ArticleBMC oral health2024
Identification and assessment of factors that impact the demand for and supply of dental hygienists amidst an evolving workforce context: a scoping review.
Article in BMC oral health, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.
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.
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.
Who cites it
3 citing papers in PubMed.
- Implementation of the OHS-interRAI for regular oral health assessments by non-dental caregivers: focus group study using a SWOT analysis.BMC public health · 2025Trial
- Analysis of multimodal large language models on visually-based questions in the Japanese National Examination for Dental Hygienists: A preliminary comparative study.Journal of dental sciences · 2026Article
- Public awareness of care pathways and available skill mix in NHS dental teams: a qualitative study.British dental journal · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThis study involved a scoping review to explore factors influencing dental hygienist demand and supply in high-income countries.
methodsA six-stage scoping review was conducted with separate search strategies tailored to four databases (MEDLINE, CINAHL, Google Scholar, and Google) plus a targeted scan of dental hygienist organization websites. This yielded 2,117 unique citations, leading to 148 articles included in the review.
resultsNearly half of the articles (47%) focused on the United States, with 11% on Canada. Most articles (91%) were in English, alongside 13 in Korean and one in French. Journal articles comprised 62% of the publications, followed by reports/working papers (11%) and websites (11%). Other types included conference abstracts, policy briefs, and presentation slides. Content-wise, 47% were original research, with analysis articles (14%), commentaries (11%), and reviews (8%) also present. The articles were coded into three main categories: workforce characteristics/projections, factor-specific analyses, and workforce opportunities. The articles on workforce characteristics covered demographic, geographic, and employment aspects of dental hygienists, along with projections for supply and demand using simulation modelling and geospatial analyses. Factor-specific articles investigated the (1) working environment, (2) policy/regulatory/training environment, (3) job/career satisfaction and related human resource issues, and (4) scope of practice. The third key category of articles highlighted opportunities for expanding the workforce through alternative models in different sectors/settings (e.g., public health, primary care, long-term care, hospitals, mobile outreach, and non-clinical roles including research, education and leadership) and for a range of vulnerable or underserved populations (e.g., geriatric and pediatric populations, persons with disabilities, those living in rural/remote areas, Indigenous peoples, and incarcerated people).
conclusionsThis review provides a comprehensive documentation of the current state of the dental hygienist workforce, compiling factors affecting demand and supply, and highlighting opportunities for the dental hygienist workforce in Canada and other high-income countries. The findings offer a foundation for future research, highlighting the need for more focused and rigorous reviews and underscoring the necessity of high-quality studies to verify the effectiveness of various interventions and policies. This is crucial to address dental hygienist workforce challenges and ensure the sustainability and effectiveness of oral health care delivery.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.