Evidence map›Paper›PMID 42386021›Full record

ArticleAmerican heart journal2026

Cardiometabolic health of low- and higher-income adults in the United States, 2009-2023.

Lucas X Marinacci, ZhaoNian Zheng, Michael Liu, Azariah Boyd, Ivy Shi, Issa Dahabreh, Rishi K Wadhera

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Article in American heart journal, 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

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Lucas X MarinacciRichard A. and Susan F. Smith Center for Outcomes Research, Beth Israel Deaconess Medical Center, Boston, MA; Department of Medicine, Harvard Medical School, Boston, MA.
ZhaoNian ZhengRichard A. and Susan F. Smith Center for Outcomes Research, Beth Israel Deaconess Medical Center, Boston, MA.
Michael LiuRichard A. and Susan F. Smith Center for Outcomes Research, Beth Israel Deaconess Medical Center, Boston, MA; Department of Medicine, Harvard Medical School, Boston, MA.
Azariah BoydRichard A. and Susan F. Smith Center for Outcomes Research, Beth Israel Deaconess Medical Center, Boston, MA.
Ivy ShiRichard A. and Susan F. Smith Center for Outcomes Research, Beth Israel Deaconess Medical Center, Boston, MA; Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA.
Issa DahabrehRichard A. and Susan F. Smith Center for Outcomes Research, Beth Israel Deaconess Medical Center, Boston, MA; CAUSALab, Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA; Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA.
Rishi K WadheraRichard A. and Susan F. Smith Center for Outcomes Research, Beth Israel Deaconess Medical Center, Boston, MA; Department of Medicine, Harvard Medical School, Boston, MA; Department of Health Policy and Management, Harvard T.H. Chan School of Public Health, Boston, MA. Electronic address: rwadhera@bidmc.harvard.edu.

Funding

Cardiovascular Health of Low-Income Working-Age Adults in the US: Health Care Access, Policy, and the PandemicR01HL164561 · NHLBI · BETH ISRAEL DEACONESS MEDICAL CENTER · PI Rishi Kumar Wadhera · 2022 to 2026
$3.7M
Training Program in Cardiovascular ResearchT32HL160522 · NHLBI · BETH ISRAEL DEACONESS MEDICAL CENTER · PI Jennifer E Ho · 2022 to 2026
$2.7M
Strategies to Improve the Cardiovascular Health of Rural Working-Age Adults in the United StatesR01HL174549 · NHLBI · BETH ISRAEL DEACONESS MEDICAL CENTER · PI Rishi Kumar Wadhera · 2024 to 2026
$2.3M
Leveraging SNAP Policies to Improve the Cardiovascular Health of Low-Income Adults in the United StatesR01NR021686 · NINR · BETH ISRAEL DEACONESS MEDICAL CENTER · PI Rishi Kumar Wadhera · 2024 to 2026
$2.0M
NHLBI NIH HHS R01 HL164561NHLBI NIH HHS R01 HL174549NHLBI NIH HHS T32 HL160522NINR NIH HHS R01 NR021686
6 · The paper itself

Abstract

backgroundCardiometabolic risk factors are major contributors to premature mortality in the United States. Little is known about recent changes in the cardiometabolic health of US adults by income level, particularly after the COVID-19 pandemic.

objectiveTo assess changes in the cardiometabolic health of US adults from 2009 to August 2023 by income level, and to evaluate pandemic-related shifts.

methodsWe conducted a serial cross-sectional analysis of National Health and Nutrition Examination Survey participants aged ≥ 18 years (2009-2010 to August 2021-August 2023). Low-income was defined as ≤ 200% of the federal poverty level. We evaluated changes in the age- and sex-adjusted prevalence, treatment, and control of hypertension, diabetes, and high cholesterol, and the prevalence of obesity and smoking, among low- and higher-income adults. Linear regression models estimated pandemic-associated shifts.

resultsAmong 62,108 adults (mean age 46.3 years; 51.7% female), the prevalence of hypertension or high cholesterol did not change in either income group. Obesity prevalence rose among low-income adults (37.3% to 42.1%; absolute change +4.8 pp [95% CI, 1.1, 8.5]). Diabetes prevalence increased in both groups (low-income: +5.1 pp [1.4, 8.8]; higher-income: +2.5 pp [0.7, 4.3]), but remained higher among low-income adults (17.6% vs 12.4%; absolute difference +5.2 pp [1.6, 8.8]). While diabetes treatment did not change, an income-related gap in diabetes control emerged: by August 2021-August 2023, 43.0% of low-income adults achieved glycemic control compared to 52.8% of higher-income adults (absolute difference -9.8 pp [-17.5, -2.1]), coinciding with a greater-than-expected decline in diabetes control among low-income adults in the wake of the pandemic (level shift -8.7 pp [-16.7, -0.6]). The income-related gap in hypertension treatment in 2009-2010 had closed by August 2021-August 2023, following a greater-than-expected increase in treatment among low-income adults after the pandemic (level shift +7.8 pp [1.8, 13.8]). High cholesterol treatment and control improved in both groups, with no income-related differences. Smoking declined for both low-income (30.2% to 22.8%, absolute change -7.4 pp [-12.0, -2.8]) and higher-income (15.0% to 10.3%, absolute change -4.7 pp [-7.1, -2.3]) adults, but remained more than two-fold higher in the low-income group.

conclusionsBetween 2009 and August 2023, there was no improvement in the prevalence of hypertension or high cholesterol. Obesity and diabetes prevalence rose among low-income adults and a new income-related gap in diabetes control emerged, coinciding with a greater-than-expected decline in glycemic control among low-income adults after the pandemic. Targeted efforts are needed to improve risk factor prevention, strengthen glycemic control in low-income populations, and address persistent income-related disparities in cardiometabolic health.

Indexed as

COVID-19Diabetes MellitusIncomeObesityPovertyAdultCardiometabolic Risk FactorsCross-Sectional StudiesFemaleHumansHypercholesterolemiaHypertensionMaleMiddle AgedNutrition SurveysPrevalence

Identifiers

PMID42386021
PMCPMC13336315

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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.