Evidence map›Paper›PMID 42175466›Full record

ArticleMedicine2026

Association between anemia and lower socioeconomic status: The mediating role of frailty.

Chaoban Wang, Xiao Yang, Jianrong Wu

Abstract read
In one paragraph

Article in Medicine, 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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0citing papers 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

The trial behind it

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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

3 authors.

Chaoban WangDepartment of Pediatrics, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China.
Xiao YangSchool of Computer and Information, Qiannan Normal University for Nationalities, Duyun, Guizhou, China.ORCID 0009-0003-7913-5273
Jianrong WuDepartment of Pediatrics, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Anemia is a global health issue linked to malnutrition and chronic diseases. While its impact on children's learning is established, its broader socioeconomic implications in adults, particularly the mediating role of frailty, remain unclear. This study analyzed National Health and Nutrition Examination Survey data (2007-2018) from 22,851 United States adults (18-79 years). Anemia was defined by hemoglobin levels (men: < 130 g/L; women: < 120 g/L). Frailty was assessed using a modified Fried phenotype (weakness, low activity, exhaustion, slow gait, weight loss). Socioeconomic status (SES) was evaluated using income, education, occupation, and insurance, categorized into High/Low SES via latent class analysis. Weighted logistic regression analyzed anemia-SES associations, stratified by sex, with frailty mediation assessed. Anemia was significantly associated with lower SES in both sexes (male: odds ratio [OR] = 0.57, 95% confidence interval: 0.47-0.68; female: OR = 0.78, 95% confidence interval: 0.69-0.88, P < .001). Frailty alone also strongly predicted lower SES (OR = 0.45 for both sexes, P < .001). Coexisting anemia and frailty showed the strongest negative association (male: OR = 0.32; female: OR = 0.40, P < .001). Frailty mediated a significant portion of the anemia-SES link (male: 12.8%; female: 8.88%, P < .001). Anemia is associated with lower SES in adults, with frailty potentially partly accounting for this association. This highlights the potential value of integrated anemia management addressing both physiological symptoms and socioeconomic support to improve overall outcomes.

Indexed as

AnemiaFrailtySocial ClassAdolescentAdultAgedFemaleHumansLow Socioeconomic StatusMaleMiddle AgedNutrition SurveysSocioeconomic Disparities in HealthUnited StatesYoung AdultAnemiafrailtyNHANESpublic healthsocioeconomic status

Identifiers

PMID42175466
PMCPMC13201046

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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.