• Home
  • Search
  • Objective predictors of financial toxicity in oncology.
  • https://doi.org/10.37765/ajmc.2025.89829Copy DOI Icon

Objective predictors of financial toxicity in oncology.

Show More
  • Abstract
  • Literature Map
  • Similar Papers
Abstract

Current financial toxicity (FT) screening tools rely on patient-reported risk factors. Underrepresented populations may not be forthcoming about FT fears due to cultural concerns of treatment withholding or migratory repercussions, if applicable. Identifying objective risk factors, such as social determinants of health (SDOH) and disease-specific factors (DSF), could reduce FT in patients with cancer and throughout health care systems. This was a multicenter retrospective study evaluating SDOH and DSF associated with FT (defined as ≥ $15,000 owed) related to cancer treatment. Inferential statistics were used to evaluate differences between the FT cohort and those who owed less than $15,000. Continuous data were compared with a Student t test or Mann-Whitney test, depending on distribution. Categorical outcomes were compared with a χ² test. A logistic regression model was used to evaluate multivariate associations with FT, using a P value of less than .05 to define significant results. The sample comprised 162 records, 81 in each group. Univariate analyses demonstrated participants' differences in age, relationship with a primary care provider, country of origin, insurance status, education level, need for an English interpreter, whether their disease was stage IV at diagnosis, recurrent or metastatic disease, use of immune checkpoint inhibitors, and use of targeted molecular therapy. Employment status and marital status were not statistically different. The logistic regression model showed that lack of insurance and having stage IV disease at diagnosis were significantly associated with FT (P = .001 and P = .0495, respectively). Objective FT screening can minimize response bias and incidence in those at increased risk. In our study, we found that individuals who are first-generation Hispanic immigrants and lack English proficiency faced significant barriers to receiving help for the high financial costs of medical care. These findings identify specific subpopulations at risk for FT and will guide prospective interventions looking to minimize FT. Health care systems should analyze objective measures of FT while considering loco-regional and subcultural SDOH/DSF to overcome response bias.

Similar Papers
  • Supplementary Content

Prevalence and determinants of financial toxicity in patients with colorectal cancer: a systematic review and meta-analysis

  • Feb 20, 2026
  • International Journal for Equity in Health
  • Xinye Shao +5
  • Research Article

Impact of chemotherapy on financial toxicity in African-American breast cancer patients: Early findings from the navigator-assisted hypofractionation (NAVAH) phase I clinical trial.

  • Jun 01, 2025
  • Journal of Clinical Oncology
  • Maya J Stephens +8
  • Research Article
  • Citations7

Financial Toxicity in Head and Neck Cancer Patients Treated With Proton Therapy

  • Jun 01, 2021
  • International Journal of Particle Therapy
  • Grace L Smith +2
  • Research Article
  • Citations2

De novo financial toxicity in patients with prostate cancer following radical prostatectomy and its impact on health-related quality of life.

  • Feb 01, 2024
  • Journal of Clinical Oncology
  • Thilo Westhofen +6
  • Research Article

Is financial toxicity associated with delays in diagnosis in gynecologic cancers?

  • Nov 01, 2023
  • JCO Oncology Practice
  • Maria Fatima Reyes +5
  • Research Article
  • Citations1

Assessment of the financial toxicity in patients with differentiated thyroid cancer: a cross-sectional study in western China

  • May 15, 2025
  • Frontiers in Public Health
  • Zhou Jun +7
  • Research Article
  • Citations20

Insurance-based disparities and risk of financial toxicity among patients undergoing gynecologic cancer operations

  • Jun 02, 2022
  • Gynecologic oncology
  • Ayesha P Ng +6
  • Research Article
  • Citations2

Annual Out-of-Pocket Medical Costs and Financial Toxicity Among Transplant Recipients in the United States.

  • Apr 24, 2025
  • Journal of general internal medicine
  • Gabrielle Jutras +3
  • Research Article
  • Citations3

Financial toxicity in patients with newly diagnosed pancreatic cancer: A prospective cohort study.

  • Nov 01, 2023
  • JCO Oncology Practice
  • Kian Tehranchi +6
  • Research Article
  • Citations28

Financial Toxicity in Patients With Resected Lung Cancer.

  • May 30, 2023
  • Annals of Surgery
  • Nathaniel Deboever +11
  • Research Article
  • Citations4

Financial toxicity in patients with glioblastoma.

  • Oct 16, 2024
  • Journal of neuro-oncology
  • Danielle Terrell +5
  • Research Article

Financial Toxicity among Survivors of Extremity and Pelvic Sarcoma: A Retrospective Study.

  • Nov 13, 2025
  • Annals of surgical oncology
  • Devika A Shenoy +9
  • Research Article
  • Citations2

Demographic factors associated with financial toxicity: Results from the multisite cost study.

  • May 20, 2019
  • Journal of Clinical Oncology
  • Divya Ahuja Parikh +5
  • Abstract
  • Citations1

475 Financial Toxicity in Dementia Caregiving

  • Apr 01, 2023
  • Journal of Clinical and Translational Science
  • Danielle M Hart +3
  • Abstract
  • Citations1

Financial Toxicity (FT) in Patients (pts) with Breast Cancer (BC) Receiving Radiation Therapy (RT): A Prospective Observational Study

  • Oct 23, 2020
  • International Journal of Radiation Oncology*Biology*Physics
  • H.B Eldredge-Hindy +3
Cactus Communications logo

Copyright 2026 Cactus Communications. All rights reserved.