Evidence map›Paper›PMID 36087623›Full record

ArticlePreventive medicine2022

Disease and debt: Findings from the 2019 Panel Study of Income Dynamics in the United States.

Irina B Grafova, Patrick R Clifford, Shawna V Hudson, Michael B Steinberg, Denalee M O'Malley, Jennifer Elliott, Adana A M Llanos, Biren Saraiya, Paul R Duberstein

Open access · greenAbstract read
In one paragraph

Article in Preventive medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed
3.1field-weighted citation impact, top 9% of its field
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

8 citing papers in PubMed, 12 citations in OpenAlex.

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  6. Trends in Suicidal Mortality and Motives among Working-Ages Individuals in Japan during 2007-2022.European journal of investigation in health, psychology and education · 2023
    Article
  7. Functional impairment is associated with medical debt in male cancer survivors and credit card debt in female cancer survivors.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2023
    Article
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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

9 authors at 1 institution in 1 country.

Irina B GrafovaDepartment of Health Behavior, Society and Policy, Rutgers School of Public Health, Piscataway, NJ, United States of America; Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, United States of America. Electronic address: grafovib@sph.rutgers.edu.
Patrick R CliffordDepartment of Health Behavior, Society and Policy, Rutgers School of Public Health, Piscataway, NJ, United States of America.
Shawna V HudsonRutgers Cancer Institute of New Jersey, New Brunswick, NJ, United States of America; Rutgers Robert Wood Johnson Medical School, Department of Family Medicine and Community Health, United States of America.
Michael B SteinbergRutgers Robert Wood Johnson Medical School, Division of General Internal Medicine, New Brunswick, NJ, United States of America.
Denalee M O'MalleyRutgers Robert Wood Johnson Medical School, Department of Family Medicine and Community Health, United States of America.
Jennifer ElliottEdward J. Bloustein School of Planning and Public Policy, New Brunswick, NJ, United States of America.
Adana A M LlanosDepartment of Epidemiology, Mailman School of Public Health and Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, New York, NY, United States of America.
Biren SaraiyaRutgers Cancer Institute of New Jersey, New Brunswick, NJ, United States of America; Rutgers Robert Wood Johnson Medical School, Department of Medicine, United States of America.
Paul R DubersteinDepartment of Health Behavior, Society and Policy, Rutgers School of Public Health, Piscataway, NJ, United States of America; Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, United States of America.
Rutgers, The State University of New Jersey · US

Funding

TRANSCRIPTIONAL PROFILINGP30CA072720 · NCI · UNIV OF MED/DENT NJ-R W JOHNSON MED SCH · PI Tracie Saunders · 1997 to 2026
$94.5M
Optimizing Colorectal Cancer Screening among Patients with Diabetes in Safety-Net Primary Care Settings: Targeting Implementation ApproachesR00CA256043 · NCI · RUTGERS BIOMEDICAL AND HEALTH SCIENCES · PI O'MALLEY, DENALEE M. · 2022 to 2024
$656k
Optimizing Colorectal Cancer Screening among Patients with Diabetes in Safety-Net Primary Care Settings: Targeting Implementation ApproachesK99CA256043 · NCI · RBHS-ROBERT WOOD JOHNSON MEDICAL SCHOOL · PI O'MALLEY, DENALEE M. · 2021 to 2022
$313k
NCI NIH HHS K99 CA256043NCI NIH HHS R00 CA256043
6 · The paper itself

Abstract

Medical debt has grown dramatically over the past few decades. While cancer and diabetes are known to be associated with medical debt, little is known about the impact of other medical conditions and health behaviors on medical debt. We analyzed cross-sectional data on 9174 households - spanning lower-income, middle-income, and higher-income based on the Census poverty threshold - participating in the 2019 wave of the nationally representative United States Panel Study of Income Dynamics (PSID). The outcomes were presence of any medical debt and presence of medical debt≥ $2000. Respondents reported on medical conditions (diabetes, cancer, heart disease, chronic lung disease, asthma, arthritis, anxiety disorders, mood disorders) and on health behaviors (smoking, heavy drinking). Medical debt was observed in lower-income households with heart disease (OR = 2.64, p-value = 0.006) and anxiety disorders (OR = 2.16, p-value = 0.02); middle-income households with chronic lung disease (OR = 1.73, p-value = 0.03) and mood disorders (OR = 1.53, p-value = 0.04); and higher-income households with a current smoker (OR = 2.99, p-value<0.001). Additionally, medical debt ≥$2000 was observed in lower-income households with asthma (OR = 2.16, p-value = 0.009) and a current smoker (OR = 1.62, p-value = 0.04); middle income households with hypertension (OR = 1.65, p-value = 0.05). These novel findings suggest that the harms of medical debt extend beyond cancer, diabetes and beyond lower-income households. There is an urgent need for policy and health services interventions to address medical debt in a wider range of disease contexts than heretofore envisioned. Intervention development would benefit from novel conceptual frameworks on the causal relationships between health behaviors, health conditions, and medical debt that center social-ecological influences on all three of these domains.

Indexed as

AsthmaLung DiseasesCross-Sectional StudiesHumansIncomePovertyUnited StatesFinancial hardshipHealth disparitiesMedical debt

Identifiers

PMID36087623
PMCPMC10068838
OpenAlexW4295009348

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

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.