1
|
Abdelhadi OA, Pollock BH, Joseph JG, Keegan THM. Psychological distress and associated additional medical expenditures in adolescent and young adult cancer survivors. Cancer 2022; 128:1523-1531. [PMID: 35001391 DOI: 10.1002/cncr.34064] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2021] [Revised: 10/19/2021] [Accepted: 11/13/2021] [Indexed: 11/07/2022]
Abstract
BACKGROUND Adolescent and young adult (AYA) cancer survivors experience psychological distress often because of cancer and its treatment. However, no prior studies have evaluated the additional medical expenditures and health care utilization associated with psychological distress in AYA cancer survivors. METHODS AYA cancer survivors and a comparison matched group of adults with no history of cancer were identified from 2011-2016 Medical Expenditure Panel Survey data. Medical expenditures and health care utilization were evaluated with multivariable regression models. RESULTS AYA cancer survivors were more likely to have psychological distress (11.5% of 1757) than adults with no history of cancer (5.8% of 5227). The prevalence of psychological distress was found to be high many years after the diagnosis, with 11.2% reporting distress ≥20 years after their cancer diagnosis. AYA cancer survivors with psychological distress were more likely to smoke and have chronic conditions and were less likely to exercise regularly in comparison with AYAs with no history of psychological distress. AYA cancer survivors with psychological distress had additional annual medical expenses ($4415; 95% CI, $993-$9690), office visits (2.80; 95% CI, 0.23-6.15), and use of prescription medications/medication renewals (11.58; 95% CI, 5.70-19.47) in comparison with AYA cancer survivors without psychological distress. Additional annual medical expenses of psychological distress were $2600 higher in AYA cancer survivors than adults without a history of cancer ($1802; 95% CI, $440-$3791). CONCLUSIONS These results highlight the substantial economic burden associated with psychological distress in AYA cancer survivors. This research could inform survivorship care plans and interventions addressing the psychological needs of AYA cancer survivors.
Collapse
Affiliation(s)
- Ola A Abdelhadi
- Graduate Group of Epidemiology, University of California Davis, Davis, California
| | - Brad H Pollock
- Graduate Group of Epidemiology, University of California Davis, Davis, California.,Department of Public Health Sciences, University of California Davis, Sacramento, California
| | - Jill G Joseph
- Betty Irene Moore School of Nursing, University of California Davis, Sacramento, California
| | - Theresa H M Keegan
- Graduate Group of Epidemiology, University of California Davis, Davis, California.,Department of Public Health Sciences, University of California Davis, Sacramento, California.,Center for Oncology Hematology Outcomes Research and Training and Division of Hematology and Oncology, University of California Davis School of Medicine, Sacramento, California
| |
Collapse
|
2
|
Van Beek FE, Wijnhoven LMA, Holtmaat K, Custers JAE, Prins JB, Verdonck-de Leeuw IM, Jansen F. Psychological problems among cancer patients in relation to healthcare and societal costs: A systematic review. Psychooncology 2021; 30:1801-1835. [PMID: 34228838 PMCID: PMC9291760 DOI: 10.1002/pon.5753] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2021] [Revised: 05/27/2021] [Accepted: 06/14/2021] [Indexed: 12/15/2022]
Abstract
OBJECTIVE This study systematically reviewed the association of psychological problems among cancer patients with healthcare and societal resource use and costs. METHODS PubMed, PsycINFO, and Embase were searched (until 31 January 2021) for studies on psychological symptoms (anxiety, depression, distress, fear of recurrence) or psychiatric disorders (anxiety, depression, adjustment) and healthcare use (e.g., mental, inpatient healthcare), economic losses by patients and family, economic losses in other sectors (e.g., absence from work), and costs. The search, data extraction, and quality assessment were performed by two authors. RESULTS Of the 4157 identified records, 49 articles were included (psychological symptoms (n = 34), psychiatric disorders (n = 14), both (n = 1)) which focused on healthcare use (n = 36), economic losses by patients and family (n = 5), economic losses in other sectors (n = 8) and/or costs (n = 13). In total, for 12 of the 94 associations strong evidence was found. Psychological symptoms and psychiatric disorders were positively associated with increased healthcare use (mental, primary, inpatient, outpatient healthcare), losses in other sectors (absence from work), and costs (inpatient, outpatient, total healthcare costs). Moderate evidence was found for a positive association between (any) psychiatric disorder and depression disorder with inpatient healthcare and medication use, respectively. CONCLUSIONS Psychological problems in cancer patients are associated with increased healthcare use, healthcare costs and economic losses. Further research is needed on psychological problems in relation to understudied healthcare use or costs categories, productivity losses, and informal care costs.
Collapse
Affiliation(s)
- Florie E Van Beek
- Department of Clinical, Neuro- and Developmental Psychology, Faculty of Behavioral and Movement Sciences, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Lonneke M A Wijnhoven
- Department of Medical Psychology, Radboudumc Nijmegen, Radboud Institute of Health Sciences, Nijmegen, The Netherlands
| | - Karen Holtmaat
- Department of Clinical, Neuro- and Developmental Psychology, Faculty of Behavioral and Movement Sciences, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - José A E Custers
- Department of Medical Psychology, Radboudumc Nijmegen, Radboud Institute of Health Sciences, Nijmegen, The Netherlands
| | - Judith B Prins
- Department of Medical Psychology, Radboudumc Nijmegen, Radboud Institute of Health Sciences, Nijmegen, The Netherlands
| | - Irma M Verdonck-de Leeuw
- Department of Clinical, Neuro- and Developmental Psychology, Faculty of Behavioral and Movement Sciences, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.,Department of Otolaryngology-Head and Neck Surgery, Amsterdam UMC, VUmc Cancer Center Amsterdam, Amsterdam, The Netherlands.,Cancer Center Amsterdam (CCA), VU University Medical Center, Amsterdam, The Netherlands
| | - Femke Jansen
- Department of Otolaryngology-Head and Neck Surgery, Amsterdam UMC, VUmc Cancer Center Amsterdam, Amsterdam, The Netherlands.,Cancer Center Amsterdam (CCA), VU University Medical Center, Amsterdam, The Netherlands
| |
Collapse
|
3
|
Alsultan MM, Hincapie AL, Schwartz R, Guo JJ. Healthcare services expenditures among prostate cancer patients with and without mood disorders in the United States: A propensity score-matched cross-sectional study. J Psychosoc Oncol 2020; 39:204-218. [PMID: 33280542 DOI: 10.1080/07347332.2020.1844842] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
OBJECTIVES To compare the averages of healthcare services utilization and of expenditures for men with prostate cancer with and without diagnoses of mood disorders applying propensity score matching (PSM), and to identify the potential predictors associated with increased healthcare expenditures. DESIGN Cross-sectional study. SAMPLE AND METHODS A total of 308,602 weighted patients with prostate cancer were identified after applying PSM. The datasets for men with prostate cancer were extracted from the Medical Expenditure Panel Survey (MEPS) from 2010 to 2015. For cohort formation, 1:1 PSM was applied. Healthcare utilization and expenditures analyzed included emergency room visits, length of stay for hospital inpatients, outpatient visits, office-based visits, and prescriptions. Generalized linear model with gamma distribution and log link was used to determine which covariates are associated with the increase in healthcare expenditures for each healthcare service. FINDINGS The mean expenditures for emergency room visits between men with prostate cancer and mood disorders was $3,092.34, and it was $1,330.64 for patients without mood disorders (p = 0.038). The weighted total expenditures for emergency room visits in prostate cancer patients with mood disorders is 57% higher (p = 0.0109). Moreover, the weighted total expenditures for outpatient visits in prostate cancer patients with mood disorders is 93% higher (p = 0.0001). The potential predictor in total healthcare expenditures is perceived health status (fair/poor) (p = 0.0066). CONCLUSIONS AND IMPLICATIONS FOR PSYCHOSOCIAL PROVIDERS OR POLICY Individuals with a diagnosis of mood disorders were found to have higher average healthcare expenditures in emergency room visits than those without mood disorders. Therefore, the implications of this study are to inform the patient care team that the assessment and management of mood disorders is a priority. Moreover, screening of mood- disorder symptoms should occur early to optimize care. Finally, policymakers should provide accessible care to minimize emergency room visits.
Collapse
Affiliation(s)
- Mohammed M Alsultan
- Division of Pharmacy Practice & Administrative Sciences, James L. Winkle College of Pharmacy, University of Cincinnati, OH, USA.,Department of Pharmacy Practice, College of Clinical Pharmacy, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
| | - Ana L Hincapie
- Division of Pharmacy Practice & Administrative Sciences, James L. Winkle College of Pharmacy, University of Cincinnati, OH, USA
| | - Rowena Schwartz
- Division of Pharmacy Practice & Administrative Sciences, James L. Winkle College of Pharmacy, University of Cincinnati, OH, USA
| | - Jeff Jianfei Guo
- Division of Pharmacy Practice & Administrative Sciences, James L. Winkle College of Pharmacy, University of Cincinnati, OH, USA
| |
Collapse
|
4
|
Impact of Behavioral Health Comorbidities on Health Care Costs Among Japanese Patients With Cancer. J Acad Consult Liaison Psychiatry 2020; 62:228-233. [PMID: 32665152 DOI: 10.1016/j.psym.2020.06.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/21/2020] [Revised: 06/05/2020] [Accepted: 06/08/2020] [Indexed: 12/24/2022]
Abstract
BACKGROUND Little is known about how behavioral health (BH) conditions affect health care costs of patients with cancer in Japan. OBJECTIVE The purpose of this study is to evaluate the magnitude of general medical claims expenditures for individuals with cancer who use or do not use BH services in Japan. METHODS The study used a health insurance claims database for more than 3 million enrollees in Japan. All health plan enrollees (18 y or older) who had tumors without metastasis or metastatic solid tumors defined by the Charlson Comorbidity Index were included in the study (n = 20,260). Measurements included total claims expenditures for BH and medical services. RESULTS The proportion of enrollees using BH services was 12.8%. BH service users accounted for 17.7% of total health service spending. Mean annual cost of total health care services were 1.5 times higher in BH users than those with no BH use, whereas the median was 1.8 times higher. Mean annual medical cost alone for BH users was 1.3 times higher than that for non-BH users, whereas the median was 1.5 times higher. CONCLUSIONS The findings suggest the importance for the Japanese medical system to address BH needs of patients with cancer and introduce fiscal efficiencies to cancer care. Strategic implementation of effective integrated care services for patients with cancer should be considered in Japan.
Collapse
|
5
|
Gu D, Morgan RO, Li R, Weber ES, Shen C. Association between depression and healthcare expenditures among elderly cancer patients. BMC Psychiatry 2020; 20:131. [PMID: 32293366 PMCID: PMC7092441 DOI: 10.1186/s12888-020-02527-x] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/17/2019] [Accepted: 03/03/2020] [Indexed: 01/07/2023] Open
Abstract
BACKGROUND Both depression and cancer are economically burdensome. However, how depression affects the healthcare expenditures of elderly cancer patients from payers' and patients' perspectives is largely unknown. This study investigated whether depression resulted in higher healthcare expenditures among these patients from both payers' and patients' perspectives and identified health service use categories associated with increased expenditures. METHODS From the Medicare Current Beneficiary Survey (MCBS)-Medicare database, we identified breast, lung and prostate cancer patients aged 65 years and over who were newly diagnosed between 2007 and 2012. Presence of depression was based on self-reports from the surveys. We used generalized linear models (GLM) and two-part models to examine the impact of depression on healthcare expenditures during the first two years of cancer diagnosis controlling for a vast array of covariates. We stratified the analyses of total healthcare expenditures by healthcare services and payers. RESULTS Out of the 710 elderly breast, lung and prostate cancer patients in our study cohort, 128 (17.7%) reported depression. Individuals with depression had $11,454 higher total healthcare expenditures, $8213 higher medical provider expenditures and $405 higher other services expenditures compared to their counterparts without depression. Also, they were significantly more likely to have inpatient services. For payers, they incurred $8280 and $1270 higher expenditures from Medicare's and patients' perspectives, respectively. CONCLUSIONS Elderly cancer patients with depression have significantly higher healthcare expenditures from both payers' and patients' perspectives and over different expenditure types. More research is needed in depression screening, diagnosis and treatment for this population.
Collapse
Affiliation(s)
- Dian Gu
- Department of Health Services Research, University of Texas M. D. Anderson Cancer Center, 1400 Pressler St, Unit 1444, Houston, TX, TX 77030, USA. .,Division of Management, Policy and Community Health, University of Texas School of Public Health, Houston, TX, USA.
| | - Robert O. Morgan
- grid.267308.80000 0000 9206 2401Division of Management, Policy and Community Health, University of Texas School of Public Health, Houston, TX USA
| | - Ruosha Li
- grid.267308.80000 0000 9206 2401Division of Biostatistics, University of Texas School of Public Health, Houston, TX USA
| | - Ellerie S. Weber
- grid.267308.80000 0000 9206 2401Division of Management, Policy and Community Health, University of Texas School of Public Health, Houston, TX USA
| | - Chan Shen
- grid.29857.310000 0001 2097 4281Division of Outcomes Research and Quality, Department of Surgery, College of Medicine, Pennsylvania State University, Hershey, PA USA
| |
Collapse
|
6
|
Jeffery DD, Art Ambrosio L, Hopkins L, Burke HB. Mental health comorbidities and cost/utilization outcomes in head and neck cancer patients. J Psychosoc Oncol 2019; 37:301-318. [DOI: 10.1080/07347332.2018.1519626] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Affiliation(s)
- Diana D. Jeffery
- Department of Defense, Defense Health Agency, Falls Church, Virginia, USA
| | - Lcdr Art Ambrosio
- Department of Defense, U.S. Navy Medical Corps, Naval Medical Center San Diego, Naval Hospital Camp Pendleton, California, USA
| | - Laura Hopkins
- Kennell and Associates, Inc., Falls Church, Virginia, USA
| | - Harry B. Burke
- Department of Defense, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| |
Collapse
|
7
|
Khushalani JS, Qin J, Cyrus J, Lunsford NB, Rim SH, Han X, Yabroff KR, Ekwueme DU. Systematic review of healthcare costs related to mental health conditions among cancer survivors. Expert Rev Pharmacoecon Outcomes Res 2018; 18:505-517. [PMID: 29869568 PMCID: PMC6103822 DOI: 10.1080/14737167.2018.1485097] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2018] [Accepted: 06/03/2018] [Indexed: 01/18/2023]
Abstract
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, nonmedical 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.
Collapse
Affiliation(s)
| | - Jin Qin
- Division of Cancer Prevention and Control, CDC, Atlanta, United States
| | - John Cyrus
- Tompkins-McCaw Library, Virginia Commonwealth University, Richmond, Virginia, United States
| | | | - Sun Hee Rim
- Division of Cancer Prevention and Control, CDC, Atlanta, United States
| | | | | | | |
Collapse
|
8
|
Alwhaibi M, Sambamoorthi U, Madhavan S, Walkup JT. Depression treatment and healthcare expenditures among elderly Medicare beneficiaries with newly diagnosed depression and incident breast, colorectal, or prostate cancer. Psychooncology 2016; 26:2215-2223. [PMID: 27891701 DOI: 10.1002/pon.4325] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2016] [Revised: 11/11/2016] [Accepted: 11/21/2016] [Indexed: 11/07/2022]
Abstract
OBJECTIVES Depression is associated with high healthcare expenditures, and depression treatment may reduce healthcare expenditures. However, to date, there have not been any studies on the effect of depression treatment on healthcare expenditures among cancer survivors. Therefore, this study examined the association between depression treatment and healthcare expenditures among elderly with depression and incident cancer. METHODS The current study used a retrospective longitudinal study design, the linked Surveillance, Epidemiology, and End Results-Medicare database. Elderly (≥66 years) fee-for-service Medicare beneficiaries with newly diagnosed depression and incident breast, colorectal, or prostate cancer (N = 1502) were followed for a period of 12 months after depression diagnosis. Healthcare expenditures were measured every month for a period of 12-month follow-up period. Depression treatment was identified during the 6-month follow-up period. The adjusted associations between depression treatment and healthcare expenditures were analyzed with generalized linear mixed model regressions with gamma distribution and log link after controlling for other factors. RESULTS The average 1-year total healthcare expenditures after depression diagnosis were $38 219 for those who did not receive depression treatment; $42 090 for those treated with antidepressants only; $46 913 for those treated with psychotherapy only; and $51 008 for those treated with a combination of antidepressants and psychotherapy. As compared to no depression treatment, those who received antidepressants only, psychotherapy only, or a combination of antidepressants and psychotherapy had higher healthcare expenditures. However, second-year expenditures did not significantly differ among depression treatment categories. CONCLUSIONS Among cancer survivors with newly diagnosed depression, depression treatment did not have a significant effect on expenditures in the long term.
Collapse
Affiliation(s)
- Monira Alwhaibi
- Department of Pharmaceutical Systems and Policy, School of Pharmacy, West Virginia University, Morgantown, WV, USA.,Department of Clinical Pharmacy, School of Pharmacy, King Saud University, Riyadh, Saudi Arabia
| | - Usha Sambamoorthi
- Department of Pharmaceutical Systems and Policy, School of Pharmacy, West Virginia University, Morgantown, WV, USA
| | - Suresh Madhavan
- Department of Pharmaceutical Systems and Policy, School of Pharmacy, West Virginia University, Morgantown, WV, USA
| | - James T Walkup
- Clinical Psychology Department, Graduate School of Applied and Professional Psychology, Rutgers University, New Brunswick, NJ, USA
| |
Collapse
|