Evidence map›Paper›PMID 36763672›Full record

ArticlePloS one2023

The prevalence of metabolic conditions before and during the COVID-19 pandemic and its association with health and sociodemographic factors.

Hadii M Mamudu, David Adzrago, Emmanuel O Odame, Oluwabunmi Dada, Valentine Nriagu, Trishita Paul, Florence W Weierbach, Karilynn Dowling-McClay, David W Stewart, Jessica Adams and 1 more

Open access · goldAbstract read
In one paragraph

Article in PloS one, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed
2.3field-weighted citation impact, top 12% of its field
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

8 citing papers in PubMed, 12 citations in OpenAlex.

  1. Article
  2. Trends in the prevalence of metabolic syndrome among Jordanian adults following COVID-19.Therapeutic advances in endocrinology and metabolism · 2026
    Article
  3. Current and emerging strategies for the prevention of hepatocellular carcinoma.Nature reviews. Gastroenterology & hepatology · 2025
    Review
  4. Article
  5. Article
  6. Aaptamine Inhibits Lipid Accumulation andJournal of experimental pharmacology · 2025
    Article
  7. Article
  8. Article
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 at 5 institutions in 1 country.

Hadii M MamuduThe Center for Cardiovascular Risk Research, College of Public Health, East Tennessee State University, Johnson City, TN, United States of America.ORCID 0000-0002-3304-5577
David AdzragoCenter for Health Promotion and Prevention Research, CDC Prevention Research Center, School of Public Health, University of Texas Health Science Center, Houston, TX, United States of America.
Emmanuel O OdameDepartment of Environmental Health Sciences, The University of Alabama at Birmingham, Birmingham, AL, United States of America.
Oluwabunmi DadaDepartment of Occupational Safety and Health, Murray State University, Murray, KY, United States of America.
Valentine NriaguThe Center for Cardiovascular Risk Research, College of Public Health, East Tennessee State University, Johnson City, TN, United States of America.ORCID 0000-0003-1957-8745
Trishita PaulBrentwood High School, Brentwood, TN, United States of America.
Florence W WeierbachThe Center for Cardiovascular Risk Research, College of Public Health, East Tennessee State University, Johnson City, TN, United States of America.
Karilynn Dowling-McClayThe Center for Cardiovascular Risk Research, College of Public Health, East Tennessee State University, Johnson City, TN, United States of America.
David W StewartThe Center for Cardiovascular Risk Research, College of Public Health, East Tennessee State University, Johnson City, TN, United States of America.
Jessica AdamsLone Star College of Nursing, Lone Star College-North Harris, Lone Star College, Houston, TX, United States of America.
Timir K PaulThe Center for Cardiovascular Risk Research, College of Public Health, East Tennessee State University, Johnson City, TN, United States of America.
East Tennessee State University · USLone Star College–North Harris · USMurray State University · USThe University of Texas Health Science Center at Houston · USUniversity of Alabama at Birmingham · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThere is a dearth of evidence on the relationship between COVID-19 and metabolic conditions among the general U.S. population. We examined the prevalence and association of metabolic conditions with health and sociodemographic factors before and during the COVID-19 pandemic.

methodsData were drawn from the 2019 (N = 5,359) and 2020 (N = 3,830) Health Information National Trends Surveys on adults to compare observations before (2019) and during (2020) the COVID-19 pandemic. We conducted weighted descriptive and multivariable logistic regression analyses to assess the study objective.

resultsDuring the pandemic, compared to pre-pandemic, the prevalence of diabetes (18.10% vs. 17.28%) has increased, while the prevalence of hypertension (36.38% vs. 36.36%) and obesity (34.68% vs. 34.18%) has remained similar. In general, the prevalence of metabolic conditions was higher during the pandemic (56.09%) compared to pre-pandemic (54.96%). Compared to never smokers, former smokers had higher odds of metabolic conditions (AOR = 1.38, 95% CI = 1.01, 1.87 and AOR = 1.57, 95% CI = 1.10, 2.25) before and during the pandemic, respectively. People with mild anxiety/depression symptoms (before: AOR = 1.52, 95% CI = 1.06, 2.19 and during: AOR = 1.55, 95% CI = 1.01, 2.38) had higher odds of metabolic conditions relative to those with no anxiety/depression symptoms.

conclusionThis study found increased odds of metabolic conditions among certain subgroups of US adults during the pandemic. We recommend further studies and proper allocation of public health resources to address these conditions.

Indexed as

COVID-19AdultDepressionHumansPandemicsPrevalenceSociodemographic Factors

Identifiers

PMID36763672
PMCPMC9916641
OpenAlexW4320032812

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.