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2024 Alzheimer's disease facts and figures. Alzheimers Dement 2024; 20:3708-821. [PMID: 38689398 DOI: 10.1002/alz.13809] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/02/2024]
Abstract
This article describes the public health impact of Alzheimer's disease (AD), including prevalence and incidence, mortality and morbidity, use and costs of care and the ramifications of AD for family caregivers, the dementia workforce and society. The Special Report discusses the larger health care system for older adults with cognitive issues, focusing on the role of caregivers and non-physician health care professionals. An estimated 6.9 million Americans age 65 and older are living with Alzheimer's dementia today. This number could grow to 13.8 million by 2060, barring the development of medical breakthroughs to prevent or cure AD. Official AD death certificates recorded 119,399 deaths from AD in 2021. In 2020 and 2021, when COVID-19 entered the ranks of the top ten causes of death, Alzheimer's was the seventh-leading cause of death in the United States. Official counts for more recent years are still being compiled. Alzheimer's remains the fifth-leading cause of death among Americans age 65 and older. Between 2000 and 2021, deaths from stroke, heart disease and HIV decreased, whereas reported deaths from AD increased more than 140%. More than 11 million family members and other unpaid caregivers provided an estimated 18.4 billion hours of care to people with Alzheimer's or other dementias in 2023. These figures reflect a decline in the number of caregivers compared with a decade earlier, as well as an increase in the amount of care provided by each remaining caregiver. Unpaid dementia caregiving was valued at $346.6 billion in 2023. Its costs, however, extend to unpaid caregivers' increased risk for emotional distress and negative mental and physical health outcomes. Members of the paid health care and broader community-based workforce are involved in diagnosing, treating and caring for people with dementia. However, the United States faces growing shortages across different segments of the dementia care workforce due to a combination of factors, including the absolute increase in the number of people living with dementia. Therefore, targeted programs and care delivery models will be needed to attract, better train and effectively deploy health care and community-based workers to provide dementia care. Average per-person Medicare payments for services to beneficiaries age 65 and older with AD or other dementias are almost three times as great as payments for beneficiaries without these conditions, and Medicaid payments are more than 22 times as great. Total payments in 2024 for health care, long-term care and hospice services for people age 65 and older with dementia are estimated to be $360 billion. The Special Report investigates how caregivers of older adults with cognitive issues interact with the health care system and examines the role non-physician health care professionals play in facilitating clinical care and access to community-based services and supports. It includes surveys of caregivers and health care workers, focusing on their experiences, challenges, awareness and perceptions of dementia care navigation.
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Jacobs JC, Lo J, Van Houtven CH, Wagner TH. The impact of informal caregiving on U.S. Veterans Health Administration utilization and expenditures. Soc Sci Med 2024; 344:116625. [PMID: 38324974 DOI: 10.1016/j.socscimed.2024.116625] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2023] [Revised: 01/10/2024] [Accepted: 01/19/2024] [Indexed: 02/09/2024]
Abstract
Few studies have examined the effect of informal care receipt on health care utilization and expenditures while accounting for the potentially endogenous relationship between informal and formal care, and none have examined these relationships for U.S. Veterans. With rapidly increasing investments in caregiver supports over the past decade, including stipends for caregivers, the U.S. Department of Veterans Affairs (VA) needs to better understand the costs and benefits of informal care provision. Using a unique data linkage between the 1998-2010 Health and Retirement Study and VA administrative data (n = 2083 Veterans with 9511 person-wave observations), we applied instrumental variable techniques to understand the effect of care from an adult child on Veterans' two-year VA utilization and expenditures. We found that informal care decreased overall utilization by 53 percentage points (p < 0.001) and expenditures by $19,977 (p < 0.01). These reductions can be explained by informal care decreasing the probability of inpatient utilization by 17 percentage points (p < 0.001), outpatient utilization by 57 percentage points (p < 0.001), and institutional long-term care by 3 percentage points (p < 0.05). There were no changes in the probability of non-institutional long-term care use, though these expenditures decreased by $882 (p < 0.05). Expenditure decreases were greatest amongst medically complex patients. Our results indicate relative alignment between VA's stipend payments, which are based on replacement cost methods, and the monetary benefits derived through VA cost avoidances due to informal care. For health systems considering similar caregiver stipend payments, our findings suggest that the cost of these programs may be offset by informal care substituting for formal care, particularly for higher need patients.
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Affiliation(s)
- Josephine C Jacobs
- Health Economics Resource Center, VA Palo Alto Health Care System, Menlo Park CA, USA; Department of Health Policy, Stanford University School of Medicine, Stanford, CA, USA.
| | - Jeanie Lo
- Health Economics Resource Center, VA Palo Alto Health Care System, Menlo Park CA, USA
| | - Courtney H Van Houtven
- Durham Center of Innovation to Accelerate Discovery and Practice Transformation, Durham VA Medical Center, Durham, NC, USA; Department of Population Health Sciences, Duke University, Durham, NC, USA; Duke-Margolis Center for Health Policy, Duke University, Durham, NC, USA
| | - Todd H Wagner
- Health Economics Resource Center, VA Palo Alto Health Care System, Menlo Park CA, USA; Department of Surgery, Stanford University School of Medicine, Palo Alto, CA, USA
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Kamat S, Kogut S, Buchanan AL, Vyas A. Evaluation of the association between health insurance status and healthcare utilization and expenditures among adult cancer survivors in the United States. Res Social Adm Pharm 2023; 19:821-9. [PMID: 36842898 DOI: 10.1016/j.sapharm.2023.02.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2022] [Revised: 11/03/2022] [Accepted: 02/15/2023] [Indexed: 02/22/2023]
Abstract
BACKGROUND Health care expenditures for cancer care has increased significantly over the past decade and is further projected to rise. This study examined the associations between health insurance status and total direct health care expenditures and health care utilization among cancer survivors living in the United States. METHODS A cross-sectional study of cancer survivors aged ≥18 years, identified from the Medical Expenditures Panel Survey (MEPS) during 2017 using International Classification of Diseases, Tenth Revision codes specific for cancer. Health insurance was categorized into Private, Medicare, Medicaid, and uninsured. Multivariable ordinary least squares regression was used to examine the association between log expenditures and health insurance. Negative binomial regression with log link was used to obtain adjusted incident rate ratios (AIRR) for health care utilization. Survey weights were used to produce nationally representative estimates of the US population. RESULTS A total of 1140 (weighted = 13.9 million) cancer survivors were identified. Compared to the adjusted mean annual health care expenditures for the private group ($14,265; 95% confidence interval (CI): $12,645 to $16,092), the adjusted mean annual health care expenditures for the Medicare group were higher ($15,112; 95%CI: $13,361 to $17,092). As compared to the private group, the average annual expenditures for uninsured cancer survivors ($2315; 95%CI:1038 to $3501) was significantly lower and so was their health care utilization. Adjusted rates of ER visits for Medicaid were twice (AIRR:2.04; SE:0.28; p = 0.001) as compared to privately insured. CONCLUSIONS A difference in the average total direct expenditures between uninsured and privately insured patients was found. Uninsured had the lowest health care utilization while Medicaid reported significantly higher number of ER visits. Despite differences in program structures, health care expenditures across insurance types were similar. Lower utilization of health care services among uninsured suggests cost maybe a barrier to accessing care.
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Abstract
This article describes the public health impact of Alzheimer's disease, including prevalence and incidence, mortality and morbidity, use and costs of care, and the overall impact on family caregivers, the dementia workforce and society. The Special Report examines the patient journey from awareness of cognitive changes to potential treatment with drugs that change the underlying biology of Alzheimer's. An estimated 6.7 million Americans age 65 and older are living with Alzheimer's dementia today. This number could grow to 13.8 million by 2060 barring the development of medical breakthroughs to prevent, slow or cure AD. Official death certificates recorded 121,499 deaths from AD in 2019, and Alzheimer's disease was officially listed as the sixth-leading cause of death in the United States. In 2020 and 2021, when COVID-19 entered the ranks of the top ten causes of death, Alzheimer's was the seventh-leading cause of death. Alzheimer's remains the fifth-leading cause of death among Americans age 65 and older. Between 2000 and 2019, deaths from stroke, heart disease and HIV decreased, whereas reported deaths from AD increased more than 145%. This trajectory of deaths from AD was likely exacerbated by the COVID-19 pandemic in 2020 and 2021. More than 11 million family members and other unpaid caregivers provided an estimated 18 billion hours of care to people with Alzheimer's or other dementias in 2022. These figures reflect a decline in the number of caregivers compared with a decade earlier, as well as an increase in the amount of care provided by each remaining caregiver. Unpaid dementia caregiving was valued at $339.5 billion in 2022. Its costs, however, extend to family caregivers' increased risk for emotional distress and negative mental and physical health outcomes - costs that have been aggravated by COVID-19. Members of the paid health care workforce are involved in diagnosing, treating and caring for people with dementia. In recent years, however, a shortage of such workers has developed in the United States. This shortage - brought about, in part, by COVID-19 - has occurred at a time when more members of the dementia care workforce are needed. Therefore, programs will be needed to attract workers and better train health care teams. Average per-person Medicare payments for services to beneficiaries age 65 and older with AD or other dementias are almost three times as great as payments for beneficiaries without these conditions, and Medicaid payments are more than 22 times as great. Total payments in 2023 for health care, long-term care and hospice services for people age 65 and older with dementia are estimated to be $345 billion. The Special Report examines whether there will be sufficient numbers of physician specialists to provide Alzheimer's care and treatment now that two drugs are available that change the underlying biology of Alzheimer's disease.
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Breyer F, Lorenz N, Pruckner GJ, Schober T. Looking into the black box of "Medical Innovation": rising health expenditures by illness type. Eur J Health Econ 2022; 23:1601-1612. [PMID: 35298739 PMCID: PMC9666302 DOI: 10.1007/s10198-022-01447-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Accepted: 02/11/2022] [Indexed: 05/25/2023]
Abstract
There is agreement among health economists that on the whole medical innovation causes health care expenditures (HCE) to rise. This paper analyzes for which diagnoses HCE per patient have grown significantly faster than average HCE. We distinguish decedents (patients in their last 4 years of life) from survivors and use a unique dataset comprising detailed HCE of all members of a regional health insurance fund in Upper Austria for the period 2005-2018. Our results indicate that among decedents in particular, the expenditures for treatment of neoplasms have exceeded the general trend in HCE. This confirms that medical innovation for this group of diseases has been particularly strong over the last 15 years. For survivors, we find a noticeable growth in cases and cost per case for pregnancies and childbirth, and also for treatment of mental and behavioral disorders. We discuss whether these findings contradict the widespread interpretation of cost-increasing innovations as "medical progress" and offer some policy recommendations.
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Affiliation(s)
- Friedrich Breyer
- Department of Economics, University of Konstanz, P.O. Box 135, 78457, Konstanz, Germany.
| | | | - Gerald J Pruckner
- Johannes Kepler University of Linz, Linz, Austria
- Christian Doppler Laboratory for Aging, Health, and the Labor Market, Linz, Austria
| | - Thomas Schober
- Johannes Kepler University of Linz, Linz, Austria
- Christian Doppler Laboratory for Aging, Health, and the Labor Market, Linz, Austria
- Auckland University of Technology, Auckland, New Zealand
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Rogers S, Garg A, Tripodis Y, Brochier A, Messmer E, Gordon Wexler M, Peltz A. Supplemental Nutrition Assistance Program participation and health care expenditures in children. BMC Pediatr 2022; 22:155. [PMID: 35331170 PMCID: PMC8943108 DOI: 10.1186/s12887-022-03188-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Accepted: 03/02/2022] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND The Supplemental Nutrition Assistance Program (SNAP) has well-established positive impacts on child health outcomes, including increased birth weight and decreased likelihood of underweight status. Studies in adult populations suggest that SNAP is associated with lower health care costs, although less is known in children. METHODS Retrospective analysis of U.S. children (age <18 years) living in low-income households (< 200% of the federal poverty level) in the 2013-2017 Medical Expenditure Panel Survey. We used multivariable regression, adjusting for sociodemographic and clinical covariates, to model the effect of continuous SNAP enrollment on health expenditures as compared to non-enrollees at 12 and 24 months. RESULTS The sample included 5,626 children, of whom 49.2% consistently received SNAP for the entire two-year survey period. Compared with SNAP non-recipients, SNAP-recipient households more often had incomes below 100% FPL (78.3% vs 37.9%), and children in SNAP-recipient households were more often publicly insured (94.9% vs 64.5%). Unadjusted expenditures were lower for children in SNAP-recipient households at 12 ($1222 vs $1603) and 24 months ($2447 vs $3009). However, when adjusting for sociodemographic and clinical differences, no statistically significant differences in health care expenditures, including emergency department, inpatient, outpatient, and prescription costs, were identified. CONCLUSION SNAP participant children experience heightened social hardships across multiple domains. There were no differences in short term health care costs based on SNAP enrollment when accounting for differences in sociodemographic and clinical factors. Despite demonstrated child health benefits, we found that sustained enrollment in SNAP over a two-year period did not generate significant short- term health care cost reductions. Our findings suggest that although SNAP is intended to act as a benefit towards the health and well-being of its recipients, unlike among adults, it may not reduce health care costs among children.
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Affiliation(s)
- Stephen Rogers
- Department of Pediatrics, Boston University School of Medicine, Boston Medical Center, 801 Albany St 2nd Floor, Boston, MA, 02119, USA. .,Present address is Children's Hospital of Philadelphia, 3401 Civic Center Boulevard, Philadelphia, PA, 19104, USA.
| | - Arvin Garg
- grid.168645.80000 0001 0742 0364Department of Pediatrics, University of Massachusetts Medical School, 55 Lake Avenue North, Worcester, MA 01655 USA
| | - Yorghos Tripodis
- grid.189504.10000 0004 1936 7558Department of Biostatistics, Boston University School of Public Health, Crosstown Center, 801 Massachusetts Ave, Boston, MA 02118 USA
| | - Annelise Brochier
- grid.239424.a0000 0001 2183 6745Department of Pediatrics, Boston Medical Center, 801 Albany St 2nd Floor, Boston, MA 02119 USA
| | - Emily Messmer
- grid.239424.a0000 0001 2183 6745Department of Pediatrics, Boston Medical Center, 801 Albany St 2nd Floor, Boston, MA 02119 USA
| | - Mikayla Gordon Wexler
- grid.239424.a0000 0001 2183 6745Department of Pediatrics, Boston Medical Center, 801 Albany St 2nd Floor, Boston, MA 02119 USA
| | - Alon Peltz
- grid.67104.340000 0004 0415 0102Department of Population Medicine, Harvard Medical School, Harvard Pilgrim Health Care Institute, 401 Park Drive, Suite 401 East, Boston, MA USA
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Abstract
This article describes the public health impact of Alzheimer's disease (AD), including incidence and prevalence, mortality and morbidity, use and costs of care, and the overall impact on family caregivers, the dementia workforce and society. The Special Report discusses consumers' and primary care physicians' perspectives on awareness, diagnosis and treatment of mild cognitive impairment (MCI), including MCI due to Alzheimer's disease. An estimated 6.5 million Americans age 65 and older are living with Alzheimer's dementia today. This number could grow to 13.8 million by 2060 barring the development of medical breakthroughs to prevent, slow or cure AD. Official death certificates recorded 121,499 deaths from AD in 2019, the latest year for which data are available. Alzheimer's disease was officially listed as the sixth-leading cause of death in the United States in 2019 and the seventh-leading cause of death in 2020 and 2021, when COVID-19 entered the ranks of the top ten causes of death. Alzheimer's remains the fifth-leading cause of death among Americans age 65 and older. Between 2000 and 2019, deaths from stroke, heart disease and HIV decreased, whereas reported deaths from AD increased more than 145%. More than 11 million family members and other unpaid caregivers provided an estimated 16 billion hours of care to people with Alzheimer's or other dementias in 2021. These figures reflect a decline in the number of caregivers compared with a decade earlier, as well as an increase in the amount of care provided by each remaining caregiver. Unpaid dementia caregiving was valued at $271.6 billion in 2021. Its costs, however, extend to family caregivers' increased risk for emotional distress and negative mental and physical health outcomes - costs that have been aggravated by COVID-19. Members of the dementia care workforce have also been affected by COVID-19. As essential care workers, some have opted to change jobs to protect their own health and the health of their families. However, this occurs at a time when more members of the dementia care workforce are needed. Average per-person Medicare payments for services to beneficiaries age 65 and older with AD or other dementias are almost three times as great as payments for beneficiaries without these conditions, and Medicaid payments are more than 22 times as great. Total payments in 2022 for health care, long-term care and hospice services for people age 65 and older with dementia are estimated to be $321 billion. A recent survey commissioned by the Alzheimer's Association revealed several barriers to consumers' understanding of MCI. The survey showed low awareness of MCI among Americans, a reluctance among Americans to see their doctor after noticing MCI symptoms, and persistent challenges for primary care physicians in diagnosing MCI. Survey results indicate the need to improve MCI awareness and diagnosis, especially in underserved communities, and to encourage greater participation in MCI-related clinical trials.
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Schwarzkopf L, Dorscht L, Kraus L, Luttenberger K. Is bouldering-psychotherapy a cost-effective way to treat depression when compared to group cognitive behavioral therapy - results from a randomized controlled trial. BMC Health Serv Res 2021; 21:1162. [PMID: 34702280 PMCID: PMC8549311 DOI: 10.1186/s12913-021-07153-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Accepted: 08/27/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Bouldering-Psychotherapy (BPT) has proven to effectively reduce depressive symptoms, but evidence on its cost-effectiveness is lacking. Corresponding information is paramount to support health policy decision making on a potential implementation of BPT in routine care. METHODS Using data from the German KuS trial BPT was compared with group Cognitive Behavioral Therapy (CBT). Severity of depression symptoms at end of the intervention was operationalized via Montgomery-Asberg Depression Rating Scale (MADRS) and Patient Health Questionnaire (PHQ-9). Adopting a societal perspective, direct medical costs and productivity loss were calculated based on standardized unit costs. To determine incremental cost-effectiveness ratios (ICER) and cost-effectiveness-acceptance curves (CEAC), adjusted mean differences (AMD) in costs (gamma-distributed model) and both effect parameters (Gaussian-distributed model) were obtained from 1000 simultaneous bootstrap replications. RESULTS BPT was related to improved effects (AMDs: MADRS -2.58; PHQ-9: - 1.35) at higher costs (AMD: +€ 754). No AMD was significant. ICERs amounted to €288 per MADRS-point and €550 per PHQ-9-point. For both effect parameters about 20% of bootstrap replications indicated dominance of BPT, and about 75% larger effects at higher costs. At hypothetical willingness to pay (WTP) thresholds of €241 (MADRS) and €615 (PHQ-9) per unit of change BPT had a 50% probability of being cost-effective. CONCLUSION BPT is a promising alternate treatment strategy which - in absence of established WTP thresholds for improving symptoms of depression - cannot unambiguously be claimed cost-effective. Further studies defining subgroups that particularly benefit from BPT appear paramount to delineate recommendations for an efficient prospective roll-out to routine care.
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Affiliation(s)
- Larissa Schwarzkopf
- IFT Institut für Therapieforschung, Leopoldstrasse 175, 80804, Munich, Germany. .,Institute of Health Economics and Health Care Management, Helmholtz Zentrum München GmbH, German Research Center for Environmental Health, Ingolstaedter Landstrasse 1, 85764, Neuherberg, Germany.
| | - Lisa Dorscht
- Center for Health Services Research in Medicine, Department of Psychiatry and Psychotherapy, University Hospital Erlangen, Friedrich-Alexander University Erlangen-Nürnberg (FAU), Schwabachanlage 6, 91054, Erlangen, Germany
| | - Ludwig Kraus
- IFT Institut für Therapieforschung, Leopoldstrasse 175, 80804, Munich, Germany.,Department of Public Health Sciences, Centre for Social Research on Alcohol and Drugs, Stockholm University, 10691, Stockholm, Sweden.,Institute of Psychology, ELTE Eötvös Loránd University, Kazinczy utca 23-27, 1075, Budapest, Hungary
| | - Katharina Luttenberger
- Center for Health Services Research in Medicine, Department of Psychiatry and Psychotherapy, University Hospital Erlangen, Friedrich-Alexander University Erlangen-Nürnberg (FAU), Schwabachanlage 6, 91054, Erlangen, Germany
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Byaro M. Commentary: on the effects of health expenditure on infant mortality in sub-Saharan Africa: evidence from panel data analysis. Health Econ Rev 2021; 11:11. [PMID: 33772666 PMCID: PMC8004418 DOI: 10.1186/s13561-021-00310-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/24/2020] [Accepted: 03/16/2021] [Indexed: 06/12/2023]
Abstract
BACKGROUND This commentary assesses critically the published article in the Health Economics Review. 2020; 10 (1), 1-9. It explains the effects of health expenditure on infant mortality in sub-Saharan Africa using a panel data analysis (i.e. random effects) over the year 2000-2015 extracted from the World Bank Development Indicators. The paper is well written and deserve careful attention. MAIN TEXT The main reasons for inaccurate estimates observed in this paper are due to endogeneity issue with random effects panel estimators. It occurs when two or more variables simultaneously affect/cause each other. In this paper, the presence of endogeneity bias (i.e. education, health, health care expenditures and real GDP per capita variables) and its omitted variable bias leads to inaccurate estimates and conclusion. Random effects model require strict exogeneity of regressors. Moreover, frequentist/classic estimation (i.e. random effects) relies on sampling size and likelihood of the data in a specified model without considering other kinds of uncertainty. CONCLUSION This comment argues future studies on health expenditures versus health outcomes (i.e. infant, under-five and neonates mortality) to use either dynamic panel (i.e. system Generalized Method of Moments, GMM) to control endogeneity issues among health (infant or neonates mortality), GDP per capita, education and health expenditures variables or adopting Bayesian framework to adjust uncertainty (i.e. confounding, measurement errors and endogeneity of variables) within a range of probability distribution.
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Affiliation(s)
- Mwoya Byaro
- IRDP, Research and Publication Unit, Mwanza, Tanzania.
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Abstract
This article describes the public health impact of Alzheimer's disease (AD), including incidence and prevalence, mortality and morbidity, use and costs of care, and the overall impact on caregivers and society. The Special Report discusses the challenges of providing equitable health care for people with dementia in the United States. An estimated 6.2 million Americans age 65 and older are living with Alzheimer's dementia today. This number could grow to 13.8 million by 2060 barring the development of medical breakthroughs to prevent, slow or cure AD. Official death certificates recorded 121,499 deaths from AD in 2019, the latest year for which data are available, making Alzheimer's the sixth-leading cause of death in the United States and the fifth-leading cause of death among Americans age 65 and older. Between 2000 and 2019, deaths from stroke, heart disease and HIV decreased, whereas reported deaths from AD increased more than 145%. This trajectory of deaths from AD was likely exacerbated in 2020 by the COVID-19 pandemic. More than 11 million family members and other unpaid caregivers provided an estimated 15.3 billion hours of care to people with Alzheimer's or other dementias in 2020. These figures reflect a decline in the number of caregivers compared with a decade earlier, as well as an increase in the amount of care provided by each remaining caregiver. Unpaid dementia caregiving was valued at $256.7 billion in 2020. Its costs, however, extend to family caregivers' increased risk for emotional distress and negative mental and physical health outcomes - costs that have been aggravated by COVID-19. Average per-person Medicare payments for services to beneficiaries age 65 and older with AD or other dementias are more than three times as great as payments for beneficiaries without these conditions, and Medicaid payments are more than 23 times as great. Total payments in 2021 for health care, long-term care and hospice services for people age 65 and older with dementia are estimated to be $355 billion. Despite years of efforts to make health care more equitable in the United States, racial and ethnic disparities remain - both in terms of health disparities, which involve differences in the burden of illness, and health care disparities, which involve differences in the ability to use health care services. Blacks, Hispanics, Asian Americans and Native Americans continue to have a higher burden of illness and lower access to health care compared with Whites. Such disparities, which have become more apparent during COVID-19, extend to dementia care. Surveys commissioned by the Alzheimer's Association recently shed new light on the role of discrimination in dementia care, the varying levels of trust between racial and ethnic groups in medical research, and the differences between groups in their levels of concern about and awareness of Alzheimer's disease. These findings emphasize the need to increase racial and ethnic diversity in both the dementia care workforce and in Alzheimer's clinical trials.
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Bledsoe JR, Woller SC, Stevens SM, Aston V, Patten R, Allen T, Horne BD, Dong L, Lloyd J, Snow G, Madsen T, Fink P, Elliott CG. Cost-effectiveness of managing low-risk pulmonary embolism patients without hospitalization. The low-risk pulmonary embolism prospective management study. Am J Emerg Med 2021; 41:80-3. [PMID: 33388651 DOI: 10.1016/j.ajem.2020.12.042] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2020] [Revised: 12/06/2020] [Accepted: 12/14/2020] [Indexed: 11/22/2022] Open
Abstract
OBJECTIVE Evaluate the cost-effectiveness and difference in length-of-stay when patients in the ED diagnosed with low-risk pulmonary embolism (PE) are managed with early discharge or observation. METHODS Single cohort prospective management study from January 2013 to October 2016 of patients with PE diagnosed in the ED and evaluated for a primary composite endpoint of mortality, recurrent venous thromboembolism, and/or major bleeding event at 90 days. Low-risk patients had a PE Severity Index score < 86, no evidence of proximal deep vein thrombosis on venous compression ultrasonography of both lower extremities, and no evidence of right heart strain on echocardiography. Patients were managed either in the ED or in the hospital on observation status. Primary outcomes were total length of stay, total encounter costs, and 30-day costs. RESULTS 213 patients were enrolled. 13 were excluded per the study protocol. Of the remaining 200, 122 were managed with emergency department observation (EDO) and 78 with hospital observation (HO). One patient managed with EDO met the composite outcome due to a major bleeding event on day 61. The mean length of stay for EDO was 793.4 min (SD -169.7, 95% CI:762-823) and for HO was 1170 (SD -211.4, 95% CI:1122-1218) with a difference of 376.8 (95% CI: 430-323, p < 0.0001). Total encounter mean costs for EDO were $1982.95 and $2759.59 for HO, with a difference of $776.64 (95% CI: 972-480, p > 0.0001). 30-day total mean costs for EDO were $2864.14 and $3441.52 for HO, with a difference of $577.38 (95% CI: -1372-217, p = 0.15). CONCLUSIONS Patients with low-risk PE managed with ED-based observation have a shorter length of stay and lower total encounter costs than patients managed with Hospital-based observation.
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Kirsch F, Becker C, Kurz C, Schwettmann L, Schramm A. Effects of adherence to pharmacological secondary prevention after acute myocardial infarction on health care costs - an analysis of real-world data. BMC Health Serv Res 2020; 20:1145. [PMID: 33342431 PMCID: PMC7751107 DOI: 10.1186/s12913-020-05946-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2020] [Accepted: 11/19/2020] [Indexed: 11/29/2022] Open
Abstract
Background Acute myocardial infarction (AMI), a major source of morbidity and mortality, is also associated with excess costs. Findings from previous studies were divergent regarding the effect on health care expenditure of adherence to guideline-recommended medication. However, gender-specific medication effectiveness, correlating the effectiveness of concomitant medication and variation in adherence over time, has not yet been considered. Methods We aim to measure the effect of adherence on health care expenditures stratified by gender from a third-party payer’s perspective in a sample of statutory insured Disease Management Program participants over a follow-up period of 3-years. In 3627 AMI patients, the proportion of days covered (PDC) for four guideline-recommended medications was calculated. A generalized additive mixed model was used, taking into account inter-individual effects (mean PDC rate) and intra-individual effects (deviation from the mean PDC rate). Results Regarding inter-individual effects, for both sexes only anti-platelet agents had a significant negative influence indicating that higher mean PDC rates lead to higher costs. With respect to intra-individual effects, for females higher deviations from the mean PDC rate for angiotensin-converting enzyme (ACE) inhibitors, anti-platelet agents, and statins were associated with higher costs. Furthermore, for males, an increasing positive deviation from the PDC mean increases costs for β-blockers and a negative deviation decreases costs. For anti-platelet agents, an increasing deviation from the PDC-mean slightly increases costs. Conclusion Positive and negative deviation from the mean PDC rate, independent of how high the mean was, usually negatively affect health care expenditures. Therefore, continuity in intake of guideline-recommended medication is important to save costs. Supplementary Information The online version contains supplementary material available at 10.1186/s12913-020-05946-4.
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Affiliation(s)
- Florian Kirsch
- Munich School of Management, Institute of Health Economics and Health Care Management, Ludwigstraße 28 1, 80539, Munich, Germany. .,Institute of Health Economics and Health Care Management, HelmholtzZentrum München, Neuherberg, Germany.
| | - Christian Becker
- Institute of Health Economics and Health Care Management, HelmholtzZentrum München, Neuherberg, Germany
| | - Christoph Kurz
- Institute of Health Economics and Health Care Management, HelmholtzZentrum München, Neuherberg, Germany
| | - Lars Schwettmann
- Institute of Health Economics and Health Care Management, HelmholtzZentrum München, Neuherberg, Germany
| | - Anja Schramm
- AOK Bayern, Service Center of Health Care Management, Regensburg, Germany
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Kirsch F, Schramm A, Kurz C, Schwarzkopf L, Lutter JI, Huber M, Leidl R. Effect of BMI on health care expenditures stratified by COPD GOLD severity grades: Results from the LQ-DMP study. Respir Med 2020; 175:106194. [PMID: 33166903 DOI: 10.1016/j.rmed.2020.106194] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/29/2020] [Revised: 10/13/2020] [Accepted: 10/14/2020] [Indexed: 12/11/2022]
Abstract
Chronic Obstructive Pulmonary Disease (COPD) is characterized by persistent respiratory symptoms and airflow limitation, which is progressive and not fully reversible. In patients with COPD, body mass index (BMI) is an important parameter associated with health outcomes, e.g. mortality and health-related quality of life. However, so far no study evaluated the association of BMI and health care expenditures across different COPD severity grades. We used claims data and documentation data of a Disease Management Program (DMP) from a statutory health insurance fund (AOK Bayern). Patients were excluded if they had less than 4 observations in the 8 years observational period. Generalized additive mixed models with smooth functions were used to evaluate the association between BMI and health care expenditures, stratified by severity of COPD, indicated by GOLD grades 1-4. We included 30,682 patients with overall 188,725 observations. In GOLD grades 1-3 we found an u-shaped relation of BMI and expenditures, where patients with a BMI of 30 or slightly above had the lowest and underweight and obese patients had the highest health care expenditures. Contrarily, in GOLD grade 4 we found an almost linear decline of health care expenditures with increasing BMI. In terms of expenditures, the often reported obesity paradox in patients with COPD was clearly reflected in GOLD grade 4, while in all other severity grades underweight as well as severely obese patients caused the highest health care expenditures. Reduction of obesity may thus reduce health care expenditures in GOLD grades 1-3.
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Niedermaier A, Freiberg A, Tiller D, Wienke A, Führer A. Outpatient health care utilization and health expenditures of asylum seekers in Halle (Saale), Germany - an analysis of claims data. BMC Health Serv Res 2020; 20:961. [PMID: 33081775 PMCID: PMC7576695 DOI: 10.1186/s12913-020-05811-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2020] [Accepted: 10/09/2020] [Indexed: 12/21/2022] Open
Abstract
Background Asylum seekers are a vulnerable group with special needs in health care due to their migration history and pre-, peri- and postmigratory social determinants of health. However, in Germany access to health care is restricted for asylum seekers by law and administrative regulations. Methods Using claims data generated in the billing process of health care services provided to asylum seekers, we explore their utilization of health care services in the outpatient sector. We describe the utilization of outpatient specialties, prevalences of diagnoses, prescribed drugs and other health care services, as well as total costs of health care provision. Results The estimated prevalence for visiting an ambulatory physician at least once per year was 67.5% [95%-Confidence-Interval (CI): 65.1–69.9%], with a notably higher prevalence for women than men. The diagnoses with the highest one-year prevalence were “Acute upper respiratory infections” (16.1% [14.5–18.0%]), “Abdominal and pelvic pain” (15.6% [13.9–17.4%]) and “Dorsalgia” (13.8% [12.2–15.5%]). A total of 21% of all prescriptions were for common pain killers. Women received more diagnoses across most diagnosis groups and prescribed drugs from all types than men. Less than half (45.3%) of all health care costs were generated in the outpatient sector. Conclusion The analysis of claims data held in a municipal social services office is a novel approach to gain better insight into asylum seekers’ utilization of health services on an individual level. Compared to regularly insured patients, four characteristics in health care utilization by asylum seekers were identified: low utilization of ambulatory physicians; a gender gap in almost all services, with higher utilization by women; frequent prescription of pain killers; and a low proportion of overall health care costs generated in the outpatient sector. Further research is needed to describe structural and individual factors producing these anomalies.
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Affiliation(s)
- Andreas Niedermaier
- Institute of Medical Epidemiology, Biometrics and Informatics, Interdisciplinary Center for Health Sciences, Medical School of the Martin-Luther-University Halle-Wittenberg, Halle (Saale), Germany.
| | - Anna Freiberg
- Institute of Medical Epidemiology, Biometrics and Informatics, Interdisciplinary Center for Health Sciences, Medical School of the Martin-Luther-University Halle-Wittenberg, Halle (Saale), Germany
| | - Daniel Tiller
- IT-Department, Data Integration Center, University Hospital Halle (Saale), Halle (Saale), Germany
| | - Andreas Wienke
- Institute of Medical Epidemiology, Biometrics and Informatics, Interdisciplinary Center for Health Sciences, Medical School of the Martin-Luther-University Halle-Wittenberg, Halle (Saale), Germany
| | - Amand Führer
- Institute of Medical Epidemiology, Biometrics and Informatics, Interdisciplinary Center for Health Sciences, Medical School of the Martin-Luther-University Halle-Wittenberg, Halle (Saale), Germany
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15
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Park T, Hwang M. Health care use and expenditures attributable to cancer: A population-based study. Res Social Adm Pharm 2020; 17:1300-1305. [PMID: 33054991 DOI: 10.1016/j.sapharm.2020.09.017] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2020] [Revised: 09/27/2020] [Accepted: 09/27/2020] [Indexed: 11/15/2022]
Abstract
BACKGROUND As more people are living with cancer due to increases in cancer survival, it is important to understand cancer burden. Studies have examined cancer-related costs using data more than a decade ago. OBJECTIVE To update the economic burden and uniquely provide health care service use attributable to cancer using a nationally representative sample of the U.S. POPULATION METHODS Data were obtained from the 2008-2015 Medical Expenditure Panel Survey (MEPS). Individuals with cancer were matched to those without cancer in terms of demographics and comorbidities based on a propensity score (PS). For outcomes of health care use, a (zero-inflated) negative binomial model was employed. To analyze the outcomes of health care spending, a generalized linear model with a log link function and gamma distributed errors (or a two-part model) was used. RESULTS Compared to the PS-matched noncancer controls, individuals with cancer received 1.05, 1.08, and 1.76 times more frequent annual emergency department (ED) visit care, hospitalization care, and hospital outpatient visit care, respectively. Additionally, people with cancer received prescriptions and office-based visit care about 5 times and 20 times more frequently. An average annual total health care spending among those with cancer was about $4100 higher. Average annual expenses on hospitalizations, office-based visits, hospital outpatient visits, and prescriptions among those with cancer were also about $1,400, $1,400, $700, and $300 higher. However, there was no significant difference in expenses on ED visit and out-of-pocket expenses on prescriptions between people with cancer and noncancer controls. CONCLUSIONS Individuals with cancer used all types of health care services more frequently than noncancer controls. Accordingly, expenditures on various types of health care services among those with cancer were higher.
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Affiliation(s)
- Taehwan Park
- Pharmacy Administration and Public Health, College of Pharmacy and Health Sciences, St. John's University, Queens, NY, 11439, USA.
| | - Monica Hwang
- Pharmacy Administration and Public Health, College of Pharmacy and Health Sciences, St. John's University, Queens, NY, 11439, USA
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Kolodziejczyk C. The effect of time to death on health care expenditures: taking into account the endogeneity and right censoring of time to death. Eur J Health Econ 2020; 21:945-962. [PMID: 32328875 DOI: 10.1007/s10198-020-01187-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/18/2019] [Accepted: 04/07/2020] [Indexed: 06/11/2023]
Abstract
This paper provides new estimates of the impact of the time to death on health care expenditures when the time to death is assumed endogenous. It further proposes estimation methods that take into account the right censoring of time to death. The data consist of twins from Denmark aged over 70 in 1999. The age of death of the mother and the living status of the co-twin are used as instruments for time to death. The results show that IV estimators give estimates higher than those obtained in previous studies when the time to death is assumed exogenous. Furthermore, the estimators proposed in this paper provide estimates that are generally lower compared to the ones obtained with the IV estimator. These results indicate that the impact of time to death has been potentially overestimated in previous studies.
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Robinson LA, Menezes M, Mullin B, Cook BL. A Comparison of Health Care Expenditures for Medicaid-Insured Children with Autism Spectrum Disorder and Asthma in an Expanding Accountable Care Organization. J Autism Dev Disord 2020; 50:1031-1044. [PMID: 31836944 DOI: 10.1007/s10803-019-04327-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
As value-based care continues to expand, more children with autism spectrum disorder (ASD) will be treated by accountable care organizations (ACOs), provider organizations seeking to improve population health while reducing costs. To inform ACO strategies for children with ASD, this study compared health care expenditures of children insured by a Medicaid managed care organization, empaneled to a safety net ACO, with ASD, asthma, and neither diagnosis. Compared to other study groups, children with ASD were more costly, had lower rates of acute care, and had higher rates of "leaked" care provided by home- and community-based mental health agencies outside of the ACO. These findings highlight the need for unique value-based strategies for children with ASD in a public sector ACO.
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Affiliation(s)
- Lee A Robinson
- Cambridge Health Alliance, Cambridge, MA, USA. .,Department of Psychiatry, Harvard Medical School, Boston, MA, USA.
| | | | | | - Benjamin Lê Cook
- Cambridge Health Alliance, Cambridge, MA, USA.,Department of Psychiatry, Harvard Medical School, Boston, MA, USA
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18
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Kirsch F, Becker C, Schramm A, Maier W, Leidl R. Patients with coronary artery disease after acute myocardial infarction: effects of continuous enrollment in a structured Disease Management Program on adherence to guideline-recommended medication, health care expenditures, and survival. Eur J Health Econ 2020; 21:607-619. [PMID: 32006188 PMCID: PMC7214389 DOI: 10.1007/s10198-020-01158-z] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/16/2019] [Accepted: 01/06/2020] [Indexed: 05/15/2023]
Abstract
OBJECTIVE Acute myocardial infarction (AMI) carries increased risk of mortality and excess costs. Disease Management Programs (DMPs) providing guideline-recommended care for chronic diseases seem an intuitively appealing way to enhance health outcomes for patients with chronic conditions such as AMI. The aim of the study is to compare adherence to guideline-recommended medication, health care expenditures and survival of patients enrolled and not enrolled in the German DMP for coronary artery disease (CAD) after an AMI from the perspective of a third-party payer over a follow-up period of 3 years. METHODS The study is based on routinely collected data from a regional statutory health insurance fund (n = 15,360). A propensity score matching with caliper method was conducted. Afterwards guideline-recommended medication, health care expenditures, and survival between patients enrolled and not enrolled in the DMP were compared with generalized linear and Cox proportional hazard models. RESULTS The propensity score matching resulted in 3870 pairs of AMI patients previously and continuously enrolled and not enrolled in the DMP. In the 3-year follow-up period the proportion of days covered rates for ACE-inhibitors (60.95% vs. 58.92%), anti-platelet agents (74.20% vs. 70.66%), statins (54.18% vs. 52.13%), and β-blockers (61.95% vs. 52.64%) were higher in the DMP group. Besides that, DMP participants induced lower health care expenditures per day (€58.24 vs. €72.72) and had a significantly lower risk of death (HR: 0.757). CONCLUSION Previous and continuous enrollment in the DMP CAD for patients after AMI is a promising strategy as it enhances guideline-recommended medication, reduces health care expenditures and the risk of death.
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Affiliation(s)
- Florian Kirsch
- Institute of Health Economics and Health Care Management, Helmholtz Zentrum München, Neuherberg, Germany.
- Munich School of Management and Munich Center of Health Sciences, Ludwig-Maximilians-Universität, Munich, Germany.
| | - Christian Becker
- Institute of Health Economics and Health Care Management, Helmholtz Zentrum München, Neuherberg, Germany
| | - Anja Schramm
- AOK Bayern, Service Center of Health Care Management, Regensburg, Germany
| | - Werner Maier
- Institute of Health Economics and Health Care Management, Helmholtz Zentrum München, Neuherberg, Germany
| | - Reiner Leidl
- Institute of Health Economics and Health Care Management, Helmholtz Zentrum München, Neuherberg, Germany
- Munich School of Management and Munich Center of Health Sciences, Ludwig-Maximilians-Universität, Munich, Germany
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Abstract
This article describes the public health impact of Alzheimer's disease (AD), including incidence and prevalence, mortality and morbidity, use and costs of care, and the overall impact on caregivers and society. The Special Report discusses the future challenges of meeting care demands for the growing number of people living with Alzheimer's dementia in the United States with a particular emphasis on primary care. By mid-century, the number of Americans age 65 and older with Alzheimer's dementia may grow to 13.8 million. This represents a steep increase from the estimated 5.8 million Americans age 65 and older who have Alzheimer's dementia today. Official death certificates recorded 122,019 deaths from AD in 2018, the latest year for which data are available, making Alzheimer's the sixth leading cause of death in the United States and the fifth leading cause of death among Americans age 65 and older. Between 2000 and 2018, deaths resulting from stroke, HIV and heart disease decreased, whereas reported deaths from Alzheimer's increased 146.2%. In 2019, more than 16 million family members and other unpaid caregivers provided an estimated 18.6 billion hours of care to people with Alzheimer's or other dementias. This care is valued at nearly $244 billion, but its costs extend to family caregivers' increased risk for emotional distress and negative mental and physical health outcomes. Average per-person Medicare payments for services to beneficiaries age 65 and older with AD or other dementias are more than three times as great as payments for beneficiaries without these conditions, and Medicaid payments are more than 23 times as great. Total payments in 2020 for health care, long-term care and hospice services for people age 65 and older with dementia are estimated to be $305 billion. As the population of Americans living with Alzheimer's dementia increases, the burden of caring for that population also increases. These challenges are exacerbated by a shortage of dementia care specialists, which places an increasing burden on primary care physicians (PCPs) to provide care for people living with dementia. Many PCPs feel underprepared and inadequately trained to handle dementia care responsibilities effectively. This report includes recommendations for maximizing quality care in the face of the shortage of specialists and training challenges in primary care.
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van den Broek-Altenburg EM, Atherly AJ. The relation between selective contracting and healthcare expenditures in private health insurance plans in the United States. Health Policy 2019; 124:174-182. [PMID: 31932076 DOI: 10.1016/j.healthpol.2019.12.008] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2019] [Revised: 11/22/2019] [Accepted: 12/16/2019] [Indexed: 10/25/2022]
Abstract
Many healthcare systems, including The Netherlands, Germany and Switzerland, have incorporated elements of managed competition, whereby insurers compete for enrollees in a marketplace organized or facilitated by a government or governing entity. In these countries, managed competition was introduced with the idea that the system would contain cost growth while maximizing value for consumers and employers. An important mechanism to control costs is selective contracting: the process of contracting providers into a network and offer insurance packages with varying levels of provider coverage. In these systems, enrollees are expected to choose lower cost plans which offer access to only contracted providers in the network. The questions is, however, if restricting provider choice leads to reduced healthcare expenditures. In the United States, enrollees often have a choice between plans with restricted networks of providers and plans that offer more provider choice, where care outside the contracted network of providers is (partly) covered. The purpose of this study is to understand whether insurance plans with restrictions on provider access in the United States have reduced healthcare expenditures and to identify the mechanism by which that reduction occurred. We used data from the Medical Expenditure Panel Survey (MEPS), a nationally representative sample of families and individuals. We estimated expenditures for enrollees in restricted network plans using two-part models and generalized linear models. We found that restricted network plans, on average, save $761 per enrollee. Our results suggest that cost savings due to restricted network plans are largely a result of price reductions rather than utilization reductions, although both play a role in cost savings. When introducing reforms shifting from a supply-oriented to a demand-oriented health care system, these findings might be worth considering by other countries.
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Affiliation(s)
| | - Adam J Atherly
- University of Vermont College of Medicine, United States
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21
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Eggli Y, Stadelmann P, Piaget-Rossel R, Marti J. Heterogeneity in The drivers of health expenditures financed by health insurance in a fragmented health system: The case of Switzerland. Health Policy 2019; 123:1275-81. [PMID: 31706633 DOI: 10.1016/j.healthpol.2019.10.010] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2019] [Revised: 10/08/2019] [Accepted: 10/23/2019] [Indexed: 11/21/2022]
Abstract
Switzerland is the world's second largest spender on health care, both per capita and as a share of the Gross Domestic Product (GDP). The Swiss health care system is a federation of 26 cantonal systems with highly fragmented provision and financing of care, leading to important geographical disparities in expenditures. We propose a simple conceptual framework to guide the decomposition of health care expenditures into five core components (i.e. demography, propensity to use health services, substitution between domains of care, quantity of services delivered, and unit price of these services), with the objective of better understanding the drivers of geographic variation. We illustrate this framework using aggregated insurance data from 85 % of the 2006 insured population and measure cross-cantonal variation disaggregated into these five components. Results obtained indicated a West-East gradient of controllable costs after adjusting for demography and propensity to use health services. Moreover, we found specific explanations for cost overruns: visits to physicians in private practice in some cantons, and, e.g., outpatient hospital care or variations in drug related expenses in others. This shows that the simple proposed approach provides interesting insights into the drivers of cost differences between regions, specifically in terms of substitution among health services, quantity of delivered services, and their prices.
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Lane BH, Mallow PJ, Hooker MB, Hooker E. Trends in United States emergency department visits and associated charges from 2010 to 2016. Am J Emerg Med 2020; 38:1576-81. [PMID: 31519380 DOI: 10.1016/j.ajem.2019.158423] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2019] [Revised: 07/30/2019] [Accepted: 09/03/2019] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND Demographic shifts and care delivery system evolution affect the number of Emergency Department (ED) visits and associated costs. Recent aggregate trends in ED visit rates and charges between 2010 and 2016 have not been evaluated. METHODS Data from the National Emergency Department Sample, comprising approximately 30 million annual patient visits, were used to estimate the ED visit rate and charges per visit from 2010 to 2016. ED visits were grouped into 144 mutually exclusive clinical categories. Visit rates, compound annual growth rates (CAGRs), and per visit charges were estimated. RESULTS From 2010 to 2016, the number of ED visits increased from 128.97 million to 144.82 million; the cumulative growth was 12.29% and the CAGR was 1.95%, while the population grew at a CAGR of 0.73%. Expressed as a population rate, ED visits per 1000 persons increased from 416.92 in 2010 to 448.19 in 2016 (p value <0.001). The mean charges per visit increased from $2061 (standard deviation $2962) in 2010 to $3516 (standard deviation $2962) in 2016; the CAGR was 9.31% (p value <0.001). Of 144 clinical categories, 140 categories had a CAGR for mean charges per visit of at least 5%. CONCLUSION The rate of ED visits per 1000 persons and the mean charge per ED visit increased significantly between 2010 and 2016. Mean charges increased for both high- and low-acuity clinical categories. Visits for the 5 most common clinical categories comprise about 30% of ED visits, and may represent focus areas for increasing the value of ED care.
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von Wyl V. Proximity to death and health care expenditure increase revisited: A 15-year panel analysis of elderly persons. Health Econ Rev 2019; 9:9. [PMID: 30859485 PMCID: PMC6734245 DOI: 10.1186/s13561-019-0224-z] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/08/2019] [Accepted: 02/22/2019] [Indexed: 06/09/2023]
Abstract
BACKGROUND Health care expenditures (HCE) are known to steepen with increasing age, but the contributions of biological age, morbidity, or proximity to death as cost drivers are debated. Age-associated HCE growth can be studied across two dimensions: within fixed groups of persons with the same birth year followed over time (birth cohort), or the same age classes (e.g. 66 to 70 year olds) at different time points (age-class analysis). Using health insurance claims data including morbidity and mortality information, HCE growth was analyzed in Swiss mandatory health insurance for the years 1996 to 2011 and compared across the two age dimensions. RESULTS Deflated HCE were analyzed for 104,000 persons from three birth cohorts (1921-25, 1926-30, 1931-35). Two-part regression models were adjusted for proximity-to-death (death within same or next calendar year) and morbidity indicators (hospitalization, high drug expenditures, and pharmaceutical cost groups from 2006 onwards). When analyzing HCE growth within birth cohorts, controlling for survival and morbidity status decreased age-associated HCE estimates by 31% to 51% compared to crude age averages. The total HCE volume share of decedents rose from 19% to 31% in the 1931-35 birth cohort and from 28% to 51% for the 1921-25 birth cohort. The analysis of same age classes (e.g. 71-75 year olds) over different years revealed no HCE growth (steepening) in excess of deflation for groups aged 75 years or less, and only moderate HCE growth for those ≥76 years. For the 76+ age classes, the population fraction of decedents decreased by -3% (age 76-80) and -15% (age 81-85) over time, whilst the total HCE volume share of decedent-associated HCE increased by +16% and +9%, with an HCE growth of +3.2% and +2.5% per year. CONCLUSIONS HCE growth was dominated by end-of-life HCE, but residual age-associated HCE growth remained pertinent, the extent of which however depended on morbidity indicator definitions. A better understanding of shifts in chronic disease prevalence with rising age, as well as associated HCE and survival impacts of treatment will be key for further refining future HCE projections.
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Affiliation(s)
- Viktor von Wyl
- Epidemiology, Biostatistics & Prevention Institute, University of Zurich, Hirschengraben, 84, CH-8001, Zurich, Switzerland.
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24
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Park T. Health care utilization and expenditures among adults with rheumatoid arthritis using specialty pharmaceuticals. Res Social Adm Pharm 2018; 15:724-729. [PMID: 30241878 DOI: 10.1016/j.sapharm.2018.09.003] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2018] [Revised: 09/06/2018] [Accepted: 09/11/2018] [Indexed: 11/24/2022]
Abstract
BACKGROUND Despite the rising popularity of using specialty medications for patients with rheumatoid arthritis (RA), little is known about the use or spending on medical services among these patients. OBJECTIVE The objective of this study was to investigate health care utilization and expenditures among patients with RA using specialty medications compared with those using non-specialty (i.e., traditional) medications. METHODS This was a retrospective cohort study using Medical Expenditure Panel Survey data from 2009 through 2015. Health care use and expenditures were examined using a (zero-truncated or zero-inflated) negative binomial model and a generalized linear model with a log link function and gamma distribution (or a two-part model). RESULTS Compared to patients with RA who were traditional medication users (TMUs), those categorized as specialty medication users (SMUs) were prescribed about 24% fewer medications (incidence rate ratio [IRR] = 0.76, 95% CI = 0.66-0.89) and received fewer office-based visits (IRR = 0.84, 95% CI = 0.70-0.99). Although SMUs' spending on emergency department visits was lower, their spending on total health care was $14,570 higher than that of TMUs. Compared with TMUs, users of both specialty and traditional medications (BMUs) had fewer emergency department visits (IRR = 0.57, 95% CI = 0.39-0.81) with less spending on emergency service use. Overall, BMUs' total health care spending was $5720 higher than TMUs' total spending. CONCLUSIONS There were some differences in health care use and expenditures for treating RA between patients using specialty medications and those using traditional medications. Total health care spending was higher for SMUs/BMUs despite their less frequent use of some types of medical services and lower spending on emergency department visits, because of the high cost of specialty medications for RA. The high costs of specialty medications implies the importance of the efficient use of these medications.
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Affiliation(s)
- Taehwan Park
- Pharmacy Administration, St. Louis College of Pharmacy, St. Louis, MO, 63110, USA; Center for Health Outcomes Research and Education, St. Louis College of Pharmacy, St. Louis, MO, 63110, USA.
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Abstract
The aim of this study was to identify factors which are associated with the length of stay in a Swiss mental hospital. Demographical and clinical data of all patients who were admitted to the adult inpatient psychiatric service of the Federal State of Aargau in 2016 were examined regarding their association with the length of stay. The study sample included N = 1479 patients. Mean length of stay was 33 days and the median equalled 26 days. Higher age and a primary diagnosis of psychotic or affective disorder were associated with increased length of stay. In contrast, foreign nationality and compulsory admission were associated with reduced length of stay. While some of our findings were in line with recent findings from Italy and the United Kingdom, others could not be replicated.
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26
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Abstract
BACKGROUND/OBJECTIVES It is known that inpatient care accounts for a significant portion of health care expenditures, but the national burden of inpatient pediatric dermatology is poorly characterized. We sought to assess risk factors, conditions, and financial costs associated with pediatric hospitalizations for skin disease. METHODS We performed a cross-sectional study of pediatric dermatology hospitalizations using the 2012 Kids' Inpatient Database, which samples 80% of non-birth-related pediatric admissions from 44 states to generate national estimates. The demographic characteristics of children admitted for dermatologic and nondermatologic conditions were compared, and the financial costs of these admissions were analyzed. RESULTS In 2012, there were 74 229 (95% confidence interval (CI) = 68 620-79 978) pediatric dermatology hospitalizations, accounting for 4.2% of all pediatric admissions and $379.8 million (95% CI = $341.3-418.4 million) in health care costs. Bacterial infections (n = 59 115, 95% CI = 54 669-63 561), viral diseases (n = 3812, 95% CI = 3457-4167), and noncancerous skin growths (n = 2931, 95% CI = 2318-3545) were the most common conditions requiring hospitalization. The highest mean cost per hospitalization was for admissions for cutaneous lymphomas ($58 294, 95% CI = $31 694-84 893), congenital skin abnormalities ($24 186, 95% CI = $16 645-31 728), and ulcers ($17 064, 95% CI = $14 683-19 446). Pediatric dermatology hospitalizations were most strongly associated with living in a low-income community (odds ratio (OR) = 1.22, 95% CI = 1.16-1.29) and the South (OR = 1.32, 95% CI = 1.19-1.46) and being uninsured (OR = 1.35, 95% CI = 1.26-1.45) or having Medicaid insurance (OR = 1.17, 95% CI = 1.13-1.22). CONCLUSION Skin disease is a common cause of hospitalizations in children, and there are disparities in these admissions that could reflect inadequate access to outpatient pediatric dermatologists.
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Affiliation(s)
- Justin D Arnold
- School of Medicine and Health Sciences, George Washington University, Washington, DC, USA
| | - SunJung Yoon
- Department of Economics, Georgetown University, Washington, DC, USA
| | - A Yasmine Kirkorian
- School of Medicine and Health Sciences, George Washington University, Washington, DC, USA.,Division of Dermatology, Children's National Health System, Washington, DC, USA
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Short HL, Sarda S, Travers C, Hockenberry JM, McCarthy I, Raval MV. Trends in common surgical procedures at children's and nonchildren's hospitals between 2000 and 2009. J Pediatr Surg 2018; 53:1472-1477. [PMID: 29241960 DOI: 10.1016/j.jpedsurg.2017.11.053] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/25/2017] [Revised: 10/31/2017] [Accepted: 11/18/2017] [Indexed: 11/28/2022]
Abstract
PURPOSE Though growth in children's surgical expenditures has been documented, procedure-specific differences in volume and costs at children's hospitals (CH) and non-hildren's hospitals (NCH) have not been explored. Our purpose was to compare trends in volume and costs of common pediatric surgical procedures between CH and NCH. METHODS We performed a review of the 2000-2009 Kids' Inpatient Database identifying all cases of appendectomy for uncomplicated appendicitis (AP), tonsillectomy and adenoidectomy (TA), fundoplication (FP), humeral fracture repair (HFR), pyloromyotomy (PYL), and cholecystectomy (CHOLE). Trends in case volume and costs were examined at CH versus NCH. RESULTS The proportion of surgical care at CH increased for all procedures from 2000 to 2009. TA and CHOLE demonstrated higher costs per case at CH. Positive growth over time in cost per case at CH was seen for AP and FP, with the cost per case of FP increasing by 21% between 2006 and 2009. CONCLUSIONS The proportion of surgeries performed at CH is continuing to grow alongside proportionate increases in costs, however costs for certain procedures are higher at CH than NCH. Further investigation is needed to explore cost containment at CH while still maintaining specialized, high quality surgical care. LEVEL OF EVIDENCE Level III.
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Affiliation(s)
- Heather L Short
- Division of Pediatric Surgery, Department of Surgery, Emory University School of Medicine, Children's Healthcare of Atlanta, Atlanta, GA, USA
| | - Samir Sarda
- Department of Health Policy and Management, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Curtis Travers
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA
| | - Jason M Hockenberry
- Department of Health Policy and Management, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Ian McCarthy
- Deparment of Economics, Emory University, Atlanta, GA, USA
| | - Mehul V Raval
- Division of Pediatric Surgery, Department of Surgery, Emory University School of Medicine, Children's Healthcare of Atlanta, Atlanta, GA, USA.
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Li H, Fujiura G, Magaña S, Parish S. Health care expenditures of overweight and obese U.S. adults with intellectual and developmental disabilities. Res Dev Disabil 2018; 75:1-10. [PMID: 29427860 PMCID: PMC9494707 DOI: 10.1016/j.ridd.2018.01.011] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/17/2016] [Revised: 12/30/2017] [Accepted: 01/25/2018] [Indexed: 05/20/2023]
Abstract
BACKGROUND U.S. adults with intellectual and developmental disabilities (IDD) have poorer health status and greater risks for being overweight and obese, which are major drivers of health care expenditures in the general population. Health care expenditures and IDD have not been studied using nationally representative samples, and the impact of overweight and obesity have not been examined. AIM Using nationally representative data, we aimed to compare the health care expenditures of not-overweight, overweight and obese U.S. adults with IDD, and calculate model-adjusted expenditures. METHODS AND PROCEDURES Pooled data from the 2002-2011 Medical Expenditure Panel Survey linked to National Health Interview Survey (n = 1224) were analyzed. Two-part model regressions were conducted, with covariates being year of survey, age, sex, race/ethnicity, household income status, geographical region, urban/rural, marital status, insurance coverage, perceived health status, and perceived mental health status. OUTCOMES AND RESULTS Overall, obese adults with intellectual and developmental disabilities had higher expenditures than their non-obese peers. Being obese was associated with an estimated additional $2516 in mean expenditures and $1200 in median expenditures compared with the reference group, who were neither overweight nor obese. CONCLUSIONS AND IMPLICATIONS Obesity is an important predictor of higher health care costs among community-living adults with IDD Finding effective strategies and interventions to address obesity in this population has great financial and policy significance.
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Affiliation(s)
- Henan Li
- Lurie Institute for Disability Policy, The Heller School for Social Policy and Management, Brandeis University, USA.
| | - Glenn Fujiura
- Department of Disability and Human Development, The University of Illinois at Chicago, USA
| | - Sandra Magaña
- Steve Hicks School of Social Work, University of Texas at Austin, USA
| | - Susan Parish
- Bouvé College of Health Sciences, Northeastern University, USA
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Moschetti K, Zabrodina V, Wangmo T, Holly A, Wasserfallen JB, Elger BS, Gravier B. The determinants of individual health care expenditures in prison: evidence from Switzerland. BMC Health Serv Res 2018; 18:160. [PMID: 29514629 PMCID: PMC5842659 DOI: 10.1186/s12913-018-2962-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2016] [Accepted: 02/23/2018] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Prison health systems are subject to increasing pressures given the specific health needs of a growing and aging prison population. Identifying the drivers of medical spending among incarcerated individuals is therefore key for health care governance in prisons. This study assesses the determinants of individual health care expenditures within the prisons of the canton of Vaud, a large region of Switzerland. METHODS We use a unique dataset linking demographic and prison stay characteristics as well as objective measures of morbidity to detailed medical invoice data. We adopt a multivariate regression approach to model total, somatic and psychiatric outpatient health care expenditures. RESULTS We find that chronic infectious, musculoskeletal and skin diseases are strong predictors of total and somatic costs. Schizophrenia, neurotic and personality disorders as well as the abuse of illicit drugs and pharmaceuticals drive total and psychiatric costs. Furthermore, cumulating psychiatric and somatic comorbidities has an incremental effect on costs. CONCLUSION By identifying the characteristics associated with health care expenditures in prison, this study constitutes a key step towards a more efficient use of medical resources in prison.
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Affiliation(s)
- Karine Moschetti
- Institute of Social and Preventive Medicine, University of Lausanne and University Hospital of Lausanne (CHUV), Route de la Corniche 10, 1010 Lausanne, Switzerland
- Technology Assessment Unit, University Hospital of Lausanne (CHUV), Lausanne, Switzerland
| | - Véra Zabrodina
- Institute of Social and Preventive Medicine, University of Lausanne and University Hospital of Lausanne (CHUV), Route de la Corniche 10, 1010 Lausanne, Switzerland
- Institute for Biomedical Ethics, University of Basel, Basel, Switzerland
| | - Tenzin Wangmo
- Institute for Biomedical Ethics, University of Basel, Basel, Switzerland
| | - Alberto Holly
- Institute of Health Economics and Management, HEC Lausanne, University of Lausanne, Lausanne, Switzerland
| | | | - Bernice S. Elger
- Institute for Biomedical Ethics, University of Basel, Basel, Switzerland
- University Centre of Legal Medicine, University of Geneva, Geneva, Switzerland
| | - Bruno Gravier
- Service of Correctional Medicine and Psychiatry, University Hospital of Lausanne (CHUV), Lausanne, Switzerland
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Abstract
Semicontinuous data, characterized by a point mass at zero followed by a positive, continuous distribution, arise frequently in medical research. These data are typically analyzed using two-part mixtures that separately model the probability of incurring a positive outcome and the distribution of positive values among those who incur them. In such a conditional specification, however, standard two-part models do not provide a marginal interpretation of covariate effects on the overall population. We have previously proposed a marginalized two-part model that yields more interpretable effect estimates by parameterizing the model in terms of the marginal mean. In the original formulation, a constant variance was assumed for the positive values. We now extend this model to a more general framework by allowing non-constant variance to be explicitly modeled as a function of covariates, and incorporate this variance into two flexible distributional assumptions, log-skew-normal and generalized gamma, both of which take the log-normal distribution as a special case. Using simulation studies, we compare the performance of each of these models with respect to bias, coverage, and efficiency. We illustrate the proposed modeling framework by evaluating the effect of a behavioral weight loss intervention on health care expenditures in the Veterans Affairs health system.
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Affiliation(s)
- Valerie A Smith
- 1 Center for Health Services Research in Primary Care, Durham VAMC, Durham, NC, USA.,2 Department of Population Health Sciences, Duke University, Durham, NC, USA
| | - John S Preisser
- 3 Department of Biostatistics, University of North Carolina, Chapel Hill, NC, USA
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Howdon D, Rice N. Health care expenditures, age, proximity to death and morbidity: Implications for an ageing population. J Health Econ 2018; 57:60-74. [PMID: 29182935 DOI: 10.1016/j.jhealeco.2017.11.001] [Citation(s) in RCA: 108] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/18/2016] [Revised: 10/10/2017] [Accepted: 11/01/2017] [Indexed: 05/25/2023]
Abstract
This paper uses Hospital Episode Statistics, English administrative data, to investigate the growth in admitted patient health care expenditures and the implications of an ageing population. We use two samples of around 40,000 individuals who (a) used inpatient health care in the financial year 2005/06 and died by the end of 2011/12 and (b) died in 2011/12 and had some hospital utilisation since 2005/06. We use a panel structure to follow individuals over seven years of this administrative data, containing estimates of inpatient health care expenditures (HCE), information regarding individuals' age, time-to-death (TTD), morbidities at the time of an admission, as well as the hospital provider, year and season of admission. We show that HCE is principally determined by proximity to death rather than age, and that proximity to death is itself a proxy for morbidity.
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Affiliation(s)
- Daniel Howdon
- Department of Economics, Econometrics and Finance, University of Groningen, Duisenberg Building, Nettelbosje 2, 9747AE Groningen, Netherlands.
| | - Nigel Rice
- Centre for Health Economics, University of York, York YO10 5DD, UK; Department of Economics and Related Studies, University of York, York YO10 5DD, UK
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Abstract
The objective of the present work is to explore the incremental costs of frailty associated with ambulatory health care expenditures (HCE) among the French population of community-dwellers aged 65 or more in 2012. We make use of a unique dataset that combines nationally representative health survey with respondents' National Health Insurance data on ambulatory care expenditures. Several econometric specifications of generalized linear models are tested and an exponential model with gamma errors is eventually retained. Because frailty is a distinct health condition, its contribution to HCE was assessed in comparison with other health covariates (including chronic diseases and functional limitations, time-to-death, and a multidimensional composite health index). Results indicate that whatever health covariates are considered, frailty provides significant additional explanative power to the models. Frailty is an important omitted variable in HCE models. It depicts a progressive condition, which has an incremental effect on ambulatory health expenditures of roughly €750 additional euros for pre-frail individuals and €1500 for frail individuals.
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Affiliation(s)
- Nicolas Sirven
- LIRAES (EA 4470), Université Paris Descartes, Sorbonne-Paris-Cité, 45 rue des Saints Pères, 75006, Paris, France.
| | - Thomas Rapp
- LIRAES (EA 4470), Université Paris Descartes, Sorbonne-Paris-Cité, 45 rue des Saints Pères, 75006, Paris, France
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Abstract
The objective of this study was to examine the relationship between physical activity and health services utilization and costs among adults aged 18 or older in the U.S. Data came from the Medical Expenditure Panel Survey-Household component from 2007 through 2011 (n=117,361). Regular physical activity was defined as spending half an hour or more in moderate or vigorous physical activity at least three times a week. The following categories of self-reported health services utilization and costs were examined: preventive, office-based, outpatient, inpatient, emergency department, home health, and prescription medicines. The association of physical activity and health services utilization and costs was estimated using two-part models. Adults who engaged in regular physical activity were more likely to use preventive (ORs ranged from 1.06 to 1.34, p<0.05) and office-based services (OR=1.05, 95% CI=1.01-1.10, p<0.05). Combining results from both parts of the two-part models, physically active adults incurred significantly lower utilization of inpatient (0.09 vs 0.12 visit per person), emergency room (0.18 vs 0.19 visit per person), home health care (1.21 vs 1.92 visit per person), and prescription medicines (12.66 vs 13.75 number of prescriptions per person) and spent $27 less per capita expenditures for office-based visits, $351 less for inpatient visits, and $52 less for home health care visits. Promoting regular physical activity may reduce health care costs through decreasing demand for secondary and tertiary care services.
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Affiliation(s)
- Sung-Wan Kang
- School of Social Work, University of Illinois at Urbana-Champaign, 1010 W. Nevada, Urbana, IL 61801, USA.
| | - Xiaoling Xiang
- Center for Education in Health Sciences, Northwestern University Feinberg School of Medicine, 633 N Saint Clair Street, Chicago, IL 60611, USA.
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Hung YN, Liu TW, Wen FH, Chou WC, Tang ST. Escalating Health Care Expenditures in Cancer Decedents' Last Year of Life: A Decade of Evidence from a Retrospective Population-Based Cohort Study in Taiwan. Oncologist 2017; 22:460-469. [PMID: 28232596 DOI: 10.1634/theoncologist.2016-0283] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2016] [Accepted: 11/02/2016] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND No population-based longitudinal studies on end-of-life (EOL) expenditures were found for cancer decedents. METHODS This population-based, retrospective cohort study examined health care expenditures from 2001 to 2010 among 339,546 Taiwanese cancer decedents' last year of life. Individual patient-level data were linked from administrative datasets. Health care expenditures were converted from Taiwan dollars to U.S. dollars by health-specific purchasing power parity conversions to account for different health-purchasing powers. Associations of patient, physician, hospital, and regional factors with EOL care expenditures were evaluated by multilevel linear regression model by generalized estimating equation method. RESULTS Mean annual EOL care expenditures for Taiwanese cancer decedents increased from 2000 to 2010 from U.S. $49,591 to U.S. $68,773, respectively, with one third of spending occurring in the patients' last month. Increased EOL care expenditures were associated with male gender, younger age, being married, diagnosed with hematological malignancies and cancers other than lung, gastric, and hepatic-pancreatic cancers, and dying within 7-24 months of diagnosis. Patients spent less at EOL when they had higher comorbidities and metastatic disease, died within 6 months of diagnosis, were under care of oncologists, gastroenterologists, and intensivists, and received care at a teaching hospital with more terminally ill cancer patients. Higher EOL care expenditures were associated with greater EOL care intensity at the primary hospital and regional levels. CONCLUSION Taiwanese cancer decedents consumed considerable National Health Insurance disbursements at EOL, totaling more than was consumed in six developed non-U.S. countries surveyed in 2010. To slow increasing cost and improve EOL cancer care quality, interventions to ensure appropriate EOL care provision should target hospitals and clinicians less experienced in providing EOL care and those who tend to provide aggressive EOL care to high-risk patients. The Oncologist 2017;22:460-469Implications for Practice: Cancer-care costs are highest during the end-of-life (EOL) period for cancer decedents. This population-based study longitudinally examined EOL expenditures for cancer decedents. Mean annual EOL-care expenditures for Taiwanese cancer decedents increased from U.S. $49,591 to U.S. $68,773 from the year 2000 to 2010, with one third of spending in patients' last month and more than for six developed non-U.S. countries surveyed in 2010. To slow the increasing cost of EOL-cancer care, interventions should target hospitals/clinicians less experienced in providing EOL care, who tend to provide aggressive EOL care to high-risk patients, to avoid the physical suffering, emotional burden, and financial costs of aggressive EOL care.
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Affiliation(s)
- Yen-Ni Hung
- School of Gerontology Health Management and Master Program in Long-Term Care, College of Nursing, Taipei Medical University, Taipei, Taiwan, Republic of China
| | - Tsang-Wu Liu
- National Institute of Cancer Research, National Health Research Institutes, Zhunan, Taiwan, Republic of China
| | - Fur-Hsing Wen
- Department of International Business, Soochow University, Taipei, Taiwan, Republic of China
| | - Wen-Chi Chou
- Division of Hematology-Oncology, Chang Gung Memorial Hospital at Linkou, Taoyuan City, Taiwan, Republic of China
- College of Medicine, Chang Gung University, Tao-Yuan, Taiwan, Republic of China
| | - Siew Tzuh Tang
- Division of Hematology-Oncology, Chang Gung Memorial Hospital at Linkou, Taoyuan City, Taiwan, Republic of China
- College of Medicine, Chang Gung University, Tao-Yuan, Taiwan, Republic of China
- Graduate School of Nursing, Chang Gung University, Tao-Yuan, Taiwan, Republic of China
- Department of Nursing, Chang Gung Memorial Hospital at Kaohsiung, Kaohsiung City, Taiwan, Republic of China
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Abstract
OBJECTIVE To estimate health care expenditure trends among young adults ages 19-25 before and after the 2010 implementation of the Affordable Care Act (ACA) provision that extended eligibility for dependent private health insurance coverage. DATA SOURCES Nationally representative Medical Expenditure Panel Survey data from 2008 to 2012. STUDY DESIGN We conducted repeated cross-sectional analyses and employed a difference-in-differences quantile regression model to estimate health care expenditure trends among young adults ages 19-25 (the treatment group) and ages 27-29 (the control group). PRINCIPAL FINDINGS Our results show that the treatment group had 14 percent lower overall health care expenditures and 21 percent lower out-of-pocket payments compared with the control group in 2011-2012. The overall reduction in health care expenditures among young adults ages 19-25 in years 2011-2012 was more significant at the higher end of the health care expenditure distribution. Young adults ages 19-25 had significantly higher emergency department costs at the 10th percentile in 2011-2012. Differences in the trends of costs of private health insurance and doctor visits are not statistically significant. CONCLUSIONS Increased health insurance enrollment as a consequence of the ACA provision for dependent coverage has successfully reduced spending and catastrophic expenditures, providing financial protections for young adults.
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Affiliation(s)
- Jie Chen
- Department of Health Services and Administration, School of Public Health, University of Maryland-College Park, College Park, MD
| | - Arturo Vargas-Bustamante
- Department of Health Policy and Management, Fielding School of Public Health, University of California, Los Angeles, CA
| | - Priscilla Novak
- Department of Health Services and Administration, School of Public Health, University of Maryland-College Park, College Park, MD
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Trottmann M, Frueh M, Telser H, Reich O. Physician drug dispensing in Switzerland: association on health care expenditures and utilization. BMC Health Serv Res 2016; 16:238. [PMID: 27391118 PMCID: PMC4938921 DOI: 10.1186/s12913-016-1470-y] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2015] [Accepted: 06/17/2016] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Several countries recently reassessed the roles of drug prescribing and dispensing, either by enlarging pharmacists' rights to prescribe (e.g. the US and the United Kingdom) or by limiting physicians' rights to dispense (e.g. Taiwan and South Korea). While integrating the two roles might increase supply and be convenient for patients, concern is that drug mark-ups incite providers to prescribe unnecessary drugs. We aimed to assess the association of physician dispensing (PD) in Switzerland on various outcomes. METHODS We performed a retrospective cohort study, using health care claims data for patients in the year 2013. The analysis of the association of PD was perfomed using a large patient level dataset and several target variables, including the number of different chemical agents, share of generic drugs, number of visits to physicians and expenditures. Different multivariate econometric models were applied in order to capture the association PD on the target variables. RESULTS A total of 101'784 patients were enrolled in 2013, whereas 54 % were PD patients. We find that PD is associated with lower pharmaceutical expenditure per patient, which can be explained by an increased use of generic drugs. The decrease is compensated by higher use of physician services. We find no significant impact of physician dispensing on total health care expenditure. CONCLUSIONS Our study offers insights for policy makers who are (re-)considering the separation between drug prescribing and dispensing, either by allowing physicians to dispense or pharmacists to prescribe certain drugs. In terms of total health care expenditures, we find no difference between the two systems, so we are doubtful that changing dispensing rights are a good measure to contain cost, at least in Switzerland.
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Affiliation(s)
| | - Mathias Frueh
- />Department of Health Sciences, Helsana Group, Zurich, Switzerland
| | - Harry Telser
- />Polynomics, Baslerstrasse 44, Olten, Switzerland
| | - Oliver Reich
- />Department of Health Sciences, Helsana Group, Zurich, Switzerland
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Dunn A, Liebman E, Rittmueller L, Shapiro AH. Guidelines for Measuring Disease Episodes: An Analysis of the Effects on the Components of Expenditure Growth. Health Serv Res 2016; 52:720-740. [PMID: 27140395 DOI: 10.1111/1475-6773.12498] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
Abstract
OBJECTIVE To provide guidelines to researchers measuring health expenditures by disease and compare these methodologies' implied inflation estimates. DATA SOURCE A convenience sample of commercially insured individuals over the 2003 to 2007 period from Truven Health. Population weights are applied, based on age, sex, and region, to make the sample of over 4 million enrollees representative of the entire commercially insured population. STUDY DESIGN Different methods are used to allocate medical-care expenditures to distinct condition categories. We compare the estimates of disease-price inflation by method. PRINCIPAL FINDINGS Across a variety of methods, the compound annual growth rate stays within the range 3.1 to 3.9 percentage points. Disease-specific inflation measures are more sensitive to the selected methodology. CONCLUSION The selected allocation method impacts aggregate inflation rates, but considering the variety of methods applied, the differences appear small. Future research is necessary to better understand these differences in other population samples and to connect disease expenditures to measures of quality.
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Affiliation(s)
- Abe Dunn
- Bureau of Economic Analysis, Washington, DC
| | - Eli Liebman
- Department of Economics, Duke University, Durham, NC
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Tarraf W, Mahmoudi E, Dillaway HE, González HM. Health spending among working-age immigrants with disabilities compared to those born in the US. Disabil Health J 2016; 9:479-90. [PMID: 26917103 DOI: 10.1016/j.dhjo.2016.01.007] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2014] [Revised: 11/03/2015] [Accepted: 01/15/2016] [Indexed: 11/19/2022]
Abstract
BACKGROUND Immigrants have disparate access to health care. Disabilities can amplify their health care burdens. OBJECTIVE/HYPOTHESIS Examine how US- and foreign-born working-age adults with disabilities differ in their health care spending patterns. METHODS Medical Expenditures Panel Survey yearly-consolidated files (2000-2010) on working-age adults (18-64 years) with disabilities. We used three operational definitions of disability: physical, cognitive, and sensory. We examined annual total, outpatient/office-based, prescription medication, inpatient, and emergency department (ED) health expenditures. We tested bivariate logistic and linear regression models to, respectively, assess unadjusted group differences in the propensity to spend and average expenditures. Second, we used multivariable two-part models to estimate and test per-capita expenditures adjusted for predisposing, enabling, health need and behavior indicators. RESULTS Adjusted for age and sex differences, US-born respondents with physical, cognitive, sensory spent on average $2977, $3312, and $2355 more in total compared to their foreign-born counterparts (P < 0.01). US-born spending was also higher across the four types of health care expenditures considered. Adjusting for the behavioral model factors, especially predisposing and enabling indicators, substantially reduced nativity differences in overall, outpatient/office-based and medication spending but not in inpatient and ED expenditures. CONCLUSIONS Working-age immigrants with disabilities have lower levels of health care use and expenditures compared to their US-born counterparts. Affordable Care Act provisions aimed at increasing access to insurance and primary care can potentially align the consumption patterns of US- and foreign-born disabled working-age adults. More work is needed to understand the pathways leading to differences in hospital and prescription medication care.
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Affiliation(s)
- Wassim Tarraf
- Wayne State University, Institute of Gerontology, 87 East Ferry Street, Knapp Bldg, Room 240, USA.
| | | | | | - Hector M González
- Michigan State University, Department of Epidemiology and Biostatistics, USA
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Zhu CW, Cosentino S, Ornstein K, Gu Y, Scarmeas N, Andrews H, Stern Y. Medicare Utilization and Expenditures Around Incident Dementia in a Multiethnic Cohort. J Gerontol A Biol Sci Med Sci 2015; 70:1448-53. [PMID: 26311543 DOI: 10.1093/gerona/glv124] [Citation(s) in RCA: 49] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2015] [Accepted: 07/10/2015] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND Few studies have examined patterns of health care utilization and costs during the period around incident dementia. METHODS Participants were drawn from the Washington Heights-Inwood Columbia Aging Project, a multiethnic, population-based, prospective study of cognitive aging of Medicare beneficiaries in a geographically defined area of northern Manhattan. Medicare utilization and expenditure were examined in individuals with clinically diagnosed dementia from 2 years before until 2 years after the initial diagnosis. A sample of non-demented individuals who were matched on socio-demographic and clinical characteristics at study enrollment was used as controls. Multivariable regression analysis estimated effects on Medicare utilization and expenditures associated with incident dementia. RESULTS During the 2 years before incident dementia, rates of inpatient admissions and outpatient visits were similar between dementia patients and non-demented controls, but use of home health and skilled nursing care and durable medical equipment were already higher in dementia patients. Results showed a small but significant excess increase associated with incident dementia in inpatient admissions but not in other areas of care. In the 2 years before incident dementia, total Medicare expenditures were already higher in dementia patients than in non-demented controls. But we found no excess increases in Medicare expenditures associated with incident dementia. CONCLUSIONS Demand for medical care already is increasing and costs are higher at the time of incident dementia. There was a small but significant excess risk of inpatient admission associated with incident dementia.
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Affiliation(s)
- Carolyn W Zhu
- Department of Geriatrics and Palliative Medicine, Icahn School of Medicine at Mount Sinai, New York, New York. James J Peters VA Medical Center, Bronx, New York.
| | - Stephanie Cosentino
- Cognitive Neuroscience Division of the Gertrude H. Sergievsky Center, Taub Institute for Research on Alzheimer's Disease and the Aging Brain, New York, New York. Department of Neurology, Columbia University Medical Center, New York, New York
| | - Katherine Ornstein
- The Samuel Bronfman Department of Medicine, Division of General Internal Medicine, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Yian Gu
- Cognitive Neuroscience Division of the Gertrude H. Sergievsky Center, Taub Institute for Research on Alzheimer's Disease and the Aging Brain, New York, New York. Department of Neurology, Columbia University Medical Center, New York, New York
| | - Nikolaos Scarmeas
- Cognitive Neuroscience Division of the Gertrude H. Sergievsky Center, Taub Institute for Research on Alzheimer's Disease and the Aging Brain, New York, New York. Department of Neurology, Columbia University Medical Center, New York, New York
| | - Howard Andrews
- Department of Biostatistics, Mailman School of Public Health, Columbia University, New York, New York
| | - Yaakov Stern
- Cognitive Neuroscience Division of the Gertrude H. Sergievsky Center, Taub Institute for Research on Alzheimer's Disease and the Aging Brain, New York, New York. Department of Neurology, Columbia University Medical Center, New York, New York
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Duarte VM, McGrath CL, Shapiro NL, Bhattacharrya N. Healthcare costs of acute and chronic tonsillar conditions in the pediatric population in the United States. Int J Pediatr Otorhinolaryngol 2015; 79:921-925. [PMID: 25912631 DOI: 10.1016/j.ijporl.2015.04.019] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/28/2015] [Revised: 04/09/2015] [Accepted: 04/12/2015] [Indexed: 10/23/2022]
Abstract
OBJECTIVE To determine the prevalence and healthcare costs associated with the diagnosis and treatment of acute and chronic tonsillar conditions (ACT) in children. DESIGN Cross-sectional analysis of the 2006, 2008, and 2010 Medical Expenditure Panel Surveys. METHODS Pediatric patients (age < 18 years) were examined from the above mentioned database. From the linked medical conditions file, cases with a diagnosis of ACT were extracted. Ambulatory visit rates, prescription refills, and ambulatory healthcare costs were then compared between children with and without a diagnosis of ACT and acute versus chronic tonsillitis, with multivariate adjustment for age, sex, ethnicity, region, insurance coverage and comorbid conditions (e.g., asthma and otitis media). RESULTS A total of 74.3 million children (mean age 8.55 years, 51% male) were sampled (raw N = 28,873). Of these, 804,229 children (1.1 ± 0.1%) were diagnosed with ACT annually (mean age 7.24 years, 49.1% male); 64.6 ± 2.0% had acute tonsillitis diagnoses and 35.4 ± 2.0% suffered from chronic tonsillitis. Children with ACT incurred an additional 2.3 office visits and 2.1 prescription fills (both p < 0.001) annually compared with those without ACT, adjusting for demographic variables and medical comorbidities, but did not have an increase in emergency department visits (p = 0.123). Children with acute tonsillar diagnoses carried total healthcare expenditures of $1303 ± 390 annually versus $2401 ± 618 for those with chronic tonsillitis (p = 0.193). ACT was associated with an incremental increase in total healthcare expense of $1685 per child, annually (p < 0.001). CONCLUSION The diagnosis of ACT confers a significant incremental healthcare utilization and healthcare cost burden on children, parents and the healthcare system. With its prevalence in the United States, pediatric tonsillitis accounts for approximately $1.355 billion in incremental healthcare expense and is a significant healthcare utilization concern. LEVEL OF EVIDENCE 2C.
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Affiliation(s)
- Victor M Duarte
- Department of Head and Neck Surgery, David E. Geffen School of Medicine at UCLA, Los Angeles, CA, USA.
| | | | - Nina L Shapiro
- Department of Head and Neck Surgery, David E. Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Neil Bhattacharrya
- Department of Otology and Laryngology, Harvard Medical School, Boston, MA, USA
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Asklöf T, Martikainen J, Kautiainen H, Haanpää M, Kiviranta I, Pohjolainen T. Paid expenditures and productivity costs associated with permanent disability pensions in patients with spinal disorders: Nationwide Finnish Register-based Study, 1990-2010. Eur Spine J 2016; 25:275-81. [PMID: 25632839 DOI: 10.1007/s00586-015-3775-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/06/2014] [Revised: 01/06/2015] [Accepted: 01/19/2015] [Indexed: 10/24/2022]
Abstract
PURPOSE The objective of this study is to present the paid expenditures and productivity costs of disability pensions (DP) due to spinal disorders (SD) in Finland during 1990-2010. METHODS This study is a register-based national study. All new cases aged 20-64 that were granted a DP due to SD were identified from the nationwide register maintained by the Finnish Centre of Pensions. The data included sex, age group, year of the DP decision, main cause of incapacity (diagnosis) leading to permanent DP and yearly paid expenditures for DPs. Annual productivity costs were estimated based on labour force participation rate and the employment rate adjusted gross domestic product. RESULTS A total of 39,107 individuals (18,072 females, 21,035 males) received DPs during the study period. SDs generated 9,372 million euros extra cost during this period due to DP (females 3.5 billion, males 5.9 billion). The total DP expenditures paid increased during the first half of 1990s but decreased during the second half of 1990s (-44.8 %). For degenerative SD cases, the DP expenditure was 5.1 billion €, disc disease 3.5 billion € and for other SDs 0.7 billion €. Males, compared to females, were expected to have a rate 1.22 times greater costs due to DPs. The estimated total annual productivity costs due to SDs have been over six times higher than expenditures paid for DPs per year. The costs of DPs are different compared to occurrence rates due to salary and early retirement age differences between genders. CONCLUSION Despite a significant decrease in DP-associated expenditures due to SDs after 1993, the annual expenditures have stayed on a high level in Finland.
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Wu CM, Kung PT, Li CI, Tsai WC. The difference in medical utilization and associated factors between children and adolescents with and without autism spectrum disorders. Res Dev Disabil 2015; 36C:78-86. [PMID: 25462468 DOI: 10.1016/j.ridd.2014.09.019] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/20/2014] [Accepted: 09/23/2014] [Indexed: 06/04/2023]
Abstract
This study determined differences in health care utilization and health care expenditures between children with and without autism spectrum disorder (ASD) and examined possible reasons for these differences. A retrospective longitudinal study of children aged younger than 18 years both with and without ASD was conducted using the 2008 database of the Ministry of the Interior registry of the disabled persons in tandem with the National Health Insurance Research Database. Propensity score matching for the covariates of age, sex, and parental monthly salary was used to match children at a ratio of 1:3 for observing health care utilization among children with and without ASD from 2008 to 2011. Generalized estimating equation analysis was performed to determine factors that affect health care utilization, such as physician visits, emergency room (ER) visits, hospitalizations, and health care expenditures. After matching was completed, the sample size comprised 3280 children with ASD and 9840 children without ASD. Among the children in the sample, most were boys (86.68%) between the ages of 6-11 years, and the average age of both samples was 9.8 years. After relevant factors were controlled for, the children with ASD yielded an average of 14.2 more annual physician visits and were more likely to visit the ER (OR=1.12, P<.05) or be hospitalized (OR=1.48; P<.05) compared with the children without ASD. Compared with the children without ASD, the children with ASD exhibited higher annual physician visit expenditures (NT$26,580 more), higher ER visit expenditures (NT$50 more), higher hospitalization expenditures (NT$5830 more), and NT$32,460 more total health care expenditures (all P<.05). Significant predictors of health care expenditures among the children with ASD were age, parental monthly salary, and severity of comorbidity. The most common reasons for physician visits or hospitalizations among the children with ASD were psychiatric illnesses, respiratory illnesses, and digestive illnesses. The children without ASD most commonly experienced respiratory, digestive, and nervous system or sense organ illnesses. Health care utilization among children with ASD is higher than that among children without ASD. The results of this study can serve as a reference for governmental agencies enacting relevant health care policies.
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Affiliation(s)
- Ching-Mien Wu
- Department of Healthcare Administration, China Medical University, Taichung, Taiwan, ROC; Department of Accounting, China Medical University Hospital, Taichung, Taiwan, ROC
| | - Pei-Tseng Kung
- Department of Healthcare Administration, Asia University, Taichung, Taiwan, ROC
| | - Chia-Ing Li
- Department of Medical Research, China Medical University Hospital, Taichung, Taiwan, ROC
| | - Wen-Chen Tsai
- Department of Healthcare Administration, China Medical University, Taichung, Taiwan, ROC.
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Lau JS, Adams SH, Boscardin WJ, Irwin CE. Young adults' health care utilization and expenditures prior to the Affordable Care Act. J Adolesc Health 2014; 54:663-71. [PMID: 24702839 PMCID: PMC4142567 DOI: 10.1016/j.jadohealth.2014.03.001] [Citation(s) in RCA: 62] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/03/2014] [Revised: 03/05/2014] [Accepted: 03/05/2014] [Indexed: 11/15/2022]
Abstract
PURPOSE To examine young adults' health care utilization and expenditures prior to the Affordable Care Act. METHODS We used 2009 Medical Expenditure Panel Survey to (1) compare young adults' health care utilization and expenditures of a full-spectrum of health services to children and adolescents and (2) identify disparities in young adults' utilization and expenditures, based on access (insurance and usual source of care) and other sociodemographic factors, including race/ethnicity and income. RESULTS Young adults had (1) significantly lower rates of overall utilization (72%) than other age groups (83%-88%, p < .001), (2) the lowest rate of office-based utilization (55% vs. 67%-77%, p < .001) and (3) higher rate of emergency room visits compared with adolescents (15% vs. 12%, p < .01). Uninsured young adults had high out-of-pocket expenses. Compared with the young adults with private insurance, the uninsured spent less than half on health care ($1,040 vs. $2,150/person, p < .001) but essentially the same out-of-pocket expenses ($403 vs. $380/person, p = .57). Among young adults, we identified significant disparities in utilization and expenditures based on the presence/absence of a usual source of care, race/ethnicity, home language, and sex. CONCLUSIONS Young adults may not be utilizing the health care system optimally by having low rates of office-based visits and high rates of emergency room visits. The Affordable Care Act provision of insurance for those previously uninsured or under-insured will likely increase their utilization and expenditures and lower their out-of-pocket expenses. Further effort is needed to address noninsurance barriers and ensure equal access to health services.
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Affiliation(s)
- Josephine S Lau
- Division of Adolescent and Young Adult Medicine, University of California, San Francisco, California.
| | - Sally H Adams
- Division of Adolescent and Young Adult Medicine, University of California, San Francisco, California
| | - W John Boscardin
- Department of Epidemiology and Biostatistics, University of California, San Francisco, California
| | - Charles E Irwin
- Division of Adolescent and Young Adult Medicine, University of California, San Francisco, California
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Chen J, Vargas-Bustamante A, Mortensen K, Thomas SB. Using quantile regression to examine health care expenditures during the Great Recession. Health Serv Res 2014; 49:705-30. [PMID: 24134797 PMCID: PMC3976194 DOI: 10.1111/1475-6773.12113] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/14/2013] [Indexed: 11/30/2022] Open
Abstract
OBJECTIVE To examine the association between the Great Recession of 2007-2009 and health care expenditures along the health care spending distribution, with a focus on racial/ethnic disparities. DATA SOURCES/STUDY SETTING Secondary data analyses of the Medical Expenditure Panel Survey (2005-2006 and 2008-2009). STUDY DESIGN Quantile multivariate regressions are employed to measure the different associations between the economic recession of 2007-2009 and health care spending. Race/ethnicity and interaction terms between race/ethnicity and a recession indicator are controlled to examine whether minorities encountered disproportionately lower health spending during the economic recession. PRINCIPAL FINDINGS The Great Recession was significantly associated with reductions in health care expenditures at the 10th-50th percentiles of the distribution, but not at the 75th-90th percentiles. Racial and ethnic disparities were more substantial at the lower end of the health expenditure distribution; however, on average the reduction in expenditures was similar for all race/ethnic groups. The Great Recession was also positively associated with spending on emergency department visits. CONCLUSION This study shows that the relationship between the Great Recession and health care spending varied along the health expenditure distribution. More variability was observed in the lower end of the health spending distribution compared to the higher end.
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Affiliation(s)
- Jie Chen
- Address correspondence to Jie Chen, Department of Health Services Administration, School of Public Health, University of Maryland, College Park, 3310A School of Public Health Building, College Park, MD 20742-2611; e-mail:
| | - Arturo Vargas-Bustamante
- Department of Health Services Administration, School of Public Health, University of Maryland, College ParkCollege Park, MD
- Department of Health Policy and Management, Jonathan and Karin Fielding School of Public Health, University of California, Los AngelesLos Angeles, CA
- Department of Health Services Administration, Maryland Center for Health Equity, School of Public Health, University of Maryland, College ParkCollege Park, MD
| | - Karoline Mortensen
- Department of Health Services Administration, School of Public Health, University of Maryland, College ParkCollege Park, MD
- Department of Health Policy and Management, Jonathan and Karin Fielding School of Public Health, University of California, Los AngelesLos Angeles, CA
- Department of Health Services Administration, Maryland Center for Health Equity, School of Public Health, University of Maryland, College ParkCollege Park, MD
| | - Stephen B Thomas
- Department of Health Services Administration, School of Public Health, University of Maryland, College ParkCollege Park, MD
- Department of Health Policy and Management, Jonathan and Karin Fielding School of Public Health, University of California, Los AngelesLos Angeles, CA
- Department of Health Services Administration, Maryland Center for Health Equity, School of Public Health, University of Maryland, College ParkCollege Park, MD
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