ArticleFrontiers in public health2026
Determinants of orthodontic treatment acceptance among university students in Northern China: a structural equation modeling approach.
Article in Frontiers in public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Not yet cited in PubMed.
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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.
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Corrections and comments
- Erratum issued
Authors and funding
6 authors.
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Abstract
Background: Malocclusion represents a prevalent oral health concern with notable psychosocial implications. Despite high treatment need among young adults in China, the transition from awareness to actual uptake of orthodontic care remains inadequately understood, particularly in student populations. Objective: This study aimed to assess the willingness to undergo orthodontic treatment and identify its predictors among university students in Liaoning Province, China. Methods: A cross-sectional survey was conducted using multistage stratified cluster random sampling across 14 cities in Liaoning Province. A total of 1,299 students aware of orthodontic treatment completed a structured questionnaire. Data were analyzed using Results: No significant demographic differences were found in relation to acceptance willingness or its predictors (all Conclusion: Perceived service quality, social norms, and satisfaction are pivotal in shaping orthodontic acceptance among Chinese university students. Enhancing reliability, responsiveness, assurance, and empathy in clinical practice may improve treatment uptake in this population.
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