Evidence map›Paper›PMID 42354327›Full record

ArticleInternational journal of environmental research and public health2026

Dental Treatment Needs and Cost Burden Among Older Adults: A K-Means Cluster Analysis to Inform Oral Health Policies.

Burcu Aksoy, Şükrü Can Akmansoy, Yasemin Özkan, Gonca Mumcu

Abstract read
In one paragraph

Article in International journal of environmental research and public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

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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

4 authors.

Burcu AksoyMedical Promotion and Marketing Program, Department of Medical Services and Techniques, Vocational School, Istanbul Atlas University, Istanbul 34408, Türkiye.ORCID 0000-0003-4144-9421
Şükrü Can AkmansoyDepartment of Prosthodontics, Faculty of Dentistry, Marmara University, Istanbul 34854, Türkiye.ORCID 0000-0001-9542-9018
Yasemin ÖzkanDepartment of Prosthodontics, Faculty of Dentistry, Marmara University, Istanbul 34854, Türkiye.
Gonca MumcuDepartment of Oral and Maxillofacial Radiology, Faculty of Dentistry, Istanbul Okan University, Istanbul 34959, Türkiye.ORCID 0000-0002-2280-2931

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Oral health problems among older adults represent a growing public health concern due to increasing life expectancy and treatment needs. This study aimed to assess dental treatment needs and cost burden within the context of oral health policies. This retrospective study included anonymized data from 250 patients aged ≥65 years (F/M: 121/129; 65-89 years). Sociodemographic characteristics, treatment needs, and costs were obtained from the Hospital Information Management System (HIMS). Costs were adjusted to 2025 Turkish lira values using the Consumer Price Index and converted to international dollars using purchasing power parity (PPP). Patients were classified by total treatment costs using K-means cluster analysis. Periodontal (61.2%), restorative (36.0%), and endodontic (41.2%) treatment needs, which are largely preventable through oral hygiene practices, were more frequent among patients with a lower mean age, whereas tooth loss and prosthodontic treatment needs (89.6%) increased with mean age. Cluster analysis identified two groups: a low-cost group (67.6%) and a high-cost group (32.4%). The high-cost group had a lower mean age (68.84 ± 4.27 years) compared to the low-cost group (70.73 ± 5.18 years), indicating that relatively younger patients needed more complex and costly treatments. Out-of-pocket payments were notable for prosthodontic and surgical treatments, although Social Security Institution (SSI) payments constituted most of the costs. Preventive and early dental care strategies are essential to reduce treatment complexity and cost burden among older adults within the framework of oral health policy.

Indexed as

Dental Care for AgedHealth Care CostsHealth Services Needs and DemandOral HealthAgedAged, 80 and overCluster AnalysisClustering AlgorithmsFemaleHealth PolicyHumansMaleRetrospective StudiesTurkeyagedcluster analysishealth care costshealth services needsoral health

Identifiers

PMID42354327
PMCPMC13300651

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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.