Evidence Hub

Association of Tobacco Exposure Patterns with Periodontal Health: A Cross-Sectional Analysis of NHANES Data

Sarah Flanagan, Sarah Pagni, Zahra Chinipardaz

The Open Dentistry Journal, 2026

3,618 participants

Abstract

Introduction Periodontitis is an inflammatory disease and a leading cause of adult tooth loss. While the effects of traditional tobacco use on periodontal health are well documented, research on electronic cigarette (e-cigarette) use and secondhand smoke exposure is limited. This study evaluated whether active smoking, passive smoking, e-cigarette use, and combined exposures were associated with periodontitis severity using 2013-2014 National Health and Nutrition Examination Survey (NHANES) data. Materials and Methods A total of 3,618 adults were included. Periodontal staging followed the 2017 American Academy of Periodontology Classification. Associations between smoking status and periodontal staging were examined using multivariable ordinal logistic regression, adjusting for age, gender, diabetes status, socioeconomic status, race/ethnicity, and education level. Results Current tobacco-only smokers had 2.95 times higher odds of more severe periodontitis compared with never smokers ( P<0.001 ). Current e-cigarette-only users had 2.70 times higher odds ( P= 0.011), and dual users had 2.51 times higher odds ( P= 0.010) of more severe periodontitis. Past tobacco smokers had 1.27 times higher odds ( P= 0.003 ), and participants exposed to secondhand smoke had 1.54 times higher odds ( P= 0.028). Discussion All tobacco exposure groups, including e-cigarette-only users and dual users, were significantly associated with greater odds of periodontitis severity. The results emphasize…

How strong is the evidence?

Evidence Hub reads this as a cross-sectional, done in people. Its evidence level is 4 of 5 (Low · observational). Observational designs can show an association but not prove cause. Reported size: 3,618 participants or records.

How the five levels of evidence work. The level is assigned automatically from the abstract and can be wrong, so check the paper.

Read the paper

Related studies

Go deeper in Evidence Hub

Evidence Hub adds a study data sheet (design, sample size, evidence level, key numbers), an AI summary and a chat grounded in the paper's text.

Open this study Sign up free