Evidence map›Paper›PMID 42871873›Full record

ArticleAging and health research2026

Trends and disparities in cardiometabolic disease prevalence by physical activity among US adults: NHANES 2007-2018.

Zhijing Xu, Jinyu Hu, Jackie Finik, Xiang Qi, Ruotong Liu, Yaguang Zheng, Bei Wu

Abstract read
In one paragraph

Article in Aging and health research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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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.

2 · The registry

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3 · Its place in the literature

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0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Zhijing XuSchool of Nursing, Montclair State University, Montclair, NJ 07043, United States.ORCID 0000-0002-4044-9609
Jinyu HuNew York University Rory Meyers College of Nursing, New York, NY 10065, United States.
Jackie FinikNew York University Rory Meyers College of Nursing, New York, NY 10065, United States.
Xiang QiNew York University Rory Meyers College of Nursing, New York, NY 10065, United States.
Ruotong LiuNew York University Rory Meyers College of Nursing, New York, NY 10065, United States.
Yaguang ZhengNew York University Rory Meyers College of Nursing, New York, NY 10065, United States.
Bei WuNew York University Shanghai, Shanghai 200126, China.ORCID 0000-0002-6891-244X

Funding

Rutgers-NYU Center for Asian Health Promotion and EquityP50MD017356 · NIMHD · RUTGERS BIOMEDICAL/HEALTH SCIENCES-RBHS · PI BYRD-BREDBENNER, DEBRA CAROL · 2021 to 2025
$11.6M
Elucidating the Link Between Oral Health and Dementia Subtypes: A Multifaceted Study on the Biological Pathways and Social DeterminantsR01AG089856 · NIA · NEW YORK UNIVERSITY · PI Huabin Luo, Xiang Qi · 2024 to 2026
$2.4M
NIA NIH HHS R01 AG089856NIMHD NIH HHS P50 MD017356
6 · The paper itself

Abstract

Background: Cardiometabolic diseases (CMDs) significantly contribute to U.S. morbidity. Physical activity (PA) is associated with lower CMD prevalence, yet trends in CMD prevalence by PA level and associated disparities remain underexplored. Methods: We analyzed 2007-2018 NHANES data from 26,380 adults aged ≥20 years. CMDs included diabetes, cardiovascular disease (CVD), and chronic kidney disease (CKD; eGFR <60 mL/min/1.73 m Results: Diabetes prevalence increased, with higher odds in 2013-2014 (OR = 1.27; 95% CI: 1.01-1.60), 2015-2016 (OR = 1.41; 1.08-1.84), and 2017-2018 (OR = 1.45; 1.16-1.80) and an absolute increase of 2.49% (0.85 to 4.13). No significant trends were observed for CKD (absolute change: 0.11%; -1.57 to 1.80) or CVD (0.10%; -1.40 to 1.59). CMD prevalence was highest among those with no activity and lowest among regular activity. Regular PA was associated with lower odds of diabetes (aOR = 0.70; 0.62-0.79), CKD (aOR = 0.74; 0.65-0.83), and CVD (aOR = 0.75; 0.64-0.87); some/irregular activity was associated with lower odds of CVD only (aOR = 0.72; 0.62-0.85). Non-Hispanic Blacks had the highest CKD and CVD prevalence across PA levels; diabetes prevalence was highest among Mexican Americans with regular activity. Conclusion: Diabetes prevalence increased significantly, while CKD and CVD prevalence remained stable. Guideline-adherent PA is associated with lower CMD odds, yet disparities underscore the need for equity-driven, culturally tailored PA promotion.

Indexed as

Cardiometabolic diseaseHealth disparitiesPhysical activity

Identifiers

PMID42871873
PMCPMC13660780

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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.