participants, 55% did not floss daily. Behavioral confidence (β = 0.571, p < 0.001) was a significant predictor for the intention of initiation of flossing among non-daily flossers, while emotional transformation (β = 0.377, p = 0.836) significantly explained sustenance among non-daily flossers. For daily flossers, changes in the physical environment (β = 0.432, p = 0.003) significantly predicted the intention of initiation of flossing, whereas emotional transformation (β = 0.344, p = 0.008) and practice for change (β = 0.594, p < 0.001) significantly predicted sustenance of flossing behavior. The MTM appears to be a robust framework for understanding and predicting flossing behaviors in rural Appalachian populations. Interventions designed to enhance behavioral confidence, physical environment changes, emotional transformation, and practice for change could improve flossing adherence. Further research should explore these constructs to develop targeted public health strategies.

Indexed as

Dental Devices, Home CareHealth BehaviorRural PopulationAdultAgedAppalachian RegionCross-Sectional StudiesFemaleHumansMaleMiddle AgedModels, TheoreticalOral HealthSurveys and QuestionnairesAppalachiaFlossingHealth behaviorPeriodontal diseasePublic health

Identifiers

PMID40841729
PMCPMC12371113

What OpenQuestion holds

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LicenceCC BY-NC-ND
Read underepoch 390

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.