Evidence map›Paper›PMID 42760909›Full record

ArticlemedRxiv : the preprint server for health sciences2026

Racial differences in lifetime healthcare costs associated with obesity-related multimorbidity among the U.S. population aged 40 years or older.

Preeti Pushpalata Zanwar, Mei Wang, Nathan Logan, Su-Hsin Chang

Abstract readPreprint
In one paragraph

Article in medRxiv : the preprint server for health sciences, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Preeti Pushpalata ZanwarApplied Health Economics and Outcomes Research, Jefferson College of Population Health, Thomas Jefferson University, Philadelphia, PA.ORCID 0000-0003-1521-9809
Mei WangDivision of Public Health Sciences, Department of Surgery, School of Medicine, Washington University in St. Louis, St. Louis, MO.ORCID 0000-0002-3560-9460
Nathan LoganSchool of Medicine, Saint Louis University, St. Louis, MO.
Su-Hsin ChangSchool of Medicine, Saint Louis University, St. Louis, MO.ORCID 0000-0001-5872-9556

Funding

Worksite Policies and neighborhood Influences on Obesity and Cancer RiskU54CA155496 · NCI · WASHINGTON UNIVERSITY · PI COLDITZ, GRAHAM A. · 2011 to 2016
$9.0M
Comparative modeling of multiple myeloma across myeloma control continuuum: prevention, treatment, and disparity reductionU01CA265735 · NCI · WASHINGTON UNIVERSITY · PI CHANG, SU-HSIN, WANG, SHIYI · 2021 to 2025
$3.2M
MODELING THE COEXISTENCE OF CHRONIC DISEASES RELATED TO OBESITYR21DK110530 · NIDDK · WASHINGTON UNIVERSITY · PI CHANG, SU-HSIN · 2017 to 2018
$419k
AHRQ HHS K01 HS022330NCI NIH HHS U01 CA265735NCI NIH HHS U54 CA155496NIDDK NIH HHS R21 DK110530
6 · The paper itself

Abstract

Background: Obesity is a costly cause of morbidity and disability. Previous research has well documented that Black persons bear a disproportionate financial burden of obesity-related multimorbidity (ORM); however, healthcare costs have not been examined over the lifespan. Objective: Among U.S. general population age ≥40 years, we quantified racial difference in 1) lifetime healthcare costs (LHC's), and 2) lifetime healthcare cost differential (LCD) associated with ORM. Methods: We used data from the Medical Expenditure Panel Survey, 2008-2012, and targeted four obesity-related diseases (ORDs): diabetes, hypertension, coronary heart disease, and stroke. A published Markov model was used to model individuals' life histories of ORDs and to compute LHC's. LCD associated with ORM was computed by taking the difference between LHC for those with ORM and LHC for members without ORD. Racial differences were quantified by taking the differences in LHC or LCD between White and Black men/women. Results: We included 53,035 Black and White individuals representing 97,229,611 (se=2,104,365) U.S. Black (12.4%) and White (87.6%) populations aged ≥40 years. ORM was more prevalent in the Black (21.2%) than the White populations (13.4%). Racial difference in LHC's for women/men with ORM and LCDs associated with ORM (2012$) was $31,035/43,595 and $11,350/26,948 for age 40-49, $21,567/25,615 and $3,846/9,808 for 50-59, $9,863/18,515 and -$2,566/7,426 for 60-69, -$8,220/16,285 and -$11,524/3,865 for 70-79. Conclusions: Racial differences in LHC's and LCD associated with ORM persist and the scale varies by subpopulation. Future interventions designed to prevent/manage ORM are crucial to prioritize populations burdening with high LHC's and health disparities.

Indexed as

lifetime healthcare costobesity-related multimorbidityracial difference

Identifiers

PMID42760909
PMCPMC13585026

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Registered trials

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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.