Evidence map›Paper›PMID 40783699›Full record

ArticleBMC oral health2025

The impact of social and commercial determinants on the unequal increase of oral disorder disease burdens across global, regional, and national contexts.

Yongqiang Lai, Ye Li, Xinwei Liu, Yuanxiang Shi, Fangqi Qu, Xiyu Zhang, Baoguo Shi, Xiaohe Wang, Tao Sun, Xianhong Huang and 1 more

Abstract read
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. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing 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

12 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

11 authors.

Yongqiang Lai *Center of Health Policy and Management, School of Health Management, Harbin Medical University, Harbin, Heilongjiang, China.
Ye Li *School of Public Administration, Hangzhou Normal University, Hangzhou, Zhejiang, China. liye8459@163.com.
Xinwei Liu *Center of Health Policy and Management, School of Health Management, Harbin Medical University, Harbin, Heilongjiang, China.
Yuanxiang ShiSchool of Public Administration, Hangzhou Normal University, Hangzhou, Zhejiang, China.
Fangqi QuCenter of Health Policy and Management, School of Health Management, Harbin Medical University, Harbin, Heilongjiang, China.
Xiyu ZhangDepartment of Laboratorial Science and Technology, School of Public Health, Peking University, Beijing, China.
Baoguo ShiDepartment of Economics, School of Economics, Minzu University of China, Beijing, China.
Xiaohe WangSchool of Public Administration, Hangzhou Normal University, Hangzhou, Zhejiang, China.
Tao SunSchool of Public Administration, Hangzhou Normal University, Hangzhou, Zhejiang, China.
Xianhong HuangSchool of Public Administration, Hangzhou Normal University, Hangzhou, Zhejiang, China.
Dingyun YouSchool of Public Health, Kunming Medical University, Kunming, Yunnan, China.

Funding

Hangzhou Normal University Research Project No. 4265C50224204063National Natural Science Foundation of China 72174047
6 · The paper itself

Abstract

backgroundOver the past three decades, oral disorders have emerged as a pressing global public health issue, affecting more than 3.5 billion people by 2021. Despite being largely preventable, the burden of oral disorders remains disproportionately high in low- and middle-income countries (LMICs), where fragile healthcare systems, limited access to oral health professionals, and increased consumption of unhealthy products exacerbate existing inequalities. The Global Oral Health Action Plan and the Bangkok Declaration underscore the importance of addressing commercial determinants as key drivers of oral health inequities.

methodsWe utilized data from the Global Burden of Disease 2021 (GBD 2021) study to analyze the burden of oral disorders—including incidence, prevalence, and disability-adjusted life years (DALYs)—across 204 countries and territories, stratified by Socio-demographic Index (SDI). Temporal trends were examined using the Age-Period-Cohort (APC) model, and spatial heterogeneity in social and commercial determinants (e.g., income, urbanization, dentist density, sugar and alcohol consumption) were assessed using Geographically Weighted Regression (GWR).

findingsIn 2021, oral disorders accounted for 23.24 million DALYs globally, with LMICs experiencing the most pronounced increase in burden, particularly in South Asia and Latin America. Middle-SDI regions exhibited the highest annual growth in incidence (EAPC = 0.3274), associated with rapid socioeconomic transitions and adoption of Westernized lifestyles. The APC model revealed divergent age effects: incidence peaked in younger cohorts (0–9 years), whereas DALYs increased with age and peaked in middle-aged adults in LMICs. GWR analysis identified substantial spatial variation in determinants. Among social factors, higher income and urbanization were associated with reduced burden in LMICs, while dentist density was more effective in high-income countries (HICs). Among commercial factors, sugar and tobacco consumption significantly increased risk in LMICs—especially in East Asia and Africa—whereas the effects of alcohol consumption were mixed.

conclusionsOral health inequities are driven by unequal exposure to social and commercial determinants, with LMICs shouldering the greatest share of preventable burden. Policy efforts should prioritize intersectoral actions to regulate harmful commercial practices, strengthen primary oral health care in underserved regions, and integrate oral health into universal health coverage frameworks. Addressing upstream determinants—rather than focusing solely on clinical care—is essential to reducing global disparities in oral health.

Indexed as

Global HealthHealth Status DisparitiesMouth DiseasesSocial Determinants of HealthAdultDeveloping CountriesDisability-Adjusted Life YearsGlobal Burden of DiseaseHumansIncidenceOral HealthPrevalenceSocioeconomic Disparities in HealthSocioeconomic FactorsAge - Period - cohortGeographically weighted regression.Oral disordersSocial and commercial determinantsSpatiotemporal heterogeneity

Identifiers

PMID40783699
PMCPMC12335784

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.