Evidence map›Paper›PMID 40401269›Full record

ArticleAmerican journal of cardiovascular disease2025

Unveiling the link: social determinants of health, quality of life, and burden of treatment in heart failure patients.

Inderpreet Singh, Rubina Shah, Madison Stoms, Charlotte Fowler, Ammar Vohra, Laverne Yip, Chee Yao Lim, Kenneth Johan, Gustavo E Garcia-Franceschini, Alexander Mandadjiev and 7 more

Abstract read
In one paragraph

Article in American journal of cardiovascular disease, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Observational
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

17 authors.

Inderpreet SinghDepartments of Internal Medicine, NYC Health and Hospitals/Lincoln Bronx, NY, USA.
Rubina ShahDepartments of Internal Medicine, NYC Health and Hospitals/Lincoln Bronx, NY, USA.
Madison StomsDepartment of Biostatistics, Columbia Mailman School of Public Health New York, NY, USA.
Charlotte FowlerDepartment of Biostatistics, Columbia Mailman School of Public Health New York, NY, USA.
Ammar VohraDepartments of Internal Medicine, NYC Health and Hospitals/Lincoln Bronx, NY, USA.
Laverne YipDepartments of Internal Medicine, NYC Health and Hospitals/Lincoln Bronx, NY, USA.
Chee Yao LimDepartments of Internal Medicine, NYC Health and Hospitals/Lincoln Bronx, NY, USA.
Kenneth JohanDepartments of Internal Medicine, NYC Health and Hospitals/Lincoln Bronx, NY, USA.
Gustavo E Garcia-FranceschiniDepartment of Biostatistics, Columbia Mailman School of Public Health New York, NY, USA.
Alexander MandadjievDepartments of Internal Medicine, NYC Health and Hospitals/Lincoln Bronx, NY, USA.
Alejandrina Cuello RamirezDepartments of Internal Medicine, NYC Health and Hospitals/Lincoln Bronx, NY, USA.
Aurelia HernandezDepartments of Internal Medicine, NYC Health and Hospitals/Lincoln Bronx, NY, USA.
Moiz KasubhaiDepartments of Internal Medicine, NYC Health and Hospitals/Lincoln Bronx, NY, USA.
Vihren DimitrovDepartments of Internal Medicine, NYC Health and Hospitals/Lincoln Bronx, NY, USA.
Shavy NagpalDepartments of Internal Medicine, NYC Health and Hospitals/Lincoln Bronx, NY, USA.
Ying WeiDepartment of Biostatistics, Columbia Mailman School of Public Health New York, NY, USA.
Vidya MenonDepartments of Internal Medicine, NYC Health and Hospitals/Lincoln Bronx, NY, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesBlack and Hispanic American patients have seen an increase in heart failure (HF) rates, with higher rates of hospitalizations and age-adjusted mortality. Our study aims to examine the associations between Social Determinants of Health (SDoH), difficulties associated with the workload assigned to the patients by healthcare providers/healthcare system measured as Burden of Treatment (BoT), and Quality of Life (QoL) in a predominantly minority, low income population of patients with heart failure in the South Bronx.

methodsWe included 265 patients hospitalized for HF decompensation. They were administered questionnaires to evaluate SDoH, QoL (EQ-5D), and BoT (Patient Experience with Treatment and Self-management-PETS questionnaire) at baseline. We fitted 10 zero-inflated negative binomial models to determine associations between total SDOH and total QoL with each BoT domain. We modelled the likelihood that a patient reports no burden on a given domain as well as the severity of the burden among patients who report burden.

resultsThe mean age of our cohort was 63.7 years, with 66% male, 50% Hispanic ethnicity and 48% Black. Spanish was the predominant primary language of communication. Their mean Charlson Comorbidity Index was 5.32 (SD = 2.6). Heart failure with reduced ejection fraction (HFrEF) was present in 72% of our participating patients. The mean composite SDoH score was 3.4 (SD = 1.9), with 31% of the cohort reporting problems paying their bills, 28% with food insecurity, and 35% requiring public assistance. Among the 5 domains measured by EQ-5D for evaluating QoL, moderate to severe difficulty was experienced by 88% of our cohort in at least one of the five domains, and severe difficulty in at least one of the five domains was reported in 23% of our patients. Of the ten domains evaluated for Burden of Treatment (BoT), the highest median scores obtained from our cohort were for difficulty with medical expenses, role and social activity limitations, difficulty with accessing healthcare services, difficulty with medical information, and physical and mental exhaustion due to self-care. Zero-inflated models identified a significant association between higher SDoH scores and having some burden of treatment in 6 of the 10 domains, particularly in the domains of difficulty with healthcare expenses and difficulty with self-care interfering with social/daily activities. Additionally, high SDoH scores were also associated with greater severity of burden in 7 of the 10 domains, particularly relating to understanding medical information and difficulty with healthcare expenses. Poor QoL was associated with increased BoT in 6 of the 10 domains. QoL was strongly associated with the burdens of physical and mental exhaustion and difficulty with medical appointments.

conclusionsOur findings highlight the interplay of SDoH, QoL and BoT in driving health disparities in heart failure patients. The positive correlation between SDoH and BoT demonstrates the impact that SDoH has on the treatment experiences of HF patients and their ability to manage their illness. Difficulty with healthcare expenses, understanding medical information, keeping track of medical appointments, self-care responsibilities affecting work, family and daily activities, and increased physical and mental fatigue due to self-care were the predominant domains affecting our study population. These findings signal the need for healthcare systems to identify at-risk individuals and implement individualized strategies to reduce the burden that treatment places on patients. Minimally Disruptive Medicine, which emphasizes understanding the patient's perspectives and tailoring treatment to the patient's daily life, may be an important tool in providing equitable care to these at-risk populations.

Indexed as

burden of treatmentHeart failureminimally disruptive medicinepatient-centered carequality of lifesocial determinants of health

Identifiers

PMID40401269
PMCPMC12089017

What OpenQuestion holds

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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.