Evidence map›Paper›PMID 41316145›Full record

ArticleBMC oral health2025

Comparing service delivery models in Finnish dental care: efficiency of the single-visit approach.

Märt Vesinurm, Tuomas Nenonen, Tomi Malmström, Paulus Torkki

Abstract readComparative Study
In one paragraph

Article in BMC oral health, 2025. 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

4 authors.

Märt VesinurmDepartment of Public Health, University of Helsinki Faculty of Medicine, Helsinki, Finland. mart.vesinurm@helsinki.fi.ORCID http://orcid.org/0000-0001-7351-7834
Tuomas NenonenDepartment of Industrial Engineering and Management, Aalto University School of Science, Espoo, Finland.
Tomi MalmströmNordic Healthcare Group, Espoo, Finland.
Paulus TorkkiDepartment of Public Health, University of Helsinki Faculty of Medicine, Helsinki, Finland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesThis study aimed to investigate the efficiency of two service delivery models in Finnish public dental service (PDS); the treatment plan-based model utilized by two public providers (M1, M2; control units) and the single-visit model (SVM) adopted by a private provider (SV; intervention unit).

methodsA benchmarking controlled trial design was adopted. Data were collected from electronic health records (EHR) and the study organizations for patient visits, procedures, and resources utilized by the organizations for the entire year of 2013. Data were collected for a total of 156,219 patients and analysis was conducted using descriptive statistics and significance testing.

resultsThe intervention unit outperformed the control units on all chosen outcome metrics. The healthcare professionals (HCPs) working in the intervention unit produced on average 84%-102% more, 64%-80% more during a single visit, and 15%-24% more per patient. The episode lengths in the intervention unit were 62%-63% shorter and patients were treated on average with 1.1 visits less than in the control units.

conclusionsThe SVM shows great promise as a service delivery model of choice for routine patients. For a PDS with an obligation to treat the whole patient population, a segmentation based service delivery model could be adopted, which leverages the benefits of the SVM for routine patients and retains the capacity to also treat more complex patients.

Indexed as

Delivery of Health CareDental CareBenchmarkingEfficiency, OrganizationalFinlandHumansDental health servicesEfficiencyEpisode of careIntegrated delivery systemsTime management

Identifiers

PMID41316145
PMCPMC12870150

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.