Evidence map›Paper›PMID 41040506›Full record

ArticleBMJ public health2025

Disruption and recovery in physical and mental health, body mass index and smoking during the COVID-19 pandemic: a trend analysis of US BRFSS data from 2016 to 2022.

Khushbu Balsara, Varun Kotharkar, Panagis Galiatsatos, Norma Kanarek

Abstract read
In one paragraph

Article in BMJ public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
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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

4 authors.

Khushbu BalsaraInternational Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA.ORCID https://orcid.org/0009-0000-4022-4672
Varun KotharkarStatistics, Rutgers New Brunswick, New Brunswick, New Jersey, USA.
Panagis GaliatsatosPulmonary & Critical Care Medicine, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
Norma KanarekOncology and Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.

Funding

Translational Research Central ServicesP30CA006973 · NCI · JOHNS HOPKINS UNIVERSITY · PI ALAN KEITH MEEKER · 1985 to 2026
$208.6M
NCI NIH HHS P30 CA006973
6 · The paper itself

Abstract

Introduction: The COVID-19 pandemic caused widespread disruptions to population health, affecting key risk factors such as physical and mental health, smoking status and body weight. While short-term impacts have been studied extensively, long-term trends and recovery patterns remain unclear. Methods: This study used data from the Behavioural Risk Factor Surveillance System covering 2016-2022. Weighted proportions for health outcomes were calculated, and trends were analysed using locally weighted scatterplot smoothing and Kendall's tau correlation. Bootstrapping was used to estimate CIs. Results: During the pandemic, individuals reporting 14+not good physical health days increased significantly (τ=0.7238, p<0.0001). Mental health also deteriorated, with 14+not good mental health days increasing (τ=0.7263, p<0.0001). Smoking prevalence declined (τ=-0.5536, p<0.0001) while those who 'never smoked' increased (τ=0.6024, p<0.0001). Obesity prevalence rose significantly postpandemic (τ=0.6632, p<0.0001). Conclusions: The findings highlight the pandemic's profound and differential impact on physical health and persistent worsening of not good mental health days and body mass index indicating obesity. The decline in smoking prevalence suggests a positive behavioural shift during the early years of the pandemic. Targeted public health interventions are needed to address these challenges and promote recovery.

Indexed as

Body Mass IndexCOVID-19Epidemiological MonitoringMental HealthPublic Health

Identifiers

PMID41040506
PMCPMC12487425

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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.