Evidence map›Paper›PMID 26188363›Full record

ArticleJournal of cancer survivorship : research and practice2016

Predictors of financial difficulties and work modifications among cancer survivors in the United States.

Robin L Whitney, Janice F Bell, Sarah C Reed, Rebecca Lash, Richard J Bold, Katherine K Kim, Andra Davis, David Copenhaver, Jill G Joseph

Abstract read
In one paragraph

Article in Journal of cancer survivorship : research and practice, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 papers, 4 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
29citing papers in PubMed, 4 pooled it
–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

29 citing papers in PubMed, 4 syntheses or guidelines pooled it.

  1. Pooled it
  2. Financial toxicity and employment status in cancer survivors. A systematic literature review.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2020
    Pooled it
  3. Financial Burdens of Cancer Treatment: A Systematic Review of Risk Factors and Outcomes.Journal of the National Comprehensive Cancer Network : JNCCN · 2019
    Pooled it
  4. Methods for measuring financial toxicity after cancer diagnosis and treatment: a systematic review and its implications.Annals of oncology : official journal of the European Society for Medical Oncology · 2019
    Pooled it
  5. Article
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  10. Social risk factors among individuals with a history of cancer during the COVID-19 pandemic.Journal of cancer survivorship : research and practice · 2023
    Article
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  15. Association of co-morbidities with financial hardship in survivors of adult cancer.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2021
    Article
  16. Article
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  18. Work- and insurance-related issues among Asian adolescent and young-adult cancer survivors: a qualitative study.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2020
    Article
  19. Coping mechanisms for financial toxicity: a qualitative study of cancer patients' experiences in Germany.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2020
    Article
  20. Article
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.

Robin L WhitneyCollaborative Cancer Care Research Group (3CRG), Betty Irene Moore School of Nursing, University of California, Davis, 4610 X Street #4202, Sacramento, CA, 95817, USA. rlwhitney@ucdavis.edu.ORCID http://orcid.org/0000-0002-3883-8082
Janice F BellCollaborative Cancer Care Research Group (3CRG), Betty Irene Moore School of Nursing, University of California, Davis, 4610 X Street #4202, Sacramento, CA, 95817, USA.
Sarah C ReedCollaborative Cancer Care Research Group (3CRG), Betty Irene Moore School of Nursing, University of California, Davis, 4610 X Street #4202, Sacramento, CA, 95817, USA.
Rebecca LashCollaborative Cancer Care Research Group (3CRG), Betty Irene Moore School of Nursing, University of California, Davis, 4610 X Street #4202, Sacramento, CA, 95817, USA.
Richard J BoldCollaborative Cancer Care Research Group (3CRG), Betty Irene Moore School of Nursing, University of California, Davis, 4610 X Street #4202, Sacramento, CA, 95817, USA.
Katherine K KimCollaborative Cancer Care Research Group (3CRG), Betty Irene Moore School of Nursing, University of California, Davis, 4610 X Street #4202, Sacramento, CA, 95817, USA.
Andra DavisCollaborative Cancer Care Research Group (3CRG), Betty Irene Moore School of Nursing, University of California, Davis, 4610 X Street #4202, Sacramento, CA, 95817, USA.
David CopenhaverCollaborative Cancer Care Research Group (3CRG), Betty Irene Moore School of Nursing, University of California, Davis, 4610 X Street #4202, Sacramento, CA, 95817, USA.
Jill G JosephCollaborative Cancer Care Research Group (3CRG), Betty Irene Moore School of Nursing, University of California, Davis, 4610 X Street #4202, Sacramento, CA, 95817, USA.

Funding

Center for Innovation in Point of Care Technologies for the Future of Cancer CareU54EB015403 · NIBIB · BOSTON UNIVERSITY (CHARLES RIVER CAMPUS) · PI KLAPPERICH, CATHERINE M. · 2012 to 2016
$8.9M
NIBIB NIH HHS U54 EB015403
6 · The paper itself

Abstract

purposeThe aim of this study is to examine predictors of cancer-related financial difficulties and work modifications in a national sample of cancer survivors.

methodsUsing the 2011 Medical Expenditure Panel Survey and Experiences with Cancer Survivorship Supplement, the prevalence of financial difficulties and work modifications was examined. Logistic regression and survey weights were used to model these outcomes as functions of sociodemographic and health covariates separately among survivors in active treatment and survivors under age 65 years.

resultsAmong all survivors, 33.2% reported any financial concern, with 17.9% reporting financial difficulties such as debt or bankruptcy. Among working survivors, 44.0% made any work modification and 15.3% made long-term work modifications (e.g., delayed or early retirement). Among those in active treatment, predictors of financial difficulty included: race/ethnicity other than white, non-Hispanic [OR = 8.0; 95% CI 2.2-28.4]; income <200% of federal poverty level (FPL) [OR = 15.7; 95% CI 2.6-95.2] or between 200 and 400% of FPL [OR = 8.2; 95% CI 1.3-51.4]; residence in a non-metropolitan service area [OR = 6.4; 95% CI 1.6-25.0]; and good/fair/poor self-rated health [OR = 3.8; 95% CI 1.0-14.2]. Among survivors under age 65 years, predictors of long-term work modifications included good/fair/poor self-rated health [OR = 4.1; 95% CI 1.6-10.2], being married [OR = 2.2; 95% CI 1.0-4.7], uninsured [OR = 3.5; 95% CI 1.3-9.3], or publicly insured [OR = 9.0; 95% CI 3.3-24.4].

conclusionsA substantial proportion of cancer survivors experience cancer-related financial difficulties and work modifications, particularly those who report race/ethnicity other than white, non-Hispanic, residence in non-metropolitan areas, worse health status, lower income, and public or no health insurance. IMPLICATIONS FOR CANCER SURVIVORS: Attention to the economic impact of cancer treatment is warranted across the survivorship trajectory, with particular attention to subgroups at higher risk.

Indexed as

AdultFemaleHumansMaleMiddle AgedNeoplasmsSurvivorsUnited StatesWorkers' CompensationEmployment issuesFinancial burdenMedical Expenditure Panel SurveySurvivorship

Identifiers

PMID26188363
PMCPMC4854648

What OpenQuestion holds

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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.