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Sadigh G, Duan F, An N, Gareen ID, Sicks J, Suga JM, Kehn H, Mehan PT, Bajaj R, Hanson DS, Dalia SM, Acoba JD, Yasar DG, Taylor MA, Park E, Wagner LI, Kircher SM, Carlos RC. Financial Hardship Among Patients With Early-Stage Colorectal Cancer. JAMA Netw Open 2024; 7:e2431967. [PMID: 39287948 PMCID: PMC11409151 DOI: 10.1001/jamanetworkopen.2024.31967] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/19/2024] Open
Abstract
Importance The degree of cancer patients' financial hardship is dynamic and can change over time. Objective To assess longitudinal changes in financial hardship among patients with early-stage colorectal cancer. Design, Setting, and Participants In this prospective longitudinal cohort study, English-speaking adult patients with a new diagnosis of stage I to III colorectal cancer being treated with curative intent at National Cancer Institute (NCI) Community Oncology Research Program (NCORP) practices between May 2018 and July 2020 and who had not started chemotherapy and/or radiation were included. Data analysis was conducted from March to December 2023. Main Outcomes and Measures Patients completed surveys at baseline as well as at 3, 6, 12, and 24 months after enrollment. Cost-related care nonadherence and material hardship, as adopted by Medical Expenditure Panel Survey, were measured. Factors associated with financial hardship were assessed using longitudinal multivariable logistic regression models with time interaction. Results A total of 451 patients completed baseline questions, with 217 (48.1%) completing the 24-month follow-up. Mean (SD) age was 61.0 (12.0) years (210 [46.6%] female; 33 [7.3%] Black, 380 [84.3%] White, and 33 [7.3%] American Indian or Alaska Native, Asian, multiracial, or Native Hawaiian or Other Pacific Islander individuals or those who did not report race or who had unknown race). Among 217 patients with data at baseline and 24 months, 19 (8.8%) reported cost-related care nonadherence at baseline vs 20 (9.2%) at 24 months (P = .84), and 125 (57.6%) reported material hardship at baseline vs 76 (35.0%) at 24 months (P < .001). In multivariable analysis, lower financial worry (odds ratio [OR], 0.90; 95% CI, 0.87-0.93), higher education (OR, 0.34; 95% CI, 0.15-0.77), and older age (OR, 0.94; 95% CI, 0.91-0.98) were associated with lower nonadherence. Receipt of chemotherapy was associated with higher material hardship (OR, 2.68; 95% CI, 1.15-6.29), while lower financial worry was associated with lower material hardship (OR, 0.83; 95% CI, 0.80-0.96). Over 24 months, female sex was associated with lower nonadherence (OR, 0.90; 95% CI, 0.85-0.96), while higher education was associated with higher nonadherence (OR, 1.09; 95% CI, 1.03-1.17). Being employed was associated with lower material hardship (OR, 0.85; 95% CI, 0.78-0.93), while receipt of care at safety-net hospitals was associated with higher hardship (OR, 1.09; 95% CI, 1.01-1.17). Conclusions and Relevance In patients with early-stage colorectal cancer, material hardship was more common than cost-related cancer care nonadherence and decreased over time, while nonadherence remained unchanged. Early and longitudinal financial screening and referral to intervention are recommended to mitigate financial hardship.
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Affiliation(s)
| | - Fenghai Duan
- Department of Biostatistics, Brown University School of Public Health, Providence, Rhode Island
- Center for Statistical Sciences, Brown University School of Public Health, Providence, Rhode Island
| | - Na An
- Center for Statistical Sciences, Brown University School of Public Health, Providence, Rhode Island
| | - Ilana D Gareen
- Center for Statistical Sciences, Brown University School of Public Health, Providence, Rhode Island
- Department of Epidemiology, Brown University School of Public Health, Providence, Rhode Island
| | - JoRean Sicks
- Center for Statistical Sciences, Brown University School of Public Health, Providence, Rhode Island
| | - Jennifer M Suga
- Kaiser Permanente NCI Community Oncology Research Program and NCORP, Vallejo, California
| | - Heather Kehn
- Metro-Minnesota Community Oncology Research Consortium, St Louis Park
| | | | - Rajesh Bajaj
- Carolina Health Care and NCORP, Florence, South Carolina
| | | | | | | | | | | | - Elyse Park
- Massachusetts General Hospital Cancer Center, Boston
| | - Lynne I Wagner
- Wake Forest University Health Sciences, Winston-Salem, North Carolina
| | - Sheetal M Kircher
- Robert H. Lurie Comprehensive Cancer Center of Northwestern University, Chicago, Illinois
| | - Ruth C Carlos
- University of Michigan Comprehensive Cancer Center, Ann Arbor
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2
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Doherty M. Studying Guaranteed Income in Oncology: Lessons Learned From Launching the Guaranteed Income and Financial Treatment Trial. J Am Coll Radiol 2024; 21:1345-1351. [PMID: 38908741 DOI: 10.1016/j.jacr.2024.06.008] [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: 11/30/2023] [Revised: 05/03/2024] [Accepted: 06/11/2024] [Indexed: 06/24/2024]
Abstract
By targeting income and financial stress as key social determinants of health, unconditional cash transfers (UCTs) may improve cancer health outcomes and reduce cancer health disparities. Described in policy circles as guaranteed or basic income, UCTs have been shown to improve a range of health outcomes in low-income populations but have not yet been examined as a targeted intervention for people with cancer. This article describes some of the lessons learned from launching the Guaranteed Income and Financial Treatment trial, a two-arm randomized controlled trial of UCTs in oncology, along with a rationale for studying UCTs in people with cancer who have low incomes, and presents an introductory primer on UCT research for oncology clinicians and researchers and future directions for research.
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Affiliation(s)
- Meredith Doherty
- Assistant Professor, School of Social Policy and Practice; Senior Fellow, Leonard Davis Institute of Health Economics; Full Member, Abramson Cancer Center, Perelman School of Medicine; and Innovation Faculty, Penn Center for Cancer Care Innovation, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.
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3
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Lieber SR, Jiang Y, Jones AR, Gowda P, Ufere NN, Patel MS, Gurley T, Ramirez AN, Ngo VM, Olumesi MC, Trudeau RE, Marrero J, Lee SJC, Mufti A, Singal AG, VanWagner LB. The financial burden after liver transplantation is significant among commercially insured adults: A large US National Cohort. Liver Transpl 2024; 30:932-944. [PMID: 38108824 PMCID: PMC11182883 DOI: 10.1097/lvt.0000000000000320] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Accepted: 12/04/2023] [Indexed: 12/19/2023]
Abstract
Liver transplantation (LT) is lifesaving for patients with cirrhosis; however, the resultant financial burden to patients has not been well characterized. We aimed to provide a nationally representative portrayal of patient financial burden after LT. Adult recipients of LT from 2006 to 2021 were identified using IQVIA PharMetrics® Plus for Academics-a large nationally representative claims database of commercially insured Americans. Patient financial liability (ie, what patients owe) was estimated using the difference between allowed and paid costs for adjudicated medical/pharmacy claims. Descriptive statistics were provided stratified by the financial liability group within 1 year after LT. Multivariable logistic regression modeling identified factors associated with high/extreme liability adjusting for covariates. Potential indirect costs of post-LT care were estimated based on hourly wages lost for care. Among 1412 recipients of LT, financial liability was heterogeneous-~3% had no liability and 21% had extreme liability > $10K for 1-year post-LT care; most (69%) paid between $1 and 10K, with 48% having liability >$5K. Factors associated with >$5K liability included older age, insurance/enrollment type, US region, history of HCC, and simultaneous liver-kidney transplant (for liability >$10K). Medication costs comprised ~30% of outpatient financial liability. Potential indirect costs from wages lost were $2,201-$6,073 per person, depending on an hourly wage. In a large national cohort of commercially insured recipients of LT, financial liability was highly variable across sociodemographic and clinical characteristics; nearly 1 out of 2 recipients of LT owed >$5K for 1 year of post-LT care. Transplant programs should help patients anticipate potential costs and identify vulnerable populations who would benefit from enhanced financial counseling.
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Affiliation(s)
- Sarah R. Lieber
- Department of Medicine, Division of Digestive and Liver Diseases, University of Texas Southwestern (UTSW) Medical Center, Dallas, TX, United States
| | - Yue Jiang
- Department of Statistical Science, Duke University, Durham, NC, United States
| | - Alex R. Jones
- Department of Medicine, University of Texas Southwestern (UTSW) Medical Center, Dallas, TX, United States
| | - Prajwal Gowda
- Department of Medicine, University of Texas Southwestern (UTSW) Medical Center, Dallas, TX, United States
| | - Nneka N. Ufere
- Liver Center, Gastrointestinal Division, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States
| | - Madhukar S. Patel
- Department of Surgery, Division of Surgical Transplantation, University of Texas Southwestern (UTSW) Medical Center, Dallas, TX, United States
| | - Tami Gurley
- Peter O’Donnell Jr. School of Public Health, University of Texas Southwestern (UTSW) Medical Center, Dallas, TX, United States
| | - Alvaro Noriega Ramirez
- Department of Medicine, Division of Digestive and Liver Diseases, University of Texas Southwestern (UTSW) Medical Center, Dallas, TX, United States
| | - Van M. Ngo
- Department of Pharmacy, University of Texas Southwestern (UTSW) Medical Center, Dallas, TX, United States
| | - Mary C. Olumesi
- Department of Pharmacy, University of Texas Southwestern (UTSW) Medical Center, Dallas, TX, United States
| | - Raelene E. Trudeau
- Department of Pharmacy, University of Texas Southwestern (UTSW) Medical Center, Dallas, TX, United States
| | - Jorge Marrero
- Department of Medicine, Division of Gastroenterology and Hepatology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, United States
| | - Simon J. Craddock Lee
- Department of Population Health, University of Kansas Medical Center, Kansas City, KS, United States
| | - Arjmand Mufti
- Department of Medicine, Division of Digestive and Liver Diseases, University of Texas Southwestern (UTSW) Medical Center, Dallas, TX, United States
| | - Amit G. Singal
- Department of Medicine, Division of Digestive and Liver Diseases, University of Texas Southwestern (UTSW) Medical Center, Dallas, TX, United States
| | - Lisa B. VanWagner
- Department of Medicine, Division of Digestive and Liver Diseases, University of Texas Southwestern (UTSW) Medical Center, Dallas, TX, United States
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Dako F, Holden N, Narayan A, Guerra C. Understanding Health-Related Social Risks. J Am Coll Radiol 2024; 21:1336-1344. [PMID: 38461918 DOI: 10.1016/j.jacr.2024.03.004] [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: 12/06/2023] [Revised: 02/21/2024] [Accepted: 03/01/2024] [Indexed: 03/12/2024]
Abstract
Because of the established contribution of social factors to health outcomes, approaches that address upstream determinants of health have increasingly been recognized as cost-effective means to improve population health. Understanding and usage of precise terminology is important to facilitate collaboration across disciplines. Social determinants of health affect everyone, not just the socially and economically disadvantaged, whereas health-related social risks (HRSR) are specific adverse conditions at the individual or family level that are associated with poor health and related to the immediate challenges individuals face. Health-related social needs account for patient preference in addressing identified social risks. The use of validated screening tools is important to capture risk factors in a standardized fashion to support research and quality improvement. There is a paucity of studies that address HRSR in the context of radiology. This review provides an understanding of HRSR and outlines various ways in which radiologists can work to mitigate them.
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Affiliation(s)
- Farouk Dako
- Director, Center for Global and Population Health Research in Radiology, Senior Fellow, Leonard Davis Institute of Health Economics, and Department of Radiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania.
| | - Natasha Holden
- College of Osteopathic Medicine of the Pacific Western University of Health Sciences, Pomona, California
| | - Anand Narayan
- Vice Chair, Health Equity, Department of Radiology, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin
| | - Carmen Guerra
- Vice Chair of Diversity and Inclusion, Department of Medicine, and Associate Director of Diversity and Inclusion, Abramson Cancer Center, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
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5
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He X, Chen J, Zhang L, Li Q, Zhu X, Zhao J, Chen Y. Identifying the factors affecting financial toxicity status in patients with middle and advanced colorectal cancer: a cross-sectional study. Front Public Health 2024; 12:1421314. [PMID: 39081353 PMCID: PMC11286404 DOI: 10.3389/fpubh.2024.1421314] [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: 04/22/2024] [Accepted: 06/28/2024] [Indexed: 08/02/2024] Open
Abstract
Background Colorectal cancer (CRC) ranks as the second most prevalent type of cancer in China. The financial implications of treatment are a significant factor to be taken into account for patients diagnosed with middle and advanced stages of colorectal cancer (III-IV CRC). The research aims to explore current financial toxicity (FT) conditions and analyze factors that may influence it in patients with middle and advanced CRC. Method This is a cross-sectional survey. The participants of the study were individuals diagnosed with middle and advanced colorectal cancer who were admitted to the hospital between January and June 2023. The cross-sectional survey utilized a variety of instruments, including a general information questionnaire, a cancer patient report outcome economic toxicity scale, a medical coping style questionnaire, an Anderson symptom assessment scale, a disease shame scale, and a social support scale. Multiple linear regression analysis was employed to examine the factors influencing FT. Result A cohort of 264 patients diagnosed with stage III-IV CRC were included in the study. The majority of patients with intermediate and advanced CRC (87.1%, n = 230) reported experiencing substantial financial strain. Multivariate analysis revealed that factors influencing FT included low family monthly income, out-of-pocket expenses, unemployment, undergoing surgical treatment, the level of stigma, and the severity of symptoms (P < 0.001). Conclusion Patients with stage III-IV cancer (CRC) demonstrate increased levels of financial toxicity (FT), a common occurrence in individuals with moderate to severe CRC. In patients with stage III-IV CRC, the presence of FT is correlated with various factors including family monthly income, medical payment methods, work status, surgical treatment, stigma levels, and symptom severity. These characteristics may serve as influencing factors for subsequent treatment decisions.
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Affiliation(s)
- Xiaofang He
- Medical School, Jiangnan University, Wuxi, China
- Department of Nursing, Guizhou Provincial People's Hospital, Guiyang, China
| | - Jie Chen
- Medical School, Jiangnan University, Wuxi, China
| | - Lin Zhang
- The Second Affiliated Hospital of Guizhou University of Chinese Medicine, Guiyang, China
| | - Qiuping Li
- Medical School, Jiangnan University, Wuxi, China
| | - Xiaoli Zhu
- Department of Nursing, Guizhou Provincial People's Hospital, Guiyang, China
| | - Jie Zhao
- Department of Oncology, Affiliated Hospital of Jiangnan University, Wuxi, China
| | - Ying Chen
- Department of Oncology, Affiliated Hospital of Jiangnan University, Wuxi, China
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Liu Q, Qu Z, Dong H, Qi Y, Wu J, Zhang W, Wang X, Wang Z, Fang Y, Wang J. Trends in cancer-related suicide in the United States: a population-based epidemiology study spanning 40 years of data. Transl Psychiatry 2024; 14:213. [PMID: 38802377 PMCID: PMC11130301 DOI: 10.1038/s41398-024-02917-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Revised: 03/31/2024] [Accepted: 05/07/2024] [Indexed: 05/29/2024] Open
Abstract
Large cohort studies examining trends in cancer-related suicide are lacking. We analyzed data from the Surveillance, Epidemiology, and End Results (SEER) database, encompassing a total of 4,870,410 patients diagnosed with cancer from 1975 to 2017 in the United States. Joinpoint regression was used to estimate the annual percent change (APC) and average annual percentage change (AAPC) of age-adjusted rates of suicide. In the past 40 years, we revealed a gradual increase in cancer-related suicide rates from 1975 to 1989, followed by a gradual decrease from 1989 to 2013, and a marked decrease from 2013 to 2017. These trends suggested the potential impact of advancements in psychosocial care for patients with cancer in contributing to the observed decrease in suicide rates.
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Affiliation(s)
- Qiang Liu
- Department of Breast Surgical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Zheng Qu
- Department of Breast Surgical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Hao Dong
- Department of Breast Surgical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Yihang Qi
- Department of Breast Surgical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
- Department of Breast Surgery, Peking Union Medical College Hospital, Beijing, China
| | - Juan Wu
- Department of Breast Surgical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Wenxiang Zhang
- Department of Breast Surgical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Xiangyu Wang
- Department of Breast Surgical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Zhongzhao Wang
- Department of Breast Surgical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China.
| | - Yi Fang
- Department of Breast Surgical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China.
| | - Jing Wang
- Department of Breast Surgical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China.
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7
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Ghazal LV, Doran J, Bryant M, Zebrack B, Liang MI. Evaluation of a Conference on Cancer-Related Financial and Legal Issues: A Potential Resource to Counter Financial Toxicity. Curr Oncol 2024; 31:2817-2835. [PMID: 38785495 PMCID: PMC11119701 DOI: 10.3390/curroncol31050214] [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: 04/08/2024] [Revised: 05/09/2024] [Accepted: 05/13/2024] [Indexed: 05/25/2024] Open
Abstract
This study describes the conception, development, and growth of the Triage Cancer Conference hosted by Triage Cancer, a national nonprofit organization providing free legal and financial education to the cancer community. We conducted a retrospective analysis of post-conference participant surveys. Descriptive statistics were calculated for participant demographics, and acceptability, feasibility, and appropriateness were evaluated. From 2016-2021, 1239 participants attended the conference and completed post-conference surveys. Participants included social workers (33%), nurses (30%), and cancer patients/survivors (21%), with representation from over 48 states. Among those who reported race, 16% were Black, and 7% were Hispanic. For acceptability, more than 90% of participants felt that the conference content, instructors, and format were suitable and useful. For feasibility, more than 90% of participants felt that the material was useful, with 93-96% reporting that they were likely to share the information and 98% reporting that they would attend another triage cancer event. Appropriateness was also high, with >80-90% reporting that the sessions met the pre-defined objectives. Triage Cancer fills an important gap in mitigating financial toxicity, and formal evaluation of these programs allows us to build evidence of the role and impact of these existing resources. Future research should focus on adding validated patient-reported outcomes, longer-term follow-up, and ensuring inclusion and evaluation of outcome metrics among vulnerable populations.
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Affiliation(s)
- Lauren V. Ghazal
- School of Nursing, University of Rochester, Rochester, NY 14642, USA
- Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, NY 14642, USA
| | - Joanna Doran
- Triage Cancer, Chicago, IL 60646, USA; (J.D.); (M.B.)
| | - Monica Bryant
- Triage Cancer, Chicago, IL 60646, USA; (J.D.); (M.B.)
| | - Brad Zebrack
- School of Social Work, University of Michigan, Ann Arbor, MI 48109, USA;
| | - Margaret I. Liang
- Division of Gynecologic Oncology, Department of Obstetrics & Gynecology, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA;
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Xu B, So WK, Choi KC, Huang Y, Liu M, Qiu L, Tan J, Tao H, Yan K, Yang F. Financial toxicity and its risk factors among patients with cancer in China: A nationwide multisite study. Asia Pac J Oncol Nurs 2024; 11:100443. [PMID: 38665637 PMCID: PMC11039943 DOI: 10.1016/j.apjon.2024.100443] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2024] [Accepted: 03/11/2024] [Indexed: 04/28/2024] Open
Abstract
Objective We assessed financial toxicity (FT) among Chinese patients with cancer and investigated associated risk factors guided by a multilevel conceptual framework. Methods Applying multistage stratified sampling, we selected six tertiary and six secondary hospitals across three economically diverse provinces in China. From February to October 2022, 1208 patients with cancer participated. FT was measured using the COmprehensive Score for financial Toxicity (COST), with 28 potential risk factors identified at multilevel. Multiple regression analysis was used for risk factor identification. Results FT prevalence was 82.6% (95% confidence interval [CI]: 80.5%, 84.8%), with high FT (COST score ≤ 18.5) observed in 40.9% of participants (95% CI: 38.1%, 43.7%). Significant risk factors included younger age at cancer diagnosis, unmarried status, low annual household income, negative impact of cancer on participants' or family caregiver's work, advanced cancer stage, longer hospital stay for cancer treatment or treatment-related side effects, high perceived stress, poor emotional/informational support, lack of social medical insurance or having urban and rural resident basic medical insurance, lack of commercial medical insurance, tertiary hospital treatment, and inadequate cost discussions with healthcare providers (all P < 0.05). Conclusions Cancer-related FT is prevalent in China, contributing to disparities in cancer care access and health-related outcomes. The risk factors associated with cancer-related FT encompasses multilevel, including patient/family, provider/practice, and payer/policy levels. There is an urgent need for collective efforts by patients, healthcare providers, policymakers, and insurers to safeguard the financial security and well-being of individuals affected by cancer, promoting health equities in the realm of cancer care.
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Affiliation(s)
- Binbin Xu
- School of Nursing, Hunan University of Chinese Medicine, Changsha, China
- The Nethersole School of Nursing, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Winnie K.W. So
- The Nethersole School of Nursing, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Kai Chow Choi
- The Nethersole School of Nursing, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Yu Huang
- The Nursing Department of the Affiliated Cancer Hospital of Guizhou Medical University, Guiyang, China
| | - Mei Liu
- The Infection Control Department of Xuzhou Cancer Hospital, Xuzhou, China
| | - Lanxiang Qiu
- The Nursing Department of the Third Affiliated Hospital of Xuzhou Medical University, Xuzhou, China
| | - Jianghong Tan
- The Nursing Department of Zhuzhou Central Hospital, Zhuzhou, China
| | - Hua Tao
- The Oncology Department of the First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Keli Yan
- The Internal Medicine Nursing Office, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Fei Yang
- The Nursing Department of Nanjing Pukou People's Hospital, Nanjing, China
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9
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Gu C, Jewett PI, Yabroff KR, Vogel RI, Parsons HM, Gangnon RE, Purani H, Blaes AH. Forgoing physician visits due to cost: regional clustering among cancer survivors by age, sex, and race/ethnicity. J Cancer Surviv 2024; 18:385-397. [PMID: 35316473 PMCID: PMC9492897 DOI: 10.1007/s11764-022-01201-3] [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: 09/17/2021] [Accepted: 03/08/2022] [Indexed: 11/30/2022]
Abstract
BACKGROUND Innovative treatments have improved cancer survival but also increased financial hardship for patients. While demographic factors associated with financial hardship among cancer survivors are known in the USA, the role of geography is less clear. METHODS We evaluated prevalence of forgoing care due to cost within 12 months by US Census region (Northeast, North Central/Midwest [NCMW], South, West) by demographic factors (age, sex, race/ethnicity) among 217,981 cancer survivors aged 18 to 82 years from the 2015-2019 Behavioral Risk Factor Surveillance System survey. We summarized region- and group-specific prevalence of forgoing physician visits due to cost and used multilevel logistic regression models to compare regions. RESULTS The prevalence of forgoing physician visits due to cost was highest in the South (aged < 65 years: 19-38%; aged ≥ 65: 4-21%; adjusted odds ratios [OR], NCMW versus South, OR: 0.63 [0.56-0.71]; Northeast versus South, OR: 0.63 [0.55-0.73]; West versus South, OR: 0.73 [0.64-0.84]). Across the USA, including regions with broad Medicaid expansion, younger, female, and persons of color most often reported cost-related forgoing physician visits. CONCLUSION Forgoing physician visits due to cost among cancer survivors is regionally clustered, raising concerns for concentrated poor long-term cancer outcomes. Underlying factors likely include variation in regional population compositions and contextual factors, such as Medicaid expansion and social policies. Disproportionate cost burden among survivors of color in all regions highlight systemic barriers, underscoring the need to improve access to the entire spectrum of care for cancer survivors, and especially for those most vulnerable.
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Affiliation(s)
- Christina Gu
- Division of Hematology and Oncology, Department of Medicine, University of Minnesota, 420 Delaware Street SE, Minneapolis, MN, 55455, USA.
| | - Patricia I Jewett
- Division of Hematology and Oncology, Department of Medicine, University of Minnesota, 420 Delaware Street SE, Minneapolis, MN, 55455, USA
- Division of Gynecologic Oncology, Department of Obstetrics, Gynecology and Women's Health, University of Minnesota, Minneapolis, MN, USA
| | - K Robin Yabroff
- Surveillance & Health Equity Science Department, American Cancer Society, Atlanta, GA, USA
| | - Rachel I Vogel
- Division of Gynecologic Oncology, Department of Obstetrics, Gynecology and Women's Health, University of Minnesota, Minneapolis, MN, USA
| | - Helen M Parsons
- Division of Health Policy and Management, University of Minnesota, Minneapolis, MN, USA
| | - Ronald E Gangnon
- Department of Population Health Sciences, University of Wisconsin, Madison, WI, USA
- Department of Biostatistics and Medical Informatics, University of Wisconsin, Madison, WI, USA
| | - Himal Purani
- Division of Hematology and Oncology, Department of Medicine, University of Minnesota, 420 Delaware Street SE, Minneapolis, MN, 55455, USA
| | - Anne H Blaes
- Division of Hematology and Oncology, Department of Medicine, University of Minnesota, 420 Delaware Street SE, Minneapolis, MN, 55455, USA
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10
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Yabroff KR, Sylvia Shi K, Zhao J, Freedman AN, Zheng Z, Nogueira L, Han X, Klabunde CN, de Moor JS. Importance of Patient Health Insurance Coverage and Out-of-Pocket Costs for Genomic Testing in Oncologists' Treatment Decisions. JCO Oncol Pract 2024; 20:429-437. [PMID: 38194620 DOI: 10.1200/op.23.00153] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2023] [Revised: 08/14/2023] [Accepted: 11/14/2023] [Indexed: 01/11/2024] Open
Abstract
PURPOSE Use of genomic testing, especially multimarker panels, is increasing in the United States. Not all tests and related treatments are covered by health insurance, which can result in substantial patient out-of-pocket (OOP) costs. Little is known about oncologists' treatment decisions with respect to patient insurance coverage and OOP costs for genomic testing. METHODS We identified 1,049 oncologists who used multimarker tumor panels from the 2017 National Survey of Precision Medicine in Cancer Treatment. Separate multivariable ordinal logistic regressions examined associations of oncologist-, practice-, and area-level characteristics and oncologists' ratings of importance (very, somewhat, or a little/not important) of insurance coverage and OOP costs for genomic testing in treatment decisions, adjusting for oncologist years of experience, sex, race and ethnicity, specialty, use of next-generation sequencing (NGS) tests, region, tumor boards, patient insurance mix, and area-level socioeconomic characteristics. RESULTS Among oncologists, 47.3%, 32.7%, and 20.0% reported that patient insurance coverage for genomic testing was very, somewhat, or a little/not important, respectively, in treatment decisions. In addition, 56.9%, 28.0%, and 15.2% reported that OOP costs for testing were very, somewhat, or a little/not important, respectively. In adjusted analyses, oncologists who used NGS tests were more likely to report patient insurance and OOP costs as important (odds ratio [OR], 2.00 [95% CI, 1.16 to 3.45] and OR, 2.12 [95% CI, 1.22 to 3.68], respectively) in treatment decisions compared with oncologists who did not use these tests, as were oncologists who treated solid tumors, rather than only hematological cancers. More years of experience and higher percentages of Medicaid or self-paid/uninsured patients in the practice were associated with reporting insurance coverage (OR, 1.43 [95% CI, 1.09 to 1.89]) and OOP costs (OR, 1.51 [95% CI, 1.13 to 2.01]) as important. Oncologists in practices with molecular tumor boards for genomic tests were less likely to report coverage (OR, 0.63 [95% CI, 0.47 to 0.85]) and OOP costs (OR, 0.72 [95% CI, 0.53 to 0.97]) as important than their counterparts in practices without these tumor boards. CONCLUSION Most oncologists rate patient health insurance and OOP costs for genomic tests as important considerations in subsequent treatment recommendations. Modifiable factors associated with these ratings can inform interventions to support patient-physician decision making about care.
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Affiliation(s)
- K Robin Yabroff
- Surveillance and Health Equity Science, American Cancer Society, Atlanta, GA
| | - Kewei Sylvia Shi
- Surveillance and Health Equity Science, American Cancer Society, Atlanta, GA
| | - Jingxuan Zhao
- Surveillance and Health Equity Science, American Cancer Society, Atlanta, GA
| | - Andrew N Freedman
- Division of Cancer Control and Population Sciences, National Cancer Institute, Rockville, MD
| | - Zhiyuan Zheng
- Surveillance and Health Equity Science, American Cancer Society, Atlanta, GA
| | - Leticia Nogueira
- Surveillance and Health Equity Science, American Cancer Society, Atlanta, GA
| | - Xuesong Han
- Surveillance and Health Equity Science, American Cancer Society, Atlanta, GA
| | - Carrie N Klabunde
- Office of Disease Prevention, Office of the Director, National Institutes of Health, Rockville, MD
| | - Janet S de Moor
- Division of Cancer Control and Population Sciences, National Cancer Institute, Rockville, MD
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Jewett PI, Purani H, Vogel RI, Parsons HM, Borrero M, Blaes A. Comparisons of financial hardship in cancer care by family structure and among those with and without minor children using nationally representative data. Cancer Med 2024; 13:e7088. [PMID: 38520136 PMCID: PMC10960158 DOI: 10.1002/cam4.7088] [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: 12/04/2023] [Revised: 02/15/2024] [Accepted: 02/26/2024] [Indexed: 03/25/2024] Open
Abstract
INTRODUCTION While demographic risk factors of cancer-related financial hardships have been studied, having minor children or being single have rarely been assessed in the context of healthcare-related financial hardships. METHODS Using data from the 2015 to 2018 National Health Interview Survey, we assessed financial hardship (material and psychological hardship; behavioral coping due to costs: delaying/foregoing care, reducing prescription costs, or skipping specialists or follow-up care) among adults aged 18-59 years with cancer (N = 2844) by minor child parenting status and family structure. In a secondary analysis, we compared this group with individuals without cancer. Using logistic regression models, we compared those with and without children aged <18 years, further distinguishing between those who were single versus one of two or more adults in the family. RESULTS Compared to individuals from families with two or more adults/without children, single adults with children more often reported cancer-related financial hardships, for example material hardship (45.9% vs. 38.8%), and reducing prescription costs, (50.7% vs. 34.4%, adjusted OR 1.57, 95% CI 1.07-2.28). Single adults without minor children and those from families with two or more adults/with minor children also reported greater financial hardships on some dimensions. Associations were similar among those without cancer, but the overall magnitude of financial hardships was lower compared to those with cancer. CONCLUSIONS Our findings suggest that having minor children, and being a single adult are risk factors for cancer-related financial hardship. Financial vulnerability associated with family structure should be taken into consideration in healthcare, and especially cancer care.
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Affiliation(s)
- Patricia I. Jewett
- Department of MedicineUniversity of MinnesotaMinneapolisMinnesotaUSA
- Department of Obstetrics, Gynecology and Women's HealthUniversity of MinnesotaMinneapolisMinnesotaUSA
- Department of PediatricsUniversity of MinnesotaMinneapolisMinnesotaUSA
| | - Himal Purani
- Department of NeurologyUniversity of California DavisDavisCaliforniaUSA
| | - Rachel I. Vogel
- Department of Obstetrics, Gynecology and Women's HealthUniversity of MinnesotaMinneapolisMinnesotaUSA
| | - Helen M. Parsons
- Division of Health Policy and ManagementUniversity of MinnesotaMinneapolisMinnesotaUSA
| | - Maria Borrero
- Department of MedicineUniversity of MinnesotaMinneapolisMinnesotaUSA
| | - Anne Blaes
- Department of MedicineUniversity of MinnesotaMinneapolisMinnesotaUSA
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12
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Doherty M, Thom B, Gardner DS. Administrative Burden Associated with Cost-Related Delays in Care in U.S. Cancer Patients. Cancer Epidemiol Biomarkers Prev 2023; 32:1583-1590. [PMID: 37644659 DOI: 10.1158/1055-9965.epi-23-0119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Revised: 05/12/2023] [Accepted: 07/20/2023] [Indexed: 08/31/2023] Open
Abstract
BACKGROUND U.S. cancer patients engage in administrative tasks to pay for their healthcare. This study investigated the relationship between payment tasks and timely access to cancer care. METHODS We analyzed online survey data from 510 U.S. cancer patients and survivors to understand the relationship between administrative payment tasks and cost-related delays and nonadherence. Two-part modelling was used to determine if, and to what extent, there was a relationship between administrative burden and cost-related delays/nonadherence. RESULTS Younger patients (≤44 years) reported more payment tasks and cost-related delays/nonadherence than older patients (≥ 55 years); African American patients reported more payment tasks and cost-related delays/nonadherence than white patients. After accounting for age, race/ethnicity, education, and out-of-pocket costs, patients who reported engaging in more tasks had greater log odds of delaying/forgoing care [b = 0.18; 95% confidence interval (CI), 0.12-0.24]. Cost-related delays/nonadherence increased by 32% for every unit increase in administrative payment burden (b = 0.32; 95% CI, 0.18-0.46). CONCLUSIONS Administrative payment burden increased the odds of cost-related delays and nonadherence by 49%, taking the form of delayed or skipped doctor appointments, tests and bloodwork, and prescription fulfillment. Younger patients and those identifying as African American were more likely to engage in payment tasks and to delay or forgo care due to cost. Administrative burdens can disrupt access to care and traditionally underserved patient populations are disproportionately exposed to these hardships. IMPACT Reducing the complexity of healthcare through universal, human-centered design could reduce burdens and increase access.
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Affiliation(s)
- Meredith Doherty
- School of Social Policy and Practice, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Bridgette Thom
- Memorial Sloan Kettering Cancer Center Affordability Working Group, New York, New York
| | - Daniel S Gardner
- Silberman School of Social Work, Hunter College, City University of New York, New York
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13
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Pham PD, Schlander M, Eckford R, Hernandez-Villafuerte K, Ubels J. Developing a Conceptual Framework for Socioeconomic Impact Research in European Cancer Patients: A 'Best-Fit' Framework Synthesis. THE PATIENT 2023; 16:515-536. [PMID: 37368196 PMCID: PMC10409844 DOI: 10.1007/s40271-023-00632-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 04/25/2023] [Indexed: 06/28/2023]
Abstract
BACKGROUND Multiple studies have indicated a socioeconomic impact of cancer and cancer care on patients and their families. Existing instruments designed to measure this impact lack consensus in their conceptualization of the issue. Further, various terminologies have been used in the literature (e.g., financial burden, financial hardship, financial stress) without clear definitions and consistent conceptual background. Based on a targeted review of existing models addressing the socioeconomic impact of cancer, our goal was to develop a comprehensive framework from a European perspective. METHOD A 'best-fit' framework synthesis was applied. First, we systematically identified existing models to generate a priori concepts. Second, we systematically identified relevant European qualitative studies and coded their results against these a priori concepts. Inclusion and exclusion criteria were predefined and applied thoroughly in these processes. Thematic analysis and team discussions were applied to finalize the (sub)themes in our proposed conceptual framework. Third, we examined model structures and quotes from qualitative studies to explore relationships among (sub)themes. This process was repeated until no further change in (sub)themes and their relationships emerged. RESULT Eighteen studies containing conceptual models and seven qualitative studies were identified. Eight concepts and 20 sub-concepts were derived from the included models. After coding the included qualitative studies against the a priori concepts and following discussions among team members, seven themes and 15 sub-themes were included in our proposed conceptual framework. Based on the identified relationships, we categorized themes into four groups: causes, intermediate consequences, outcomes and risk factors. CONCLUSION We propose a Socioeconomic Impact Framework based on a targeted review and synthesis of existing models in the field and adapted to the European perspective. Our work contributes as an input to a European consensus project on socioeconomic impact research by an Organization European Cancer Institute (OECI) Task Force.
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Affiliation(s)
- Phu Duy Pham
- Division of Health Economics, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Mannheim Medical Faculty, University of Heidelberg, Mannheim, Germany
| | - Michael Schlander
- Division of Health Economics, German Cancer Research Center (DKFZ), Heidelberg, Germany.
- Mannheim Medical Faculty, University of Heidelberg, Mannheim, Germany.
- Alfred Weber Institute (AWI), University of Heidelberg, Heidelberg, Germany.
- Institute for Innovation and Valuation in Health Care (InnoVal-HC), Wiesbaden, Germany.
| | - Rachel Eckford
- Division of Health Economics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | | | - Jasper Ubels
- Division of Health Economics, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Mannheim Medical Faculty, University of Heidelberg, Mannheim, Germany
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14
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Yabroff KR, Zhao J, Chen MH, Hoque J, Arias G, Han X, Zheng Z. Financial hardship and psychosocial well-being and quality of life among prostate cancer survivors in the United States. Urol Oncol 2023; 41:380-386. [PMID: 37202329 DOI: 10.1016/j.urolonc.2023.03.004] [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: 11/03/2022] [Revised: 03/02/2023] [Accepted: 03/10/2023] [Indexed: 05/20/2023]
Abstract
Prostate cancer is the most common cancer diagnosis among men in the United States and the prevalence of prostate cancer survivors is growing. Cancer treatment and lasting or late effects of disease and treatment can adversely affect financial health, psychosocial well-being, and health-related quality of life for prostate cancer survivors, even many years after cancer diagnosis and treatment. These outcomes are important, especially because most men live for many years following a prostate cancer diagnosis. In this essay, we describe health care spending associated with prostate cancer, including patient out-of-pocket costs, and summarize research examining medical financial hardship and associations of financial hardship and psychosocial well-being and health-related quality of life among cancer survivors. We then discuss implications for health care delivery and opportunities to mitigate financial hardship for patients with prostate cancer and their families.
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Affiliation(s)
- K Robin Yabroff
- Department of Surveillance and Health Equity Sciences, American Cancer Society, Atlanta, GA.
| | - Jingxuan Zhao
- Department of Surveillance and Health Equity Sciences, American Cancer Society, Atlanta, GA
| | - Min Hsuan Chen
- Department of Surveillance and Health Equity Sciences, American Cancer Society, Atlanta, GA; Department of Public Policy, American Cancer Society Cancer Action Network, Washington, DC
| | - Jennifer Hoque
- Department of Public Policy, American Cancer Society Cancer Action Network, Washington, DC
| | - Gladys Arias
- Department of Public Policy, American Cancer Society Cancer Action Network, Washington, DC
| | - Xuesong Han
- Department of Surveillance and Health Equity Sciences, American Cancer Society, Atlanta, GA
| | - Zhiyuan Zheng
- Department of Surveillance and Health Equity Sciences, American Cancer Society, Atlanta, GA
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15
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Zhao J, Yabroff KR. High out‑of‑pocket spending and financial hardship at the end of life among cancer survivors and their families. Isr J Health Policy Res 2023; 12:24. [PMID: 37415261 DOI: 10.1186/s13584-023-00572-x] [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: 04/20/2023] [Accepted: 06/02/2023] [Indexed: 07/08/2023] Open
Abstract
Cancer is one of the most expensive medical conditions to treat worldwide, affecting national and local spending, as well as household budgets for patients and their families. In this commentary about a recent paper from Tur‑Sinai et al., we discuss the high out-of-pocket spending and medical and non-medical financial hardship faced by cancer patients and their families at the end-of-life in Israel. We provide recent information about the costs of health care in Israel and other high-income countries with (i.e., Canada, Australia, Japan, and Italy) and without universal health insurance coverage (i.e., United States, a country with high healthcare costs and uninsurance rate), and highlight the role of improving health insurance coverage and benefit design in reducing financial hardship among cancer patients and their families. Recognizing that financial hardship at the end of life affects both patients and their families, developing comprehensive programs and policies in Israel as well as in other countries is warranted.
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Affiliation(s)
- Jingxuan Zhao
- Surveillance and Health Equity Science, American Cancer Society, 3380 Chastain Meadows Pkwy NW Suite 200, Kennesaw, GA, 30144, USA.
| | - K Robin Yabroff
- Surveillance and Health Equity Science, American Cancer Society, 3380 Chastain Meadows Pkwy NW Suite 200, Kennesaw, GA, 30144, USA
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16
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Lao J, Su M, Zhang J, Liu L, Zhou S, Yao N. Frailty and medical financial hardship among older adults with cancer in the United States. Front Oncol 2023; 13:1202575. [PMID: 37456241 PMCID: PMC10344591 DOI: 10.3389/fonc.2023.1202575] [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: 04/08/2023] [Accepted: 06/08/2023] [Indexed: 07/18/2023] Open
Abstract
Background Little is known about the association between frailty level and medical financial hardship among older adults with cancer. This study aims to describe the prevalence of frailty and to identify its association with medical financial hardship among older cancer survivors in the United States. Methods The National Health Interview Survey (NHIS; 2019-2020) was used to identify older cancer survivors (n = 3,919). Both the five-item (Fatigue, Resistance, Ambulation, Illnesses, and Low weight-for-height) FRAIL and the three-domain (Material, Psychological, and Behavioral) medical financial hardship questions were constructed based on the NHIS questionnaire. Multivariable logistic models were used to identify the frailty level associated with financial hardship and its intensity. Results A total of 1,583 (40.3%) older individuals with cancer were robust, 1,421 (35.9%) were pre-frail, and 915 (23.8%) were frail. Compared with robust cancer survivors in adjusted analyses, frail cancer survivors were more likely to report issues with material domain (odds ratio (OR) = 3.19, 95%CI: 2.16-4.69; p < 0.001), psychological domain (OR = 1.47, 95%CI: 1.15-1.88; p < 0.001), or behavioral domain (ORs ranged from 2.19 to 2.90, all with p < 0.050), and greater intensities of financial hardship. Conclusion Both pre-frail and frailty statuses are common in the elderly cancer survivor population, and frail cancer survivors are vulnerable to three-domain financial hardships as compared with robust cancer survivors. Ongoing attention to frailty highlights the healthy aging of older survivors, and efforts to targeted interventions should address geriatric vulnerabilities during cancer survivorship.
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Affiliation(s)
- Jiahui Lao
- Department of Oncology, The First Affiliated Hospital of Shandong First Medical University and Shandong Provincial Qianfoshan Hospital, Shandong Lung Cancer Institute, Jinan, Shandong, China
- Center for Big Data Research in Health and Medicine, The First Affiliated Hospital of Shandong First Medical University and Shandong Provincial Qianfoshan Hospital, Jinan, Shandong, China
| | - Mingzhu Su
- Centre for Health Management and Policy Research, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
- National Health Commission Key Lab of Health Economics and Policy Research (Shandong University), Jinan, Shandong, China
| | - Jiajun Zhang
- Centre for Health Management and Policy Research, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
- National Health Commission Key Lab of Health Economics and Policy Research (Shandong University), Jinan, Shandong, China
| | - Li Liu
- School of Nursing and Rehabilitation, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
| | - Shengyu Zhou
- Centre for Health Management and Policy Research, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
- National Health Commission Key Lab of Health Economics and Policy Research (Shandong University), Jinan, Shandong, China
| | - Nengliang Yao
- Home Centered Care Institute, Schaumburg, IL, United States
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Zheng Z, Han X, Zhao J, Fan Q, Yabroff KR. Parental Cancer History and Its Association With Minor Children's Unmet Food, Housing, and Transportation Economic Needs. JAMA Netw Open 2023; 6:e2319359. [PMID: 37347484 PMCID: PMC10288335 DOI: 10.1001/jamanetworkopen.2023.19359] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Accepted: 04/28/2023] [Indexed: 06/23/2023] Open
Abstract
Importance A cancer diagnosis is associated with substantial economic burden for patients and their families. Young adult cancer survivors with dependent children may be particularly vulnerable to financial hardship. Objective To examine associations of parental cancer with their children's unmet economic needs. Design, Setting, and Participants This cross-sectional study used data from the nationally representative 2013 to 2018 US National Health Interview Survey. Children aged 5 to 17 years living in families with and without parental cancer history were queried about recent 1-year experiences. Statistical analyses were conducted from January 2022 to April 2023. Exposure Parental cancer history. Main Outcomes and Measures The main outcomes were children's unmet economic needs, including family-level food insecurity, parent's financial worry about paying for monthly bills and housing costs, and delayed child medical care owing to lack of transportation. Multivariable logistic regressions adjusted for (1) child's characteristics (ie, age group, sex, and race and ethnicity), (2) parent's characteristics (ie, age group, sex, health insurance coverage, comorbid conditions, and obesity status), and (3) family's characteristics (ie, family structure [married or cohabiting parents vs single parent families], highest educational attainment in the family, and family income). Additional analyses focused on children with a parental cancer history to identify potentially modifiable characteristics associated with unmet economic needs. Results In this cross-sectional study of 22 941 children with (812 children; weighted number, 860 488 children) and without (22 129 children; weighted number, 24 545 463 children) a parental cancer history, the majority of children were aged 5 to 11 years (12 022 children [52.4%]), male (11 920 children [52.0%]), and non-Hispanic White (11 863 children [51.7%]). In adjusted analyses, parental cancer history was associated with more severe family-level food insecurity, including worrying about food running out (odds ratio [OR], 1.97; 95% CI, 1.56-2.49; P < .001), food not lasting (OR, 2.01; 95% CI, 1.56-2.58; P < .001), and inability to afford balanced meals (OR, 1.38; 95% CI, 1.06-1.79; P = .02). Moreover, parental cancer history was associated with parent's worry about paying monthly bills (OR, 1.41; 95% CI, 1.15-1.74; P = .001) and housing-related costs (OR, 1.31; 95% CI, 1.07-1.60; P = .009) and delays in child medical care because of lack of transportation (OR, 2.31; 95% CI, 1.49-3.59; P < .001). Among children with parental cancer history, female children, non-Hispanic Black children, children whose parents had multiple comorbidities, and children living in low-income families were especially vulnerable to unmet economic needs. Conclusions and Relevance Parental cancer is associated with greater likelihood of food insecurity, unaffordability of housing and other necessities, and transportation barriers to medical care for minor children. Strategies to identify such children and address their needs are warranted.
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Affiliation(s)
- Zhiyuan Zheng
- Surveillance and Health Equity Science, American Cancer Society, Atlanta, Georgia
| | - Xuesong Han
- Surveillance and Health Equity Science, American Cancer Society, Atlanta, Georgia
| | - Jingxuan Zhao
- Surveillance and Health Equity Science, American Cancer Society, Atlanta, Georgia
| | - Qinjin Fan
- Surveillance and Health Equity Science, American Cancer Society, Atlanta, Georgia
| | - K. Robin Yabroff
- Surveillance and Health Equity Science, American Cancer Society, Atlanta, Georgia
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Doherty M, Heintz J, Leader A, Wittenburg D, Ben-Shalom Y, Jacoby J, Castro A, West S. Guaranteed Income and Financial Treatment Trial (GIFT Trial or GIFTT): a 12-month, randomized controlled trial to compare the effectiveness of monthly unconditional cash transfers to treatment as usual in reducing financial toxicity in people with cancer who have low incomes. Front Psychol 2023; 14:1179320. [PMID: 37275728 PMCID: PMC10234289 DOI: 10.3389/fpsyg.2023.1179320] [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: 03/03/2023] [Accepted: 04/24/2023] [Indexed: 06/07/2023] Open
Abstract
Cancer-related financial hardship (i.e., financial toxicity) has been associated with anxiety and depression, greater pain and symptom burden, treatment nonadherence, and mortality. Out-of-pocket healthcare costs and lost income are primary drivers of financial toxicity, however, income loss is a pronounced risk factor for cancer patients with low incomes. There has been little progress in developing an income intervention to alleviate financial toxicity cancer patients with low incomes. Unconditional cash transfers (UCT), or guaranteed income, have produced positive health effects in experiments with general low-income populations, but have not yet been evaluated in people with cancer. The Guaranteed Income and Financial Treatment (GIFT) Trial will use a two-arm randomized controlled trial to compare the efficacy of a 12-month UCT intervention providing $1000/month to treatment as usual on financial toxicity, health-related quality of life and treatment adherence in people with cancer who have low-incomes. The study will recruit 250 Medicaid beneficiaries with advanced cancer from two comprehensive cancer centers in Philadelphia, obtain informed consent, and randomize patients to one of two conditions: (1) $1,000/month UCT or (2) treatment as usual. Both arms will receive information on financial toxicity and the contact information for their hospital social worker or financial advocate upon enrollment. Participants will complete online surveys at baseline, 3, 6, 9, and 12 months from enrollment to collect patient-reported data on primary (i.e., financial toxicity, health-related quality of life, and treatment adherence) and secondary outcomes (i.e., anxiety, depression, food insecurity, housing stability). Social security records will be used to explore the effect on mortality at 2, 3, and 5 years post-enrollment. Linear mixed-models will be used to analyze all primary and secondary continuous outcomes over time and general estimating equations with a logit link and binary distribution for all binary outcomes over time. Differences between treatment and control groups and treatment effects will be determined using models that control for age, gender, race, baseline food security, baseline housing stability, and baseline ECOG. Findings from this study will have significant implications for the development and implementation of programs and policies that address the financial burden of cancer and other serious illnesses.
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Affiliation(s)
- Meredith Doherty
- School of Social Policy and Practice, University of Pennsylvania, Philadelphia, PA, United States
| | - Jonathan Heintz
- School of Social Policy and Practice, University of Pennsylvania, Philadelphia, PA, United States
| | - Amy Leader
- Sidney Kimmel Cancer Center, Thomas Jefferson University Hospital, Philadelphia, PA, United States
| | | | | | - Jessica Jacoby
- School of Social Policy and Practice, University of Pennsylvania, Philadelphia, PA, United States
| | - Amy Castro
- School of Social Policy and Practice, University of Pennsylvania, Philadelphia, PA, United States
| | - Stacia West
- College of Social Work, University of Tennessee, Knoxville, TN, United States
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Hu X, Ma J, Jemal A, Zhao J, Nogueira L, Ji X, Yabroff KR, Han X. Suicide Risk Among Individuals Diagnosed With Cancer in the US, 2000-2016. JAMA Netw Open 2023; 6:e2251863. [PMID: 36662522 PMCID: PMC9860529 DOI: 10.1001/jamanetworkopen.2022.51863] [Citation(s) in RCA: 12] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Accepted: 11/25/2022] [Indexed: 01/21/2023] Open
Abstract
Importance Individuals diagnosed with cancer have elevated suicide risks compared with the general population. National estimates of suicide risks among individuals with cancer are lacking in the US, and knowledge about risk factors is limited. Objective To provide contemporary estimates of suicide risks associated with cancer and to identify sociodemographic and clinical factors associated with suicide risks among individuals diagnosed with cancer. Design, Setting, and Participants A population-based cohort of individuals diagnosed with cancer from January 1, 2000, to December 31, 2016, from 43 states in the US were followed up through December 31, 2016. Standardized mortality ratios (SMRs) were calculated adjusting for attained age at death, sex, and race and ethnicity groups to compare suicide risks in the cancer cohort vs the general US population. Cox proportional hazards regression models were fitted to identify cancer-specific risk factors of suicide among the cancer cohort. Analyses were conducted from October 27, 2020, to May 13, 2022. Main Outcomes and Measures The main outcomes were risk of suicide death compared with the general population, measured by the standardized mortality ratio; and risk of suicide death associated with sociodemographic and clinical factors among individuals with cancer. Exposure Diagnosis of cancer. Results Among a total of 16 771 397 individuals with cancer, 8 536 814 (50.9%) were 65 years or older at cancer diagnosis, 8 645 631 (51.5%) were male, 13 149 273 (78.4%) were non-Hispanic White, and 20 792 (0.1%) died from suicide. The overall SMR for suicide was 1.26 (95% CI, 1.24-1.28), with a decreasing trend (from an SMR of 1.67 [95% CI, 1.47-1.88] in 2000 to 1.16 [95% CI, 1.11-1.21] in 2016). Compared with the general population, elevated suicide risks were observed in the cancer cohort across all sociodemographic groups, with particularly high SMRs among Hispanic individuals (SMR, 1.48; 95% CI, 1.38-1.58), Medicaid-insured individuals (SMR, 1.72; 95% CI, 1.61-1.84), Medicare-insured individuals 64 years or younger (SMR, 1.94; 95% CI, 1.80-2.07), or uninsured individuals (SMR, 1.66; 95% CI, 1.53-1.80). Moreover, the highest SMR was observed in the first 6 months after the cancer diagnosis (SMR, 7.19; 95% CI, 6.97-7.41). Among individuals diagnosed with cancer, relatively higher suicide risks (ie, hazard ratios) were observed for cancer types with a poor prognosis and high symptom burden in the first 2 years after diagnosis, including cancers of oral cavity and pharynx, esophagus, stomach, brain and other nervous system, pancreas, and lung. After 2 years, individuals with cancers subject to long-term quality-of-life impairments, such as oral cavity and pharynx, leukemia, female breast, uterine, and bladder, had higher suicide risks. Conclusions and Relevance In this cohort study of individuals with cancer, elevated suicide risks remained despite a decreasing trend during the past 2 decades. Suicide risks varied by sociodemographic and clinical factors. Timely symptom management and targeted psychosocial interventions are warranted for suicide prevention in individuals diagnosed with cancer.
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Affiliation(s)
- Xin Hu
- Department of Health Policy and Management, Emory University Rollins School of Public Health, Atlanta, Georgia
| | - Jiemin Ma
- Merck & Co Inc, Kenilworth, New Jersey
| | - Ahmedin Jemal
- Surveillance and Health Equity Science, American Cancer Society, Atlanta, Georgia
| | - Jingxuan Zhao
- Surveillance and Health Equity Science, American Cancer Society, Atlanta, Georgia
| | - Leticia Nogueira
- Surveillance and Health Equity Science, American Cancer Society, Atlanta, Georgia
| | - Xu Ji
- Department of Pediatrics, Emory University School of Medicine, Atlanta, Georgia
- Aflac Cancer & Blood Disorders Center, Children's Healthcare of Atlanta, Atlanta, Georgia
| | - K. Robin Yabroff
- Surveillance and Health Equity Science, American Cancer Society, Atlanta, Georgia
| | - Xuesong Han
- Surveillance and Health Equity Science, American Cancer Society, Atlanta, Georgia
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20
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Patel KB, Turner K, Alishahi Tabriz A, Gonzalez BD, Oswald LB, Nguyen OT, Hong YR, Jim HSL, Nichols AC, Wang X, Robinson E, Naso C, Spiess PE. Estimated Indirect Cost Savings of Using Telehealth Among Nonelderly Patients With Cancer. JAMA Netw Open 2023; 6:e2250211. [PMID: 36626174 PMCID: PMC9856804 DOI: 10.1001/jamanetworkopen.2022.50211] [Citation(s) in RCA: 54] [Impact Index Per Article: 54.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Abstract
IMPORTANCE Patients with cancer typically have greater financial hardships and time costs than individuals without cancer. The COVID-19 pandemic has exacerbated this, while posing substantial challenges to delivering cancer care and resulting in important changes in care-delivery models, including the rapid adoption of telehealth. OBJECTIVE To estimate patient travel, time, and cost savings associated with telehealth for cancer care delivery. DESIGN, SETTING, AND PARTICIPANTS An economic evaluation of cost savings from completed telehealth visits from April 1, 2020, to June 30, 2021, in a single-institution National Cancer Institute-Designated Comprehensive Cancer Center. All patients aged 18 to 65 years who completed telehealth visits within the designated time frame and had a Florida mailing address documented in their electronic medical record were included in the study cohort. Data were analyzed from April 2020 to June 2021. MAIN OUTCOMES AND MEASURES The main outcome was estimated patient cost savings from telehealth, which included 2 components: costs of travel (defined as roundtrip distance saved from car travel) and potential loss of productivity due to the medical visit (defined as loss of income from roundtrip travel plus loss of income from in-person clinic visits). Two different models with a combination of 2 different mileage rates ($0.56 and $0.82 per mile) and census tract-level median hourly wages were used. RESULTS The study included 25 496 telehealth visits with 11 688 patients. There were 4525 (3795 patients) new or established visits and 20 971 (10 049 patients) follow-up visits. Median (IQR) age was 55.0 (46.0-61.0) years among the telehealth visits, with 15 663 visits (61.4%) by women and 18 360 visits (72.0%) by Hispanic non-White patients. According to cost models, the estimated mean (SD) total cost savings ranged from $147.4 ($120.1) at $0.56/mile to $186.1 ($156.9) at $0.82/mile. For new or established visits, the mean (SD) total cost savings per visit ranged from $176.6 ($136.3) at $0.56/mile to $222.8 ($177.4) at $0.82/mile, and for follow-up visits, the mean (SD) total cost savings per visit was $141.1 ($115.3) at $0.56/mile to $178.1 ($150.9) at $0.82/mile. CONCLUSIONS AND RELEVANCE In this economic evaluation, telehealth was associated with savings in patients time and travel costs, which may reduce the financial toxicity of cancer care. Expansion of telehealth oncology services may be an effective strategy to reduce the financial burden among patients with cancer.
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Affiliation(s)
- Krupal B. Patel
- Department of Head and Neck and Endocrine Oncology, Moffitt Cancer Center, Tampa, Florida
- Department of Otolaryngology, Head and Neck Surgery, University of South Florida, Tampa
| | - Kea Turner
- Department of Health Outcomes and Behavior, Moffitt Cancer Center, Tampa, Florida
| | - Amir Alishahi Tabriz
- Department of Health Outcomes and Behavior, Moffitt Cancer Center, Tampa, Florida
| | - Brian D. Gonzalez
- Department of Health Outcomes and Behavior, Moffitt Cancer Center, Tampa, Florida
| | - Laura B. Oswald
- Department of Health Outcomes and Behavior, Moffitt Cancer Center, Tampa, Florida
| | - Oliver T. Nguyen
- Department of Health Outcomes and Behavior, Moffitt Cancer Center, Tampa, Florida
| | - Young-Rock Hong
- Department of Health Services Research, Management and Policy, College of Public Health and Health Professions, University of Florida, Gainesville
| | - Heather S. L. Jim
- Department of Health Outcomes and Behavior, Moffitt Cancer Center, Tampa, Florida
| | - Anthony C. Nichols
- Department of Otolaryngology, Head and Neck Surgery, Western University, London, Ontario, Canada
| | - Xuefeng Wang
- Department of Biostatistics and Bioinformatics, Moffitt Cancer Center, Tampa, Florida
| | - Edmondo Robinson
- Department of Internal and Hospital Medicine, Moffitt Cancer Center, Tampa, Florida
- Center for Digital Health, Moffitt Cancer Center, Tampa, Florida
| | - Cristina Naso
- Virtual Health Program, Moffitt Cancer Center, Tampa, Florida
| | - Philippe E. Spiess
- Virtual Health Program, Moffitt Cancer Center, Tampa, Florida
- Department of Genitourinary Oncology, Moffitt Cancer Center, Tampa, Florida
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21
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Mo M, Jia P, Zhu K, Huang W, Han L, Liu C, Huang X. Financial toxicity following surgical treatment for colorectal cancer: a cross-sectional study. Support Care Cancer 2023; 31:110. [PMID: 36629938 PMCID: PMC9838282 DOI: 10.1007/s00520-022-07572-8] [Citation(s) in RCA: 17] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Accepted: 12/31/2022] [Indexed: 01/12/2023]
Abstract
PURPOSE Financial toxicity has become a global public health issue. The purpose of the study is to investigate and analyze the influencing factors of financial toxicity in patients with non-metastatic colorectal cancer. METHODS A convenient sample of 250 patients with stage I-III colorectal cancer was investigated in the study. They completed a set of questionnaires, including the Comprehensive Score for Financial Toxicity questionnaire, the Perceived Social Support Scale, and the Hospital Anxiety and Depression Scale. Univariate and multivariate linear regression were performed to investigate the influencing factors of financial toxicity. RESULTS Over half (52.8%, n = 132) of the colorectal cancer survivors experienced financial toxicity. Multivariate regression analysis showed that the factors associated with financial toxicity were young age, unemployment, low annual household income, chemotherapy, and the lack of sufficient social support (p < 0.05). CONCLUSIONS Financial toxicity is common among non-metastatic colorectal cancer survivors. Young age, lower annual household income, unemployment, chemotherapy, and insufficient social support were associated with financial toxicity.
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Affiliation(s)
- Minghui Mo
- School of Nursing, Qingdao University, Qingdao, 266071 Shandong Province China
| | - Peipei Jia
- The Affiliated Hospital of Qingdao University, Qingdao, 266003 Shandong Province China
| | - Kai Zhu
- The Affiliated Hospital of Qingdao University, Qingdao, 266003 Shandong Province China
| | - Wenjing Huang
- The Affiliated Hospital of Qingdao University, Qingdao, 266003 Shandong Province China
| | - Li Han
- The Affiliated Hospital of Qingdao University, Qingdao, 266003 Shandong Province China
| | - Cuiping Liu
- School of Nursing, Shandong First Medical University & Shandong Academy of Medical Sciences, Taian, 271016 Shandong Province China
| | - Xia Huang
- The Affiliated Hospital of Qingdao University, Qingdao, 266003 Shandong Province China
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22
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Belcher SM, Lee H, Nguyen J, Curseen K, Lal A, Zarrabi AJ, Gantz L, Rosenzweig MQ, Hill JL, Yeager KA. Financial Hardship and Quality of Life Among Patients With Advanced Cancer Receiving Outpatient Palliative Care: A Pilot Study. Cancer Nurs 2023; 46:3-13. [PMID: 34974507 PMCID: PMC11195536 DOI: 10.1097/ncc.0000000000001052] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Patients with advanced cancer are increasingly experiencing financial hardship (FH) and associated negative health outcomes. OBJECTIVE The aims of this study were to describe FH and explore its relationship to quality of life (QOL) in patients with advanced cancer receiving outpatient palliative care (PC). METHODS Validated questionnaires assessed FH, QOL dimensions, symptom burden, and sociodemographic and clinical characteristics. Descriptive statistics characterized the sample and described FH. Pearson correlation and linear regression assessed relationships between FH and QOL. RESULTS The average participant (n = 78) age was 56.6 (SD, 12.2) years. Most were female (56.4%), White (50%) or Black (46.2%), and had a range of education, partner statuses, and cancer diagnoses. Median time since cancer diagnosis was 35.5 months (interquartile range, 9-57.3 months). Highest mean symptom burden scores were for pain (2.5 [SD, 1.0]) and fatigue (2.0 [SD, 1.1]), on a 0- to 3-point scale (higher score representing worse symptom burden). The median COST (COmphrehensive Score for financial Toxicity) score was 15.0 (interquartile range, 9.0-23.0). Most (70%) had some (n = 43) or extreme (n = 9) difficulty paying for basic needs. Greater than 28% (n = 21) incurred cancer-related debt. Multivariate models indicated that FH negatively affected role limitations due to physical health ( P = .008), pain ( P = .003), and emotional well-being ( P = .017) QOL dimensions. CONCLUSIONS Financial hardship, QOL, and symptom burden scores demonstrate need for continued support for and research among patients with advanced cancer. Data support links between FH and important QOL dimensions. Larger, longitudinal studies are needed to understand how FH affects QOL in patients with advanced cancer. IMPLICATIONS FOR PRACTICE Proactive financial assessment and interventions are needed to support patients with advanced cancer experiencing the cumulative effects of cancer and its treatment.
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Affiliation(s)
- Sarah M Belcher
- Author Affiliations: Department of Health & Community Systems, University of Pittsburgh School of Nursing (Dr Belcher); and Hillman Cancer Center, University of Pittsburgh Medical Center (Drs Belcher and Rosenzweig), Pennsylvania; Nell Hodgson Woodruff School of Nursing (Ms Lee and Dr Yeager) and Department of Neuroscience and Behavioral Biology, Emory University (Ms Nguyen); Emory Healthcare (Drs Curseen and Zarrabi and Mss Gantz and Hill); School of Medicine, Emory University (Drs Curseen, Lal, and Zarrabi); and Grady Memorial Hospital (Dr Lal), Atlanta, Georgia; Department of Acute & Tertiary Care, University of Pittsburgh School of Nursing, Pittsburgh, Pennsylvania (Dr Rosenzweig); and Winship Cancer Institute, Atlanta, Georgia (Dr Yeager)
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23
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Doherty M, Jacoby J, Gany F. " I wish I knew about these programs before!" A brief report exploring barriers to financial assistance reported by gynecological oncology patients. J Psychosoc Oncol 2022; 41:493-501. [PMID: 36514954 PMCID: PMC10322634 DOI: 10.1080/07347332.2022.2149374] [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] [Indexed: 12/15/2022]
Abstract
PURPOSE Despite widespread reports of cancer-related financial hardship, hospital financial assistance programs are underutilized. APPROACH Rapid qualitative research. SAMPLE Gynecologic oncology patients with recurrent or metastatic disease, under 65 years old, and Comprehensive Score for Financial Toxicity of 26 or under. METHODS Semi-structured interviews to elicit (1) financial assistance awareness/knowledge, (2) barriers to accessing assistance, and (3) suggestions for improving access. We analyzed the transcripts using thematic analysis: open coding, consensus building/codebook, and identification of salient themes. FINDINGS We interviewed 25 patients and identified four barriers and three suggestions for improving access. Barriers: lack of awareness, perceptions of ineligibility, fear of negative consequences, and being overwhelmed. Suggestions: simplifying financial processes, providing individualized assistance, and being more proactive by intervening earlier. CONCLUSION Increase access by reducing stigma, misconceptions, and more proactively engaging at-risk patients. IMPLICATIONS FOR PSYCHOSOCIAL PROVIDERS Patients may be too afraid or overwhelmed to ask for help. A more proactive, psychosocial approach is needed.
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Affiliation(s)
- Meredith Doherty
- School of Social Policy and Practice, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Jessica Jacoby
- School of Social Policy and Practice, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Francesca Gany
- Center for Immigrant Health and Cancer Disparities, Memorial Sloan Kettering Cancer Center, New York, New York, USA
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24
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Islam JY, Turner K, Saeb H, Powell M, Dean LT, Camacho-Rivera M. Financial hardship and mental health among cancer survivors during the COVID-19 pandemic: An analysis of the US COVID-19 Household Impact Survey. Front Public Health 2022; 10:946721. [PMID: 36483249 PMCID: PMC9723235 DOI: 10.3389/fpubh.2022.946721] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2022] [Accepted: 11/02/2022] [Indexed: 11/23/2022] Open
Abstract
Purpose Our objective was to (1) identify associated characteristics of financial hardship (FH), and (2) evaluate associations of FH with mental health symptoms among cancer survivors during the COVID-19 pandemic. Methods Using data from the nationally representative COVID-19 Impact Survey, we defined cancer survivors as those with a self-reported diagnosis of cancer (n = 854,7.6%). We defined FH using the following question: "Based on your current financial situation, how would you pay for an unexpected $400 expense?" Multivariable Poisson regression was used to estimate adjusted prevalence ratios (aPR) with 95% confidence intervals (95%CI) to identify associated characteristics of FH and associations of FH with mental health symptoms among cancer survivors overall and by age (18-59 years/60+ years). Results Forty-one percent of cancer survivors reported FH, with 58% in 18-59 and 33% in 60+ year old respondents. Compared to cancer survivors aged 60+ years, those aged 30-44 (aPR:1.74,95% CI:1.35-2.24), and 45-59 years (aPR:1.60,95% CI:1.27-1.99) were more likely to report FH. Compared to non-Hispanic(NH)-White cancer survivors, NH-Black cancer survivors had a 56% higher prevalence of FH (aPR:1.56; 95% CI: 1.23-1.97). Among 60+ years aged cancer survivors, NH-Black (aPR:1.80; 95% CI: 1.32-2.45) and NH-Asian cancer survivors (aPR:10.70,95% CI:5.6-20.7) were more likely to experience FH compared to their NH-White counterparts. FH was associated with feeling anxious (aPR:1.51,95% CI:1.11-2.05), depressed (aPR:1.66,95% CI:1.25-2.22), and hopeless (aPR:1.84,95% CI:1.38-2.44). Conclusion Minoritized communities, younger adults, and cancer survivors with low socioeconomic status had a higher burden of FH, which was associated with feelings of anxiety, depression, and hopelessness.
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Affiliation(s)
- Jessica Y. Islam
- Cancer Epidemiology Program, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, United States,Department of Oncological Sciences, University of South Florida, Tampa, FL, United States,*Correspondence: Jessica Y. Islam
| | - Kea Turner
- Department of Oncological Sciences, University of South Florida, Tampa, FL, United States,Health Outcomes and Behavior Department, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, United States,Department of Gastrointestinal Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, United States
| | - Huda Saeb
- Morehouse School of Medicine, Atlanta, GA, United States
| | - Margaux Powell
- Morehouse School of Medicine, Atlanta, GA, United States
| | - Lorraine T. Dean
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, United States,Department of Oncology, School of Medicine, Johns Hopkins University, Baltimore, MD, United States
| | - Marlene Camacho-Rivera
- Department of Community Health Sciences, SUNY Downstate Health Sciences University, Brooklyn, NY, United States
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25
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Coughlin SS, Datta B, Williams LB, Bevel M, Cortes JE. Characteristics of Cancer Survivors Living in Poverty in the United States: Results From the 2020 Behavioral Risk Factor Surveillance System Survey. JCO Oncol Pract 2022; 18:e1831-e1838. [PMID: 36067453 DOI: 10.1200/op.22.00152] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Abstract
PURPOSE There has been increasing concern over the high cost of oncology care and its long-lasting impact on the well-being of cancer survivors. METHODS We examined characteristics of impoverished cancer survivors in the United States, including their physical and mental health, using data from the 2020 Behavioral Risk Factor Surveillance System. We used binomial logistic regressions for binary outcome variables, and negative binomial regressions for count variables, to estimate the odds ratios (ORs) and incident rate ratios (IRRs) of the physical, mental, and socioeconomic-related health factors for low-income cancer survivors versus higher-income survivors. We compared the ORs and IRRs for low-income cancer survivors with those of higher income cancer survivors. RESULTS There was a two-fold increased odds (adjusted OR, 2.33; 95% CI, 1.86 to 2.91) of having fair/poor health for low-income cancer survivors compared with higher-income cancer survivors. There was an almost two-fold increased odds (adjusted OR, 1.97; 95% CI, 1.50 to 2.59) of not being able to see a doctor among low-income cancer survivors, and a 42% lower odds (adjusted OR, 0.58; 95% CI, 0.39 to 0.86) of having health insurance coverage for low-income cancer survivors compared with higher-income survivors. Incidence rate ratios for physical (IRR, 1.52; 95% CI, 1.31 to 1.75) and mental (IRR, 1.53; 95% CI, 1.26 to 1.86) unhealthy days were significantly higher among low-income cancer survivors compared with nonpoor cancer survivors. CONCLUSION Strategies are available to ameliorate financial hardship at multiple levels. Implementation of these strategies is urgently needed.
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Affiliation(s)
- Steven S Coughlin
- Department of Population Health Sciences, Medical College of Georgia, Augusta University, Augusta, GA.,Institute of Public and Preventive Health, Augusta University, Augusta, GA
| | - Biplab Datta
- Department of Population Health Sciences, Medical College of Georgia, Augusta University, Augusta, GA.,Institute of Public and Preventive Health, Augusta University, Augusta, GA
| | - Lovoria B Williams
- Univesity of Kentucky College of Nursing, Lexington, KY.,Markey Cancer Center, University of Kentucky, Lexington, KY
| | - Malcolm Bevel
- Department of Medicine, Medical College of Georgia, Augusta University, Augusta, GA.,Georgia Cancer Center, Augusta, GA
| | - Jorge E Cortes
- Department of Medicine, Medical College of Georgia, Augusta University, Augusta, GA.,Georgia Cancer Center, Augusta, GA
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26
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Bradley CJ, Kitchen S, Bhatia S, Bynum J, Darien G, Lichtenfeld JL, Oyer R, Shulman LN, Sheldon LK. Policies and Practices to Address Cancer's Long-Term Adverse Consequences. J Natl Cancer Inst 2022; 114:1065-1071. [PMID: 35438165 PMCID: PMC9360463 DOI: 10.1093/jnci/djac086] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Revised: 04/05/2022] [Accepted: 04/12/2022] [Indexed: 11/13/2022] Open
Abstract
As cancer detection and treatment improve, the number of long-term survivors will continue to grow, as will the need to improve their survivorship experience and health outcomes. We need to better understand cancer and its treatment's short- and long-term adverse consequences and to prevent, detect, and treat these consequences effectively. Delivering care through a collaborative care model; standardizing information offered to and collected from patients; standardizing approaches to documenting, treating, and reducing adverse effects; and creating a data infrastructure to make population-based information widely available are all actions that can improve survivors' outcomes. National policies that address gaps in insurance coverage, the cost and value of treatment and survivorship care, and worker benefits such as paid sick leave can also concurrently reduce cancer burden. The National Cancer Policy Forum and the Forum on Aging, Disability, and Independence at the National Academies of Sciences, Engineering, and Medicine sponsored a virtual workshop on "Addressing the Adverse Consequences of Cancer Treatment," November 9-10, 2020, to examine long-term adverse consequences of cancer treatment and to identify practices and policies to reduce treatment's negative impact on survivors. This commentary discusses high-priority issues raised during the workshop and offers a path forward.
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Affiliation(s)
- Cathy J Bradley
- Department of Health Systems, Management, and Policy, University of Colorado Cancer Center, Aurora, CO, USA
| | - Sara Kitchen
- Department of Health Systems, Management, and Policy, University of Colorado Cancer Center, Aurora, CO, USA
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27
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Yabroff KR, Han X, Song W, Zhao J, Nogueira L, Pollack CE, Jemal A, Zheng Z. Association of Medical Financial Hardship and Mortality Among Cancer Survivors in the United States. J Natl Cancer Inst 2022; 114:863-870. [PMID: 35442439 PMCID: PMC9194618 DOI: 10.1093/jnci/djac044] [Citation(s) in RCA: 40] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2021] [Revised: 11/04/2021] [Accepted: 02/14/2022] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Cancer survivors frequently experience medical financial hardship in the United States. Little is known, however, about long-term health consequences. This study examines the associations of financial hardship and mortality in a large nationally representative sample of cancer survivors. METHODS We identified cancer survivors aged 18-64 years (n = 14 917) and 65-79 years (n = 10 391) from the 1997-2014 National Health Interview Survey and its linked mortality files with vital status through December 31, 2015. Medical financial hardship was measured as problems affording care or delaying or forgoing any care because of cost in the past 12 months. Risk of mortality was estimated with separate weighted Cox proportional hazards models by age group with age as the timescale, controlling for the effects of sociodemographic characteristics. Health insurance coverage was added sequentially to multivariable models. RESULTS Among cancer survivors aged 18-64 years and 65-79 years, 29.6% and 11.0%, respectively, reported financial hardship in the past 12 months. Survivors with hardship had higher adjusted mortality risk than their counterparts in both age groups: 18-64 years (hazard ratio [HR] = 1.17, 95% confidence interval [CI] = 1.04 to 1.30) and 65-79 years (HR = 1.14, 95% CI = 1.02 to 1.28). Further adjustment for health insurance reduced the magnitude of association of hardship and mortality among survivors aged 18-64 years (HR = 1.09, 95% CI = 0.97 to 1.24). Adjustment for supplemental Medicare coverage had little effect among survivors aged 65-79 years (HR = 1.15, 95% CI = 1.02 to 1.29). CONCLUSION Medical financial hardship was associated with mortality risk among cancer survivors in the United States.
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Affiliation(s)
- K Robin Yabroff
- Surveillance and Health Equity Science, American Cancer Society, Atlanta, GA, USA
| | - Xuesong Han
- Surveillance and Health Equity Science, American Cancer Society, Atlanta, GA, USA
| | - Weishan Song
- Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Jingxuan Zhao
- Surveillance and Health Equity Science, American Cancer Society, Atlanta, GA, USA
| | - Leticia Nogueira
- Surveillance and Health Equity Science, American Cancer Society, Atlanta, GA, USA
| | - Craig E Pollack
- Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Ahmedin Jemal
- Surveillance and Health Equity Science, American Cancer Society, Atlanta, GA, USA
| | - Zhiyuan Zheng
- Surveillance and Health Equity Science, American Cancer Society, Atlanta, GA, USA
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28
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Zheng Z, Zhao J, Nogueira L, Han X, Fan Q, Yabroff KR. Associations of Parental Cancer With School Absenteeism, Medical Care Unaffordability, Health Care Use, and Mental Health Among Children. JAMA Pediatr 2022; 176:593-601. [PMID: 35404397 PMCID: PMC9002718 DOI: 10.1001/jamapediatrics.2022.0494] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/17/2021] [Accepted: 12/22/2021] [Indexed: 11/14/2022]
Abstract
Importance A cancer diagnosis can adversely affect other members of the family, including children. However, little is known about the extent to which history of parental cancer affects children's health. Objective To examine associations of parental cancer with children's school absenteeism, medical care unaffordability, health care use, and mental health. Design, Setting, and Participants This cross-sectional, nationally representative study used data from the 2010-2018 National Health Interview Survey. Statistical analyses were conducted from January to September 2021. Children aged 5 to 17 years living in families with and without a history of parental cancer were identified. Characteristics were grouped into child, parent, and family variables. Sequential multivariable regressions were conducted for unadjusted analyses and with the adjustment of child, parent, and family characteristics to assess associations between parental cancer and child outcomes. Exposures History of parental cancer. Main Outcomes and Measures School absenteeism, medical care unaffordability, health care use, and mental health. Results A total of 1232 children (mean [SD] age, 11.7 [0.13] years; 579 [48.6%] female; weighted N = 846 730; 3.4% of total sample) were living in families with a history of parental cancer. Compared with 33 870 children without a history of parental cancer (mean [SD] age, 10.8 [0.03]; 16 287 [48.8%] female; weighted N = 24 315 452; 96.6% of total sample), children of cancer survivors were more likely to be older, non-Hispanic White, and living in single parent families. Parents with a history of cancer were more likely to be older, to be female, to have more comorbid conditions, and to have public health insurance compared with parents without a history of cancer. History of parental cancer was adversely associated with school absenteeism, medical care unaffordability, health care use, and mental health among children. Sequential adjustment with child, parent, and family characteristics reduced the magnitude of the associations. For example, the odds ratios for school absenteeism of 1 day or more changed from 1.33 (95% CI, 1.11-1.59; P = .002) to 1.12 (95% CI, 0.93-1.34; P = .23) and for any child hospital emergency department visit from 1.56 (95% CI, 1.31-1.86; P < .001) to 1.36 (95 % CI, 1.13-1.64; P < .001). Similar results were found for medical care unaffordability, prescription medication use, and mental health. Conclusions and Relevance In this study, parental cancer was associated with school absenteeism, medical care unaffordability, increased health care use, and poor mental health among children. Health care professionals and policies should consider the unique needs of affected children and develop school-, parent-, and family-directed strategies to ameliorate the negative associations between parental cancer and children's health.
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Affiliation(s)
- Zhiyuan Zheng
- Surveillance and Health Equity Science, American Cancer Society, Atlanta, Georgia
| | - Jingxuan Zhao
- Surveillance and Health Equity Science, American Cancer Society, Atlanta, Georgia
| | - Leticia Nogueira
- Surveillance and Health Equity Science, American Cancer Society, Atlanta, Georgia
| | - Xuesong Han
- Surveillance and Health Equity Science, American Cancer Society, Atlanta, Georgia
| | - Qinjin Fan
- Surveillance and Health Equity Science, American Cancer Society, Atlanta, Georgia
| | - K. Robin Yabroff
- Surveillance and Health Equity Science, American Cancer Society, Atlanta, Georgia
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29
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Ji X, Su J, Liu X, Mao Z, Zhang W, Zhang J, Sun X, Han X. Childhood cancer survivorship in China: An overview of the past two decades. Cancer Med 2022; 11:4588-4601. [PMID: 35599452 PMCID: PMC9741979 DOI: 10.1002/cam4.4831] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2021] [Revised: 03/04/2022] [Accepted: 05/04/2022] [Indexed: 12/15/2022] Open
Abstract
Across countries in the world, China has the largest population of childhood cancer survivors. Research and care for the childhood cancer survivor population in China is fragmented. We searched studies published in English or Chinese language between January 1, 2000 and June 30, 2021, which examined various aspects of childhood cancer survivorship in China. The existing China-focused studies were largely based on a single institution, convenient samplings with relatively small sample sizes, restricted geographic areas, cross-sectional design, and focused on young survivors in their childhood or adolescence. These studies primarily focused on the physical late effects of cancer and its treatment, as well as the inferior psychological wellbeing among childhood cancer survivors, with few studies examining financial hardship, health promotion, and disease prevention, or healthcare delivery in survivorship. Our findings highlight the urgent need for research and evidence-based survivorship care to serve the childhood cancer survivor population in China.
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Affiliation(s)
- Xu Ji
- Department of PediatricsEmory University School of MedicineAtlantaGeorgiaUSA,Aflac Cancer and Blood Disorders CenterChildren's Healthcare of AtlantaAtlantaGeorgiaUSA
| | - Jun Su
- Center for Health Management and Policy Research, School of Public Health, Cheeloo College of MedicineShandong UniversityJinanShandongChina,NHC Key Lab of Health Economics and Policy Research (Shandong University)JinanShandongChina
| | - Xinyu Liu
- Center for Health Management and Policy Research, School of Public Health, Cheeloo College of MedicineShandong UniversityJinanShandongChina,NHC Key Lab of Health Economics and Policy Research (Shandong University)JinanShandongChina
| | - Ziling Mao
- Surveillance and Health Equity ScienceAmerican Cancer SocietyAtlantaGeorgiaUSA,Department of Epidemiology, Graduate School of Public HealthUniversity of PittsburghPittsburghPennsylvaniaUSA
| | - Wenjing Zhang
- Center for Health Management and Policy Research, School of Public Health, Cheeloo College of MedicineShandong UniversityJinanShandongChina,NHC Key Lab of Health Economics and Policy Research (Shandong University)JinanShandongChina
| | - Jinhe Zhang
- Center for Health Management and Policy Research, School of Public Health, Cheeloo College of MedicineShandong UniversityJinanShandongChina,NHC Key Lab of Health Economics and Policy Research (Shandong University)JinanShandongChina
| | - Xiaojie Sun
- Center for Health Management and Policy Research, School of Public Health, Cheeloo College of MedicineShandong UniversityJinanShandongChina,NHC Key Lab of Health Economics and Policy Research (Shandong University)JinanShandongChina
| | - Xuesong Han
- Surveillance and Health Equity ScienceAmerican Cancer SocietyAtlantaGeorgiaUSA
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Shankaran V, Li L, Fedorenko C, Sanchez H, Du Y, Khor S, Kreizenbeck K, Ramsey S. Risk of Adverse Financial Events in Patients With Cancer: Evidence From a Novel Linkage Between Cancer Registry and Credit Records. J Clin Oncol 2022; 40:884-891. [PMID: 34995125 DOI: 10.1200/jco.21.01636] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
PURPOSE Although financial toxicity is a growing cancer survivorship issue, no studies have used credit data to estimate the relative risk of financial hardship in patients with cancer versus individuals without cancer. We conducted a population-based retrospective matched cohort study using credit reports to investigate the impact of a cancer diagnosis on the risk of adverse financial events (AFEs). METHODS Western Washington SEER cancer registry (cases) and voter registry (controls) records from 2013 to 2018 were linked to quarterly credit records from TransUnion. Controls were age-, sex-, and zip code-matched to cancer cases and assigned an index date corresponding to the case's diagnosis date. Cases and controls experiencing past-due credit card payments and any of the following AFEs at 24 months from diagnosis or index were compared, using two-sample z tests: third-party collections, charge-offs, tax liens, delinquent mortgage payments, foreclosures, and repossessions. Multivariate logistic regression models were used to evaluate the association of cancer diagnosis with AFEs and past-due credit payments. RESULTS A total of 190,722 individuals (63,574 cases and 127,148 controls, mean age 66 years) were included. AFEs (4.3% v 2.4%, P < .0001) and past-due credit payments (2.6% v 1.9%, P < .0001) were more common in cases than in controls. After adjusting for age, sex, average baseline credit line, area deprivation index, and index/diagnosis year, patients with cancer had a higher risk of AFEs (odds ratio 1.71; 95% CI, 1.61 to 1.81; P < .0001) and past-due credit payments (odds ratio 1.28; 95% CI, 1.19 to 1.37; P < .0001) than controls. CONCLUSION Patients with cancer were at significantly increased risk of experiencing AFEs and past-due credit card payments relative to controls. Studies are needed to investigate the impact of these events on treatment decisions, quality of life, and clinical outcomes.
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Affiliation(s)
- Veena Shankaran
- Hutchinson Institute for Cancer Outcomes Research, Fred Hutchinson Cancer Research Center, Seattle, WA.,Division of Medical Oncology, University of Washington School of Medicine, Seattle, WA
| | - Li Li
- Hutchinson Institute for Cancer Outcomes Research, Fred Hutchinson Cancer Research Center, Seattle, WA
| | - Catherine Fedorenko
- Hutchinson Institute for Cancer Outcomes Research, Fred Hutchinson Cancer Research Center, Seattle, WA
| | - Hayley Sanchez
- Hutchinson Institute for Cancer Outcomes Research, Fred Hutchinson Cancer Research Center, Seattle, WA
| | | | - Sara Khor
- The Comparative Health Outcomes, Policy, and Economics (CHOICE) Institute, University of Washington, Seattle, WA
| | - Karma Kreizenbeck
- Hutchinson Institute for Cancer Outcomes Research, Fred Hutchinson Cancer Research Center, Seattle, WA
| | - Scott Ramsey
- Hutchinson Institute for Cancer Outcomes Research, Fred Hutchinson Cancer Research Center, Seattle, WA
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31
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Aggarwal A, Lievens Y, Sullivan R, Nolte E. What Really Matters for Cancer Care – Health Systems Strengthening or Technological Innovation? Clin Oncol (R Coll Radiol) 2022; 34:430-435. [DOI: 10.1016/j.clon.2022.02.012] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2021] [Revised: 01/29/2022] [Accepted: 02/15/2022] [Indexed: 12/24/2022]
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Su LJ, O'Connor SN, Chiang TC. Association Between Household Income and Self-Perceived Health Status and Poor Mental and Physical Health Among Cancer Survivors. Front Public Health 2021; 9:752868. [PMID: 34950625 PMCID: PMC8688689 DOI: 10.3389/fpubh.2021.752868] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2021] [Accepted: 11/12/2021] [Indexed: 01/11/2023] Open
Abstract
Background: Health-related quality of life (HRQoL) is multidimensional and is composed of, at a minimum, self-perceived health status, physical functioning, and psychological well-being. HRQoL measures reflect the extent of disability and dysfunction associated with a chronic disease such as cancer. The objective of this study is to examine factors associated with HRQoL among cancer survivors. Methods: Data from the 2009 Behavioral Risk Factor Surveillance System survey was used to examine factors associated with HRQoL among participants who reported having ever been diagnosed with cancer. Four questions associated with HRQoL included self-perceived health status, number of bad physical health days, and number of bad mental health days per month. Least square regression and logistic regression models, adjusted for confounding variables, were used for an ordinal and dichotomous [5 (bad) vs. 1–4 (excellent, very good, good, fair)] scale of HRQoL, respectively. Results: Fifty nine thousand one hundred seventy three participants reported having ever been diagnosed with cancer. Adjusted mean self-perceived health status (5-point scale) among survivors of thyroid, colon, lung, cervical, breast, prostate, and ovarian cancer was 3.83 (0.05), 4.02 (0.04), 4.36 (0.06), 3.77 (0.03), 3.88 (0.03), 3.78 (0.04), and 3.96 (0.05), respectively. After adjusting for confounders, a positive dose-response effect was observed between income range and all three HRQoL measures across all seven cancer sites. Income was consistently and inversely associated with a higher chance for reporting poorer HRQoL [OR: 0.64, 95% CI: 0.57–0.71], [OR: 0.63, 95% CI: 0.48–0.82], [OR: 0.67, 95% CI: 0.56–0.80], [OR: 0.69, 95% CI: 0.56–0.86], [OR: 0.55, 95% CI: 0.49–0.62], [OR:0.55, 95% CI: 0.44–0.69], [OR: 0.75, 95% CI: 0.62–0.91] among those with thyroid, colon, lung, cervical, breast, prostate, and ovarian cancer, respectively. Discussion: This study found that income range was associated with HRQoL among cancer survivors. It is plausible that financial resources may lessen the overall burden of cancer survivors, which could improve health-related quality of life among cancer survivors.
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Affiliation(s)
- L Joseph Su
- Department of Epidemiology, Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences, Little Rock, AR, United States
| | - Sarah N O'Connor
- Department of Epidemiology, Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences, Little Rock, AR, United States
| | - Tung-Chin Chiang
- Department of Environmental and Occupational Health, Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences, Little Rock, AR, United States
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Danhauer SC, Canzona M, Tucker-Seeley RD, Reeve BB, Nightingale CL, Howard DS, Puccinelli-Ortega N, Little-Greene D, Salsman JM. Stakeholder-informed conceptual framework for financial burden among adolescents and young adults with cancer. Psychooncology 2021; 31:597-605. [PMID: 34699110 DOI: 10.1002/pon.5843] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2021] [Revised: 10/15/2021] [Accepted: 10/18/2021] [Indexed: 11/09/2022]
Abstract
BACKGROUND Cancer and its treatments can result in substantial financial burden that may be especially distressing for adolescents and young adults (AYAs) since they are at a developmental stage focused on completing one's education and establishing independence. The purpose of this study was to develop a conceptual model of financial burden among AYA cancer patients to inform development of a financial burden measure. METHODS In-depth concept elicitation interviews were conducted with a purposive-selected stakeholder sample (36 AYAs and 36 AYA oncology health care providers). The constant comparative method was used to identify themes that illustrate AYAs' experience of financial burden by stakeholder groups. RESULTS Eleven financial burden themes emerged: (1) impact of socioeconomic status and age; (2) significant cancer costs; (3) indirect cost "ripple effects"; (4) limited awareness of costs (adolescents); (5) emotional impact; (6) feeling overwhelmed navigating the health care system; (7) treatment decision modifications; (8) reducing spending; (9) coping strategies; (10) financial support; and (11) long-lasting impact. The conceptual model highlights the importance of material, psychosocial, and behavioral domains of financial burden with an emphasis on phase along the cancer continuum and developmental stage in the experience of financial burden for AYAs. CONCLUSIONS Issues presented in the voice of AYA patients and providers highlight the profound impact of financial burden in this survivor group. The next step in this work will be to develop and test a patient-reported measure of financial burden among AYA cancer survivors.
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Affiliation(s)
- Suzanne C Danhauer
- Department of Social Sciences & Health Policy, Wake Forest School of Medicine, Winston Salem, North Carolina, USA
| | - Mollie Canzona
- Department of Communication, Wake Forest University, Winston Salem, North Carolina, USA
| | - Reginald D Tucker-Seeley
- Leonard Davis School of Gerontology, University of Southern California, Los Angeles, California, USA
| | - Bryce B Reeve
- Department of Population Health Sciences, Duke University School of Medicine, Durham, North Carolina, USA
| | - Chandylen L Nightingale
- Department of Social Sciences & Health Policy, Wake Forest School of Medicine, Winston Salem, North Carolina, USA
| | - Dianna S Howard
- Department of Internal Medicine, Section on Hematology and Oncology, Wake Forest School of Medicine, Winston Salem, North Carolina, USA
| | - Nicole Puccinelli-Ortega
- Department of Social Sciences & Health Policy, Wake Forest School of Medicine, Winston Salem, North Carolina, USA
| | - Denisha Little-Greene
- Department of Social Sciences & Health Policy, Wake Forest School of Medicine, Winston Salem, North Carolina, USA
| | - John M Salsman
- Department of Social Sciences & Health Policy, Wake Forest School of Medicine, Winston Salem, North Carolina, USA
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34
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Desai A, Jella TK, Cwalina TB, Wright CH, Wright J. Demographic Analysis of Financial Hardships Faced by Brain Tumor Survivors. World Neurosurg 2021; 158:e111-e121. [PMID: 34687933 DOI: 10.1016/j.wneu.2021.10.124] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2021] [Revised: 10/13/2021] [Accepted: 10/15/2021] [Indexed: 12/20/2022]
Abstract
OBJECTIVE Quantitative analysis of the financial hardship faced by patients with brain tumors is lacking. The present study sought to conduct a longitudinal analysis of responses to the National Health Interview Survey by patients diagnosed with brain tumors and characterize the impact of demographic factors on financial hardship indices. METHODS National Health Interview Survey respondents between 1997 and 2018 who reported previous diagnosis with cancer of the brain and who responded to 4 survey questions that assessed financial stress were included. Sociodemographic exposures included age, ethnicity/race, marriage status, insurance status, and degree of highest educational attainment. RESULTS Educational attainment, marital status, and insurance status were the most significant risk factors for temporary or indefinite delays to necessary medical care. Those with only a high-school diploma had 9.6 times higher odds (adjusted odds ratio, 9.68; 95% confidence interval, 2.96-31.70; P < 0.001) of reporting that, in the past 12 months, one of their family members had to limit their medical care in an effort to save money. Similarly, patients with brain tumors who were not married had 3.94 times greater odds (adjusted odds ratio, 3.94; 95% confidence interval, 1.49-10.44; P = 0.009) of avoiding necessary medical care because of an inability to afford it. CONCLUSIONS Given this variation in self-reported financial burden, demographics clearly have an impact on a patient's holistic experience after a brain cancer diagnosis. Therefore, by using the comparisons in this study, we hope that medical institutions and neurosurgical societies can more accurately predict which patients are most susceptible to significant financial stress and distribute resources accordingly.
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Affiliation(s)
- Ansh Desai
- Case Western Reserve University School of Medicine, Cleveland, Ohio, USA
| | - Tarun K Jella
- Case Western Reserve University School of Medicine, Cleveland, Ohio, USA
| | - Thomas B Cwalina
- Case Western Reserve University School of Medicine, Cleveland, Ohio, USA
| | - Christina Huang Wright
- Department of Neurosurgery, Cleveland Clinic Foundation, Cleveland, Ohio, USA; Department of Neurosurgery, University Hospitals Cleveland Medical Center, Cleveland, Ohio, USA
| | - James Wright
- Department of Neurosurgery, Cleveland Clinic Foundation, Cleveland, Ohio, USA; Department of Neurosurgery, University Hospitals Cleveland Medical Center, Cleveland, Ohio, USA.
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Doherty M, Gardner D, Finik J. The financial coping strategies of US cancer patients and survivors. Support Care Cancer 2021; 29:5753-5762. [PMID: 33738592 PMCID: PMC10135417 DOI: 10.1007/s00520-021-06113-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2020] [Accepted: 02/26/2021] [Indexed: 01/19/2023]
Abstract
PURPOSE Coping behaviors may play a mediating role in producing the negative health outcomes observed in financially burdened cancer patients and survivors. METHODS Exploratory factor and latent class analysis of survey data. RESULTS A total of 510 people completed the survey, ages ranged from 25 to over 75 [over half greater than 55 years old (57.8%)]. Most respondents identified as female (64.7%), white (70.8%), or African American (18.6%). A four-factor model of financial coping was revealed: care-altering, lifestyle-altering, self-advocacy, and financial help-seeking. Respondents grouped into three financial coping classes: low burden/low coping (n = 212), high self-advocacy (n = 143), and high burden/high coping (n = 155). African American respondents were at far greater odds than white respondents of being in the high burden/high coping class (OR = 5.82, 95% CI 3.01-6.64) or the self-advocacy class (OR = 1.99, 95% CI 1.19-2.80) than the low burden/low coping class. Compared to respondents aged 65 years and older, those 35-44 were more likely in the high burden/high coping class (OR = 12.27, 95% CI 7.03-19.87) and the high self-advocacy class (OR = 7.08, 95% CI 5.89-8.28) than the low burden/low coping class. CONCLUSION One-third of respondents were in the high burden/high coping class. Age and race/ethnicity were significantly associated with class membership. Some coping strategies may compromise health and well-being. Program and policy interventions that reduce the odds that patients will use strategies that undermine treatment outcomes and increase patient use of protective strategies are needed.
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Affiliation(s)
- Meredith Doherty
- Immigrant Health and Cancer Disparities, Memorial Sloan Kettering Cancer Center, 485 Lexington Ave, New York, NY, 10017, USA.
| | - Daniel Gardner
- Silberman School of Social Work, Hunter College City University of New York, New York, NY, 10021, USA
| | - Jackie Finik
- Immigrant Health and Cancer Disparities, Memorial Sloan Kettering Cancer Center, 485 Lexington Ave, New York, NY, 10017, USA
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36
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Edward JS, Rayens MK, Zheng X, Vanderpool RC. The association of health insurance literacy and numeracy with financial toxicity and hardships among colorectal cancer survivors. Support Care Cancer 2021; 29:5673-5680. [PMID: 33594514 PMCID: PMC8368090 DOI: 10.1007/s00520-021-06036-9] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2020] [Accepted: 01/28/2021] [Indexed: 11/29/2022]
Abstract
PURPOSE In this study, we examined the association of financial hardship measured by material financial burden and financial toxicity with health insurance literacy and numeracy among colorectal cancer survivors. The lack of evidence on the impact of cost-related health literacy, specifically health insurance literacy and numeracy, on financial toxicity among cancer survivors warrants further research. METHODS Between January and November 2019, we used a cross-sectional research design to collect surveys from 104 colorectal cancer survivors (diagnosed within last 5 years) from the Kentucky Cancer Registry. Survey items assessed health insurance literacy (measured by confidence and behaviors in choosing and using health insurance), numeracy, material financial burden, and financial toxicity, in addition to socio-demographic variables. Survey data were subsequently linked to the participant's cancer registry record. Data were analyzed using descriptive, bivariate, and multiple linear regression analyses. RESULTS The mean financial toxicity score was 24.5, with scores ranging from 3 to 43 (higher scores indicating greater financial toxicity). Eighty percent of participants indicated they had experienced one or more material burdens related to their cancer. The majority had adequate health insurance (79%); however, the majority also had low numeracy (84%). After controlling for socio-demographic covariates, significant predictors of greater financial toxicity were high material burden scores, low health insurance literacy, and low numeracy. CONCLUSIONS Findings indicate the need to develop programs and interventions aimed at improving health insurance literacy and numeracy as a strategy for reducing financial toxicity and hardships among colorectal cancer survivors.
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Affiliation(s)
- Jean S Edward
- College of Nursing and Markey Cancer Center, University of Kentucky, 751 Rose St., Room 557, Lexington, KY, 40536, USA.
| | - Mary Kay Rayens
- College of Nursing and Markey Cancer Center, University of Kentucky, 751 Rose St., Room 557, Lexington, KY, 40536, USA
| | - Xiaomei Zheng
- Appalachian Career Training in Oncology (ACTION) Program, University of Kentucky, 800 Rose Street, Lexington, KY, 40536, USA
| | - Robin C Vanderpool
- College of Public Health, University of Kentucky, 111 Washington Ave, Lexington, KY, 40536, USA
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37
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Doherty MJ, Thom B, Gany F. Evidence of the Feasibility and Preliminary Efficacy of Oncology Financial Navigation: A Scoping Review. Cancer Epidemiol Biomarkers Prev 2021; 30:1778-1784. [PMID: 34341051 DOI: 10.1158/1055-9965.epi-20-1853] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2020] [Revised: 03/24/2021] [Accepted: 07/28/2021] [Indexed: 11/16/2022] Open
Abstract
One in three cancer patients reports financial hardship. Cancer-related financial hardship is associated with diminished quality of life, treatment nonadherence, and early mortality. Over 80% of NCI-designated cancer centers provide some form of oncology financial navigation (OFN). Although interest in OFN has grown, there is little scientific evidence to guide care delivery. We conducted a scoping review to assess the evidence of OFN's feasibility and preliminary efficacy and determine its core components/functions. Papers were included that (i) evaluated a clinical intervention to reduce financial hardship in patients with cancer or caregivers by facilitating access to resources, (ii) were conducted in the United States, and (iii) were published since 2000. Of 681 titles, 66 met criteria for full-text review, and six met full inclusion/exclusion criteria. The FN literature consists of descriptive studies and pilot trials focused on feasibility, acceptability, and preliminary efficacy. The studies showed that OFN implementation and evaluation are feasible; however, efficacy was difficult to evaluate because the studies were limited by small sample sizes (attributed to low patient participation). Most studies were conducted in urban, academic medical centers-which are less likely to be used by the poor and patients of color, who have the highest risk of financial hardship. The studies did not attempt to address the issue of underlying poverty at the individual and community level and whether OFN could be effectively adapted for these care environments. Future OFN programs must be tested with underserved and racially diverse patient populations, and evaluation efforts should aim to understand patient-reported barriers to participation.
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Affiliation(s)
- Meredith J Doherty
- School of Social Policy & Practice, University of Pennsylvania, Philadelphia, Pennsylvania.
| | - Bridgette Thom
- Memorial Sloan Kettering Cancer Center, New York City, New York
| | - Francesca Gany
- Memorial Sloan Kettering Cancer Center, New York City, New York.,Weill Cornell School of Medicine, New York City, New York
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Sadigh G, Switchenko J, Weaver KE, Elchoufi D, Meisel J, Bilen MA, Lawson D, Cella D, El-Rayes B, Carlos R. Correlates of financial toxicity in adult cancer patients and their informal caregivers. Support Care Cancer 2021; 30:217-225. [PMID: 34255179 DOI: 10.1007/s00520-021-06424-1] [Citation(s) in RCA: 36] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2021] [Accepted: 07/08/2021] [Indexed: 11/25/2022]
Abstract
BACKGROUND Financial toxicity is commonly reported by cancer patients, but few studies have assessed caregiver perceptions. We aimed to validate the modified Comprehensive Score for Financial Toxicity (COST) in cancer caregivers, identify factors associated with financial toxicity in both patients and caregivers, and assess the association of caregiver financial toxicity with patient and caregiver outcomes. METHODS Using a convenience sampling method, 100 dyads of adult cancer patients and a primary caregiver visiting outpatient oncology clinics (Jan-Sep 2019) were recruited. We assessed the internal consistency and convergent and divergent validity of the modified COST. Multivariable analyses identified correlates of financial toxicity. Association of financial toxicity with care non-adherence, lifestyle-altering behaviors (e.g., home refinance/sale, retirement/saving account withdrawal), and quality of life (QOL) was investigated. RESULTS Recruited patient vs. caregiver characteristics were as follows: mean age: 60.6 vs. 56.5; 34% vs. 46.4% female; 79% vs. 81.4% white. The caregiver COST measure demonstrated high internal consistency (Cronbach α = 0.91). In patients, older age (B, 0.3 [95% CI, 0.1-0.4]) and higher annual household income (B, 14.3 [95% CI, 9.3-19.4]) correlated with lower financial toxicity (P < 0.05). In caregivers, lower patient financial toxicity (B, 0.4 [95% CI, 0.2-0.6]) and cancer stages 1-3 (compared to stage 4) (B, 4.6 [95% CI, 0.4-8.8]) correlated with lower financial toxicity (P < 0.05). Increased caregiver financial toxicity correlated with higher care non-adherence in patients, increased lifestyle-altering behaviors, and lower QOL in patients and caregivers (P < 0.05). CONCLUSION The COST measure can also be used to assess caregiver financial toxicity. Caregivers' financial toxicity was associated with negative outcomes for both dyad members.
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Affiliation(s)
- Gelareh Sadigh
- Department of Radiology and Imaging Sciences, Emory University School of Medicine, 1364 Clifton Rd, Suite BG20, Atlanta, GA, 30322, USA.
| | - Jeffrey Switchenko
- Department of Epidemiology, Emory University Rollins School of Public Health, Atlanta, GA, USA
| | - Kathryn E Weaver
- Department of Social Sciences and Health Policy, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Deema Elchoufi
- Department of Family Medicine and Community Health, Duke University School of Medicine, Durham, NC, USA
| | - Jane Meisel
- Department of Hematology and Oncology, Winship Cancer Institute of Emory University School of Medicine, Atlanta, GA, USA
| | - Mehmet Asim Bilen
- Department of Hematology and Oncology, Winship Cancer Institute of Emory University School of Medicine, Atlanta, GA, USA
| | - David Lawson
- Department of Hematology and Oncology, Winship Cancer Institute of Emory University School of Medicine, Atlanta, GA, USA
| | - David Cella
- Department of Medical Social Sciences, Northwestern University, Chicago, IL, USA
| | - Bassel El-Rayes
- Department of Hematology and Oncology, Winship Cancer Institute of Emory University School of Medicine, Atlanta, GA, USA
| | - Ruth Carlos
- Department of Radiology, University of Michigan, Ann Arbor, MI, USA
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Cheung CK, Nishimoto PW, Katerere-Virima T, Helbling LE, Thomas BN, Tucker-Seeley R. Capturing the financial hardship of cancer in military adolescent and young adult patients: A conceptual framework. J Psychosoc Oncol 2021; 40:473-490. [PMID: 34152263 DOI: 10.1080/07347332.2021.1937771] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
OBJECTIVE Examine whether an existing conceptual framework for understanding financial hardship following a cancer diagnosis captures experiences among military adolescent and young adult (AYA) patients. METHODOLOGICAL APPROACH Investigators conducted focus groups and key informant interviews (n = 24) with active-duty military AYA cancer patients, their spouses, cancer care providers, and commanders at a military medical center and military post. FINDINGS Content analysis and thematic abstraction revealed that military AYA cancer patients' experiences of financial hardship occur within material, psychosocial, and behavioral domains that are situated within the contextual influences of AYA development and military culture. Subsequently, investigators constructed an expanded conceptual framework for understanding the financial hardship of cancer to capture these contexts. CONCLUSION Differentiating experiences of financial hardship into material, psychosocial, and behavioral domains situated within life course development and occupational culture contexts, may inform development of interventions with aspects of financial hardship most impacted by cancer care.
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Affiliation(s)
| | | | | | - Laura E Helbling
- University of Maryland School of Social Work, Baltimore, MD, USA
| | | | - Reginald Tucker-Seeley
- Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA, USA
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40
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Salsman JM, Danhauer SC, Moore JB, Ip EH, McLouth LE, Nightingale CL, Cheung CK, Bingen K, Tucker-Seeley RD, Little-Greene D, Howard DS, Reeve BB. Systematic review of financial burden assessment in cancer: Evaluation of measures and utility among adolescents and young adults and caregivers. Cancer 2021; 127:1739-1748. [PMID: 33849081 PMCID: PMC8113116 DOI: 10.1002/cncr.33559] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2021] [Revised: 02/25/2021] [Accepted: 03/02/2021] [Indexed: 11/06/2022]
Abstract
The cost of cancer care is rising and represents a stressor that has significant and lasting effects on quality of life for many patients and caregivers. Adolescents and young adults (AYAs) with cancer are particularly vulnerable. Financial burden measures exist but have varying evidence for their validity and reliability. The goal of this systematic review is to summarize and evaluate measures of financial burden in cancer and describe their potential utility among AYAs and their caregivers. To this end, the authors searched PubMed, Embase, the Cochrane Library, CINAHL, and PsycINFO for concepts involving financial burden, cancer, and self-reported questionnaires and limited the results to the English language. They discarded meeting abstracts, editorials, letters, and case reports. The authors used standard screening and evaluation procedures for selecting and coding studies, including consensus-based standards for documenting measurement properties and study quality. In all, they screened 7250 abstracts and 720 full-text articles to identify relevant articles on financial burden. Eighty-six articles met the inclusion criteria. Data extraction revealed 64 unique measures for assessing financial burden across material, psychosocial, or behavioral domains. One measure was developed specifically for AYAs, and none were developed for their caregivers. The psychometric evidence and study qualities revealed mixed evidence of methodological rigor. In conclusion, several measures assess the financial burden of cancer. Measures were primarily designed and evaluated in adult patient populations with little focus on AYAs or caregivers despite their increased risk of financial burden. These findings highlight opportunities to adapt and test existing measures of financial burden for AYAs and their caregivers.
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Affiliation(s)
| | | | | | - Edward H. Ip
- Wake Forest School of Medicine, Winston Salem, NC
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Sadigh G, Switchenko J, Lava N, Duszak R, Krupinski EA, Meltzer CC, Carlos RC. Longitudinal changes of financial hardship in patients with multiple sclerosis. Mult Scler Relat Disord 2021; 53:103037. [PMID: 34077829 DOI: 10.1016/j.msard.2021.103037] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2021] [Revised: 05/03/2021] [Accepted: 05/13/2021] [Indexed: 01/03/2023]
Abstract
OBJECTIVE To measure the longitudinal changes in three domains of financial hardship (i.e., financial worry, cost-related care non-adherence, material hardship) in patients with MS. METHODS A convenience sample of 559 adult patients with a known diagnosis of MS visiting a single outpatient neurology clinic between July 2018 to February 2020 were approached. Patients completed surveys at baseline and 3, 6, 9, and 12 months post-enrollment. Outcomes included financial worry (using Comprehensive Score for Financial Toxicity Patient-Reported Outcome (COST)), cumulative cost-related care non-adherence, and cumulative financial hardship as adopted by Medical Expenditure Panel Survey (MEPS). Associations of financial worry with care non-adherence and material hardship were assessed using ANOVA. RESULTS A total of 242 (43.3%) participated at baseline. Mean age was 43.6 ± 13.6 years (76.9% female; 46.4% White); median months from diagnosis was 63 (IQR, 28-120). The mean COST score at enrollment was 17.43 (± 10.15) and increased to 19.41 (± 11.12) at 12 months (p = 0.09). Cumulative cost-related MS care non-adherence increased from 32.6% at baseline to 53.3% at 12 months (20.7% increase; p <0.001). Cumulative material hardship increased from 61.6% at baseline to 76.0% at 12 months (14.4% increase; p<0.001). Changes in COST score from baseline to 12 months were significantly associated with changes in non-adherence and material hardship (p<0.01). CONCLUSION AND RELEVANCE Cost-related care non-adherence and material hardship accumulate progressively over time and correlates with financial worry. Clinical practices should focus on screening those at risk and intervene with the goal of mitigating costs of care and improving patient outcomes.
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Affiliation(s)
- Gelareh Sadigh
- Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, GA, United States.
| | - Jeffrey Switchenko
- Department of Epidemiology, Emory University Rollins School of Public Health, Atlanta, GA, United States
| | - Neil Lava
- Department of Neurology, Emory University School of Medicine, Atlanta, GA, United States
| | - Richard Duszak
- Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, GA, United States
| | - Elizabeth A Krupinski
- Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, GA, United States
| | - Carolyn C Meltzer
- Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, GA, United States; Department of Neurology, Emory University School of Medicine, Atlanta, GA, United States
| | - Ruth C Carlos
- Department of Radiology, University of Michigan, Ann Arbor, MI, United States
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Sedhom R, MacNabb L, Smith TJ, Yabroff KR. How palliative care teams can mitigate financial toxicity in cancer care. Support Care Cancer 2021; 29:6175-6177. [PMID: 33990880 PMCID: PMC8121490 DOI: 10.1007/s00520-021-06288-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Accepted: 05/09/2021] [Indexed: 11/30/2022]
Abstract
The disruption to patient and family well-being introduced by the rising costs of cancer care is a growing clinical problem. In addition to logistical questions, there is a compelling, existential one: “How should healthcare teams address patient and caregiver distress and uncertainty from financial toxicity?” We argue that the principles and practice of palliative care can help alleviate this element and often unaddressed component of human suffering.
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Affiliation(s)
- Ramy Sedhom
- Department of Supportive Care, Memorial Sloan Kettering, New York, NY, USA. .,Supportive Care Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA.
| | - Lindsey MacNabb
- Palliative Care Program, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Thomas J Smith
- Palliative Care Program, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - K Robin Yabroff
- Surveillance and Health Services Research, American Cancer Society, Atlanta, GA, USA
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43
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Lu AD, Zheng Z, Han X, Qi R, Zhao J, Yabroff KR, Nathan PC. Medical Financial Hardship in Survivors of Adolescent and Young Adult Cancer in the United States. J Natl Cancer Inst 2021; 113:997-1004. [PMID: 33839786 DOI: 10.1093/jnci/djab013] [Citation(s) in RCA: 42] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2020] [Revised: 11/27/2020] [Accepted: 01/11/2021] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Cancer and its treatment can result in lifelong medical financial hardship, which we aimed to describe among adult survivors of adolescent and young adult (AYA) cancers in the United States. METHODS We identified adult (aged ≥18 years) survivors of AYA cancers (diagnosed ages 15-39 years) and adults without a cancer history from the 2010-2018 National Health Interview Surveys. Proportions of respondents reporting measures in different hardship domains (material [eg, problems paying bills], psychological [eg, distress], and behavioral [eg, forgoing care due to cost]) were compared between groups using multivariable logistic regression models and hardship intensity (cooccurrence of hardship domains) using ordinal logistic regression. Cost-related changes in prescription medication use were assessed separately. RESULTS A total of 2588 AYA cancer survivors (median = 31 [interquartile range = 26-35] years at diagnosis; 75.0% more than 6 years and 50.0% more than 16 years since diagnosis) and 256 964 adults without a cancer history were identified. Survivors were more likely to report at least 1 hardship measure in material (36.7% vs 27.7%, P < .001) and behavioral (28.4% vs 21.2%, P < .001) domains, hardship in all 3 domains (13.1% vs 8.7%, P < .001), and at least 1 cost-related prescription medication nonadherence (13.7% vs 10.3%, P = .001) behavior. CONCLUSIONS Adult survivors of AYA cancers are more likely to experience medical financial hardship across multiple domains compared with adults without a cancer history. Health-care providers must recognize this inequity and its impact on survivors' health, and multifaceted interventions are necessary to address underlying causes.
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Affiliation(s)
- Amy D Lu
- Department of Paediatrics, University of Toronto, Toronto, ON, Canada
| | - Zhiyuan Zheng
- Surveillance and Health Services Research, American Cancer Society, Atlanta, GA, USA
| | - Xuesong Han
- Surveillance and Health Services Research, American Cancer Society, Atlanta, GA, USA
| | - Ruowen Qi
- Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Jingxuan Zhao
- Surveillance and Health Services Research, American Cancer Society, Atlanta, GA, USA
| | - K Robin Yabroff
- Surveillance and Health Services Research, American Cancer Society, Atlanta, GA, USA
| | - Paul C Nathan
- Department of Paediatrics, University of Toronto, Toronto, ON, Canada.,Division of Haematology/Oncology, Hospital for Sick Children, Toronto, ON, Canada
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de Moor JS, Mollica M, Sampson A, Adjei B, Weaver SJ, Geiger AM, Kramer BS, Grenen E, Miscally M, Ciolino HP. Delivery of Financial Navigation Services Within National Cancer Institute-Designated Cancer Centers. JNCI Cancer Spectr 2021; 5:pkab033. [PMID: 34222790 DOI: 10.1093/jncics/pkab033] [Citation(s) in RCA: 37] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2020] [Revised: 03/05/2021] [Accepted: 04/07/2021] [Indexed: 01/08/2023] Open
Abstract
Background Cancer centers have a responsibility to help patients manage the costs of their cancer treatment. This article describes the availability of financial navigation services within the National Cancer Institute (NCI)-designated cancer centers. Methods Data were obtained from the NCI Survey of Financial Navigation Services and Research, an online survey administered to NCI-designated cancer centers from July to September 2019. Of the 62 eligible centers, 57 completed all or most of the survey, for a response rate of 90.5%. Results Nearly all cancer centers reported providing help with applications for pharmaceutical assistance programs and medical discounts (96.5%), health insurance coverage (91.2%), assistance with nonmedical costs (96.5%), and help understanding medical bills and out-of-pocket costs (85.9%). Although other services were common, in some cases they were only available to certain patients. These services included direct financial assistance with medical and nonmedical costs and referrals to outside organizations for financial assistance. The least common services included medical debt management (63.2%), detailed discussions about the cost of treatment (54.4%), and guidance about legal protections (50.1%). Providing treatment cost transparency to patients was reported as a common challenge: 71.9% of centers agreed or strongly agreed that it is difficult to determine how much a cancer patient's treatment will cost, and 70.2% of oncologists are reluctant to discuss financial issues with patients. Conclusions Cancer centers provide many financial services and resources. However, there remains a need to build additional capacity to deliver comprehensive financial navigation services and to understand the extent to which patients are referred and helped by these services.
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Affiliation(s)
- Janet S de Moor
- Division of Cancer Control and Population Sciences, National Cancer Institute, Rockville, MD, USA
| | - Michelle Mollica
- Division of Cancer Control and Population Sciences, National Cancer Institute, Rockville, MD, USA
| | - Annie Sampson
- Division of Cancer Control and Population Sciences, National Cancer Institute, Rockville, MD, USA
| | - Brenda Adjei
- Division of Cancer Control and Population Sciences, National Cancer Institute, Rockville, MD, USA
| | - Sallie J Weaver
- Division of Cancer Control and Population Sciences, National Cancer Institute, Rockville, MD, USA
| | - Ann M Geiger
- Division of Cancer Control and Population Sciences, National Cancer Institute, Rockville, MD, USA
| | - Barnett S Kramer
- Division of Cancer Control and Population Sciences, National Cancer Institute, Rockville, MD, USA
| | | | | | - Henry P Ciolino
- Office of Cancer Centers, National Cancer Institute, Rockville, MD, USA
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45
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Meernik C, Sandler DP, Peipins LA, Hodgson ME, Blinder VS, Wheeler SB, Nichols HB. Breast Cancer-Related Employment Disruption and Financial Hardship in the Sister Study. JNCI Cancer Spectr 2021; 5:pkab024. [PMID: 34104865 PMCID: PMC8178802 DOI: 10.1093/jncics/pkab024] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2020] [Revised: 02/16/2021] [Accepted: 02/18/2021] [Indexed: 01/22/2023] Open
Abstract
Background More than one-half of breast cancer cases are diagnosed among women aged younger than 62 years, which may result in employment challenges. This study examined whether cancer-related employment disruption was associated with increased financial hardship in a national US study of women with breast cancer. Methods Women with breast cancer who were enrolled in the Sister or Two Sister Studies completed a survivorship survey in 2012. Employment disruption was defined as stopping work completely or working fewer hours after diagnosis. Financial hardship was defined as: 1) experiencing financial problems paying for cancer care, 2) borrowing money or incurring debt, or 3) filing for bankruptcy because of cancer. Prevalence ratios and 95% confidence intervals for the association between employment disruption and financial hardship were estimated using multivariable Poisson regression with robust variance. Results We analyzed data from women employed at diagnosis (n = 1628). Women were a median age of 48 years at diagnosis and 5.6 years from diagnosis at survey completion. Overall, 27.3% of women reported employment disruption (15.4% stopped working; 11.9% reduced hours), and 21.0% experienced financial hardship (16.0% had difficulty paying for care; 12.6% borrowed money or incurred debt; 1.8% filed for bankruptcy). In adjusted analysis, employment disruption was associated with nearly twice the prevalence of financial hardship (prevalence ratio = 1.93, 95% confidence interval = 1.58 to 2.35). Conclusions Women experiencing employment disruptions after breast cancer may be more vulnerable to financial hardship. Findings highlight the need to target risk factors for employment disruption, facilitate return to work or ongoing employment, and mitigate financial consequences after cancer.
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Affiliation(s)
- Clare Meernik
- Department of Epidemiology, University of North Carolina at Chapel Hill, Gillings School of Global Public Health, Chapel Hill, NC, USA
| | - Dale P Sandler
- Epidemiology Branch, Division of Intramural Research, National Institute of Environmental Health Sciences, National Institutes of Health, Department of Health and Human Services, Durham, NC, USA
| | - Lucy A Peipins
- Epidemiology and Applied Research Branch, Division of Cancer Prevention and Control, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | | | - Victoria S Blinder
- Department of Medicine and Department of Psychiatry and Behavioral Sciences, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Stephanie B Wheeler
- Department of Health Policy and Management, University of North Carolina at Chapel Hill Gillings School of Global Public Health, Chapel Hill, NC, USA.,Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Hazel B Nichols
- Department of Epidemiology, University of North Carolina at Chapel Hill, Gillings School of Global Public Health, Chapel Hill, NC, USA.,Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
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Jella TK, Cwalina TB, Treisman J, Hamadani M. Risk Factors for Cost-Related Delays to Medical Care Among Lymphoma Patients: A 22-Year Analysis of a Nationally Representative Sample. CLINICAL LYMPHOMA MYELOMA & LEUKEMIA 2021; 21:e619-e625. [PMID: 33785298 DOI: 10.1016/j.clml.2021.02.013] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/22/2021] [Revised: 02/24/2021] [Accepted: 02/27/2021] [Indexed: 12/17/2022]
Abstract
BACKGROUND An estimated 85,000 cases of lymphoma (Hodgkin and non-Hodgkin lymphoma) were diagnosed in the United States in 2020. Financial insecurity is known to negatively impact health outcomes. In 2021, as Americans continue to file for unemployment at rates far above pre-COVID-19 pandemic peak levels, there is a persistent need to address the economic burden of diagnoses and threat of financial stressors and its related conditions, which are already known to cause substantial economic burden. PATIENTS AND METHODS Data were obtained from the National Health Interview Survey (NHIS), a cross-sectional survey conducted annually by the National Center for Health Statistics. Two questions were asked of patients to identify potential risk factors of financial insecurity regarding patients' ability to pay medical bills. NHIS respondents between the years 1997 and 2018 self-reporting a history of lymphoma diagnoses was included in the analysis. RESULTS Among over 2 million respondents to the NHIS between 1997 and 2018, 1619 individuals reported a history of lymphoma; 9.95% reported delaying medical care due to cost within the previous 12 months; and 6.52% reported not being able to afford medical care in the previous 12 months. Among the subgroups that had the highest risk of delaying medical care were patients between the ages of 25 and 64 years and the uninsured. CONCLUSION Financial burdens impede patients' abilities to access and adhere to care, which can contribute to poorer health outcomes. As financially insecure patients continue to present with lymphoma diagnoses, it is vital for practicing hematologists to understand the links among health care, financial insecurity, and demographic risk factors in order to devise and implement appropriate interventions.
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Affiliation(s)
- Taral K Jella
- Department of Liberal Arts, Emory University, Atlanta, GA
| | - Thomas B Cwalina
- Case Western Reserve University School of Medicine, Cleveland, OH; Katz School of Business, University of Pittsburgh, Pittsburgh, PA
| | | | - Mehdi Hamadani
- Division of Hematology and Oncology, Department of Medicine, Medical College of Wisconsin, Milwaukee, WI.
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47
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Thomas T, Hughes T, Mady L, Belcher SM. Financial Toxicity: A Review of the Literature and Nursing Opportunities. Clin J Oncol Nurs 2020; 23:5-13. [PMID: 31538991 DOI: 10.1188/19.cjon.s2.5-13] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
BACKGROUND Studies have demonstrated the negative effects of the costs of cancer care on the health and well-being of patients with cancer. Nurses require knowledge of the risk factors, experiences, and outcomes associated with financial toxicity prior to designing evidence-based studies and protocols to address financial toxicity. OBJECTIVES This article summarizes the state of the science in financial toxicity among patients with cancer, with the goal of guiding nurses in leading research and evidence-based practice efforts to decrease the impact of financial toxicity on patient outcomes. METHODS The authors reviewed published research, theoretical models, and research grants that focus on financial toxicity among patients with cancer. The authors also synthesized study findings and project goals while emphasizing opportunities for nurses to meaningfully engage within this area as researchers and clinicians. FINDINGS Substantial cross-sectional descriptive work documents the risk factors, experiences, and outcomes of financial toxicity. Future work should address methodologic concerns by using comprehensive, validated measures and applying conceptual models to design and test financial toxicity interventions using prospective, rigorous methodologies. The authors propose a conceptual model to assist researchers and clinicians.
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48
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Zhao J, Han X, Nogueira L, Zheng Z, Jemal A, Yabroff KR. Health Insurance Coverage Disruptions and Access to Care and Affordability among Cancer Survivors in the United States. Cancer Epidemiol Biomarkers Prev 2020; 29:2134-2140. [PMID: 32868319 DOI: 10.1158/1055-9965.epi-20-0518] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2020] [Revised: 06/30/2020] [Accepted: 08/17/2020] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Lack of health insurance is associated with having problems with access to high-quality care. We estimated prevalence and evaluated associations of insurance coverage disruptions and access to health care and affordability among cancer survivors in the United States. METHODS Adult cancer survivors ages 18 to 64 years with current private or public health insurance were identified from the 2011 to 2018 National Health Interview Survey (n = 7,186). Health insurance coverage disruption was measured as self-reports of any time in the prior year without coverage. Outcomes included preventive services use, problems with care affordability, and cost-related medication nonadherence in the prior year. We used separate multivariable logistic models to evaluate associations between coverage disruptions and study outcomes by current insurance coverage. RESULTS Among currently insured survivors, 3.7% [95% confidence interval (95% CI), 3.0%-4.4%] with private, and 7.8% (95% CI, 6.5%-9.4%) with public insurance reported coverage disruptions in 2011 to 2018. We estimated that approximately 260,000 survivors ages 18 to 64 years had coverage disruptions in 2018. Among privately and publicly insured survivors, those with coverage disruptions were less likely to report all preventive services use (16.9% vs. 36.2%; 14.6% vs. 25.3%, respectively) and more likely to report any problems with care affordability (55.0% vs. 17.7%; 71.1% vs. 38.4%, respectively) and any cost-related medication nonadherence (39.4% vs. 10.1%; 36.5% vs. 16.3%, respectively) compared with those continuously insured (all P < 0.05). CONCLUSIONS Coverage disruptions in the prior year were associated with problems with health care access and affordability among currently insured survivors. IMPACT Reducing coverage disruptions may help improve access and affordability for survivors.
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Affiliation(s)
- Jingxuan Zhao
- Surveillance and Health Services Research Program, American Cancer Society, Atlanta, Georgia.
| | - Xuesong Han
- Surveillance and Health Services Research Program, American Cancer Society, Atlanta, Georgia
| | - Leticia Nogueira
- Surveillance and Health Services Research Program, American Cancer Society, Atlanta, Georgia
| | - Zhiyuan Zheng
- Surveillance and Health Services Research Program, American Cancer Society, Atlanta, Georgia
| | - Ahmedin Jemal
- Surveillance and Health Services Research Program, American Cancer Society, Atlanta, Georgia
| | - K Robin Yabroff
- Surveillance and Health Services Research Program, American Cancer Society, Atlanta, Georgia
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Han X, Jemal A, Zheng Z, Sauer AG, Fedewa S, Yabroff KR. Changes in Noninsurance and Care Unaffordability Among Cancer Survivors Following the Affordable Care Act. J Natl Cancer Inst 2020; 112:688-697. [PMID: 31688923 PMCID: PMC7357320 DOI: 10.1093/jnci/djz218] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2019] [Revised: 10/15/2019] [Accepted: 10/30/2019] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Little is known about changes in socioeconomic disparities in noninsurance and care unaffordability among nonelderly cancer survivors following the Affordable Care Act (ACA). METHODS Cancer survivors aged 18-64 years nationwide were identified from the Behavioral Risk Factor Surveillance System. Trend and difference-in-differences analyses were conducted to examine changes in percent uninsured and percent reporting care unaffordability pre-(2011 to 2013) and post-(2014 to 2017) ACA Medicaid expansion, by sociodemographic factors. RESULTS A total of 118 631 cancer survivors were identified from Medicaid expansion (n = 72 124) and nonexpansion (n = 46 507) states. Following the ACA, percent uninsured and percent reporting care unaffordability decreased nationwide. Medicaid expansion was associated with a 1.8 (95% confidence interval [CI] = 0.1 to 3.5) percentage points (ppt) net decrease in noninsurance and a 2.9 (95% CI = 0.7 to 5.1) ppt net decrease in care unaffordability. In stratified analyses by sociodemographic factors, substantial decreases were observed in female survivors, those with low or medium household incomes, the unemployed, and survivors with multiple comorbidities. However, we observed slightly increased percentages in reporting noninsurance (ppt = 1.7; 95% CI = -1.2 to 4.5) and care unaffordability (ppt = 3.1, 95% CI = -0.4 to 6.5) in nonexpansion states between 2016 and 2017, translating to 67 163 and 124 160 survivors, respectively. CONCLUSION We observed reductions in disparities by sociodemographic factors in noninsurance and care unaffordability among nonelderly cancer survivors following the ACA, with largest decreases in women, those with low or medium income, multiple comorbid conditions, the unemployed, and those residing in Medicaid expansion states. However, the uptick of 82 750 uninsured survivors in 2017, mainly from nonexpansion states, is concerning. Ongoing monitoring of the effects of the ACA is warranted, especially in evaluating health outcomes.
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Affiliation(s)
- Xuesong Han
- Surveillance and Health Services Research, American Cancer Society, Atlanta, GA
| | - Ahmedin Jemal
- Surveillance and Health Services Research, American Cancer Society, Atlanta, GA
| | - Zhiyuan Zheng
- Surveillance and Health Services Research, American Cancer Society, Atlanta, GA
| | - Ann Goding Sauer
- Surveillance and Health Services Research, American Cancer Society, Atlanta, GA
| | - Stacey Fedewa
- Surveillance and Health Services Research, American Cancer Society, Atlanta, GA
| | - K Robin Yabroff
- Surveillance and Health Services Research, American Cancer Society, Atlanta, GA
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50
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Zheng Z, Han X, Zhao J, Banegas MP, Tucker-Seeley R, Rai A, Fedewa SA, Song W, Jemal A, Yabroff KR. Financial Hardship, Healthcare Utilization, and Health Among U.S. Cancer Survivors. Am J Prev Med 2020; 59:68-78. [PMID: 32564805 DOI: 10.1016/j.amepre.2020.02.016] [Citation(s) in RCA: 53] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/13/2019] [Revised: 02/16/2020] [Accepted: 02/17/2020] [Indexed: 12/14/2022]
Abstract
INTRODUCTION This study examined associations of both medical and nonmedical financial hardships with healthcare utilization and self-rated health among cancer survivors. METHODS The National Health Interview Survey (2013-2017) was used to identify cancer survivors (aged 18-64 years: n=4,939; aged ≥65 years: n=6,972). A total of 4 levels of medical financial hardship intensities were created with measures from material, psychological, and behavioral domains. A total of 5 levels of nonmedical financial hardship intensities were created with measures in food insecurity and worry about other economic needs (e.g., housing expenses). Generalized ordinal logistic regression examined associations between medical and nonmedical financial hardship intensities and emergency department visits, use of preventive services and cancer screenings, and self-rated health. All analyses were performed in 2019. RESULTS In adjusted analyses, cancer survivors with higher medical financial hardship intensity (Level 4 vs Level 1; aged 18-64 years: 42% vs 26.2%, p<0.001; aged ≥65 years: 37.6% vs 24.3%, p=0.001) and higher nonmedical financial hardship intensity (Level 5 vs Level 1; aged 18-64 years: 37.2% vs 27.9%, p=0.011) had more emergency department visits. Moreover, cancer survivors with higher medical financial hardship intensity had lower influenza vaccine (Level 4 vs Level 1; aged 18-64 years: 45.6% vs 52.5%, p=0.036; aged ≥65 years: 64.6% vs 75.6%, p=0.008) and lower breast cancer screening levels (Level 4 vs Level 1; 46.8% vs 61.2%, p=0.001). Similar patterns were found between higher financial hardship intensities and worse self-rated health. CONCLUSIONS Higher medical and nonmedical financial hardships are independently associated with more emergency department visits, lower receipt of some preventive services, and worse self-rated health in cancer survivors. With growing healthcare costs, unmet medical and nonmedical financial needs may worsen health disparities among cancer survivors.
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Affiliation(s)
- Zhiyuan Zheng
- Surveillance and Health Services Research Program, American Cancer Society, Atlanta, Georgia.
| | - Xuesong Han
- Surveillance and Health Services Research Program, American Cancer Society, Atlanta, Georgia
| | - Jingxuan Zhao
- Surveillance and Health Services Research Program, American Cancer Society, Atlanta, Georgia
| | | | - Reginald Tucker-Seeley
- Leonard Davis School of Gerontology, University of Southern California, Los Angeles, California
| | - Ashish Rai
- Surveillance and Health Services Research Program, American Cancer Society, Atlanta, Georgia
| | - Stacey A Fedewa
- Surveillance and Health Services Research Program, American Cancer Society, Atlanta, Georgia
| | - Weishan Song
- Rollins School of Public Health, Emory University, Atlanta, Georgia
| | - Ahmedin Jemal
- Surveillance and Health Services Research Program, American Cancer Society, Atlanta, Georgia
| | - K Robin Yabroff
- Surveillance and Health Services Research Program, American Cancer Society, Atlanta, Georgia
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