Evidence map›Paper›PMID 42464254›Full record

ArticleBMC health services research2026

Healthcare-related social determinants of health are associated with pain severity among adults with comorbid heart failure and chronic pain.

Asa B Smith, Amelia Knopf, Yehui Zhu, Katelyn E Webster-Dekker, Scott Emory Moore, Selena Wang, Kelly L Wierenga

Abstract read
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Article in BMC health services 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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No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Asa B SmithSchool of Nursing, Indiana University, 600 Barnhill Drive Suite E421, Indianapolis, IN, 46202, USA. asasmit@iu.edu.
Amelia KnopfSchool of Nursing, Indiana University, 600 Barnhill Drive Suite E421, Indianapolis, IN, 46202, USA.
Yehui ZhuSchool of Nursing, Indiana University, 600 Barnhill Drive Suite E421, Indianapolis, IN, 46202, USA.
Katelyn E Webster-DekkerSchool of Nursing, University of Michigan, Ann Arbor, MI, USA.
Scott Emory MooreFrances Payne Bolton School of Nursing, Case Western Reserve University, Cleveland, OH, USA.
Selena WangSchool of Medicine, Indiana University, Indianapolis, IN, USA.
Kelly L WierengaLouise Herrington School of Nursing, Baylor University, Waco, TX, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionChronic pain worsens symptom burden and quality of life in individuals with heart failure (HF). Healthcare-related social determinants of health (SDOH) - including access (e.g., stability of coverage), affordability (e.g., medication cost-saving activities), and utilization (e.g., number of provider visits) may influence pain severity. This study aimed to describe these SDOH and examine their relationship with pain severity.

methodsA cross-sectional analysis was conducted using data from 4,026 adults with HF and chronic pain enrolled in the All of Us Research Program. Pain severity over 7 days (0 to 10 scale) and healthcare-related SDOH were assessed using descriptive statistics and linear regression.

resultsParticipants averaged 69.90 years old; 58.15% were female and 68.11% White. Although 98.48% had insurance, barriers remained: 21.82% reported transportation issues, 22.45% could not afford dental care, and 34.88% requested lower-cost prescriptions. Participants reporting more barriers to healthcare and more unaffordable healthcare services experienced significantly higher 7-day pain severity. Other variables associated with higher 7-day pain severity were age, race, sex, comorbidity, depression and fatigue.

conclusionsDespite high insurance coverage, healthcare barriers were common and associated with increased 7-day pain severity. Future research should explore access to pain-specific services with more comprehensive pain measures.

Indexed as

Chronic PainHealth Services AccessibilityHeart FailureSocial Determinants of HealthAgedComorbidityCross-Sectional StudiesFemaleHumansMaleMiddle AgedQuality of LifeSeverity of Illness IndexUnited StatesHeart failurePainSocial determinants of health

Identifiers

PMID42464254
PMCPMC13660271

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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.