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Africa RE, Shabani S, Coblens OM, McKinnon BJ. Trends and postoperative outcomes of thyroidectomy after expansion and rise of health insurance deductibles in the fiscal year. Am J Otolaryngol 2024; 45:104312. [PMID: 38657532 DOI: 10.1016/j.amjoto.2024.104312] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2024] [Accepted: 04/15/2024] [Indexed: 04/26/2024]
Abstract
BACKGROUND The purpose of this study is to evaluate a relationship between expansion of High Deductible Health Plans (HDHPs) and the number of thyroid surgery cases with associated postoperative outcomes in the fiscal year. METHODS Data from TriNetX was used to evaluate the trends in thyroid surgery from 2005 and 2021 between the end of the year (Quarter 4) and the beginning of the year (Quarter 1). Risk of postoperative outcomes were statistically interrogated. RESULTS The average rate of thyroid surgery in cases/year between Quarter 4 and Quarter 1 was similar after expansion of HDHPs (152; 146; p = 0.64). There was no increased risk of postoperative complications. The rate of surgery decreased significantly for patients with Medicare after implementation of the revised American Thyroid Association (ATA) guidelines (Quarter 4: p = 0.03; Quarter 1: p = 0.02). CONCLUSIONS Patients are less likely to delay thyroid surgery at the end of the year despite higher deductibles.
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Affiliation(s)
- Robert E Africa
- Department of Otolaryngology-Head and Neck Surgery, University of Texas Medical Branch, Galveston, TX 77555, USA.
| | - Sepehr Shabani
- Department of Otolaryngology-Head and Neck Surgery, University of Texas Medical Branch, Galveston, TX 77555, USA
| | - Orly M Coblens
- Department of Otolaryngology-Head and Neck Surgery, University of Texas Medical Branch, Galveston, TX 77555, USA
| | - Brian J McKinnon
- Department of Otolaryngology-Head and Neck Surgery, University of Texas Medical Branch, Galveston, TX 77555, USA
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McCoy RG, Swarna KS, Jiang DH, Van Houten HK, Chen J, Davis EM, Herrin J. Enrollment in High-Deductible Health Plans and Incident Diabetes Complications. JAMA Netw Open 2024; 7:e243394. [PMID: 38517436 PMCID: PMC10960199 DOI: 10.1001/jamanetworkopen.2024.3394] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/28/2023] [Accepted: 01/25/2024] [Indexed: 03/23/2024] Open
Abstract
Importance Preventing diabetes complications requires monitoring and control of hyperglycemia and cardiovascular risk factors. Switching to high-deductible health plans (HDHPs) has been shown to hinder aspects of diabetes care; however, the association of HDHP enrollment with microvascular and macrovascular diabetes complications is unknown. Objective To examine the association between an employer-required switch to an HDHP and incident complications of diabetes. Design, Setting, and Participants This retrospective cohort study used deidentified administrative claims data for US adults with diabetes enrolled in employer-sponsored health plans between January 1, 2010, and December 31, 2019. Data analysis was performed from May 26, 2022, to January 2, 2024. Exposures Adults with a baseline year of non-HDHP enrollment who had to switch to an HDHP because their employer offered no non-HDHP alternative in that year were compared with adults who were continuously enrolled in a non-HDHP. Main Outcomes and Measures Mixed-effects logistic regression models examined the association between switching to an HDHP and, individually, the odds of myocardial infarction, stroke, hospitalization for heart failure, lower-extremity complication, end-stage kidney disease, proliferative retinopathy, treatment for retinopathy, and blindness. Models were adjusted for demographics, comorbidities, and medications, with inverse propensity score weighting used to account for potential selection bias. Results The study included 42 326 adults who switched to an HDHP (mean [SD] age, 52 [10] years; 19 752 [46.7%] female) and 202 729 adults who did not switch (mean [SD] age, 53 [10] years; 89 828 [44.3%] female). Those who switched to an HDHP had greater odds of experiencing all diabetes complications (odds ratio [OR], 1.11; 95% CI, 1.06-1.16 for myocardial infarction; OR, 1.15; 95% CI, 1.09-1.21 for stroke; OR, 1.35; 95% CI, 1.30-1.41 for hospitalization for heart failure; OR, 2.53; 95% CI, 2.38-2.70 for end-stage kidney disease; OR, 2.23; 95% CI, 2.17-2.29 for lower-extremity complication; OR, 1.17; 95% CI, 1.13-1.21 for proliferative retinopathy; OR, 2.35; 95% CI, 2.18-2.54 for blindness; and OR, 2.28; 95% CI, 2.15-2.41 for retinopathy treatment). Conclusions and Relevance This study found that an employer-driven switch to an HDHP was associated with increased odds of experiencing all diabetes complications. These findings reinforce the potential harm associated with HDHPs for people with diabetes and the importance of affordable and accessible chronic disease management, which is hindered by high out-of-pocket costs incurred by HDHPs.
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Affiliation(s)
- Rozalina G. McCoy
- Division of Endocrinology, Diabetes, and Nutrition, Department of Medicine, University of Maryland School of Medicine, Baltimore
- University of Maryland Institute for Health Computing, Bethesda
- Division of Gerontology, Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore
- Department of Health Policy and Management, University of Maryland School of Public Health, College Park
- OptumLabs, Eden Prairie, Minnesota
| | - Kavya S. Swarna
- OptumLabs, Eden Prairie, Minnesota
- Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota
| | | | - Holly K. Van Houten
- OptumLabs, Eden Prairie, Minnesota
- Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota
| | - Jie Chen
- Department of Health Policy and Management, University of Maryland School of Public Health, College Park
| | - Esa M. Davis
- University of Maryland Institute for Health Computing, Bethesda
- Department of Family and Community Medicine, University of Maryland School of Medicine, Baltimore
| | - Jeph Herrin
- Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut
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Wharam JF, Argetsinger S, Lakoma M, Zhang F, Ross-Degnan D. Acute Diabetes Complications After Transition to a Value-Based Medication Benefit. JAMA HEALTH FORUM 2024; 5:e235309. [PMID: 38334992 PMCID: PMC10858396 DOI: 10.1001/jamahealthforum.2023.5309] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2023] [Accepted: 12/07/2023] [Indexed: 02/10/2024] Open
Abstract
Importance The association of value-based medication benefits with diabetes health outcomes is uncertain. Objective To assess the association of a preventive drug list (PDL) value-based medication benefit with acute, preventable diabetes complications. Design, Setting, and Participants This cohort study used a controlled interrupted time series design and analyzed data from a large, national, commercial health plan from January 1, 2004, through June 30, 2017, for patients with diabetes aged 12 to 64 years enrolled through employers that adopted PDLs (intervention group) and matched and weighted members with diabetes whose employers did not adopt PDLs (control group). All participants were continuously enrolled and analyzed for 1 year before and after the index date. Subgroup analysis assessed patients with diabetes living in lower-income and higher-income neighborhoods. Data analysis was performed between August 19, 2020, and December 1, 2023. Exposure At the index date, intervention group members experienced employer-mandated enrollment in a PDL benefit that was added to their follow-up year health plan. This benefit reduced out-of-pocket costs for common cardiometabolic drugs, including noninsulin antidiabetic agents and insulin. Matched control group members continued to have cardiometabolic medications subject to deductibles or co-payments at follow-up. Main Outcomes and Measures The primary outcome was acute, preventable diabetes complications (eg, bacterial infections, neurovascular events, acute coronary disease, and diabetic ketoacidosis) measured as complication days per 1000 members per year. Intermediate measures included the proportion of days covered by and higher use (mean of 1 or more 30-day fills per month) of antidiabetic agents. Results The study 10 588 patients in the intervention group (55.2% male; mean [SD] age, 51.1 [10.1] years) and 690 075 patients in the control group (55.2% male; mean [SD] age, 51.1 [10.1] years) after matching and weighting. From baseline to follow-up, the proportion of days covered by noninsulin antidiabetic agents increased by 4.7% (95% CI, 3.2%-6.2%) in the PDL group and by 7.3% (95% CI, 5.1%-9.5%) among PDL members from lower-income areas compared with controls. Higher use of noninsulin antidiabetic agents increased by 11.3% (95% CI, 8.2%-14.5%) in the PDL group and by 15.2% (95% CI, 10.6%-19.8%) among members of the PDL group from lower-income areas compared with controls. The PDL group experienced an 8.4% relative reduction in complication days (95% CI, -13.9% to -2.8%; absolute reduction, -20.2 [95% CI, -34.3 to -6.2] per 1000 members per year) compared with controls from baseline to follow-up, while PDL members residing in lower-income areas had a 10.2% relative reduction (95% CI, -17.4% to -3.0%; absolute, -26.1 [95% CI, -45.8 to -6.5] per 1000 members per year). Conclusions and Relevance In this cohort study, acute, preventable diabetes complication days decreased by 8.4% in the overall PDL group and by 10.2% among PDL members from lower-income areas compared with the control group. The results may support a strategy of incentivizing adoption of targeted cost-sharing reductions among commercially insured patients with diabetes and lower income to enhance health outcomes.
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Affiliation(s)
- J. Franklin Wharam
- Department of Medicine, Duke University, Durham, North Carolina
- Duke-Margolis Center for Health Policy, Durham, North Carolina
- Department of Population Medicine, Harvard Pilgrim Health Care Institute and Harvard Medical School, Boston, Massachusetts
| | - Stephanie Argetsinger
- Department of Population Medicine, Harvard Pilgrim Health Care Institute and Harvard Medical School, Boston, Massachusetts
| | - Matthew Lakoma
- Department of Population Medicine, Harvard Pilgrim Health Care Institute and Harvard Medical School, Boston, Massachusetts
| | - Fang Zhang
- Department of Population Medicine, Harvard Pilgrim Health Care Institute and Harvard Medical School, Boston, Massachusetts
| | - Dennis Ross-Degnan
- Department of Population Medicine, Harvard Pilgrim Health Care Institute and Harvard Medical School, Boston, Massachusetts
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Africa RE, Quinlan BP, McKinnon BJ. An Investigation of the Impact of Expanding High-Deductible Health Plans on Patient Decision for Cochlear Implant Surgery and Postoperative Outcomes. Otol Neurotol 2024; 45:46-51. [PMID: 38085761 DOI: 10.1097/mao.0000000000004063] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2023]
Abstract
HYPOTHESIS After the expansion of high deductibles, patients will delay cochlear implant (CI) surgery to the end of the year, and the risk of postoperative known risks will increase. BACKGROUND The Affordable Care Act was associated with increased enrollment in high-deductible health plans (HDHPs), which resulted in rising health insurance deductibles. Health insurance plans can cover a patient's cost of healthcare once the deductible is met. Patients have been shown to be economic rational decision makers and make decisions based on cost rather than health. They wait for their deductible to be met, typically at the end of the year, then proceed to have costly care. The goal of this study was to evaluate the impact of rising health insurance deductibles on the rate and postoperative outcomes of cochlear implantation and to assess changes by the Tax Cuts and Jobs Act. METHODS TriNetX was used to accumulate summary data on patients who obtained a CI between 2005 and 2022 at the beginning (quarter 1) and the end of the year (quarter 4) from the electronic medical records of 75 healthcare organizations. The trends in average rate of cochlear implantation and resultant postoperative known risks or complications were statistically evaluated. RESULTS After expansion of HDHPs, the rate of cochlear implantation between quarter 4 (19 cases per year) and quarter 1 (17 cases/year) was similar (p = 0.18). For all patient groups, the case volume significantly increased. Between quarter 4 and quarter 1, postoperative tinnitus was more common in the beginning of the year (risk ratio, 0.68; 95% confidence interval, 0.46-0.99). CONCLUSIONS The number of patients receiving CIs significantly increased despite the expansion of HDHPs. Tinnitus was a rare postoperative known risk in the beginning of the year. Patients are less likely concerned about cost of CI surgery because of the impact of hearing loss on quality of life.
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Affiliation(s)
| | | | - Brian J McKinnon
- Department of Otolaryngology-Head and Neck Surgery, University of Texas Medical Branch, Galveston, Texas
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Galbraith AA, Faugno E, Cripps LA, Przywara KM, Wright DR, Gilkey MB. "You Have to Rob Peter to Pay Paul So Your Kid Can Breathe": Using Qualitative Methods to Characterize Trade-Offs and Economic Impact of Asthma Care Costs. Med Care 2023; 61:S95-S103. [PMID: 37963027 PMCID: PMC10635333 DOI: 10.1097/mlr.0000000000001914] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2023]
Abstract
BACKGROUND Economic analyses often focus narrowly on individual patients' health care use, while overlooking the growing economic burden of out-of-pocket costs for health care on other family medical and household needs. OBJECTIVE The aim of this study was to explore intrafamilial trade-offs families make when paying for asthma care. RESEARCH DESIGN In 2018, we conducted telephone interviews with 59 commercially insured adults who had asthma and/or had a child with asthma. We analyzed data qualitatively via thematic content analysis. PARTICIPANTS Our purposive sample included participants with high-deductible and no/low-deductible health plans. We recruited participants through a national asthma advocacy organization and a large nonprofit regional health plan. MEASURES Our semistructured interview guide explored domains related to asthma adherence and cost burden, cost management strategies, and trade-offs. RESULTS Participants reported that they tried to prioritize paying for asthma care, even at the expense of their family's overall financial well-being. When facing conflicting demands, participants described making trade-offs between asthma care and other health and nonmedical needs based on several criteria: (1) short-term needs versus longer term financial health; (2) needs of children over adults; (3) acuity of the condition; (4) effectiveness of treatment; and (5) availability of lower cost alternatives. CONCLUSIONS Our findings suggest that cost-sharing for asthma care often has negative financial consequences for families that traditional, individually focused economic analyses are unlikely to capture. This work highlights the need for patient-centered research to evaluate the impact of health care costs at the family level, holistically measuring short-term and long-term family financial outcomes that extend beyond health care use alone.
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Affiliation(s)
- Alison A. Galbraith
- Boston Medical Center and Boston University Chobanian & Avedisian School of Medicine
- Harvard Medical School & Harvard Pilgrim Health Care Institute, Boston, MA
| | - Elena Faugno
- Harvard Medical School & Harvard Pilgrim Health Care Institute, Boston, MA
| | - Lauren A. Cripps
- Harvard Medical School & Harvard Pilgrim Health Care Institute, Boston, MA
| | | | - Davene R. Wright
- Harvard Medical School & Harvard Pilgrim Health Care Institute, Boston, MA
| | - Melissa B. Gilkey
- Department of Health Behavior, University of North Carolina, Chapel Hill, NC
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Huguet N, Hodes T, Liu S, Marino M, Schmidt TD, Voss RW, Peak KD, Quiñones AR. Impact of Health Insurance Patterns on Chronic Health Conditions Among Older Patients. J Am Board Fam Med 2023; 36:839-850. [PMID: 37704394 PMCID: PMC10662026 DOI: 10.3122/jabfm.2023.230106r1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Revised: 05/25/2023] [Accepted: 06/05/2023] [Indexed: 09/15/2023] Open
Abstract
BACKGROUND Patients have varying levels of chronic conditions and health insurance patterns as they become Medicare age-eligible. Understanding these dynamics will inform policies and reforms that direct capacity and resources for primary care clinics to care for these aging patients. This study 1) determined changes in chronic condition rates following Medicare age eligibility among patients with different insurance patterns and 2) estimated the number of chronically ill patients who remain inadequately insured post-Medicare eligibility among patients receiving care in community health centers. METHOD We used retrospective electronic health record data from 45,527 patients aged 62 to 68 from 990 community health centers in 25 states in 2014 to 2019. Insurance patterns (continuously insured, continuously uninsured, uninsured/discontinuously insured who gained insurance after age 65, lost insurance after age 65, discontinuously insured) and diagnosis of chronic conditions were defined at each visit pre- and post-Medicare eligibility. Difference-in-differences Poisson GEE models estimated changes of chronic condition rates by insurance groups pre- to post-Medicare age eligibility. RESULTS Post-Medicare eligibility, 72% patients were continuously insured, 14% gained insurance; and 14% were uninsured or discontinuously insured. The prevalence of multimorbidity (≥2 chronic conditions) was 77%. Those who gained insurance had a significantly larger increase in the rate of documented chronic conditions from pre- to post-Medicare (DID: 1.06, 95%CI:1.05-1.07) compared with the continuously insured group. CONCLUSIONS Post-Medicare age eligibility, a significant proportion of patients were diagnosed with new conditions leading to high burden of disease. One in 4 older adults continue to have inadequate health care coverage in their older age.
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Affiliation(s)
- Nathalie Huguet
- Department of Family Medicine, Oregon Health & Science University, Portland, OR
| | - Tahlia Hodes
- Department of Family Medicine, Oregon Health & Science University, Portland, OR
| | - Shuling Liu
- Department of Family Medicine, Oregon Health & Science University, Portland, OR
| | - Miguel Marino
- Department of Family Medicine, Oregon Health & Science University, Portland, OR
- OHSU-PSU School of Public Health, Oregon Health & Science University, Portland, OR
| | | | | | - Katherine D. Peak
- Department of Family Medicine, Oregon Health & Science University, Portland, OR
| | - Ana R. Quiñones
- Department of Family Medicine, Oregon Health & Science University, Portland, OR
- OHSU-PSU School of Public Health, Oregon Health & Science University, Portland, OR
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Despard M, Hageman SA, Ahmad M. Fintech and medical expenses: What social workers should know. SOCIAL WORK IN HEALTH CARE 2023; 62:93-106. [PMID: 36966564 DOI: 10.1080/00981389.2023.2191656] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/30/2022] [Accepted: 03/08/2023] [Indexed: 06/18/2023]
Abstract
Individuals who cannot afford out of pocket medical expenses may reduce health care use, resulting in poorer health outcomes. To ease the situation, employers turn to financial technology ("fintech") health care credit applications. We examine whether an employer-sponsored credit fintech application (MedPut) helps employees manage medical expenses. Results of the analysis of variance (ANOVA) and probit regression models reveal MedPut users did worse financially and delayed health care due to cost more often than employees who did not use MedPut. Results may inform social work policy and direct practice perspectives on fin-tech and medical expenses.
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Affiliation(s)
- Mathieu Despard
- Department of Social Work, University of North Carolina, Greensboro, North Carolina, United States
| | - Sally A Hageman
- Sociology, Social Work and Criminology, Idaho State University, Pocatello, Idaho, United States
| | - Maudia Ahmad
- Sociology and Social Work, North Carolina State Agriculture & Technology University, Greensboro, North Carolina, United States
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Africa RE, Westenhaver ZK, Zimmerer RE, McKinnon BJ. Analysis of Postoperative Outcomes and Economic Behavior Trends of Tympanoplasty and Mastoidectomy With Expansion of High Deductible Health Plans. Otol Neurotol 2023; 44:e160-e165. [PMID: 36728473 DOI: 10.1097/mao.0000000000003788] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
HYPOTHESIS With rising deductibles, patients will delay ear surgeries toward the end of the year, and there will be an increase in postoperative complications. BACKGROUND The Affordable Care Act (ACA), passed on March 23, 2010, expanded high deductible health plans. The deductible can provide support for patients with high medical costs, but high deductibles deter patients from seeking necessary preventive health care and having elective procedures. Patients may defer care toward the end of the year until the deductible is met. The purpose of this study is to evaluate the relationship between expanding high deductible health plans and the repeal of the ACA's individual mandate on December 22, 2017, with the economic behavior trends of tympanoplasty and mastoidectomy in the fiscal year and surgical outcomes. METHODS TriNetX was used to obtain summary statistics of patients who had tympanoplasty and/or mastoidectomy from 58 health care organizations. TriNetX is a global federated database that contains de-identified patient data from the electronic medical records of participating health care institutions. This study evaluated the trends in ear surgeries from 2005 to 2021 in the fiscal quarters 1 and 4. Relative risk of developing postoperative complications was statistically interrogated. RESULTS The average rate of ear surgeries measured in cases/year was higher in Quarter 4 than in Quarter 1 after the expansion of higher deductible health plans (180; 124; p < 0.0001). After the repeal of the ACA's individual mandate, the rate of ear surgeries in Quarter 4 significantly decreased compared to post-ACA (-3.7; 287; p = 0.0002). No statistically significant differences were notable in postoperative complications. CONCLUSIONS The expansion of high deductible health plans with a rise in deductibles is associated with an increase in ear surgeries toward the end of the year. The repeal of the ACA's individual mandate is associated with a decreased rate of ear surgeries compared to post-ACA implementation. Despite financial concern, there was no increase in postoperative complications toward the end of the year.
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Affiliation(s)
| | | | | | - Brian J McKinnon
- Department of Otolaryngology-Head and Neck Surgery University of Texas Medical Branch, Galveston, TX
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Jotte A, Vander Kooi W, French DD. Factors Associated with Annual Vision Screening in Diabetic Adults: Analysis of the 2019 National Health Interview Survey. Clin Ophthalmol 2023; 17:613-621. [PMID: 36843957 PMCID: PMC9946010 DOI: 10.2147/opth.s402082] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Accepted: 02/09/2023] [Indexed: 02/20/2023] Open
Abstract
Purpose To determine the association(s) between receiving an annual eye exam and various economic, social, and geographic factors assessed in the 2019 National Health Interview Survey (NHIS) among adults with diabetes. Patients and Methods Data from adults 18 years of age and older relevant to self-reported non-gestational diabetes diagnosis and eye exam within the last 12 months were extracted from the 2019 NHIS dataset. A multivariate logistic regression model was used to determine associations between receiving an eye exam in the preceding 12 months and various economic, insurance-related, geographic, and social factors. Outcomes were reported as odds ratios (OR) with 95% confidence intervals (CI). Results Among diabetic adults in the US, receiving an eye exam within the last 12 months was significantly associated with female sex (OR 1.29; 95% CI 1.05-1.58), residence in the Midwestern United States (OR 1.39; 95% CI 1.01-1.92), use of Veteran's Health Administration healthcare (OR 2.15; 95% CI 1.34-3.44), having a usual place to go for healthcare (OR 3.89; 95% CI 2.16-7.01), and the use of Private, Medicare Advantage, or other insurance (OR 3.66; 95% CI 2.42-5.53), use of Medicare only excluding Medicare Advantage (OR 3.18; 95% CI 1.95-5.30), dual eligibility for Medicare and Medicaid (OR 3.88; 95% CI 2.21-6.79), and use of Medicaid and other public health insurance (OR 3.04; 95% CI 1.89-4.88) compared to those without insurance. An educational attainment of less than high school (OR 0.66; 95% CI 0.48-0.92), and an educational attainment of high school or GED without any college (OR 0.62; 95% CI 0.47-0.81) reduced the odds of having an annual eye exam. Conclusion Economic, social, and geographic factors are associated with diabetic adults receiving an annual eye exam.
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Affiliation(s)
- Alec Jotte
- Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | | | - Dustin D French
- Feinberg School of Medicine, Northwestern University, Chicago, IL, USA,Departments of Ophthalmology and Medical Social Sciences, Northwestern University, Chicago, IL, USA,Center for Health Services and Outcomes Research, Northwestern University, Chicago, IL, USA,Veterans Affairs Health Services Research and Development Service, Chicago, IL, USA,Correspondence: Dustin D French, 645 N. Michigan Ave., Suite 440, Chicago, IL, 60611, USA, Tel +1 312 503 5590, Fax +1 312 503 8152, Email
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Jiang DH, Herrin J, Van Houten HK, McCoy RG. Evaluation of High-Deductible Health Plans and Acute Glycemic Complications Among Adults With Diabetes. JAMA Netw Open 2023; 6:e2250602. [PMID: 36662531 PMCID: PMC9860518 DOI: 10.1001/jamanetworkopen.2022.50602] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/26/2022] [Accepted: 11/20/2022] [Indexed: 01/21/2023] Open
Abstract
Importance Optimal diabetes care requires regular monitoring and care to maintain glycemic control. How high-deductible health plans (HDHPs), which reduce overall spending but may impede care by increasing out-of-pocket expenses, are associated with risks of severe hypoglycemia and hyperglycemia is unknown. Objective To examine the association between an employer-forced switch to HDHP and severe hypoglycemia and hyperglycemia. Design, Setting, and Participants This retrospective cohort study used deidentified administrative claims data for privately insured adults with diabetes from a single insurance carrier with multiple plans across the US between January 1, 2010, and December 31, 2018. Analyses were conducted between May 15, 2020, and November 3, 2022. Exposures Patients with 1 baseline year of enrollment in a non-HDHP whose employers subsequently forced a switch to an HDHP were compared with patients who did not switch. Main Outcomes and Measures Mixed-effects logistic regression models were used to examine the association between switching to an HDHP and the odds of severe hypoglycemia and hyperglycemia (ascertained using diagnosis codes in emergency department [ED] visits and hospitalizations), adjusting for patient age, sex, race and ethnicity, region, income, comorbidities, glucose-lowering medications, baseline ED and hospital visits for hypoglycemia and hyperglycemia, and baseline deductible amount, and applying inverse propensity score weighting to account for potential treatment selection bias. Results The study population was composed of 42 326 patients who switched to an HDHP (mean [SD] age: 52 [10] years, 19 752 [46.7%] women, 7375 [17.4%] Black, 5740 [13.6%] Hispanic, 26 572 [62.8%] non-Hispanic White) and 202 729 patients who did not switch (mean [SD] age, 53 [10] years, 89 828 [44.3%] women, 29 551 [14.6%] Black, 26 689 [13.2%] Hispanic, 130 843 [64.5%] non-Hispanic White). When comparing all study years, switching to an HDHP was not associated with increased odds of experiencing at least 1 hypoglycemia-related ED visit or hospitalization (OR, 1.01 [95% CI, 0.95-1.06]; P = .85), but each year of HDHP enrollment did increase these odds by 2% (OR, 1.02 [95% CI, 1.00-1.04]; P = .04). In contrast, switching to an HDHP did significantly increase the odds of experiencing at least 1 hyperglycemia-related ED visit or hospitalization (OR, 1.25 [95% CI, 1.11-1.42]; P < .001), with each year of HDHP enrollment increasing the odds by 5% (OR, 1.05 [95% CI, 1.01-1.09]; P = .02). Conclusions and Relevance In this cohort study, employer-forced switching to an HDHP was associated with increased odds of potentially preventable acute diabetes complications, potentially because of delayed or deferred care. These findings suggest that employers should be more judicious in their health plan offerings, and health plans and policy makers should consider allowing preventive and high-value services to be exempt from deductible requirements.
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Affiliation(s)
- David H. Jiang
- Division of Health Care Delivery Research, Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota
| | - Jeph Herrin
- Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut
| | - Holly K. Van Houten
- Division of Health Care Delivery Research, Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota
| | - Rozalina G. McCoy
- Division of Health Care Delivery Research, Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota
- Division of Community Internal Medicine, Geriatrics, and Palliative Care, Department of Medicine, Mayo Clinic, Rochester, Minnesota
- OptumLabs, Eden Prairie, Minnesota
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Doty ME, Gil LA, Cooper JN. Association between high deductible health plan coverage and age at pediatric umbilical hernia repair. WORLD JOURNAL OF PEDIATRIC SURGERY 2023; 6:e000526. [PMID: 36969906 PMCID: PMC10030914 DOI: 10.1136/wjps-2022-000526] [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: 11/02/2022] [Accepted: 02/20/2023] [Indexed: 03/29/2023] Open
Abstract
Background High deductible health plans (HDHPs) are associated with the avoidance of both necessary and unnecessary healthcare. Umbilical hernia repair (UHR) is a procedure that is frequently unnecessarily performed in young children, contrary to best practice guidelines. We hypothesized that children with HDHPs, as compared with other types of commercial health plans, are less likely to undergo UHR before 4 years of age but are also more likely to have UHR delayed beyond 5 years of age. Methods Children aged 0-18 years old residing in metropolitan statistical areas (MSAs) who underwent UHR in 2012-2019 were identified in the IBM Marketscan Commercial Claims and Encounters Database. A quasi-experimental study design using MSA/year-level HDHP prevalence among children as an instrumental variable was employed to account for selection bias in HDHP enrollment. Two-stage least squares regression modeling was used to evaluate the association between HDHP coverage and age at UHR. Results A total of 8601 children were included (median age 5 years, IQR 3-7). Univariable analysis revealed no differences between the HDHP and non-HDHP groups in the likelihood of UHR being performed before 4 years of age (27.7% vs 28.7%, p=0.37) or after 5 years of age (39.8% vs 38.9%, p=0.52). Geographical region, metropolitan area size, and year were associated with HDHP enrollment. Instrumental variable analysis demonstrated no association between HDHP coverage and undergoing UHR at <4 years of age (p=0.76) or >5 years of age (p=0.87). Conclusions HDHP coverage is not associated with age at pediatric UHR. Future studies should investigate other means by which UHRs in young children can be avoided.
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Affiliation(s)
- Morgan E Doty
- The Ohio State University College of Medicine, Columbus, Ohio, USA
| | - Lindsay A Gil
- Department of Surgery, Nationwide Children’s Hospital, The Ohio State University, Columbus, Ohio, USA
| | - Jennifer N Cooper
- Department of Pediatrics, Nationwide Children’s Hospital, The Ohio State University, Columbus, Ohio, USA
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12
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Gaffney AW. A Medical and Moral Imperative: Testimony for the U.S. Senate Budget Committee "Medicare for All" Hearing. INTERNATIONAL JOURNAL OF HEALTH SERVICES : PLANNING, ADMINISTRATION, EVALUATION 2022; 52:492-500. [PMID: 36052410 DOI: 10.1177/00207314221122650] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
On May 12, 2022, Senator Bernie Sanders held a hearing in the U.S. Senate Budget Committee on Medicare for All legislation. These were the first such hearings in the U.S. Senate. In testimony presented to the Budget Committee, I argued that the achievement of Medicare for All was a medical and moral imperative. I explored the problem of uninsurance, noting that 30 million Americans remain uninsured at a cost of more than 30,000 deaths annually. I contended that improving the quality of coverage was equally crucial, describing how some 41 million Americans remain underinsured at a grave cost to their health and financial wellbeing. Finally, I examined the economics of Medicare for All reform, and showed how the reduction of the enormous administrative waste in American healthcare could save hundreds of billions of dollars a year. Medicare for All, I concluded, is the one health reform that could expand and improve coverage for all while simultaneously controlling costs.
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Affiliation(s)
- Adam W Gaffney
- 2193Department of Medicine, Cambridge Health Alliance, Cambridge, Massachusetts, USA
- 1811Harvard Medical School, Boston MA, USA
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13
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Wharam JF, Wallace J, Argetsinger S, Zhang F, Lu CY, Stryjewski TP, Ross-Degnan D, Newhouse JP. Diabetes Microvascular Disease Diagnosis and Treatment After High-Deductible Health Plan Enrollment. Diabetes Care 2022; 45:1754-1761. [PMID: 34588211 PMCID: PMC9346988 DOI: 10.2337/dc21-0407] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/18/2021] [Accepted: 09/01/2021] [Indexed: 02/03/2023]
Abstract
OBJECTIVE The Affordable Care Act mandates that primary preventive services have no out-of-pocket costs but does not exempt secondary prevention from out-of-pocket costs. Most commercially insured patients with diabetes have high-deductible health plans (HDHPs) that subject key microvascular disease-related services to high out-of-pocket costs. Brief treatment delays can significantly worsen microvascular disease outcomes. RESEARCH DESIGN AND METHODS This cohort study used a large national commercial (and Medicare Advantage) health insurance claims data set to examine matched groups before and after an insurance design change. The study group included 50,790 patients with diabetes who were continuously enrolled in low-deductible (≤$500) health plans during a baseline year, followed by up to 4 years in high-deductible (≥$1,000) plans after an employer-mandated switch. HDHPs had low out-of-pocket costs for nephropathy screening but not retinopathy screening. A matched control group included 335,178 patients with diabetes who were contemporaneously enrolled in low-deductible plans. Measures included time to first detected microvascular disease screening, severe microvascular disease diagnosis, vision loss diagnosis/treatment, and renal function loss diagnosis/treatment. RESULTS HDHP enrollment was associated with relative delays in retinopathy screening (0.7 months [95% CI 0.4, 1.0]), severe retinopathy diagnosis (2.9 months [0.5, 5.3]), and vision loss diagnosis/treatment (3.8 months [1.2, 6.3]). Nephropathy-associated measures did not change to a statistically significant degree among HDHP members relative to control subjects at follow-up. CONCLUSIONS People with diabetes in HDHPs experienced delayed retinopathy diagnosis and vision loss diagnosis/treatment of up to 3.8 months compared with low-deductible plan enrollees. Findings raise concerns about visual health among HDHP members and call attention to discrepancies in Affordable Care Act cost sharing exemptions.
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Affiliation(s)
- J. Frank Wharam
- Division of Health Policy and Insurance Research, Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA
- Department of Medicine, Duke-Margolis Center for Health Policy, Duke University, Durham, NC
| | | | - Stephanie Argetsinger
- Division of Health Policy and Insurance Research, Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA
| | - Fang Zhang
- Division of Health Policy and Insurance Research, Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA
| | - Christine Y. Lu
- Division of Health Policy and Insurance Research, Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA
| | | | - Dennis Ross-Degnan
- Division of Health Policy and Insurance Research, Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA
| | - Joseph P. Newhouse
- Department of Health Care Policy, Harvard Medical School, Boston, MA
- Department of Health Policy and Management, Harvard T.H. Chan School of Public Health, Boston, MA
- Harvard Kennedy School, Cambridge, MA
- National Bureau of Economic Research, Cambridge, MA
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14
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Siegel KR, Ali MK, Ackermann RT, Black B, Huguet N, Kho A, Mangione CM, Nauman E, Ross-Degnan D, Schillinger D, Shi L, Wharam JF, Duru OK. Evaluating Natural Experiments that Impact the Diabetes Epidemic: an Introduction to the NEXT-D3 Network. Curr Diab Rep 2022; 22:393-403. [PMID: 35864324 PMCID: PMC9303841 DOI: 10.1007/s11892-022-01480-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/11/2022] [Indexed: 11/03/2022]
Abstract
PURPOSE OF REVIEW Diabetes is an ongoing public health issue in the USA, and, despite progress, recent reports suggest acute and chronic diabetes complications are increasing. RECENT FINDINGS The Natural Experiments for Translation in Diabetes 3.0 (NEXT-D3) Network is a 5-year research collaboration involving six academic centers (Harvard University, Northwestern University, Oregon Health & Science University, Tulane University, University of California Los Angeles, and University of California San Francisco) and two funding agencies (Centers for Disease Control and Prevention and National Institutes of Health) to address the gaps leading to persisting diabetes burdens. The network builds on previously funded networks, expanding to include type 2 diabetes (T2D) prevention and an emphasis on health equity. NEXT-D3 researchers use rigorous natural experiment study designs to evaluate impacts of naturally occurring programs and policies, with a focus on diabetes-related outcomes. NEXT-D3 projects address whether and to what extent federal or state legislative policies and health plan innovations affect T2D risk and diabetes treatment and outcomes in the USA; real-world effects of increased access to health insurance under the Affordable Care Act; and the effectiveness of interventions that reduce barriers to medication access (e.g., decreased or eliminated cost sharing for cardiometabolic medications and new medications such as SGLT-2 inhibitors for Medicaid patients). Overarching goals include (1) expanding generalizable knowledge about policies and programs to manage or prevent T2D and educate decision-makers and organizations and (2) generating evidence to guide the development of health equity goals to reduce disparities in T2D-related risk factors, treatment, and complications.
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Affiliation(s)
- Karen R Siegel
- Division of Diabetes Translation, Centers for Disease Control and Prevention, Atlanta, GA, USA.
| | - Mohammed K Ali
- Hubert Department of Global Health, Rollins School of Public Health, Emory University, Atlanta, GA, USA
- Department of Family and Preventive Medicine, School of Medicine, Emory University, Atlanta, GA, USA
| | - Ronald T Ackermann
- Institute of Public Health and Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Bernard Black
- Pritzker School of Law, Institute for Policy Research, and Kellogg School of Management, Northwestern University, Evanston, IL, USA
| | - Nathalie Huguet
- Department of Family Medicine, Oregon Health & Science University, Portland, OR, USA
| | - Abel Kho
- Institute of Public Health and Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Carol M Mangione
- David Geffen School of Medicine at UCLA and Fielding School of Public Health, UCLA, Los Angeles, CA, USA
| | | | - Dennis Ross-Degnan
- Duke University Department of Medicine and Duke-Margolis Center for Health Policy, Duke University, Durham, NC, USA
| | - Dean Schillinger
- Division of General Internal Medicine and Center for Vulnerable Populations, San Francisco General Hospital and University of California San Francisco, San Francisco, CA, USA
| | - Lizheng Shi
- School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA, USA
| | - J Frank Wharam
- Duke University Department of Medicine and Duke-Margolis Center for Health Policy, Duke University, Durham, NC, USA
| | - O Kenrik Duru
- David Geffen School of Medicine at UCLA and Fielding School of Public Health, UCLA, Los Angeles, CA, USA
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15
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Association Between High Deductible Health Plans and Cost-Related Non-adherence to Medications Among Americans with Diabetes: an Observational Study. J Gen Intern Med 2022; 37:1910-1916. [PMID: 34324130 PMCID: PMC9198142 DOI: 10.1007/s11606-021-06937-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Accepted: 05/17/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUND For people with diabetes, adherence to prescribed medications is essential. However, the rising prevalence of high-deductible health plans (HDHPs), and prices of diabetes medications such as insulin, could deter adherence. OBJECTIVE To assess the impact of HDHP on cost-related medication non-adherence (CRN) among non-elderly adults with diabetes in the US. DESIGN Repeated cross-sectional survey. SETTING National Health Interview Survey, 2011-2018. PARTICIPANTS A total of 7469 privately insured adults ages 18-64 with diabetes who were prescribed medications and enrolled in a HDHP or a traditional commercial health plan (TCP). MAIN MEASURES Self-reported measures of CRN were compared between enrollees in HDHPs and TCPs overall and among the subset using insulin. Analyses were adjusted for demographic and clinical characteristics using multivariable linear regression models. KEY RESULTS HDHP enrollees were more likely than TCP enrollees to not fill a prescription (13.4% vs 9.9%; adjusted percentage point difference (AD) 3.4 [95% CI 1.5 to 5.4]); skip medication doses (11.4% vs 8.5%; AD 2.8 [CI 1.0 to 4.7]); take less medication (11.1% vs 8.8%; AD 2.3 [CI 0.5 to 4.0]); delay filling a prescription to save money (14.4% vs 10.8%; AD 3.0 [CI 1.1 to 4.9]); and to have any form of CRN (20.4% vs 15.5%; AD 4.4 [CI 2.2 to 6.7]). Among those taking insulin, HDHP enrollees were more likely to have any CRN (25.1% vs 18.9%; AD 5.9 [CI 1.1 to 10.8]). CONCLUSION HDHPs are associated with greater CRN among people with diabetes, particularly those prescribed insulin. For people with diabetes, enrollment in non-HDHPs might reduce CRN to prescribed medications.
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16
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Yelorda K, Rose L, Bundorf MK, Muhammad HA, Morris AM. Association Between High-Deductible Health Plans and Hernia Acuity. JAMA Surg 2022; 157:321-326. [PMID: 35152285 PMCID: PMC8842195 DOI: 10.1001/jamasurg.2021.7567] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2021] [Accepted: 11/06/2021] [Indexed: 11/14/2022]
Abstract
IMPORTANCE About half of people younger than 65 years with private insurance are enrolled in a high-deductible health plan (HDHP). While these plans entail substantially higher out-of-pocket costs for patients with chronic medical conditions who require ongoing care, their effect on patients undergoing surgery who require acute care is poorly understood. It is plausible that higher out-of-pocket costs may lead to delays in care and more complex surgical conditions. OBJECTIVE To determine the association between enrollment in HDHPs and presentation with incarcerated or strangulated hernia. DESIGN, SETTING, AND PARTICIPANTS This retrospective cohort analysis included privately insured patients aged 18 to 63 years from a large commercial insurance claims database who underwent a ventral or groin hernia operation from January 2016 through June 2019 and classified their coverage as either a traditional health plan or an HDHP per the Internal Revenue Service's definition. Multivariable regression, adjusting for demographic and clinical covariates, was used to examine the association between enrollment in an HDHP and the primary outcome of presentation with an incarcerated or strangulated hernia. EXPOSURES Traditional health plan vs HDHP. MAIN OUTCOMES AND MEASURES Presence of an incarcerated or strangulated hernia per International Statistical Classification of Diseases and Related Health Problems, Tenth Revision diagnosis codes. RESULTS Among 83 281 patients (71.9% men and 28.1% women; mean [SD] age, 48.7 [10.9] years) who underwent hernia surgery, 27 477 (33.0%) were enrolled in an HDHP and 21 876 (26.2%) had a hernia that was coded as incarcerated or strangulated. The mean annual deductible was considerably higher for those in the HDHP group than their traditional health plan counterparts (unadjusted mean [SD], $3635 [$2094] vs $705 [$737]; adjusted, -$2931; P < .001). Patients in the HDHP group were more likely to present with an incarcerated or strangulated hernia (adjusted odds ratio, 1.07; 95% CI, 1.03-1.11; P < .001). CONCLUSIONS AND RELEVANCE In this cohort study, enrollment in an HDHP was associated with higher odds of presenting with an incarcerated or strangulated hernia, which is more likely to require emergency surgery that precludes medical optimization. These data suggest that, among patients with groin and ventral hernias, enrollment in an HDHP may be associated with delays in surgical care that result in complex disease presentation.
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Affiliation(s)
- Kirbi Yelorda
- Department of Surgery, Stanford University School of Medicine, Stanford, California
- S-SPIRE Center, Palo Alto, California
| | - Liam Rose
- S-SPIRE Center, Palo Alto, California
- Health Economics Resource Center, VA Palo Alto Health Care System, Palo Alto, California
| | - M. Kate Bundorf
- Sanford School of Public Policy, Duke University, Durham, North Carolina
| | - Huda A. Muhammad
- Department of Surgery, Stanford University School of Medicine, Stanford, California
| | - Arden M. Morris
- Department of Surgery, Stanford University School of Medicine, Stanford, California
- S-SPIRE Center, Palo Alto, California
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17
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Shiau R, Holmen J, Chitnis AS. Public Health Expenditures and Clinical and Social Complexity of Tuberculosis Cases-Alameda County, California, July-December 2017. JOURNAL OF PUBLIC HEALTH MANAGEMENT AND PRACTICE 2022; 28:188-198. [PMID: 33938488 DOI: 10.1097/phh.0000000000001356] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
CONTEXT Alameda County, California, is a high tuberculosis (TB) burden county that reported a TB incidence rate of 8.1 per 100 000 during 2017. It is the only high TB burden California county that does not have a public health-funded TB clinic. OBJECTIVE To describe TB public health expenditures and clinical and social complexities of TB case-patients. DESIGN, SETTING, AND PARTICIPANTS Public health surveillance of confirmed and possible TB case-patients reported to Alameda County Public Health Department during July 1, 2017, to December 31, 2017. Social complexity status was categorized for all case-patients using surveillance data; clinical complexity status, either by surveillance definition or by the Charlson Comorbidity Index (CCI), was categorized only for confirmed TB case-patients. MAIN OUTCOME MEASURES Total public health and per patient expenditures were stratified by insurance status. Cohen's kappa assessed concordance between clinical complexity definitions. All comparisons were conducted using Fisher's exact or Kruskal-Wallis tests. RESULTS Of 81 case-patients reported, 68 (84%) had confirmed TB, 29 (36%) were socially complex, and 15 (19%) were uninsured. Total public health expenditures were $487 194, and 18% of expenditures were in nonlabor domains, 57% of which were for TB treatment, diagnostics, and insurance, with insured patients also incurring such expenditures. Median per patient expenditures were significantly higher for uninsured and government-insured patients than for privately insured patients ($7007 and $5045 vs $3704; P = .03). Among confirmed TB case-patients, 72% were clinically complex by surveillance definition and 53% by the CCI; concordance between definitions was poor (κ = 0.25; 95% confidence interval, 0.03-0.46). CONCLUSIONS Total public health expenditures approached $500 000. Most case-patients were clinically complex, and about 20% were uninsured. While expenditures were higher for uninsured case-patients, insured case-patients still incurred TB treatment, diagnostic, and insurance-related expenditures. State and local health departments may be able to use our expenditure estimates by insurance status and description of clinically complex TB case-patients to inform efforts to allocate and secure adequate funding.
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Affiliation(s)
- Rita Shiau
- Tuberculosis Control Section, Division of Communicable Disease Control and Prevention, Alameda County Public Health Department, San Leandro, California (Ms Shiau and Dr Chitnis); and Division of Pediatric Infectious Diseases, University of California San Francisco Benioff Children's Hospital of Oakland, Oakland, California (Dr Holmen)
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Khorrami P, Sinha MS, Bhanja A, Allen HL, Kesselheim AS, Sommers BD. Differences in Diabetic Prescription Drug Utilization and Costs Among Patients With Diabetes Enrolled in Colorado Marketplace and Medicaid Plans, 2014-2015. JAMA Netw Open 2022; 5:e2140371. [PMID: 35029667 PMCID: PMC8760612 DOI: 10.1001/jamanetworkopen.2021.40371] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/17/2021] [Accepted: 10/29/2021] [Indexed: 12/05/2022] Open
Abstract
Importance Increasing prices of antidiabetic medications in the US have raised substantial concerns about the effects of drug affordability on diabetes care. There has been little rigorous evidence comparing the experiences of patients with diabetes across different types of insurance coverage. Objective To compare the utilization patterns and costs of prescription drugs to treat diabetes among low-income adults with Medicaid vs those with Marketplace insurance in Colorado during 2014 and 2015. Design, Setting, and Participants This cross-sectional study included diabetic patients enrolled in Colorado Medicaid and Marketplace plans who were aged 19 to 64 years and had incomes between 75% and 200% of the federal poverty level during 2014 and 2015. Data analysis was conducted from September 2020 to April 2021. Exposures Health insurance through Colorado Medicaid or Colorado's state-based Marketplace. Main Outcomes and Measures Primary outcomes were drug utilization (prescription drug fills) and drug costs (total costs and out-of-pocket costs). The secondary outcome was months with an active prescription for noninsulin antidiabetic medications. An all payer claims database was combined with income data, and linear models were used to adjust for clinical and demographic confounders. Results Of 22 788 diabetic patients included in the study, 20 245 were enrolled in Medicaid and 2543 in a Marketplace plan. Marketplace-eligible individuals were older (mean [SD] age, 52.12 [10.60] vs 47.70 [11.33] years), and Medicaid-eligible individuals were more likely to be female (12 429 [61.4%] vs 1413 [55.6%]). Medicaid-eligible patients were significantly more likely than Marketplace-eligible patients to fill prescriptions for dipeptidyl peptidase 4 inhibitors (adjusted difference, -3.7%; 95% CI, -5.3 to -2.1; P < .001) and sulfonylureas (adjusted difference, -6.6%; 95% CI, -8.9 to -4.3; P < .001). Overall rates of insulin use were similar in the 2 groups (adjusted difference, -2.3%; -5.1 to 0.5; P = .11). Out-of-pocket costs for noninsulin medications were 84.4% to 95.2% lower and total costs were 9.4% to 54.2% lower in Medicaid than in Marketplace plans. Out-of-pocket costs for insulin were 76.7% to 94.7% lower in Medicaid than in Marketplace plans, whereas differences in total insulin costs were mixed. The percentage of months of apparent active medication coverage was similar between the 2 groups for 4 of 5 drug classes examined, with Marketplace-eligible patients having a greater percentage of months than Medicaid-eligible patients for sulfonylureas (adjusted difference, 5.3%; 95% CI, 0.3%-10.4%; P = .04). Conclusions and Relevance In this cross-sectional study, drug utilization across multiple drug classes was higher and drug costs were significantly lower for adults with diabetes enrolled in Medicaid than for those with subsidized Marketplace plans. Patients with Marketplace coverage had a similar percentage of months with an active prescription as patients with Medicaid coverage.
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Affiliation(s)
- Peggah Khorrami
- Department of Health Policy and Management, Harvard T. H. Chan School of Public Health, Boston, Massachusetts
| | - Michael S. Sinha
- Harvard-MIT Center for Regulatory Science, Harvard Medical School, Boston, Massachusetts
- Program on Regulation, Therapeutics, and Law, Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham & Women’s Hospital, Harvard Medical School, Boston, Massachusetts
| | - Aditi Bhanja
- Department of Health Policy and Management, Harvard T. H. Chan School of Public Health, Boston, Massachusetts
| | - Heidi L. Allen
- Columbia University School of Social Work, New York, New York
| | - Aaron S. Kesselheim
- Program on Regulation, Therapeutics, and Law, Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham & Women’s Hospital, Harvard Medical School, Boston, Massachusetts
| | - Benjamin D. Sommers
- Department of Health Policy and Management, Harvard T. H. Chan School of Public Health, Boston, Massachusetts
- Department of Medicine, Brigham and Women’s Hospital, Boston, Massachusetts
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19
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Chan JCN, Lim LL, Wareham NJ, Shaw JE, Orchard TJ, Zhang P, Lau ESH, Eliasson B, Kong APS, Ezzati M, Aguilar-Salinas CA, McGill M, Levitt NS, Ning G, So WY, Adams J, Bracco P, Forouhi NG, Gregory GA, Guo J, Hua X, Klatman EL, Magliano DJ, Ng BP, Ogilvie D, Panter J, Pavkov M, Shao H, Unwin N, White M, Wou C, Ma RCW, Schmidt MI, Ramachandran A, Seino Y, Bennett PH, Oldenburg B, Gagliardino JJ, Luk AOY, Clarke PM, Ogle GD, Davies MJ, Holman RR, Gregg EW. The Lancet Commission on diabetes: using data to transform diabetes care and patient lives. Lancet 2021; 396:2019-2082. [PMID: 33189186 DOI: 10.1016/s0140-6736(20)32374-6] [Citation(s) in RCA: 303] [Impact Index Per Article: 101.0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/20/2019] [Revised: 07/06/2020] [Accepted: 11/05/2020] [Indexed: 01/19/2023]
Affiliation(s)
- Juliana C N Chan
- Department of Medicine and Therapeutics, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China; Hong Kong Institute of Diabetes and Obesity, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China; Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China; Asia Diabetes Foundation, Hong Kong Special Administrative Region, China.
| | - Lee-Ling Lim
- Department of Medicine and Therapeutics, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China; Asia Diabetes Foundation, Hong Kong Special Administrative Region, China; Department of Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Nicholas J Wareham
- Medical Research Council Epidemiology Unit, Institute of Metabolic Science, University of Cambridge School of Clinical Medicine, Cambridge, UK
| | - Jonathan E Shaw
- Baker Heart and Diabetes Institute, Melbourne, VIC, Australia; School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia; School of Life Sciences, La Trobe University, Melbourne, VIC, Australia
| | - Trevor J Orchard
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, KS, USA
| | - Ping Zhang
- Division of Diabetes Translation, US Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Eric S H Lau
- Department of Medicine and Therapeutics, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China; Asia Diabetes Foundation, Hong Kong Special Administrative Region, China
| | - Björn Eliasson
- Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden; Department of Endocrinology and Metabolism, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Alice P S Kong
- Department of Medicine and Therapeutics, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China; Hong Kong Institute of Diabetes and Obesity, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China; Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China
| | - Majid Ezzati
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK; Medical Research Council Centre for Environment and Health, Imperial College London, London, UK; WHO Collaborating Centre on NCD Surveillance and Epidemiology, Imperial College London, London, UK
| | - Carlos A Aguilar-Salinas
- Departamento de Endocrinología y Metabolismo, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | - Margaret McGill
- Diabetes Centre, Royal Prince Alfred Hospital, University of Sydney, Sydney, NSW, Australia
| | - Naomi S Levitt
- Chronic Disease Initiative for Africa, Department of Medicine, Faculty of Medicine and Health Sciences, University of Cape Town, Cape Town, South Africa
| | - Guang Ning
- Shanghai Clinical Center for Endocrine and Metabolic Disease, Department of Endocrinology, Ruijin Hospital, Shanghai Jiaotong University, School of Medicine, Shanghai, China; Shanghai Institute of Endocrine and Metabolic Diseases, Shanghai, China
| | - Wing-Yee So
- Department of Medicine and Therapeutics, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China; Hong Kong Institute of Diabetes and Obesity, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China; Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China
| | - Jean Adams
- Medical Research Council Epidemiology Unit, Institute of Metabolic Science, University of Cambridge School of Clinical Medicine, Cambridge, UK
| | - Paula Bracco
- School of Medicine and Hospital de Clínicas de Porto Alegre, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | - Nita G Forouhi
- Medical Research Council Epidemiology Unit, Institute of Metabolic Science, University of Cambridge School of Clinical Medicine, Cambridge, UK
| | - Gabriel A Gregory
- Life for a Child Program, Diabetes NSW and ACT, Glebe, NSW, Australia; Sydney Medical School, University of Sydney, Sydney, NSW, Australia
| | - Jingchuan Guo
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, KS, USA
| | - Xinyang Hua
- Health Economics Research Centre, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Emma L Klatman
- Life for a Child Program, Diabetes NSW and ACT, Glebe, NSW, Australia
| | - Dianna J Magliano
- Baker Heart and Diabetes Institute, Melbourne, VIC, Australia; School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
| | - Boon-Peng Ng
- Division of Diabetes Translation, US Centers for Disease Control and Prevention, Atlanta, GA, USA; College of Nursing and Disability, Aging and Technology Cluster, University of Central Florida, Orlando, FL, USA
| | - David Ogilvie
- Medical Research Council Epidemiology Unit, Institute of Metabolic Science, University of Cambridge School of Clinical Medicine, Cambridge, UK
| | - Jenna Panter
- Medical Research Council Epidemiology Unit, Institute of Metabolic Science, University of Cambridge School of Clinical Medicine, Cambridge, UK
| | - Meda Pavkov
- Division of Diabetes Translation, US Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Hui Shao
- Division of Diabetes Translation, US Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Nigel Unwin
- Medical Research Council Epidemiology Unit, Institute of Metabolic Science, University of Cambridge School of Clinical Medicine, Cambridge, UK
| | - Martin White
- Medical Research Council Epidemiology Unit, Institute of Metabolic Science, University of Cambridge School of Clinical Medicine, Cambridge, UK
| | - Constance Wou
- Medical Research Council Epidemiology Unit, Institute of Metabolic Science, University of Cambridge School of Clinical Medicine, Cambridge, UK
| | - Ronald C W Ma
- Department of Medicine and Therapeutics, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China; Hong Kong Institute of Diabetes and Obesity, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China; Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China
| | - Maria I Schmidt
- School of Medicine and Hospital de Clínicas de Porto Alegre, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | - Ambady Ramachandran
- India Diabetes Research Foundation and Dr A Ramachandran's Diabetes Hospitals, Chennai, India
| | - Yutaka Seino
- Center for Diabetes, Endocrinology and Metabolism, Kansai Electric Power Hospital, Osaka, Japan; Yutaka Seino Distinguished Center for Diabetes Research, Kansai Electric Power Medical Research Institute, Kobe, Japan
| | - Peter H Bennett
- Phoenix Epidemiology and Clinical Research Branch, National Institute of Diabetes and Digestive and Kidney Diseases, Phoenix, AZ, USA
| | - Brian Oldenburg
- Nossal Institute for Global Health, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, VIC, Australia; WHO Collaborating Centre on Implementation Research for Prevention and Control of NCDs, University of Melbourne, Melbourne, VIC, Australia
| | - Juan José Gagliardino
- Centro de Endocrinología Experimental y Aplicada, UNLP-CONICET-CICPBA, Facultad de Ciencias Médicas, Universidad Nacional de La Plata, La Plata, Argentina
| | - Andrea O Y Luk
- Department of Medicine and Therapeutics, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China; Hong Kong Institute of Diabetes and Obesity, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China; Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China; Asia Diabetes Foundation, Hong Kong Special Administrative Region, China
| | - Philip M Clarke
- Health Economics Research Centre, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Graham D Ogle
- Life for a Child Program, Diabetes NSW and ACT, Glebe, NSW, Australia; National Health and Medical Research Council Clinical Trials Centre, University of Sydney, Sydney, NSW, Australia
| | - Melanie J Davies
- Diabetes Research Centre, University of Leicester, Leicester, UK
| | - Rury R Holman
- Diabetes Trials Unit, Oxford Centre for Diabetes, Endocrinology and Metabolism, University of Oxford, Oxford, UK
| | - Edward W Gregg
- Division of Diabetes Translation, US Centers for Disease Control and Prevention, Atlanta, GA, USA; Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK.
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Siegel KR, Gregg EW, Duru OK, Shi L, Mangione CM, Thornton PL, Clauser S, Ali MK. Time to start addressing (and not just describing) the social determinants of diabetes: results from the NEXT-D 2.0 network. BMJ Open Diabetes Res Care 2021; 9:e002524. [PMID: 34933875 PMCID: PMC8679065 DOI: 10.1136/bmjdrc-2021-002524] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/03/2021] [Accepted: 08/13/2021] [Indexed: 11/13/2022] Open
Affiliation(s)
- Karen R Siegel
- Division of Diabetes Translation, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Edward W Gregg
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
| | - Obidiugwu Kenrik Duru
- Division of General Internal Medicine and Health Services Research, University of California Los Angeles, Los Angeles, California, USA
| | - Lizheng Shi
- Tulane University School of Public Health and Tropical Medicine, Tulane University, New Orleans, Louisiana, USA
| | - Carol M Mangione
- Division of General Internal Medicine, Department of Medicine, University of California Los Angeles, Los Angeles, California, USA
| | - Pamela L Thornton
- Division of Diabetes, Endocrinology, and Metabolic Diseases, National Institute of Diabetes and Digestive and Kidney Diseases, Bethesda, Maryland, USA
| | - Steve Clauser
- Patient-Centered Outcomes Research Institute, Washington, DC, USA
| | - Mohammed K Ali
- Department of Family and Preventive Medicine, School of Medicine, Emory University, Atlanta, Georgia, USA
- Department of Global Heatlh, Rollins School of Public Health, Emory University, Atlanta, Georgia, USA
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21
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Khanijahani A, Akinci N, Iezadi S, Priore D. Impacts of high-deductible health plans on patients with diabetes: A systematic review of the literature. Prim Care Diabetes 2021; 15:948-957. [PMID: 34400113 DOI: 10.1016/j.pcd.2021.07.015] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/07/2021] [Accepted: 07/29/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUND AND OBJECTIVES High-deductible health plans (HDHPs) as a type of consumer-directed health insurance plan aim to control unnecessary service utilization and share the responsibility in payments and care with the patient. Our objective was to systematically pool the medical and non-medical impacts of HDHPs on patients with diabetes. METHODS We searched databases, including PubMed, Scopus, Embase, and Wiley, to identify relevant published studies. We outlined the eligibility criteria based on the study population, intervention, comparison, outcome, and types of studies (PICOT). We included peer-reviewed quantitative studies published in English, including quasi-experimental, observational, and cross-sectional studies in this review. We used the narrative data synthesis method to categorize and interpret the results. RESULTS Initial search yielded 149 results. After removing duplicates and screening for relevant titles and abstracts, and reviewing full texts, 11 studies met eligibility criteria. Overall, diabetic patients with HDHP were less likely to adhere to treatment and prescription refills, utilize fewer healthcare services and medications, and more likely to have acute emergency visits than their counterparts enrolled in low-deductible plans. However, the results on overall healthcare costs and the final health outcome were unclear. CONCLUSIONS It appears that HDHPs negatively impact low-income diabetic patients by leading them to forgo preventive and primary care services and experience excessive preventable emergency department visits. The socioeconomic characteristics of patients must be considered when developing HDHP policies, and adjustments should be made to HDHPs accordingly.
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Affiliation(s)
- Ahmad Khanijahani
- Department of Health Administration and Public Health, John G. Rangos School of Health Sciences, Duquesne University, Pittsburgh, PA, USA.
| | - Nesli Akinci
- Dr. Kiran C. Patel College of Osteopathic Medicine, Nova Southeastern University, Davie, FL, USA
| | - Shabnam Iezadi
- Hospital Management Research Center, Iran University of Medical Science, Tehran, Iran
| | - Dreux Priore
- Department of Health Administration and Public Health, John G. Rangos School of Health Sciences, Duquesne University, Pittsburgh, PA, USA
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22
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Jiang DH, Mundell BF, Shah ND, McCoy RG. Impact of High Deductible Health Plans on Diabetes Care Quality and Outcomes: Systematic Review. Endocr Pract 2021; 27:1156-1164. [PMID: 34245911 PMCID: PMC8578412 DOI: 10.1016/j.eprac.2021.07.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/15/2021] [Revised: 06/18/2021] [Accepted: 07/01/2021] [Indexed: 01/20/2023]
Abstract
OBJECTIVE To provide a review of the impact of high deductible health plans (HDHPs) on the utilizations of services required for optimal management of diabetes and subsequent health outcomes. METHODS Systematic literature review of studies published between January 1, 2000, and May 7, 2021, was conducted that examined the impact of HDHP on diabetes monitoring (eg, recommended laboratory and surveillance testing), routine care (eg, ambulatory appointments), medication management (eg, medication initiation, adherence), and acute health care utilization (eg, emergency department visits, hospitalizations, incident complications). RESULTS Of the 303 reviewed articles, 8 were relevant. These studies demonstrated that HDHPs lower spending at the expense of reduced high-value diabetes monitoring, routine care, and medication adherence, potentially contributing to the observed increases in acute health care utilization. Additionally, patient out-of-pocket costs for recommended screenings doubled, and total health care expenditures increased by 49.4% for HDHP enrollees compared with enrollees in traditional health plans. Reductions in disease monitoring and routine care and increases in acute health care utilization were greatest in lower-income patients. None of the studies examined the impact of HDHPs on access to diabetes self-management education, technology use, or glycemic control. CONCLUSION Although HDHPs reduce some health care utilization and costs, they appear to do so at the expense of limiting high-value care and medication adherence. Policymakers, providers, and payers should be more cognizant of the potential for negative consequences of HDHPs on patients' health.
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Affiliation(s)
- David H Jiang
- Division of Health Care Delivery Research, Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota.
| | - Benjamin F Mundell
- Division of General Surgery, Department of Surgery, Mayo Clinic, Rochester, Minnesota
| | - Nilay D Shah
- Division of Health Care Delivery Research, Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota
| | - Rozalina G McCoy
- Division of Health Care Delivery Research, Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota; Division of Community Internal Medicine, Department of Medicine, Mayo Clinic, Rochester, Minnesota
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23
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Garabedian LF, Zhang F, LeCates R, Wallace J, Ross-Degnan D, Wharam JF. Trends in high deductible health plan enrolment and spending among commercially insured members with and without chronic conditions: a Natural Experiment for Translation in Diabetes (NEXT-D2) Study. BMJ Open 2021; 11:e044198. [PMID: 34518242 PMCID: PMC8438755 DOI: 10.1136/bmjopen-2020-044198] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/30/2023] Open
Abstract
OBJECTIVES To examine trends in high deductible health plan (HDHP) enrolment among members with diabetes and cardiovascular disease (CVD) compared with healthy members and compare out-of-pocket (OOP) and total spending for members with chronic conditions in HDHPs versus low deductible plans. DESIGN Descriptive study with time trends. SETTING A large national commercial insurance database. PARTICIPANTS 1.2 million members with diabetes, 4.5 million members with CVD (without diabetes) and 18 million healthy members (defined by a low comorbidity score) under the age of 65 years and insured between 2005 and 2013. OUTCOME MEASURES Percentage of members in an HDHP (ie, annual deductible ≥$1000) by year, annual mean OOP and total spending, adjusted for member sociodemographic and employer characteristics. RESULTS Enrolment in HDHPs among members in all disease categories increased by 5 percentage points a year and was over 50% by 2013. On average, over the study period, HDHP enrolment among members with diabetes and CVD was 2.84 (95% CI: 2.78 to 2.90) and 2.02 (95% CI: 1.98 to 2.05) percentage points lower, respectively, than among healthy members. HDHP members with diabetes, CVD and low morbidity had higher annual OOP costs ($636 (95% CI: 630 to 642), $539 (95% CI: 537 to 542) and $113 (95% CI: 112 to 113)) and lower total costs (-$529 (95% CI: -597 to -461), -$364 (95% CI: -385 to -342) and -$79 (95% CI: -81 to -76)), respectively, than corresponding low deductible members when averaged over the study period. Members with chronic diseases had yearly OOP expenditures that were five to seven times higher than healthier members. CONCLUSION High HDHP enrolment coupled with the high OOP costs associated with HDHPs may be particularly detrimental to the financial well-being of people with diabetes and CVD, who have more healthcare needs than healthier populations.
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Affiliation(s)
- Laura F Garabedian
- Division of Health Policy and Insurance Research, Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, Massachusetts, USA
| | - Fang Zhang
- Division of Health Policy and Insurance Research, Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, Massachusetts, USA
| | - Robert LeCates
- Division of Health Policy and Insurance Research, Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, Massachusetts, USA
| | - Jamie Wallace
- Division of Health Policy and Insurance Research, Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, Massachusetts, USA
| | - Dennis Ross-Degnan
- Division of Health Policy and Insurance Research, Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, Massachusetts, USA
| | - James F Wharam
- Division of Health Policy and Insurance Research, Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, Massachusetts, USA
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24
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Lu CY, Busch AB, Zhang F, Madden JM, Callahan MX, LeCates RF, Wallace J, Foxworth P, Soumerai SB, Ross-Degnan D, Wharam JF. Impact of High-Deductible Health Plans on Medication Use Among Individuals With Bipolar Disorder. Psychiatr Serv 2021; 72:926-934. [PMID: 33971720 DOI: 10.1176/appi.ps.202000362] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
OBJECTIVE High-deductible health plans (HDHPs) require substantial out-of-pocket spending for most services, although medications may be subject to traditional copayment arrangements. This study examined effects of HDHPs on medication out-of-pocket spending and use and quality of care among individuals with bipolar disorder. METHODS This quasi-experimental study used claims data (2003-2014) for a national sample of 3,532 members with bipolar disorder, ages 12-64, continuously enrolled for 1 year in a low-deductible plan (≤$500) and then for 1 year in an HDHP (≥$1,000) after an employer-mandated switch. HDHP members were matched to 18,923 contemporaneous individuals in low-deductible plans (control group). Outcome measures were out-of-pocket spending and use of bipolar disorder medications, psychotropics for other disorders, and all other medications and appropriate laboratory monitoring for psychotropics. RESULTS Relative to the control group, annual out-of-pocket spending per person for bipolar disorder medications increased 20.8% among HDHP members (95% confidence interval [CI]=14.9%-26.7%), and the absolute increase was $36 (95% CI=$25.9-$45.2). Specifically, out-of-pocket spending increased for antipsychotics (27.1%; 95% CI=17.4%-36.7%) and anticonvulsants (19.2%; 95% CI=11.9%-26.6%) but remained stable for lithium (-3.7%; 95% CI=-12.2% to 4.8%). No statistically significant changes were detected in use of bipolar disorder medications, other psychotropics, or all other medications or in appropriate laboratory monitoring for bipolar disorder medications. CONCLUSIONS HDHP members with bipolar disorder experienced a moderate increase in out-of-pocket spending for medications but preserved bipolar disorder medication use. Findings may reflect individuals' perceptions of the importance of these medications for their functioning and well-being.
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Affiliation(s)
- Christine Y Lu
- Department of Population Medicine, Division of Health Policy and Insurance Research, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston (Lu, Zhang, Madden, Callahan, LeCates, Wallace, Soumerai, Ross-Degnan, Wharam); McLean Hospital, Belmont, Massachusetts, and Department of Health Care Policy, Harvard Medical School, Boston (Busch); Department of Pharmacy and Health Systems Sciences, Northeastern University Bouvé College of Health Sciences, Boston (Madden); Depression and Bipolar Support Alliance, Chicago (Foxworth)
| | - Alisa B Busch
- Department of Population Medicine, Division of Health Policy and Insurance Research, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston (Lu, Zhang, Madden, Callahan, LeCates, Wallace, Soumerai, Ross-Degnan, Wharam); McLean Hospital, Belmont, Massachusetts, and Department of Health Care Policy, Harvard Medical School, Boston (Busch); Department of Pharmacy and Health Systems Sciences, Northeastern University Bouvé College of Health Sciences, Boston (Madden); Depression and Bipolar Support Alliance, Chicago (Foxworth)
| | - Fang Zhang
- Department of Population Medicine, Division of Health Policy and Insurance Research, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston (Lu, Zhang, Madden, Callahan, LeCates, Wallace, Soumerai, Ross-Degnan, Wharam); McLean Hospital, Belmont, Massachusetts, and Department of Health Care Policy, Harvard Medical School, Boston (Busch); Department of Pharmacy and Health Systems Sciences, Northeastern University Bouvé College of Health Sciences, Boston (Madden); Depression and Bipolar Support Alliance, Chicago (Foxworth)
| | - Jeanne M Madden
- Department of Population Medicine, Division of Health Policy and Insurance Research, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston (Lu, Zhang, Madden, Callahan, LeCates, Wallace, Soumerai, Ross-Degnan, Wharam); McLean Hospital, Belmont, Massachusetts, and Department of Health Care Policy, Harvard Medical School, Boston (Busch); Department of Pharmacy and Health Systems Sciences, Northeastern University Bouvé College of Health Sciences, Boston (Madden); Depression and Bipolar Support Alliance, Chicago (Foxworth)
| | - Matthew X Callahan
- Department of Population Medicine, Division of Health Policy and Insurance Research, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston (Lu, Zhang, Madden, Callahan, LeCates, Wallace, Soumerai, Ross-Degnan, Wharam); McLean Hospital, Belmont, Massachusetts, and Department of Health Care Policy, Harvard Medical School, Boston (Busch); Department of Pharmacy and Health Systems Sciences, Northeastern University Bouvé College of Health Sciences, Boston (Madden); Depression and Bipolar Support Alliance, Chicago (Foxworth)
| | - Robert F LeCates
- Department of Population Medicine, Division of Health Policy and Insurance Research, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston (Lu, Zhang, Madden, Callahan, LeCates, Wallace, Soumerai, Ross-Degnan, Wharam); McLean Hospital, Belmont, Massachusetts, and Department of Health Care Policy, Harvard Medical School, Boston (Busch); Department of Pharmacy and Health Systems Sciences, Northeastern University Bouvé College of Health Sciences, Boston (Madden); Depression and Bipolar Support Alliance, Chicago (Foxworth)
| | - Jamie Wallace
- Department of Population Medicine, Division of Health Policy and Insurance Research, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston (Lu, Zhang, Madden, Callahan, LeCates, Wallace, Soumerai, Ross-Degnan, Wharam); McLean Hospital, Belmont, Massachusetts, and Department of Health Care Policy, Harvard Medical School, Boston (Busch); Department of Pharmacy and Health Systems Sciences, Northeastern University Bouvé College of Health Sciences, Boston (Madden); Depression and Bipolar Support Alliance, Chicago (Foxworth)
| | - Phyllis Foxworth
- Department of Population Medicine, Division of Health Policy and Insurance Research, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston (Lu, Zhang, Madden, Callahan, LeCates, Wallace, Soumerai, Ross-Degnan, Wharam); McLean Hospital, Belmont, Massachusetts, and Department of Health Care Policy, Harvard Medical School, Boston (Busch); Department of Pharmacy and Health Systems Sciences, Northeastern University Bouvé College of Health Sciences, Boston (Madden); Depression and Bipolar Support Alliance, Chicago (Foxworth)
| | - Stephen B Soumerai
- Department of Population Medicine, Division of Health Policy and Insurance Research, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston (Lu, Zhang, Madden, Callahan, LeCates, Wallace, Soumerai, Ross-Degnan, Wharam); McLean Hospital, Belmont, Massachusetts, and Department of Health Care Policy, Harvard Medical School, Boston (Busch); Department of Pharmacy and Health Systems Sciences, Northeastern University Bouvé College of Health Sciences, Boston (Madden); Depression and Bipolar Support Alliance, Chicago (Foxworth)
| | - Dennis Ross-Degnan
- Department of Population Medicine, Division of Health Policy and Insurance Research, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston (Lu, Zhang, Madden, Callahan, LeCates, Wallace, Soumerai, Ross-Degnan, Wharam); McLean Hospital, Belmont, Massachusetts, and Department of Health Care Policy, Harvard Medical School, Boston (Busch); Department of Pharmacy and Health Systems Sciences, Northeastern University Bouvé College of Health Sciences, Boston (Madden); Depression and Bipolar Support Alliance, Chicago (Foxworth)
| | - J Frank Wharam
- Department of Population Medicine, Division of Health Policy and Insurance Research, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston (Lu, Zhang, Madden, Callahan, LeCates, Wallace, Soumerai, Ross-Degnan, Wharam); McLean Hospital, Belmont, Massachusetts, and Department of Health Care Policy, Harvard Medical School, Boston (Busch); Department of Pharmacy and Health Systems Sciences, Northeastern University Bouvé College of Health Sciences, Boston (Madden); Depression and Bipolar Support Alliance, Chicago (Foxworth)
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25
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Chou SC, Hong AS, Weiner SG, Wharam JF. Impact of High-Deductible Health Plans on Emergency Department Patients With Nonspecific Chest Pain and Their Subsequent Care. Circulation 2021; 144:336-349. [PMID: 34176279 PMCID: PMC8323713 DOI: 10.1161/circulationaha.120.052501] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
Abstract
Supplemental Digital Content is available in the text. Timely evaluation of acute chest pain is necessary, although most evaluations will not find significant coronary disease. With employers increasingly adopting high-deductible health plans (HDHP), how HDHPs impact subsequent care after an emergency department (ED) diagnosis of nonspecific chest pain is unclear.
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Affiliation(s)
- Shih-Chuan Chou
- Department of Emergency Medicine, Brigham and Women's Hospital, Boston, MA (S.-C.C., S.G.W.)
| | - Arthur S Hong
- Departments of Internal Medicine and Population and Data Sciences, University of Texas Southwestern Medical Center, Dallas (A.S.H.)
| | - Scott G Weiner
- Department of Emergency Medicine, Brigham and Women's Hospital, Boston, MA (S.-C.C., S.G.W.)
| | - J Frank Wharam
- Department of Population Medicine, Harvard Medical School, Boston, MA (J.F.W.).,Harvard Pilgrim Health Care Institute, Boston, MA (J.F.W.)
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26
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Affiliation(s)
- Neil M Kalwani
- Division of Cardiovascular Medicine, Department of Medicine, Stanford University, CA
| | - Alexander T Sandhu
- Division of Cardiovascular Medicine, Department of Medicine, Stanford University, CA
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Abstract
The Affordable Care Act (ACA) led to the largest expansion of health insurance in the US in fifty years, bringing the uninsurance rate to its lowest recorded level in 2016. But even at that point, nearly thirty million people lacked health insurance, and millions more still struggled to afford needed medical care. Recent studies also indicate a partial erosion of the ACA's coverage gains since 2017. This article identifies the underlying causes of these problems and evaluates potential policy remedies. Topics include the slow but steady growth of state expansions of eligibility for Medicaid; new waiver approaches in Medicaid, including work requirements; high cost sharing and premium growth in both the Marketplaces and employer coverage; and proposed systemic overhauls such as Medicare for All.
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Affiliation(s)
- Benjamin D Sommers
- Benjamin D. Sommers ( bsommers@hsph. harvard. edu ) is a professor of health policy and economics in the Department of Health Policy and Management, Harvard T. H. Chan School of Public Health, and an associate professor of medicine at Brigham and Women's Hospital, both in Boston, Massachusetts
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28
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Lewis KH, Arterburn DE, Zhang F, Callaway K, Wallace J, Fernandez A, Ross-Degnan D, Wharam JF. Comparative Effectiveness of Vertical Sleeve Gastrectomy Versus Roux-en-Y Gastric Bypass for Diabetes Treatment: A Claims-based Cohort Study. Ann Surg 2021; 273:940-948. [PMID: 31205064 PMCID: PMC7402414 DOI: 10.1097/sla.0000000000003391] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
OBJECTIVE The aim of the study was to compare diabetes outcomes following vertical sleeve gastrectomy (VSG) and Roux-en-Y gastric bypass (RYGB). BACKGROUND There are few comparative studies on diabetes outcomes after VSG and RYGB. METHODS We used a US-wide commercial insurance claims database to identify adults with diabetes undergoing VSG or RYGB in 2010 to 2016. We matched patients on baseline insulin use, total diabetes medication burden, age, presence of diabetes complications, and follow-up duration, and used adjusted Cox proportional hazards models to compare diabetes medication discontinuation between procedures. We used difference-in-differences analyses to compare changes in medication use intensity up to 2 years after surgery. RESULTS The matched cohort included 1111 VSG and 922 RYGB patients: 16% were younger than 40 years, 11% were 60 years or older, 67% were women, 67% had a body mass index of 40 kg/m2 or higher, and 23% were on insulin at the time of surgery. Thirteen percent were lost to follow-up at 1 year, and 30% at 2 years after surgery. Patients with VSG were less likely than matched RYGB patients to discontinue all diabetes medications (hazard ratio 0.80, 95% confidence interval 0.72-0.88). Although both groups had substantial decreases in medication use after surgery, RYGB patients had an 86% (32%, 140%) lower total diabetes medication dose than VSG by the second half of postoperative year 2. CONCLUSIONS In a large claims-based, nationwide cohort of bariatric patients with diabetes, those undergoing RYGB were more likely to come off all medications than those undergoing VSG. Patients with diabetes should consider this potential benefit of RYGB when making informed decisions about obesity treatments.
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Affiliation(s)
- Kristina H. Lewis
- Department of Epidemiology & Prevention, Department of Implementation Science, Division of Public Health Sciences, Wake Forest University Health Sciences, Winston-Salem NC
- Department of Surgery, Wake Forest University Health Sciences, Winston-Salem NC
| | | | - Fang Zhang
- Division of Health Policy & Insurance Research, Department of Population Medicine, Harvard Pilgrim Healthcare Institute, Harvard Medical School, Boston MA
| | - Katherine Callaway
- Division of Health Policy & Insurance Research, Department of Population Medicine, Harvard Pilgrim Healthcare Institute, Harvard Medical School, Boston MA
| | - Jamie Wallace
- Division of Health Policy & Insurance Research, Department of Population Medicine, Harvard Pilgrim Healthcare Institute, Harvard Medical School, Boston MA
| | - Adolfo Fernandez
- Department of Surgery, Wake Forest University Health Sciences, Winston-Salem NC
| | - Dennis Ross-Degnan
- Division of Health Policy & Insurance Research, Department of Population Medicine, Harvard Pilgrim Healthcare Institute, Harvard Medical School, Boston MA
| | - James F. Wharam
- Division of Health Policy & Insurance Research, Department of Population Medicine, Harvard Pilgrim Healthcare Institute, Harvard Medical School, Boston MA
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29
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Torrecillas VF, Neuberger K, Ramirez A, Knighton A, Krakovitz P, Richards NG, Srivastava R, Meier JD. Deductible Status in the Pediatric Population: A Barrier to Appropriate Care? Otolaryngol Head Neck Surg 2021; 167:163-169. [PMID: 33874794 DOI: 10.1177/01945998211006933] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
OBJECTIVE The objective of this study is to evaluate the impact of high-deductible health plans on elective surgery (tonsillectomy) in the pediatric population. STUDY DESIGN Cross-sectional study. SETTING Health claims database from a third-party payer. METHODS Data were reviewed for children up to 18 years of age who underwent tonsillectomy or arm fracture repair (nonelective control) from 2016 to 2019. Incidence of surgery by health plan deductible (high, low, or government insured) and met or unmet status of deductibles were compared. RESULTS A total of 10,047 tonsillectomy claims and 9903 arm fracture repair claims met inclusion and exclusion criteria. The incidence of tonsillectomy was significantly different across deductible plan types. Patients with met deductibles were more likely to undergo tonsillectomy. In patients with deductibles ≥$4000, a 1.75-fold increase in tonsillectomy was observed in those who had met their deductible as compared with those who had not. These findings were not observed in controls (nonelective arm fracture). For those with met deductibles, those with high deductibles were much more likely to undergo tonsillectomy than those with low, moderate, and government deductibles. Unmet high deductibles were least likely to undergo tonsillectomy. CONCLUSIONS Health insurance plan type influences the incidence of pediatric elective surgery such as tonsillectomy but not procedures such as nonelective repair of arm fracture. High deductibles may discourage elective surgery for those deductibles that are unmet, risking inappropriate care of vulnerable pediatric patients. However, meeting the deductible may increase incidence, raising the question of overutilization.
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Affiliation(s)
- Vanessa F Torrecillas
- Department of Otolaryngology-Head and Neck Surgery, University of Utah, Salt Lake City, Utah, USA
| | | | | | | | - Paul Krakovitz
- Department of Otolaryngology-Head and Neck Surgery, University of Utah, Salt Lake City, Utah, USA.,Intermountain Healthcare, Salt Lake City, Utah, USA
| | | | | | - Jeremy D Meier
- Department of Otolaryngology-Head and Neck Surgery, University of Utah, Salt Lake City, Utah, USA.,Intermountain Healthcare, Salt Lake City, Utah, USA
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High-Deductible Health Plans and Healthcare Access, Use, and Financial Strain in Those with Chronic Obstructive Pulmonary Disease. Ann Am Thorac Soc 2021; 17:49-56. [PMID: 31599647 DOI: 10.1513/annalsats.201905-400oc] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
Rationale: Medical treatment can improve quality of life and avert exacerbations for those with chronic obstructive pulmonary disease (COPD). High-deductible health plans (HDHPs) can increase exposure to medical costs, and might compromise healthcare access and financial well-being for patients with COPD.Objectives: To examine the association of HDHPs with healthcare access, utilization, and financial strain among individuals with COPD.Methods: We analyzed privately insured adults aged 40-64 years with COPD in the 2011-2017 National Health Interview Survey, which uses Internal Revenue Service-specified thresholds to classify health plans as "high" or "traditional" deductible coverage. We assessed the association between enrollment in an HDHP and indicators of cost-related impediments to care, financial strain, and healthcare utilization, adjusting for potential confounders.Results: Our sample included 803 individuals with an HDHP and 1,334 with a traditional plan. The two groups' demographic and health characteristics were similar. Individuals enrolled in an HDHP more frequently reported delayed or foregone care, cost-related medication nonadherence, medical bill problems, and financial strain. They also more frequently reported out-of-pocket healthcare spending in excess of $5,000 a year. Although the two groups' office visit rates were similar, those enrolled in an HDHP were more likely to report a hospitalization or emergency room visit in the past year.Conclusions: For patients with COPD, enrollment in an HDHP was associated with cost-related barriers to care, financial strain, and more frequent emergency room visits and hospitalizations.
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Abstract
PURPOSE OF REVIEW Even with insurance coverage increasing over time among the population with diabetes, a large proportion continues to have poorly controlled disease. The purpose of this narrative literature review is to describe the social determinants of poor management of type 2 diabetes among the insured population and illustrate drivers of poor outcomes beyond insurance coverage. RECENT FINDINGS Despite the provision of health insurance, social determinants play a significant role in shaping diabetes outcomes, especially for economic instability (employment, out-of-pocket expenses associated with diabetes management), food insecurity, education and literacy, access to quality health care (health systems designed to effectively manage chronic disease), neighborhood and the built environment (segregated neighborhoods, socioeconomic conditions of communities, housing), and social and community context (discrimination, social support). Multiple social determinants shape poor diabetes outcomes among the insured. These determinants are now being further exacerbated by the COVID-19 pandemic, which has created the worst economic crisis for US families since the Great Depression. The evidence of this review points to the imperative need for more multilevel intervention approaches to address these determinants in the management of diabetes.
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Affiliation(s)
- Minal R Patel
- Department of Health Behavior and Health Education, University of Michigan School of Public Health, 1415 Washington Heights, SPH 1, Room 3810, Ann Arbor, MI, 48109-2029, USA.
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Ng BP, LaManna JB, Towne SD, Peach BC, He Q, Park C. Factors Associated With Avoiding Health Care Among Community-Dwelling Medicare Beneficiaries With Type 2 Diabetes. Prev Chronic Dis 2020; 17:E128. [PMID: 33059795 PMCID: PMC7587306 DOI: 10.5888/pcd17.200148] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023] Open
Abstract
Introduction Health care avoidance by Medicare beneficiaries with chronic conditions such as type 2 diabetes can result in adverse health and economic outcomes. The objective of this study was to describe factors associated with choices to avoid health care among Medicare beneficiaries with type 2 diabetes. Methods We used a survey-weighted logistic model and the nationally representative 2016 Medicare Current Beneficiary Survey to analyze data on 1,782 Medicare beneficiaries aged ≥65 with type 2 diabetes, to examine associations between Medicare beneficiaries’ decisions to avoid health care and multiple factors (eg, dissatisfaction with information given by providers, health problems that should have been discussed with providers but were not, worry about health more than other people their age). Results Of our study sample, 26.1% reported they avoid health care. Five factors were associated with avoiding health care: delaying care (vs not) because of costs (adjusted odds ratio [aOR] = 2.06; P = .005); having health problems that should have been discussed with providers but were not (vs having discussions) (aOR = 1.50; P = .04); worrying (vs not) about health more than other people their age (aOR = 2.13; P < .001); self-reporting “other” minority race (vs non-Hispanic White) (aOR = 2.01; P = .006); and education levels. Participants with less than a high school diploma (aOR = 1.95; P = .001) and participants with a high school diploma only (aOR = 1.49; P = .049) were more likely than participants with an education beyond high school to report avoiding health care. Conclusion Approximately 1 in 4 Medicare beneficiaries with type 2 diabetes avoid health care. We found inequities in care-seeking behavior by race/ethnicity and education level. Health care perceptions and lack of appropriate discussion of health care concerns with health care providers are also associated with this behavior. Clinical interventions (eg, improved patient–provider communication) and educational outreach are needed to decrease the numbers of Medicare beneficiaries who avoid health care.
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Affiliation(s)
- Boon Peng Ng
- College of Nursing, University of Central Florida.,Disability, Aging, and Technology Cluster, University of Central Florida.,College of Nursing and Disability, Aging and Technology Cluster, University of Central Florida, 12201 Research Pkwy, Ste 300, Orlando, FL 32826
| | | | - Samuel D Towne
- Disability, Aging, and Technology Cluster, University of Central Florida.,Department of Health Management & Informatics, University of Central Florida.,Department of Environmental and Occupational Health, School of Public Health, Texas A&M University.,Southwest Rural Health Research Center, Texas A&M University.,Center for Population Health and Aging, Texas A&M University
| | | | - Qing He
- Department of Statistics and Data Science, University of Central Florida
| | - Chanhyun Park
- Department of Pharmacy and Health Systems Sciences, School of Pharmacy, Northeastern University
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Chou SC, Hong AS, Weiner SG, Wharam JF. High-deductible health plans and low-value imaging in the emergency department. Health Serv Res 2020; 56:709-720. [PMID: 33025604 DOI: 10.1111/1475-6773.13569] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
OBJECTIVE To examine the effect of an employer-mandated switch to high-deductible health plans (HDHP) on emergency department (ED) low-value imaging. DATA SOURCES Claims data of a large national insurer between 2003 and 2014. STUDY DESIGN Difference-in-differences analysis with matched control groups. DATA COLLECTION/EXTRACTION METHODS The primary outcome is low-value imaging during ED visits for syncope, headache, or low back pain. We included members aged 19-63 years whose employers offered only low-deductible (≤$500) plans for one (baseline) year and, in the next (follow-up) year, offered only HDHPs (≥$1000). Contemporaneous members whose employers offered only low-deductible plans for two consecutive years served as controls. The groups were matched by person and employer propensity for HDHP switch, employer size, baseline calendar year, and baseline year quarterly number of total and imaged ED visits for each condition. We modeled the visit-level probability of low-value imaging using multivariable logistic regression with member-clustered standard errors. We also calculated population level monthly cumulative ED visit rates and modeled their trends using generalized linear regression adjusting for serial autocorrelation. PRINCIPAL FINDINGS After matching, we included 524 998 members in the HDHP group and 5 448 803 in the control group with a mean age of approximately 42 years and 48% female in both groups. On visit-level analyses, there were no significant differential changes in the probability of low-value imaging use in the HDHP and control groups. In population-level analyses, compared with control group members, members who switched to HDHPs experienced a relative decrease of 5.9% (95% CI - 10.3, -1.6) in ED visits for the study conditions and a relative decrease of 5.1% (95%CI -9.6, -0.6) in the subset of ED visits with low-value imaging. CONCLUSION Though HDHP switches decreased ED utilization, they had no significant effect on low-value imaging use after patients have decided to seek ED care.
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Affiliation(s)
- Shih-Chuan Chou
- Department of Emergency Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Arthur S Hong
- Department of Internal Medicine, UT Southwestern Medical Center, Dallas, Texas, USA
| | - Scott G Weiner
- Department of Emergency Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - J Frank Wharam
- Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, Massachusetts, USA
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Kim Y, Zhang F, Su K, LaRochelle M, Callahan M, Fisher D, Wharam JF, Asgari MM. Perioperative Serum 25-Hydroxyvitamin D Levels as a Predictor of Postoperative Opioid Use and Opioid Use Disorder: a Cohort Study. J Gen Intern Med 2020; 35:2545-2552. [PMID: 32583342 PMCID: PMC7459073 DOI: 10.1007/s11606-020-06001-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/08/2019] [Accepted: 06/17/2020] [Indexed: 12/14/2022]
Abstract
IMPORTANCE Vitamin D deficiency is associated with chronic pain syndromes and higher opioid use among cancer patients, but its association with opioid use among opioid-naïve subjects following a major surgical procedure with acute pain has not been explored. OBJECTIVE To determine the association between serum 25-hydroxyvitamin D (25(OH)D) levels, opioid use, and opioid use disorder. METHODS We identified commercially insured subjects aged 18-64 years with available perioperative serum 25-hydroxyvitamin D (25D) levels who underwent one of nine major surgical procedures in 2000-2014. Primary outcomes were dose and duration of opioid use measured using pharmacy claims. Secondary outcome was opioid use disorder captured using diagnosis codes. Multivariable negative binomial models with generalized estimating equations were performed examining the association between 25D levels and postoperative opioid use measures, adjusting for age, sex, race/ethnicity, Charlson score, education, income, latitude, and season of blood draw. Adjusted Cox regression was used to examine the association with opioid use disorder. RESULTS Among 5446 subjects, serum 25(OH)D was sufficient (≥ 20 ng/mL) among 4349 (79.9%) subjects, whereas 837 (15.4%) had insufficient (12 to < 20 ng/mL) and 260 (4.8%) had deficient (< 12 ng/mL) levels. On multivariable analysis, as compared with subjects with sufficient 25(OH)D levels, subjects with deficient 25(OH)D levels had 1.7 more days (95% CI 0.76, 2.58) of opioid use per year and had 98.7 higher morphine milligram equivalent dose (95% CI 55.7, 141.8) per year. Among 11,713 study cohort, subjects with deficient 25(OH)D levels were more likely to be diagnosed with opioid use disorders (HR 2.41; 95% CI 1.05, 5.52). CONCLUSION Patients undergoing common surgical procedures with deficient 25D levels are more likely to have higher opioid use and an increased risk of opioid use disorder compared to those with sufficient levels. Serum 25D levels may serve as a biomarker to identify subjects at increased risk of opioid misuse.
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Affiliation(s)
- Yuhree Kim
- Department of Population Medicine, Harvard Medical School, , 401 Park Drive #401, Boston, MA, 02215, USA.,Department of Dermatology, Massachusetts General Hospital, Harvard Medical School, , 50 Staniford Street, Boston, MA, USA
| | - Fang Zhang
- Department of Population Medicine, Harvard Medical School, , 401 Park Drive #401, Boston, MA, 02215, USA
| | - Katherine Su
- Department of Population Medicine, Harvard Medical School, , 401 Park Drive #401, Boston, MA, 02215, USA.,Department of Dermatology, Massachusetts General Hospital, Harvard Medical School, , 50 Staniford Street, Boston, MA, USA
| | - Marc LaRochelle
- Clinical Addiction Research and Education Unit, Section of General Internal Medicine, Department of Medicine, Boston University School of Medicine and Boston Medical Center, , Boston, MA, USA
| | - Matthew Callahan
- Department of Population Medicine, Harvard Medical School, , 401 Park Drive #401, Boston, MA, 02215, USA
| | - David Fisher
- Department of Dermatology, Massachusetts General Hospital, Harvard Medical School, , 50 Staniford Street, Boston, MA, USA
| | - J Frank Wharam
- Department of Population Medicine, Harvard Medical School, , 401 Park Drive #401, Boston, MA, 02215, USA
| | - Maryam M Asgari
- Department of Population Medicine, Harvard Medical School, , 401 Park Drive #401, Boston, MA, 02215, USA. .,Department of Dermatology, Massachusetts General Hospital, Harvard Medical School, , 50 Staniford Street, Boston, MA, USA.
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Wharam JF, Wallace J, Zhang F, Xu X, Lu CY, Hernandez A, Ross-Degnan D, Newhouse JP. Association Between Switching to a High-Deductible Health Plan and Major Cardiovascular Outcomes. JAMA Netw Open 2020; 3:e208939. [PMID: 32706381 PMCID: PMC7382004 DOI: 10.1001/jamanetworkopen.2020.8939] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
IMPORTANCE Most people with commercial health insurance in the US have high-deductible plans, but the association of such plans with major health outcomes is unknown. OBJECTIVE To describe the association between enrollment in high-deductible health plans and the risk of major adverse cardiovascular outcomes. DESIGN, SETTING, AND PARTICIPANTS This cohort study examined matched groups before and after an insurance design change. Data were from a large national commercial (and Medicare Advantage) health insurance claims data set that included members enrolled between January 1, 2003, and December 31, 2014. The study group included 156 962 individuals with risk factors for cardiovascular disease who were continuously enrolled in low-deductible (≤$500) health plans during a baseline year followed by up to 4 years in high-deductible (≥$1000) plans with typical value-based features after an employer-mandated switch. The matched control group included 1 467 758 individuals with the same risk factors who were contemporaneously enrolled in low-deductible plans. Data were analyzed from December 2017 to March 2020. EXPOSURES Employer-mandated transition to a high-deductible health plan. MAIN OUTCOMES AND MEASURES Time to first major adverse cardiovascular event defined as myocardial infarction or stroke. RESULTS The study group included 156 962 individuals and the control group included 1 467 758 individuals; the mean age of members was 53 years (SD: high-deductible group, 6.7 years; control group, 6.9 years), 47% were female, and approximately 48% lived in low-income neighborhoods. First major adverse cardiovascular events among high-deductible health plan members did not differ relative to controls at follow-up vs baseline (adjusted hazard ratio, 1.00; 95% CI, 0.89-1.13). Findings were similar among subgroups with diabetes (adjusted hazard ratio, 0.93; 95% CI, 0.75-1.16) and with other cardiovascular risk factors (adjusted hazard ratio, 0.93; 95% CI, 0.81-1.07). CONCLUSIONS AND RELEVANCE Mandated enrollment in high-deductible health plans with typical value-based features was not associated with increased risk of major adverse cardiovascular events.
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Affiliation(s)
- J. Frank Wharam
- Division of Health Policy and Insurance Research, Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, Massachusetts
| | - Jamie Wallace
- Division of Health Policy and Insurance Research, Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, Massachusetts
| | - Fang Zhang
- Division of Health Policy and Insurance Research, Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, Massachusetts
| | - Xin Xu
- Division of Health Policy and Insurance Research, Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, Massachusetts
| | - Christine Y. Lu
- Division of Health Policy and Insurance Research, Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, Massachusetts
| | - Adrian Hernandez
- Department of Medicine, Duke University School of Medicine, Durham, North Carolina
| | - Dennis Ross-Degnan
- Division of Health Policy and Insurance Research, Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, Massachusetts
| | - Joseph P. Newhouse
- Department of Health Care Policy, Harvard Medical School, Boston, Massachusetts
- Department of Health Policy and Management, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
- Harvard Kennedy School, Cambridge, Massachusetts
- National Bureau of Economic Research, Cambridge, Massachusetts
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Kalra R, Parcha V, Patel N, Bhargava A, Booker KS, Arora G, Arora P. Increased awareness, inadequate treatment, and poor control of cardiovascular risk factors in American young adults: 2005-2016. Eur J Prev Cardiol 2020; 28:304-312. [PMID: 33891685 DOI: 10.1177/2047487320905190] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/19/2019] [Accepted: 01/18/2020] [Indexed: 12/19/2022]
Abstract
INTRODUCTION There are little contemporary data about cardiovascular risk factors among young adults. We defined trends in diabetes mellitus (DM), hypertension, and hypercholesterolemia in American adults aged 18-44 years. METHODS The National Health and Nutrition Examination Study serial cross-sectional surveys were used to define three time periods: 2005-2008, 2009-2012, and 2013-2016. Age-adjusted weighted trends of prevalence, awareness, treatment, and control of DM, hypertension, and hypercholesterolemia were calculated by linear regression modelling in the overall sample, males, and females. Trends were calculated after adjustment for age, race, body mass index, smoking status, education attainment, income, insurance status, and number of healthcare visits. RESULTS From 2005-2008 to 2013-2016, 15,171 participants were identified. DM prevalence was stable ∼3%, hypertension prevalence was stable ∼11.0%, and hypercholesterolemia prevalence declined from 11.5% to 9.0% (ptrend = 0.02). DM awareness stayed stable between 61.1 and 74.1%, hypertension awareness increased from 68.7 to 77.7% (ptrend = 0.05), and hypercholesterolemia awareness was stable between 46.8 and 54.1%. DM and hypertension treatment improved markedly (ptrend < 0.001 and 0.05, respectively) but the hypercholesterolemia treatment was stable ∼30%. DM control improved across survey periods (7.7-17.4%, ptrend = 0.04) but hypertension control (∼50%) and hypercholesterolemia control (∼13%) remained stable. Prevalence, awareness, treatment, and control trends also differed between males and females. CONCLUSIONS There is a stable prevalence of DM, high and stable prevalence of hypertension, and declining prevalence of hypercholesterolemia among young Americans. Despite stable or increasing awareness of diabetes and hypertension, there are inadequate treatment and control trends for DM, hypertension, and hypercholesterolemia.
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Affiliation(s)
- Rajat Kalra
- Cardiovascular Division, University of Minnesota, USA
| | - Vibhu Parcha
- Division of Cardiovascular Disease, University of Alabama at Birmingham, USA
| | - Nirav Patel
- Department of Medicine, University of Alabama at Birmingham, USA
| | - Anirudh Bhargava
- Department of Medicine, University of Alabama at Birmingham, USA
| | - Katherine S Booker
- Division of Hospital Medicine, Children's Minnesota, USA
- Department of Medicine, Abbott Northwestern Hospital, USA
| | - Garima Arora
- Division of Cardiovascular Disease, University of Alabama at Birmingham, USA
| | - Pankaj Arora
- Division of Cardiovascular Disease, University of Alabama at Birmingham, USA
- Section of Cardiology, Birmingham Veterans Affairs Medical Center, USA
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Himmelstein DU, Woolhandler S, Fauke C. Health Care Crisis by the Numbers. INTERNATIONAL JOURNAL OF HEALTH SERVICES 2019; 49:697-711. [PMID: 31422753 DOI: 10.1177/0020731419867207] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
We summarize recent data on health and health care in the United States. Many millions suffer financial distress due to medical bills and forego needed care because of costs. Pay-for-performance programs have failed to achieve the results promised and in some cases have backfired. Health care firms expend huge amounts on marketing that provides no benefit to patients. Millions of health care workers, particularly women of color, are so poorly paid that they live in poverty, and gender-based pay inequities remain common in the health sector. Polls continue to show strong popular support for a single-payer reform, but politicians continue to resist it.
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Affiliation(s)
| | | | - Clare Fauke
- 3 Physicians for a National Health Program, PNHP National Office, Chicago, Illinois, USA
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38
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Goulet M, Goldstein J. High-Deductible Insurance and Delay in Care. Ann Intern Med 2019; 171:226. [PMID: 31382281 DOI: 10.7326/l19-0204] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Affiliation(s)
- Michael Goulet
- Christiana Care Health System, Newark, Delaware (M.G., J.G.)
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Wylezinski LS, Gray JD, Polk JB, Harmata AJ, Spurlock CF. Illuminating an Invisible Epidemic: A Systemic Review of the Clinical and Economic Benefits of Early Diagnosis and Treatment in Inflammatory Disease and Related Syndromes. J Clin Med 2019; 8:E493. [PMID: 30979036 PMCID: PMC6518102 DOI: 10.3390/jcm8040493] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2019] [Revised: 04/06/2019] [Accepted: 04/08/2019] [Indexed: 12/12/2022] Open
Abstract
Healthcare expenditures in the United States are growing at an alarming level with the Centers for Medicare and Medicaid Services (CMS) projecting that they will reach $5.7 trillion per year by 2026. Inflammatory diseases and related syndromes are growing in prevalence among Western societies. This growing population that affects close to 60 million people in the U.S. places a significant burden on the healthcare system. Characterized by relatively slow development, these diseases and syndromes prove challenging to diagnose, leading to delayed treatment against the backdrop of inevitable disability progression. Patients require healthcare attention but are initially hidden from clinician's view by the seemingly generalized, non-specific symptoms. It is imperative to identify and manage these underlying conditions to slow disease progression and reduce the likelihood that costly comorbidities will develop. Enhanced diagnostic criteria coupled with additional technological innovation to identify inflammatory conditions earlier is necessary and in the best interest of all healthcare stakeholders. The current total cost to the U.S. healthcare system is at least $90B dollars annually. Through unique analysis of financial cost drivers, this review identifies opportunities to improve clinical outcomes and help control these disease-related costs by 20% or more.
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Affiliation(s)
- Lukasz S Wylezinski
- Department of Medicine, Vanderbilt University School of Medicine, Nashville, TN 37232, USA.
- IQuity, Inc., Nashville, TN 37203, USA.
| | | | | | | | - Charles F Spurlock
- Department of Medicine, Vanderbilt University School of Medicine, Nashville, TN 37232, USA.
- IQuity, Inc., Nashville, TN 37203, USA.
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Pauly MV. Switching to High-Deductible Health Plans: It Is Going to Be a Bumpy Ride. Ann Intern Med 2018; 169:879-880. [PMID: 30458466 DOI: 10.7326/m18-2825] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Affiliation(s)
- Mark V Pauly
- University of Pennsylvania, Philadelphia, Pennsylvania (M.V.P.)
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