ArticleCommunity dentistry and oral epidemiology2021
Forecasting future dental health expenditures: Development of a framework using data from 32 OECD countries.
Article in Community dentistry and oral epidemiology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers, 2 of them syntheses that pooled it.
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Who cites it
14 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Decision-making regarding dental treatments - What factors matter from patients' perspective? A systematic review.BMC oral health · 2025Pooled it
- Systematic review on cost-effectiveness analysis of school-based oral health promotion program.PloS one · 2023Pooled it
- Development of a nomogram for prediction of occlusal dentin caries in Norwegian children at risk: a 36-month follow-up study.BMC oral health · 2026Article
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- Cost-Effectiveness of the Toddler Oral Health Intervention in Dutch Well-Baby Clinics: A Trial-Based Economic Evaluation.Caries research · 2026Article
- Visit-level quality measurement reveals missed opportunities and overuse in preventive oral health care.Journal of the American Dental Association (1939) · 2026Article
- Global situation of oral health coverage toward universal health coverage: A scoping review.Preventive medicine reports · 2025Review
- Using microdata as a basis for long term projections of hospital care spending: the added value of more detailed information.Health economics review · 2025Article
- Global, Regional, and Country-Level Economic Impacts of Oral Conditions in 2019.Journal of dental research · 2025Article
- Economic Considerations in Oral Health: Bridging Gaps, Broadening Horizons.Journal of dental research · 2024Article
- Key factors in the future of oral and dental health in Iran using scenario writing approach.BMC oral health · 2024Article
- Article
- Policies Supporting Oral Health in Ageing Populations Are Needed Worldwide.International dental journal · 2022Review
- Forecasting future dental health expenditures: Development of a framework using data from 32 OECD countries.Community dentistry and oral epidemiology · 2021Article
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Authors and funding
5 authors.
Funding
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Abstract
objectiveTo (1) develop a framework for forecasting future dental expenditures, using currently available information, and (2) identify relevant research and data gaps such that dental expenditure predictions can continuously be improved in the future.
methodsOur analyses focused on 32 OECD countries. Dependent on the number of predictors, we employed dynamic univariate and multivariate modelling approaches with various model specifications. For univariate modelling, an auto-regressive (AR) dynamic model was employed to incorporate historical trends in dental expenditures. Multivariate modelling took account of historical trends, as well as of relationships between dental expenditures, dental morbidity, economic growth in terms of gross domestic product and demographic changes.
resultsEstimates of dental expenditures varied substantially across different model specifications. Models relying on dental morbidity as one of the predictors performed worst regardless of their specification. Using the best-fitted model specification, that is the univariate second-order autoregression [AR(2)], the forecasted dental expenditures across 32 OECD countries amounted to US$316bn (95% forecasted interval, FI: 258-387) in 2020, US$434bn (95%FI: 354-532) in 2030 and US$594bn (95%FI: 485-728) in 2040. Per capita spending in 2040 was forecasted to be highest in Germany (US$889, 95%FI: 726-1090) and lowest in Mexico (US$52, 95%FI: 42-64).
conclusionsThe present study demonstrates the feasibility and challenges in predicting dental expenditures and can serve as a basis for improvement towards more sustainable and resilient health policy and resource planning. Within the limitations of available data sources, our findings suggest that dental expenditures in OECD countries could increase substantially over the next two decades and vary considerably across countries. For more accurate estimation and a better understanding of determinants of dental expenditures, more comprehensive data on dental spending and dental morbidity are urgently needed.
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