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Dong X, Miller NA. The Effects of Medicaid Expansion Under the Affordable Care Act on Health Insurance Coverage, Health Care Access, and Health Care Use for People With Disabilities: A Scoping Review. JOURNAL OF DISABILITY POLICY STUDIES 2022. [DOI: 10.1177/10442073221118124] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
More than 27% of individuals in the U.S. experience a disability. We conducted a scoping review of the literature to examine what is known about the impact of the 2010 Affordable Care Act Medicaid expansion on individuals with disabilities’ health care insurance coverage, health care access, and health care use. We followed the approach of Arskey and O’Malley in conducting our review. Electronic journal databases, hand searching of key health and disability journals, and reference checking were used to identify potential articles for the review. Individuals with disabilities or with conditions that could be disabling were included. The intervention used was the 2010 Affordable Care Act Medicaid expansion. Study eligibility criteria were peer-reviewed studies published in 2014 or later that conducted multivariate analyses of the effect of the Medicaid expansion on people with disabilities’ health insurance coverage, health care access, and health care use. The most consistent finding across studies was that the Medicaid expansion had a positive effect on health insurance coverage. It was generally found to have increased Medicaid coverage and decreased the uninsured rate. Its effect on private or employer-sponsored insurance coverage was a mix of no and negative effects. Findings related to health care access and use of care were more mixed. On a scale of 0 to 8 (highest quality), the quality of individual studies ranged from 2 to 6, with an average across studies of 4.2, the low end of adequate quality. Future studies should develop a more consistent approach to measuring disability and develop a core set of health care access and use measures to facilitate comparisons across studies so as to systematically evaluate the evidence related to the Medicaid expansion.
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Taylor RS, Soliday N, Leitner A, Hunter CW, Staats PS, Li S, Thomson S, Kallewaard JW, Russo M, Duarte RV. Association Between Levels of Functional Disability and Health-Related Quality of Life With Spinal Cord Stimulation for Chronic Pain. Neuromodulation 2022:S1094-7159(22)00650-X. [DOI: 10.1016/j.neurom.2022.04.039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2022] [Revised: 04/12/2022] [Accepted: 04/19/2022] [Indexed: 11/26/2022]
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Guets W, Behera DK. Does disability increase households' health financial risk: evidence from the Uganda demographic and health survey. Glob Health Res Policy 2022; 7:2. [PMID: 34983699 PMCID: PMC8728967 DOI: 10.1186/s41256-021-00235-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Accepted: 12/26/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND In the last few years, there has been a worldwide commitment to protect the vulnerable individuals from higher financial risk through out-of-pocket (OOP) health expenditure. This study examines the influence of disability and socio-demographic factors on households' health financial risks in Uganda. METHODS We used nationally representative cross-sectional data from the Uganda Demographic and Health Survey (UDHS) collected in 2016 by the Uganda Bureau of Statistics (UBOS) in Uganda. We measured financial risk (households' health expenditure) by money paid for health care services. We estimated the "probit" model to investigate the effect of disability on health financial risk. RESULTS A total of 19,305 households were included in this study. Almost 32% of households paid money for health care services access, among which 32% paid through out-of-pocket. Almost 41% of household heads were affected by disability. The majority (73%) of families went to the public sector for health care services. The mean age was 45 years (SD ± 15). We find that disability is significantly associated with the household financial risk (p < 0.01). The private sector's choice for health care services is likely to positively affect the financial risk compared to the public sector (p < 0.01). The wealthier the household was, the more money paid for health service was (p < 0.01). CONCLUSION Our results indicated that disability and household socio-demographic characteristics were associated with health financial risk in Uganda. Identifying families with disability and experiencing difficult living conditions constitute an entry point for health authorities to enhance health coverage progress in low and middle-income countries.
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Affiliation(s)
- Wilfried Guets
- Univ Lyon, Université Lumière Lyon 2, GATE UMR 5824, 69130, Ecully, France.
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Alnijadi AA, Yuan J, Wu J, Li M, Lu ZK. Cost-Related Medication Nonadherence (CRN) on Healthcare Utilization and Patient-Reported Outcomes: Considerations in Managing Medicare Beneficiaries on Antidepressants. Front Pharmacol 2021; 12:764697. [PMID: 34950029 PMCID: PMC8688804 DOI: 10.3389/fphar.2021.764697] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2021] [Accepted: 11/05/2021] [Indexed: 11/25/2022] Open
Abstract
Background: Many patients face a financial burden due to their medications, which may lead to poor health outcomes. The behaviors of non-adherence due to financial difficulties, known as cost-related medication non-adherence (CRN), include taking smaller doses of drugs, skipping doses to make prescriptions last longer, or delaying prescriptions. To date, the prevalence of CRN remains unknown, and there are few studies about the association of CRN on self-reported healthcare utilization (Emergency room (ER) visits and outpatient visits) and self-reported health outcomes (health status and disability status) among older adults taking antidepressants. Objectives: The objectives were to 1) examine the CRN prevalence, and 2) determine the association of CRN on self-reported healthcare utilization and self-reported health outcomes. Methods: This study was a cross-sectional study of a sample of older adults from the Medicare Current Beneficiary Survey (MCBS) who reported having used antidepressants in 2017. Four logistic regressions were implemented to evaluate the association of CRN, and self-reported healthcare utilization and self-reported health outcomes. Results: The study identified 602 participants who were Medicare beneficiaries on antidepressants. The prevalence of CRN among antidepressant users was (16.61%). After controlling for covariates, CRN was associated with poorer self-reported outcomes but not statistically significant: general health status [odds ratio (OR): 0.67; 95% confidence interval (CI): 0.39-1.16] and disability status (OR: 1.34; 95% CI: 0.83-2.14). In addition, CRN was associated with increased outpatient visits (OR: 1.89; 95% CI: 1.19-3.02), but not associated with ER visits (OR: 1.10; 95% CI: 0.69-1.76). Conclusion: For Medicare beneficiaries on antidepressants, CRN prevalence was high and contributed to more outpatient visits. The healthcare provider needs to define the reasoning for CRN and provide solutions to reduce the financial burden on the affected patient. Also, health care providers need to consider the factors that may enhance patient health status and healthcare efficiency.
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Affiliation(s)
- Abdulrahman A. Alnijadi
- Department of Clinical Pharmacy and Outcomes Sciences, University of South Carolina, Columbia, SC, United States
- Department of Pharmacy Practice, College of Clinical Pharmacy, King Faisal University, Al-Ahsa, Saudi Arabia
| | - Jing Yuan
- Department of Clinical Pharmacy and Pharmacy Practice, School of Pharmacy, Fudan University, Shanghai, China
| | - Jun Wu
- Department of Pharmaceutical and Administrative Sciences, Presbyterian College, Clinton, SC, United States
| | - Minghui Li
- Department of Clinical Pharmacy and Translational Science, University of Tennessee Health Science Center, Memphis, TN, United States
| | - Z. Kevin Lu
- Department of Clinical Pharmacy and Outcomes Sciences, University of South Carolina, Columbia, SC, United States
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5
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Gomez NG, Gaspar FW, Thiese MS, Merryweather AS. Trends in incidence and correlation between medical costs and lost workdays for work-related amputations in the State of California from 2007 to 2018. Health Sci Rep 2021; 4:e319. [PMID: 34250271 PMCID: PMC8247939 DOI: 10.1002/hsr2.319] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2021] [Revised: 05/17/2021] [Accepted: 05/24/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Detailed information regarding workers who experience an amputation in the workplace over the last decade is limited. To better understand the financial and functional impact of a work-related amputation, this study quantifies the incidence of work-related amputations in the California workforce from 2007 to 2018 as well as the relationship between medical costs and lost workdays as a function of amputation level. METHODS Workers' compensation claims data from California spanning the years 2007 to 2018 were evaluated to describe trends in amputation incidence (N = 16 931). Quartile values for medical costs, indemnity costs, and lost workdays were reported as a function of amputation level. Correlations were performed between medical costs and lost workdays to examine their relationship. RESULTS The average incidence from 2007 to 2018 was 8.9 (95% CI 8.5, 9.4) amputations per 100 000 workers. There was a significant spike in amputations in 2008. Partial-hand amputations were the most common with 73.3 (95% CI 69.2, 77.7) cases per 1 000 000 workers, and the industry with the highest incidence was construction with 26.0 (95% CI 22.4, 30.0) cases per 100 000 workers. Overall, medical costs were moderately correlated with lost workdays (Spearman's rho = 0.51), and that level of correlation remained relatively consistent across all levels of amputation (Spearman's rho = 0.48-0.62). CONCLUSIONS Amputations represent high medical costs and number of lost workdays. Considering the type of amputation and the industry the injury occurred in is important in order to work toward returning this population to work. Our results present the status of amputations in the California workplace and establish a basis for using medical costs to infer lost work productivity for this population.
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Affiliation(s)
- Nicholas G. Gomez
- Department of Mechanical EngineeringUniversity of UtahSalt Lake CityUtahUSA
| | | | - Matthew S. Thiese
- Department of Family and Preventative Medicine – Rocky Mountain Center for Occupational and Environmental HealthUniversity of UtahSalt Lake CityUtahUSA
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6
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Health Service Utilization and Out-of-Pocket Expenditure Associated with the Continuum of Disability in Vietnam. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph18115657. [PMID: 34070563 PMCID: PMC8199330 DOI: 10.3390/ijerph18115657] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Subscribe] [Scholar Register] [Received: 03/25/2021] [Revised: 04/30/2021] [Accepted: 05/06/2021] [Indexed: 11/17/2022]
Abstract
Reducing the burden of disability is key priority in many countries where the population is aging rapidly. The relationships between disability, health expenditure and economic burden are complex, particularly when disability is recognized as a continuum rather than a dichotomous phenomenon. However, these complex relationships are not adequately addressed in national health policy and management plans in Vietnam. This paper examines the economic consequences of disability across its continuum or levels of severity. Two-part regression models were applied to assess the relationships between disability, health service use and the out-of-pocket expenditure. We found that Vietnamese adults with disabilities had multiple characteristics of vulnerability, e.g., older, less likely to be employed, lower education, and poorer than adults without disabilities. These characteristics are associated with poorer health and higher need of healthcare utilization but, after controlling for these factors, disability still had an independent association with higher health expenditure and greater economic burden at their household (p < 0.05). Our study provides empirical evidence of the economic burden associated across the continuum of disability in Vietnam. Decisive action is critical for protecting persons with disability from medical impoverishment, and such targeted interventions should include those with moderate disability rather than the current focus on severe disability.
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Chinaeke EE, Li M, Love BL, Bookstaver B, Li X, Reeder G, Lu K. Economic impact of comorbid diabetes and associated racial disparities in managing Medicare beneficiaries with human immunodeficiency virus/acquired immune deficiency syndrome (HIV/AIDS). AIDS Care 2020:1-7. [PMID: 33258685 DOI: 10.1080/09540121.2020.1849531] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
Clinical management of human immunodeficiency virus/acquired immune deficiency syndrome (HIV/AIDS) is progressing to include chronic/metabolic complications, which may impose a significant economic burden on beneficiaries and Medicare. We assessed the national economic impact of comorbid Type-II Diabetes Mellitus (T2DM) on HIV/AIDS patients and potential raical disparities. This study was a cross-sectional study of Medicare database 2013-2017. Analytical sample included HIV/AIDS positive beneficiaries continuously enrolled in Part A/B. Total medical costs, prescription costs, inpatient costs, outpatient costs, out-of-pocket (OOP) costs, and Medicare costs were assessed from Medicare claims. Generalized linear models with log-link and gamma distribution were used to examine the impact of T2DM on different costs. A total of 2,509 eligible HIV/AIDS positive beneficiaries were identified of which 19.9% (n=498) had T2DM. After adjusting for covariates, T2DM beneficiaries had higher inpatient costs: 63.34% (95% CI: 42.73%-86.94%), outpatient costs: 50.26% (95% CI: 30.70%-72.75%), Medicare costs: 27.95% (95% CI: 13.81%-43.84%), OOP costs: 59.15% (95% CI: 40.02%-80.92%), and total medical costs: 27.83% (95% CI: 14.27%-43.00%) than non-T2DM beneficiaries. Incremental costs were higher among African Americans than Caucasians. Comorbid T2DM mposes a significant economic burden on HIV/AIDS patients and Medicare, which is higheramong African Americans.
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Affiliation(s)
- Eric E. Chinaeke
- Department of Clinical Pharmacy and Outcomes Sciences (CPOS), University of South Carolina College of Pharmacy, Columbia, SC, USA
| | - Minghui Li
- Department of Clinical Pharmacy and Translational Science, University of Tennessee Health Science Center, Memphis, TN, USA
| | - Bryan L. Love
- Department of Clinical Pharmacy and Outcomes Sciences (CPOS), University of South Carolina College of Pharmacy, Columbia, SC, USA
| | - Brandon Bookstaver
- Department of Clinical Pharmacy and Outcomes Sciences (CPOS), University of South Carolina College of Pharmacy, Columbia, SC, USA
| | - Xiaoming Li
- Department of Health Promotion, Education, and Behavior, Arnold School of Public Health, University of South Carolina, Columbia, SC, USA
| | - Gene Reeder
- Kennedy Pharmacy Innovation Center (KPIC), University of South Carolina College of Pharmacy, Columbia, SC, USA
| | - Kevin Lu
- Department of Clinical Pharmacy and Outcomes Sciences (CPOS), University of South Carolina College of Pharmacy, Columbia, SC, USA
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Disability, food insecurity by nativity, citizenship, and duration. SSM Popul Health 2020; 10:100550. [PMID: 32090167 PMCID: PMC7026296 DOI: 10.1016/j.ssmph.2020.100550] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2019] [Revised: 01/27/2020] [Accepted: 01/30/2020] [Indexed: 01/08/2023] Open
Abstract
Prior research examines the prevalence of either disability or food insecurity among immigrants. We examine whether the presence of a disability operates as a stronger predictor of food insecurity among prime-aged immigrants relative to the US-born. Probit models estimate the relationship of disability with food insecurity among immigrants and distinguish by duration of US residence and citizenship status using nationally representative data from the National Health and Nutrition Examination Survey (NHANES) spanning 1999 to 2014. Descriptively, food insecurity was highest among non-citizen immigrants with longer durations of US residence, compared to non-citizen immigrants with shorter durations and naturalized immigrants. Multivariate results suggest that among Hispanics, the association between disability and food insecurity was stronger among immigrants compared to US-born adults; the disability-food insecurity association varied by an immigrant's duration of US residence and citizenship status. The results emphasize the importance of disaggregating by citizenship status and duration of US residence.
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Doble B, Schofield D, Evans CA, Groza T, Mattick JS, Field M, Roscioli T. Impacts of genomics on the health and social costs of intellectual disability. J Med Genet 2020; 57:479-486. [PMID: 31980565 DOI: 10.1136/jmedgenet-2019-106445] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2019] [Revised: 12/17/2019] [Accepted: 01/03/2020] [Indexed: 11/03/2022]
Abstract
BACKGROUND This study provides an integrated assessment of the economic and social impacts of genomic sequencing for the detection of monogenic disorders resulting in intellectual disability (ID). METHODS Multiple knowledge bases were cross-referenced and analysed to compile a reference list of monogenic disorders associated with ID. Multiple literature searches were used to quantify the health and social costs for the care of people with ID. Health and social expenditures and the current cost of whole-exome sequencing and whole-genome sequencing were quantified in relation to the more common causes of ID and their impact on lifespan. RESULTS On average, individuals with ID incur annual costs in terms of health costs, disability support, lost income and other social costs of US$172 000, accumulating to many millions of dollars over a lifetime. CONCLUSION The diagnosis of monogenic disorders through genomic testing provides the opportunity to improve the diagnosis and management, and to reduce the costs of ID through informed reproductive decisions, reductions in unproductive diagnostic tests and increasingly targeted therapies.
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Affiliation(s)
- Brett Doble
- Garvan Institute of Medical Research, Darlinghurst, New South Wales, Australia .,Programme in Health Services and Systems Research, Duke-NUS Medical School, Singapore
| | - Deborah Schofield
- Garvan Institute of Medical Research, Darlinghurst, New South Wales, Australia.,GenImpact, School of Economics, Faculty of Business and Economics, Macquarie University, Sydney, New South Wales, Australia
| | - Carey-Anne Evans
- Neuroscience Research Australia, Prince of Wales Clinical School, University of New South Wales, Randwick, New South Wales, Australia
| | - Tudor Groza
- Pryzm Health, Gold Coast, Queensland, Australia
| | - John S Mattick
- Garvan Institute of Medical Research, Darlinghurst, New South Wales, Australia.,St Vincent's Clinical School, University of New South Wales, Sydney, New South Wales, Australia
| | - Mike Field
- The Genetics of Learning Disability Service, Waratah, New South Wales, Australia
| | - Tony Roscioli
- Neuroscience Research Australia, Prince of Wales Clinical School, University of New South Wales, Randwick, New South Wales, Australia.,NSW Health Pathology East Laboratory, Prince of Wales Private Hospital, Randwick, New South Wales, Australia
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10
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Abstract
Objective: To describe the relationship between the length of short-term disability (STD) and health care spending. Methods: Medical claims for insured US employees on STD were evaluated to describe the distribution of disability durations and health expenditures across major diagnostic categories and common medical conditions. Correlations between health expenditures and disability durations were examined. Results: The most expensive 10% of cases accounted for more than half of total health spending. The longest 10% of cases accounted for more than one-third of total disability time. Only one-third of the most expensive cases were also among the longest in duration. Disability durations were moderately correlated with medical spending and this relationship was modified by comorbid conditions and age. Conclusion: Psychosocial barriers, in addition to biomedical factors, should be considered to achieve optimal functional outcomes and well-being of patients.
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11
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Ng BP, Shrestha SS, Lanza A, Smith B, Zhang P. Medical Expenditures Associated With Diabetes Among Adult Medicaid Enrollees in Eight States. Prev Chronic Dis 2018; 15:E116. [PMID: 30264691 PMCID: PMC6178897 DOI: 10.5888/pcd15.180148] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Introduction Little information is available on state-specific financial burdens of diabetes in the Medicaid population, yet such information is essential for state Medicaid programs to plan diabetes care and evaluate the benefits of diabetes prevention. We estimated medical expenditures associated with diabetes among adult Medicaid enrollees in 8 states. Methods We analyzed the latest available 2012 CMS Medicaid claims data for 1,193,811 adult enrollees aged 19–64 years in 8 states: Alabama, California, Connecticut, Florida, Illinois, Iowa, New York, and Oklahoma. For each state, we stratified the study population by Medicaid eligibility criteria: disability and nondisability. For each group, we estimated per capita annual medical expenditures on outpatient care, inpatient care, and prescription drugs by using a 2-part model, adjusted for age, sex, race/ethnicity, and comorbidities. We calculated the expenditures associated with diabetes as the difference in predicted expenditures for enrollees with and without diabetes. Analyses were done in 2017. Results For disability-based enrollees, the estimated total per capita annual diabetes expenditures ranged from $6,183 in Alabama to $15,319 in New York (all P < .001). For nondisability-based enrollees, the corresponding estimates ranged from $4,985 in Alabama to $15,366 in New York (all P < .001). The proportion of individual components varied by state and eligibility criteria. Conclusion Medical expenditures associated with diabetes among adults on Medicaid were substantial and varied across studied states. Our estimates can be used by the 8 state Medicaid programs to prepare health care resources needed for diabetes care and assess the financial benefits of diabetes prevention programs.
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Affiliation(s)
- Boon Peng Ng
- Division of Diabetes Translation, Centers for Disease Control and Prevention, 4770 Buford Highway, NE, GA 30341. E-mail:
| | - Sundar S Shrestha
- Division of Diabetes Translation, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Andrew Lanza
- Division of Diabetes Translation, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Bryce Smith
- Division of Diabetes Translation, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Ping Zhang
- Division of Diabetes Translation, Centers for Disease Control and Prevention, Atlanta, Georgia
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12
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Physical Activity and Disability: An Analysis on How Activity Might Lower Medical Expenditures. J Phys Act Health 2018; 15:564-571. [PMID: 29584522 DOI: 10.1123/jpah.2017-0331] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
BACKGROUND This study evaluated the effect of increased physical activity on annual medical expenditures among people with disability, as well as people without disability. METHODS We performed a cross-sectional study with linked national survey data from 2004 to 2013 Medical Expenditure Panel Survey and from 2002 to 2012 National Health Interview Study. We investigated the effect of physical activity on the annual medical expenditures in 2013 US dollars, among people with and without disability who were 18- to 64-year-old adults. RESULTS For people with disability, we found a statistically significant effect (P < .05) of physical activity on annual medical expenditures. Among people without disability, being inactive was associated with higher medical expenditures, compared with being sufficiently active. In our counterfactual analysis, among inactive people with disability, increasing activity to even a low level of activity could potentially save on average $2150.06 (95% confidence interval, 770.39 to 3529.72) annual medical costs. CONCLUSIONS This analysis provides evidence that when an individual with a disability moves from inactive to active, the savings in medical expenditures are substantially larger than the savings for an individual without a disability ($2564.33 vs $393.34). Despite the challenge of participating in physical activity for people with disability, completing "some" activity may have large public health implications.
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13
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Fujiura GT, Li H, Magaña S. Health Services Use and Costs for Americans With Intellectual and Developmental Disabilities: A National Analysis. INTELLECTUAL AND DEVELOPMENTAL DISABILITIES 2018; 56:101-118. [PMID: 29584559 DOI: 10.1352/1934-9556-56.2.101] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/08/2023]
Abstract
Health services and associated costs for adults with intellectual and developmental disabilities (IDD) were nationally profiled and the predictors of high expense users statistically modeled. Using linked data from the National Health Interview Survey and Medical Expenditure Panel Survey for the years 2002 through 2011, the study found a mixed pattern of differences in rates of service use and costs when compared to the general population depending upon personal characteristics, health status, and type of health care service. Prescription medication costs were the primary driver of total health care expenditures for Americans with IDD. The presence of secondary chronic health conditions and poor mental health status were the consistent predictors of high expense users across types of health care. Study results are discussed in terms of implications for more nuanced evaluations of health care costs and need for recurring surveillance of health care for Americans with IDD in the years following passage of the Patient Protection and Affordable Care Act.
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Affiliation(s)
- Glenn T Fujiura
- Glenn T. Fujiura, University of Illinois, Chicago; Henan Li, Brandeis University, and Sandy Magaña, University of Texas
| | - Henan Li
- Glenn T. Fujiura, University of Illinois, Chicago; Henan Li, Brandeis University, and Sandy Magaña, University of Texas
| | - Sandy Magaña
- Glenn T. Fujiura, University of Illinois, Chicago; Henan Li, Brandeis University, and Sandy Magaña, University of Texas
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Kennedy J, Wood EG, Frieden L. Disparities in Insurance Coverage, Health Services Use, and Access Following Implementation of the Affordable Care Act: A Comparison of Disabled and Nondisabled Working-Age Adults. INQUIRY: The Journal of Health Care Organization, Provision, and Financing 2017; 54:46958017734031. [PMID: 29166812 PMCID: PMC5798675 DOI: 10.1177/0046958017734031] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
The objective of this study was to assess trends in health insurance coverage, health service utilization, and health care access among working-age adults with and without disabilities before and after full implementation of the Affordable Care Act (ACA), and to identify current disability-based disparities following full implementation of the ACA. The ACA was expected to have a disproportionate impact on working-age adults with disabilities, because of their high health care usage as well as their previously limited insurance options. However, most published research on this population does not systematically look at effects before and after full implementation of the ACA. As the US Congress considers new health policy reforms, current and accurate data on this vulnerable population are essential. Weighted estimates, trend analyses and analytic models were conducted using the 1998-2016 National Health Interview Surveys (NHIS) and the 2014 Medical Expenditure Panel Survey. Compared with working-age adults without disabilities, those with disabilities are less likely to work, more likely to earn below the federal poverty level, and more likely to use public insurance. Average health costs for this population are 3 to 7 times higher, and access problems are far more common. Repeal of key features of the ACA, like Medicaid expansion and marketplace subsidies, would likely diminish health care access for working-age adults with disabilities.
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Aaron KJ, Colantonio LD, Deng L, Judd SE, Locher JL, Safford MM, Cushman M, Kilgore ML, Becker DJ, Muntner P. Cardiovascular Health and Healthcare Utilization and Expenditures Among Medicare Beneficiaries: The REasons for Geographic And Racial Differences in Stroke (REGARDS) Study. J Am Heart Assoc 2017; 6:JAHA.116.005106. [PMID: 28151403 PMCID: PMC5523785 DOI: 10.1161/jaha.116.005106] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
Background Better cardiovascular health is associated with lower cardiovascular disease risk. Methods and Results We determined the association between cardiovascular health and healthcare utilization and expenditures in the REasons for Geographic And Racial Differences in Stroke (REGARDS) study. We included 6262 participants ≥65 years with Medicare fee‐for‐service coverage for the year after their baseline study visit in 2003‐2007. Cardiovascular health at baseline was assessed using the American Heart Association's Life's Simple 7 (LS7) metric, which includes 7 factors: cigarette smoking, physical activity, diet, body mass index, blood pressure, cholesterol, and glucose. Healthcare utilization and expenditures were ascertained using Medicare claims in the year following baseline. Overall, 17.2%, 31.1%, 29.0%, 16.4% and 6.4% of participants had 0 to 1, 2, 3, 4, and 5 to 7 ideal LS7 factors, respectively. The multivariable‐adjusted relative risk (95% confidence interval [CI]) for having any inpatient and outpatient encounters comparing participants with 5 to 7 versus 0 to 1 ideal LS7 factors were 0.55 (0.39, 0.76) and 1.00 (0.98, 1.02), respectively. Among participants with 0 to 1 and 5 to 7 ideal LS7 factors, mean inpatient expenditures were $3995 and $1250, respectively, mean outpatient expenditures were $5166 and $2853, respectively, and mean total expenditures were $9147 and $4111, respectively. After multivariable adjustment, the mean (95% CI) cost difference comparing participants with 5 to 7 versus 0 to 1 ideal LS7 factors was −$2551 (−$3667, −$1435) for inpatient, −$2410 (−$3089, −$1731) for outpatient, and −$5016 (−$6577, −$3454) for total expenditures. Conclusions Better cardiovascular health is associated with lower risk for inpatient encounters and lower inpatient and outpatient healthcare expenditures.
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Affiliation(s)
- Kristal J Aaron
- Department of Medicine, University of Alabama at Birmingham, AL
| | | | - Luqin Deng
- Department of Epidemiology, University of Alabama at Birmingham, AL
| | - Suzanne E Judd
- Department of Biostatistics, University of Alabama at Birmingham, AL
| | - Julie L Locher
- Department of Medicine, University of Alabama at Birmingham, AL.,Department of Health Care Organization and Policy, University of Alabama at Birmingham, AL
| | - Monika M Safford
- Department of Medicine, University of Alabama at Birmingham, AL.,Department of Medicine, Weill Cornell Medical College, New York, NY
| | - Mary Cushman
- Departments of Medicine and Pathology, Larner College of Medicine, University of Vermont, Burlington, VT
| | - Meredith L Kilgore
- Department of Health Care Organization and Policy, University of Alabama at Birmingham, AL
| | - David J Becker
- Department of Health Care Organization and Policy, University of Alabama at Birmingham, AL
| | - Paul Muntner
- Department of Epidemiology, University of Alabama at Birmingham, AL
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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 PMCID: PMC5072124 DOI: 10.1016/j.dhjo.2016.01.007] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [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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17
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Asthma and asthma-related health care utilization among people without disabilities and people with physical disabilities. Disabil Health J 2016; 9:646-54. [PMID: 27302533 DOI: 10.1016/j.dhjo.2016.05.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2015] [Revised: 03/22/2016] [Accepted: 05/12/2016] [Indexed: 11/21/2022]
Abstract
BACKGROUND Previous research has shown that people with disabilities have higher rates of some chronic diseases and receive poorer disease-specific care than their counterparts without disabilities. Yet, little is known about the relationship between asthma and disability. OBJECTIVE This study examines whether differences in the prevalence of asthma, asthma flare, and asthma-related measures of health care quality, utilization and cost exist among people with physical limitations (PL) and without any limitations. METHODS Data from the 2004-2010 Medical Expenditure Panel Survey were pooled to compare outcomes for working-age adults (18-64) with PL to those with no limitations. RESULTS People with PL had higher rates of asthma (13.8% vs. 5.9%, p < 0.001) and recent asthma flare (52.6% vs. 39.6%, p < 0.001) than people without limitations. There were no differences in health care quality, utilization or cost between people with PL and people without limitations in multivariate analyses. CONCLUSIONS Although there are no differences in asthma-related quality or utilization of health care, people with PL have poorer asthma control than people without limitations. Research is needed to determine what factors (e.g., focus on other acute ailments, perceptions that asthma control cannot improve) are related to this outcome. Future research must also examine differences in asthma severity, and its impact on asthma control and health care-related outcomes, among people with and without disabilities.
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18
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Lee JE, Shin HI, Do YK, Yang EJ. Catastrophic Health Expenditures for Households with Disabled Members: Evidence from the Korean Health Panel. J Korean Med Sci 2016; 31:336-44. [PMID: 26955233 PMCID: PMC4779856 DOI: 10.3346/jkms.2016.31.3.336] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/26/2015] [Accepted: 11/12/2015] [Indexed: 11/20/2022] Open
Abstract
Persons with disabilities use more health care services due to ill health and face higher health care expenses and burden. This study explored the incidence of catastrophic health expenditures of households with persons with disabilities compared to that of those without such persons. We used the Korean Health Panel (KHP) dataset for the years 2010 and 2011. The final sample was 5,610 households; 800 (14.3%) of these were households with a person with a disability and 4,810 (85.7%) were households without such a person. Households with a person with a disability faced higher catastrophic health expenditures, spending about 1.2 to 1.4 times more of their annual living expenditures for out-of-pocket medical expenses, compared to households without persons with disabilities. Households having low economic status and members with chronic disease were more likely to face catastrophic health expenditures, while those receiving public assistance were less likely. Exemption or reduction of out-of-pocket payments in the National Health Insurance and additional financial support are needed so that the people with disabilities can use medical services without suffering financial crisis.
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Affiliation(s)
- Jeong-Eun Lee
- Department of Rehabilitation Medicine, Seoul National University Hospital, Seoul, Korea
| | - Hyung-Ik Shin
- Department of Rehabilitation Medicine, Seoul National University College of Medicine, Seoul, Korea
| | - Young Kyung Do
- Department of Health Policy and Management, Seoul National University College of Medicine, and Institute of Health Policy and Management, Seoul National University Medical Research Center, Seoul, Korea
| | - Eun Joo Yang
- Department of Rehabilitation Medicine, Seoul National University Bundang Hospital, Seongnam, Korea
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19
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Bernard D, Selden T, Yeh S. Financial burdens and barriers to care among nonelderly adults: The role of functional limitations and chronic conditions. Disabil Health J 2015; 9:256-64. [PMID: 26564557 DOI: 10.1016/j.dhjo.2015.09.003] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2015] [Revised: 08/17/2015] [Accepted: 09/27/2015] [Indexed: 11/28/2022]
Abstract
BACKGROUND People with functional limitations and chronic conditions account for the greatest resource use within the health care system. OBJECTIVE To examine financial burdens and barriers to care among nonelderly adults, focusing on the role of functional limitations and chronic conditions. METHODS High financial burden is defined as medical spending exceeding 20 percent of family income. Financial barriers are defined as delaying care/being unable to get care for financial reasons, and reporting that delaying care/going without was a big problem. Data are from the Medical Expenditure Panel Survey (2008-2012). RESULTS Functional limitations are associated with increased prevalence of financial burdens. Among single adults, the frequency of high burdens is 20.3% for those with functional limitations, versus 7.8% for those without. Among those with functional limitations, those with 3 or more chronic conditions are twice as likely to have high burdens compared to those without chronic conditions (22.2% versus 11.1%, respectively). Similar patterns occur among persons in multi-person families whose members have functional limitations and chronic conditions. Having functional limitations and chronic conditions is also strongly associated with financial barriers to care: 40.2% among the uninsured, 21.9% among those with public coverage, and 13.6% among those with private group insurance were unable to get care. CONCLUSIONS Functional limitations and chronic conditions are associated with increased prevalence of burdens and financial barriers in all insurance categories, with the exception that an association between functional limitations and the prevalence of burdens was not observed for public coverage.
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Affiliation(s)
- Didem Bernard
- Agency for Healthcare Research and Quality (AHRQ), USA.
| | - Thomas Selden
- Agency for Healthcare Research and Quality (AHRQ), USA
| | - Susan Yeh
- Johns Hopkins School of Public Health, USA
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20
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Shi J, Wheeler KK, Lu B, Bishai DM, Stallones L, Xiang H. Medical expenditures associated with nonfatal occupational injuries among U.S. workers reporting persistent disabilities. Disabil Health J 2015; 8:397-406. [DOI: 10.1016/j.dhjo.2014.10.004] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2014] [Revised: 09/04/2014] [Accepted: 10/16/2014] [Indexed: 10/24/2022]
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21
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Van der Heyden J, Van Oyen H, Berger N, De Bacquer D, Van Herck K. Activity limitations predict health care expenditures in the general population in Belgium. BMC Public Health 2015; 15:267. [PMID: 25885249 PMCID: PMC4409706 DOI: 10.1186/s12889-015-1607-7] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2014] [Accepted: 03/04/2015] [Indexed: 12/29/2022] Open
Abstract
Background Disability and chronic conditions both have an impact on health expenditures and although they are conceptually related, they present different dimensions of ill-health. Recent concepts of disability combine a biological understanding of impairment with the social dimension of activity limitation and resulted in the development of the Global Activity Limitation Indicator (GALI). This paper reports on the predictive value of the GALI on health care expenditures in relation to the presence of chronic conditions. Methods Data from the Belgian Health Interview Survey 2008 were linked with data from the compulsory national health insurance (n = 7,286). The effect of activity limitation on health care expenditures was assessed via cost ratios from multivariate linear regression models. To study the factors contributing to the difference in health expenditure between persons with and without activity limitations, the Blinder-Oaxaca decomposition method was used. Results Activity limitations are a strong determinant of health care expenditures. People with severe activity limitations (5.1%) accounted for 16.9% of the total health expenditure, whereas those without activity limitations (79.0%), were responsible for 51.5% of the total health expenditure. These observed differences in health care expenditures can to some extent be explained by chronic conditions, but activity limitations also contribute substantially to higher health care expenditures in the absence of chronic conditions (cost ratio 2.46; 95% CI 1.74-3.48 for moderate and 4.45; 95% CI 2.47-8.02 for severe activity limitations). The association between activity limitation and health care expenditures is stronger for reimbursed health care costs than for out-of-pocket payments. Conclusion In the absence of chronic conditions, activity limitations appear to be an important determinant of health care expenditures. To make projections on health care expenditures, routine data on activity limitations are essential and complementary to data on chronic conditions. Electronic supplementary material The online version of this article (doi:10.1186/s12889-015-1607-7) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Johan Van der Heyden
- Department of Public Health and Surveillance, Scientific Institute of Public Health, 14, Juliette Wytsmanstraat, 1050, Brussels, Belgium. .,Department of Public Health, Ghent University, Ghent, Belgium.
| | - Herman Van Oyen
- Department of Public Health and Surveillance, Scientific Institute of Public Health, 14, Juliette Wytsmanstraat, 1050, Brussels, Belgium. .,Department of Public Health, Ghent University, Ghent, Belgium.
| | - Nicolas Berger
- Department of Public Health and Surveillance, Scientific Institute of Public Health, 14, Juliette Wytsmanstraat, 1050, Brussels, Belgium. .,Faculty of Public Health & Policy, London School of Hygiene & Tropical Medicine, London, UK.
| | - Dirk De Bacquer
- Department of Public Health, Ghent University, Ghent, Belgium.
| | - Koen Van Herck
- Department of Public Health, Ghent University, Ghent, Belgium.
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22
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Schimmel Hyde J, Livermore GA. Gaps in Timely Access to Care Among Workers by Disability Status. JOURNAL OF DISABILITY POLICY STUDIES 2014. [DOI: 10.1177/1044207314542005] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The Patient Protection and Affordable Care Act (ACA) is salient for workers with a disability because of their significant health care needs, relatively low incomes, and the complex interactions among work, federal disability benefits, and eligibility for public health insurance. Using data from the 2006–2010 National Health Interview Surveys, in this study, we document the characteristics and health insurance profiles of workers with a disability and consider the extent to which these factors are correlated with the ability to access adequate and timely health care. We find significantly higher rates of reported difficulties accessing timely health care for cost-related and structural reasons among employed adults with self-reported health conditions limiting the ability to work than among their non-work-limited peers, even after controlling for personal characteristics and health insurance coverage. The findings suggest that although the ACA will improve access to health insurance, it remains to be seen whether it will substantially reduce the likelihood that workers with disabilities will experience barriers to health care access relative to their non-disabled peers.
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