Evidence map›Paper›PMID 37022684›Full record

ArticleJAMA network open2023

Financial Toxicity and Its Association With Health-Related Quality of Life Among Partners of Colorectal Cancer Survivors.

Lauren V Ghazal, Paul Abrahamse, Kevin C Ward, Arden M Morris, Sarah T Hawley, Christine M Veenstra

Open access · goldAbstract read
In one paragraph

Article in JAMA network open, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 32 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
32citing papers in PubMed, 1 pooled it
27.4field-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

32 citing papers in PubMed, 1 synthesis or guideline pooled it, 48 citations in OpenAlex.

  1. Pooled it
  2. Trial
  3. Article
  4. The influence of family resilience and benefit finding on the financial toxicity of primary caregivers of patients with advanced cancer: a cross-sectional study.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026
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  6. Exploring associations between area deprivation index, income, and loneliness among cancer caregivers.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026
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  7. Article
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  12. Gender differences in employment disruption and return to work among cancer survivors in South Korea.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2025
    Article
  13. Article
  14. Article
  15. Article
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  18. Associations between area deprivation and mental health by household income among cancer caregivers.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2025
    Article
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  20. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

6 authors at 3 institutions in 1 country.

Lauren V GhazalDepartment of Systems, Populations, and Leadership, School of Nursing, University of Michigan, Ann Arbor.
Paul AbrahamseDepartment of Biostatistics, University of Michigan, Ann Arbor.
Kevin C WardDepartment of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia.
Arden M MorrisDepartment of Surgery, Stanford University, Stanford, California.
Sarah T HawleyDivision of General Medicine, Department of Internal Medicine, University of Michigan, Ann Arbor.
Christine M VeenstraDivision of Hematology/Oncology, Department of Internal Medicine, University of Michigan, Ann Arbor.
University of Michigan · USEmory University · USStanford University · US

Funding

XenograftP30CA046592 · NCI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Alexey I Nesvizhskii · 1988 to 2026
$178.2M
Partner Engagement & Receipt of Surveillance in Colorectal Cancer SurvivorsK07CA196752 · NCI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI VEENSTRA, CHRISTINE · 2016 to 2020
$848k
NCI NIH HHS K07 CA196752NCI NIH HHS P30 CA046592
6 · The paper itself

Abstract

Importance: Partners of colorectal cancer (CRC) survivors play a critical role in diagnosis, treatment, and survivorship. While financial toxicity (FT) is well documented among patients with CRC, little is known about long-term FT and its association with health-related quality of life (HRQoL) among their partners. Objective: To understand long-term FT and its association with HRQoL among partners of CRC survivors. Design, Setting, and Participants: This survey study incorporating a mixed-methods design consisted of a mailed dyadic survey with closed- and open-ended responses. In 2019 and 2020, we surveyed survivors who were 1 to 5 years from a stage III CRC diagnosis and included a separate survey for their partners. Patients were recruited from a rural community oncology practice in Montana, an academic cancer center in Michigan, and the Georgia Cancer Registry. Data analysis was performed from February 2022 to January 2023. Exposures: Three components of FT, including financial burden, debt, and financial worry. Main Outcomes and Measures: Financial burden was assessed with the Personal Financial Burden scale, whereas debt and financial worry were each assessed with a single survey item. We measured HRQoL using the PROMIS-29+2 Profile, version 2.1. We used multivariable regression analysis to assess associations of FT with individual domains of HRQoL. We used thematic analysis to explore partner perspectives on FT, and we merged quantitative and qualitative findings to explain the association between FT and HRQoL. Results: Of the 986 patients eligible for this study, 501 (50.8%) returned surveys. A total of 428 patients (85.4%) reported having a partner, and 311 partners (72.6%) returned surveys. Four partner surveys were returned without a corresponding patient survey, resulting in a total of 307 patient-partner dyads for this analysis. Among the 307 partners, 166 (56.1%) were aged younger than 65 years (mean [SD] age, 63.7 [11.1] years), 189 (62.6%) were women, and 263 (85.7%) were White. Most partners (209 [68.1%]) reported adverse financial outcomes. High financial burden was associated with worse HRQoL in the pain interference domain (mean [SE] score, -0.08 [0.04]; P = .03). Debt was associated with worse HRQoL in the sleep disturbance domain (-0.32 [0.15]; P = .03). High financial worry was associated with worse HRQoL in the social functioning (mean [SE] score, -0.37 [0.13]; P = .005), fatigue (-0.33 [0.15]; P = .03), and pain interference (-0.33 [0.14]; P = .02) domains. Qualitative findings revealed that in addition to systems-level factors, individual-level behavioral factors were associated with partner financial outcomes and HRQoL. Conclusions and Relevance: This survey study found that partners of CRC survivors experienced long-term FT that was associated with worse HRQoL. Multilevel interventions for both patients and partners are needed to address factors at individual and systemic levels and incorporate behavioral approaches.

Indexed as

Cancer SurvivorsColorectal NeoplasmsAgedFemaleFinancial StressHumansMaleMiddle AgedQuality of LifeSurvivors

Identifiers

PMID37022684
PMCPMC10080378
OpenAlexW4362657818

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.