1
|
Yuan X, Chen L, Sun Y, Kuang Y, Ruan J, Tang L, Qiu J, Xing W. The development and preliminary evaluation of a financial navigation program among patients with breast cancer in China. Asia Pac J Oncol Nurs 2025; 12:100668. [PMID: 40124659 PMCID: PMC11926679 DOI: 10.1016/j.apjon.2025.100668] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2024] [Accepted: 02/10/2025] [Indexed: 03/25/2025] Open
Abstract
Objective This study aims to develop a financial navigation program among patients with breast cancer in China and assess its feasibility, acceptability, and preliminary effects on cost-related health literacy and financial toxicity (FT). Methods The Medical Research Council (MRC) framework were adopted to guide the development of the financial navigation program, providing a structured approach to complex intervention development and evaluation. It consisted of three phases: evidence identification via a scoping review, intervention content modeling through qualitative study analysis, and outcome mapping based on social stress theory. The feasibility, acceptability and primary effectiveness were examined in a single-center, assessor-blinded pilot randomized controlled trial with 26 recruited patients. Results The financial navigation program consists of needs assessment, cost-related health education, resource/service referral and personalized counseling. The consent rate and a 1-month attrition rate for the feasibility study of the intervention were 55.9% and 7.7%, respectively. Most (91.7%) participants were satisfied with the program and perceived benefits. The intervention significantly improved cost-related health literacy, although no statistically significant between-group difference in FT was observed. Conclusions The MRC framework serves as a useful scientific basis for developing financial navigation program with a culturally sensitive approach. The financial navigation program was feasible, acceptable, effective in improving cost-related health literacy and has the potential to enhance FT among patients with breast cancer in China. Trial registration ClinicalTrials.gov Identifier NCT06355440.
Collapse
Affiliation(s)
- Xiaoyi Yuan
- School of Nursing, Fudan University, Shanghai, China
| | - Liqin Chen
- Fudan University Shanghai Cancer Center, Shanghai, China
| | - Yanling Sun
- School of Public Health, Fudan University, Shanghai, China
| | - Yi Kuang
- School of Nursing, Fudan University, Shanghai, China
| | - Junyi Ruan
- School of Nursing, Fudan University, Shanghai, China
| | - Lichen Tang
- Fudan University Shanghai Cancer Center, Shanghai, China
| | - Jiajia Qiu
- Fudan University Shanghai Cancer Center, Shanghai, China
| | - Weijie Xing
- School of Nursing, Fudan University, Shanghai, China
| |
Collapse
|
2
|
Zhang X, Zhang L, Geng Z, Shang M, Wang A, Zheng X, Li C, Zhang T, Yang H, Chen Y. Potential profile analysis of financial toxicity and its related factors among lung cancer patients. BMC Cancer 2025; 25:740. [PMID: 40259218 PMCID: PMC12010538 DOI: 10.1186/s12885-025-14076-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2024] [Accepted: 04/03/2025] [Indexed: 04/23/2025] Open
Abstract
BACKGROUND Financial Toxicity (FT) is prevalent among lung cancer patients. Identifying high-risk groups and implementing comprehensive, targeted interventions can alleviate FT and improve patients' quality of life. Hence, the objective of this study was to analyze the status and potential profiles of FT in lung cancer patients and explore the related factors of FT levels in different categories of lung cancer patients. METHODS A cross-sectional design was used in this study. A total of 421 patients with lung cancer hospitalized in the oncology department of a Grade A general hospital and a provincial oncology hospital in Shandong Province from October to December 2023 were selected by convenience sampling. General data questionnaires, FT scale for reported outcomes of cancer patients, Chinese version of the Quality of Life Scale for lung cancer patients, Social Support Rating Scale and simplified version of the Mental Resilience Scale were used. Potential profile analysis of FT levels in lung cancer patients was performed, and multiple logistic regression was used to analyze the related factors of FT levels in different categories. RESULTS Among 421 lung cancer patients, the median FT (FT) score was 16 (IQR: 9-24). Latent profile analysis identified four distinct FT patterns: mild (19.5%), moderate resource-deficient (7.8%), moderate balanced (35.6%), and severe (37.1%). Multivariate analysis revealed significant associations between FT severity and hospitalization frequency, lifestyle modifications, employment status, insurance coverage, education level, social support, emotional distress, family resilience, problem-solving capacity, and social resource utilization. CONCLUSION FT demonstrates high prevalence and substantial heterogeneity in lung cancer patients, with over 70% experiencing moderate-to-severe levels. Clinical interventions should prioritize early screening and stratified management through psychological support, financial navigation programs, cost-containment strategies, and enhanced health literacy to alleviate economic burdens and optimize treatment outcomes.
Collapse
Affiliation(s)
- Xu Zhang
- School of Nursing and Rehabilitation, Cheeloo College of Medicine, Shandong University, Jinan, 250012, China
| | - Liwei Zhang
- Qilu Hospital of Shandong University, Jinan, 250012, China
| | - Ziyi Geng
- School of Nursing and Rehabilitation, Cheeloo College of Medicine, Shandong University, Jinan, 250012, China
| | - Meimei Shang
- Shandong Cancer Hospital and Institute, Shandong First Medical University, Jinan, 250012, China
| | - Aijun Wang
- Qilu Hospital of Shandong University, Jinan, 250012, China
| | - Xing Zheng
- Qilu Hospital of Shandong University, Jinan, 250012, China
| | - Chao Li
- Qilu Hospital of Shandong University, Jinan, 250012, China
| | - Tingting Zhang
- Qilu Hospital of Shandong University, Jinan, 250012, China
| | - Hailing Yang
- Qilu Hospital of Shandong University, Jinan, 250012, China.
| | - Yuanyuan Chen
- Qilu Hospital of Shandong University, Jinan, 250012, China.
| |
Collapse
|
3
|
Kuang Y, Qiu J, Liu Y, Guo S, Chen T, Tang L, So WKW, Xing W. Trajectories and predictors of financial toxicity in breast cancer patients: A multicenter longitudinal study in China. Breast 2025; 81:104441. [PMID: 40090121 PMCID: PMC11957608 DOI: 10.1016/j.breast.2025.104441] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2024] [Revised: 02/22/2025] [Accepted: 03/12/2025] [Indexed: 03/18/2025] Open
Abstract
BACKGROUND Patients with breast cancer experience varying levels of financial toxicity (FT), but the factors contributing to sustained financial toxicity remain poorly understood. METHODS This longitudinal study was conducted from November 2022 to March 2024 in China. Participants were recruited from four Tertiary Level A hospitals using convenient sampling. FT was assessed using the Comprehensive Score for Financial Toxicity (COST) at baseline (T1), 3 months (T2), 6 months (T3), and 12 months (T4) post-surgery. Growth Mixture Modeling was used to identify the different trajectories of the FT. Multivariable logistic regression were employed to explore the predictive factors with different trajectory categories. RESULTS Among 378 participants (all women; median [SD] age, 48.9 [9.97] years), the COST score was lowest at T2. Three distinct FT trajectories were identified: 91 patients (24 %) in the "Severe FT with Gradual Relief" group (trajectory 1), 190 patients (50 %) in the "Persistently Low-Level FT" group (trajectory 2), and 97 patients (26 %) in the "Moderate FT with Gradual Worsening" group (trajectory 3). Using trajectory 2 as the reference, predictors for trajectory 1 included symptom burden, location, cancer stage, cost-related health literacy, resilience, and difficulty affording basic expenses. For trajectory 3, predictors included monthly household income, symptom burden, location, and cancer stage. CONCLUSIONS The FT experienced by breast cancer patients changes over time and follows distinct dynamic trajectories, influenced by multiple factors. In future clinical practice, early identification and intervention for high-risk FT groups should be prioritized.
Collapse
Affiliation(s)
- Yi Kuang
- School of Nursing Fudan University, Shanghai, China; The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Jiajia Qiu
- Fudan University Shanghai Cancer Center, Shanghai, China
| | - Ye Liu
- The First Hospital of China Medical University, Shenyang, China
| | - Sijin Guo
- Xijing Hospital, The Air Force Medical University, Xi'an, China
| | - Ting Chen
- Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Lichen Tang
- Fudan University Shanghai Cancer Center, Shanghai, China
| | - Winnie K W So
- The Nethersole School of Nursing, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong Special Administrative Region of China
| | - Weijie Xing
- School of Nursing Fudan University, Shanghai, China; Fudan University Centre for Evidence-based Nursing: A Joanna Briggs Institute Centre of Excellence, Shanghai, China.
| |
Collapse
|
4
|
Luo Q, Chen X, Liu L, Peng J, Tang F. Financial toxicity-related factors in patients with nasopharyngeal carfcinoma: a cross-sectional study. Support Care Cancer 2025; 33:201. [PMID: 39969642 DOI: 10.1007/s00520-025-09273-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2024] [Accepted: 02/13/2025] [Indexed: 02/20/2025]
Abstract
PURPOSE This cross-sectional study aimed to investigate the incidence and related factors of financial toxicity among nasopharyngeal carcinoma (NPC) patients and propose strategies for improvement. METHODS Patients with nasopharyngeal carcinoma were recruited from December 2022 to June 2023 in Changsha, Hunan Province, China, using convenience sampling. A questionnaire survey focusing on financial toxicity among patients with nasopharyngeal carcinoma was conducted. The assessment tools used in this study include Comprehensive Scores for Financial Toxicity Based on the Patient-Reported Outcome Measures (COST-PROM), Medical Coping Modes Questionnaire (MCMQ), and Perceived Social Support Scale (PSSS). RESULTS A total of 155 patients with nasopharyngeal carcinoma were included in the study. The incidence of financial toxicity among participants was found to be 65.8%, with an average COST score of 22.45 ± 7.91. A significant negative correlation was shown between MCMQ scores and financial toxicity in patients (r = -0.235, p = 0.003), while a significant positive correlation was demonstrated between the PSSS scores and financial toxicity (r = 0274, p = 0.001). The multiple linear regression analysis showed that personal monthly income, MCMQ scores, and PSSS scores were related to financial toxicity in patients with nasopharyngeal carcinoma. CONCLUSION This study revealed a high prevalence of financial toxicity in patients with nasopharyngeal carcinoma. The medical staff needs to identify the financial toxicity early and adopt appropriate strategies to help patients with nasopharyngeal carcinoma return to work, guide them to choose positive medical coping modes, and access more excellent social support.
Collapse
Affiliation(s)
- Qin Luo
- Teaching and Research Section of Clinical Nursing, Xiangya Hospital, Central South University, Changsha, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China
| | - Xiuwen Chen
- Teaching and Research Section of Clinical Nursing, Xiangya Hospital, Central South University, Changsha, China.
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China.
- Xiangya School of Nursing, Central South University, Changsha, China.
| | - Li Liu
- Teaching and Research Section of Clinical Nursing, Xiangya Hospital, Central South University, Changsha, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China
| | - Jing Peng
- Teaching and Research Section of Clinical Nursing, Xiangya Hospital, Central South University, Changsha, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China
| | - Fan Tang
- Teaching and Research Section of Clinical Nursing, Xiangya Hospital, Central South University, Changsha, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China
| |
Collapse
|
5
|
Patel MR, Troost JP, Heisler M, Carlozzi NE. Clinically meaningful classes of financial toxicity for patients with diabetes. J Patient Rep Outcomes 2025; 9:2. [PMID: 39762599 PMCID: PMC11704103 DOI: 10.1186/s41687-024-00834-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2024] [Accepted: 12/20/2024] [Indexed: 01/11/2025] Open
Abstract
AIMS This study aims to improve the interpretability and clinical utility of the COmprehensive Score for financial Toxicity-Functional Assessment of Chronic Illness Therapy (COST-FACIT) by identifying distinct financial toxicity classes in adults with diabetes. METHODS Data included a sample of 600 adults with Type 1 or Type 2 diabetes and high A1c. Latent Class Analysis was used to identify subgroups of patients based on COST-FACIT score patterns. RESULTS We identified 3 financial toxicity classes (high, medium and low) with strong indicators of membership classification. Multiple indicators of financial stress, maladaptive cost-coping behaviors, more comorbidities, more prescribed medications, more diabetes distress, more depressive symptoms, closer to the federal poverty level, female, having lower educational attainment and being single were all significant predictors of high financial toxicity class membership. A score of 26 on the COST-FACIT was the strongest threshold for sorting high vs. medium/low financial toxicity, with a positive predictive value (PPV) of 76% and negative predictive value (NPV) of 93%. CONCLUSION The COST-FACIT can be used to reliably identify people with diabetes that have high financial toxicity. Integrating this new cut-score into clinical practice may help clinical teams identify people in need of additional support due to financial toxicity.
Collapse
Affiliation(s)
- Minal R Patel
- Department of Health Behavior and Health Equity, University of Michigan, 1415 Washington Heights, SPH 1, Room 3810, Ann Arbor, MI, 48109, USA.
| | - Jonathan P Troost
- Michigan Institute for Clinical Health Research, University of Michigan, 1600 Huron Pkwy, Ann Arbor, MI, 48105, USA
| | - Michele Heisler
- Department of Health Behavior and Health Equity, University of Michigan, 1415 Washington Heights, SPH 1, Room 3810, Ann Arbor, MI, 48109, USA
- Department of Internal Medicine, University of Michigan, 1500 East Medical Center Drive, Ann Arbor, MI, 48109, USA
| | - Noelle E Carlozzi
- Department of Physical Medicine and Rehabilitation, University of Michigan, 1540 E. Hospital Dr, Ann Arbor, MI, 48109, USA
- Department of Surgery, University of Michigan, 1500 East Medical Center Dr, Ann Arbor, MI, 48109, USA
| |
Collapse
|
6
|
Wu Y, Liu X, Maculaitis MC, Li B, Berk A, Massa A, Weiss MC, McRoy L. Financial Toxicity among Patients with Breast Cancer during the COVID-19 Pandemic in the United States. Cancers (Basel) 2023; 16:62. [PMID: 38201491 PMCID: PMC10778054 DOI: 10.3390/cancers16010062] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Revised: 12/14/2023] [Accepted: 12/15/2023] [Indexed: 01/12/2024] Open
Abstract
This study reported the prevalence of financial distress (financial toxicity (FT)) and COVID-19-related economic stress in patients with breast cancer (BC). Patients with BC were recruited from the Ciitizen platform, Breastcancer.org, and patient advocacy groups between 30 March and 6 July 2021. FT was assessed with the COmprehensive Score for financial Toxicity (COST) instrument. COVID-19-related economic stress was assessed with the COVID-19 Stress Scale. Among the 669 patients, the mean age was 51.6 years; 9.4% reported a COVID-19 diagnosis. The prevalence rates of mild and moderate/severe FT were 36.8% and 22.4%, respectively. FT was more prevalent in patients with metastatic versus early BC (p < 0.001). The factors associated with FT included income ≤ USD 49,999 (adjusted odds ratio (adj OR) 6.271, p < 0.0001) and USD 50,000-USD 149,999 (adj OR 2.722, p < 0.0001); aged <50 years (adj OR 3.061, p = 0.0012) and 50-64 years (adj OR 3.444, p = 0.0002); living alone (adj OR 1.603, p = 0.0476); and greater depression severity (adj OR 1.155, p < 0.0001). Black patients (adj OR 2.165, p = 0.0133), patients with income ≤ USD 49,999 (adj OR 1.921, p = 0.0432), or greater depression severity (adj OR 1.090, p < 0.0001) were more likely to experience COVID-19-related economic stress. FT was common in patients with BC, particularly metastatic disease, during COVID-19. Multiple factors, especially lower income and greater depression severity were associated with financial difficulties during COVID-19.
Collapse
Affiliation(s)
- Yan Wu
- Ernest Mario School of Pharmacy, Rutgers University, Piscataway, NJ 07103, USA;
- Pfizer Inc., New York, NY 10001, USA; (B.L.); (L.M.)
| | - Xianchen Liu
- Pfizer Inc., New York, NY 10001, USA; (B.L.); (L.M.)
| | | | - Benjamin Li
- Pfizer Inc., New York, NY 10001, USA; (B.L.); (L.M.)
| | - Alexandra Berk
- Invitae Corporation, San Francisco, CA 94103, USA; (A.B.); (A.M.)
| | - Angelina Massa
- Invitae Corporation, San Francisco, CA 94103, USA; (A.B.); (A.M.)
| | | | - Lynn McRoy
- Pfizer Inc., New York, NY 10001, USA; (B.L.); (L.M.)
| |
Collapse
|
7
|
Yuan X, Zhang X, He J, Xing W. Interventions for financial toxicity among cancer survivors: A scoping review. Crit Rev Oncol Hematol 2023; 192:104140. [PMID: 37739147 DOI: 10.1016/j.critrevonc.2023.104140] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2023] [Revised: 09/09/2023] [Accepted: 09/16/2023] [Indexed: 09/24/2023] Open
Abstract
INTRODUCTION Financial toxicity impairs cancer survivors' material condition, psychological wellbeing and quality of life. This scoping review aimed to identify interventions for reducing cancer-related financial toxicity (FT), and to summarize their main findings. METHODS A systematic search was performed in PubMed, Web of Science, EMBASE, CINAHL, Clinical Trials, China National Knowledge Internet, Wanfang and SinoMed from January 2010 to September 2022 following the PRISMA-ScR checklist. RESULTS From 2842 identified articles, a total of 15 were included in this review. Existing interventions can be classified into four types: financial navigation, financial counseling, insurance education and others. Previous interventions preliminarily affirmed the feasibility, satisfaction, and improvement in financial worries and knowledge. However, the effectiveness on FT was controversial. CONCLUSIONS Previous interventions affirmed the feasibility and primary effect of these interventions. Studies with more rigorous design are needed to evaluate the effectiveness and generalizability of interventions on FT across diverse healthcare systems.
Collapse
Affiliation(s)
- Xiaoyi Yuan
- School of nursing, Fudan University, Shanghai, China
| | - Xuehui Zhang
- School of nursing, Fudan University, Shanghai, China
| | - Jing He
- School of nursing, Fudan University, Shanghai, China
| | - Weijie Xing
- School of nursing, Fudan University and core research member of Fudan University Centre for Evidence-based Nursing: A Joanna Briggs Institute Centre of Excellence, Shanghai, China.
| |
Collapse
|