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Jones SMW, Ton M, Heffner JL, Malen RC, Cohen SA, Newcomb PA. Association of financial worry with substance use, mental health, and quality of life in cancer patients. J Cancer Surviv 2023; 17:1824-1833. [PMID: 36595185 DOI: 10.1007/s11764-022-01319-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Accepted: 12/09/2022] [Indexed: 01/04/2023]
Abstract
PURPOSE Financial worry is an under-appreciated negative effect of cancer. The relationship of financial worry and health behaviors in cancer is poorly characterized and has important clinical implications. This study examined the association of financial worry with substance misuse, mood, and quality of life. METHODS People with cancer (n = 1473; 6 to 20 months after diagnosis) were recruited from a SEER cancer registry in the Pacific Northwest. Participants completed an online survey assessing financial worry; misuse of cannabis, alcohol, and prescription drugs; tobacco smoking status; quality of life (physical and mental dimensions); anxiety; and depression. Multivariable regressions tested the association of financial worry to each health indicator and outcome. RESULTS In adjusted analyses, financial worry was associated with being a current vs. never smoker (odds ratio (OR) = 1.91, 95% confidence interval (CI): 1.01, 3.60), and a positive screen for an anxiety (OR = 3.01, 95% CI: 1.93, 4.68) and depressive (OR = 3.08, 95% CI: 1.89, 5.00) disorder. Financial worry was not associated with cannabis, alcohol, or prescription drug misuse (all ps > 0.05), but was associated with a decrease in physical (β = - 2.97, 95% CI: - 4.15, - 1.79) and mental (β = - 5.27, 95% CI: - 6.59, - 3.96) quality of life. CONCLUSION Financial worry among cancer survivors is associated with anxiety, depression, and worse quality of life. Of the evaluated substances, there was only an increased odds of current tobacco use with financial worry. Future longitudinal studies should inform the relationships between these factors. IMPLICATIONS FOR CANCER SURVIVORS Financial worry and material hardship may both need to be addressed in cancer survivorship.
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Affiliation(s)
- Salene M W Jones
- Public Health Sciences Division, Fred Hutchinson Cancer Center, 1100 Fairview Ave N, Seattle, WA, 98109, USA.
| | - Mimi Ton
- Public Health Sciences Division, Fred Hutchinson Cancer Center, 1100 Fairview Ave N, Seattle, WA, 98109, USA
- School of Public Health, University of Washington, Seattle, WA, USA
| | - Jaimee L Heffner
- Public Health Sciences Division, Fred Hutchinson Cancer Center, 1100 Fairview Ave N, Seattle, WA, 98109, USA
| | - Rachel C Malen
- Public Health Sciences Division, Fred Hutchinson Cancer Center, 1100 Fairview Ave N, Seattle, WA, 98109, USA
| | - Stacey A Cohen
- Public Health Sciences Division, Fred Hutchinson Cancer Center, 1100 Fairview Ave N, Seattle, WA, 98109, USA
- School of Medicine, University of Washington, Seattle, WA, USA
| | - Polly A Newcomb
- Public Health Sciences Division, Fred Hutchinson Cancer Center, 1100 Fairview Ave N, Seattle, WA, 98109, USA
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102
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Schneider J, Hernandez D, Schlander M, Arndt V. Out-of-pocket payments and loss of income among long-term breast cancer survivors in Germany: a multi-regional population-based study. J Cancer Surviv 2023; 17:1639-1659. [PMID: 36459378 PMCID: PMC10539192 DOI: 10.1007/s11764-022-01293-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2022] [Accepted: 11/03/2022] [Indexed: 12/03/2022]
Abstract
PURPOSE This study aims to examine the magnitude of out of pocket (OOP) payments and income loss, as well as to identify socioeconomic and clinical factors among long-term breast cancer (BC) survivors in Germany. METHODS We examine data from 2654 long-term BC survivors in Germany that participated in the "CAncEr Survivorship - A multi-Regional population-based study" (CAESAR) and who were at least 5 years post diagnosis. BC-related OOP payments and income loss both within the 12 months prior to the survey were analyzed. Two-part regression models were performed to identify socioeconomic and clinical factors. RESULTS OOP payments were incurred by 51.9% of survivors with a total mean spending of 566 euros. Income loss was present among 9.6% of survivors and averaged 5463 euros among those reporting such. Socioeconomic and clinical factors associated with higher OOP payments (p ≤ 0.05) included age at time of diagnosis (65-79 years), education (10-11 years), (early) retirement, stage of diagnosis (stage III), time from diagnosis (more than 10 years), comorbidities (at least 1), and the use of rehabilitation services. Regarding income loss, age at time of diagnosis (50-59 years), (early) retirement, stage of diagnosis (stage II), time from diagnosis (5-7 years), comorbidities (at least 1), and receiving chemotherapy treatment were associated with higher losses. CONCLUSIONS For some survivors in Germany, financial burden can be considerably high despite comprehensive healthcare and support from social security. IMPLICATIONS FOR CANCER SURVIVORS OOP payments related to domestic help and nursing staff as well as to outpatient care are most frequent.
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Affiliation(s)
- Jana Schneider
- Medical Faculty Heidelberg, Heidelberg University, Heidelberg, Germany
- Division of Health Economics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Diego Hernandez
- Division of Health Economics, German Cancer Research Center (DKFZ), Heidelberg, Germany.
| | - Michael Schlander
- Division of Health Economics, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Volker Arndt
- Unit of Cancer Survivorship, Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
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Arenare L, Porta C, Barberio D, Terzolo S, Zagonel V, Pisconti S, Del Mastro L, Pinto C, Bilancia D, Cinieri S, Rizzo M, Migliaccio G, Montesarchio V, Del Campo L, De Lorenzo F, Iannelli E, Traclò F, Gitto L, Vaccaro MC, Frontini L, Giannarelli D, Bryce J, Piccirillo MC, Jommi C, Efficace F, Riva S, Di Maio M, Gallo C, Perrone F. Confirmatory validation analysis of the PROFFIT questionnaire to assess financial toxicity in cancer patients. ESMO Open 2023; 8:102192. [PMID: 38052104 PMCID: PMC10774953 DOI: 10.1016/j.esmoop.2023.102192] [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: 10/16/2023] [Revised: 11/03/2023] [Accepted: 11/07/2023] [Indexed: 12/07/2023] Open
Abstract
BACKGROUND The Patient Reported Outcome for Fighting FInancial Toxicity (PROFFIT) questionnaire was developed to measure financial toxicity (FT) and identify its determinants. The aim of the present study was to confirm its validity in a prospective cohort of patients receiving anticancer treatment. PATIENTS AND METHODS From March 2021 to July 2022, 221 patients were enrolled at 10 Italian centres. Selected items of the EORTC-QLQ-C30 questionnaire represented the anchors, specifically, question 28 (Q-28) on financial difficulties, and questions 29-30 measuring global health status/quality of life (HR-QOL). The study had 80% power to detect a 0.20 correlation coefficient (r) between anchors and PROFFIT-score (items 1-7, range 0-100, 100 indicating maximum FT) with bilateral alpha 0.05 and 80% power. Confirmatory factor analysis was conducted. FT determinants (items 8-16) were described. RESULTS Median age of patients was 65 years, 116 (52.5%) were females, 96 (43.4%) had low education level. Confirmatory factor analysis confirmed goodness of fit of the PROFFIT-score. Significant partial correlation of PROFFIT-score was found with Q-28 (r = 0.51) and HR-QOL (r = -0.23). Mean (SD) PROFFIT-score at baseline was 36.5 (24.9); it was statistically significantly higher for patients living in South Italy, those with lower education level, those who were freelancer/unemployed at diagnosis and those who reported significant economic impact from the COVID-19 pandemic. Mean (SD) scores of determinants ranged from 17.6 (27.1) for item 14 (support from medical staff) to 49.0 (36.3) for item 10 (expenses for medicines or supplements). PROFFIT-score significantly increased with worsening response to determinants. CONCLUSIONS External validation of PROFFIT-score in an independent sample of patients was successful. The instrument is now being used in clinical studies.
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Affiliation(s)
- L Arenare
- Clinical Trial Unit, Istituto Nazionale Tumori, IRCCS, Fondazione G. Pascale, Napoli, Italy
| | - C Porta
- Interdisciplinary Department of Medicine, Università degli Studi 'A. Moro', Bari, Italy; Polyclinic Consortium University Hospital, Bari, Italy
| | - D Barberio
- Departmental Structure of Clinical Psycho-oncology, Istituto Nazionale Tumori, IRCCS, Fondazione G. Pascale, Napoli, Italy
| | - S Terzolo
- Department of Oncology, Università di Torino, AO Ordine Mauriziano, Torino, Italy
| | - V Zagonel
- Oncology Unit 1, Istituto Oncologico Veneto, IOV, IRCCS, Padova, Italy
| | - S Pisconti
- Oncology Unit, Ospedale S. G. Moscati, Statte TA, Italy
| | - L Del Mastro
- Medical Oncology, IRCCS Ospedale Policlinico San Martino, Genova, Italy; Department of Internal Medicine and Medical Specialties (DIMI), Università di Genova, Genova, Italy
| | - C Pinto
- Medical Oncology, AUSL-IRCCS di Reggio Emilia, Reggio Emilia, Italy
| | - D Bilancia
- Medical Oncology, Azienda Ospedaliera San Carlo, Potenza, Italy
| | - S Cinieri
- Medical Oncologiy, Ospedale Perrino, Brindisi, Italy
| | - M Rizzo
- Polyclinic Consortium University Hospital, Bari, Italy
| | - G Migliaccio
- Departmental Structure of Clinical Psycho-oncology, Istituto Nazionale Tumori, IRCCS, Fondazione G. Pascale, Napoli, Italy
| | - V Montesarchio
- Medical Oncology, Azienda Ospedaliera Specialistica dei Colli, Napoli, Italy
| | - L Del Campo
- Federazione Italiana delle Associazioni di Volontariato in Oncologia (FAVO), Rome, Italy
| | - F De Lorenzo
- Federazione Italiana delle Associazioni di Volontariato in Oncologia (FAVO), Rome, Italy; European Cancer Patient Coalition (ECPC), Brussels, Italy
| | - E Iannelli
- Federazione Italiana delle Associazioni di Volontariato in Oncologia (FAVO), Rome, Italy; Associazione Italiana Malati di Cancro (AIMAC), Roma, Italy
| | - F Traclò
- Associazione Italiana Malati di Cancro (AIMAC), Roma, Italy
| | - L Gitto
- Department of Economy, Università degli Studi di Messina, Messina, Italy
| | - M C Vaccaro
- Welfare and Health Department, Centro Studi Investimenti Sociali (CENSIS), Roma, Italy
| | - L Frontini
- Federation of Italian Cooperative Oncology Groups (FICOG), Milano, Italy
| | - D Giannarelli
- Epidemiology and Biostatistics, GSTeP, Fondazione Policlinico Universitario A. Gemelli, IRCCS, Roma, Italy
| | - J Bryce
- Ascension St. John Clinical Research Institute, Tulsa, USA
| | - M C Piccirillo
- Clinical Trial Unit, Istituto Nazionale Tumori, IRCCS, Fondazione G. Pascale, Napoli, Italy
| | - C Jommi
- Department of Pharmaceutical Sciences, Università del Piemonte Orientale, Novara, Italy
| | - F Efficace
- Gruppo Italiano per le Malattie Ematologiche dell'Adulto (GIMEMA) Health Outcomes Research Unit, Roma, Italy
| | - S Riva
- St Mary's University, Twickenham, London, UK
| | - M Di Maio
- Department of Oncology, Università di Torino, AO Ordine Mauriziano, Torino, Italy
| | - C Gallo
- Professor Emeritus Medical Statistics, Università degli Studi della Campania 'Luigi Vanvitelli', Napoli, Italy
| | - F Perrone
- Clinical Trial Unit, Istituto Nazionale Tumori, IRCCS, Fondazione G. Pascale, Napoli, Italy.
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You W, Pilehvari A, Shi R, Cohn W, Sheffield C, Chow PI, Krukowski BA, Anderson R. A multi-dimensional assessment of financial hardship of cancer patients using existing health system data. Cancer Med 2023; 12:22263-22277. [PMID: 37987094 PMCID: PMC10757134 DOI: 10.1002/cam4.6731] [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: 05/20/2023] [Revised: 10/19/2023] [Accepted: 11/07/2023] [Indexed: 11/22/2023] Open
Abstract
BACKGROUND Existing financial hardship screening does not capture the multifaceted and dynamic nature of the problem. The use of existing health system data is a promising way to enable scalable and sustainable financial hardship screening. METHODS We used existing data from 303 adult patients with cancer at the University of Virginia Comprehensive Cancer Center (2016-2018). All received distress screening and had a valid financial assistance screening based solely on household size-adjusted income. We constructed a composite index that integrates multiple existing health system data (Epic, distress screening, and cancer registry) to assess comprehensive financial hardship (e.g., material conditions, psychological responses, and coping behaviors). We examined differences of at-risk patients identified by our composite index and by existing single-dimension criterion. Dynamics of financial hardship over time, by age, and cancer type, were examined by fractional probit models. RESULTS At-risk patients identified by the composite index were generally younger, better educated, and had a higher annual household income, though they had lower health insurance coverage. Identified periods to intervene for most patients are before formal diagnosis, 2 years, and 6 years after diagnosis. Within 2 years of diagnosis and more than 4 years after diagnosis appear critical for subgroups of patients who may suffer from financial hardship disparities. CONCLUSION Existing health system data provides opportunities to systematically measure and track financial hardship in a systematic, scalable and sustainable way. We find that the dimensions of financial hardship can exhibit different patterns over time and across patient subgroups, which can guide targeted interventions. The scalability of the algorithm is limited by existing data availability.
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Affiliation(s)
- Wen You
- University of Virginia Comprehensive Cancer CenterCharlottesvilleVirginiaUSA
| | - Asal Pilehvari
- University of Virginia Comprehensive Cancer CenterCharlottesvilleVirginiaUSA
| | - Ruoding Shi
- University of Virginia Comprehensive Cancer CenterCharlottesvilleVirginiaUSA
| | - Wendy Cohn
- University of Virginia Comprehensive Cancer CenterCharlottesvilleVirginiaUSA
| | - Christina Sheffield
- University of Virginia Comprehensive Cancer CenterCharlottesvilleVirginiaUSA
| | - Philip I‐Fon Chow
- University of Virginia Comprehensive Cancer CenterCharlottesvilleVirginiaUSA
| | | | - Roger Anderson
- University of Virginia Comprehensive Cancer CenterCharlottesvilleVirginiaUSA
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105
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Yuan X, Zhang X, He J, Xing W. Interventions for financial toxicity among cancer survivors: A scoping review. Crit Rev Oncol Hematol 2023; 192:104140. [PMID: 37739147 DOI: 10.1016/j.critrevonc.2023.104140] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2023] [Revised: 09/09/2023] [Accepted: 09/16/2023] [Indexed: 09/24/2023] Open
Abstract
INTRODUCTION Financial toxicity impairs cancer survivors' material condition, psychological wellbeing and quality of life. This scoping review aimed to identify interventions for reducing cancer-related financial toxicity (FT), and to summarize their main findings. METHODS A systematic search was performed in PubMed, Web of Science, EMBASE, CINAHL, Clinical Trials, China National Knowledge Internet, Wanfang and SinoMed from January 2010 to September 2022 following the PRISMA-ScR checklist. RESULTS From 2842 identified articles, a total of 15 were included in this review. Existing interventions can be classified into four types: financial navigation, financial counseling, insurance education and others. Previous interventions preliminarily affirmed the feasibility, satisfaction, and improvement in financial worries and knowledge. However, the effectiveness on FT was controversial. CONCLUSIONS Previous interventions affirmed the feasibility and primary effect of these interventions. Studies with more rigorous design are needed to evaluate the effectiveness and generalizability of interventions on FT across diverse healthcare systems.
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Affiliation(s)
- Xiaoyi Yuan
- School of nursing, Fudan University, Shanghai, China
| | - Xuehui Zhang
- School of nursing, Fudan University, Shanghai, China
| | - Jing He
- School of nursing, Fudan University, Shanghai, China
| | - Weijie Xing
- School of nursing, Fudan University and core research member of Fudan University Centre for Evidence-based Nursing: A Joanna Briggs Institute Centre of Excellence, Shanghai, China.
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106
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Halpern MT, Ekwueme DU, Yabroff KR. Enhancing Cancer Economic Data Resources: The Interagency Consortium to Promote Health Economics Research on Cancer (HEROiC). Med Care 2023; 61:S109-S115. [PMID: 37963029 PMCID: PMC10635328 DOI: 10.1097/mlr.0000000000001905] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2023]
Abstract
BACKGROUND Cancer diagnosis and treatment can substantially affect health and financial outcomes for patients and families. Research in health care delivery across the cancer control continuum includes diverse activities led by multiple government and private sector organizations. Assessing the economic drivers and influencing factors associated with costs across this continuum is challenging as organizations leading research efforts often do not have forums to share data, develop linkages, and explore collaborative opportunities. OBJECTIVE To describe the objectives, activities, and goals of the Interagency Consortium to Promote Health Economics Research on Cancer (HEROiC) to strengthen data resources and capacity for collaborative patient-focused cancer health economics research. MAIN ARGUMENT HEROiC's goals include assessing the economic burden of cancer; examining the effects of policies, health care setting/system factors, and health service delivery approaches across the cancer control continuum; and enhancing collaborations among researchers and organizations. CONCLUSIONS Data resources to study economic outcomes associated with cancer control are highly fragmented; HEROIC provides a forum to collaboratively develop, enhance, and utilize data resources and infrastructure for patient-centered cancer health economics research. This includes sharing data resources, developing linkages, identifying new data collection venues, and creating and supporting the dissemination of evidence-based information to diverse stakeholders. These efforts provide critical information to address the economic burden of cancer. RELEVANCE TO THE SPECIAL ISSUE Cancer diagnosis and treatment affect patient health and financial outcomes. This commentary describes how HEROiC will enhance research data infrastructure and collaborations to support patient-centered research with the goal of reducing the economic burden of cancer.
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Affiliation(s)
- Michael T. Halpern
- Healthcare Delivery Research Program, National Cancer Institute, Bethesda, MD
| | - Donatus U. Ekwueme
- Division of Cancer Prevention and Control, Centers for Disease Control and Prevention
| | - K. Robin Yabroff
- Surveillance and Health Equity Science, American Cancer Society, Atlanta, GA
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107
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Wu D, Lu J, Lin J, Xu BB, Xue Z, Zheng HL, Lin GS, Huang JB, Shen LL, Zheng CH, Li P, Xie JW, Wang JB, Lin JX, Chen QY, Cao LL, Ma YB, Truty MJ, Huang CM. An international multi-institution real-world study of the optimal surveillance frequency for stage II/III gastric cancer: the more, the better? Int J Surg 2023; 109:4101-4112. [PMID: 37800589 PMCID: PMC10720844 DOI: 10.1097/js9.0000000000000731] [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: 09/03/2022] [Accepted: 08/21/2023] [Indexed: 10/07/2023]
Abstract
BACKGROUND Due to lacking evidence on surveillance for gastric cancer (GC), this study aimed to determine the optimal postsurgical surveillance strategy for pathological stage (pStage) II/III GC patients and compare its cost-effectiveness with traditional surveillance strategies. METHODS Prospectively collected data from stage II/III GC patients ( n =1661) who underwent upfront surgery at a large-volume tertiary cancer center in China (FJMUUH cohort) between January 2010 and October 2015. For external validation, two independent cohorts were included, which were composed of 380 stage II/III GC patients at an tertiary cancer center in U.S.A (Mayo cohort) between July 1991 and July 2012 and 270 stage II/III GC patients at another tertiary cancer center in China (QUAH cohort) between May 2010 and October 2014. Random forest models were used to predict dynamic recurrence hazards and to construct individual surveillance strategies for stage II/III GC. Cost-effectiveness was assessed by the Markov model. RESULTS The median follow-up period of the FJMUUH, the Mayo, and QUAH cohorts were 55, 158, and 70 months, respectively. In the FJMUUH cohort, the 5-year recurrence risk was higher in pStage III compared with pStage II GC patients ( P <0.001). Our novel individual surveillance strategy achieved optimal cost-effectiveness for pStage II GC patients (ICER =$490/QALY). The most intensive NCCN surveillance guideline was more cost-effective (ICER =$983/QALY) for pStage III GC patients. The external validations confirmed our results. CONCLUSION For patients with pStage II GC, individualized risk-based surveillance outperformed the JGCTG and NCCN surveillance guidelines. However, the NCCN surveillance guideline may be more suitable for patients with pStage III GC. Even though our results are limited by the retrospective study design, the authors believe that our findings should be considered when recommending postoperative surveillance for stage II/III GC with upfront surgery in the absence of a randomized clinical trial.
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Affiliation(s)
- Dong Wu
- Department of Gastric Surgery
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou
| | - Jun Lu
- Department of Gastric Surgery
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou
| | - Jia Lin
- Department of Gastric Surgery
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou
| | - Bin-bin Xu
- Department of Gastric Surgery
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou
| | - Zhen Xue
- Department of Gastric Surgery
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou
| | - Hua-Long Zheng
- Department of Gastric Surgery
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou
| | - Guo-sheng Lin
- Department of Gastric Surgery
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou
| | - Jiao-bao Huang
- Department of Gastric Surgery
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou
| | - Li-li Shen
- Department of Gastric Surgery
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou
| | - Chao-Hui Zheng
- Department of Gastric Surgery
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou
| | - Ping Li
- Department of Gastric Surgery
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou
| | - Jian-Wei Xie
- Department of Gastric Surgery
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou
| | - Jia-Bin Wang
- Department of Gastric Surgery
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou
| | - Jian-Xian Lin
- Department of Gastric Surgery
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou
| | - Qi-Yue Chen
- Department of Gastric Surgery
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou
| | - Long-Long Cao
- Department of Gastric Surgery
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou
| | - Yu-Bin Ma
- Department of Gastrointestinal Surgery, The Affiliated Hospital of Qinghai University, Xining, People’s Republic of China
| | | | - Chang-Ming Huang
- Department of Gastric Surgery
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou
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108
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Waters AR, Biddell CB, Killela M, Kasow KA, Page K, Wheeler SB, Drier SW, Kelly MS, Robles J, Spees LP. Financial burden and recommended multilevel solutions among caregivers of pediatric hematopoietic stem cell transplant recipients. Pediatr Blood Cancer 2023; 70:e30700. [PMID: 37776093 PMCID: PMC10615841 DOI: 10.1002/pbc.30700] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Revised: 09/18/2023] [Accepted: 09/20/2023] [Indexed: 10/01/2023]
Abstract
BACKGROUND The healthcare costs of patients who receive hematopoietic stem cell transplantation (HSCT) are substantial. At the same time, the increasing use of pediatric HSCT leaves more caregivers of pediatric HSCT recipients at risk for financial burden-an understudied area of research. METHODS Financial burden experienced by caregivers of recipients who received autologous or allogeneic transplants was assessed using an explanatory mixed-methods design including a one-time survey and semi-structured interviews. Financial burden was assessed through an adapted COmprehensive Score for financial Toxicity (COST) as well as questions about the types of out-of-pocket costs and cost-coping behaviors. Chi-squared or Fisher's exact tests were used to assess differences in costs incurred and coping behaviors by financial toxicity and financial toxicity by demographic factors. Interviews were audio recorded, transcribed, and analyzed using directed content analysis. RESULTS Of 99 survey participants, 64% experienced high financial toxicity (COST ≤ $ \le \;$ 22). Caregivers with high financial toxicity were more likely to report costs related to transportation and diet. High financial toxicity was associated with nearly all cost-coping behaviors (e.g., borrowed money). High financial toxicity was also associated with increased use of hospital financial support and transportation assistance. Qualitative analysis resulted in four categories that were integrated with quantitative findings: (1) care-related out-of-pocket costs incurred, (2) cost-coping behaviors, (3) financial support resources used, and (4) multilevel recommendations for reducing financial burden. CONCLUSIONS Considering the substantial, long-term financial burden among pediatric HSCT patients and their caregivers, this population would benefit from adapted and tailored financial burden interventions.
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Affiliation(s)
- Austin R Waters
- Department of Health Policy and Management, Gillings School of Global Public Health, University of North Carolina at Chapel Hill (UNC-CH), Chapel Hill, North Carolina, USA
- Lineberger Comprehensive Cancer Center, UNC-CH, Chapel Hill, North Carolina, USA
| | - Caitlin B Biddell
- Department of Health Policy and Management, Gillings School of Global Public Health, University of North Carolina at Chapel Hill (UNC-CH), Chapel Hill, North Carolina, USA
| | - Mary Killela
- School of Nursing, UNC-CH, Chapel Hill, North Carolina, USA
| | - Kimberly A Kasow
- Department of Pediatrics, UNC-CH, Chapel Hill, North Carolina, USA
| | - Kristin Page
- Department of Pediatrics, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Stephanie B Wheeler
- Department of Health Policy and Management, Gillings School of Global Public Health, University of North Carolina at Chapel Hill (UNC-CH), Chapel Hill, North Carolina, USA
- Lineberger Comprehensive Cancer Center, UNC-CH, Chapel Hill, North Carolina, USA
| | - Sarah W Drier
- Lineberger Comprehensive Cancer Center, UNC-CH, Chapel Hill, North Carolina, USA
| | - Matthew S Kelly
- Department of Pediatrics, Division of Infectious Diseases, Duke University School of Medicine, Durham, North Carolina, USA
| | - Joanna Robles
- Department of Pediatrics, Division of Pediatric Hematology-Oncology, Duke University Medical Center, Durham, North Carolina, USA
| | - Lisa P Spees
- Department of Health Policy and Management, Gillings School of Global Public Health, University of North Carolina at Chapel Hill (UNC-CH), Chapel Hill, North Carolina, USA
- Lineberger Comprehensive Cancer Center, UNC-CH, Chapel Hill, North Carolina, USA
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Buchbinder D, Bhatt NS, Wang H, Yasui Y, Armenian S, Bhatia S, Chow EJ, Huang IC, Kirchoff AC, Leisenring W, Park ER, Yabroff KR, Armstrong GT, Nathan PC, Khera N. Financial Hardship in Childhood Cancer Survivors Treated with Hematopoietic Cell Transplantation: A Report from the Childhood Cancer Survivor Study. Transplant Cell Ther 2023; 29:705.e1-705.e9. [PMID: 37541329 PMCID: PMC10834839 DOI: 10.1016/j.jtct.2023.07.024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2023] [Revised: 07/25/2023] [Accepted: 07/30/2023] [Indexed: 08/06/2023]
Abstract
Long-term survivors of childhood cancer are at risk for financial hardship. However, it is not known if HCT leads to an incremental change in financial hardship for survivors who received it versus those who did not. We examined financial outcomes among adult survivors of childhood cancer who had undergone HCT. Using a cross-sectional survey in the Childhood Cancer Survivor Study population between 2017 and 2019, self-reported financial hardship was compared between survivors who received HCT, survivors treated without HCT ("non-HCT"), and siblings and categorized into 3 domains: material hardship/financial sacrifices, behavioral, and psychological hardship. The standardized score of each domain of financial hardship was calculated by adding the item responses and dividing by the standard deviation among siblings. Multivariable linear and logistic regression were used to evaluate associations between sociodemographic characteristics, cancer diagnosis, post-treatment complications, and financial hardship among survivors. The mean adjusted score for each hardship domain was not significantly different between HCT survivors (n = 133) and non-HCT survivors (n = 2711); mean differences were .18 (95% confidence interval [CI], -.05 to .41) for material hardship/financial sacrifices, .07 (95% CI, -.18 to .32) for behavioral hardship, and .19 (95% CI, -.04 to .42) for psychological hardship. Within specific items, a higher proportion of survivors treated with HCT reported greater financial hardship compared to non-HCT survivors. HCT survivors also had significantly higher mean domain scores compared to sibling controls (n = 1027) in all domains. Household income and chronic health conditions, but not HCT, were associated with financial hardship among all survivors. Adult survivors of childhood cancer treated with HCT do not report greater overall financial hardship compared to non-HCT survivors but do report greater overall financial hardship compared to sibling controls. Surveillance and intervention may be necessary for all survivors regardless of HCT status.
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Affiliation(s)
- David Buchbinder
- Department of Pediatrics, University of California at Irvine, Irvine, California; Division of Hematology, Oncology at Children's Hospital of Orange County, Orange, California.
| | - Neel S Bhatt
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, Washington
| | - Huiqi Wang
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, Tennessee
| | - Yutaka Yasui
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, Tennessee
| | - Saro Armenian
- Department of Pediatrics, City of Hope Comprehensive Cancer Center, Duarte, California
| | - Smita Bhatia
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, Alabama
| | - Eric J Chow
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, Washington
| | - I-Chan Huang
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, Tennessee
| | - Anne C Kirchoff
- Cancer Control and Population Sciences, Huntsman Cancer Institute, Salt Lake City, Utah; Department of Pediatrics, University of Utah School of Medicine, Salt Lake City, Utah
| | - Wendy Leisenring
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, Washington
| | - Elyse R Park
- Mongan Institute, Harvard Medical School, Boston, Massachusetts
| | - K Robin Yabroff
- Surveillane and Health Equity Science, American Cancer Society, Atlanta, Georgia
| | - Gregory T Armstrong
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, Tennessee
| | - Paul C Nathan
- Institute of Health Policy, Management and Evaluation, The University of Toronto, Toronto, Ontario, Canada; Division of Hematology, Oncology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Nandita Khera
- Division of Hematology and Oncology, Mayo Clinic, Phoenix, Arizona
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Zhu B, Hu FH, Jia YJ, Zhao DY, Zhang WQ, Tang W, Hu SQ, Ge MW, Du W, Shen WQ, Chen HL. Socioeconomic status on survival outcomes in patients with colorectal cancer: a cross-sectional study. J Cancer Res Clin Oncol 2023; 149:15641-15655. [PMID: 37658279 DOI: 10.1007/s00432-023-05344-3] [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: 07/18/2023] [Accepted: 08/24/2023] [Indexed: 09/03/2023]
Abstract
BACKGROUND Colorectal cancer (CRC) is widely acknowledged as a prevalent malignancy and the second most common cause of cancer-related mortality worldwide. The aim of this study was to examine the independent impact of Median Household Income (MHI) on prognosis and survival outcomes in patients with CRC. METHODS Data from 17 cancer registries of the United States Surveillance, Epidemiology, and End Results program, with follow-up extended until November 2022 was analyzed. A Cox proportional hazards regression analysis was conducted to evaluate the influence of different levels of MHI on survival outcomes among patients with CRC. A total of 761,697 CRC patient records were retrieved from the SEER database. RESULTS The Cox regression analysis results indicated that patients with higher MHI exhibited improved overall survival outcomes when compared to those with lower MHI (MMHI: P < 0.001; HMHI: P < 0.001). Regardless of the specific tumor location, gender, stage of CRC, or treatment method, higher MHI is consistently linked to improved survival outcomes. However, this association was not found to be statistically significant among American Indian/Alaska Native (MMHI: P = 0.017; HMHI: P = 0.081), Asian or Pacific Islander (MMHI: P = 0.223; HMHI: P = 0.002) and unmarried or domestic partner patients (MMHI: P = 0.311; HMHI: P = 0.011). CONCLUSION These results emphasize the importance of considering socioeconomic factors, such as income level, in understanding and addressing disparities in survival outcomes of CRC patients.
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Affiliation(s)
- Bin Zhu
- Department of Hepatobiliary Surgery, Nantong First People's Hospital, The Second Affiliated Hospital of Nantong University, No. 666 Shengli Road, Nantong, People's Republic of China
| | - Fei-Hong Hu
- Medical School of Nantong University, Nantong, Jiangsu, People's Republic of China
| | - Yi-Jie Jia
- Medical School of Nantong University, Nantong, Jiangsu, People's Republic of China
| | - Dan-Yan Zhao
- Medical School of Nantong University, Nantong, Jiangsu, People's Republic of China
| | - Wan-Qing Zhang
- Medical School of Nantong University, Nantong, Jiangsu, People's Republic of China
| | - Wen Tang
- Medical School of Nantong University, Nantong, Jiangsu, People's Republic of China
| | - Shi-Qi Hu
- Medical School of Nantong University, Nantong, Jiangsu, People's Republic of China
| | - Meng-Wei Ge
- Medical School of Nantong University, Nantong, Jiangsu, People's Republic of China
| | - Wei Du
- Medical School of Nantong University, Nantong, Jiangsu, People's Republic of China
| | - Wang-Qin Shen
- Medical School of Nantong University, Nantong, Jiangsu, People's Republic of China
| | - Hong-Lin Chen
- School of Public Health, Nantong University, Nantong, Jiangsu, 226001, People's Republic of China.
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111
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Leraas H, Moya-Mendez M, Donohue V, Kawano B, Olson L, Sekar A, Robles J, Wagner L, Greenup R, Haines KL, Tracy E. Using Crowdfunding Campaigns to Examine Financial Toxicity and Logistical Burdens Facing Families of Children With Wilms Tumor. J Surg Res 2023; 291:640-645. [PMID: 37542779 DOI: 10.1016/j.jss.2023.07.005] [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: 12/02/2022] [Revised: 06/10/2023] [Accepted: 07/01/2023] [Indexed: 08/07/2023]
Abstract
INTRODUCTION Treatment for pediatric solid tumors is often intense and multidisciplinary and can create a substantial financial burden for families. Assessing these burdens, termed the financial toxicity of treatment, can be difficult. Using Wilms tumor as an example, we evaluated crowdfunding campaigns in an attempt to better understand the impact of economic and logistic challenges associated with pediatric solid tumor care and identify features associated with successful fundraising with this method. METHODS We used a webscraping algorithm to identify crowdfunding campaigns on GoFundMe.com for pediatric patients with Wilms tumor in the United States. We conducted a cross-sectional analysis to describe the patients and families seeking crowdfunding support for cancer care. After fundraizing information was extracted using the webscraping algorithm, each fundraiser was verified and examined by two independent reviewers to assess demographic, qualitative, disease, and treatment variables. Successful fundraisers, defined as those meeting stated financial goals, were compared to unsuccessful campaigns to identify variables associated with successful crowdfunding campaigns. RESULTS We identified 603 children with Wilms tumor and an associated crowdfunding campaign. The median age was 4 y. The majority lived in two-parent households (68.5%). Patients mentioned siblings in 35.5% of fundraisers. While motivations for crowdfunding varied, hardships endured by families included loss of employment (52.2%), need for childcare for other children (9.8%), direct costs of care [co-payments, insurance, pharmaceuticals, out-of-pocket care costs, etc.] (80.9%), indirect costs associated with seeking care [transportation, parking, lodging, lost opportunity cost, etc.] (56.2%), and need for relocation to pursue complex cancer care (6.8%). Disease characteristics in this cohort were limited to self-reports by families. However, fundraisers mentioned disease characteristics, including tumor stage (47.6%), size (11.4%), positive nodal status (9.6%), metastatic disease (3.6%), pathology (11.8%), upstaging (4.6%), and disease recurrence (8.6%). No individually examined demographic, support, disease, or hardship-related factors varied significantly between successful and unsuccessful crowdfunding campaigns (all P > 0.05). However, successful campaigns requested less money ($11,783.25 successful versus $22,442.2 unsuccessful, <0.001), received more money ($16,409.5 successful vs 7427.4 unsuccessful, P < 0.001), and solicited larger donor numbers (170.3 successful versus 86.3 unsuccessful, P < 0.001). CONCLUSIONS Families whose children undergo multimodal cancer care have significant expenses and burdens and can use crowdfunding to support their costs. Careful consideration of the financial and logistic strains associated with pediatric solid tumor treatment, including thorough analysis of crowdfunding sites, may support better understanding of nonclinical burdens, supporting therapeutic relationships and patient outcomes.
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Affiliation(s)
- Harold Leraas
- M.D., Duke University Department of Surgery, Durham, North Carolina.
| | | | | | - Brad Kawano
- Department of Surgery, University of California San Diego, San Diego, California
| | - Lindsay Olson
- Duke University School of Medicine, Durham, North Carolina
| | - Akshaya Sekar
- Campbell University School of Osteopathic Medicine, Harnett County, North Carolina
| | - Joanna Robles
- Duke University Department of Pediatrics, Durham, North Carolina
| | - Lars Wagner
- Duke University Department of Pediatrics, Durham, North Carolina
| | - Rachel Greenup
- M.D., Duke University Department of Surgery, Durham, North Carolina; Yale University Department of Surgery, New Haven, Connecticut
| | - Krista L Haines
- M.D., Duke University Department of Surgery, Durham, North Carolina
| | - Elisabeth Tracy
- M.D., Duke University Department of Surgery, Durham, North Carolina
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Waters AR, Kent EE, Meernik C, Getahun D, Laurent CA, Xu L, Mitra S, Kushi LH, Chao C, Nichols HB. Financial hardship differences by LGBTQ+ status among assigned female at birth adolescent and young adult cancer survivors: a mixed methods analysis. Cancer Causes Control 2023; 34:973-981. [PMID: 37392265 PMCID: PMC10688151 DOI: 10.1007/s10552-023-01740-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Accepted: 06/16/2023] [Indexed: 07/03/2023]
Abstract
BACKGROUND Adolescent and young adult (AYA) cancer survivors are at an elevated risk of financial hardship. However, financial hardship among LGBTQ+ AYAs has not been widely explored. Thus, we used qualitative and quantitative survey data from the Horizon Study cohort to assess financial hardship of AYAs by LGBTQ+ status. METHODS Multivariable logit models, predicted probabilities, average marginal effects or differences in predicted probabilities (AME) and 95% confidence intervals (CI) were used to assess the association of LGBTQ+ status and two components of financial hardship: material and psychological. Qualitative content analysis of an open-ended survey question about financial sacrifices was used to describe the third component of financial hardship, behavioral. RESULTS Among 1,635 participants, 4.3% self-identified as LGBTQ+. Multivariable logit models controlling for demographic factors revealed that LGBTQ+ AYAs had an 18-percentage point higher probability of experiencing material financial hardship (95%CI 6-30%) and a 14-percentage point higher probability of experiencing psychological financial hardship (95%CI 2-26%) than non-LGBTQ+ AYAs. Controlling for economic factors attenuated the association of LGBTQ+ status with psychological financial hardship (AME = 11%; 95%CI - 1-23%), while the material financial hardship association remained statistically significant (AME = 14%; 95%CI 3-25%). In the qualitative analysis, LGBTQ+ AYAs frequently reported educational changes and costs (e.g., quitting school), unpaid bills and debt (e.g., medical debt, taking on credit card debt), as well as changes in housing and poor housing conditions (e.g., moving into less expensive house). CONCLUSIONS LGBTQ + targeted and tailored interventions are needed to move toward equity for LGBTQ+ AYAs-an overlooked minority population.
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Affiliation(s)
- Austin R Waters
- Department of Health Policy and Management, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Erin E Kent
- Department of Health Policy and Management, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Clare Meernik
- Department of Population Health Sciences, School of Medicine, Duke University, Durham, NC, USA
| | - Darios Getahun
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
| | - Cecile A Laurent
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
| | - Lanfang Xu
- MedHealth Statistical Consulting Inc., Solon, OH, USA
| | - Sara Mitra
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Lawrence H Kushi
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
| | - Chun Chao
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Hazel B Nichols
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, 2102A Mcgavran-Greenberg Hall, CB #7435, Chapel Hill, NC, 27599, USA.
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113
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Su M, Liu S, Liu L, Wang F, Lao J, Sun X. Heterogeneity of financial toxicity and associated risk factors for older cancer survivors in China. iScience 2023; 26:107768. [PMID: 37731611 PMCID: PMC10507189 DOI: 10.1016/j.isci.2023.107768] [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: 04/10/2023] [Revised: 07/20/2023] [Accepted: 08/25/2023] [Indexed: 09/22/2023] Open
Abstract
In China, older cancer survivors may show heterogeneity in financial toxicity (FT). We aimed to identify FT profiles among older Chinese cancer survivors and examine the association between FT profiles and individual characteristics. We used a latent profile analysis to categorize participants and a multinomial logistic regression to examine the associations. We identified three distinct FT profiles: high, moderate, and low. Participants aged 65-69 years, with a monthly household income ≥ 5,000 CNY and a high school education or above were more likely to be classified into the moderate than high FT profile, a monthly household income ≥ 5,000 CNY increased the likelihood of being in the low FT profile and living alone negatively affected the odds of being in the low FT profile. The findings identified heterogeneity in FT among this population, may help identify high-risk groups, and may enable early intervention.
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Affiliation(s)
- Mingzhu Su
- Centre for Health Management and Policy Research, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, Shandong 250012, China
- NHC Key Lab of Health Economics and Policy Research (Shandong University), Jinan, Shandong 250012, China
| | - Siqi Liu
- Center of Health System and Policy, Institute of Medical Information & Library, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100020, China
| | - Li Liu
- School of Nursing and Rehabilitation, Cheeloo College of Medicine, Shandong University, Jinan, Shandong 250012, China
- Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong 250021, China
| | - Fang Wang
- Center of Health System and Policy, Institute of Medical Information & Library, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100020, China
| | - Jiahui Lao
- Center for Big Data Research in Health and Medicine, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Jinan Shandong, China
| | - Xiaojie Sun
- Centre for Health Management and Policy Research, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, Shandong 250012, China
- NHC Key Lab of Health Economics and Policy Research (Shandong University), Jinan, Shandong 250012, China
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114
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Parsons HM, Banegas MP, Bar-Sela G, Jones SM. Editorial: Financial anxiety in cancer prevention and control. Front Psychol 2023; 14:1304079. [PMID: 37908816 PMCID: PMC10615129 DOI: 10.3389/fpsyg.2023.1304079] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2023] [Accepted: 10/02/2023] [Indexed: 11/02/2023] Open
Affiliation(s)
- Helen M. Parsons
- Division of Health Policy and Management, School of Public Health, University of Minnesota, Minneapolis, MN, United States
| | - Matthew P. Banegas
- Department of Radiation Medicine and Applied Sciences, University of California, San Diego, San Diego, CA, United States
| | - Gil Bar-Sela
- Cancer Center, Emek Medical Center, Afula, Israel
| | - Salene M. Jones
- Public Health Sciences Division, Fred Hutchinson Cancer Center, Seattle, WA, United States
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115
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Scheidegger A, Bernhardsgrütter D, Kobleder A, Müller M, Nestor K, Richle E, Baum E. Financial toxicity among cancer survivors: a conceptual model based on a feedback perspective. Support Care Cancer 2023; 31:618. [PMID: 37804425 PMCID: PMC10560155 DOI: 10.1007/s00520-023-08066-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Accepted: 09/22/2023] [Indexed: 10/09/2023]
Abstract
PURPOSE Experiencing financial toxicity following a cancer diagnosis is a circular and complex process. We investigate the circular causal mechanisms that either reinforce or balance financial toxicity dynamics. METHODS We conducted a literature review, expert interviews, a participatory modeling process, and exploratory interviews with N = 11 adults with cancer living in Switzerland. We sampled participants purposively based on health-related and sociodemographic characteristics. RESULTS We describe a conceptual model based on the triangulation of cancer survivor narratives, expert perspectives, and a literature review. This model distinguishes between the reinforcing and balancing feedback loops that drive the dynamics of financial toxicity. It includes the topics "Coping with cancer and employment," "Coping with limited economic resources," and "Maintaining care resources while facing economic pressure." For each topic, we identify a necessary condition for cancer survivors to avoid reinforcing financial toxicity. CONCLUSIONS The results allow us to reconstruct participant narratives regarding cancer-related financial toxicity. Based on comparison with scientific literature from Western Europe and North America, we hypothesize the validity of the model beyond the population covered by the sample. The results highlight the importance of screening for the risk of financial toxicity in the clinical context and individual risk and resource assessment in social counseling. IMPLICATIONS FOR CANCER SURVIVORS These results can raise cancer survivors' awareness of risks related to financial toxicity and strengthen their resources for coping with financial burden successfully.
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Affiliation(s)
| | | | - Andrea Kobleder
- Ostschweizer Fachhochschule, Oberseestrasse 10, 8640, Rapperswil, Switzerland
| | - Martin Müller
- Ostschweizer Fachhochschule, Oberseestrasse 10, 8640, Rapperswil, Switzerland
| | - Karen Nestor
- Kantonsspital St. Gallen, Rorschacher Strasse 95, 9007, St. Gallen, Switzerland
| | - Ernst Richle
- Krebsliga Ostschweiz, Flurhofstrasse 7, 9000, St. Gallen, Switzerland
| | - Eleonore Baum
- Ostschweizer Fachhochschule, Oberseestrasse 10, 8640, Rapperswil, Switzerland
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Waters AR, Kaddas HK, van Thiel Berghuijs KM, Vaca Lopez PL, Warner EL, Ou JY, Ramsay JM, Palmer A, Ray N, Tsukamoto T, Fair DB, Lewis MA, Linder L, Gill D, Kirchhoff AC. COVID-19-Related Employment Disruptions and Increased Financial Burden Among Survivors of Adolescent and Young Adult Cancer. J Adolesc Young Adult Oncol 2023; 12:744-751. [PMID: 36951664 PMCID: PMC10623459 DOI: 10.1089/jayao.2022.0099] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/24/2023] Open
Abstract
Background: Financial burden is a major concern for survivors of adolescent and young adult (AYA) cancers. We identified if employment disruptions during the COVID-19 pandemic affected AYA survivors' financial burden. Methods: AYAs who were enrolled in a cancer patient navigation program were e-mailed a survey in fall 2020. Survey items included sociodemographics, employment disruption, and two measures of financial burden: COmprehensive Score for Financial Toxicity (COST) and material and behavioral financial hardship items (for any reason, COVID-19 induced, cancer induced). Financial burden outcomes were dichotomized at the median (COST = 21; financial hardship = 3). The association of employment disruptions and sociodemographics with financial burden was assessed using multivariable logistic regression models. Results: Reduced hours/job loss was reported by 24.0% of 341 participants. Survivors with a high school education or less (odds ratio [OR]: 2.70; 95% confidence interval [CI]: 1.21-6.03) or who had decreased hours or job loss (OR: 3.97; 95% CI: 2.01-7.84) had greater odds for high financial toxicity. Reduced hours/job loss was the only factor associated with high material and behavioral financial hardship for both any reason (OR: 2.75; 95% CI: 1.41-5.33) and owing to COVID-19 (OR: 4.98; 95% CI: 2.28-10.92). Cancer treatment since March 2020 was associated with cancer-induced high material and behavioral financial hardship (OR: 3.31; 95% CI: 1.96-5.58). Conclusion: Employment disruptions owing to the COVID-19 pandemic, lower education levels, and cancer treatment were associated with high financial burden among AYA cancer survivors. Our findings suggest the need for multilevel interventions to identify and address financial burden among vulnerable cancer survivors.
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Affiliation(s)
- Austin R. Waters
- Cancer Control and Population Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA
- Department of Health Policy and Management, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Heydon K. Kaddas
- Cancer Control and Population Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA
| | | | - Perla L. Vaca Lopez
- Cancer Control and Population Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA
| | - Echo L. Warner
- Cancer Control and Population Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA
- College of Nursing, University of Utah, Salt Lake City, Utah, USA
| | - Judy Y. Ou
- Cancer Control and Population Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA
- Cancer Biostatistics Shared Resource, Huntsman Cancer Institute, Salt Lake City, Utah, USA
| | - Joemy M. Ramsay
- Cancer Control and Population Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA
- Department of Surgery, University of Utah, Salt Lake City, Utah, USA
| | - Alexandra Palmer
- Cancer Control and Population Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA
| | - Nicole Ray
- Cancer Control and Population Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA
| | | | - Douglas B. Fair
- Cancer Control and Population Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA
- Primary Children's Hospital, Salt Lake City, Utah, USA
- Department of Pediatrics, University of Utah, Salt Lake City, Utah, USA
| | | | - Lauri Linder
- Cancer Control and Population Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA
- College of Nursing, University of Utah, Salt Lake City, Utah, USA
- Primary Children's Hospital, Salt Lake City, Utah, USA
| | - David Gill
- Intermountain Health, Salt Lake City, Utah, USA
| | - Anne C. Kirchhoff
- Cancer Control and Population Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA
- Department of Pediatrics, University of Utah, Salt Lake City, Utah, USA
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117
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Lee MK, Durani U, Zhang N, Hilal T, Warsame RM, Borah B, Khera N, Griffin JM. Relationships Among Health Insurance Literacy, Financial Toxicity, and Sociodemographic Factors in Patients With Cancer. JCO Oncol Pract 2023; 19:888-898. [PMID: 37616546 PMCID: PMC10615437 DOI: 10.1200/op.22.00829] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Revised: 06/02/2023] [Accepted: 06/28/2023] [Indexed: 08/26/2023] Open
Abstract
PURPOSE The objective of the study was to describe the prevalence of health insurance literacy (HIL) and investigate how patient-reported outcome measures assessing HIL are related to financial toxicity in patients with cancer. METHODS We assessed HIL and financial toxicity in 404 patients enrolled between December 2019 and January 2021 at two medical centers in the United States. We conducted exploratory factor analysis (EFA) and confirmatory factor analysis (CFA) to explore and test the relationships among the factors and items. We fit structural equation models (SEMs) to find the relationships among the factors and sociodemographic/clinical characteristics. RESULTS The EFA revealed items loaded on four factors: knowledge about health insurance, confidence related to HIL (HIL confidence), information-seeking behavior related to health insurance, and financial toxicity. The four-factor CFA model had good fit statistics (comparative fit index, 0.960; Tucker-Lewis index, 0.958; root mean square error of approximation, 0.046; and standardized root mean square residual, 0.086). In SEM, income, education level, and race positively predicted knowledge about health insurance. Knowledge about health insurance and number of total lines of cancer treatment was positively associated with HIL confidence. Higher income, older age, and HIL confidence were associated with less financial toxicity. Higher levels of financial toxicity, HIL confidence, and knowledge were associated with greater information-seeking behavior. CONCLUSION Our findings showed how different aspects of HIL are related to financial toxicity even after adjustment for sociodemographic and clinical characteristics. Future studies should investigate the longitudinal relationships among these factors to help develop interventions to mitigate financial toxicity.
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Affiliation(s)
- Minji K. Lee
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN
| | - Urshila Durani
- Division of Hematology, Department of Medicine, Mayo Clinic, Rochester, MN
| | - Nan Zhang
- Department of Quantitative Health Sciences, Mayo Clinic, Phoenix, AZ
| | - Talal Hilal
- Department of Quantitative Health Sciences, Mayo Clinic, Phoenix, AZ
- Division of Hematology/Oncology, University of Mississippi, Jackson, MS
| | - Rahma M. Warsame
- Division of Hematology, Department of Medicine, Mayo Clinic, Rochester, MN
| | - Bijan Borah
- Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, MN
- Division of Health Care Delivery Research, Mayo Clinic, Rochester, MN
| | - Nandita Khera
- Division of Hematology/Oncology, Mayo Clinic, Phoenix, AZ
| | - Joan M. Griffin
- Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, MN
- Division of Health Care Delivery Research, Mayo Clinic, Rochester, MN
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Yeager KA, Zahnd WE, Eberth JM, Vanderpool RC, Rohweder C, Teal R, Vu M, Stradtman L, Frost EL, Trapl E, Gonzalez SK, Vu T, Ko LK, Cole A, Farris PE, Shannon J, Askelson N, Seegmiller L, White A, Edward J, Davis M, Petermann V, Wheeler SB. Financial navigation: Staff perspectives on patients' financial burden of cancer care. J Cancer Surviv 2023; 17:1461-1470. [PMID: 35080699 PMCID: PMC9314461 DOI: 10.1007/s11764-022-01175-2] [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: 12/16/2021] [Accepted: 01/17/2022] [Indexed: 11/29/2022]
Abstract
PURPOSE To describe perceptions of financial navigation staff concerning patients' cancer-related financial burden. METHODS This qualitative descriptive study used a semi-structured interview guide to examine perceptions of financial navigation staff concerning patients' cancer-related financial burden. Staff who provided financial navigation support services to cancer patients were interviewed from different types of cancer programs across seven states representing rural, micropolitan, and urban settings. Interviews lasted approximately one hour, were audio recorded, and transcribed. Transcripts were double coded for thematic analysis. RESULTS Thirty-five staff from 29 cancer centers were interviewed. The first theme involved communication issues related to patient and financial navigation staff expectations, timing and the sensitive nature of financial discussions. The second theme involved the multi-faceted impact of financial burden on patients, including stress, difficulty adhering to treatments, and challenges meeting basic, non-medical needs. CONCLUSIONS AND IMPLICATIONS FOR CANCER SURVIVORS: Cancer-related financial burden has a profound impact on cancer survivors' health and non-health outcomes. Discussions regarding cancer-related costs between cancer survivors and healthcare team members could help to normalize conversations and mitigate the multi-faceted determinants and effects of cancer-related financial burden. As treatment may span months and years and unexpected costs arise, having this discussion regularly and systematically is needed.
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Affiliation(s)
| | - Whitney E Zahnd
- University of Iowa, Iowa City, IA, USA
- University of South Carolina, Columbia, SC, USA
| | | | | | | | - Randall Teal
- University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Maihan Vu
- University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | | | | | - Erika Trapl
- Case Western Reserve University, Cleveland, OH, USA
| | | | - Thuy Vu
- University of Washington, Seattle, WA, USA
| | - Linda K Ko
- University of Washington, Seattle, WA, USA
| | | | | | | | | | | | - Arica White
- Centers for Disease Control and Prevention, Atlanta, GA, USA
| | | | - Melinda Davis
- Oregon Health & Science University, Portland, OR, USA
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Bogdanovski AK, Sturgeon C, James BC. Financial toxicity in thyroid cancer survivors. Curr Opin Endocrinol Diabetes Obes 2023; 30:238-243. [PMID: 37470486 DOI: 10.1097/med.0000000000000826] [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: 07/21/2023]
Abstract
PURPOSE OF REVIEW Financial burden and distress are high in patients with thyroid cancer. However, little has been done to evaluate potential interventions to mitigate financial toxicity in survivors. This review will cover current data on the impact of financial toxicity on quality of life and clinical outcomes in patients with thyroid cancer and highlight areas for future study. RECENT FINDINGS Thyroid cancer incidence has nearly tripled in the past decades, and cost of treatment is predicted to rise more than other cancers over the next decade. With mean age of diagnosis at 51 years, most patients begin treatment while still working, do not qualify for Medicare or Social Security, and are susceptible to higher financial burden. Though thyroid cancer has high survival rates, some studies suggest patients have worse quality of life and higher financial burden than more morbid cancers. SUMMARY Thyroid cancer survivors have high rates of financial toxicity, and there remains need for longitudinal studies to evaluate how financial burden may change during the treatment process while also assessing potential tools to mitigate this burden.
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Affiliation(s)
- Anastasia K Bogdanovski
- Harvard Medical School
- Department of Surgery, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
| | - Cord Sturgeon
- Northwestern University Feinberg School of Medicine
- Department of Surgery, Northwestern Memorial Hospital, Chicago, Illinois, USA
| | - Benjamin C James
- Harvard Medical School
- Department of Surgery, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
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Jackson Levin N, Tan CY, Stelmak D, Iannarino NT, Zhang A, Ellman E, Herrel LA, Walling EB, Moravek MB, Chugh R, Haymart MR, Zebrack B. Banking on Fertility Preservation: Financial Concern for Adolescent and Young Adult Cancer Patients Considering Oncofertility Services. J Adolesc Young Adult Oncol 2023; 12:710-717. [PMID: 36603107 PMCID: PMC10611956 DOI: 10.1089/jayao.2022.0055] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023] Open
Abstract
Purpose: Financial concern is a major issue for adolescent and young adult (AYA) cancer patients. Furthermore, unaddressed oncofertility challenges (e.g., infertility) are linked to psychological distress and decreased overall quality of life. Little is known about how financial concern in terms of oncofertility (i.e., concern regarding affording fertility preservation [FP] services) impacts AYAs' decision making and experiences. Methods: AYA cancer patients (n = 27) aged 12-25 years whose cancer treatment conferred risk of infertility were recruited through electronic health record query. Participants completed semi-structured interviews, which were recorded, transcribed, and deductively coded for themes related to information needs, knowledge of treatment effects on fertility, and reproductive concerns after cancer. Emergent, inductive themes related to financial concern were identified. The Institutional Review Board at the University of Michigan approved this study (HUM#00157267). Results: Financial concern was a dominant theme across the qualitative data. Emergent themes included (1) varied access to health insurance, (2) presence of parental/guardian support, (3) reliance upon financial aid, (4) negotiating infertility risk, and (5) lack of preparation for long-term costs. AYAs relied heavily upon parents for out-of-pocket and insurance coverage support. Some participants sought financial aid when guided by providers. Several participants indicated that no financial support existed for their circumstance. Conclusions: Financial consequences in terms of oncofertility are a major issue affecting AYA cancer patients. The incidence and gravity of financial concern surrounding affording oncofertility services merits attention in future research (measuring financial resources of AYAs' parental/support networks), clinical practice (strategically addressing short- and long-term costs; tailored psychosocial support), and health care policy (promoting legislation to mandate pre- and post-treatment FP coverage).
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Affiliation(s)
- Nina Jackson Levin
- Department of Anthropology, School of Social Work, University of Michigan, Ann Arbor, Michigan, USA
| | - Chiu Yi Tan
- Department of Psychiatry, University of Michigan, Ann Arbor, Michigan, USA
| | - Daria Stelmak
- School of Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Nicholas T. Iannarino
- Department of Language, Culture, and the Arts at University of Michigan-Dearborn, Dearborn, Michigan, USA
| | - Anao Zhang
- School of Social Work, University of Michigan, Ann Arbor, Michigan, USA
| | - Erin Ellman
- Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan, USA
| | - Lindsey A. Herrel
- Department of Urology, University of Michigan, Ann Arbor, Michigan, USA
| | - Emily B. Walling
- Department of Pediatric Hematology/Oncology, University of Michigan, Ann Arbor, Michigan, USA
| | - Molly B. Moravek
- Department of Urology, University of Michigan, Ann Arbor, Michigan, USA
- Department of Obstetrics & Gynecology, University of Michigan, Ann Arbor, Michigan, USA
| | - Rashmi Chugh
- Department of Internal Medicine, Endocrinology & Diabetes Clinic, University of Michigan, Ann Arbor, Michigan, USA
| | - Megan R. Haymart
- Department of Metabolism, Endocrinology & Diabetes Clinic, University of Michigan, Ann Arbor, Michigan, USA
| | - Brad Zebrack
- School of Social Work, University of Michigan, Ann Arbor, Michigan, USA
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Walker H, Rimmer B, Dutton L, Finch T, Gallagher P, Lewis J, Burns R, Araújo-Soares V, Williams S, Sharp L. Experiences of work for people living with a grade 2/3 oligodendroglioma: a qualitative analysis within the Ways Ahead study. BMJ Open 2023; 13:e074151. [PMID: 37770270 PMCID: PMC10546132 DOI: 10.1136/bmjopen-2023-074151] [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: 03/28/2023] [Accepted: 09/07/2023] [Indexed: 09/30/2023] Open
Abstract
OBJECTIVES This study aimed to explore the work experiences of people living with an oligodendroglioma. DESIGN This was a descriptive qualitative study. One-time semi-structured interviews exploring supportive care needs were conducted; work was discussed at various points throughout each interview. An inductive thematic analysis was undertaken. SETTING Participants were recruited across the UK through four National Health Service hospitals and the Brain Tumour Charity research involvement networks. PARTICIPANTS 19 people with grade 2 or 3 oligodendroglioma (mean age 52 years; male n=11). At diagnosis, 16 participants were working, 2 studying and 1 retired. At the interview (mean time since diagnosis 9.6 years; range 1-18 years), seven participants were working, eight retired (four on medical grounds) and four unable to work due to illness. RESULTS Seven themes were constructed: (1) physical and cognitive limitations; (2) work ability and productivity; (3) work accommodations; (4) changing roles; (5) attitudes of clients and coworkers; (6) feelings and ambitions; and (7) financial implications. Fatigue, seizures and cognitive deficits influenced work ability. A stressful work environment could exacerbate symptoms. Changes in job roles and work environment were often required. Employer and coworker support were integral to positive experiences. Work changes could result in financial stress and strain. CONCLUSIONS This study has highlighted, for the first time, influences on work experiences in this understudied population. These findings have implications for clinicians and employers, when considering the importance of work in rehabilitation for people with oligodendrogliomas, and the individually assessed adjustments required to accommodate them, should employment be desired.
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Affiliation(s)
- Hayley Walker
- Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
| | - Ben Rimmer
- Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Lizzie Dutton
- Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Tracy Finch
- Department of Nursing, Midwifery, and Health, Northumbria University, Newcastle upon Tyne, UK
| | | | - Joanne Lewis
- Newcastle Upon Tyne Hospitals NHS Foundation Trust, Newcastle Upon Tyne, UK
| | - Richéal Burns
- Faculty of Science, Atlantic Technological University, Sligo, Ireland
- Health and Biomedical Strategic Research Centre, Atlantic Technological University, Sligo, Ireland
| | - Vera Araújo-Soares
- Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, UK
- Centre for Preventive Medicine and Digital Health, Department for Prevention of Cardiovascular and Metabolic Disease, Medical Faculty Mannheim, Heidelberg University, Heidelberg, Germany
| | - Sophie Williams
- Newcastle Upon Tyne Hospitals NHS Foundation Trust, Newcastle Upon Tyne, UK
| | - Linda Sharp
- Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, UK
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Surachman A, Tucker-Seeley R, Almeida DM. The association between material-psychological-behavioral framework of financial hardship and markers of inflammation: a cross-sectional study of the Midlife in the United States (MIDUS) Refresher cohort. BMC Public Health 2023; 23:1845. [PMID: 37735377 PMCID: PMC10514981 DOI: 10.1186/s12889-023-16745-x] [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: 11/21/2022] [Accepted: 09/12/2023] [Indexed: 09/23/2023] Open
Abstract
BACKGROUND Measures of financial hardship have been suggested to supplement traditional indicators of socioeconomic status (SES) to elucidate household economic well-being. This study formally tested the construct validity of financial hardship and examined its association with markers of inflammation. METHODS This study utilized data from the Midlife Development in the United States Refresher Study (MIDUS-R; Age = 23-76, 53.7% female, 71% white). Participants were divided into exploratory factor analysis (EFA; completed SAQs only; N = 2,243) and confirmatory factor analysis sample (CFA; completed SAQs and biomarker assessment; N = 863). Analysis was divided into three steps. First, exploratory factor analysis (EFA) is used to examine if the three-domain factor (material, psychological, and behavioral) is the best fitting model for financial hardship measures. Second, we conducted CFA to test the hypothesized three-factor measurement model of financial hardship. Third, we tested the association between domains and the general latent factor of financial hardship and inflammation (interleukin 6/IL6, c-reactive protein/CRP, and fibrinogen). RESULTS Results from EFA supported the three-domain model of financial hardship. The hypothesized three-domain measurement model fits well in a different sample within MIDUS-R. In the models adjusted for age and sex, higher material hardship was associated with elevated IL6, CRP, and fibrinogen, while higher behavioral hardship was associated with higher CRP. The association between the material domain and IL6 remained significant after adding body mass index, education, and race as additional covariates. The second-order financial hardship measurement model was associated with IL6, CRP, and fibrinogen, adjusted for age, sex, BMI, education, and race. CONCLUSION Explicating the socioeconomic environment to include indicators of financial hardship can help researchers better understand the pathway between SES and the inflammation process, which may help elucidate pathways between SES and age-related chronic diseases associated with inflammation.
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Affiliation(s)
- Agus Surachman
- Department of Epidemiology and Biostatistics, Dornsife School of Public Health, Drexel University, Philadelphia, 19104, USA.
- College of Nursing and Health Professions, Drexel University, Philadelphia, 19104, USA.
| | | | - David M Almeida
- Department of Human Development and Family Studies, The Pennsylvania State University, University Park, PA, 16802, USA
- Center for Healthy Aging, The Pennsylvania State University, University Park, PA, 16802, USA
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Lin L, Chen Q, Lai F, Guo D, Wang J, Tian L. The interaction of financial toxicity and social support on social functioning in post-chemotherapy breast cancer patients: a cross-sectional study. Support Care Cancer 2023; 31:583. [PMID: 37728783 DOI: 10.1007/s00520-023-08048-z] [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: 06/05/2023] [Accepted: 09/08/2023] [Indexed: 09/21/2023]
Abstract
PURPOSE To explore the correlation between financial toxicity, social support, and social functioning in post-chemotherapy breast cancer patients, as well as any possible interaction of financial toxicity and social support on social functioning. METHODS Post-chemotherapy breast cancer patients admitted to the thyroid and breast surgery departments of three first-class general hospitals in East China from December 2020 to January 2022 were recruited by convenience sampling for a cross-sectional survey. The survey instruments included the general information form, the comprehensive scores for financial toxicity based on the patient-reported outcome measures (COST-PROM), the social roles and activity participation subscale from the patient-reported outcomes measurement system-breast-chemotherapy (PROMS-B-C) (score range: 8-40), and the social support subscale from PROMS-B-C (score range: 16-80). RESULTS The results showed that low social functioning (low score) in post-chemotherapy breast cancer patients was positively correlated with high financial toxicity (low score) as well as poor economic resources (low score) and poor psychosocial responses (low score) (P<0.01) and negatively correlated with low economic expenditures (low score) (P<0.01); high social functioning (high score) was positively correlated with high social support (high score) (P<0.01). The interaction analysis results showed an additive interaction between financial toxicity and social support in social functioning. CONCLUSION There was an additive interaction of financial toxicity and social support in the social functioning of post-chemotherapy breast cancer patients. Those patients with high financial toxicity and low social support are the most likely to benefit from relevant intervention measures compared to other breast cancer populations.
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Affiliation(s)
- Lu Lin
- The First Affiliated Hospital of Soochow University, Suzhou, 215006, People's Republic of China
- School of Nursing, Medical College of Soochow University, No. 188 Shizi Road, Suzhou, 215006, People's Republic of China
| | - Qiuyun Chen
- Department of Nursing, Dushu Lake Hospital Affiliated to Soochow University, No. 9 Chongwen Road, Suzhou, 215006, People's Republic of China
| | - Fengxia Lai
- School of Nursing, Medical College of Soochow University, No. 188 Shizi Road, Suzhou, 215006, People's Republic of China
| | - Daoxia Guo
- School of Nursing, Medical College of Soochow University, No. 188 Shizi Road, Suzhou, 215006, People's Republic of China
| | - Jie Wang
- Department of Nursing, Dushu Lake Hospital Affiliated to Soochow University, No. 9 Chongwen Road, Suzhou, 215006, People's Republic of China.
| | - Li Tian
- The First Affiliated Hospital of Soochow University, Suzhou, 215006, People's Republic of China.
- School of Nursing, Medical College of Soochow University, No. 188 Shizi Road, Suzhou, 215006, People's Republic of China.
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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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Sinaiko AD, Lewis DM, Ho YX, Dusetzina SB, Packer S, Kumar VS, Keating NL. Designing a Digital Tool to Inform Oncology Practices About Cancer Treatment Cost Burdens. JCO Clin Cancer Inform 2023; 7:e2300022. [PMID: 38086014 PMCID: PMC10715805 DOI: 10.1200/cci.23.00022] [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: 02/06/2023] [Revised: 09/27/2023] [Accepted: 10/23/2023] [Indexed: 12/18/2023] Open
Abstract
Paper describes our development of a web-based tool to make Medicare patient prices for cancer drugs known to their care teams.
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Affiliation(s)
- Anna D. Sinaiko
- Department of Health Policy and Management, Harvard T.H. Chan School of Public Health, Boston, MA
| | | | | | - Stacie B. Dusetzina
- Department of Health Policy and Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, Nashville, TN
| | - Stuart Packer
- Department of Oncology, Montefiore Medical Center, New York, NY
| | | | - Nancy L. Keating
- Department of Health Care Policy, Harvard Medical School, Boston, MA
- Division of General Internal Medicine, Brigham and Women's Hospital, Boston, MA
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Halpern MT, de Moor JS, Han X, Zhao J, Zheng Z, Yabroff KR. Association of Employment Disruptions and Financial Hardship Among Individuals Diagnosed with Cancer in the United States: Findings from a Nationally Representative Study. CANCER RESEARCH COMMUNICATIONS 2023; 3:1830-1839. [PMID: 37705562 PMCID: PMC10496757 DOI: 10.1158/2767-9764.crc-23-0157] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Revised: 04/21/2023] [Accepted: 08/15/2023] [Indexed: 09/15/2023]
Abstract
Financial hardship (FH), defined as adverse patient effects due to cancer costs, is experienced by approximately half of individuals diagnosed with cancer. Many individuals diagnosed with cancer also experience disruptions with their employment. This study examines associations of employment disruptions and FH among a nationally representative sample of individuals diagnosed with cancer in the United States. We utilized 2016/2017 Medical Expenditure Panel Survey Experiences with Cancer data from individuals who worked for pay following cancer diagnosis. Employment disruption included taking extended paid time off work; switching to part-time/less demanding jobs; and/or retiring early due to cancer diagnosis/treatment. FH domains included: material (e.g., borrowing money/financial sacrifices); psychologic (e.g., worrying about medical bills/income); and behavioral (delaying/forgoing healthcare services because of cost). Multivariable logistic regression analyses determined associations of employment disruption and FH. Among 732 individuals with a cancer history, 47.4% experienced employment disruptions; 55.9% experienced any FH. Any FH was significantly more common among individuals with versus without employment disruptions across multiple measures and domains (68.7% vs. 44.5%; P value of difference <0.0001). Individuals with employment disruptions were more likely to have any FH [OR, 2.38; 95% confidence interval (CI), 1.62-3.52] and more FHs (OR, 2.76; 95% CI, 1.96-3.89]. This study highlights that employment disruptions are common and significantly associated with multiple domains of FH among individuals with a cancer history. Employer workplace accommodation, physician discussions regarding potential impacts of cancer care on employment, and other policies to minimize employment disruptions among individuals diagnosed with cancer may reduce FH in this vulnerable population. Significance Individuals diagnosed with cancer may have employment disruptions; they may also develop FHs. People with cancer who have employment changes are more likely to also have FHs. Physicians and employers can help individuals with cancer through advancing planning, workplace assistance, and improved medical leave and insurance policies.
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Affiliation(s)
| | | | - Xuesong Han
- Surveillance and Health Equity Science, American Cancer Society, Atlanta, Georgia
| | - Jingxuan Zhao
- Surveillance and Health Equity Science, American Cancer Society, Atlanta, Georgia
| | - Zhiyuan Zheng
- 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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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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Tak HJ, Horner RD, Lee MS, Shih YCT. Impact of functional disability on health-care use and medical costs among cancer survivors. JNCI Cancer Spectr 2023; 7:pkad059. [PMID: 37584678 PMCID: PMC10505255 DOI: 10.1093/jncics/pkad059] [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: 04/12/2023] [Revised: 08/07/2023] [Accepted: 08/09/2023] [Indexed: 08/17/2023] Open
Abstract
BACKGROUND Cancer survivors with a disability are among the most vulnerable in health status and financial hardship, but no prior research has systematically examined how disability modifies health-care use and costs. This study examined the association between functional disability among cancer survivors and their health-care utilization and medical costs. METHODS We generated nationally representative estimates using the 2015-2019 Medical Expenditure Panel Survey. Outcomes included use of 6 service types (inpatient, outpatient, office-based physician, office-based nonphysician, emergency department, and prescription) and medical costs of aggregate services and by each of 6 service types. The primary independent variable was a categorical variable for the total number of functional disabilities. We employed multivariable generalized linear models and 2-part models, adjusting for sociodemographics and health conditions and accounting for survey design. RESULTS Among cancer survivors (n = 9359; weighted n = 21 046 285), 38.8% reported at least 1 disability. Compared with individuals without a disability, cancer survivors with 4 or more disabilities experienced longer hospital stays (adjusted average marginal effect = 1.14 days, 95% confidence interval [CI] = 0.55 to 1.73), more visits to an office-based physician (average marginal effect = 1.43 visits, 95% CI = 0.51 to 2.35), and a greater number of prescriptions (average marginal effect = 12.1 prescriptions, 95% CI = 9.27 to 15.0). Their total (average marginal effect = $9537, 95% CI = $5713 to $13 361) and out-of-pocket (average marginal effect = $639, 95% CI = $79 to $1199) medical costs for aggregate services were statistically significantly higher. By type, disability in independent living was most strongly associated with greater costs for aggregate services. CONCLUSIONS Cancer survivors with a disability experienced greater health-care use and higher costs. Cancer survivorship planning for health care and financial stability should consider the patients' disability profile.
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Affiliation(s)
- Hyo Jung Tak
- Department of Health Services Research and Administration, University of Nebraska Medical Center, Omaha, NE, USA
| | - Ronnie D Horner
- Department of Health Services Research and Administration, University of Nebraska Medical Center, Omaha, NE, USA
| | - Min Sok Lee
- Department of Economics, University of Chicago, Chicago, IL, USA
| | - Ya-Chen Tina Shih
- Jonsson Comprehensive Cancer Center and Department of Radiation Oncology, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA, USA
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Lustberg MB, Kuderer NM, Desai A, Bergerot C, Lyman GH. Mitigating long-term and delayed adverse events associated with cancer treatment: implications for survivorship. Nat Rev Clin Oncol 2023; 20:527-542. [PMID: 37231127 PMCID: PMC10211308 DOI: 10.1038/s41571-023-00776-9] [Citation(s) in RCA: 18] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/26/2023] [Indexed: 05/27/2023]
Abstract
Despite the importance of chemotherapy-associated adverse events in oncology practice and the broad range of interventions available to mitigate them, limited systematic efforts have been made to identify, critically appraise and summarize the totality of evidence on the effectiveness of these interventions. Herein, we review the most common long-term (continued beyond treatment) and late or delayed (following treatment) adverse events associated with chemotherapy and other anticancer treatments that pose major threats in terms of survival, quality of life and continuation of optimal therapy. These adverse effects often emerge during and continue beyond the course of therapy or arise among survivors in the months and years following treatment. For each of these adverse effects, we discuss and critically evaluate their underlying biological mechanisms, the most commonly used pharmacological and non-pharmacological treatment strategies, and evidence-based clinical practice guidelines for their appropriate management. Furthermore, we discuss risk factors and validated risk-assessment tools for identifying patients most likely to be harmed by chemotherapy and potentially benefit from effective interventions. Finally, we highlight promising emerging supportive-care opportunities for the ever-increasing number of cancer survivors at continuing risk of adverse treatment effects.
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Affiliation(s)
- Maryam B Lustberg
- Department of Medicine, Yale University School of Medicine, New Haven, CT, USA
| | | | - Aakash Desai
- Department of Medicine, Mayo Clinic School of Medicine, Rochester, MN, USA
| | - Cristiane Bergerot
- Centro de Câncer de Brasília, Instituto Unity de Ensino e Pesquisa, Brasilia, Brazil
| | - Gary H Lyman
- Division of Public Health Sciences, Fred Hutchinson Cancer Center, Seattle, WA, USA.
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Karim MA, Ramezani M, Leroux T, Kum HC, Singal AG. Healthcare Costs for Medicare Patients With Hepatocellular Carcinoma in the United States. Clin Gastroenterol Hepatol 2023; 21:2327-2337.e9. [PMID: 36435358 PMCID: PMC10205916 DOI: 10.1016/j.cgh.2022.11.015] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/22/2022] [Revised: 10/12/2022] [Accepted: 11/04/2022] [Indexed: 11/25/2022]
Abstract
BACKGROUND & AIMS Hepatocellular carcinoma (HCC) has an increasing mortality in the United States and is a leading cause of morbidity and mortality in patients with cirrhosis. We aimed to estimate the financial burden related to HCC in a large nationally representative United States cohort. METHODS We used the Surveillance, Epidemiology, and End Results program (SEER)-Medicare database to identify 4525 adult patients who were diagnosed with HCC between 2011 and 2015. We generated a 1:1 propensity score-matched cohort of patients with cirrhosis but no HCC as a comparator group to define incremental HCC-specific costs beyond costs related to underlying cirrhosis. Our main outcomes were patient liabilities and Medicare payments in the first year after HCC diagnosis. RESULTS Compared with patients with cirrhosis, those with HCC had higher incremental patient liabilities (median +$7166; interquartile range, $2401-$16,099) and Medicare payments (+$50,110; interquartile range, $142,42-$136,239; P < .001 for both) in the first year after diagnosis. Patients with HCC had significantly higher inpatient, outpatient, and physician service costs compared with the matched cohort with cirrhosis (P < .001 for all). Patients with early-stage HCC had lower incremental patient liabilities (median, $4195 vs $8238; P < .001) and Medicare payments (median, $28,207 vs $59,509; P < .001) than those with larger tumor burden. In multivariable median regression analysis, incremental patient liabilities and Medicare payments were significantly associated with the National Cancer Institute comorbidity index, nonalcoholic fatty liver disease etiology, presence of ascites, and presence of hepatic encephalopathy. CONCLUSIONS Patients with HCC suffer from cancer-related financial burden, highlighting a need for policy interventions and financial support systems.
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Affiliation(s)
- Mohammad A Karim
- Population Informatics Laboratory, Department of Health Policy & Management, School of Public Health, Texas A&M University, College Station, Texas
| | - Mahin Ramezani
- Population Informatics Laboratory, Department of Health Policy & Management, School of Public Health, Texas A&M University, College Station, Texas
| | | | - Hye-Chung Kum
- Population Informatics Laboratory, Department of Health Policy & Management, School of Public Health, Texas A&M University, College Station, Texas
| | - Amit G Singal
- Division of Digestive and Liver Diseases, University of Texas Southwestern Medical Center, Dallas, Texas.
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Pisu M, Liang MI, Pressman SD, Ryff CD, Patel MR, Hussein M, Williams CP, Henrikson NB, Schoenberger YM, Pracht LJ, Bradshaw E, Carpenter TT, Matthis A, Schwartz DL, Martin MY. Expanding research on the impact of financial hardship on emotional well-being: guidance of diverse stakeholders to the Emotional Well-Being and Economic Burden of Disease (EMOT-ECON) Research Network. Front Psychol 2023; 14:1196525. [PMID: 37575433 PMCID: PMC10416236 DOI: 10.3389/fpsyg.2023.1196525] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Accepted: 07/11/2023] [Indexed: 08/15/2023] Open
Abstract
The Emotional Well-Being and Economic Burden (EMOT-ECON) Research Network is one of six research networks funded by the National Institutes of Health (NIH) to advance research about emotional well-being (EWB), and the only one that focuses on addressing how economic burden due to disease or illness affects EWB. The network convened researchers, patients, patient advocates, health care providers and other stakeholders from across the US to discuss the significance of addressing the impact of the economic burden of disease on EWB, the complexity of this prevalent problem for patients and families, and the research gaps that still need to be studied to ultimately develop strategies to reduce the impact of economic burden of disease on EWB and health. Participants identified some important future areas of research as those investigating: (i) prevalent and relevant emotions for patients experiencing economic burden of disease and financial hardship, and how their broader outlook on life is impacted; (ii) constructs and contexts that influence whether the economic burden is stressful; (iii) strategies to deal and cope and their positive or negative effects on EWB and health; and (iv) multi-level and multi-stakeholder interventions to address economic factors (e.g., costs, ability to pay), administrative burdens, education and training, and especially patients' emotional as well as financial status.
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Affiliation(s)
- Maria Pisu
- Division of Preventive Medicine and O’Neal Comprehensive Cancer Center, University of Alabama at Birmingham, Birmingham, AL, United States
| | - Margaret I. Liang
- Division of Gynecologic Oncology, Department of Obstetrics and Gynecology, Cedars-Sinai Medical Center, Los Angeles, CA, United States
| | - Sarah D. Pressman
- Department of Psychological Science, University of California, Irvine, Irvine, CA, United States
| | - Carol D. Ryff
- Department of Psychology and Institute on Aging, University of Wisconsin-Madison, Madison, WI, United States
| | - Minal R. Patel
- Department of Health Behavior and Health Education, School of Public Health, University of Michigan, Ann Arbor, MI, United States
| | - Mustafa Hussein
- Department of Health Policy and Management, Graduate School of Public Health, The City University of New York, New York, NY, United States
| | - Courtney P. Williams
- Division of Preventive Medicine and O’Neal Comprehensive Cancer Center, University of Alabama at Birmingham, Birmingham, AL, United States
| | - Nora B. Henrikson
- Kaiser Permanente, Washington Health Research Institute, Seattle, WA, United States
| | - Yu-Mei Schoenberger
- Division of Preventive Medicine and O’Neal Comprehensive Cancer Center, University of Alabama at Birmingham, Birmingham, AL, United States
| | | | - Erin Bradshaw
- Patient Advocate Foundation, Patient Insight Institute, Hampton, VA, United States
| | | | - Amy Matthis
- American Diabetes Association, Alexandria, VA, United States
| | - David L. Schwartz
- Departments of Radiation Oncology and Preventive Medicine, University of Tennessee Health Science Center, Memphis, TN, United States
| | - Michelle Y. Martin
- Department of Preventive Medicine and Center for Innovation in Health Equity Research, University of Tennessee Health Science Center, Memphis, TN, United States
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Shi JJ, McGinnis GJ, Peterson SK, Taku N, Chen YS, Yu RK, Wu CF, Mendoza TR, Shete SS, Ma H, Volk RJ, Giordano SH, Shih YCT, Nguyen DK, Kaiser KW, Smith GL. Pilot study of a Spanish language measure of financial toxicity in underserved Hispanic cancer patients with low English proficiency. Front Psychol 2023; 14:1188783. [PMID: 37492449 PMCID: PMC10364629 DOI: 10.3389/fpsyg.2023.1188783] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Accepted: 06/23/2023] [Indexed: 07/27/2023] Open
Abstract
Background Financial toxicity (FT) reflects multi-dimensional personal economic hardships borne by cancer patients. It is unknown whether measures of FT-to date derived largely from English-speakers-adequately capture economic experiences and financial hardships of medically underserved low English proficiency US Hispanic cancer patients. We piloted a Spanish language FT instrument in this population. Methods We piloted a Spanish version of the Economic Strain and Resilience in Cancer (ENRICh) FT measure using qualitative cognitive interviews and surveys in un-/under-insured or medically underserved, low English proficiency, Spanish-speaking Hispanics (UN-Spanish, n = 23) receiving ambulatory oncology care at a public healthcare safety net hospital in the Houston metropolitan area. Exploratory analyses compared ENRICh FT scores amongst the UN-Spanish group to: (1) un-/under-insured English-speaking Hispanics (UN-English, n = 23) from the same public facility and (2) insured English-speaking Hispanics (INS-English, n = 31) from an academic comprehensive cancer center. Multivariable logistic models compared the outcome of severe FT (score > 6). Results UN-Spanish Hispanic participants reported high acceptability of the instrument (only 0% responded that the instrument was "very difficult to answer" and 4% that it was "very difficult to understand the questions"; 8% responded that it was "very difficult to remember resources used" and 8% that it was "very difficult to remember the burdens experienced"; and 4% responded that it was "very uncomfortable to respond"). Internal consistency of the FT measure was high (Cronbach's α = 0.906). In qualitative responses, UN-Spanish Hispanics frequently identified a total lack of credit, savings, or income and food insecurity as aspects contributing to FT. UN-Spanish and UN-English Hispanic patients were younger, had lower education and income, resided in socioeconomically deprived neighborhoods and had more advanced cancer vs. INS-English Hispanics. There was a higher likelihood of severe FT in UN-Spanish (OR = 2.73, 95% CI 0.77-9.70; p = 0.12) and UN-English (OR = 4.13, 95% CI 1.13-15.12; p = 0.03) vs. INS-English Hispanics. A higher likelihood of severely depleted FT coping resources occurred in UN-Spanish (OR = 4.00, 95% CI 1.07-14.92; p = 0.04) and UN-English (OR = 5.73, 95% CI 1.49-22.1; p = 0.01) vs. INS-English. The likelihood of FT did not differ between UN-Spanish and UN-English in both models (p = 0.59 and p = 0.62 respectively). Conclusion In medically underserved, uninsured Hispanic patients with cancer, comprehensive Spanish-language FT assessment in low English proficiency participants was feasible, acceptable, and internally consistent. Future studies employing tailored FT assessment and intervention should encompass the key privations and hardships in this population.
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Affiliation(s)
- Julia J. Shi
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Gwendolyn J. McGinnis
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Susan K. Peterson
- Department of Behavioral Science, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Nicolette Taku
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Ying-Shiuan Chen
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Robert K. Yu
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Chi-Fang Wu
- Department of Health Services Research, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Tito R. Mendoza
- Department of Symptom Research, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Sanjay S. Shete
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Hilary Ma
- Department of General Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Robert J. Volk
- Department of Health Services Research, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Sharon H. Giordano
- Department of Health Services Research, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Ya-Chen T. Shih
- Department of Health Services Research, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Diem-Khanh Nguyen
- University of California Riverside School of Medicine, Riverside, CA, United States
| | - Kelsey W. Kaiser
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Grace L. Smith
- Department of Health Services Research, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
- Department of Gastrointestinal Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
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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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Williams CP, Platter HN, Davidoff AJ, Vanderpool RC, Pisu M, de Moor JS. "It's just not easy to understand": A mixed methods study of health insurance literacy and insurance plan decision-making in cancer survivors. Cancer Med 2023; 12:15424-15434. [PMID: 37218419 PMCID: PMC10417217 DOI: 10.1002/cam4.6133] [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: 01/30/2023] [Revised: 05/09/2023] [Accepted: 05/12/2023] [Indexed: 05/24/2023] Open
Abstract
BACKGROUND Understanding cancer survivors' health insurance decision-making is needed to improve insurance choice, potentially resulting in reduced financial hardship. METHODS This explanatory mixed methods study assessed health insurance decision-making in cancer survivors. Health Insurance Literacy Measure (HILM) captured HIL. Quantitative eye-tracking data collected from two simulated health insurance plan choice sets gauged dwell time (seconds), or interest, in benefits. Dwell time differences by HIL were estimated using adjusted linear models. Qualitative interviews explored survivors' insurance decision-making choices. RESULTS Cancer survivors (N = 80; 38% breast cancer) had a median age of 43 at diagnosis (IQR 34-52). When comparing traditional and high-deductible health plans, survivors were most interested in drug costs (median dwell time 58 s, IQR 34-109). When comparing health maintenance organization and preferred provider organization plans, survivors were most interested in test/imaging costs (40s, IQR 14-67). Survivors with low versus high HIL had more interest in deductible (β = 19 s, 95% CI 2-38) and hospitalization costs (β = 14 s, 95% CI 1-27) in adjusted models. Survivors with low versus high HIL more often ranked out-of-pocket (OOP) maximums and coinsurance as the most important and confusing benefits, respectively. Interviews (n = 20) revealed survivors felt alone "to do their own research" about insurance choices. OOP maximums were cited as the deciding factor since it is "how much money is going to be taken out of my pocket." Coinsurance was considered "rather than a benefit, it's a hindrance." CONCLUSION Interventions to aid in health insurance understanding and choice are needed to optimize plan choice and potentially reduce cancer-related financial hardship.
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Affiliation(s)
- Courtney P. Williams
- Divison of Preventive MedicineUniversity of Alabama at BirminghamBirminghamAlabamaUSA
| | - Heather N. Platter
- Division of Cancer Control and Population SciencesNational Cancer InstituteRockvilleMarylandUSA
| | - Amy J. Davidoff
- Division of Cancer Control and Population SciencesNational Cancer InstituteRockvilleMarylandUSA
| | - Robin C. Vanderpool
- Division of Cancer Control and Population SciencesNational Cancer InstituteRockvilleMarylandUSA
| | - Maria Pisu
- Divison of Preventive MedicineUniversity of Alabama at BirminghamBirminghamAlabamaUSA
| | - Janet S. de Moor
- Division of Cancer Control and Population SciencesNational Cancer InstituteRockvilleMarylandUSA
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Rurangwa C, Ndayisenga J, Sezirahiga J, Nyirimigabo E. Availability and affordability of anticancer medicines at cancer treating hospitals in Rwanda. BMC Health Serv Res 2023; 23:717. [PMID: 37391753 DOI: 10.1186/s12913-023-09706-y] [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: 11/04/2022] [Accepted: 06/15/2023] [Indexed: 07/02/2023] Open
Abstract
BACKGROUND Availability and accessibility of anti-cancer medicines is the pillar of cancer management, and it is one of the main concerns in low-income countries including Rwanda. The objective of this study was to assess the availability and affordability of anticancer medicines at cancer-treating hospitals in Rwanda. METHODOLOGY A descriptive cross-sectional study was conducted at 5 cancer-treating hospitals in Rwanda. Quantitative data were collected from stock cards and software that manage medicines and included the availability of anti-cancer medicines at the time of data collection, their stock status within the last two years, and the selling price. RESULTS The study found the availability of anti-cancer medicines at 41% in public hospitals at the time of data collection, and 45% within the last two years. We found the availability of anti-cancer medicines at 45% in private hospitals at the time of data collection, and 61% within the last two years. 80% of anti-cancer medicines in private hospitals were unaffordable while 20% were affordable. The public hospital that had most of the anti-cancer medicines in the public sector provided free services to the patients, and no cost was applied to the anti-cancer medicines. CONCLUSION The availability of anti-cancer medicines in cancer-treating hospitals is low in Rwanda, and most of them are unaffordable. There is a need to design strategies that can increase the availability and affordability of anti-cancer medicines, for the patients to get recommended cancer treatment options.
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Affiliation(s)
- Clement Rurangwa
- Immunization, Vaccines and Health Supply Chain Management, College of Medicines and Health Sciences, EAC Regional Centre of Excellence for Vaccines, University of Rwanda, Kigali, Rwanda.
| | - Jerome Ndayisenga
- African Research and Community Health Initiative (ARCH Initiative), Kigali, Rwanda
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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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Ng MSN, Chan DNS, So WKW. Health inequity associated with financial hardship among patients with kidney failure. PLoS One 2023; 18:e0287510. [PMID: 37352190 PMCID: PMC10289308 DOI: 10.1371/journal.pone.0287510] [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: 07/28/2022] [Accepted: 06/07/2023] [Indexed: 06/25/2023] Open
Abstract
Financial hardship is a common challenge among patients with kidney failure and may have negative health consequences. Therefore, financial status is regarded as an important determinant of health, and its impact needs to be investigated. This cross-sectional study aimed to identify the differences in patient-reported and clinical outcomes among kidney failure patients with different financial status. A total of 354 patients with kidney failure were recruited from March to June 2017 at two hospitals in Hong Kong. The Dialysis Symptoms Index and Kidney Disease Quality of Life-36 were used to evaluate patient-reported outcomes. Clinical outcomes were retrieved from medical records and assessed using the Karnofsky Performance Scale (functional status) and Charlson Comorbidity Index (comorbidity level). Patients were stratified using two dichotomised variables, employment status and income level, and their outcomes were compared using independent sample t-tests and Mann-Whitney U-tests. In this sample, the employment rate was 17.8% and the poverty rate was 61.2%. Compared with other patients, increased distress of specific symptoms and higher healthcare utilization, in terms of more emergency room visits and longer hospital stays, were found in patients with poorer financial status. Low-income patients reported a decreased mental quality of life. Financially underprivileged patients experienced health inequity in terms of impaired outcomes. Attention needs to be paid to these patients by providing financial assessments and interventions. Additional research is warranted to confirm these findings and understand the experience of financial hardship and health equity.
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Affiliation(s)
- Marques Shek Nam Ng
- The Nethersole School of Nursing, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, China
| | - Dorothy Ngo Sheung Chan
- The Nethersole School of Nursing, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, China
| | - Winnie Kwok Wei So
- The Nethersole School of Nursing, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, China
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Hastert TA, Nair M, Eggly S. Providers' communication-related concerns in helping patients address the financial impact of cancer. PATIENT EDUCATION AND COUNSELING 2023; 114:107860. [PMID: 37421848 DOI: 10.1016/j.pec.2023.107860] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/08/2023] [Revised: 06/14/2023] [Accepted: 06/16/2023] [Indexed: 07/10/2023]
Abstract
OBJECTIVES This study describes the communication-related concerns of oncology providers in addressing financial issues with patients. METHODS We conducted semi-structured interviews with 17 providers (9 clinicians, 5 social workers/navigators, 3 attorneys) who addressed financial concerns with cancer patients and analyzed resulting transcripts using qualitative thematic analysis. Interview topics included cost-related concerns of patients, resources providers used, and unmet needs related to addressing financial issues. Here we present codes and content related to a cross-cutting cost communication, stratified by provider discipline. RESULTS Communication-related issues varied by provider type. Clinicians identified lack of information, lack of time, and the need for additional support as major barriers to effective cost discussions. Social workers/navigators expressed the importance of establishing a relationship before discussing costs and on the need to revisit cost concerns over time to meet patients' changing needs. The attorneys endorsed the need for more and earlier cost communication to prevent financial hardship. CONCLUSION Communication concerns and strategies were central to providers' experiences of addressing cancer patient cost concerns. PRACTICE IMPLICATIONS Understanding the experiences of diverse oncology providers can inform the development and implementation of interventions to prevent and mitigate financial hardship in people with cancer.
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Affiliation(s)
- Theresa A Hastert
- Department of Oncology, Wayne State University School of Medicine, Detroit, MI, USA; Population Studies and Disparities Research Program, Karmanos Cancer Institute, Detroit, MI, USA.
| | - Mrudula Nair
- Department of Public Health Sciences, Henry Ford Medical Group, Detroit, MI, USA
| | - Susan Eggly
- Department of Oncology, Wayne State University School of Medicine, Detroit, MI, USA; Population Studies and Disparities Research Program, Karmanos Cancer Institute, Detroit, MI, USA
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Esselen KM, Baig RA, Gompers A, Stack-Dunnbier H, Hacker MR, Jang JW. Factors associated with increased financial toxicity after the completion of radiation treatment for gynecologic cancer. Support Care Cancer 2023; 31:388. [PMID: 37300721 DOI: 10.1007/s00520-023-07849-6] [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: 01/11/2023] [Accepted: 05/27/2023] [Indexed: 06/12/2023]
Abstract
PURPOSE We evaluated financial toxicity (FT) in patients with gynecologic cancer treated with radiation and assessed the impact of the COVID-19 pandemic on patients' financial wellbeing. METHODS Patients completed a survey 1 month after completing radiation from August 2019-March 2020 and November 2020-June 2021. The survey included the COmprehensive Score for Financial Toxicity (COST) tool, EQ-5D to measure quality of life (QOL) and pandemic-related questions for the second survey period. High FT was COST score ≤ 23. RESULTS Of 97 respondents (92% response rate), 49% completed the survey pre-pandemic and 51% after; the majority were white (76%) and had uterine cancer (64%). Sixty percent received external beam radiation with or without brachytherapy; 40% had only brachytherapy. High FT was associated with worse QOL (r = -0.37, P < 0.001), younger age and type of insurance (both p ≤ 0.03). Respondents with high FT were 6.0 (95% CI 1.0-35.9) times more likely to delay/avoid medical care, 13.6 (95% CI 2.9-64.3) times more likely to borrow money, and 6.9 (95% CI 1.7-27.2) times as likely to reduce spending on basic goods. The pandemic cohort had a smaller proportion of respondents with high FT than the pre-pandemic cohort (20% vs. 35%, p = 0.10) and a higher median COST score (32 (IQR 25-35) vs. 27 (IQR 19-34), p = 0.07). CONCLUSION Privately insured, younger respondents who received radiation for gynecologic cancer were at risk for FT. High FT was associated with worse QOL and economic cost-coping strategies. We observed less FT in the pandemic cohort, though not statistically different from the pre-pandemic cohort.
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Affiliation(s)
- Katharine M Esselen
- Department of Obstetrics and Gynecology, Beth Israel Deaconess Medical Center, Boston, MA, USA.
- Department of Obstetrics, Gynecology and Reproductive Biology, Harvard Medical School, Boston, MA, USA.
| | - Rasha A Baig
- Department of Obstetrics and Gynecology, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Annika Gompers
- Department of Obstetrics and Gynecology, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Hannah Stack-Dunnbier
- Department of Obstetrics and Gynecology, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Michele R Hacker
- Department of Obstetrics and Gynecology, Beth Israel Deaconess Medical Center, Boston, MA, USA
- Department of Obstetrics, Gynecology and Reproductive Biology, Harvard Medical School, Boston, MA, USA
| | - Joanne W Jang
- Department of Radiation Oncology, Beth Israel Deaconess Medical Center, Boston, MA, USA
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140
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Pail O, Knight TG. Financial toxicity in patients with leukemia undergoing hematopoietic stem cell transplantation: A systematic review. Best Pract Res Clin Haematol 2023; 36:101469. [PMID: 37353293 DOI: 10.1016/j.beha.2023.101469] [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: 02/17/2023] [Revised: 04/06/2023] [Accepted: 04/11/2023] [Indexed: 06/25/2023]
Abstract
Financial toxicity (FT) is a term used to describe the objective financial burden of cancer care including the associated coping behaviors used by patients and their caregivers. FT has been shown to result in both direct financial burdens and in clinically relevant outcomes, such as non-adherence with care, diminished quality of life, and even decreased overall survival. Much of the data has been described in solid tumors, with limited investigations in the malignant hematology population. Patients with hematologic malignancies undergoing hematopoietic stem cell transplantation (HSCT) face a unique financial burden driven by lengthy hospitalizations and acute and chronic morbidity that have downstream implications on their income and costs. In this review, we discuss the prevalence of FT in patients with leukemia who are eligible for HSCT. We review the impact of FT on financial and clinical outcomes and the role of various interventions that have been studied within this population.
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Affiliation(s)
- Orrin Pail
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
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141
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LeBlanc MR, Coles T, Biddell CB, Fiala MA. Measuring Financial Toxicity: A Closer Look. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2023; 26:953-955. [PMID: 36997116 DOI: 10.1016/j.jval.2023.03.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/03/2023] [Revised: 03/20/2023] [Accepted: 03/22/2023] [Indexed: 06/04/2023]
Affiliation(s)
- Matthew R LeBlanc
- School of Nursing, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA; UNC Lineberger Comprehensive Cancer Center, Chapel Hill, NC, USA.
| | - Theresa Coles
- Department of Population Health Sciences, Duke University School of Medicine, Durham, NC, USA
| | - Caitlin B Biddell
- Department of Health Policy and Management, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Mark A Fiala
- School of Medicine, Washington University in St. Louis, St. Louis, MO, USA
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142
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Sarkar S, Arakelyan S, Choa E, Poghosyan H. The role of financial security in loneliness or sadness among Medicare-enrolled cancer survivors during the COVID-19 pandemic. J Geriatr Oncol 2023; 14:101507. [PMID: 37216846 PMCID: PMC10123351 DOI: 10.1016/j.jgo.2023.101507] [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: 02/18/2023] [Revised: 04/05/2023] [Accepted: 04/21/2023] [Indexed: 05/24/2023]
Abstract
INTRODUCTION This study aims to estimate the relative decreased rate of financial security and increased rate of loneliness or sadness during the COVID-19 pandemic and investigate the association between financial security and loneliness or sadness among Medicare beneficiaries with a cancer history. MATERIAL AND METHODS We examined population-based, cross-sectional data from the Medicare Current Beneficiary Survey COVID-19 Winter 2021 survey. The study cohort included 1,632 Medicare beneficiaries (aged ≥65 years) with self-reported cancer history. The outcome was feelings of loneliness or sadness, and the independent variable was financial security during the 2020-2021 winter surge of COVID-19. We conducted weighted descriptive statistics, a cross-tabulation analysis, and multivariable logistic regression analyses. RESULTS Overall, 18.8% of cancer survivors reported increased feelings of loneliness or sadness and 11.2% reported decreased financial security during the 2020-2021 winter surge of COVID-19. Cancer survivors who reported decreased financial security had 93% higher odds of increased feelings of loneliness or sadness compared to those who reported feeling more or about the same financial security (Adjusted odds ratio [AOR] = 1.93; 95% Confidence Interval [CI] 1.25-3.01; p <0.004). DISCUSSION Decreased financial security and increased feelings of loneliness or sadness were prevalent among cancer survivors. Additional screenings and interventions beyond what are currently available are needed to ease the socioeconomic vulnerabilities experienced by cancer survivors.
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Affiliation(s)
| | - Stella Arakelyan
- Advanced Care Research Centre, Centre for Population Health Sciences, Usher Institute, Edinburgh University, Edinburgh, UK.
| | | | - Hermine Poghosyan
- Yale University School of Nursing, Orange, CT, USA; COPPER Center, Yale School of Medicine, New Haven, CT, USA.
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143
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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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144
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Biddell CB, Waters AR, Angove RSM, Gallagher KD, Rosenstein DL, Spees LP, Kent EE, Planey AM, Wheeler SB. Facing financial barriers to healthcare: patient-informed adaptation of a conceptual framework for adults with a history of cancer. Front Psychol 2023; 14:1178517. [PMID: 37255517 PMCID: PMC10225523 DOI: 10.3389/fpsyg.2023.1178517] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Accepted: 04/27/2023] [Indexed: 06/01/2023] Open
Abstract
Background Cancer-related financial hardship is associated with negative clinical outcomes, which may be partially explained by cost-related delayed or forgone care in response to financial barriers. We sought to understand patient experiences facing financial barriers to medical care following a cancer diagnosis. Methods We conducted virtual, semi-structured interviews in Fall 2022 with 20 adults with a history of cancer who had experienced cancer-related financial hardship in the prior year. We used template analysis within a pragmatic paradigm, combining constructivist and critical realist theoretical perspectives, to analyze interview transcripts and adapt an existing conceptual framework of financial barriers to care. Results The majority of interviewees identified as women (70%), non-Hispanic white (60%), and reported an annual household income of <$48,000 (60%). As interviewees sought to overcome financial barriers, they described substantial frustration at the limitations and complexities of United States health and social care systems, resulting in a reliance on a fragmented, uncertain resource landscape. The administrative burden resulting from bureaucratic systems and the advocacy responsibilities required to navigate them ultimately fell on interviewees and their caregivers. Thus, participants described their ability to overcome financial barriers as being influenced by individual and interpersonal factors, such as social support, comfort asking for help, time, prior experience navigating resources, and physical and mental health. However, participants noted health system organizational factors, such as whether all new patients proactively met with a social worker or financial navigator, as having the potential to lessen the administrative and financial burden experienced. Conclusion We present an adapted conceptual framework outlining multi-level factors influencing patient experiences coping with financial barriers to medical care. In addition to influencing whether a patient ultimately delays or forgoes care due to cost, financial barriers also have the potential to independently affect patient mental, physical, and financial health.
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Affiliation(s)
- Caitlin B. Biddell
- Department of Health Policy and Management, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Austin R. Waters
- Department of Health Policy and Management, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Rebekah S. M. Angove
- Patient Insight Institute, Patient Advocate Foundation, Hampton, VA, United States
| | | | - Donald L. Rosenstein
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
- Departments of Psychiatry and Medicine, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, NC, United States
| | - Lisa P. Spees
- Department of Health Policy and Management, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Erin E. Kent
- Department of Health Policy and Management, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
- Cecil G. Sheps Center for Health Services Research, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Arrianna Marie Planey
- Department of Health Policy and Management, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
- Cecil G. Sheps Center for Health Services Research, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Stephanie B. Wheeler
- Department of Health Policy and Management, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
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145
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Banning K, Fucinari J, Fielder A, Ruterbusch JJ, Beebe-Dimmer JL, Schwartz AG, Wallbillich JJ, Cote ML. Quality of life in endometrial cancer survivors by grade of disease. Cancer Med 2023. [PMID: 37148545 DOI: 10.1002/cam4.5987] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Revised: 03/30/2023] [Accepted: 04/10/2023] [Indexed: 05/08/2023] Open
Abstract
BACKGROUND Endometrial cancer (EC) is the most common gynecologic malignancy in developed countries, with overall incidence increasing, particularly high-grade disease. There is sparse information regarding quality of life (QOL) in EC survivors with a focus on grade of disease. METHODS A total of 259 women with EC diagnosed between 2016 and 2020 were identified via the Metropolitan Detroit Cancer Surveillance System and consented to enroll in the Detroit Research on Cancer Survivors cohort study (if African American, n = 138) or completed the baseline interview (if non-Hispanic white, n = 121). Each respondent provided information about their health history, educational attainment, health behaviors, and demographics. The Functional Assessment of Cancer Therapy-General (FACT-G) and Endometrial-specific (FACT-En) were used to assess QOL. RESULTS Women diagnosed with high-grade (n = 112) and low-grade (n = 147) EC participated in this study. EC survivors with high-grade disease reported significantly lower QOL compared to survivors with low-grade disease (85 vs. 91, respectively, p value = 0.025) as assessed by the FACT-G. This difference was driven by lower physical and functional subscales among women with high-grade disease compared to those with low-grade disease (p value = 0.016 and p = 0.028, respectively). Interestingly, EC-specific QOL measures, as assessed by the FACT-En, did not differ by grade. CONCLUSION Grade of disease impacts QOL in EC survivors, as well as socioeconomic, psychological, and physical factors. Most of these factors are amenable to interventions and should be assessed in patients after an EC diagnosis.
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Affiliation(s)
- K Banning
- Department of Obstetrics and Gynecology, Wayne State University School of Medicine, Detroit, Michigan, USA
| | - J Fucinari
- Department of Oncology, Wayne State University School of Medicine, Detroit, Michigan, USA
| | - A Fielder
- Department of Oncology, Wayne State University School of Medicine, Detroit, Michigan, USA
| | - J J Ruterbusch
- Department of Oncology, Wayne State University School of Medicine, Detroit, Michigan, USA
| | - J L Beebe-Dimmer
- Department of Oncology, Wayne State University School of Medicine, Detroit, Michigan, USA
- Population Studies and Disparities Research Program, The Barbara Ann Karmanos Cancer Institute, Detroit, Michigan, USA
| | - A G Schwartz
- Department of Oncology, Wayne State University School of Medicine, Detroit, Michigan, USA
- Population Studies and Disparities Research Program, The Barbara Ann Karmanos Cancer Institute, Detroit, Michigan, USA
| | - J J Wallbillich
- Department of Oncology, Wayne State University School of Medicine, Detroit, Michigan, USA
- Molecular Therapeutics Program, The Barbara Ann Karmanos Cancer Institute, Detroit, Michigan, USA
| | - M L Cote
- Department of Oncology, Wayne State University School of Medicine, Detroit, Michigan, USA
- Population Studies and Disparities Research Program, The Barbara Ann Karmanos Cancer Institute, Detroit, Michigan, USA
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146
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Trapani D, Kraemer L, Rugo HS, Lin NU. Impact of Prior Authorization on Patient Access to Cancer Care. Am Soc Clin Oncol Educ Book 2023; 43:e100036. [PMID: 37220314 DOI: 10.1200/edbk_100036] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Abstract
Prior authorization (PA) is a type of utilization review that health insurers apply to control service delivery, payments, and reimbursements of health interventions. The original stated intent of PA was to ensure high-quality standards in treatment delivery while encouraging evidence-based and cost-effective therapeutic choices. However, as currently implemented in clinical practice, PA has been shown to affect the health workforce, adding administrative burden to authorize needed health interventions for patients and often requiring time-consuming peer-to-peer reviews to challenge initial denials. PA is presently required for a wide range of interventions, including supportive care medicines and other essential cancer care interventions. Patients who are denied coverage are commonly forced to receive second-choice options, including less effective or less tolerable options, or are exposed to financial toxicity because of substantial out-of-pocket expenditures, affecting patient-centric outcomes. The development of tools informed by national clinical guidelines to identify standard-of-care interventions for patients with specific cancer diagnoses and the implementation of evidence-based clinical pathways as part of quality improvement efforts of cancer centers have improved patient outcomes and may serve to establish new payment models for health insurers, thereby also reducing administrative burden and delays. The definition of a set of essential interventions and guidelines- or pathways-driven decisions could facilitate reimbursement decisions and thus reduce the need for PAs. Structural changes in how PA is applied and implemented, including a redefinition of its real need, are needed to optimize patient-centric outcomes and support high-quality care of patients with cancer.
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Affiliation(s)
- Dario Trapani
- Division of Early Drug Development for Innovative Therapy, European Institute of Oncology, IRCCS, Milan, Italy
- Department of Oncology and Hemato-Oncology (DIPO), University of Milan, Milan, Italy
| | - Lianne Kraemer
- Breast Oncology Program, Dana-Farber Cancer Insittute, Boston, MA
| | - Hope S Rugo
- University of California, San Francisco, CA
- Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | - Nancy U Lin
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
- Harvard Medical School, Boston, MA
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147
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Edward JS, McLouth LE, Rayens MK, Eisele LP, Davis TS, Hildebrandt G. Coverage and Cost-of-Care Links: Addressing Financial Toxicity Among Patients With Hematologic Cancer and Their Caregivers. JCO Oncol Pract 2023; 19:e696-e705. [PMID: 36888937 PMCID: PMC10414719 DOI: 10.1200/op.22.00665] [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: 09/21/2022] [Accepted: 01/31/2023] [Indexed: 03/10/2023] Open
Abstract
PURPOSE This study examined the feasibility, acceptability, and preliminary effectiveness of an oncology financial navigation (OFN) intervention, Coverage and Cost-of-Care Links (CC Links), among patients with hematologic cancer and their caregivers who are at increased risk of experiencing financial toxicity (FT). METHODS All patients who presented to the Division of Hematology and Bone and Marrow Transplant (BMT) at an National Cancer Institute-designated cancer center between April 2021 and January 2022 were screened for FT during inpatient and outpatient visits. Patients who screened positive for FT and met the inclusion criteria were recruited to participate in CC Links that provided financial navigation and assistance via a financial navigator. Caregivers of patients undergoing BMTs were also recruited to participate. Primary outcomes were defined as improvements in FT, distress, and physical and mental quality of life. RESULTS Fifty-four patients and 32 caregivers completed the intervention and pre-/postintervention surveys. CC Links resulted in statistically significant decreases in the Comprehensive Score for FT for both patients (|t| = 2.42, P = .019) and caregivers (|t| = 2.43, P = .021) and total FT (|t| = 2.13, P = .041) and material conditions scores (|t| = 2.25, P = .031) for caregivers only. Only 27% of eligible patients participated in the study, whereas 100% of eligible caregivers participated. The majority of participants rated the intervention highly for acceptability (89%) and appropriateness (88%). An average of $2,500 (USD) in financial benefits was secured per participant via CC Links. CONCLUSION CC Links was effective in decreasing FT among patients with hematologic cancer and their caregivers while demonstrating high acceptability and appropriateness ratings.
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Affiliation(s)
- Jean S. Edward
- College of Nursing, University of Kentucky, Lexington, KY
| | - Laurie E. McLouth
- Department of Behavioral Health, College of Medicine, University of Kentucky, Lexington, KY
| | | | - Lori P. Eisele
- Patient Financial Experience, University of Kentucky HealthCare, Lexington, KY
| | - Tani S. Davis
- Markey Cancer Center, Division of Hematology and Blood and Marrow Transplants, Lexington, KY
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Wheeler SB, Spencer JC, Manning ML, Samuel CA, Reeder‐Hayes KE, Greenup RA, Spees LP, Rosenstein DL. Multidimensional financial hardship among uninsured and insured young adult patients with metastatic breast cancer. Cancer Med 2023; 12:11930-11940. [PMID: 37148550 PMCID: PMC10242847 DOI: 10.1002/cam4.5885] [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: 10/21/2022] [Revised: 03/11/2023] [Accepted: 03/19/2023] [Indexed: 05/08/2023] Open
Abstract
BACKGROUND Little is known about the heterogeneous nature of financial hardship in younger patients with metastatic disease and the extent to which insurance protects against it. We examine the association between insurance status and multidimensional indicators of financial hardship in a national sample of women with metastatic breast cancer. METHODS We conducted a national, retrospective online survey in partnership with the Metastatic Breast Cancer Network. Eligible participants were ≥18 years, diagnosed with metastatic breast cancer, and able to respond in English. We estimated multivariate generalized linear models predicting two distinct dimensions of financial hardship-financial insecurity (the ability to afford care and living costs) and financial distress (the extent of emotional/psychological distress experienced due to costs)-as a function of insurance status. RESULTS Participants responded from 41 states (N = 1054; median age: 44 years). Overall, 30% were uninsured. Financial insecurity was more frequently reported by uninsured respondents. In adjusted analyses, uninsured participants were more likely than insured participants to report contact by debt collectors (adjusted risk ratio [aRR]: 2.38 [2.06, 2.76]) and being unable to meet monthly expenses (aRR: 2.11 [1.68, 2.66]). Financial distress was reported more frequently by insured participants. For example, insured participants were more likely to worry about future financial problems due to cancer and distress about lack of cost transparency. After adjustment, uninsured participants remained about half as likely as insured participants to report financial distress. CONCLUSIONS Young adult women with metastatic cancer reported a high burden of financial toxicity. Importantly, insurance does not protect against financial distress; however, the uninsured are the most materially vulnerable.
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Affiliation(s)
- Stephanie B. Wheeler
- Department of Health Policy and Management, Gillings School of Global Public HealthUniversity of North Carolina at Chapel HillChapel HillNorth CarolinaUSA
- Lineberger Comprehensive Cancer CenterUniversity of North Carolina at Chapel HillChapel HillNorth CarolinaUSA
| | - Jennifer C. Spencer
- Department of Health Policy and Management, Gillings School of Global Public HealthUniversity of North Carolina at Chapel HillChapel HillNorth CarolinaUSA
| | - Michelle L. Manning
- Lineberger Comprehensive Cancer CenterUniversity of North Carolina at Chapel HillChapel HillNorth CarolinaUSA
| | - Cleo A. Samuel
- Department of Health Policy and Management, Gillings School of Global Public HealthUniversity of North Carolina at Chapel HillChapel HillNorth CarolinaUSA
- Lineberger Comprehensive Cancer CenterUniversity of North Carolina at Chapel HillChapel HillNorth CarolinaUSA
| | - Katherine E. Reeder‐Hayes
- Lineberger Comprehensive Cancer CenterUniversity of North Carolina at Chapel HillChapel HillNorth CarolinaUSA
| | - Rachel A. Greenup
- Duke University School of MedicineDurhamNorth CarolinaUSA
- Present address:
Department of Surgery (Oncology)Yale UniversityNew HavenConnecticutUSA
| | - Lisa P. Spees
- Department of Health Policy and Management, Gillings School of Global Public HealthUniversity of North Carolina at Chapel HillChapel HillNorth CarolinaUSA
- Lineberger Comprehensive Cancer CenterUniversity of North Carolina at Chapel HillChapel HillNorth CarolinaUSA
| | - Donald L. Rosenstein
- Lineberger Comprehensive Cancer CenterUniversity of North Carolina at Chapel HillChapel HillNorth CarolinaUSA
- Department of Psychiatry, School of MedicineUniversity of North Carolina at Chapel HillChapel HillNorth CarolinaUSA
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Braun I, Friedrich M, Morgenstern L, Sender A, Geue K, Mehnert-Theuerkauf A, Leuteritz K. Changes, challenges and support in work, education and finances of adolescent and young adult (AYA) cancer survivors: A qualitative study. Eur J Oncol Nurs 2023; 64:102329. [PMID: 37172338 DOI: 10.1016/j.ejon.2023.102329] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2021] [Revised: 03/30/2023] [Accepted: 04/03/2023] [Indexed: 05/14/2023]
Abstract
PURPOSE An increasing number of adolescents and young adults (AYA) are becoming cancer survivors and are dealing with long-term effects of the disease and its treatment. We aimed to collect detailed self-reported information about the areas of work, education, and the financial situation of AYA survivors after acute treatment. We further examined sources of support that were perceived as particular helpful. METHOD We conducted semi-structured interviews with a sample of 11 AYA cancer survivors (on average 5 years from diagnosis; mean age at diagnosis = 25.7 years) that had been recruited for the AYA-Leipzig longitudinal study. Interviews were transcribed and data were analysed using qualitative content analysis. RESULTS The following themes emerged as relevant: (1) career modifications and job loss, (2) career interruptions and delays, (3) uncertainty in the return-to-work process, (4) reduced work ability, (5) discrimination at the workplace, (6) changes in the personal importance of work and (7) financial burdens. Sources of considerable support included relatives as well as German social security institutions. CONCLUSIONS Health care providers should address the specific risk of a financial burden and the somewhat complex social legal situation of young adult survivors after cancer diagnosis. AYA cancer survivors need age-specific comprehensive cancer survivorship support programs. These should accompany them in the long term and be targeted to the individual need for career modification or reorientation - even after the completion of cancer treatment and rehabilitation.
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Affiliation(s)
- Isabella Braun
- University Medical Center Leipzig, Department of Medical Psychology and Medical Sociology, Philipp-Rosenthal-Str. 55, 04103, Leipzig, Germany.
| | - Michael Friedrich
- University Medical Center Leipzig, Department of Medical Psychology and Medical Sociology, Philipp-Rosenthal-Str. 55, 04103, Leipzig, Germany
| | - Larissa Morgenstern
- Sachsen-Anhaltische Krebsgesellschaft e.V, Schlossplatz 3, 06844, Dessau, Germany
| | - Annekathrin Sender
- University Medical Center Leipzig, Department of Medical Psychology and Medical Sociology, Philipp-Rosenthal-Str. 55, 04103, Leipzig, Germany
| | - Kristina Geue
- University Medical Center Leipzig, Department of Medical Psychology and Medical Sociology, Philipp-Rosenthal-Str. 55, 04103, Leipzig, Germany
| | - Anja Mehnert-Theuerkauf
- University Medical Center Leipzig, Department of Medical Psychology and Medical Sociology, Philipp-Rosenthal-Str. 55, 04103, Leipzig, Germany
| | - Katja Leuteritz
- University Medical Center Leipzig, Department of Medical Psychology and Medical Sociology, Philipp-Rosenthal-Str. 55, 04103, Leipzig, Germany
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Kaye DR, Lee HJ, Gordee A, George DJ, Ubel PA, Scales CD, Bundorf MK. Medication Payments by Insurers and Patients for the Treatment of Metastatic Castrate-Resistant Prostate Cancer. JCO Oncol Pract 2023; 19:e600-e617. [PMID: 36689695 PMCID: PMC10113111 DOI: 10.1200/op.22.00645] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2022] [Revised: 10/27/2022] [Accepted: 12/01/2022] [Indexed: 01/24/2023] Open
Abstract
PURPOSE The implications of high prices for cancer drugs on health care costs and patients' financial burdens are a growing concern. Patients with metastatic castrate-resistant prostate cancer (mCRPC) are often candidates for multiple first-line systemic therapies with similar impacts on life expectancy. However, little is known about the gross and out-of-pocket (OOP) payments associated with each of these drugs for patients with employer-sponsored health insurance. We therefore aimed to determine the gross and OOP payments of first-line drugs for mCRPC and how the payments vary across drugs. METHODS This retrospective cohort study included 4,298 patients with prostate cancer who initiated therapy with one of six drugs approved for first-line treatment of mCRPC between July 1, 2013, and June 30, 2019. We compared gross and OOP payments during the 6 months after initiation of treatment for mCRPC using private payer claims data across patients using different first-line drugs. RESULTS Gross payments varied across drugs. Over the 6 months after the index prescription, mean unadjusted gross drug payments were highest for patients receiving sipuleucel-T ($115,525 USD) and lowest for patients using docetaxel ($12,804 USD). OOP payments were lower than gross drug payments; mean 6-month OOP payments were highest for cabazitaxel ($1,044 USD) and lowest for docetaxel ($296 USD). There was a wide distribution of OOP payments within drug types. CONCLUSION Drugs for mCRPC are expensive with large differences in payments by drug type. OOP payments among patients with employer-sponsored health insurance are much lower than gross drug payments, and they vary both across and within first-line drug types, with some patients making very high OOP payments. Although lowering drug prices would reduce pharmaceutical spending for patients with mCRPC, decreasing patient financial burden requires understanding an individual patient's benefit design.
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Affiliation(s)
- Deborah R. Kaye
- Department of Surgery, Duke University, Durham, NC
- Duke-Margolis Center for Public Policy, Duke University, Durham, NC
- Duke Clinical Research Institute, Durham, NC
- Duke Cancer Institute, Durham, NC
| | - Hui-Jie Lee
- Department of Biostatistics, Duke University, Durham, NC
| | | | - Daniel J. George
- Department of Surgery, Duke University, Durham, NC
- Duke Cancer Institute, Durham, NC
- Department of Medicine, Duke University, Durham, NC
| | - Peter A. Ubel
- Department of Medicine, Duke University, Durham, NC
- Fuqua School of Business, Duke University, Durham, NC
- Sanford School of Public Policy, Duke University, Durham, NC
| | - Charles D. Scales
- Department of Surgery, Duke University, Durham, NC
- Duke Clinical Research Institute, Durham, NC
- Department of Population Health Sciences, Duke University, Durham, NC
| | - M. Kate Bundorf
- Duke-Margolis Center for Public Policy, Duke University, Durham, NC
- Sanford School of Public Policy, Duke University, Durham, NC
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