Evidence map›Paper›PMID 35442439›Full record

ArticleJournal of the National Cancer Institute2022

Association of Medical Financial Hardship and Mortality Among Cancer Survivors in the United States.

K Robin Yabroff, Xuesong Han, Weishan Song, Jingxuan Zhao, Leticia Nogueira, Craig E Pollack, Ahmedin Jemal, Zhiyuan Zheng

Open access · greenAbstract read
In one paragraph

Article in Journal of the National Cancer Institute, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 56 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
56citing papers in PubMed, 2 pooled it
17.2field-weighted citation impact, top 1% 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

56 citing papers in PubMed, 2 syntheses or guidelines pooled it, 67 citations in OpenAlex.

  1. Pooled it
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  12. A One Health Perspective on Cancer: A Narrative Review.Medical sciences (Basel, Switzerland) · 2026
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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

8 authors at 3 institutions in 1 country.

K Robin YabroffSurveillance and Health Equity Science, American Cancer Society, Atlanta, GA, USA.ORCID 0000-0003-0644-5572
Xuesong HanSurveillance and Health Equity Science, American Cancer Society, Atlanta, GA, USA.ORCID 0000-0001-7159-7949
Weishan SongRollins School of Public Health, Emory University, Atlanta, GA, USA.
Jingxuan ZhaoSurveillance and  Health Equity Science, American Cancer Society, Atlanta, GA, USA.ORCID 0000-0002-2733-2000
Leticia NogueiraSurveillance and Health Equity  Science, American Cancer Society, Atlanta, GA, USA.ORCID 0000-0001-6990-3660
Craig E PollackBloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA.
Ahmedin JemalSurveillance and Health Equity Science,  American Cancer Society, Atlanta, GA, USA.ORCID 0000-0002-0000-4111
Zhiyuan ZhengSurveillance and Health Equity Science, American Cancer  Society, Atlanta, GA, USA.
American Cancer Society · USEmory University · USJohns Hopkins University · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundCancer survivors frequently experience medical financial hardship in the United States. Little is known, however, about long-term health consequences. This study examines the associations of financial hardship and mortality in a large nationally representative sample of cancer survivors.

methodsWe identified cancer survivors aged 18-64 years (n = 14 917) and 65-79 years (n = 10 391) from the 1997-2014 National Health Interview Survey and its linked mortality files with vital status through December 31, 2015. Medical financial hardship was measured as problems affording care or delaying or forgoing any care because of cost in the past 12 months. Risk of mortality was estimated with separate weighted Cox proportional hazards models by age group with age as the timescale, controlling for the effects of sociodemographic characteristics. Health insurance coverage was added sequentially to multivariable models.

resultsAmong cancer survivors aged 18-64 years and 65-79 years, 29.6% and 11.0%, respectively, reported financial hardship in the past 12 months. Survivors with hardship had higher adjusted mortality risk than their counterparts in both age groups: 18-64 years (hazard ratio [HR] = 1.17, 95% confidence interval [CI] = 1.04 to 1.30) and 65-79 years (HR = 1.14, 95% CI = 1.02 to 1.28). Further adjustment for health insurance reduced the magnitude of association of hardship and mortality among survivors aged 18-64 years (HR = 1.09, 95% CI = 0.97 to 1.24). Adjustment for supplemental Medicare coverage had little effect among survivors aged 65-79 years (HR = 1.15, 95% CI = 1.02 to 1.29).

conclusionMedical financial hardship was associated with mortality risk among cancer survivors in the United States.

Indexed as

Cancer SurvivorsNeoplasmsAdolescentAdultAgedCost of IllnessFinancial StressHealth ExpendituresHumansInsurance, HealthMedicareMiddle AgedUnited StatesYoung Adult

Identifiers

PMID35442439
PMCPMC9194618
OpenAlexW4213419829

What OpenQuestion holds

Textmetadata
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.