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Graf M, Baumgardner JR, Neumann U, Brewer IP, Chou JW, Fendrick AM. Economic Evidence on Cost Sharing and Alternative Insurance Designs to Address Moral and Behavioral Hazards in High-Income Health Care Systems: A Systematic Review. JOURNAL OF MARKET ACCESS & HEALTH POLICY 2024; 12:342-368. [PMID: 39588278 PMCID: PMC11587077 DOI: 10.3390/jmahp12040027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/16/2024] [Revised: 10/19/2024] [Accepted: 11/08/2024] [Indexed: 11/27/2024]
Abstract
In health insurance, "moral hazard" describes the concept that coverage without an out-of-pocket cost to consumers could result in health care utilization beyond economically efficient levels. In response, payers in the United States (US) have designed pharmaceutical benefit plans with significant cost exposure (e.g., co-pays, co-insurance, or deductibles). While substantial evidence links patient cost exposure to reduced drug spending, it remains unclear to what degree this translates into greater efficiency or an indiscriminate drop in overall consumption also reducing needed utilization. We conducted a systematic literature review to understand whether commonly implemented utilization management (UM) strategies and insurance designs with a behavioral or value-based (BID/VBID) component have been explored as tools to mitigate moral hazard and to assess how cost-sharing policies and innovative insurance designs impact consumer spending. Eligible studies compared conventional cost-exposure policies to BID/VBID, including tiered cost-sharing and other UM strategies. We found that broad implementation of patient cost exposure is not well supported by empirical evidence assessing efficiency-defined as the use of clinically appropriate services with value at or above the marginal cost of health care utilization in the contemporary US setting. As a result, payers and policy makers alike ought to explore insurance alternatives that more closely align health care consumption incentives to value of care.
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Affiliation(s)
- Marlon Graf
- Precision AQ, Bethesda, MD 20814, USA; (J.R.B.); (I.P.B.); (J.W.C.)
| | | | - Ulrich Neumann
- Johnson & Johnson Innovative Medicine, Titusville, NJ 08560, USA;
| | - Iris P Brewer
- Precision AQ, Bethesda, MD 20814, USA; (J.R.B.); (I.P.B.); (J.W.C.)
| | - Jacquelyn W Chou
- Precision AQ, Bethesda, MD 20814, USA; (J.R.B.); (I.P.B.); (J.W.C.)
| | - A Mark Fendrick
- Center for Value Based Insurance Design (V-BID), University of Michigan, Ann Arbor, MI 48109, USA;
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2
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Zewde N, Rodriguez SR, Glied SA. High-Deductible Health Insurance May Exacerbate Racial And Ethnic Wealth Disparities. Health Aff (Millwood) 2024; 43:1455-1463. [PMID: 39374453 DOI: 10.1377/hlthaff.2023.01199] [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: 10/09/2024]
Abstract
This study examined the equity implications of high-deductible health plans within the context of racial and ethnic wealth disparities. Using restricted data from the Medical Expenditure Panel Survey, we evaluated the net worth (in 2011-18) and financial assets (in 2011-16) of families with private insurance and those in high-deductible health plans with and without an associated health savings account. Our results represent, to our knowledge, the first estimates of racial and ethnic wealth disparities within these populations. Results show that White households consistently held significantly more wealth than did Black and Hispanic households across income levels. In the lowest income quartile, White privately insured families had more than 350 percent more in financial assets than their Black counterparts. Low-income Black and Hispanic families with high-deductible health plans but no savings accounts had median financial assets ($2,200 and $2,000, respectively) that were well below the average family coverage deductible. Study findings highlight the role of systemic racial wealth disparities, beyond that of income, to establish a unique pathway whereby high deductibles can exacerbate health care inequities.
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Affiliation(s)
- Naomi Zewde
- Naomi Zewde , University of California Los Angeles, Los Angeles, California
| | | | - Sherry A Glied
- Sherry A. Glied, New York University, New York, New York
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3
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Ragavan MV, Swartz S, Clark M, Chino F. Pharmacy Assistance Programs for Oral Anticancer Drugs: A Narrative Review. JCO Oncol Pract 2024; 20:472-482. [PMID: 38241597 DOI: 10.1200/op.23.00295] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Revised: 09/20/2023] [Accepted: 11/28/2023] [Indexed: 01/21/2024] Open
Abstract
Oral anticancer medications (OAMs) are high priced with a significant cost-sharing burden to patients, which can lead to catastrophic financial, psychosocial, and clinical repercussions. Cost-conscious prescribing and inclusion of low-cost alternatives can help mitigate this burden, but cost transparency at the point of prescribing remains a major barrier to doing so. Pharmacy assistance programs, including co-payment cards and patient assistance programs administered by manufacturers and foundation-based grants, remain an essential resource for patients facing prohibitive co-payments for OAMs. However, access to these programs is fraught with complexities, including lack of trained financial navigators, limited transparency on eligibility criteria, onerous documentation burdens, and limits in available funding. Despite these drawbacks and the potential for such programs to incentivize manufacturers to keep list prices high, assistance programs have been demonstrated to improve financial well-being for patients with cancer. The increasing development of integrated specialty pharmacies with dedicated, trained pharmacy staff can help improve and standardize access to such programs, but these services are disproportionately available to patients seen at tertiary care centers. Multistakeholder interventions are needed to mitigate the burden of cost sharing for OAMs, including increased clinician knowledge of financial resources and novel assistance mechanisms, investment of institutions in trained financial navigation services and centralized platforms to identify assistance programs, and policies to cap out-of-pocket spending and improve transparency of rates charged by pharmacy benefit managers to a health plan.
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Affiliation(s)
- Meera V Ragavan
- Division of Research, Kaiser Permanente Northern California, Oakland, CA
| | - Scott Swartz
- School of Medicine, University of California, San Francisco, San Francisco, CA
| | - Mackenzie Clark
- Department of Clinical Pharmacy, University of California, San Francisco, San Francisco, CA
| | - Fumiko Chino
- Affordability Working Group, Memorial Sloan Kettering Cancer Center, New York, NY
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4
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Kwon Y, Roberts ET, Degenholtz HB, Jacobs BL, Sabik LM. Association of Medicare eligibility with access to and affordability of care among older cancer survivors. J Cancer Surviv 2024:10.1007/s11764-024-01562-x. [PMID: 38520599 PMCID: PMC11417130 DOI: 10.1007/s11764-024-01562-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2023] [Accepted: 03/07/2024] [Indexed: 03/25/2024]
Abstract
PURPOSE Older cancer survivors have substantial needs for ongoing care, but they may encounter difficulties accessing care due to cost concerns. We examined whether near-universal insurance coverage through Medicare-a key source of health insurance coverage in this population-is associated with improvements in care access and affordability among older cancer survivors around age 65. METHODS In a nationally representative sample of cancer survivors (aged 50-80) from 2006-2018 National Health Interview Survey, we employed a quasi-experimental, regression discontinuity design to estimate changes in insurance coverage, delayed/skipped care due to cost, and worries about or problems paying medical bills at age 65. RESULTS Medicare coverage sharply increased from 8.3% at age 64 to 98.2% at age 65, ensuring near-universal insurance coverage (99.5%). Medicare eligibility at age 65 was associated with reductions in delayed/skipped care due to cost (discontinuity, - 5.7 percentage points or pp; 95% CI, - 8.1, - 3.3; P < .001), worries about paying for medical bills (- 7.7 pp; 95% CI, - 12.0, - 3.2; P = .001), and problems paying medical bills (- 3.2 pp; 95% CI, - 6.1, - 0.2; P = .036). However, a sizable proportion reported any access or affordability problems (29.7%) between ages 66 and 80. CONCLUSIONS Near-universal Medicare coverage at age 65 was associated with a reduction-but not elimination-of access and affordability problems among cancer survivors. IMPLICATIONS FOR CANCER SURVIVORS These findings reaffirm the role of Medicare in improving access and affordability for older cancer survivor and highlight opportunities for reforms to further alleviate financial burden of care in this population.
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Affiliation(s)
- Youngmin Kwon
- Department of Health Policy and Management, University of Pittsburgh, School of Public Health, A610 Public Health, 130 De Soto Street, Pittsburgh, PA, 15261, USA.
| | - Eric T Roberts
- Department of General Internal Medicine, Perelman School of Medicine, University of Pennsylvania, 423 Guardian Drive, Philadelphia, PA, 19104, USA
| | - Howard B Degenholtz
- Department of Health Policy and Management, University of Pittsburgh, School of Public Health, A610 Public Health, 130 De Soto Street, Pittsburgh, PA, 15261, USA
| | - Bruce L Jacobs
- Department of Urology, Division of Health Services Research, University of Pittsburgh, School of Medicine, 3471 Fifth Ave, Suite 801, Pittsburgh, PA, 15213, USA
| | - Lindsay M Sabik
- Department of Health Policy and Management, University of Pittsburgh, School of Public Health, A610 Public Health, 130 De Soto Street, Pittsburgh, PA, 15261, USA
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Ragavan MV, Swartz S, Clark M, Lo M, Gupta A, Chino F, Lin TK. Access to Financial Assistance Programs and Their Impact on Overall Spending on Oral Anticancer Medications at an Integrated Specialty Pharmacy. JCO Oncol Pract 2024; 20:291-299. [PMID: 38175987 DOI: 10.1200/op.23.00446] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Revised: 10/23/2023] [Accepted: 11/15/2023] [Indexed: 01/06/2024] Open
Abstract
PURPOSE Financial assistance (FA) programs are increasingly used to help patients afford oral anticancer medications (OAMs), but access to such programs and their impact on out-of-pocket (OOP) spending has not been well explored. This study aimed to (1) characterize the impact of receipt of FA on both OOP spending and likelihood of catastrophic spending on OAMs and (2) evaluate racial/ethnic disparities in access to FA programs. METHODS Patients with a cancer diagnosis prescribed an OAM anytime between January 1, 2021, and December 31, 2021 were included in this retrospective, single-center study at an integrated specialty pharmacy affiliated with a tertiary academic cancer center. Fixed-effect regression models were used to characterize the impact of receipt of FA on overall spending and likelihood of catastrophic spending on OAMs, as well as explore the association of race/ethnicity with receipt of FA. RESULTS Across 1,186 patients prescribed an OAM, 37% received FA. Receipt of FA was associated with lower annual spending on OAMs (β = -$1,236 US dollars [USD; 95% CI, -$1,841 to -$658], P < .001) but not reduced risk of catastrophic spending (odds ratio [OR], 0.442 [95% CI, 0.755 to 3.199], P = .23). Non-White patients (OR, 0.60 [95% CI, 0.43 to 0.85], P = .004) and patients who spoke English as a second language (OR, 0.46 [95% CI, 0.23 to 0.90], P = .02) were less likely to receive FA compared with White and English-speaking patients, respectively. CONCLUSION FA programs can mitigate high OOP spending but not for patients who spend at catastrophic levels. There are racial/ethnic and language disparities in access to such programs. Future studies should evaluate access to FA programs across diverse delivery settings.
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Affiliation(s)
- Meera V Ragavan
- University of California, San Francisco, Department of Medicine, Division of Hematology/Oncology, San Francisco, CA
| | - Scott Swartz
- University of California, San Francisco, School of Medicine, San Francisco, CA
| | - Mackenzie Clark
- University of California, San Francisco, School of Pharmacy, San Francisco, CA
| | - Mimi Lo
- University of California, San Francisco, School of Pharmacy, San Francisco, CA
| | - Arjun Gupta
- University of Minnesota, Department of Internal Medicine, Minneapolis, MN
| | - Fumiko Chino
- Memorial Sloan Kettering Cancer Center, Department of Radiation Oncology, New York, NY
| | - Tracy Kuo Lin
- University of California, San Francisco, Institute for Health and Aging, School of Nursing, San Francisco, CA
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Nishtala MV, Reed M, Schumacher J, Hanlon B, Venkatesh M, Collins M, Zarzaur BL. Catastrophic health expenditure in nonneurological injury due to motor vehicle crash. J Trauma Acute Care Surg 2023; 95:172-180. [PMID: 37125834 PMCID: PMC10524788 DOI: 10.1097/ta.0000000000003993] [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] [Indexed: 05/02/2023]
Abstract
BACKGROUND Motor vehicle crashes (MVCs) are a leading cause of nonfatal injury in the United States and impose a high financial cost to the patient and the economy. For many patients, this cost may be financially devastating and contribute to worsening health outcomes after injury. We aimed to describe the population level risk of catastrophic health expenditure (CHE) and determine factors associated with risk of CHE. METHODS We performed a retrospective review using the 2014-2017 Nationwide Inpatient Sample. The study population consisted of uninsured and privately insured adults aged 26 to 64 years who were hospitalized for nonneurologic traumatic injury due to MVCs. Our measure of financial hardship was CHE, which was defined as hospital charges ≥40% of postsubsistence income. Income estimates were derived from zip-code level data using Γ distribution modeling. RESULTS Our sample included 189,000 patients, of which 149,705 had private insurance and 39,375 were uninsured. The median estimated income for the study cohort was $66,118 (interquartile range, $65,353-$66,884). The median cost of hospitalization was $53,467 (interquartile range, $29,854-$99,914). In addition, 91.5% of uninsured patients suffering from MVC are at risk for CHE, and 10.1% of privately insured patients are at risk for CHE. Among the insured, Black, Hispanic, and low income were associated with CHE. CONCLUSION Nine of 10 uninsured patients are at risk for CHE after hospitalization for MVC. Despite having insurance, 10% of patients are still at risk of CHE. Black, Hispanic, and low-income communities are at highest risk of having private insurance and still experiencing CHE. This is the first population level analysis after the implementation of the Affordable Care Act that assesses the financial burden of no insurance and underinsurance. These data are important to understand the effectiveness of insurance coverage and guide hospital and policy level interventions to prevent CHE. LEVEL OF EVIDENCE Prognostic and Epidemiological; Level III.
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Affiliation(s)
- Madhuri V Nishtala
- From the Department of Surgery (M.V.N., J.S., M.V., B.L.Z.), University of Wisconsin School of Medicine and Public Health; Department of Consumer Behavior and Family Economics (M.R.), University of Wisconsin-Madison; Department of Biostatistics and Medical Informatics (B.H.), University of Wisconsin School of Medicine and Public Health; and Department of Surgery (M.C.), Robert M. La Follette School of Public Affairs, University of Wisconsin-Madison, Madison, Wisconsin
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Williams CP, Platter HN, Davidoff AJ, Vanderpool RC, Pisu M, de Moor JS. "It's just not easy to understand": A mixed methods study of health insurance literacy and insurance plan decision-making in cancer survivors. Cancer Med 2023; 12:15424-15434. [PMID: 37218419 PMCID: PMC10417217 DOI: 10.1002/cam4.6133] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Revised: 05/09/2023] [Accepted: 05/12/2023] [Indexed: 05/24/2023] Open
Abstract
BACKGROUND Understanding cancer survivors' health insurance decision-making is needed to improve insurance choice, potentially resulting in reduced financial hardship. METHODS This explanatory mixed methods study assessed health insurance decision-making in cancer survivors. Health Insurance Literacy Measure (HILM) captured HIL. Quantitative eye-tracking data collected from two simulated health insurance plan choice sets gauged dwell time (seconds), or interest, in benefits. Dwell time differences by HIL were estimated using adjusted linear models. Qualitative interviews explored survivors' insurance decision-making choices. RESULTS Cancer survivors (N = 80; 38% breast cancer) had a median age of 43 at diagnosis (IQR 34-52). When comparing traditional and high-deductible health plans, survivors were most interested in drug costs (median dwell time 58 s, IQR 34-109). When comparing health maintenance organization and preferred provider organization plans, survivors were most interested in test/imaging costs (40s, IQR 14-67). Survivors with low versus high HIL had more interest in deductible (β = 19 s, 95% CI 2-38) and hospitalization costs (β = 14 s, 95% CI 1-27) in adjusted models. Survivors with low versus high HIL more often ranked out-of-pocket (OOP) maximums and coinsurance as the most important and confusing benefits, respectively. Interviews (n = 20) revealed survivors felt alone "to do their own research" about insurance choices. OOP maximums were cited as the deciding factor since it is "how much money is going to be taken out of my pocket." Coinsurance was considered "rather than a benefit, it's a hindrance." CONCLUSION Interventions to aid in health insurance understanding and choice are needed to optimize plan choice and potentially reduce cancer-related financial hardship.
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Affiliation(s)
- Courtney P. Williams
- Divison of Preventive MedicineUniversity of Alabama at BirminghamBirminghamAlabamaUSA
| | - Heather N. Platter
- Division of Cancer Control and Population SciencesNational Cancer InstituteRockvilleMarylandUSA
| | - Amy J. Davidoff
- Division of Cancer Control and Population SciencesNational Cancer InstituteRockvilleMarylandUSA
| | - Robin C. Vanderpool
- Division of Cancer Control and Population SciencesNational Cancer InstituteRockvilleMarylandUSA
| | - Maria Pisu
- Divison of Preventive MedicineUniversity of Alabama at BirminghamBirminghamAlabamaUSA
| | - Janet S. de Moor
- Division of Cancer Control and Population SciencesNational Cancer InstituteRockvilleMarylandUSA
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Wu J, Moss H. Financial Toxicity in the Post-Health Reform Era. J Am Coll Radiol 2023; 20:10-17. [PMID: 36509218 DOI: 10.1016/j.jacr.2022.09.036] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2022] [Revised: 09/21/2022] [Accepted: 09/27/2022] [Indexed: 12/13/2022]
Abstract
The Patient Protection and Affordable Care Act (ACA), enacted in March 2010, was comprehensive health care reform legislation aimed to improve health care access and quality of care and curb health care-related costs. This review focuses on key provisions of the ACA and their impact on financial toxicity. We will focus our review on cancer care, because this is the most commonly studied disease process in respect to financial toxicity. Patients with cancer face rising expenditures and financial burden, which in turn impact quality of life, compliance to treatment, and survival outcomes. Health insurance expansion include dependent-coverage expansion, Medicaid expansion, and establishment of the Marketplace. Coverage reform focused on reducing financial barriers by limiting cost sharing. Payment reforms included new innovative payment and delivery systems to focus on improving outcomes and reducing costs. Challenges remain as efforts to reduce costs have led to the expansion of insurance plans, such as high-deductible health plans, that may ultimately worsen financial toxicity in cancer and high out-of-pocket costs for further diagnostic testing and procedures. Further research is necessary to evaluate the long-term impacts of the ACA provisions-and threats to the ACA-on outcomes and the costs accrued by patients.
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Affiliation(s)
- Jenny Wu
- Resident, Department of Obstetrics and Gynecology, Duke University Medical Center, Durham, North Carolina.
| | - Haley Moss
- Assistant Professor, Division of Gynecologic Oncology, Duke Cancer Institute, Duke University Medical Center, Durham, North Carolina
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9
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Addressing racial disparities in surgical care with machine learning. NPJ Digit Med 2022; 5:152. [PMID: 36180724 PMCID: PMC9525720 DOI: 10.1038/s41746-022-00695-6] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2022] [Accepted: 09/12/2022] [Indexed: 11/17/2022] Open
Abstract
There is ample evidence to demonstrate that discrimination against several population subgroups interferes with their ability to receive optimal surgical care. This bias can take many forms, including limited access to medical services, poor quality of care, and inadequate insurance coverage. While such inequalities will require numerous cultural, ethical, and sociological solutions, artificial intelligence-based algorithms may help address the problem by detecting bias in the data sets currently being used to make medical decisions. However, such AI-based solutions are only in early development. The purpose of this commentary is to serve as a call to action to encourage investigators and funding agencies to invest in the development of these digital tools.
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Carbone AD, Wang K, Tiao J, Chu B, Poeran J, Colvin AC, Gladstone JN, Anthony SG. Trends in Health Care Expenditures and Patient Out-of-Pocket Expenses in Primary Anterior Cruciate Ligament Reconstruction. Am J Sports Med 2022; 50:2680-2687. [PMID: 35834951 DOI: 10.1177/03635465221107082] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
BACKGROUND Anterior cruciate ligament reconstruction (ACLR) is one of the most commonly performed orthopaedic procedures in the United States, and the number of procedures is increasing annually, as is the cost. Patients are expected to shoulder a larger out-of-pocket expenditure. PURPOSE To answer the following questions: (1) How is reimbursement changing for ACLR, and how is this affecting patients' out-of-pocket expenditures? (2) How are reimbursements from payers and patients' out-of-pocket expenses for ACLR distributed, and how is this changing? (3) Does performing ACLR in an ambulatory surgery center (ASC) result in lower costs for payers and patients? STUDY DESIGN Economic and decision analysis study; Level of evidence, 4. METHODS A total of 37,763 patients who underwent outpatient primary arthroscopic ACLR in the United States between 2013 and 2017 were identified using the IBM MarketScan Commercial Claims and Encounters Database. Patients with concomitant procedures and revision ACLR were excluded. Recorded outcomes were total patient payments and reimbursed claim totals in US dollars. RESULTS Day-of-surgery reimbursement decreased 4.3% from $11,536 in 2013 to $11,044 in 2017, while patient out-of-pocket expenses increased 36% from $1085 in 2013 to $1480 in 2017. Day-of-surgery charges were the highest expense for patients, followed by physical therapy and magnetic resonance imaging (MRI) costs. Total reimbursement for MRI decreased 22.5%, while patient out-of-pocket expenses for MRI increased 166%. ACLR performed in an outpatient hospital resulted in 61% greater day-of-surgery expenditure for payers compared with ACLR performed in an ASC; however, the median total patient out-of-pocket savings for ACLRs performed in an ASC versus outpatient hospital was only $11. CONCLUSION Out-of-pocket expenses for patients are increasing as they are forced to cover a larger percentage of their health care costs despite overall payer reimbursement decreasing. High-deductible health plans reimbursed the least out of all insurance types while having the highest patient out-of-pocket expenditure.
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Affiliation(s)
- Andrew D Carbone
- Cedars-Sinai Kerlan-Jobe Institute, Los Angeles, California, USA
| | - Kevin Wang
- Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Justin Tiao
- Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Brennan Chu
- Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Jashvant Poeran
- Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA.,Department of Population Health Science & Policy, Institute for HealthCare Delivery Science, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Alexis C Colvin
- Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - James N Gladstone
- Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Shawn G Anthony
- Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
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11
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Jazowski SA, Wilson L, Dusetzina SB, Zafar SY, Zullig LL. Association of High-Deductible Health Plan Enrollment With Spending on and Use of Lenalidomide Therapy Among Commercially Insured Patients With Multiple Myeloma. JAMA Netw Open 2022; 5:e2215720. [PMID: 35671056 PMCID: PMC9175078 DOI: 10.1001/jamanetworkopen.2022.15720] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
IMPORTANCE High-deductible health plans (HDHPs) require high upfront cost-sharing, which has been associated with suboptimal anticancer medication uptake and adherence. Whether HDHP enrollment has limited the affordability and use of lenalidomide therapy among commercially insured patients with multiple myeloma is unknown. OBJECTIVE To assess the association of HDHP enrollment with out-of-pocket spending on and adherence to lenalidomide therapy. DESIGN, SETTING, AND PARTICIPANTS In this cohort study, data were obtained from the IBM MarketScan Commercial Claims and Encounters Database for adults aged 18 to 64 years with multiple myeloma who newly initiated lenalidomide therapy between April 1, 2013, and June 30, 2017. Quantile regression and modified Poisson regression evaluated out-of-pocket spending, and group-based trajectory models and multinomial logistic regression examined patterns of and factors associated with adherence. Analyses were conducted from April to August 2020. EXPOSURES High-deductible health plan enrollment in the 3 months before and 6 months after initiation of lenalidomide therapy. MAIN OUTCOMES AND MEASURES Distribution of out-of-pocket spending, the probability of paying more than $100 for the first and any lenalidomide prescription fill, and monthly lenalidomide therapy adherence using the proportion of days covered (≥80%). RESULTS Of the 3163 commercially insured patients who initiated lenalidomide therapy (median age, 57 years [IQR, 53-60 years for HDHP enrollees and 52-61 years for non-HDHP enrollees]), 328 (10.4%) were enrolled in HDHPs and 1769 (55.9%) were women. Among the highest spenders (95th percentile), HDHP enrollees paid $376 (95% CI, -$28 to $780) and $217 (95% CI, $106-$323) more for their first and any lenalidomide prescription fill, respectively, compared with non-HDHP enrollees in the 6 months after initiation. High-deductible health plan enrollment was also associated with an increased risk of paying more than $100 for the initial (adjusted risk ratio [aRR], 1.30 [95% CI, 1.13-1.50]) and any (aRR, 1.26 [95% CI, 1.12-1.42]) lenalidomide prescription fill. Three adherence trajectory groups were identified: those with high adherence (n = 1273), late nonadherence (n = 1084), and early nonadherence (n = 805). High-deductible health plan enrollment was not associated with adherence group assignment. CONCLUSIONS AND RELEVANCE In this cohort study, HDHP enrollment was associated with higher out-of-pocket spending per lenalidomide prescription fill; however, no statistically significant differences in adherence patterns between HDHP and non-HDHP enrollees were observed. Patient (eg, perceptions of treatment benefits), payer (eg, out-of-pocket maximums), and clinician (eg, counseling patients on disease severity) factors may have limited the potential for nonadherence among commercially insured patients who initiated lenalidomide therapy.
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Affiliation(s)
- Shelley A. Jazowski
- Department of Health Policy and Management, UNC (University of North Carolina at Chapel Hill) Gillings School of Global Public Health
- Department of Health Policy, Vanderbilt University School of Medicine, Nashville, Tennessee
| | - Lauren Wilson
- Department of Population Health Sciences, Duke University School of Medicine, Durham, North Carolina
| | - Stacie B. Dusetzina
- Department of Health Policy, Vanderbilt University School of Medicine, Nashville, Tennessee
- Vanderbilt-Ingram Cancer Center, Nashville, Tennessee
| | - S. Yousuf Zafar
- Department of Population Health Sciences, Duke University School of Medicine, Durham, North Carolina
- Division of Medical Oncology, Department of Medicine, Duke University School of Medicine, Durham, North Carolina
- Sanford School of Public Policy, Duke University, Durham, North Carolina
| | - Leah L. Zullig
- Department of Population Health Sciences, Duke University School of Medicine, Durham, North Carolina
- Center of Innovation to Accelerate Discovery and Practice Transformation, Durham Veterans Affairs Health Care System, Durham, North Carolina
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12
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Endocrine therapy initiation among women with stage I-III invasive, hormone receptor-positive breast cancer from 2001-2016. Breast Cancer Res Treat 2022; 193:203-216. [PMID: 35275285 PMCID: PMC10135399 DOI: 10.1007/s10549-022-06561-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Accepted: 02/26/2022] [Indexed: 11/02/2022]
Abstract
PURPOSE This retrospective cohort study examined patterns of endocrine therapy initiation over time and by demographic, tumor, and treatment characteristics. METHODS We included 7777 women from three U.S. integrated healthcare systems diagnosed with incident stage I-III hormone receptor-positive breast cancer between 2001 and 2016. We extracted endocrine therapy from pharmacy dispensings, defining initiation as dispensings within 12 months of diagnosis. Demographic, tumor, and treatment characteristics were collected from electronic health records. Using generalized linear models with a log link and Poisson distribution, we estimated initiation of any endocrine therapy, tamoxifen, and aromatase inhibitors (AI) over time with relative risks (RR) and 95% confidence intervals (CI) adjusted for age, tumor characteristics, diagnosis year, other treatment, and study site. RESULTS Among women aged 20+ (mean 62 years), 6329 (81.4%) initiated any endocrine therapy, and 1448 (18.6%) did not initiate endocrine therapy. Tamoxifen initiation declined from 67 to 15% between 2001 and 2016. AI initiation increased from 6 to 69% between 2001 and 2016 in women aged ≥ 55 years. The proportion of women who did not initiate endocrine therapy decreased from 19 to 12% between 2002 and 2014 then increased to 17% by 2016. After adjustment, women least likely to initiate endocrine therapy were older (RR = 0.81, 95% CI 0.77-0.85 for age 75+ vs. 55-64), Black (RR = 0.93, 95% CI 0.87-1.00 vs. white), and had stage I disease (RR = 0.88, 95% CI 0.85-0.91 vs. stage III). CONCLUSIONS Despite an increase in AI use over time, at least one in six eligible women did not initiate endocrine therapy, highlighting opportunities for improving endocrine therapy uptake in breast cancer survivors.
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Jones KF, Laury E, Sanders JJ, Starr LT, Rosa WE, Booker SQ, Wachterman M, Jones CA, Hickman S, Merlin JS, Meghani SH. Top Ten Tips Palliative Care Clinicians Should Know About Delivering Antiracist Care to Black Americans. J Palliat Med 2022; 25:479-487. [PMID: 34788577 PMCID: PMC9022452 DOI: 10.1089/jpm.2021.0502] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/05/2021] [Indexed: 01/05/2023] Open
Abstract
Racial disparities, including decreased hospice utilization, lower quality symptom management, and poor-quality end-of-life care have been well documented in Black Americans. Improving health equity and access to high-quality serious illness care is a national palliative care (PC) priority. Accomplishing these goals requires clinician reflection, engagement, and large-scale change in clinical practice and health-related policies. In this article, we provide an overview of key concepts that underpin racism in health care, discuss common serious illness disparities in Black Americans, and propose steps to promote the delivery of antiracist PC.
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Affiliation(s)
| | - Esther Laury
- Louise Fitzpatrick College of Nursing, Villanova University, Villanova, Pennsylvania, USA
| | - Justin J. Sanders
- Department of Psychosocial Oncology and Palliative Care, Dana-Farber Cancer Institute and Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Lauren T. Starr
- New Courtland Center for Transitions and Health, University of Pennsylvania School of Nursing, Philadelphia, Pennsylvania, USA
| | - William E. Rosa
- Department of Psychiatry and Behavioral Sciences, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Staja Q. Booker
- Department of Biobehavioral Nursing Science, University of Florida College of Nursing, Gainesville, Florida, USA
| | - Melissa Wachterman
- Section of General Internal Medicine, VA Boston Healthcare System, Boston, Massachusetts, USA
| | - Christopher A. Jones
- Department of Medicine, Duke University School of Medicine, Durham, North Carolina, USA
| | - Susan Hickman
- Department of Community and Health Systems, Indiana University School of Nursing, Indiana University Center for Aging Research, Regenstrief Institute, Inc., Indianapolis, Indiana, USA
| | - Jessica S. Merlin
- Section of Palliative Care and Medical Ethics, Division of General Internal Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Salimah H. Meghani
- Department of Biobehavioral Health Sciences, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- New Courtland Center for Transitions and Health, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania, USA
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Guo Z, Zheng L, Fu M, Li H, Bai L, Guan X, Shi L. Effects of the Full Coverage Policy of Essential Medicines on Inequality in Medication Adherence: A Longitudinal Study in Taizhou, China. Front Pharmacol 2022; 13:802219. [PMID: 35185563 PMCID: PMC8850774 DOI: 10.3389/fphar.2022.802219] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Accepted: 01/13/2022] [Indexed: 11/13/2022] Open
Abstract
The full coverage policy for essential medicines (FCPEMs) was proposed and implemented in Taizhou city of Zhejiang Province, China, to promote equal access and adherence to medicines. This study aimed to examine the effects of FCPEMs on the income-related inequality in medication adherence among local patients with hypertension or diabetes. We collected electronic health records of patients with hypertension or diabetes of three districts of Taizhou from 2011 to 2016. As the implementation schedule of the FCPEMs varied across districts, we applied a retrospective longitudinal study design and assigned records from 1 year before to 3 years following the implementation of FCPEMs as baseline and follow-up data. We thus generated a dataset with 4-year longitudinal data. The concentration index (CI) and its decomposition method were employed to measure factors contributing to inequality in medication adherence and the role played by FCPEMs. The sample size rose from 264,836 at the baseline to 315,677, 340,512, and 355,676 by each follow-up year, and the proportion of patients taking free medicines rose from 17.6 to 25.0 and 29.8% after FCPEMs implementation. The proportion of patients with high adherence increased from 39.9% at baseline to 51.6, 57.2, and 60.5%, while CI decreased from 0.073 to −0.011, −0.029, and −0.035. The contribution of FCPEMs ranked at 2nd/13, 7th/13, and 2nd/13 after the implementation of FCPEMs. Changes in CI of medication adherence for every 2 years were −0.084, −0.018, and −0.006, and the contribution of FCPEMs was −0.006, 0.006, and 0.007, ranking at 2nd/13, 2nd/13, and 1st/13, respectively. Most changes in CI of medication adherence can be attributed to FCPEMs. The medication adherence of patients with hypertension or diabetes improved after the implementation FCPEMs in Taizhou, although inequality did not improve consistently. In general, FCPEMs could be a protective factor against income-related inequalities in access and adherence to medicines. Future research is needed to investigate the change mechanism and the optimal design of similar interventions.
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Affiliation(s)
- Zhigang Guo
- Department of Pharmacy, Peking University School and Hospital of Stomatology, Beijing, China
- International Research Center for Medicinal Administration, Peking University, Beijing, China
| | - Liguang Zheng
- Department of Pharmacy, Peking University School and Hospital of Stomatology, Beijing, China
| | - Mengyuan Fu
- School of Pharmaceutical Sciences, Peking University, Beijing, China
| | - Huangqianyu Li
- International Research Center for Medicinal Administration, Peking University, Beijing, China
| | - Lin Bai
- School of Pharmaceutical Sciences, Peking University, Beijing, China
| | - Xiaodong Guan
- International Research Center for Medicinal Administration, Peking University, Beijing, China
- School of Pharmaceutical Sciences, Peking University, Beijing, China
- *Correspondence: Xiaodong Guan,
| | - Luwen Shi
- International Research Center for Medicinal Administration, Peking University, Beijing, China
- School of Pharmaceutical Sciences, Peking University, Beijing, China
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Ortiz SE, Segel JE, Tran LM. Health Savings Plans and Disparities in Access to Care by Race and Ethnicity. Am J Prev Med 2021; 61:e81-e92. [PMID: 33985836 DOI: 10.1016/j.amepre.2021.02.020] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/21/2020] [Revised: 02/02/2021] [Accepted: 02/04/2021] [Indexed: 11/17/2022]
Abstract
INTRODUCTION High-deductible health plans are often touted to motivate patients to become informed healthcare purchasers; however, racial/ethnic minorities report that high deductibles prevent them from seeking the needed care. One proposed way to mitigate the financial burden of high-deductible health plans is the use of health savings plans. This cross-sectional study investigates whether chronically ill Blacks and Hispanics enrolled in high-deductible health plans experience greater access to care difficulties than non-Hispanic Whites and whether racial/ethnic disparities are mitigated by the use of health savings plans. METHODS Weighted, multivariate, linear probability regression models were estimated (analyses were conducted in December 2020), adjusting for individual attributes and contextual factors that may explain the variation in health care access. Chronically ill, U.S.-born Black, Hispanic, and White adults enrolled in a high-deductible health plan from the National Health Interview Survey in 2011-2018 were included. Associations were tested among 3 independent variables-being Black, being Hispanic, and health savings plan utilization (and their interaction)-and access to healthcare outcomes of interest, including affordability-related access, provider-related access, and delayed care. RESULTS Blacks and Hispanics were less likely to use health savings plans, and Blacks were more likely to experience problems with access to health care. Although the use of health savings plans was found to have a minimal effect on reducing racial/ethnic disparities in affordability-related access, there was also evidence that health savings plans compounded racial/ethnic disparities in provider-related access. CONCLUSIONS Understanding how health savings plans function to improve access to care within racial/ethnic minority groups may help to inform policy approaches related to their use.
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Affiliation(s)
- Selena E Ortiz
- Department of Health Policy and Administration, The Pennsylvania State University, University Park, Pennsylvania.
| | - Joel E Segel
- Department of Health Policy and Administration, The Pennsylvania State University, University Park, Pennsylvania
| | - Linh M Tran
- Department of Health Policy and Administration, The Pennsylvania State University, University Park, Pennsylvania
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Ellison J, Shafer P, Cole MB. Racial/Ethnic And Income-Based Disparities In Health Savings Account Participation Among Privately Insured Adults. Health Aff (Millwood) 2020; 39:1917-1925. [DOI: 10.1377/hlthaff.2020.00222] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Affiliation(s)
- Jacqueline Ellison
- Jacqueline Ellison is a postdoctoral fellow in the Department of Health Services, Policy, and Practice at the Brown University School of Public Health, in Providence, Rhode Island
| | - Paul Shafer
- Paul Shafer is an assistant professor in the Department of Health Law, Policy, and Management at the Boston University School of Public Health, in Boston, Massachusetts
| | - Megan B. Cole
- Megan B. Cole is an assistant professor in the Department of Health Law, Policy, and Management at the Boston University School of Public Health
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