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Does smoking track with depression in US adults?

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In NHANES 2005–2018, daily smokers had ~2.4× the odds of PHQ-9 depression vs never smokers; longer cessation tracked lower odds.

Source

A cross-sectional study of smoking and depression among US adults: NHANES (2005-2018)

Wu Z, Yue Q, Zhao Z, et al. · Frontiers in public health · 2023

doi.org/10.3389/fpubh.2023.1081706Read the full paper ↗87 citationscc by

Study at a glance

Design
Cross-sectional — NHANES 2005–2018 smoking status/volume/cessation vs PHQ-9 depression
N
N=30524 · Adults ≥20 in final smoking-status analysis after exclusions
Population
US adults in NHANES with smoking and depression measures
Outcome
Clinically relevant depressive symptoms (PHQ-9 ≥10) by smoking patterns

Structured fields used in claim comparison tables when every cited study has a complete layer.

What they did

Analyzed adults ≥20 from NHANES 2005–2018, classifying smoking status, daily volume, and cessation duration against PHQ-9 ≥10 using multivariable logistic regression.

What they found

Previous (OR 1.25), occasional (OR 1.84), and daily smokers (OR 2.37) had higher depression odds than never smokers. Higher daily volume associated with higher odds (OR 1.65 trend); longer cessation associated with lower odds (OR 0.55 trend).

The limits

What it doesn't show

Cross-sectional data cannot establish whether smoking causes depression or depressed people smoke more; residual confounding remains.

Key terms

PHQ-9
Nine-item depression screen; ≥10 marks clinically relevant symptoms here.
NHANES
US National Health and Nutrition Examination Survey.
Daily smoker
Participant reporting smoking every day.
Smoking cessation
Time since quitting among former smokers.
Odds ratio
Relative odds of depression vs a reference group.
Dose–response
Higher smoking volume linked to higher depression odds.

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Daily smoker depression OR vs never smokers?

Common questions

Depression definition?

PHQ-9 score ≥10.

Highest-risk smoking status?

Daily smokers (OR 2.37).

Does quitting matter?

Longer cessation linked to lower depression odds (OR 0.55).

Can this prove causation?

No—cross-sectional associations only.

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