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Bullock Morse A, Emerson ND, Bursch B. Gender-Affirming Care Recommendations for Health Providers Treating Gender Diverse Adolescents and Young Adults with Cancer. J Adolesc Young Adult Oncol 2023; 12:795-798. [PMID: 36880958 DOI: 10.1089/jayao.2022.0171] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/08/2023] Open
Affiliation(s)
- Amy Bullock Morse
- MemorialCare Miller Children's and Women's Hospital Long Beach, Long Beach, California, USA
| | - Natacha D Emerson
- Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine at UCLA, Los Angeles, California, USA
| | - Brenda Bursch
- Psychiatry and Biobehavioral Sciences and Pediatrics, David Geffen School of Medicine at UCLA, Los Angeles, California, USA
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Birch K, Chung S, Zion SR, MacEwan JP, Malecki MJ. Incremental Health Care Costs of Anxiety and Depression Among Medicare Beneficiaries With Cancer. JCO Oncol Pract 2023; 19:e660-e671. [PMID: 36800552 PMCID: PMC10424903 DOI: 10.1200/op.22.00555] [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: 08/09/2022] [Revised: 10/20/2022] [Accepted: 12/21/2022] [Indexed: 02/19/2023] Open
Abstract
PURPOSE Mental health comorbidities are commonplace among patients with cancer and have been associated with adverse health outcomes and elevated health care costs. Given the rapidly evolving cancer care landscape, an updated understanding of the prevalence and costs of mental health conditions among patients with cancer is needed. This study assessed the incremental costs of anxiety and depression among Medicare beneficiaries with cancer. METHODS This retrospective cohort study used the SEER-Medicare database. Patients diagnosed with melanoma, breast, lung, prostate, or colorectal cancer between July 2013 and December 2017 were followed for at least 12 months and up to 36 months after cancer diagnosis. Patients were categorized on the basis of anxiety/depression (AD) diagnosis: (1) predating cancer, (2) onset after cancer, or (3) no AD. Multivariable regression was used to estimate differences in all-cause incremental costs (before v after cancer) between the three groups. RESULTS Of 230,626 patients, 10% had AD before their cancer diagnosis and 22% were diagnosed after cancer. In the first year after cancer diagnosis, average monthly health care costs were $5,750 in US dollars (USD) for patients with newly onset, $5,208 (USD) for patients with preexisting, and $3,919 (USD) for patients without a diagnosis of AD. The incremental cost of cancer was the greatest among patients with newly onset AD-$1,458 (USD) per month greater than those with no AD. Similar patterns were observed across cancer types and stages. CONCLUSION One in three Medicare beneficiaries with cancer in this study had a diagnosis of anxiety or depression. Newly onset AD is associated with an increase in health care costs of $17,496 (USD) per year. Screening and management of mental health conditions for patients with cancer should be part of coordinated oncology care.
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The Impact of Depression and Anxiety on Adult Cancer Patients’ Health-Related Quality of Life. J Clin Med 2023; 12:jcm12062196. [PMID: 36983197 PMCID: PMC10059703 DOI: 10.3390/jcm12062196] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Revised: 03/02/2023] [Accepted: 03/09/2023] [Indexed: 03/14/2023] Open
Abstract
Background: Cancer patients are at high risk for mental illness and, in turn, poorer health-related quality of life. This study used nationally representative United States (US) data to examine nuances of the impact of depression and/or anxiety on HRQoL in different cancer groups (e.g., cancer only, cancer and depression, cancer and anxiety, cancer and both conditions). Methods: Adult patients aged 18 years and older with a cancer diagnosis were identified from the Medical Expenditure Panel Survey data for 2012–2016. HRQoL was measured using the SF-12 Physical and Mental Component Summary (PCS & MCS) scores. Multivariate linear regressions were used, controlling for a multitude of factors. Results: Around 12% of the 1712 identified patients with cancer had depression, 13% had anxiety, and 8.4% had both depression and anxiety. Patients with comorbid depression and anxiety had the lowest mean scores of both PCS and MCS compared to patients in other groups. In addition, cancer patients with either depression and/or anxiety were more likely to have lower MCS scores compared to those with cancer only (depression: β = −6.554; anxiety: β = −3.916; both conditions: β = −11.759, p < 0.001). Interestingly, patients with comorbid depression and anxiety were more likely to have higher PCS scores compared to those with cancer only. Conclusions: The psychological burden of cancer is immense, with a substantial impact on patients’ HRQoL. Routine screening for depression and anxiety, especially for women and those with low poverty status and comorbidities, should be conducted by healthcare providers to identify those with high odds of having a lower HRQoL. Additionally, early psychiatric interventions, such as psychotherapy and prescription drugs, may positively impact patients’ mental well-being and HRQoL.
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Ma KJ, Su SY, Nie D, Chung WS, Yao CY, Wang JY. Disparities in the medical expenditures of patients with cancer and concomitant mental disorder: analyzing the effects of diagnosis sequence order. BMC Health Serv Res 2023; 23:92. [PMID: 36707857 PMCID: PMC9881331 DOI: 10.1186/s12913-023-09056-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Accepted: 01/10/2023] [Indexed: 01/28/2023] Open
Abstract
BACKGROUND Cancer is the leading cause of death in Taiwan. Medical expenditures related to cancer accounted for 44.8% of all major illness insurance claims in Taiwan. Prior research has indicated that the dual presence of cancer and mental disorder in patients led to increased medical burden. Furthermore, patients with cancer and concomitant mental disorder could incur as much as 50% more annual costs than those without. Although previous studies have investigated the utilization of patients with both diseases, the effects of morbidity sequence order on patient costs are, however, uncertain. This study explored medical expenditures linked with the comorbidity of cancer and mental disorder, with a focus on the impact of diagnosis sequence order. METHODS This population-based retrospective matched cohort study retrieved patients with cancer and mental disorder (aged ≥ 20 years) from the Ministry of Health and Welfare Data Science Center 2005-2015 database. 321,045 patients were divided based on having one or both diseases, as well as on the sequence of mental disorder and cancer diagnosis. Study subjects were paired with comparison counterparts free of both diseases using Propensity Score Matching at a 1:1 ratio. Annual Cost per Patient Linear Model (with a log-link function and gamma distribution) was used to assess the average annual cost, covarying for socio-demographic and clinical factors. Binomial Logistic Regression was used to evaluate factors associated with the risk of high-utilization. RESULTS The "Cancer only" group had higher adjusted mean annual costs (NT$126,198), more than 5-times that of the reference group (e^β: 5.45, p < 0.001). However, after exclusion of patients with non-cancer and inclusion of diagnosis sequence order for patients with cancer and concomitant mental disorder, the post-cancer mental disorder group had the highest expenditures at over 13% higher than those diagnosed with only cancer on per capita basis (e^β: 1.13, p < 0.001), whereas patients with cancer and any pre-existing mental disorder incurred lower expenditures than those with only cancer. The diagnosis of post-cancer mental disorder was significantly associated with high-utilization (OR = 1.24; 95% CI: 1.047-1.469). Other covariates associated with high-utilizer status included female sex, middle to old age, and late stage cancer. CONCLUSION Presence of mental disorder prior to cancer had a diminishing effect on medical utilization in patients, possibly indicating low medical compliance or adherence in patients with mental disorder on initial treatments after cancer diagnosis. Patients with post-cancer mental disorder had the highest average annual cost. Similar results were found in the odds of reaching high-utilizer status. The follow-up of cancer treatment for patients with pre-existing mental disorders warrants more emphasis in an attempt to effectively allocate medical resources.
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Affiliation(s)
- Kai-Jie Ma
- grid.254145.30000 0001 0083 6092Department of Public Health, China Medical University, Taichung, Taiwan
| | - Shu-Yuan Su
- grid.254145.30000 0001 0083 6092Department of Public Health, China Medical University, Taichung, Taiwan
| | - Daniel Nie
- grid.254145.30000 0001 0083 6092Department of Health Services Administration, China Medical University, Taichung, Taiwan
| | - Wei-Sheng Chung
- grid.254145.30000 0001 0083 6092Department of Health Services Administration, China Medical University, Taichung, Taiwan ,grid.452837.f0000 0004 0413 0128Department of Internal Medicine, Taichung Hospital, Taichung, Taiwan ,grid.411043.30000 0004 0639 2818Department of Healthcare Administration, Central Taiwan University of Science and Technology, Taichung, Taiwan
| | - Chi-Yu Yao
- grid.459446.eAttending physician Department of psychiatry, An-nan hospital, Tainan, Taiwan
| | - Jong-Yi Wang
- grid.254145.30000 0001 0083 6092Department of Health Services Administration, China Medical University, Taichung, Taiwan
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Zou J, Zhu Y. Antidepressant use pattern and disparities among cancer patients in the United States. Front Public Health 2022; 10:1000000. [PMID: 36438264 PMCID: PMC9682280 DOI: 10.3389/fpubh.2022.1000000] [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: 07/21/2022] [Accepted: 10/20/2022] [Indexed: 11/11/2022] Open
Abstract
Many cancer patients also suffer from depression, however, pharmacotherapy of depression and related disparities in US cancer survivors have not been examined in a nationally representative sample. In the present study, 2,590 adult cancer survivors participating in the National Health and Nutrition Examination Survey 2011-2020 were included and antidepressant use pattern was investigated. To examine disparities by social-demographic characteristics and access to healthcare, multivariate logistic regression analysis was conducted in 422 cancer patients who were using antidepressants and 230 cancer patients who were not using antidepressants but were diagnosed with depression. Results suggested that 21% of adult cancer survivors were using antidepressants and selective serotonin reuptake inhibitors were the most common type of antidepressants used. Antidepressant users were more likely to be female, non-Hispanic white, those who were married or living with partner. In addition, those without a routine place to go for healthcare were less likely to use antidepressants. Disparities were not found by age, family income levels, education, or health insurance coverage. The findings highlight disparities in antidepressant use in cancer patients in the US. Policy makers need to better allocate healthcare resources and facilitate availabilities of affordable care to every patient in need.
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Affiliation(s)
- Jingrui Zou
- Department of Scientific Affairs, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Yong Zhu
- Wayzek Science, St. Paul, MN, United States,*Correspondence: Yong Zhu
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Karim MA, Talluri R, Shastri SS, Kum HC, Shete S. Financial Toxicities Persist for Cancer Survivors Irrespective of Current Cancer Status: An Analysis of Medical Expenditure Panel Survey. CANCER RESEARCH COMMUNICATIONS 2022; 2:1119-1128. [PMID: 36531523 PMCID: PMC9757609 DOI: 10.1158/2767-9764.crc-22-0166] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
This study estimates the out-of-pocket (OOP) expenditures for different cancer types among survivors with current vs no current cancer condition and across sex, which is understudied in the literature. This is a cross-sectional study of Medical Expenditure Panel Survey data for 2009-2018 where the primary outcome was the average per year OOP expenditure incurred by cancer survivors. Of 189 285 respondents, 15 010 (7.93%) were cancer survivors; among them, 46.28% had a current cancer condition. Average per year OOP expenditure for female survivors with a current condition of breast cancer ($1730), lung cancer ($1679), colon cancer ($1595), melanoma ($1783), non-Hodgkin lymphoma ($1656), nonmelanoma/other skin cancer (NMSC, $2118) and two or more cancers ($2310) were significantly higher than that of women with no history of cancer ($853, all P < .05). Similarly, average per year OOP expenditure for male survivors with a current condition of prostate cancer ($1457), lung cancer ($1131), colon cancer ($1471), melanoma ($1474), non-Hodgkin's lymphoma ($1653), NMSC ($1789), and bladder cancer ($2157) were significantly higher compared with the men with no history of cancer ($621, all P < .05). These differences persisted in survivors with no current cancer condition for breast cancer among women; prostate, lung, colon, and bladder cancer among men; and melanoma, NMSC, and two or more cancers among both sexes. OOP expenditure varied across cancer types and by sex for survivors with and without a current cancer condition. These findings highlight the need for targeted interventions for cancer survivors.
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Affiliation(s)
- Mohammad A. Karim
- Department of Epidemiology, The University of Texas MD Anderson Cancer Center, Houston, Texas
- Population Informatics Lab, Texas A&M University, College Station, Texas
| | - Rajesh Talluri
- Department of Data Science, University of Mississippi Medical Center, Jackson, Mississippi
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Surendra S. Shastri
- Department of Health Disparities Research, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Hye-Chung Kum
- Population Informatics Lab, Texas A&M University, College Station, Texas
- Department of Health Policy and Management, School of Public Health, Texas A&M University, College Station, Texas
| | - Sanjay Shete
- Department of Epidemiology, The University of Texas MD Anderson Cancer Center, Houston, Texas
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, Texas
- Division of Cancer Prevention and Population Science, The University of Texas MD Anderson Cancer Center, Houston, Texas
- Corresponding Author: Sanjay Shete, Biostatistics, Unit 1411, The University of Texas MD Anderson Cancer Center, 1400 Pressler Dr, FCT4.6002, Houston, TX 77030. Phone: (713) 745-2483; E-mail:
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7
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Bowers A, Karvetski CH, Needs P. Cost Burden Impacts Cancer Patient Service Utilization Behavior in a US Commercial Plan. Am J Health Behav 2022; 46:231-247. [PMID: 35794760 DOI: 10.5993/ajhb.46.3.3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
Objectives: The burden of affording high-cost medical treatment (eg, cancer therapy) may impact whether some patients choose to access other needed health services within US commercial plans. However, deferring needed care for a mental or behavioral health (M/BH) condition could result in preventable hospital utilization. This research investigates how income level and total out-of-pocket costs (OOPC) interact to influence the service utilization behavior of insured adult cancer patients with a comorbid M/BH diagnosis. Methods: A cross-sectional, retrospective analysis was performed using medical service claims (July 2017-June 2018) and administrative data from eligible members of a large US commercial health benefits plan ( N =5,054). Nonparametric tests were used to examine variation in mean utilization by patient income level and OOPC decile. Negative binomial regression modeling was performed to analyze independent variable effects on count outcomes for outpatient behavioral visits and emergency department (ED) visits. Results: There was significant variation in patient service utilization by income level and total OOPC. Overall, as OOPC increased patients used less outpatient behavioral care ( p <.000). Compared to average and higher incomes, those with lower incomes (<$50,000/year) utilized significantly fewer outpatient visits ( p <.000) and significantly more ED visits ( p <.001) relative to increasing OOPC. Conclusions: The interaction of income level and OOPC (ie, cost burden) could inhibit patients' decision to access supportive behavioral care in the commercial plan. The cumulative cost burden from cancer treatment may promote underutilization of outpatient services and greater ED reliance, particularly among lower income plan members.
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Affiliation(s)
- Anne Bowers
- Evernorth Health, Inc., St. Louis, MO, United States;,
| | | | - Priya Needs
- Evernorth Health, Inc., St. Louis, MO, United States
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Ekenga CC, Kim B, Kwon E, Park S. Multimorbidity and Employment Outcomes Among Middle-Aged US Cancer Survivors. J Occup Environ Med 2022; 64:476-481. [PMID: 35761424 PMCID: PMC9245086 DOI: 10.1097/jom.0000000000002473] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
OBJECTIVE The objective of this study was to evaluate the relationship between multimorbidity and subsequent 2-year employment outcomes among middle-aged United States (US) cancer survivors. In addition, we examined whether the relationship differed by survivor characteristics. METHODS Data of 633 cancer survivors (ages 51 to 64) from the 2014 Health and Retirement Study were used to identify multimorbidity profiles and evaluate associations between multimorbidity and prolonged unemployment during follow-up. RESULTS Approximately 64% of cancer survivors met the criteria for multimorbidity. Latent class analysis revealed three distinct multimorbidity profiles distinguished by the presence or absence of psychiatric disorders. We observed a significant association between high psychiatric multimorbidity and prolonged unemployment after 2-year follow-up (relative risk = 2.78, 95% Confidence Interval = 1.28 to 6.00), with the effect more pronounced among low-income survivors. CONCLUSIONS Psychiatric multimorbidity was associated with prolonged unemployment among middle-aged cancer survivors, particularly among low-income survivors.
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Affiliation(s)
- Christine C. Ekenga
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, GA USA
| | - BoRin Kim
- Department of Social Work, University of New Hampshire, Durham, NH, USA
| | - Eunsun Kwon
- MSW Program, School of Pharmacy and Health Sciences, Fairleigh Dickinson University, Florham Park, NJ, USA
| | - Sojung Park
- Brown School, Washington University in St. Louis, St. Louis, MO, USA
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van Beek FE, Jansen F, Baatenburg de Jong RJ, Langendijk JA, Leemans CR, Smit JH, Takes RP, Terhaard CHJ, Custers JAE, Prins JB, Lissenberg-Witte BI, Verdonck-de Leeuw IM. Psychological Problems among Head and Neck Cancer Patients in Relation to Utilization of Healthcare and Informal Care and Costs in the First Two Years after Diagnosis. Curr Oncol 2022; 29:3200-3214. [PMID: 35621650 PMCID: PMC9139910 DOI: 10.3390/curroncol29050260] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Revised: 04/13/2022] [Accepted: 04/26/2022] [Indexed: 11/18/2022] Open
Abstract
Background: To investigate associations between psychological problems and the use of healthcare and informal care and total costs among head and neck cancer (HNC) patients. Method: Data were used of the NETherlands QUality of Life and Biomedical Cohort study. Anxiety and depression disorder (diagnostic interview), distress, symptoms of anxiety and depression (HADS), and fear of cancer recurrence (FCR) and cancer worry scale (CWS) were measured at baseline and at 12-month follow-up. Care use and costs (questionnaire) were measured at baseline, 3-, 6-, 12-, and 24-month follow-up. Associations between psychological problems and care use/costs were investigated using logistic and multiple regression analyses. Results: Data of 558 patients were used. Distress, symptoms of anxiety or depression, FCR, and/or anxiety disorder at baseline were significantly associated with higher use of primary care, supportive care, and/or informal care (odds ratios (ORs) between 1.55 and 4.76). Symptoms of anxiety, FCR, and/or depression disorder at 12-month follow-up were significantly associated with use of primary care, supportive care, and/or informal care (ORs between 1.74 and 6.42). Distress, symptoms of anxiety, and FCR at baseline were associated with higher total costs. Discussion: HNC patients with psychological problems make more use of healthcare and informal care and have higher costs. This is not the result of worse clinical outcomes.
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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, van der Boechorststraat 1, 1081 BT Amsterdam, The Netherlands;
| | - Femke Jansen
- Department of Otolaryngology-Head and Neck Surgery, Amsterdam Public Health Research Institute, Amsterdam UMC Location VUmc, De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands; (C.R.L.); (I.M.V.-d.L.)
- Correspondence:
| | - Rob J. Baatenburg de Jong
- Department of Otolaryngology and Head and Neck Surgery, Erasmus Cancer Institute, Erasmus MC, 3015 GD Rotterdam, The Netherlands;
| | - Johannes A. Langendijk
- Department of Radiation Oncology, University Medical Center Groningen, University of Groningen, 9713 GZ Groningen, The Netherlands;
| | - C. René Leemans
- Department of Otolaryngology-Head and Neck Surgery, Amsterdam Public Health Research Institute, Amsterdam UMC Location VUmc, De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands; (C.R.L.); (I.M.V.-d.L.)
| | - Johannes H. Smit
- Department of Psychiatry, Neuroscience Campus Amsterdam and Amsterdam Public Health Research Institute, Amsterdam UMC, VU University Medical Center, 1081 HV Amsterdam, The Netherlands;
| | - Robert P. Takes
- Department of Otolaryngology-Head and Neck Surgery, Radboud University Medical Center, 6525 GA Nijmegen, The Netherlands;
| | - Chris H. J. Terhaard
- Department of Radiation Oncology, University Medical Center, 3584 CX Utrecht, The Netherlands;
| | - José A. E. Custers
- Department of Medical Psychology 926, Radboud University Medical Center, Radboud Institute for Health Sciences, P.O. Box 9101, 6500 HB Nijmegen, The Netherlands; (J.A.E.C.); (J.B.P.)
| | - Judith B. Prins
- Department of Medical Psychology 926, Radboud University Medical Center, Radboud Institute for Health Sciences, P.O. Box 9101, 6500 HB Nijmegen, The Netherlands; (J.A.E.C.); (J.B.P.)
| | - Birgit I. Lissenberg-Witte
- Department of Epidemiology and Data Science, Amsterdam UMC, De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands;
| | - Irma M. Verdonck-de Leeuw
- Department of Otolaryngology-Head and Neck Surgery, Amsterdam Public Health Research Institute, Amsterdam UMC Location VUmc, De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands; (C.R.L.); (I.M.V.-d.L.)
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Depression and unplanned secondary healthcare use in patients with multimorbidity: A systematic review. PLoS One 2022; 17:e0266605. [PMID: 35390086 PMCID: PMC8989325 DOI: 10.1371/journal.pone.0266605] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2021] [Accepted: 03/23/2022] [Indexed: 11/19/2022] Open
Abstract
Background
Growing numbers of people with multimorbidity have a co-occurring mental health condition such as depression. Co-occurring depression is associated with poor patient outcomes and increased healthcare costs including unplanned use of secondary healthcare which may be avoidable.
Aim
To summarise the current evidence on the association between depression and unplanned secondary healthcare use among patients with multimorbidity.
Methods
We conducted a systematic review by searching MEDLINE, EMBASE, PsychINFO, Web of Science, CINAHL, and Cochrane Library from January 2000 to March 2021. We included studies on adults with depression and at least one other physical long-term condition that examined risk of emergency hospital admissions as a primary outcome, alongside emergency department visits or emergency readmissions. Studies were assessed for risk of bias using The National Institute of Health National Heart, Lung, and Blood Institute quality assessment tool. Relevant data were extracted from studies and a narrative synthesis of findings produced.
Results
Twenty observational studies were included in the review. Depression was significantly associated with different outcomes of unplanned secondary healthcare use, across various comorbidities. Among the studies examining these outcomes, depression predicted emergency department visits in 7 out of 9 studies; emergency hospital admissions in 19 out of 20 studies; and emergency readmissions in 4 out of 4 studies. This effect increased with greater severity of depression. Other predictors of unplanned secondary care reported include increased age, being female, and presence of greater numbers of comorbidities.
Conclusion
Depression predicted increased risk of unplanned secondary healthcare use in individuals with multimorbidity. The literature indicates a research gap in identifying and understanding the impact of complex multimorbidity combinations, and other patient characteristics on unplanned care in patients with depression. Findings indicate the need to improve planned care for patients with moderate-to-severe depression. We suggest regular reviews of care plans, depression severity monitoring and assessment of hospital admission risk in primary care settings.
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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: 7.5] [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.
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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
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12
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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: 3.7] [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.
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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
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13
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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.
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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
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Gordon JR, Baik SH, Schwartz KTG, Wells KJ. Comparing the Mental Health of Sexual Minority and Heterosexual Cancer Survivors: A Systematic Review. LGBT Health 2020. [PMID: 31314662 DOI: 10.1089/lgbt.2018.0204:10.1089/lgbt.2018.0204] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/26/2023] Open
Abstract
Purpose: Sexual minority (SM) individuals are more likely to experience mental health concerns than heterosexual individuals. However, little is known to date about the psychological needs of SM cancer survivors. The objective of this systematic review was to identify whether SM cancer survivors experience disparate psychological outcomes compared with heterosexual cancer survivors. Methods: PubMed/MEDLINE, PsycINFO, CINAHL, Web of Science, and ProQuest databases were searched systematically to identify studies that compared mental health outcomes between SM and heterosexual survivors. A standardized data extraction form was used to extract data from eligible articles. The Joanna Briggs Institute Checklist for Analytical Cross Sectional Studies was used to assess study quality. Results: Twelve studies met the inclusion criteria and assessed distress, depression, anxiety, perceived stress, and mental and emotional quality of life (QOL). Most studies enrolled survivors diagnosed either with female breast cancer or with prostate cancer. Most studies reporting on mental health among women found no differences between SM and heterosexual survivors. Studies conducted among men found that SM survivors experienced higher distress, depression, and anxiety, and lower emotional/mental QOL than heterosexual survivors. Conclusion: The findings of the present synthesis suggest that mental health disparities may exist among SM men diagnosed with cancer, particularly prostate cancer. More research is required to identify mental health disparities among SM survivors diagnosed with other cancers, as well as predisposing and protective factors. In addition, mental health screening and interventions are needed for SM men after cancer diagnosis.
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Affiliation(s)
- Janna R Gordon
- San Diego State University/University of California, San Diego Joint Doctoral Program in Clinical Psychology, San Diego, California
| | - Sharon H Baik
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Karen T G Schwartz
- San Diego State University/University of California, San Diego Joint Doctoral Program in Clinical Psychology, San Diego, California
| | - Kristen J Wells
- San Diego State University/University of California, San Diego Joint Doctoral Program in Clinical Psychology, San Diego, California.,Department of Psychology, San Diego State University, San Diego, California
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15
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Desai MJ, Gold RS, Jones CK, Din H, Dietz AC, Shliakhtsitsava K, Martinez ME, Vaida F, Su HCI. Mental Health Outcomes in Adolescent and Young Adult Female Cancer Survivors of a Sexual Minority. J Adolesc Young Adult Oncol 2020; 10:148-155. [PMID: 32730111 DOI: 10.1089/jayao.2020.0082] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
Purpose: Sexual minority (SM) individuals experience higher rates of anxiety and depression. Previous research on mental health disparities for SM cancer survivors has largely focused on adult survivors; however, studies are limited in the adolescent and young adult (AYA) population. This study's objective is to compare depression and anxiety symptoms between AYA, female cancer survivors who identify as an SM and those who identify as heterosexual. Methods: A cross-sectional analysis of 1025 AYA survivors aged 18-40 years (2015-2017) was performed. Patients self-reported SM identification and depression and anxiety symptoms, as measured by the Patient Health Questionnaire (PHQ8) and Generalized Anxiety Disorder Scale (GAD7), respectively. Multivariable logistic regression tested associations between SM identification and depression and anxiety. Results: Sixty-four participants (6%) identified as an SM. In adjusted analyses, SM participants had 1.88 higher odds of anxiety (odds ratio [OR] 1.88, confidence interval [95% CI] 1.05-3.35, p = 0.033) compared with heterosexual participants. SM participants did not have significantly higher odds of depression (OR 1.36, CI 0.75-2.47, p = 0.31). More social support was significantly associated with lower odds of depression (OR 0.91, CI 0.89-0.93, p < 0.001) and anxiety (OR 0.93, CI 0.91-0.94, p < 0.001). Conclusions: AYA cancer survivors identifying as an SM had nearly twice the odds of anxiety, with social support that is protective for both anxiety and depression. While mental health screening is recommended throughout the cancer care continuum, these data support the need for reliable screening, clinician awareness of increased vulnerability in the AYA, SM survivor population, and clinician training on culturally competent care and generation of evidence-based interventions.
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Affiliation(s)
- Milli J Desai
- School of Medicine, University of California, San Diego, La Jolla, California, USA
| | - Rebecca S Gold
- School of Medicine, University of California, San Diego, La Jolla, California, USA
| | - Chelsea K Jones
- School of Medicine, University of California, San Diego, La Jolla, California, USA
| | - Hena Din
- Department of Health Behavior, San Diego State University/University of California, San Diego, La Jolla, California, USA
| | - Andrew C Dietz
- Moores Cancer Center, University of California, San Diego, La Jolla, California, USA
| | - Ksenya Shliakhtsitsava
- Department of Pediatric Hematology/Oncology, University of Texas Southwestern, Dallas, Texas, USA
| | - Maria Elena Martinez
- Department of Family Medicine and Public Health and Moores Cancer Center, University of California San Diego, La Jolla, California, USA
| | - Florin Vaida
- Department of Family Medicine and Public Health, University of California, San Diego, La Jolla, California, USA
| | - Hui-Chun Irene Su
- Department of Obstetrics, Gynecology, & Reproductive Science and Moores Cancer Center, University of California, San Diego, La Jolla, California, USA
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16
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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.
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17
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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: 13] [Impact Index Per Article: 3.3] [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.
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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
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18
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Patterns of Postdiagnosis Depression Among Late-Stage Cancer Patients: Do Racial/Ethnic and Sex Disparities Exist? Am J Clin Oncol 2020; 42:675-681. [PMID: 31305288 DOI: 10.1097/coc.0000000000000569] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
OBJECTIVES The incidence of depression after a late-stage cancer diagnosis is poorly understood and has not been the subject of intense investigation. We used population-based data to examine trends in postdiagnosis depression incidence among racial/ethnic and sexual groups. METHODS We identified 123,066 patients diagnosed with late-stage breast, prostate, lung, or colorectal cancer from 2001 to 2013 in the Surveillance Epidemiology and End Results Medicare-linked database. The primary outcome was the incidence of postdiagnosis depression after a late-stage cancer diagnosis. Trend analysis was performed using the Cochran-Armitage test. Stratified incidence rates were calculated for the racial/ethnic and sexual groups. RESULTS The incidence of depression after cancer diagnosis increased from 15.3% in 2001 to 24.1% in 2013, P trend<0.0001. About 50% of depression was reported in the first 3 months of stage IV cancer diagnosis. A total of 19,775 (20.0%) non-Hispanic whites, 1937 (15.9%) non-Hispanic blacks, and 657 (12.7%) Hispanics were diagnosed with depression during a mean follow-up of 2.7 months (interquartile range: 0.9 to 10.2 mo). The incidence of depression is significantly higher among females than males, 22.7% versus 16.3%, P<0.0001. In the multivariable logistic regression, non-Hispanic whites and females were still independent predictors of higher risk of postdiagnosis depression. CONCLUSIONS There are significant differences in the incidence of postdiagnosis depression among racial/ethnic and sexual groups in the United States. The consideration of racial/ethnic in depression prevention and diagnosis among cancer patients should be discussed as a matter of importance to ensure that there is no diagnosis bias among non-Hispanic blacks and Hispanics.
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19
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Carli V, Wasserman D, Hadlaczky G, Petros NG, Carletto S, Citi L, Dinis S, Gentili C, Gonzalez-Martinez S, Aldo De Leonibus, Meyer B, Ostacoli L, Ottaviano M, Ouakinin S, Paradiso R, Poli R, Rocha I, Settanta C, Waldmeyer MTA, Valenza G, Scilingo EP. A protocol for a multicentre, parallel-group, pragmatic randomised controlled trial to evaluate the NEVERMIND system in preventing and treating depression in patients with severe somatic conditions. BMC Psychiatry 2020; 20:93. [PMID: 32122315 PMCID: PMC7053064 DOI: 10.1186/s12888-020-02494-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/03/2018] [Accepted: 02/11/2020] [Indexed: 02/20/2023] Open
Abstract
BACKGROUND Depressive symptoms are common in individuals suffering from severe somatic conditions. There is a lack of interventions and evidence-based interventions aiming to reduce depressive symptoms in patients with severe somatic conditions. The aim of the NEVERMIND project is to address these issues and provide evidence by testing the NEVERMIND system, designed to reduce and prevent depressive symptoms in comparison to treatment as usual. METHODS The NEVERMIND study is a parallel-groups, pragmatic randomised controlled trial to assess the effectiveness of the NEVERMIND system in reducing depressive symptoms among individuals with severe somatic conditions. The NEVERMIND system comprises a smart shirt and a user interface, in the form of a mobile application. The system is a real-time decision support system, aiming to predict the severity and onset of depressive symptoms by modelling the well-being condition of patients based on physiological data, body movement, and the recurrence of social interactions. The study includes 330 patients who have a diagnosis of myocardial infarction, breast cancer, prostate cancer, kidney failure, or lower limb amputation. Participants are randomised in blocks of ten to either the NEVERMIND intervention or treatment as usual as the control group. Clinical interviews and structured questionnaires are administered at baseline, at 12 weeks, and 24 weeks to assess whether the NEVERMIND system is superior to treatment as usual. The endpoint of primary interest is Beck Depression Inventory II (BDI-II) at 12 weeks defined as (i) the severity of depressive symptoms as measured by the BDI-II. Secondary outcomes include prevention of the onset of depressive symptoms, changes in quality of life, perceived stigma, and self-efficacy. DISCUSSION There is a lack of evidence-based interventions aiming to reduce and prevent depressive symptoms in patients with severe somatic conditions. If the NEVERMIND system is effective, it will provide healthcare systems with a novel and innovative method to attend to depressive symptoms in patients with severe somatic conditions. TRIAL REGISTRATION DRKS00013391. Registered 23 November 2017.
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Affiliation(s)
- Vladimir Carli
- National Centre for Suicide Research and Prevention of Mental Ill-Health, Karolinska Institutet, Stockholm, Sweden.
| | - Danuta Wasserman
- grid.4714.60000 0004 1937 0626National Centre for Suicide Research and Prevention of Mental Ill-Health, Karolinska Institutet, Stockholm, Sweden
| | - Gergö Hadlaczky
- grid.4714.60000 0004 1937 0626National Centre for Suicide Research and Prevention of Mental Ill-Health, Karolinska Institutet, Stockholm, Sweden
| | - Nuhamin Gebrewold Petros
- grid.4714.60000 0004 1937 0626National Centre for Suicide Research and Prevention of Mental Ill-Health, Karolinska Institutet, Stockholm, Sweden
| | - Sara Carletto
- grid.7605.40000 0001 2336 6580Department of Neuroscience “Rita Levi Montalcini”, Università degli Studi di Torino, Turin, Italy
| | - Luca Citi
- grid.8356.80000 0001 0942 6946School of Computer Science and Electronic Engineering, University of Essex, Colchester, UK
| | - Sergio Dinis
- grid.9983.b0000 0001 2181 4263Faculdade de Medicina and CCUL, Universidade de Lisboa, Lisbon, Portugal
| | - Claudio Gentili
- grid.5608.b0000 0004 1757 3470General Psychology Department, Università degli Studi di Padova, Padua, Italy
| | - Sergio Gonzalez-Martinez
- grid.5690.a0000 0001 2151 2978Life Supporting Technologies, Universidad Politécnica de Madrid, Madrid, Spain
| | | | - Björn Meyer
- grid.487311.80000 0004 6003 7710GAIA AG, Hamburg, Germany
| | - Luca Ostacoli
- grid.7605.40000 0001 2336 6580Department of Clinical and Biological Sciences, Università degli studi di Torino, Turin, Italy
| | - Manuel Ottaviano
- grid.5690.a0000 0001 2151 2978Life Supporting Technologies, Universidad Politécnica de Madrid, Madrid, Spain
| | - Silvia Ouakinin
- grid.9983.b0000 0001 2181 4263Faculdade de Medicina, Universidade de Lisboa, Lisbon, Portugal
| | | | - Riccardo Poli
- grid.8356.80000 0001 0942 6946School of Computer Science and Electronic Engineering, University of Essex, Colchester, UK
| | - Isabel Rocha
- grid.9983.b0000 0001 2181 4263Faculdade de Medicina and CCUL, Universidade de Lisboa, Lisbon, Portugal
| | - Carmen Settanta
- grid.7605.40000 0001 2336 6580Department of Clinical and Biological Sciences, Università degli studi di Torino, Turin, Italy
| | | | - Gaetano Valenza
- grid.5395.a0000 0004 1757 3729Research Center “E.Piaggio” and Department of Information Engineering, School of Engineering, University of Pisa, Pisa, Italy
| | - Enzo Pasquale Scilingo
- grid.5395.a0000 0004 1757 3729Research Center “E.Piaggio” and Department of Information Engineering, School of Engineering, University of Pisa, Pisa, Italy
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Bickel KE, Kennedy R, Levy C, Burgio KL, Bailey FA. The Relationship of Post-traumatic Stress Disorder to End-of-life Care Received by Dying Veterans: a Secondary Data Analysis. J Gen Intern Med 2020; 35:505-513. [PMID: 31792872 PMCID: PMC7018872 DOI: 10.1007/s11606-019-05538-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/16/2019] [Revised: 08/06/2019] [Accepted: 10/18/2019] [Indexed: 11/26/2022]
Abstract
BACKGROUND Post-traumatic stress disorder (PTSD) can be exacerbated by subsequent trauma, but it is unclear if symptoms are worsened by impending death. PTSD symptoms, including hyperarousal, negative mood and thoughts, and traumatic re-experiencing, can impact end-of-life symptoms, including pain, mood, and poor sleep. Thus, increased symptoms may lead to increased end-of-life healthcare utilization. OBJECTIVES To determine if veterans with PTSD have increased end-of-life healthcare utilization or medication use and to examine predictors of medication administration. DESIGN Secondary analysis of a stepped-wedge design implementation trial to improve end-of-life care for Veterans Affairs (VA) inpatients. Outcome variables were collected via direct chart review. Analyses included hierarchical, generalized estimating equation models, clustered by medical center. SUBJECTS Veterans, inpatient at one of six VA facilities, dying between 2005 and 2011. MAIN MEASURES Emergency room (ER) visits, hospitalizations, and medication administration in the last 7 days of life. KEY RESULTS Of 5341 veterans, 468 (8.76%) had PTSD. Of those, 21.4% (100/468) had major depression and 36.5% (171/468) had anxiety. Veterans with PTSD were younger (mean age 65.4 PTSD, 70.5 no PTSD, p < 0.0001) and had more VA hospitalizations and ER visits in the last 12 months of life (admissions: PTSD 2.8, no PTSD 2.4, p < 0.0001; ER visits: 3.2 vs 2.5, p < 0.0001). PTSD was associated with antipsychotic administration (OR 1.52, 95% CI 1.06-2.18). Major depression (333/5341, 6.2%) was associated with opioid administration (OR 1.348, 95% CI 1.129-1.609) and benzodiazepines (OR 1.489, 95% CI 1.141-1.943). Anxiety disorders (778/5341, 14.6%) were only associated with benzodiazepines (OR 1.598, 95% CI 1.194-2.138). CONCLUSIONS PTSD's association with increased end-of-life healthcare utilization and increased antipsychotic administration in the final days of life suggests increased symptom burden and potential for terminal delirium in individuals with PTSD. Understanding the burden of psychiatric illness and potential risks for delirium may facilitate the end-of-life care for these patients. TRIAL REGISTRATION NCT00234286.
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Affiliation(s)
- Kathleen E Bickel
- University of Colorado School of Medicine, Rocky Mountain VA Medical Center, Mail Stop B180, Academic Office One, 12631 E 17th Ave, Room 8407, Aurora, CO, 80045-2527, USA.
- Rocky Mountain Veterans Affairs Medical Center, Aurora, USA.
| | - Richard Kennedy
- The University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Cari Levy
- University of Colorado School of Medicine, Rocky Mountain VA Medical Center, Mail Stop B180, Academic Office One, 12631 E 17th Ave, Room 8407, Aurora, CO, 80045-2527, USA
- Rocky Mountain Veterans Affairs Medical Center, Aurora, USA
| | - Kathryn L Burgio
- The University of Alabama at Birmingham, Birmingham, Alabama, USA
- Birmingham Veterans Affairs Medical Center, Birmingham, Alabama, USA
| | - F Amos Bailey
- University of Colorado School of Medicine, Rocky Mountain VA Medical Center, Mail Stop B180, Academic Office One, 12631 E 17th Ave, Room 8407, Aurora, CO, 80045-2527, USA
- Birmingham Veterans Affairs Medical Center, Birmingham, Alabama, USA
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21
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Clinical Usefulness of Bright White Light Therapy for Depressive Symptoms in Cancer Survivors: Results from a Series of Personalized (N-of-1) Trials. Healthcare (Basel) 2019; 8:healthcare8010010. [PMID: 31905890 PMCID: PMC7151038 DOI: 10.3390/healthcare8010010] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2019] [Revised: 12/20/2019] [Accepted: 12/24/2019] [Indexed: 01/06/2023] Open
Abstract
Purpose: Little is known about the effectiveness of bright white light therapy (BWL) for depressive symptoms in cancer survivors, many of whom prefer non-pharmacological treatments. The purpose of this study was to compare the effectiveness of BWL versus dim red light therapy (DRL) on depressive symptoms within individual cancer survivors using personalized (N-of-1) trials. Methods: Cancer survivors with at least mild depressive symptoms were randomized to one of two treatment sequences consisting of counterbalanced crossover comparisons of three-weeks of lightbox-delivered BWL (intervention) or DRL (sham) for 30 min each morning across 12 weeks. A smartphone application guided cancer survivors through the treatment sequence and facilitated data collection. Cancer survivors tracked end-of-day depressive symptoms (primary outcome) and fatigue using visual analog scales. Within-patient effects of BWL were assessed using an autoregressive model with adjustment for linear time trends. Results: Eight of nine cancer survivors completed the 12-week protocol. Two survivors reported significantly (i.e., p < 0.05) lower depressive symptoms (−1.3 ± 0.5 and −1.30 ± 0.9 points on a 10-point scale), five reported no difference in depressive symptoms, and one reported higher depressive symptoms (+1.7 ± 0.6 points) with BWL versus DRL. Eight of nine cancer survivors recommended personalized trials of BWL to others. Conclusions: There were heterogeneous effects of three-week BWL on self-reported depressive symptoms among cancer survivors, with some finding a benefit but others finding no benefit or even harm. Implications for Cancer Survivors: Personalized trials can help cancer survivors learn if BWL is helpful for improving their depressive symptoms.
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Davis-Ajami ML, Lu ZK, Wu J. Multiple chronic conditions and associated health care expenses in US adults with cancer: a 2010-2015 Medical Expenditure Panel Survey study. BMC Health Serv Res 2019; 19:981. [PMID: 31856797 PMCID: PMC6924021 DOI: 10.1186/s12913-019-4827-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2019] [Accepted: 12/10/2019] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Cancer increases the risk of developing one or more chronic conditions, yet little research describes the associations between health care costs, utilization patterns, and chronic conditions in adults with cancer. The objective of this study was to examine the treated prevalence of chronic conditions and the association between chronic conditions and health care expenses in US adults with cancer. METHODS This retrospective observational study used US Medical Expenditure Panel Survey (MEPS) Household Component (2010-2015) data sampling adults diagnosed with cancer and one or more of 18 select chronic conditions. The measures used were treated prevalence of chronic conditions, and total and chronic condition-specific health expenses (per-person, per-year). Generalized linear models assessed chronic condition-specific expenses in adults with cancer vs. without cancer and the association of chronic conditions on total health expenses in adults with cancer, respectively, by controlling for demographic and health characteristics. Accounting for the complex survey design in MEPS, all data analyses and statistical procedures applied longitudinal weights for national estimates. RESULTS Among 3657 eligible adults with cancer, 83.9% (n = 3040; representing 16 million US individuals per-year) had at least one chronic condition, and 29.7% reported four or more conditions. Among those with cancer, hypertension (59.7%), hyperlipidemia (53.6%), arthritis (25.6%), diabetes (22.2%), and coronary artery disease (18.2%) were the five most prevalent chronic conditions. Chronic conditions accounted for 30% of total health expenses. Total health expenses were $6388 higher for those with chronic conditions vs. those without (p < 0.001). Health expenses associated with chronic conditions increased by 34% in adults with cancer vs. those without cancer after adjustment. CONCLUSIONS In US adults with cancer, the treated prevalence of common chronic conditions was high and health expenses associated with chronic conditions were higher than those without cancer. A holistic treatment plan is needed to improve cost outcomes.
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Affiliation(s)
- Mary Lynn Davis-Ajami
- Department of Science of Nursing Care, Indiana University School of Nursing, 1033 East Third Street, Bloomington, IN, 47045, USA.
| | - Zhiqiang K Lu
- Department of Clinical Pharmacy and Outcomes Sciences, University of South Carolina College of Pharmacy, 715 Sumter St., Columbia, SC, 29208, USA
| | - Jun Wu
- Department of Pharmaceutical and Administrative Sciences, Presbyterian College School of Pharmacy, 307 N. Broad St., Clinton, SC, 29325, USA
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23
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Gordon JR, Baik SH, Schwartz KTG, Wells KJ. Comparing the Mental Health of Sexual Minority and Heterosexual Cancer Survivors: A Systematic Review. LGBT Health 2019; 6:271-288. [PMID: 31314662 DOI: 10.1089/lgbt.2018.0204] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Purpose: Sexual minority (SM) individuals are more likely to experience mental health concerns than heterosexual individuals. However, little is known to date about the psychological needs of SM cancer survivors. The objective of this systematic review was to identify whether SM cancer survivors experience disparate psychological outcomes compared with heterosexual cancer survivors. Methods: PubMed/MEDLINE, PsycINFO, CINAHL, Web of Science, and ProQuest databases were searched systematically to identify studies that compared mental health outcomes between SM and heterosexual survivors. A standardized data extraction form was used to extract data from eligible articles. The Joanna Briggs Institute Checklist for Analytical Cross Sectional Studies was used to assess study quality. Results: Twelve studies met the inclusion criteria and assessed distress, depression, anxiety, perceived stress, and mental and emotional quality of life (QOL). Most studies enrolled survivors diagnosed either with female breast cancer or with prostate cancer. Most studies reporting on mental health among women found no differences between SM and heterosexual survivors. Studies conducted among men found that SM survivors experienced higher distress, depression, and anxiety, and lower emotional/mental QOL than heterosexual survivors. Conclusion: The findings of the present synthesis suggest that mental health disparities may exist among SM men diagnosed with cancer, particularly prostate cancer. More research is required to identify mental health disparities among SM survivors diagnosed with other cancers, as well as predisposing and protective factors. In addition, mental health screening and interventions are needed for SM men after cancer diagnosis.
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Affiliation(s)
- Janna R Gordon
- San Diego State University/University of California, San Diego Joint Doctoral Program in Clinical Psychology, San Diego, California
| | - Sharon H Baik
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Karen T G Schwartz
- San Diego State University/University of California, San Diego Joint Doctoral Program in Clinical Psychology, San Diego, California
| | - Kristen J Wells
- San Diego State University/University of California, San Diego Joint Doctoral Program in Clinical Psychology, San Diego, California
- Department of Psychology, San Diego State University, San Diego, California
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24
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Gu D, Shen C. Cost-Related Medication Nonadherence and Cost-Reduction Strategies Among Elderly Cancer Survivors with Self-Reported Symptoms of Depression. Popul Health Manag 2019; 23:132-139. [PMID: 31287770 DOI: 10.1089/pop.2019.0035] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
How depression affects the medication cost burden for elderly cancer survivors has not been well studied. This study aims to investigate whether depression is associated with higher rates of cost-related medication nonadherence, and cost-reduction strategies among the elderly cancer survivors. Self-reports from survey files of the 2015 Medicare Current Beneficiary Survey-Medicare database were used to identify elderly cancer patients aged 65 years and older with and without depression. The 2 outcomes were cost-related nonadherence (CRN) and adoption of cost-reduction strategies. Bivariate analysis was used to describe the sample. Multivariable logistic regression was performed to examine the impact of depression on CRN and the use of cost-reduction strategies, after controlling for all other covariates. Among the 3765 elderly cancer survivors identified, 523 (14%) reported depression. In the group with depression, 26% reported CRN compared with 12% of the group without depression; 71% of individuals with depression reported having cost-reduction strategies while 65% of individuals with no depression reported such activity. In adjusted analyses, individuals with depression were significantly more likely to report CRN (adjusted odds ratio, 1.84; 95% confidence interval 1.33-2.54) and cost-reduction strategies (adjusted odds ratio, 1.37; 95% confidence interval, 1.07-1.76). Depression was associated with higher probabilities of both CRN and the adoption of cost-reduction strategies, indicating that depression can exacerbate the medication cost burden for elderly cancer survivors. It is important to detect and manage depression in elderly cancer survivors to reduce CRN and cost-reduction strategies.
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Affiliation(s)
- Dian Gu
- Department of Health Services Research, The University of Texas MD Anderson Cancer Center, Houston, Texas.,Division of Management, Policy and Community Health, University of Texas School of Public Health, Houston, Texas
| | - Chan Shen
- Department of Health Services Research, The University of Texas MD Anderson Cancer Center, Houston, Texas
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25
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The impact of wealth and income on the depression of older adults across European welfare regimes. AGEING & SOCIETY 2019. [DOI: 10.1017/s0144686x19000679] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
AbstractThis paper examines the impact of wealth and income on the likelihood of depression among persons aged 50 or higher in four European regions characterised by differences in the standards of living and welfare systems. To address possible effects, data from Wave 6 of the Survey of Health, Ageing and Retirement in Europe (SHARE) have been used. Based on a sample of 60,864 persons resident in 16 European countries and a binary indicator of depression, probit and instrumental variable probit models were employed, the latter of which deal with issues of endogeneity and omitted variable bias. The findings show differences in the prevalence of depression across Europe, favouring the more affluent North/Western countries. Further, there is a difference in the role and the magnitude of the effect of income and wealth across different regions. First, though both measures exhibit a measurable effect, their impact is greater in the poorer Central/Eastern and Southern regions; this divide is more pronounced for wealth. Second, income seems to have a stronger effect compared to wealth in all instances: hence, it would seem that liquidity is more important among Europeans aged 50 or higher than assets. Nevertheless, neither income nor wealth are important among persons aged 65 or higher in Nordic countries which may be partly attributable to a more equitable welfare system.
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26
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Ahomäki R, Kero A, Koivisto M, Madanat-Harjuoja L, Malila N, Lähteenmäki PM. Purchases of antidepressants after cancer at a young age in Finland. Int J Cancer 2018; 144:1227-1233. [PMID: 30357818 DOI: 10.1002/ijc.31942] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2018] [Revised: 09/05/2018] [Accepted: 10/04/2018] [Indexed: 12/16/2022]
Abstract
According to previous studies, childhood cancer survivors have an elevated risk for late mental health effects. However, only few studies exist on young adulthood (YA) cancer survivors' mental health outcomes. In our study, we examined first time antidepressant (AD) medication purchases of childhood and YA cancer patients compared to siblings. The first time AD medication purchases of 7,093 cancer patients aged 0-34 years at diagnosis and a sibling cohort (N = 26,882) were retrieved from the Social Insurance Institution of Finland (Kela) since 1.1.1993. Cancer patients diagnosed between 1.1.1994 and 31.12.2004 were identified from the Finnish Cancer Registry and sibling controls via the Population Registry Centre. Statistical analyses were performed via the Cox regression model, and the hazard ratios (HR) were adjusted for age and gender. Increased hazard ratios for AD purchases were found in the younger (0-19 years at cancer diagnosis) [HR 5.2, 95%CI (3.7-7.2)] and older (age 20-34 years at cancer diagnosis) [HR 4.5, 95%CI (3.9-5.2)] cancer patient groups compared to siblings. The gender effect was similar in patients and controls, showing that females have higher risk for AD purchases than males. Males in the younger patient group had highest HR (5.6) for AD purchases compared to siblings. Patients with sarcoma or CNS tumor in the younger age group and leukemia or CNS malignancy in the older age group had the highest risk for AD medication purchases. The frequency and risk for AD purchases has been increasing during recent decades in both cancer patient age groups compared to siblings. Thus, cancer patients' psychological support should be properly assessed already after primary treatment. Certain diagnostic groups as well as female patients may require more psychological support than others.
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Affiliation(s)
- Ritva Ahomäki
- Turku University Hospital, Department of Pediatrics and Adolescent Medicine, and Turku University, Turku, Finland
| | - Andreina Kero
- Turku University Hospital, Department of Pediatrics and Adolescent Medicine, and Turku University, Turku, Finland
| | - Mari Koivisto
- University of Turku, Department of Biostatistics, Turku, Finland
| | | | - Nea Malila
- Finnish Cancer Registry, Helsinki, Finland.,School of Health Sciences, University of Tampere, Tampere, Finland
| | - Päivi M Lähteenmäki
- Turku University Hospital, Department of Pediatrics and Adolescent Medicine, and Turku University, Turku, Finland
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27
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McDermott CL, Bansal A, Ramsey SD, Lyman GH, Sullivan SD. Depression and Health Care Utilization at End of Life Among Older Adults With Advanced Non-Small-Cell Lung Cancer. J Pain Symptom Manage 2018; 56:699-708.e1. [PMID: 30121375 PMCID: PMC6226016 DOI: 10.1016/j.jpainsymman.2018.08.004] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/17/2018] [Revised: 08/07/2018] [Accepted: 08/08/2018] [Indexed: 02/08/2023]
Abstract
CONTEXT Limited data exist regarding how depression diagnosed at different times relative to a cancer diagnosis may affect healthcare utilization at end of life (EOL). OBJECTIVES To assess the relationship between depression and health care utilization at EOL among older adults (ages >=67) diagnosed with advanced non-small cell lung cancer (NSCLC) from 2009 to 2011. METHODS Using the SEER-Medicare database, we fit multivariable logistic regression models to explore the association of depression with duration of hospice stay plus high-intensity care, for example inpatient admissions, in-hospital death, emergency department visits, and chemotherapy at EOL. We used a regression model to evaluate hospice enrollment, accounting for the competing risk of death. RESULTS Among 13,827 subjects, pre-cancer depression was associated with hospice enrollment (sub-hazard ratio 1.19, 95% confidence interval [CI] 1.11-1.28), 90 + hospice days (adjusted odds ratio [aOR] 1.29, 95% CI 1.06-1.58), and lower odds of most utilization; we found no association with EOL chemotherapy. Diagnosis-time depression was associated with hospice enrollment (SHR 1.16, 95% CI 1.05-1.29) but not high-intensity utilization. Post-diagnosis depression was associated with lower hospice enrollment (SHR 0.80, 95% CI 0.74-0.85) and higher odds of ICU admission (aOR 1.18, 95% CI 1.01-1.37). CONCLUSION EOL healthcare utilization varied by timing of depression diagnosis. Those with pre-cancer depression had lower odds of high-intensity healthcare, were more likely to utilize hospice, and have longer hospice stays. Regular depression screening and treatment may help patients optimize decision-making for EOL care. Additionally, hospice providers may need additional resources to attend to mental health needs in this population.
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Affiliation(s)
- Cara L McDermott
- Cambia Palliative Care Center of Excellence Department of Medicine, University of Washington, Seattle, Washington, USA; Hutchinson Institute for Cancer Outcomes Research Fred Hutchinson Cancer Research Center, Seattle, Washington, USA.
| | - Aasthaa Bansal
- Hutchinson Institute for Cancer Outcomes Research Fred Hutchinson Cancer Research Center, Seattle, Washington, USA; Department of Pharmacy University of Washington, Seattle, Washington, USA
| | - Scott D Ramsey
- Hutchinson Institute for Cancer Outcomes Research Fred Hutchinson Cancer Research Center, Seattle, Washington, USA; Department of Pharmacy University of Washington, Seattle, Washington, USA
| | - Gary H Lyman
- Hutchinson Institute for Cancer Outcomes Research Fred Hutchinson Cancer Research Center, Seattle, Washington, USA; Department of Pharmacy University of Washington, Seattle, Washington, USA
| | - Sean D Sullivan
- Hutchinson Institute for Cancer Outcomes Research Fred Hutchinson Cancer Research Center, Seattle, Washington, USA; Department of Pharmacy University of Washington, Seattle, Washington, USA
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28
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Demographic Pattern and Hospitalization Outcomes of Depression among 2.1 Million Americans with Four Major Cancers in the United States. Med Sci (Basel) 2018; 6:medsci6040093. [PMID: 30355962 PMCID: PMC6313571 DOI: 10.3390/medsci6040093] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2018] [Revised: 10/16/2018] [Accepted: 10/22/2018] [Indexed: 11/16/2022] Open
Abstract
OBJECTIVE To compare the prevalence of depression in the four most common cancers in the US and evaluate differences in demographics and hospital outcomes. METHODS This was a cross-sectional study using the Nationwide Inpatient Sample (2010⁻2014). We selected patients who had received ICD-9 codes of breast, lung, prostate, and colorectal cancers and major depressive disorder (MDD). Pearson's chi-square test and independent sample t-test were used for categorical and continuous data, respectively. RESULTS MDD prevalence rate was highest in lung cancer (11.5%), followed by breast (10.3%), colorectal (8.1%), and prostate cancer (4.9%). Within colorectal and lung cancer groups, patients with MDD were significantly older (>80 years, p < 0.001) than non-MDD patients. Breast, lung, and colorectal cancer showed a higher proportion of female and Caucasian in the MDD group. Severe morbidity was seen in a greater proportion of the MDD group in all cancer types. The mean inpatient stay and cost were higher in the MDD compared to non-MDD group. CONCLUSION Particular attention should be given to elderly, female, and to lung cancer patients with depression. Further studies of each cancer type are needed to expand our understanding of the different risk factors for depression as a higher proportion of patients had severe morbidity.
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29
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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: 1.0] [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.
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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
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30
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Lehto RH, Miller SEL, Flanigan M, Wyatt G. Mental health in patients with advanced cancer at the end of life: evaluation of evidence and future directions. ACTA ACUST UNITED AC 2018. [DOI: 10.1080/23809000.2018.1483192] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Affiliation(s)
- Rebecca H Lehto
- Michigan State University College of Nursing, East Lansing, MI, USA
| | - Sara EL Miller
- University of Michigan School of Public Health, Ann Arbor, MI, USA
| | - Megan Flanigan
- Michigan State University College of Nursing, East Lansing, MI, USA
| | - Gwen Wyatt
- Michigan State University College of Nursing, East Lansing, MI, USA
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31
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McGrady ME, Peugh JL, Brown GA, Pai ALH. Spending on Hospital Care and Pediatric Psychology Service Use Among Adolescents and Young Adults With Cancer. J Pediatr Psychol 2018; 42:1065-1074. [PMID: 28339812 DOI: 10.1093/jpepsy/jsx001] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2016] [Accepted: 01/03/2017] [Indexed: 11/13/2022] Open
Abstract
Objective To examine the relationship between need-based pediatric psychology service use and spending on hospital care among adolescents and young adults (AYAs) with cancer. Methods Billing data were obtained from 48 AYAs with cancer receiving need-based pediatric psychology services and a comparison cohort of 48 AYAs with cancer not receiving services. A factorial analysis of covariance examined group differences in spending for hospital care. Pending significant findings, a multivariate analysis of covariance was planned to examine the relationship between need-based pediatric psychology service use and spending for inpatient admissions, emergency department (ED) visits, and outpatient visits. Results Spending for hospital care was higher among AYAs receiving need-based pediatric psychology services than in the comparison cohort (p < .001, ωPartial2 = .11). Group differences were driven by significantly higher spending for inpatient admissions and ED visits among AYAs receiving need-based pediatric psychology services. Conclusions The behavioral and psychosocial difficulties warranting need-based pediatric psychology services may predict higher health care spending.
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Affiliation(s)
- Meghan E McGrady
- Division of Behavioral Medicine and Clinical Psychology.,Patient and Family Wellness Center, Cancer and Blood Diseases Institute, Cincinnati Children's Hospital Medical Center
| | - James L Peugh
- Division of Behavioral Medicine and Clinical Psychology
| | - Gabriella A Brown
- Division of Behavioral Medicine and Clinical Psychology.,Patient and Family Wellness Center, Cancer and Blood Diseases Institute, Cincinnati Children's Hospital Medical Center
| | - Ahna L H Pai
- Division of Behavioral Medicine and Clinical Psychology.,Patient and Family Wellness Center, Cancer and Blood Diseases Institute, Cincinnati Children's Hospital Medical Center
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32
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Mausbach BT, Yeung P, Bos T, Irwin SA. Health care costs of depression in patients diagnosed with cancer. Psychooncology 2018; 27:1735-1741. [DOI: 10.1002/pon.4716] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2017] [Revised: 03/14/2018] [Accepted: 03/17/2018] [Indexed: 11/05/2022]
Affiliation(s)
- Brent T. Mausbach
- Department of Psychiatry; University of California San Diego; La Jolla CA USA
- Patient and Family Support Services, Moores Cancer Center; University of California San Diego; La Jolla CA USA
| | - Philip Yeung
- University of California San Diego Master of Advanced Studies (MAS) Program in Clinical Research; La Jolla CA USA
| | - Taylor Bos
- San Diego State University/University of California San Diego Joint Doctoral Program in Clinical Psychology; La Jolla CA USA
| | - Scott A. Irwin
- Department of Psychiatry and Samuel Oschin Comprehensive Cancer Institute's Supportive Care Services; Cedars-Sinai Health System; Los Angeles CA USA
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33
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Vyas A, Babcock Z, Kogut S. Impact of depression treatment on health-related quality of life among adults with cancer and depression: a population-level analysis. J Cancer Surviv 2017; 11:624-633. [PMID: 28799098 DOI: 10.1007/s11764-017-0635-y] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2017] [Accepted: 07/27/2017] [Indexed: 12/28/2022]
Abstract
PURPOSE Cancer diagnosis in adults is often accompanied by negative impacts, which increase the risk of depression thereby lowering health-related quality of life (HRQoL). We examined the association between depression treatment and HRQoL among US adults with cancer and depression. METHODS Patients age 18 and above, with self-reported cancer and depression diagnoses were identified from Medical Expenditure Panel Survey database for 2006-2013. Baseline depression treatment was categorized as antidepressants only, psychotherapy with or without antidepressant use, and no reported use of antidepressants or psychotherapy. HRQoL was measured using SF-12 physical component summary (PCS) and mental component summary (MCS) scores. Adjusted ordinary least squares regressions estimated the association between type of depression treatment and HRQoL. RESULTS Out of 450 (weighted per calendar year: 2.1 million) cancer adults included in the study, 51% received antidepressants only, while 16% received psychotherapy with or without antidepressants. In bivariate analyses, the mean MCS score was lowest among those who received psychotherapy with or without antidepressants compared to those receiving antidepressants only and those with no reported use of either modality, p < 0.05. In multivariate analyses, there was no significant difference in HRQoL by type of depression treatment. CONCLUSION Despite treatment for depression, HRQoL did not improve during the measurement timeframe. Quality of life is a priority health outcome in cancer treatment, yet our findings suggest that current clinical approaches to ameliorate depression in cancer patients appear to be suboptimal. IMPLICATIONS FOR CANCER SURVIVORS Adults with cancer and comorbid depression should receive appropriate depression care in order to improve their HRQoL.
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Affiliation(s)
- Ami Vyas
- Department of Pharmacy Practice, College of Pharmacy, University of Rhode Island, 7 Greenhouse Road, Kingston, RI, 02881, USA.
| | - Zachary Babcock
- Department of Pharmacy Practice, College of Pharmacy, University of Rhode Island, 7 Greenhouse Road, Kingston, RI, 02881, USA
| | - Stephen Kogut
- Department of Pharmacy Practice, College of Pharmacy, University of Rhode Island, 7 Greenhouse Road, Kingston, RI, 02881, USA
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34
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The financial impact and drivers of hospital charges in contralateral prophylactic mastectomy and reconstruction: a Nationwide Inpatient Sample hospital analysis. Breast Cancer Res Treat 2017. [PMID: 28634720 DOI: 10.1007/s10549-017-4315-4] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Abstract
PURPOSE Rates of contralateral prophylactic mastectomy (CPM) have increased over the last decade; it is important for surgeons and hospital systems to understand the economic drivers of increased costs in these patients. This study aims to identify factors affecting charges in those undergoing CPM and reconstruction. METHODS Analysis of the Healthcare Cost and Utilization Project National Inpatient Sample was undertaken (2009-2012), identifying women aged ≥18 with unilateral breast cancer undergoing unilateral mastectomy with CPM and immediate breast reconstruction (IBR) (CPM group), in addition to unilateral mastectomy and IBR alone (UM group). Generalized linear modeling with gamma regression and a log-link function provided mean marginal hospital charge (MMHC) estimates associated with the presence or absence of patient, hospital and operative characteristics, postoperative complications, and length of stay (LOS). RESULTS Overall, 70,695 women underwent mastectomy and reconstruction for unilateral breast cancer; 36,691 (51.9%) in the CPM group, incurring additional MMHCs of $20,775 compared to those in the UM group (p < 0.001). In the CPM group, MMHCs were reduced in those aged >60 years (p < 0.001), while African American or Hispanic origin increased MMHCs (p < 0.001). Diabetes, depression, and obesity increased MMHCs (p < 0.001). MMHCs increased with larger (p < 0.001) hospitals, Western location (p < 0.001), greater household income (p < 0.001), complications (p < 0.001), and increasing LOS (p < 0.001). MMHCs decreased in urban teaching hospitals and Midwest or Southern regions (p < 0.001). CONCLUSION There are many patient and hospital factors affecting charges; this study provides surgeons and hospital systems with transparent, quantitative charge data in patients undergoing contralateral prophylactic mastectomy and immediate breast reconstruction.
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35
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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: 0.4] [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.
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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
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Rim SH, Guy GP, Yabroff KR, McGraw KA, Ekwueme DU. The impact of chronic conditions on the economic burden of cancer survivorship: a systematic review. Expert Rev Pharmacoecon Outcomes Res 2016; 16:579-589. [PMID: 27649815 DOI: 10.1080/14737167.2016.1239533] [Citation(s) in RCA: 43] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
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.
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Affiliation(s)
- Sun Hee Rim
- a Division of Cancer Prevention and Control , National Center for Chronic Disease Prevention and Health Promotion, CDC , Atlanta , GA , USA
| | - Gery P Guy
- a Division of Cancer Prevention and Control , National Center for Chronic Disease Prevention and Health Promotion, CDC , Atlanta , GA , USA
| | - K Robin Yabroff
- b U.S. Department of Health and Human Services , Office of Health Policy, Assistant Secretary for Planning and Evaluation , Washington , DC , USA
| | - Kathleen A McGraw
- c Health Sciences Library , University of North Carolina at Chapel Hill , Chapel Hill , NC , USA
| | - Donatus U Ekwueme
- a Division of Cancer Prevention and Control , National Center for Chronic Disease Prevention and Health Promotion, CDC , Atlanta , GA , USA
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37
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Tan X, Feng X, Chang J, Higa G, Wang L, Leslie D. Oral antidiabetic drug use and associated health outcomes in cancer patients. J Clin Pharm Ther 2016; 41:524-31. [PMID: 27453485 DOI: 10.1111/jcpt.12430] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2016] [Accepted: 07/06/2016] [Indexed: 12/19/2022]
Affiliation(s)
- X. Tan
- School of Pharmacy; West Virginia University; Morgantown WV USA
| | - X. Feng
- School of Pharmacy; West Virginia University; Morgantown WV USA
| | - J. Chang
- School of Pharmacy; University of Texas; El Paso TX USA
| | - G. Higa
- School of Pharmacy; West Virginia University; Morgantown WV USA
| | - L. Wang
- Public Health Sciences; Penn State University College of Medicine; Hershey PA USA
| | - D. Leslie
- Public Health Sciences; Penn State University College of Medicine; Hershey PA USA
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