Last data update: Sep 16, 2024. (Total: 47680 publications since 2009)
Records 1-30 (of 43 Records) |
Query Trace: Yabroff KR [original query] |
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Health-related quality of life among prostate cancer survivors with metastatic disease and non-metastatic disease and men without a cancer history in the USA
Zheng Z , Shi KS , Kamal A , Howard DH , Horný M , Richards TB , Ekwueme DU , Yabroff KR . J Cancer Surviv 2023 BACKGROUND: Few studies have comprehensively compared health-related quality of life (HRQoL) between metastatic prostate cancer survivors, survivors with non-metastatic disease, and men without a cancer history. METHODS: We used the Surveillance, Epidemiology, and End Results-Medicare Health Outcomes Survey (SEER-MHOS) data linkage to identify men aged ≥ 65 years enrolled in Medicare Advantage (MA) plans. Prostate cancer survivors were diagnosed between 1988 and 2017 and completed MHOS surveys between 1998 and 2019. We analyzed data from 752 metastatic prostate cancer survivors (1040 survey records), 19,583 localized or regional prostate cancer survivors (non-metastatic; 30,121 survey records), and 784,305 men aged ≥ 65 years without a cancer history in the same SEER regions (1.15 million survey records). We used clustered linear regressions to compare HRQoL measures at the person-level using the Veterans RAND 12 Item Health Survey (VR-12) T-scores for general health and physical and mental component summaries. RESULTS: Compared to men without a cancer history, prostate cancer survivors were older, more likely to be married, and had higher socioeconomic status. Compared to men without a cancer history, metastatic prostate cancer survivors reported lower general health (T-score differences [95% confidence interval]: - 6.26, [- 7.14, - 5.38], p < .001), physical health (- 4.33, [- 5.18, - 3.48], p < .001), and mental health (- 2.64, [- 3.40, - 1.88], p < .001) component summaries. Results were similar for other VR-12 T-scores. In contrast, non-metastatic prostate cancer survivors reported similar VR-12 T-scores as men without a cancer history. Further analyses comparing metastatic and non-metastatic prostate cancer survivors support these findings. CONCLUSION: Interventions to improve health-related quality of life for men diagnosed with metastatic prostate cancer merit additional investigation. IMPLICATIONS FOR CANCER SURVIVORS: Interventions to improve health-related quality of life for metastatic prostate cancer survivors merit additional investigation. |
Advancing data capacity for economic outcomes in patient-centered outcomes research: Challenges and opportunities
Timbie JW , Reynolds KA , Evans EL , Brown DS , Cohen JW , Darien G , DeVoe JE , Grosse SD , Holve E , Meltzer DO , Merritt JG , Neumann PJ , Yabroff KR , Smith SR . Med Care 2023 61 S161-s165 The economic impacts of health care treatments and services on individuals and their families are central to many decisions people make about the use of health care. However, without the high-quality data needed to generate evidence on the clinical effectiveness and economic impacts of an intervention, decision-makers are generally limited in their ability to make informed health care decisions that reflect patient values and preferences. The importance of evidence on economic impacts, including nonmedical costs and work-related impacts, was recognized in the reauthorization of the Patient-centered Outcomes Research Trust Fund,1 which added economic outcomes to the range of outcomes that should be considered as part of patient-centered outcomes research (PCOR). |
Enhancing cancer economic data resources: The Interagency Consortium to Promote Health Economics Research on Cancer (HEROiC)
Halpern MT , Ekwueme DU , Yabroff KR . Med Care 2023 61 S109-s115 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. |
The cost burden of metastatic prostate cancer in the US populations covered by employer-sponsored health insurance
Horný M , Yabroff KR , Filson CP , Zheng Z , Ekwueme DU , Richards TB , Howard DH . Cancer 2023 129 (20) 3252-3262 BACKGROUND: Recent advancements in the clinical management of metastatic prostate cancer include several costly therapies and diagnostic tests. The objective of this study was to provide updated information on the cost to payers attributable to metastatic prostate cancer among men aged 18 to 64 years with employer-sponsored health plans and men aged 18 years or older covered by employer-sponsored Medicare supplement insurance. METHODS: By using Merative MarketScan commercial and Medicare supplemental data for 2009-2019, the authors calculated differences in spending between men with metastatic prostate cancer and their matched, prostate cancer-free controls, adjusting for age, enrollment length, comorbidities, and inflation to 2019 US dollars. RESULTS: The authors compared 9011 patients who had metastatic prostate cancer and were covered by commercial insurance plans with a group of 44,934 matched controls and also compared 17,899 patients who had metastatic prostate cancer and were covered by employer-sponsored Medicare supplement plans with a group of 87,884 matched controls. The mean age of patients with metastatic prostate cancer was 58.5 years in the commercial samples and 77.8 years in the Medicare supplement samples. Annual spending attributable to metastatic prostate cancer was $55,949 per person-year (95% confidence interval [CI], $54,074-$57,825 per person-year) in the commercial population and $43,682 per person-year (95% CI, $42,022-$45,342 per person-year) in the population covered by Medicare supplement plans, both in 2019 US dollars. CONCLUSIONS: The cost burden attributable to metastatic prostate cancer exceeds $55,000 per person-year among men with employer-sponsored health insurance and $43,000 among those covered by employer-sponsored Medicare supplement plans. These estimates can improve the precision of value assessments of clinical and policy approaches to the prevention, screening, and treatment of prostate cancer in the United States. |
Has the Quality of Patient-Provider Communication About Survivorship Care Improved?
Rai A , Chawla N , Han X , Rim SH , Smith T , de Moor J , Yabroff KR . J Oncol Pract 2019 15 (11) e916-e924 PURPOSE: The aim of the current study was to assess whether the quality of patient-provider communication on key elements of cancer survivorship care changed between 2011 and 2016. METHODS: Participating survivors completed the 2011 or 2016 Medical Expenditure Panel Survey Experiences with Cancer Surveys (N = 2,266). Participants reported whether any clinician ever discussed different aspects of survivorship care. Responses ranged from "Did not discuss at all" to "Discussed it with me in detail". Distributions of responses were compared among all respondents and only among those who had received cancer-directed treatment within 3 years of the survey. RESULTS: In 2011, the percentage of survivors who did not receive detailed instructions on follow-up care, late or long-term adverse effects, lifestyle recommendations, and emotional or social needs were 35.1% (95% CI, 31.9% to 38.4%), 54.2% (95% CI, 50.7% to 57.6%), 58.9% (95% CI, 55.3% to 62.5%), and 69.2% (95% CI, 65.9% to 72.3%), respectively, and the corresponding proportions for 2016 were 35.4% (95% CI, 31.9% to 37.8%), 55.5% (95% CI, 51.7% to 59.3%), 57.8% (95% CI, 54.2% to 61.2%), and 68.2% (95% CI, 64.3% to 71.8%), respectively. Findings were similar among recently treated respondents. Only 24% in 2011 and 22% in 2016 reported having detailed discussions about all four topics. In 2016, 47.6% of patients (95% CI, 43.8% to 51.4%) reported not having detailed discussions with their providers about a summary of their cancer treatments. CONCLUSION: Clear gaps in the quality of communication between survivors of cancer and providers persist. Our results highlight the need for continued efforts to improve communication between survivors of cancer and providers, including targeted interventions in key survivorship care areas. |
Annual Report to the Nation on the Status of Cancer, Part 2: Patient Economic Burden Associated With Cancer Care
Yabroff KR , Mariotto A , Tangka F , Zhao J , Islami F , Sung H , Sherman RL , Henley SJ , Jemal A , Ward EM . J Natl Cancer Inst 2021 113 (12) 1670-1682 BACKGROUND: The American Cancer Society, National Cancer Institute, Centers for Disease Control and Prevention, and North American Association of Central Cancer Registries provide annual information about cancer occurrence and trends in the United States. Part 1 of this annual report focuses on national cancer statistics. This study is part 2, which quantifies patient economic burden associated with cancer care. METHODS: We used complementary data sources, linked Surveillance, Epidemiology, and End Results-Medicare, and the Medical Expenditure Panel Survey to develop comprehensive estimates of patient economic burden, including out-of-pocket and patient time costs, associated with cancer care. The 2000-2013 Surveillance, Epidemiology, and End Results-Medicare data were used to estimate net patient out-of-pocket costs among adults aged 65 years and older for the initial, continuing, and end-of-life phases of care for all cancer sites combined and separately for the 21 most common cancer sites. The 2008-2017 Medical Expenditure Panel Survey data were used to calculate out-of-pocket costs and time costs associated with cancer among adults aged 18-64 years and 65 years and older. RESULTS: Across all cancer sites, annualized net out-of-pocket costs for medical services and prescriptions drugs covered through a pharmacy benefit among adults aged 65 years and older were highest in the initial ($2200 and $243, respectively) and end-of-life phases ($3823 and $448, respectively) and lowest in the continuing phase ($466 and $127, respectively), with substantial variation by cancer site. Out-of-pocket costs were generally higher for patients diagnosed with later-stage disease. Net annual time costs associated with cancer were $304.3 (95% confidence interval = $257.9 to $350.9) and $279.1 (95% confidence interval = $215.1 to $343.3) for adults aged 18-64 years and ≥65 years, respectively, with higher time costs among more recently diagnosed survivors. National patient economic burden, including out-of-pocket and time costs, associated with cancer care was projected to be $21.1 billion in 2019. CONCLUSIONS: This comprehensive study found that the patient economic burden associated with cancer care is substantial in the United States at the national and patient levels. |
Association of obesity and annual health care utilization and spending among long-term cancer survivors
Han X , Jemal A , Zheng Z , Nogueira L , Khushalani J , Chen Z , Yabroff KR . Cancer 2021 127 (24) 4675-4686 BACKGROUND: Obesity is associated with a substantial health and economic burden in the general population in the United States. This study estimates the excess health care utilization and medical spending associated with overweight and obesity among long-term cancer survivors. METHODS: Long-term cancer survivors (≥2 years after their diagnosis) aged ≥18 years (N = 12,547) were identified from the nationally representative 2008-2016 Medical Expenditure Panel Survey. A 2-part modeling approach was used to calculate the average annual care utilization and spending by service type. Excess care utilization and spending associated with overweight (25 kg/m(2) ≤ body mass index [BMI] < 30 kg/m(2) ), obesity (BMI ≥ 30 kg/m(2) ), and severe obesity (BMI ≥ 40 kg/m(2) ), in comparison with normal weight (18.5 kg/m(2) ≤ BMI < 25 kg/m(2) ), were estimated. RESULTS: Compared with normal-weight cancer survivors, overweight survivors had comparable care utilization and medical spending; survivors with obesity had an additional $3216 (95% CI, $1940-$4492) of medical spending, including $1243 (95% CI, $417-$2070) on hospital inpatient services and $1130 (95% CI, $756-$1504) on prescriptions per person per year. The excess annual medical spending associated with obesity among long-term cancer survivors translated to $19.7 billion in 2016 in the United States. The excess medical spending was magnified in cancer survivors with severe obesity ($5317 [95% CI, $2849-$7785], which translated to $6.7 billion in 2016). Excess care utilization and medical spending were mostly explained by comorbid conditions related to obesity. CONCLUSIONS: For long-term cancer survivors, obesity was associated with increased health care utilization and substantial excess medical spending. This suggests that policies and practices promoting a healthy lifestyle and achieving and maintaining a healthy body weight for cancer survivors may reduce their health care utilization and economic burden. |
Annual Report to the Nation on the Status of Cancer, Part 1: National Cancer Statistics
Islami F , Ward EM , Sung H , Cronin KA , Tangka FKL , Sherman RL , Zhao J , Anderson RN , Henley SJ , Yabroff KR , Jemal A , Benard VB . J Natl Cancer Inst 2021 113 (12) 1648-1669 BACKGROUND: The American Cancer Society, Centers for Disease Control and Prevention, National Cancer Institute, and North American Association of Central Cancer Registries collaborate to provide annual updates on cancer incidence and mortality and trends by cancer type, sex, age group, and racial/ethnic group in the United States. In this report, we also examine trends in stage-specific survival for melanoma of the skin (melanoma). METHODS: Incidence data for all cancers from 2001 through 2017 and survival data for melanoma cases diagnosed during 2001-2014 and followed up through 2016 were obtained from the Centers for Disease Control and Prevention- and National Cancer Institute-funded population-based cancer registry programs compiled by the North American Association of Central Cancer Registries. Data on cancer deaths from 2001 through 2018 were obtained from the National Center for Health Statistics' National Vital Statistics System. Trends in age-standardized incidence and death rates and 2-year relative survival were estimated by joinpoint analysis, and trends in incidence and mortality were expressed as average annual percent change (AAPC) during the most recent 5 years (2013-2017 for incidence and 2014-2018 for mortality). RESULTS: Overall cancer incidence rates (per 100,000 population) for all ages during 2013-2017 were 487.4 among males and 422.4 among females. During this period, incidence rates remained stable among males but slightly increased in females (AAPC = 0.2%; 95% confidence interval [CI] = 0.1% to 0.2%). Overall cancer death rates (per 100,000 population) during 2014-2018 were 185.5 among males and 133.5 among females. During this period, overall death rates decreased in both males (AAPC = -2.2%; 95% CI = -2.5% to - 1.9%) and females (AAPC = -1.7%; 95% CI = -2.1% to - 1.4%); death rates decreased for 11 of the 19 most common cancers among males and for 14 of the 20 most common cancers among females, but increased for 5 cancers in each sex. During 2014-2018, the declines in death rates accelerated for lung cancer and melanoma, slowed down for colorectal and female breast cancers, and leveled off for prostate cancer. Among children younger than age 15 years and adolescents and young adults aged 15-39 years, cancer death rates continued to decrease in contrast to the increasing incidence rates. Two-year relative survival for distant-stage skin melanoma was stable for those diagnosed during 2001-2009 but increased by 3.1% (95% CI = 2.8% to 3.5%) per year for those diagnosed during 2009-2014, with comparable trends among males and females. CONCLUSIONS: Cancer death rates in the United States continue to decline overall and for many cancer types, with the decline accelerated for lung cancer and melanoma. For several other major cancers, however, death rates continue to increase or previous declines in rates have slowed or ceased. Moreover, overall incidence rates continue to increase among females, children, and adolescents and young adults. These findings inform efforts related to prevention, early detection, and treatment and for broad and equitable implementation of effective interventions, especially among under-resourced populations. |
A framework for cancer health economics research
Halpern MT , Shih YT , Yabroff KR , Ekwueme DU , Bradley CJ , Davidoff AJ , Sabik LM , Lipscomb J . Cancer 2020 127 (7) 994-996 Cancer has substantial economic impacts for patients, their families and/or caregivers, employers, and the health care system. However, there is only limited understanding of how economic issues can affect access to cancer care services and the receipt of high-quality cancer care. Health economics research in cancer is particularly timely due to the large and increasing number of patients with cancer and cancer survivors, but there are many factors that may create barriers to performing cancer health economics research. This commentary has identified important topics and questions in cancer health economics research and will assist in the development of this critical field. |
Employment outcomes among cancer survivors in the United States: Implications for cancer care delivery
de Moor JS , Kent EE , McNeel TS , Virgo KS , Swanberg J , Tracy JK , Banegas MP , Han X , Qin J , Yabroff KR . J Natl Cancer Inst 2020 113 (5) 641-644 The national prevalence of employment changes after a cancer diagnosis has not been fully documented. Cancer survivors who worked for pay at or since diagnosis (n = 1,490) were identified from the 2011, 2016 and 2017 Medical Expenditure Panel Survey and Experiences with Cancer Supplements. Analyses characterized employment changes due to cancer and identified correlates of those employment changes. Employment changes were made by 41.3% (95% CI = 38.0% to 44.6%) of cancer survivors, representing over 3.5 million adults in the United States. Of these, 75.4% (95% CI = 71.3 to 79.2%) took extended paid time-off and 46.1% (95% CI = 41.6 to 50.7%) made other changes, including switching to part-time or to a less demanding job. Cancer survivors who were younger, female, non-white or multiple races/ethnicities, and <20 years since last cancer treatment were more likely to make employment changes. Findings highlight the need for patient-provider communication about the effects of cancer and its treatment on employment. |
Patient-provider discussions about out-of-pocket costs of cancer care in the U.S
Rai A , Zheng Z , Zhao J , de Moor JS , Ekwueme DU , Yabroff KR . Am J Prev Med 2020 59 (2) 228-236 INTRODUCTION: Despite the importance of cost-related discussions in cancer care, little is known about the prevalence or drivers of these discussions in clinical practice. This study estimates the prevalence and examines the correlates of cancer survivors' discussions about out-of-pocket costs of cancer care with providers. METHODS: The 2016 and 2017 Medical Expenditure Panel Survey Experiences with Cancer Surveys were used to identify 1,550 survivors who responded to the question on discussion about out-of-pocket costs of cancer care. Multivariable multinomial logistic regression examined the correlates of discussions about out-of-pocket costs. Analyses were performed in 2019. RESULTS: Approximately one quarter of cancer survivors reported having discussed the out-of-pocket costs of cancer care. In multivariable analyses, respondents in the following categories were less likely to report no cost discussion than any cost discussion: black non-Hispanic/other race (RRR=0.67, 95% CI=0.45, 0.98; white non-Hispanic race as reference), no health insurance at diagnosis (RRR=0.51, 95% CI=0.27, 0.95; private health insurance as reference), and any experience of financial hardship (RRR=0.48, 95% CI=0.35, 0.66; no financial hardship as reference). CONCLUSIONS: Patient-reported discussions about out-of-pocket costs for cancer care are infrequent in the U.S. The findings highlight the needs to improve the understanding of the barriers and facilitators for effective discussions about out-of-pocket costs of cancer care. |
Is health insurance literacy associated with financial hardship among cancer survivors Findings from a national sample in the United States
Zhao J , Han X , Zheng Z , Banegas MP , Ekwueme DU , Yabroff KR . JNCI Cancer Spectr 2019 3 (4) pkz061 Little is known about the association between health insurance literacy and financial hardship among cancer survivors. Using the 2016 Medical Expenditure Panel Survey Experiences with Cancer self-administered questionnaire, we evaluated the associations between health insurance literacy and medical financial hardship and nonmedical financial sacrifices among adult cancer survivors in the United States. Of the survivors, 18.9% aged 18-64 years and 14.6% aged 65 years and older reported health insurance literacy problems. In both age groups (18-64 and >65 years), from multivariable logistic regressions, survivors with health insurance literacy problems were more likely to report any material (adjusted odds ratio [AOR] = 3.02, 95% confidence interval [CI] = 1.53 to 5.96; AOR = 3.33, 95% CI = 1.69 to 6.57, respectively) or psychological (AOR = 5.53, 95% CI = 2.35 to 13.01; AOR = 8.79, 95% CI = 4.55 to 16.97, respectively) hardship, as well as all types of nonmedical financial sacrifices than those without these problems. Future longitudinal studies are warranted to test causality and assess whether improving health insurance literacy can mitigate financial hardship. |
Staying at one's job to maintain employer-based health insurance among cancer survivors and their spouses/partners
Kent EE , de Moor JS , Zhao J , Ekwueme DU , Han X , Yabroff KR . JAMA Oncol 2020 6 (6) 929-932 This study examines the prevalence at which cancer survivors and their spouses/partners in the US stay at their jobs to maintain employer-based health insurance. |
Economics of public health programs for underserved populations: a review of economic analysis of the National Breast and Cervical Cancer Early Detection Program
Khushalani JS , Trogdon JG , Ekwueme DU , Yabroff KR . Cancer Causes Control 2019 30 (12) 1351-1363 PURPOSE: The purpose of this paper is to provide a brief overview of economic analysis methods used in estimating the costs and benefits of public health programs and systematically review the application of these methods to the National Breast and Cervical Cancer Early Detection Program (NBCCEDP). METHODS: Published literature on economic analyses of the NBCCEDP was systematically reviewed. The Consensus on Health Economic Criteria checklist was used to assess methodological quality of the included studies. RESULTS: Methods available for economic analysis of public health programs include program cost, cost-effectiveness, cost-utility, cost-benefit analysis, and budget impact analysis. Of these, program cost analysis, cost-effectiveness analysis, and cost-utility analysis have been applied to the NBCCEDP in previously published literature. CONCLUSION: While there have been multiple program cost analyses, there are relatively fewer cost-effectiveness and cost-utility studies and no cost-benefit and budget impact analysis studies to evaluate the NBCCEDP. Addressing these gaps will inform implementation of effective public health programs with equitable resource allocation to all population subgroups. |
Role of cancer history and gender in major health insurance transitions: A longitudinal nationally representative study
Virgo KS , Lin CC , Davidoff A , Guy GP Jr , de Moor JS , Ekwueme DU , Kent EE , Chawla N , Yabroff KR . Res Sociol Health Care 2018 36 59-84 Purpose -: To examine associations by gender between cancer history and major health insurance transitions (gains and losses), and relationships between insurance transitions and access to care. Methodology -: Longitudinal 2008-2013 Medical Expenditure Panel Survey data pooled yielding 2,223 cancer survivors and 50,692 individuals with no cancer history ages 18-63 years upon survey entry, with gender-specific sub-analyses. Access-to-care implications of insurance loss or gain were compared by cancer history and gender. Findings -: Initially uninsured cancer survivors were significantly more likely to gain insurance coverage than individuals with no cancer history (RR: 1.25; 95% CI: 1.08-1.44). Females in particular were significantly more likely to gain insurance (unmarried RR: 1.16; 95% CI: 1.06-1.28; married RR: 1.09; 95% CI: 1.02-1.16). Significantly higher rates of difficulty accessing needed medical care and prescription medications were reported by those remaining uninsured, those who lost insurance, and women in general. Remaining uninsured, losing insurance, and male gender were associated with lack of a usual source of care. Research implications -: Additional outreach to disadvantaged populations is needed to improve access to affordable insurance and medical care. Future longitudinal studies should assess whether major Affordable Care Act (ACA) provisions enacted after the 2008-2013 study period (or those of ACA's replacement) are addressing these important issues. Originality -: Loss of health insurance coverage can reduce health care access resulting in poor health outcomes. Cancer survivors may be particularly at risk of insurance coverage gaps due to the long-term chronic disease trajectory. This study is novel in exploring associations between cancer history by gender and health insurance transitions, both gains and losses, in a national non-elderly adult sample. |
Annual out-of-pocket expenditures and financial hardship among cancer survivors aged 18-64 years - United States, 2011-2016
Ekwueme DU , Zhao J , Rim SH , de Moor JS , Zheng Z , Khushalani JS , Han X , Kent EE , Yabroff KR . MMWR Morb Mortal Wkly Rep 2019 68 (22) 494-499 In the United States in 2019, an estimated 16.9 million persons are living after receiving a cancer diagnosis (1). These cancer survivors face many challenges, including functional limitations, serious psychological distress (2), and other lasting and late effects of cancer treatments. Because of the high cost of cancer therapy, many cancer survivors are more likely to face substantial out-of-pocket health care expenditures and financial hardship, compared with persons without a history of cancer (3,4). Out-of-pocket expenditures and financial hardship associated with cancer have been higher among survivors aged 18-64 years than they have been among older survivors (5). To estimate annual out-of-pocket expenditures and financial hardship among cancer survivors aged 18-64 years, compared with persons without a cancer history, CDC, the American Cancer Society, and the National Cancer Institute analyzed data from the 2011-2016 Medical Expenditure Panel Survey (MEPS).* The average annual out-of-pocket spending per person was significantly higher among cancer survivors ($1,000; 95% confidence interval [CI] = $886-$1,113) than among persons without a cancer history ($622; CI = $606-$639). Financial hardship was common; 25.3% of cancer survivors reported material hardship (e.g., problems paying medical bills), and 34.3% reported psychological hardship (e.g., worry about medical bills). These findings add to accumulating evidence documenting the financial difficulties of many cancer survivors. Mitigating the negative impact of cancer in the United States will require implementation of strategies aimed at alleviating the disproportionate financial hardship experienced by many survivors. These strategies include systematic screening for financial hardship at cancer diagnosis and throughout cancer care, integration of discussions about the potential for adverse financial consequences of treatments in shared treatment decision-making, and linkage of patients and survivors to available resources to ensure access to high-quality evidence-based care. |
The social and economic toll of cancer survivorship: a complex web of financial sacrifice
Banegas MP , Schneider JL , Firemark AJ , Dickerson JF , Kent EE , de Moor JS , Virgo KS , Guy GP Jr , Ekwueme DU , Zheng Z , Varga AM , Waiwaiole LA , Nutt SM , Narayan A , Yabroff KR . J Cancer Surviv 2019 13 (3) 406-417 PURPOSE: To assess the financial outcomes and associated social and economic effects on cancer survivors and their families. METHODS: We assessed the responses of 1656 cancer survivors to a survey with both closed- and open-ended questions about cancer-related financial sacrifices they and their family experienced and evaluated differences in financial sacrifice by reported levels of cancer-related debt. RESULTS: The most commonly reported financial sacrifices included cutbacks on household budgets, challenges with health care insurance and costs, career/self-advancement constraints, reduction/depletion of assets, and inability to pay bills. Survivors who incurred $10,000 or more in debt were significantly more likely to report social and economic impacts, including housing concerns and strained relationships. CONCLUSIONS: Our analysis demonstrates both the frequency with which cancer survivors and families must make financial sacrifices as a result of their cancer, and the variety of forms that this sacrifice can take, even for individuals who have health insurance. The many types of financial hardship create challenges that are unique to each survivor and family. IMPLICATIONS FOR CANCER SURVIVORS: Interventions that allow for personalized assistance with the specific financial and social needs of cancer survivors and their families have the potential to address a critical aspect of the long-term wellbeing of this important population. |
Preventive care service use among cancer survivors with serious psychological distress: An analysis of the medical expenditure panel survey data
Rim SH , Yabroff KR , Dasari S , Han X , Litzelman K , Ekwueme DU . Prev Med 2019 123 152-159 Serious psychological distress (SPD) can adversely impact health and quality of life after cancer. The purpose of this study is to examine the association between SPD and the receipt of preventive care services and cancer screening among survivors and adults without a cancer history. A total of 12,564 cancer survivors and 160,023 adults without a cancer history as comparison group were identified from the population-based Medical Expenditure Panel Survey (2008-2015). SPD was assessed using the 6-item Kessler Psychological Distress Scale. We examined use of preventive care and cancer screening services in cancer survivors and comparison adults with/without SPD. Multivariable logistic regression models were conducted for each outcome: preventive service (i.e. blood pressure, cholesterol, influenza vaccination, routine and dental check-up) or cancer screening (i.e. mammography, Papanicolau test, colorectal cancer screening) adjusting for demographic, comorbidity, usual source of care covariates. Adjusted odds ratios and 95% confidence intervals were calculated. Prevalence of SPD was 9.8% in cancer survivors compared to 4.6% in comparison adults. Survivors with SPD were more frequent utilizers of medical care, reporting 10 or more visits to the doctor's office in the past 12months (29.3% vs. 14.1% without SPD). Having SPD was associated with lower odds of being up-to-date with preventive service use and cancer screening among age- and gender-eligible individuals. The magnitude of the effect was greater in adults' age >/=65years. Better coordination of care and patient-physician discussions are likely needed to improve delivery of recommended preventive services for persons with SPD. |
Medical financial hardship among cancer survivors in the United States
Zheng Z , Jemal A , Han X , Guy GP Jr , Li C , Davidoff AJ , Banegas MP , Ekwueme DU , Yabroff KR . Cancer 2019 125 (10) 1737-1747 BACKGROUND: The current study examined medical financial hardship in cancer survivors and those without a cancer history in the United States. METHODS: The 2013 to 2016 National Health Interview Survey was used to identify cancer survivors (stratified by ages 18-49 years [1424 survivors], ages 50-64 years [2916 survivors], and ages >/=65 years [6014 survivors]) and individuals without a cancer history (ages 18-64 years [66,951 individuals], ages 50-64 years [31,741 individuals], and ages >/=65 years [25,744 individuals]). Medical financial hardship was categorized into 3 domains: 1) material (eg, problems paying medical bills); 2) psychological (eg, worrying about paying medical bills); and 3) behavioral (eg, delaying/forgoing care due to cost). Generalized ordinal logistic regressions were used to examine the associations between cancer history, hardship, and health insurance deductibles/health savings accounts (among privately insured cancer survivors aged 18-64 years only). RESULTS: Compared with those without a cancer history, cancer survivors were more likely to report any material (ages 18-49 years: 43.4% vs 30.1%; ages 50-64 years: 32.8% vs 27.8%; and ages >/=65 years: 17.3% vs 14.7%), psychological (ages 18-49 years: 53.5% vs 47.1%), and behavioral (ages 18-49 years: 30.6% vs 21.8%; and ages 50-64 years: 27.2% vs 23.4%) measure of financial hardship, and multiple domains of hardship (age groups 18-49 years and 50-64 years; all P < .01). Among privately insured survivors, having a high-deductible health plan without a health savings account was found to be associated with greater hardship compared with having low-deductible insurance. CONCLUSIONS: Younger cancer survivors are particularly vulnerable to material, psychological, and behavioral medical financial hardship. Interventions designed to reduce financial hardship should consider multiple domains of hardship as well as insurance benefit design. |
Systematic review of health care costs related to mental health conditions among cancer survivors
Khushalani JS , Qin J , Cyrus J , Buchanan Lunsford N , Rim SH , Han X , Yabroff KR , Ekwueme DU . Expert Rev Pharmacoecon Outcomes Res 2018 18 (5) 505-517 INTRODUCTION: This systematic review examines healthcare costs associated with mental health conditions among cancer survivors in the United States. Areas covered: Ten published studies were identified. Studies varied substantially in terms of population, mental health conditions examined, data collection methods, and type of cost reported. Cancer survivors with mental health conditions incurred significantly higher total medical costs and costs of most service types compared to cancer survivors without a mental health condition. Additionally, the total healthcare expenditure related to mental health was higher among cancer survivors compared with people without history of cancer. Expert commentary: Mental health conditions are associated with increased healthcare costs among cancer survivors. Future examination of other components of economic burden, including patient out-of-pocket costs, non-medical costs, such as transportation, childcare, and productivity losses for patients and their caregivers, will be important. Additionally, evaluation of economic burden by cancer site, stage at diagnosis, duration of survivorship, and treatment(s) will increase understanding of the overall impact of mental health conditions on cancer survivors and on the healthcare system. |
Impact of sociodemographic characteristics on underemployment in a longitudinal, nationally representative study of cancer survivors: Evidence for the importance of gender and marital status
Kent EE , Davidoff A , de Moor JS , McNeel TS , Virgo KS , Coughlan D , Han X , Ekwueme DU , Guy GPJr , Banegas MP , Alfano CM , Dowling EC , Yabroff KR . J Psychosoc Oncol 2018 36 (3) 1-17 BACKGROUND: We examined the longitudinal association between sociodemographic factors and an expanded definition of underemployment among those with and without cancer history in the United States. METHODS: Medical Expenditure Panel Survey data (2007-2013) were used in multivariable regression analyses to compare employment status between baseline and two-year follow-up among adults aged 25-62 years at baseline (n = 1,614 with and n = 39,324 without cancer). Underemployment was defined as becoming/staying unemployed, changing from full to part-time, or reducing part-time work significantly. Interaction effects between cancer history/time since diagnosis and predictors known to be associated with employment patterns, including age, gender/marital status, education, and health insurance status at baseline were modeled. RESULTS: Approximately 25% of cancer survivors and 21% of individuals without cancer reported underemployment at follow-up (p = 0.002). Multivariable analyses indicated that those with a cancer history report underemployment more frequently (24.7%) than those without cancer (21.4%, p = 0.002) with underemployment rates increasing with time since cancer diagnosis. A significant interaction between gender/marital status and cancer history and underemployment was found (p = 0.0004). There were no other significant interactions. Married female survivors diagnosed >10 years ago reported underemployment most commonly (38.7%), and married men without cancer reported underemployment most infrequently (14.0%). A wider absolute difference in underemployment reports for married versus unmarried women as compared to married versus unmarried men was evident, with the widest difference apparent for unmarried versus married women diagnosed >10 years ago (18.1% vs. 38.7%). CONCLUSION: Cancer survivors are more likely to experience underemployment than those without cancer. Longer time since cancer diagnosis and gender/marital status are critical factors in predicting those at greatest risk of underemployment. The impact of cancer on work should be systematically studied across sociodemographic groups and recognized as a component of comprehensive survivorship care. |
Economic burden of chronic conditions among survivors of cancer in the United States
Guy GP Jr , Yabroff KR , Ekwueme DU , Rim SH , Li R , Richardson LC . J Clin Oncol 2017 35 (18) 2053-2061 Purpose The prevalence of cancer survivorship and chronic health conditions is increasing. Limited information exists on the economic burden of chronic conditions among survivors of cancer. This study examines the prevalence and economic effect of chronic conditions among survivors of cancer. Methods Using the 2008 to 2013 Medical Expenditure Panel Survey, we present nationally representative estimates of the prevalence of chronic conditions (heart disease, high blood pressure, stroke, emphysema, high cholesterol, diabetes, arthritis, and asthma) and multiple chronic conditions (MCCs) and the incremental annual health care use, medical expenditures, and lost productivity for survivors of cancer attributed to individual chronic conditions and MCCs. Incremental use, expenditures, and lost productivity were evaluated with multivariable regression. Results Survivors of cancer were more likely to have chronic conditions and MCCs compared with adults without a history of cancer. The presence of chronic conditions among survivors of cancer was associated with substantially higher annual medical expenditures, especially for heart disease ($4,595; 95% CI, $3,262 to $5,927) and stroke ($3,843; 95% CI, $1,983 to $5,704). The presence of four or more chronic conditions was associated with increased annual expenditures of $10,280 (95% CI, $7,435 to $13,125) per survivor of cancer. Annual lost productivity was higher among survivors of cancer with other chronic conditions, especially stroke ($4,325; 95% CI, $2,687 to $5,964), and arthritis ($3,534; 95% CI, $2,475 to $4,593). Having four or more chronic conditions was associated with increased annual lost productivity of $9,099 (95% CI, $7,224 to $10,973) per survivor of cancer. The economic impact of chronic conditions was similar among survivors of cancer and individuals without a history of cancer. Conclusion These results highlight the importance of ensuring access to lifelong personalized screening, surveillance, and chronic disease management to help manage chronic conditions, reduce disruptions in employment, and reduce medical expenditures among survivors of cancer. |
Do cancer survivors change their prescription drug use for financial reasons? Findings from a nationally representative sample in the United States
Zheng Z , Han X , Guy GP Jr , Davidoff AJ , Li C , Banegas MP , Ekwueme DU , Yabroff KR , Jemal A . Cancer 2017 123 (8) 1453-1463 BACKGROUND: There is limited evidence from nationally representative samples about changes in prescription drug use for financial reasons among cancer survivors in the United States. METHODS: The 2011 to 2014 National Health Interview Survey was used to identify adults who reported ever having been told they had cancer (cancer survivors; n = 8931) and individuals without a cancer history (n = 126,287). Measures of changes in prescription drug use for financial reasons included: 1) skipping medication doses, 2) taking less medicine, 3) delaying filling a prescription, 4) asking a doctor for lower cost medication, 5) buying prescription drugs from another country, and 6) using alternative therapies. Multivariable logistic regression analyses were controlled for demographic characteristics, number of comorbid conditions, interactions between cancer history and number of comorbid conditions, and health insurance coverage. Main analyses were stratified by age (nonelderly, ages 18-64 years; elderly, ages ≥65 years) and time since diagnosis (recently diagnosed, <2 years; previously diagnosed, ≥2 years). RESULTS: Among nonelderly individuals, both recently diagnosed (31.6%) and previously diagnosed (27.9%) cancer survivors were more likely to report any change in prescription drug use for financial reasons than those without a cancer history (21.4%), with the excess percentage changes for individual measures ranging from 3.5% to 9.9% among previously diagnosed survivors and from 2.6% to 2.7% among recently diagnosed survivors (P < .01). Elderly cancer survivors and those without a cancer history had comparable rates of changes in prescription drug use for financial reasons. CONCLUSIONS: Nonelderly cancer survivors are particularly vulnerable to changes in prescription drug use for financial reasons, suggesting that targeted efforts are needed. Cancer 2017. |
Access to cancer care and general medical care services among cancer survivors in the United States: An analysis of 2011 Medical Expenditure Panel Survey data
De Moor JS , Virgo KS , Li C , Chawla N , Han X , Blanch-Hartigan D , Ekwueme DU , McNeel TS , Rodriguez JL , Yabroff KR . Public Health Rep 2016 131 (6) 783-790 Objectives: Cancer survivors require appropriate health care to manage their unique health needs. This study describes access to cancer care among cancer survivors in the United States and compares access to general medical care between cancer survivors and people who have no history of cancer. Methods: We assessed access to general medical care using the core 2011 Medical Expenditure Panel Survey (MEPS). We assessed access to cancer care using the MEPS Experiences With Cancer Survey. We used multivariable logistic regression to compare access to general medical care among 2 groups of cancer survivors (those who reported having access to all necessary cancer care [n = 1088] and those who did not [n = 70]) with self-reported access to general medical care among people who had no history of cancer (n = 22 434). Results: Of the 1158 cancer survivors, 70 (6.0%) reported that they did not receive all necessary cancer care. Adjusted analyses found that cancer survivors who reported not receiving all necessary cancer care were also less likely to report receiving general medical care (78.0%) than cancer survivors who reported having access to necessary cancer care (87.1%) and people who had no history of cancer (87.8%). Conclusions: This study provides nationally representative data on the proportion of cancer survivors who have access to necessary cancer care and yields insight into factors that impede survivors’ access to both cancer care and general medical care. This study is a reference for future work on access to care. |
Annual economic burden of productivity losses among adult survivors of childhood cancers
Guy GP Jr , Berkowitz Z , Ekwueme DU , Rim SH , Yabroff KR . Pediatrics 2016 138 S15-s21 BACKGROUND AND OBJECTIVES: Although adult survivors of childhood cancers have poorer health and greater health limitations than other adults, substantial gaps remain in understanding the economic consequences of surviving childhood cancer. Therefore, we estimated the economic burden of productivity losses among adult survivors of childhood cancers. METHODS: We examined health status, functional limitations, and productivity loss among adult survivors of childhood cancers (n = 239) diagnosed at ≤14 years of age compared with adults without a history of cancer (n = 304 265) by using the 2004-2014 National Health Interview Survey. We estimated economic burden using the productivity loss from health-related unemployment, missed work days, missed household productivity, and multivariable regression models controlling for age, sex, race/ethnicity, education, comorbidities, and survey year. RESULTS: Childhood cancer survivorship is associated with a substantial economic burden. Adult survivors of childhood cancers are more likely to be in poorer health, need assistance with personal care and routine needs, have work limitations, be unable to work because of health, miss more days of work, and have greater household productivity loss compared with adults without a history of cancer (all P < .05). The annual productivity loss for adult survivors of childhood cancer is $8169 per person compared with $3083 per person for individuals without a history of cancer. CONCLUSIONS: These findings underscore the importance of efforts to reduce the health and economic burden among adult survivors of childhood cancer. In addition, this study highlights the potential productivity losses that could be avoided during adulthood from the prevention of childhood cancer in the United States. |
The impact of chronic conditions on the economic burden of cancer survivorship: a systematic review
Rim SH , Guy GP Jr , Yabroff KR , McGraw KA , Ekwueme DU . Expert Rev Pharmacoecon Outcomes Res 2016 16 (5) 579-589 INTRODUCTION: This systematic review examines the excess cost of chronic conditions on the economic burden of cancer survivorship among adults in the US. AREAS COVERED: Twelve published studies were identified. Although studies varied substantially in populations, comorbidities examined, methods, and types of cost reported, costs for cancer survivors with comorbidities generally increased with greater numbers of comorbidities or an increase in comorbidity index score. Survivors with comorbidities incurred significantly more in total medical costs, out-of-pocket costs, and costs by service type compared to cancer survivors without additional comorbidities. Expert Commentary: Cancer survivors with comorbidities bear significant excess out-of-pocket costs and their care is also more expensive to the healthcare system. On-going evaluation of different payment models, care coordination, and disease management programs for cancer survivors with comorbidities will be important in monitoring impact on healthcare costs. |
Employment implications of informal cancer caregiving
de Moor JS , Dowling EC , Ekwueme DU , Guy GP Jr , Rodriguez J , Virgo KS , Han X , Kent EE , Li C , Litzelman K , McNeel TS , Liu B , Yabroff KR . J Cancer Surviv 2016 11 (1) 48-57 PURPOSE: Previous research describing how informal cancer caregiving impacts employment has been conducted in small samples or a single disease site. This paper provides population-based estimates of the effect of informal cancer caregiving on employment and characterizes employment changes made by caregivers. METHODS: The samples included cancer survivors with a friend or family caregiver, participating in either the Medical Expenditure Panel Survey Experiences with Cancer Survivorship Survey (ECSS) (n = 458) or the LIVESTRONG 2012 Survey for People Affected by Cancer (SPAC) (n = 4706). Descriptive statistics characterized the sample of survivors and their caregivers' employment changes. Multivariable logistic regression identified predictors of caregivers' extended employment changes, comprising time off and changes to hours, duties, or employment status. RESULTS: Among survivors with an informal caregiver, 25 % from the ECSS and 29 % from the SPAC reported that their caregivers made extended employment changes. Approximately 8 % of survivors had caregivers who took time off from work lasting ≥2 months. Caregivers who made extended employment changes were more likely to care for survivors: treated with chemotherapy or transplant; closer to diagnosis or end of treatment; who experienced functional limitations; and made work changes due to cancer themselves compared to caregivers who did not make extended employment changes. CONCLUSIONS: Many informal cancer caregivers make employment changes to provide care during survivors' treatment and recovery. IMPLICATIONS FOR CANCER SURVIVORS: This study describes cancer caregiving in a prevalent sample of cancer survivors, thereby reflecting the experiences of individuals with many different cancer types and places in the cancer treatment trajectory. |
Quality of patient-provider communication among cancer survivors: findings from a nationally representative sample
Chawla N , Blanch-Hartigan D , Virgo KS , Ekwueme DU , Han X , Forsythe L , Rodriguez J , McNeel TS , Yabroff KR . J Oncol Pract 2016 12 (12) e964-e973 PURPOSE: Although patient-provider communication is an essential component of health care delivery, little is known about the quality of these discussions among patients with cancer. METHODS: Data are from the 2011 Medical Expenditure Panel Survey Experiences with Cancer survey among 1,202 adult cancer survivors. We evaluated discussions with any provider after a cancer diagnosis about: (1) follow-up care; (2) late or long-term treatment effects; (3) lifestyle recommendations, such as diet, exercise, and quitting smoking; and (4) emotional or social needs. Using a response scale ranging from "did not discuss" to "discussed in detail," a summary score was constructed to define communication quality as high, medium, or low. Patient factors associated with the quality of provider discussions were examined using multivariable polytomous logistic regression analyses. RESULTS: At the time of the survey, approximately one half of the patients (46%) were either within 1 year (24.1%) or between 1 and 5 years (22.0%) of treatment. More than one third of cancer survivors reported that they did not receive detailed communication about follow-up care, and more than one half reported that they did not receive detailed communication regarding late or long-term effects, lifestyle recommendations, or emotional and social needs. Only 24% reported high-quality communication for all four elements, indicating that the vast majority experienced suboptimal communication. In multivariable analysis, survivors reporting a high communication quality with providers included those who were within 1 year of treatment, between the ages of 18 and 64 years, non-Hispanic black or other ethnicity, and married. CONCLUSION: Study findings demonstrate gaps in the communication quality experienced by cancer survivors in the United States and help identify survivors for targeted interventions. |
For working-age cancer survivors, medical debt and bankruptcy create financial hardships
Banegas MP , Guy GP Jr , de Moor JS , Ekwueme DU , Virgo KS , Kent EE , Nutt S , Zheng Z , Rechis R , Yabroff KR . Health Aff (Millwood) 2016 35 (1) 54-61 The rising medical costs associated with cancer have led to considerable financial hardship for patients and their families in the United States. Using data from the LIVESTRONG 2012 survey of 4,719 cancer survivors ages 18-64, we examined the proportions of survivors who reported going into debt or filing for bankruptcy as a result of cancer, as well as the amount of debt incurred. Approximately one-third of the survivors had gone into debt, and 3 percent had filed for bankruptcy. Of those who had gone into debt, 55 percent incurred obligations of $10,000 or more. Cancer survivors who were younger, had lower incomes, and had public health insurance were more likely to go into debt or file for bankruptcy, compared to those who were older, had higher incomes, and had private insurance, respectively. Future longitudinal population-based studies are needed to improve understanding of financial hardship among US working-age cancer survivors throughout the cancer care trajectory and, ultimately, to help stakeholders develop evidence-based interventions and policies to reduce the financial hardship of cancer. |
Annual medical expenditure and productivity loss among colorectal, female breast, and prostate cancer survivors in the United States
Zheng Z , Yabroff KR , Guy GP Jr , Han X , Li C , Banegas MP , Ekwueme DU , Jemal A . J Natl Cancer Inst 2016 108 (5) BACKGROUND: There are limited nationally representative estimates of the annual economic burden among survivors of the three most prevalent cancers (colorectal, female breast, and prostate) in both nonelderly and elderly populations in the United States. METHODS: The 2008 to 2012 Medical Expenditure Panel Survey data were used to identify colorectal (n = 540), female breast (n = 1568), and prostate (n = 1170) cancer survivors and individuals without a cancer history (n = 109 423). Excess economic burden attributable to cancer included per-person excess annual medical expenditures and productivity losses (employment disability, missed work days, and days stayed in bed). All analyses were stratified by cancer site and age (nonelderly: 18-64 years vs elderly: ≥65 years). Multivariable analyses controlled for age, sex, race/ethnicity, marital status, education, number of comorbidities, and geographic region. All statistical tests were two-sided. RESULTS: Compared with individuals without a cancer history, cancer survivors experienced annual excess medical expenditures (for the nonelderly population, colorectal: $8647, 95% confidence interval [CI] = $4932 to $13 974, P < .001; breast: $5119, 95% CI = $3439 to $7158, P < .001; prostate: $3586, 95% CI = $1792 to $6076, P < .001; for the elderly population, colorectal: $4913, 95% CI = $2768 to $7470, P < .001; breast: $2288, 95% CI = $814 to $3995, P = .002; prostate: $3524, 95% CI = $1539 to $5909, P < .001). Nonelderly colorectal and breast cancer survivors experienced statistically significant annual excess employment disability (13.6%, P < .001, and 4.8%, P = .001) and productivity loss at work (7.2 days, P < .001, and 3.3 days, P = .002) and at home (4.5 days, P < .001, and 3.3 days, P = .003). In contrast, elderly survivors of all three cancer sites had comparable productivity losses as those without a cancer history. CONCLUSIONS: Colorectal, breast, and prostate cancer survivors experienced statistically significantly higher economic burden compared with individuals without a cancer history; however, excess economic burden varies by cancer site and age. Targeted efforts will be important in reducing the economic burden of colorectal, breast, and prostate cancer. |
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