Evidence map›Paper›PMID 35325197›Full record

ArticleJournal of the National Cancer Institute2022

Cancer's Lasting Financial Burden: Evidence From a Longitudinal Assessment.

Ya-Chen Tina Shih, Kelsey M Owsley, Lauren Hersch Nicholas, K Robin Yabroff, Cathy J Bradley

Abstract 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 18 papers.

0numbers the graph read from it
0cells of the map it votes in
18citing papers in PubMed
–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

18 citing papers in PubMed.

  1. Article
  2. Article
  3. Financial burden of high-cost immunotherapy among cancer survivors in Medicare.Journal of cancer survivorship : research and practice · 2026
    Article
  4. Financial toxicity trajectories and their association with short-term and long-term health outcomes in Chinese patients with cancer: a prospective cohort study.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026
    Article
  5. Review
  6. Article
  7. Article
  8. Article
  9. Article
  10. Review
  11. Medicine availability and affordability for paediatric cancers, China.Bulletin of the World Health Organization · 2025
    Article
  12. Article
  13. Identification of symptom clusters and sentinel symptoms during the first cycle of chemotherapy in patients with lung cancer.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2024
    Article
  14. Review
  15. Article
  16. Article
  17. Article
  18. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

5 authors.

Ya-Chen Tina ShihSection of Cancer Economics and Policy, Department of Health Services Research, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.ORCID 0000-0001-7290-3864
Kelsey M OwsleyDepartment of Health Systems, Management, and Policy, University of Colorado Comprehensive Cancer Center and Colorado School of Public Health, Aurora, CO, USA.
Lauren Hersch NicholasDepartment of Health Systems, Management, and Policy, University of Colorado Comprehensive Cancer Center and Colorado School of Public Health, Aurora, CO, USA.
K Robin YabroffSurveillance and Health Equity Science Department, American Cancer Society, Atlanta, GA, USA.
Cathy J BradleyDepartment of Health Systems, Management, and Policy, University of Colorado Comprehensive Cancer Center and Colorado School of Public Health, Aurora, CO, USA.ORCID 0000-0001-9429-6567

Funding

Tumor Evolution and Metastasis ProgramP30CA016672 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI Scott Kopetz · 1985 to 2026
$290.8M
University of Colorado Cancer Center Support Grant - Lung Cancer Patient-Derived Xenografts with Autologous Human Immune SystemsP30CA046934 · NCI · UNIVERSITY OF COLORADO DENVER · PI James V Degregori · 1988 to 2026
$117.0M
Targeted Oral Anticancer Agents: Patterns of Indicated and Off-Label Use, the Associated Factors, and Economic ImplicationsR01CA225647 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI SHIH, YA-CHEN TINA · 2019 to 2023
$1.8M
Estimating the Cost Trajectories and Projecting the Cost of Cancer Care in the United States: Methodology and ApplicationR01CA225646 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI LI, LIANG, SHIH, YA-CHEN TINA · 2018 to 2022
$1.8M
NCI NIH HHS P30 CA016672NCI NIH HHS P30 CA046934NCI NIH HHS R01 CA225646NCI NIH HHS R01 CA225647
6 · The paper itself

Abstract

backgroundThe purpose of this study was to conduct a longitudinal analysis of out-of-pocket expenditure (OOPE) trajectories for the assessment of cancer's lasting financial impact.

methodsWe identified newly diagnosed cancer patients and constructed matched control group of noncancer participants from the 2002-2018 Health and Retirement Study. Outcomes included monthly OOPE for prescription drugs (RX-OOPE_MONTHLY) and OOPE for medical services other than drugs in the past 2 years (non-RX-OOPE_2YR), consumer debt, and new individual retirement account (IRA) withdrawals. Generalized linear models were used to compare OOPEs between cancer and matched control groups. Logistic regressions were used to compare household-level consumer debt or early IRA withdrawal. Subgroup analysis stratified patients by age, health status, and household income, with the low-income group stratified by Medicaid coverage. All statistical tests were 2-sided.

resultsThe study cohort included 2022 cancer patients and 10 110 participants in the matched noncancer control group. Mean non-RX-OOPE_2YR of cancer patients was similar to that of participants in the matched control group before diagnosis but statistically significantly higher at diagnosis ($1157, P < .001), 2 ($511, P < .001) years, 4 ($360, P = .006) years, and 6  ($430, P = .01) years after diagnosis. A similar pattern was observed in RX-OOPE_MONTHLY. A statistically significantly higher proportion of cancer patients incurred consumer debt at diagnosis (34.5% vs 29.9%; P < .001) and 2 years after (32.5% vs 28.2%; P = .002). There was no statistically significant difference in new IRA withdrawals. Patients experienced lasting financial consequences following cancer diagnosis that were most pronounced among patients aged 65 years and older, in good-to-excellent health at baseline, and with low income, but without Medicaid coverage.

conclusionsPolicies to reduce costs and expand insurance coverage options while reducing cost-sharing are needed.

Indexed as

Financial StressNeoplasmsHealth ExpendituresHumansInsurance CoveragePoverty

Identifiers

PMID35325197
PMCPMC9275752

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.