1
|
Kung LH, Kung CM, Chen CC, Yan YH. Impact of NHI copayment adjustments on healthcare seeking behavior: the mediating role of health facility identification. BMC Health Serv Res 2024; 24:1148. [PMID: 39343882 PMCID: PMC11440807 DOI: 10.1186/s12913-024-11640-6] [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: 05/27/2024] [Accepted: 09/23/2024] [Indexed: 10/01/2024] Open
Abstract
OBJECTIVE This study investigates the impact of healthcare consumers' involvement, price perception, and attitude toward National Health Insurance (NHI) copayment adjustments on their healthcare-seeking behavior, focusing on the mediating role of health facility identification. METHODS A questionnaire survey was conducted among outpatient customers in Taiwan from October 2023 to March 2024, resulting in 746 valid responses. The survey included demographic variables, involvement, price perception, attitude, health facility identification, and healthcare-seeking behavior. Data were analyzed using descriptive statistics, correlation analysis, and multiple regression analysis with SPSS 20.0. RESULTS The study found that involvement, price perception, and attitude significantly influence healthcare-seeking behavior. Health facility identification was identified as a significant mediator in the relationship between copayment perception and healthcare-seeking behavior. The regression analysis also highlighted the impact of demographic factors such as age, education level, marital status, and annual income on healthcare-seeking behavior. The path model illustrated the complex interplay between perceptual factors and their influence on healthcare-seeking behavior. CONCLUSION This study emphasizes the importance of consumer involvement, price perception, and attitude in shaping healthcare utilization patterns. Health facility identification plays a crucial mediating role, suggesting that stronger patient-provider relationships can mitigate potential negative impacts of copayment adjustments. Policymakers and healthcare providers should enhance patient engagement, foster strong patient-facility identification, and provide targeted support for vulnerable groups to ensure equitable access to healthcare services despite copayment changes.
Collapse
Affiliation(s)
- Liang-Hsi Kung
- Tainan Municipal Hospital (Managed by Show Chwan Medical Care Corporation), Tainan, Taiwan
| | - Chih-Ming Kung
- Department of Information Technology and Communication, Shih Chien University Kaohsiung, Kaohsiung, Taiwan
| | - Chien Chih Chen
- Department of Future Studies and LOHAS Industry, Fo Guang University, Yilan, Taiwan
| | - Yu-Hua Yan
- Tainan Municipal Hospital (Managed by Show Chwan Medical Care Corporation), No. 670, Chung Te Road, Tainan, 701, Taiwan.
| |
Collapse
|
2
|
Pegues JN, Isenberg EE, Fendrick AM. The Cost to Breathe: Eliminating Cost Sharing Associated with Lung Cancer Screening. Ann Am Thorac Soc 2024; 21:849-851. [PMID: 38578799 PMCID: PMC11160123 DOI: 10.1513/annalsats.202401-064vp] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2024] [Accepted: 04/04/2024] [Indexed: 04/07/2024] Open
Affiliation(s)
- J’undra N. Pegues
- Department of Cardiac Surgery
- Department of General Surgery, University of Mississippi Medical Center, Jackson, Mississippi; and
| | - Erin E. Isenberg
- Department of Surgery, and
- National Clinician Scholars Program, Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, Michigan
- Department of Surgery, University of Texas Southwestern Medical Center, Dallas, Texas
| | | |
Collapse
|
3
|
Liao JM, Anzai Y, Sadigh G, Fendrick AM, Lee CI. JACR Health Policy Expert Panel: Health Equity and Out-of-Pocket Payments for Imaging Studies. J Am Coll Radiol 2024; 21:688-690. [PMID: 37517773 DOI: 10.1016/j.jacr.2023.07.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2023] [Accepted: 07/19/2023] [Indexed: 08/01/2023]
Affiliation(s)
- Joshua M Liao
- Director of the Value and Systems Science Lab and Associate Chair for Health Systems, Department of Medicine, University of Washington School of Medicine, Seattle, Washington.
| | - Yoshimi Anzai
- Director of Value and Safety for Enterprise Imaging, Department of Radiology and Imaging Sciences, University of Utah, Salt Lake City, Utah. https://twitter.com/yoshimianzai
| | - Gelareh Sadigh
- Director of Radiology Health Services and Comparative Outcomes Research, Department of Radiological Sciences, University of California at Irvine, Irvine, California. https://twitter.com/GelarehSadigh
| | - A Mark Fendrick
- Director, Department of Internal Medicine, University of Michigan School of Medicine, Ann Arbor, Michigan. https://twitter.com/FendrickVBID
| | - Christoph I Lee
- Director of the Northwest Screening and Cancer Outcomes Research Enterprise, Department of Radiology, University of Washington School of Medicine, Seattle, Washington; Deputy Editor of JACR. https://twitter.com/christophleemd
| |
Collapse
|
4
|
Kaplan CM, Waters TM, Clear ER, Graves EE, Henderson S. The Impact of Prescription Drug Coverage on Disparities in Adherence and Medication Use: A Systematic Review. Med Care Res Rev 2024; 81:87-95. [PMID: 38174355 DOI: 10.1177/10775587231218050] [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] [Indexed: 01/05/2024]
Abstract
Prescription drug cost-sharing is a barrier to medication adherence, particularly for low-income and minority populations. In this systematic review, we examined the impact of prescription drug cost-sharing and policies to reduce cost-sharing on racial/ethnic and income disparities in medication utilization. We screened 2,145 titles and abstracts and identified 19 peer-reviewed papers that examined the interaction between cost-sharing and racial/ethnic and income disparities in medication adherence or utilization. We found weak but inconsistent evidence that lower cost-sharing is associated with reduced disparities in adherence and utilization, but studies consistently found that significant disparities remained even after adjusting for differences in cost-sharing across individuals. Study designs varied in their ability to measure the causal effect of policy or cost-sharing changes on disparities, and a wide range of policies were examined across studies. Further research is needed to identify the types of policies that are best suited to reduce disparities in medication adherence.
Collapse
|
5
|
Arora P, Muehrcke M, Russell M, Ghanekar S. Utilization outcomes of direct oral anticoagulants in Medicare patients. Res Social Adm Pharm 2023; 19:1424-1431. [PMID: 37429747 DOI: 10.1016/j.sapharm.2023.07.002] [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: 12/19/2022] [Revised: 04/19/2023] [Accepted: 07/02/2023] [Indexed: 07/12/2023]
Abstract
OBJECTIVE To compare the adherence, persistence, discontinuation and switching rates of direct oral anticoagulants (DOACs) for Medicare patients with non-valvular atrial fibrillation (NVAF) or venous thromboembolism (VTE). METHODS This was retrospective observational cohort study design. Medicare Part D claims files were used for the study duration (2015-2018). Inclusion-exclusion criteria were applied to identify the NVAF and VTE sample using dabigatran, rivaroxaban, apixaban, edoxaban and warfarin during the identification period (2016-2017). Outcomes of adherence, persistence, time to non-persistence and time to discontinuation were assessed in those who did not switch the index drug in the follow-up period (365 days from the index date). Switching rates were assessed in those who switched the index drug at least once in the aforementioned follow-up period. Descriptive statistics were conducted for all the outcomes, and comparisons were made using t-tests, chi-square, and ANOVA. Logistic regression was conducted to compare the odds of being adherent and the odds of switching in NVAF and VTE patient cohorts. RESULTS Of all the DOACs, patients with NVAF or VTE were most adherent to apixaban (PDC = 76.88). Among all the DOACs, non-persistence and discontinuation rates were highest for warfarin. Majority of the switches were reported from dabigatran to other DOAC and to apixaban from other DOAC. Despite the better utilization outcomes reported for apixaban users, Medicare plans covered rivaroxaban favorably. It was associated with the lowest mean amount paid by the patient (NVAF: $76; VTE: $59), and the highest mean amount paid by the plans (NVAF: $359; VTE: $326). CONCLUSION Medicare plans need to consider adherence, persistence, discontinuation and switching rates of DOACs to make the coverage decisions.
Collapse
Affiliation(s)
- Prachi Arora
- College of Pharmacy and Health Sciences, Butler University, 4600 Sunset Ave, Indianapolis, IN, 46208, USA.
| | - Maria Muehrcke
- College of Pharmacy and Health Sciences, Butler University, 4600 Sunset Ave, Indianapolis, IN, 46208, USA.
| | - Molly Russell
- College of Pharmacy and Health Sciences, Butler University, 4600 Sunset Ave, Indianapolis, IN, 46208, USA.
| | - Saurabh Ghanekar
- Resultant, 111 Monument Circle, Suite 202, Indianapolis, IN, 46204, USA.
| |
Collapse
|
6
|
Scott JW, Neiman PU, Scott KW, Ibrahim AM, Fan Z, Fendrick AM, Dimick JB. High Deductibles are Associated With Severe Disease, Catastrophic Out-of-Pocket Payments for Emergency Surgical Conditions. Ann Surg 2023; 278:e667-e674. [PMID: 36762565 DOI: 10.1097/sla.0000000000005819] [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: 02/11/2023]
Abstract
BACKGROUND Out-of-pocket spending has risen for individuals with private health insurance, yet little is known about the unintended consequences that high levels of cost-sharing may have on delayed clinical presentation and financial outcomes for common emergency surgical conditions. METHODS In this retrospective analysis of claims data from a large commercial insurer (2016-2019), we identified adult inpatient admissions following emergency department presentation for common emergency surgical conditions (eg, appendicitis, cholecystitis, diverticulitis, and intestinal obstruction). Primary exposure of interest was enrollment in a high-deductible health insurance plan (HDHP). Our primary outcome was disease severity at presentation-determined using ICD-10-CM diagnoses codes and based on validated measures of anatomic severity (eg, perforation, abscess, diffuse peritonitis). Our secondary outcome was catastrophic out-of-pocket spending, defined by the World Health Organization as out-of-pocket spending >10% of annual income. RESULTS Among 43,516 patients [mean age 48.4 (SD: 11.9) years; 51% female], 41% were enrolled HDHPs. Despite being younger, healthier, wealthier, and more educated, HDHP enrollees were more likely to present with more severe disease (28.5% vs 21.3%, P <0.001; odds ratio (OR): 1.34, 95% CI: 1.28-1.42]); even after adjusting for relevant demographics (adjusted OR: 1.23, 95% CI: 1.18-1.31). HDHP enrollees were also more likely to incur 30-day out-of-pocket spending that exceeded 10% of annual income (20.8% vs 6.4%, adjusted OR: 3.93, 95% CI: 3.65-4.24). Lower-income patients, Black patients, and Hispanic patients were at highest risk of financial strain. CONCLUSIONS For privately insured patients presenting with common surgical emergencies, high-deductible health plans are associated with increased disease severity at admission and a greater financial burden after discharge-especially for vulnerable populations. Strategies are needed to improve financial risk protection for common surgical emergencies.
Collapse
Affiliation(s)
- John W Scott
- Department of Surgery, Center for Healthcare Outcomes and Policy, University of Michigan Medical School, Ann Arbor, MI
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, MI
| | - Pooja U Neiman
- Department of Surgery, Brigham and Women's Hospital, Boston, MA
| | - Kirstin W Scott
- Department of Emergency Medicine, University of Michigan, Ann Arbor, MI
| | - Andrew M Ibrahim
- Department of Surgery, Center for Healthcare Outcomes and Policy, University of Michigan Medical School, Ann Arbor, MI
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, MI
| | - Zhaohui Fan
- Department of Surgery, Center for Healthcare Outcomes and Policy, University of Michigan Medical School, Ann Arbor, MI
| | - A Mark Fendrick
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, MI
- Division of General Medicine, University of Michigan Medical School, Ann Arbor, MI
| | - Justin B Dimick
- Department of Surgery, Center for Healthcare Outcomes and Policy, University of Michigan Medical School, Ann Arbor, MI
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, MI
| |
Collapse
|
7
|
Ingham M, Sadik K, Zhao X, Song J, Fendrick AM. Assessment of racial and ethnic inequities in copay card utilization and enrollment in copay adjustment programs. J Manag Care Spec Pharm 2023; 29:1084-1092. [PMID: 37548953 PMCID: PMC10510673 DOI: 10.18553/jmcp.2023.23021] [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: 08/08/2023]
Abstract
BACKGROUND: Increases in consumer cost sharing lead to decreases in the use of both high- and low-value care. Copay assistance was designed to reduce out-of-pocket (OOP) cost burden. Commercial insurers have recently instituted copay adjustment programs (CAPs), which exclude copay assistance from deductibles and OOP cost maximums, thereby effectively increasing the financial burden on patients. The utilization of these programs by specific demographic populations is unknown. OBJECTIVE: To assess utilization of copay assistance and CAP exposure in a commercially insured patient population and examine potential differences in the use of each of these programs by non-White and by White patients. METHODS: A retrospective, cross-sectional study using IQVIA Longitudinal Access and Adjudication Data, linked to Experian Marketing Solutions, LLC consumer data, identified unique patients who were younger than 65 years, covered by commercial insurance, had at least 1 pharmacy claim for treatment within prespecified therapeutic areas, and had full financial data visibility on paid claims (ie, nonmissing data on costs associated with the pharmacy claim and the secondary payer) between January 1, 2019, and September 30, 2021. Analyses of copay card use or CAP exposure (defined as the likelihood to be included in the accumulator or maximizer program) between non-White and White patient populations were adjusted for age, gender, household income, patient state of residence, pharmacy benefit manager, state-level CAP policy, and overall drug cost. RESULTS: In total, 4,073,599 unique patients (5.6% of the total database population) were included in the copay card analysis. In adjusted analyses, there were no significant differences in copay card utilization between non-White patients and White patients (odds ratio [OR] = 0.995, 95% CI = 0.99-1.00; P = 0.0964). However, among copay card users, non-White patients were significantly more likely to be exposed to CAPs, as either maximizers (OR = 1.27, 95% CI = 1.22-1.33; P < 0.0001) or accumulators (OR = 1.31, 95% CI = 1.26-1.36; P < 0.0001), compared with White patients. CONCLUSIONS: In an adjusted analysis of this selected sample of a commercially insured population, there was no difference in the use of copay cards between non-White and White patients. CAP exposure, however, was significantly higher among non-White patients. This increased exposure suggests a disproportionate effect due to this reduction in copay assistance benefits, which has the potential to exacerbate racial and ethnic disparities in access to medications. DISCLOSURES: This study was sponsored by Janssen Scientific Affairs, LLC. Mr Ingham, Dr Sadik, and Dr Song are employees of Janssen Scientific Affairs, LLC. Dr Zhao is an employee of IQVIA. Dr Fendrick is a consultant for AbbVie, Amgen, Bayer, CareFirst BlueCross BlueShield, Centivo, Community Oncology Association, Covered California, EmblemHealth, Exact Sciences, Freedman Health, GRAIL, Harvard University, Health & Wellness Innovations, Health at Scale Technologies, HealthCorum, Hygeia, MedsIncontext, MedZed, Merck, Mercer, Montana Health Cooperative, Pair Team, Penguin Pay, Phathom Pharmaceuticals, Proton Intelligence, Risalto Health, Risk International, Sempre Health, Silver Fern Health, State of Minnesota, Teladoc Health, US Department of Defense, Virginia Center for Health Innovation, Wellth, Wildflower Health, Yale New Haven Health System, and Zansors; received research funds from Agency for Healthcare Research and Quality (AHRQ), Boehringer-Ingelheim, Gary and Mary West Health Policy Center, Arnold Ventures, National Pharmaceutical Council, Patient-Centered Outcomes Research Institute (PCORI), Pharmaceutical Research and Manufacturers of America (PhRMA), Robert Wood Johnson (RWJ) Foundation, State of Michigan/The Centers for Medicare & Medicaid Services (CMS); and has an outside position at the American Journal of Managed Care (AJMC; co-editor), Medicare Evidence Development & Coverage Advisory Committee (MEDCAC) member, VBID Health (partner).
Collapse
Affiliation(s)
- Mike Ingham
- Janssen Scientific Affairs, LLC, Titusville, NJ
| | - Kay Sadik
- Janssen Scientific Affairs, LLC, Titusville, NJ
| | | | - Ji Song
- Janssen Scientific Affairs, LLC, Titusville, NJ
| | - A. Mark Fendrick
- Center for Value-Based Insurance Design, University of Michigan, Ann Arbor
| |
Collapse
|
8
|
Zhang H, Ning K, Wang J, Fang H. Research on the influence of patient cost-sharing on medical expenses and health outcomes: Taking patients with heart failure as an example. Front Public Health 2023; 11:1121772. [PMID: 36998273 PMCID: PMC10046806 DOI: 10.3389/fpubh.2023.1121772] [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: 12/12/2022] [Accepted: 02/16/2023] [Indexed: 03/18/2023] Open
Abstract
ObjectiveThe objective of this study is to assess the impact of the changes in patient cost-sharing on the medical expenses and health outcomes of patients with heart failure in China.MethodsThe claim data of patients diagnosed with heart failure enrolled in the Urban Employees' Basic Medical Insurance (UEBMI) in the Zhejiang province, China, was used, covering the period from 1 January 2013 to 31 December 2017. The impact of the policy change was estimated through the use of the difference-in-differences method and the event study method.ResultsA total of 6,766 patients and their electronic health insurance claim data were included in the baseline year of 2013. Following the change in the UEBMI reimbursement policies (policy change), a notable decrease was observed in the patient cost-sharing ratios, particularly in the copayment ratio within the policy. However, it did not result in a reduction of the out-of-pocket ratio, which remains a primary concern among patients. An increase was observed in annual outpatient medical expenses, while annual inpatient medical expenses decreased, leading to higher annual medical expenses in the treatment group in comparison to the control group. The effect of the UEBMI reimbursement policy change on health outcomes showed a reduction in the rehospitalization rate within 90 days; however, no significant impact was seen on the rehospitalization rate within 30 days.ConclusionThe impact of the policy change on medical expenses and health outcomes was found to be modest. To effectively address the financial burden on patients, it is crucial for policymakers to adopt a comprehensive approach that considers all aspects of medical insurance policies, including reimbursement policies.
Collapse
Affiliation(s)
- Huyang Zhang
- Department of Health Policy and Management, Peking University School of Public Health, Beijing, China
- China Center for Health Development Studies, Peking University, Beijing, China
- Institute for Global Health and Development, Peking University, Beijing, China
- China Center for Health Economic Research, Peking University, Beijing, China
| | - Ke Ning
- School of Public Health, Li Ka Shing (LKS) Faculty of Medicine, The University of Hong Kong, Hong Kong, Hong Kong SAR, China
| | - Jinxi Wang
- Shanghai Songsheng Business Consulting Co. Ltd, Beijing, China
| | - Hai Fang
- China Center for Health Development Studies, Peking University, Beijing, China
- Institute for Global Health and Development, Peking University, Beijing, China
- Peking University Health Science Center-Chinese Center for Disease Control and Prevention Joint Center for Vaccine Economics, Peking University, Beijing, China
- *Correspondence: Hai Fang
| |
Collapse
|
9
|
Palladino R, Pan T, Mercer SW, Atun R, McPake B, Rubba F, Triassi M, Lee JT. Multimorbidity and out-of-pocket expenditure on medicine in Europe: Longitudinal analysis of 13 European countries between 2013 and 2015. Front Public Health 2023; 10:1053515. [PMID: 36684900 PMCID: PMC9850796 DOI: 10.3389/fpubh.2022.1053515] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2022] [Accepted: 12/12/2022] [Indexed: 01/07/2023] Open
Abstract
Background Many European Health Systems are implementing or increasing levels of cost-sharing for medicine in response to the growing constrains on public spending on health despite their negative impact on population health due to delay in seeking care. Objective This study aims to examine the relationships between multimorbidity (two or more coexisting chronic diseases, CDs), complex multimorbidity (three or more CDs impacting at least three different body systems), and out-of-pocket expenditure (OOPE) for medicine across European nations. Methods This study utilized data on participants aged 50 years and above from two recent waves of the Survey of Health, Aging, and Retirement in Europe conducted in 2013 (n = 55,806) and 2015 (n = 51,237). Pooled cross-sectional and longitudinal study designs were used, as well as a two-part model, to analyse the association between multimorbidity and OOPE for medicine. Results The prevalence of multimorbidity was 50.4% in 2013 and 48.2% in 2015. Nearly half of those with multimorbidity had complex multimorbidity. Each additional CD was associated with a 34% greater likelihood of incurring any OOPE for medicine (Odds ratio = 1.34, 95% CI = 1.31-1.36). The average incremental OOPE for medicine was 26.4 euros for each additional CD (95% CI = 25.1-27·7), and 32.1 euros for each additional body system affected (95% CI 30.6-33.7). In stratified analyses for country-specific quartiles of household income the average incremental OOPE for medicine was not significantly different across groups. Conclusion Between 2013 and 2015 in 13 European Health Systems increased prevalence of CDs was associated with greater likelihood of having OOPE on medication and an increase in the average amount spent when one occurred. Monitoring this indicator is important considering the negative association with treatment adherence and subsequent effects on health.
Collapse
Affiliation(s)
- Raffaele Palladino
- Department of Primary Care and Public Health, School of Public Health, Imperial College London, London, United Kingdom
- Department of Public Health, University “Federico II” of Naples, Naples, Italy
- Interdepartmental Research Center in Healthcare Management and Innovation in Healthcare (CIRMIS), University “Federico II” of Naples, Naples, Italy
| | - Tianxin Pan
- Health Economics Unit, Center for Health Policy, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC, Australia
| | - Stewart W. Mercer
- Centre for Population Health Sciences, The Usher Institute, The University of Edinburgh, Edinburgh, United Kingdom
| | - Rifat Atun
- Department of Global Health and Population, Harvard T H Chan School of Public Health and Department of Global Health and Social Medicine, Harvard Medical School, Harvard University, Boston, MA, United States
| | - Barbara McPake
- Melbourne School of Population and Global Health, Nossal Institute for Global Health, The University of Melbourne, Melbourne, VIC, Australia
| | - Fabiana Rubba
- Department of Public Health, University “Federico II” of Naples, Naples, Italy
| | - Maria Triassi
- Department of Public Health, University “Federico II” of Naples, Naples, Italy
- Interdepartmental Research Center in Healthcare Management and Innovation in Healthcare (CIRMIS), University “Federico II” of Naples, Naples, Italy
| | - John Tayu Lee
- Department of Primary Care and Public Health, School of Public Health, Imperial College London, London, United Kingdom
- Melbourne School of Population and Global Health, Nossal Institute for Global Health, The University of Melbourne, Melbourne, VIC, Australia
| |
Collapse
|
10
|
Mukhopadhyay A, Adhikari S, Li X, Dodson JA, Kronish IM, Shah B, Ramatowski M, Chunara R, Kozloff S, Blecker S. Association Between Copayment Amount and Filling of Medications for Angiotensin Receptor Neprilysin Inhibitors in Patients With Heart Failure. J Am Heart Assoc 2022; 11:e027662. [PMID: 36453634 PMCID: PMC9798787 DOI: 10.1161/jaha.122.027662] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Accepted: 10/19/2022] [Indexed: 12/03/2022]
Abstract
Background Angiotensin receptor neprilysin inhibitors (ARNI) reduce mortality and hospitalization for patients with heart failure. However, relatively high copayments for ARNI may contribute to suboptimal adherence, thus potentially limiting their benefits. Methods and Results We conducted a retrospective cohort study within a large, multi-site health system. We included patients with: ARNI prescription between November 20, 2020 and June 30, 2021; diagnosis of heart failure or left ventricular ejection fraction ≤40%; and available pharmacy or pharmacy benefit manager copayment data. The primary exposure was copayment, categorized as $0, $0.01 to $10, $10.01 to $100, and >$100. The primary outcome was prescription fill nonadherence, defined as the proportion of days covered <80% over 6 months. We assessed the association between copayment and nonadherence using multivariable logistic regression, and nonbinarized proportion of days covered using multivariable Poisson regression, adjusting for demographic, clinical, and neighborhood-level covariates. A total of 921 patients met inclusion criteria, with 192 (20.8%) having $0 copayment, 228 (24.8%) with $0.01 to $10 copayment, 206 (22.4%) with $10.01 to $100, and 295 (32.0%) with >$100. Patients with higher copayments had higher rates of nonadherence, ranging from 17.2% for $0 copayment to 34.2% for copayment >$100 (P<0.001). After multivariable adjustment, odds of nonadherence were significantly higher for copayment of $10.01 to $100 (odds ratio [OR], 1.93 [95% CI, 1.15-3.27], P=0.01) or >$100 (OR, 2.58 [95% CI, 1.63-4.18], P<0.001), as compared with $0 copayment. Similar associations were seen when assessing proportion of days covered as a proportion. Conclusions We found higher rates of not filling ARNI prescriptions among patients with higher copayments, which persisted after multivariable adjustment. Our findings support future studies to assess whether reducing copayments can increase adherence to ARNI and improve outcomes for heart failure.
Collapse
Affiliation(s)
- Amrita Mukhopadhyay
- Department of Medicine (Cardiology)New York University School of MedicineNew YorkNY
| | - Samrachana Adhikari
- Department of Population HealthNew York University School of MedicineNew YorkNY
| | - Xiyue Li
- Department of Population HealthNew York University School of MedicineNew YorkNY
| | - John A. Dodson
- Department of Medicine (Cardiology)New York University School of MedicineNew YorkNY
| | - Ian M. Kronish
- Center for Behavioral Cardiovascular HealthColumbia University Irving Medical CenterNew YorkNY
| | - Binita Shah
- Department of Medicine (Cardiology)VA New York Harbor Healthcare SystemNew YorkNY
| | - Maggie Ramatowski
- Department of Population HealthNew York University School of MedicineNew YorkNY
| | - Rumi Chunara
- New York University School of Computer Science & Engineering and School of Global Public HealthNew YorkNY
| | - Sam Kozloff
- Department of MedicineUniversity of UtahSalt Lake CityNY
| | - Saul Blecker
- Department of Population HealthNew York University School of MedicineNew YorkNY
- Department of MedicineNew York University School of MedicineNew YorkNY
| |
Collapse
|
11
|
Smith NK, Fendrick AM. Value-Based Insurance Design: Clinically Nuanced Consumer Cost Sharing to Increase the Use of High-Value Medications. JOURNAL OF HEALTH POLITICS, POLICY AND LAW 2022; 47:797-813. [PMID: 35867528 DOI: 10.1215/03616878-10041191] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Consumer cost sharing is widely employed by payers in the United States in an effort to control spending. Most cost-sharing strategies set patient contributions on the basis of costs incurred by payers and often do not consider medical necessity as a coverage criterion. Available evidence suggests that increases in cost sharing worsen health disparities and adversely affect patient-centered outcomes, particularly among economically vulnerable individuals, people of color, and those with chronic conditions. A key question has been how to better engage consumers while balancing appropriate access to essential services with increasing fiscal pressures. Value-based insurance design (VBID) is a promising approach designed to improve desired clinical and financial outcomes, in which out-of-pocket costs are based on the potential for clinical benefit, taking into consideration the patient's clinical condition. For more than two decades, broad multistakeholder support and multiple federal policy initiatives have led to the implementation of VBID programs that enhance access to vital preventive and chronic disease medications for millions of Americans. A robust evidence base shows that when financial barriers to essential medications are reduced, increased adherence results, leading to improved patient-centered outcomes, reduced health care disparities, and in some (but not most) instances, lower total medical expenditures.
Collapse
|
12
|
Glynn A, Hernandez I, Roberts ET. Consequences of forgoing prescription drug subsidies among low-income Medicare beneficiaries with diabetes. Health Serv Res 2022; 57:1136-1144. [PMID: 35430735 PMCID: PMC9441281 DOI: 10.1111/1475-6773.13990] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2022] [Revised: 03/29/2022] [Accepted: 04/12/2022] [Indexed: 12/15/2022] Open
Abstract
OBJECTIVE The objective is to estimate the take-up of the Medicare Part D Low-Income Subsidy (LIS) among Medicare beneficiaries with diabetes and examine differences in out-of-pocket costs and prescription drug use between LIS enrollees and LIS-eligible non-enrollees. The LIS reduces out-of-pocket drug costs for low-income beneficiaries; however, not all LIS-eligible individuals are enrolled. Take-up of the LIS, and consequences of forgoing this benefit among beneficiaries with diabetes, remains unknown. DATA SOURCES Health and Retirement Study linked to Medicare administrative data from 2008 to 2016. STUDY DESIGN We conducted two analyses among beneficiaries with diabetes. First, we estimated LIS take-up stratified by income (≤100% of the Federal Poverty Level [FPL] and >100% to ≤150% of FPL). Second, to assess the consequences of forgoing the LIS among near-poor beneficiaries (incomes >100% to ≤150% of FPL), we conducted propensity score-weighted regression analyses to compare out-of-pocket costs, the prescription drug use, and cost-related medication non-adherence among LIS enrollees and LIS-eligible non-enrollees. DATA COLLECTION/DATA EXTRACTION N/A. PRINCIPAL FINDINGS Among Medicare beneficiaries with diabetes, 68.1% of those with incomes >100% to ≤150% of FPL received the LIS, while 90.3% with incomes ≤100% of FPL received the LIS. Among near-poor beneficiaries, LIS-eligible non-enrollees incurred higher annual out-of-pocket drug spending ($518; 95 [in USD]% CI: $370 [in USD], $667 [in USD]; p < 0.001), filled 7.3 fewer prescriptions for diabetes, hypertension, and hyperlipidemia drugs (95% CI: -11.1, -3.5; p < 0.001), and were 8.9 percentage points more likely to report skipping drugs due to cost (95% CI: 0.3, 18.0; p = 0.04), all compared to LIS enrollees. CONCLUSIONS Despite providing substantial financial assistance with prescription drug costs, the LIS is under-utilized among beneficiaries with chronic conditions requiring routine medication use. As policy makers discuss Part D reforms to address rising out-of-pocket drug costs, they should consider strategies to increase participation in existing programs that alleviate cost burdens among low-income Medicare beneficiaries.
Collapse
Affiliation(s)
- Alexandra Glynn
- Department of Health Policy and Management, Graduate School of Public HealthUniversity of PittsburghPittsburghPennsylvaniaUSA
| | - Inmaculada Hernandez
- Skaggs School of Pharmacy and Pharmaceutical SciencesUniversity of California San DiegoLa JollaCaliforniaUSA
| | - Eric T. Roberts
- Department of Health Policy and Management, Graduate School of Public HealthUniversity of PittsburghPittsburghPennsylvaniaUSA
| |
Collapse
|
13
|
Harsvardhan R, Arora T, Singh S, Lal P. Cost Analysis on Total Cost Incurred (Including Out-of-pocket Expenditure and Social Cost) During Palliative Care in Cases of Head-and-Neck Cancer at a Government Regional Cancer Centre in North India. Indian J Palliat Care 2022; 28:419-427. [DOI: 10.25259/ijpc_23_2022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2022] [Accepted: 05/08/2022] [Indexed: 11/04/2022] Open
Abstract
Objectives:
Palliative care involves providing symptomatic relief from the pain and stress of a severe illness to markedly improve the quality of life for both the patients and their families. It imposes high indirect costs on the patients. The study was conducted at SGPGIMS, which caters to 500 head-and-neck cancer patients annually. Out of these, 30–40% of cases require dedicated palliative care. Unfortunately, often, when patients reach the stage of palliative care, they have exhausted their all financial reserves. Therefore, a cost analysis of total cost incurred (including out-of-pocket expenditure and social cost) during palliative care in cases of head-and-neck cancer at a Government Regional Cancer Centre was undertaken.
Material and Methods:
The study is a descriptive study and the study sample consisted of (a) patients who had undergone surgery, chemotherapy, or radiotherapy and had recurred/relapsed and were now candidates for palliative care and (b) patients who presented de novo to the Regional Cancer Centre, SGPGIMS with advanced-stage disease, where the cure was not possible. The expenditure incurred was obtained retrospectively and prospectively from the study samples.
Results:
The out-of-pocket expenditure per patient per day was INR 2044.21. The social cost per patient per day was INR 518.21. Out of the total expenditure of INR 2562.42/patient/day, 80% of the cost was out-of-pocket expenditure and the remaining 20% was social cost borne by the patient.
Conclusion:
The study thus added to perspective on the average expenditure on out-of-pocket expenses and social costs being incurred as of date, while getting palliative care for head-and-neck cancer at a Regional Cancer Centre.
Collapse
Affiliation(s)
- Rajesh Harsvardhan
- Department of Hospital Administration, Sanjay Gandhi Post Graduate Institute of Medical Sciences, Lucknow, Uttar Pradesh, India,
| | - Tanvi Arora
- Department of Hospital Administration, Sanjay Gandhi Post Graduate Institute of Medical Sciences, Lucknow, Uttar Pradesh, India,
| | - Saurabh Singh
- Department of Hospital Administration, Sanjay Gandhi Post Graduate Institute of Medical Sciences, Lucknow, Uttar Pradesh, India,
| | - Punita Lal
- Department of Radiotherapy, Sanjay Gandhi Post Graduate Institute of Medical Sciences, Lucknow, Uttar Pradesh, India,
| |
Collapse
|
14
|
Kato H, Goto R, Tsuji T, Kondo K. The effects of patient cost-sharing on health expenditure and health among older people: Heterogeneity across income groups. THE EUROPEAN JOURNAL OF HEALTH ECONOMICS : HEPAC : HEALTH ECONOMICS IN PREVENTION AND CARE 2022; 23:847-861. [PMID: 34779932 PMCID: PMC9170661 DOI: 10.1007/s10198-021-01399-6] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/08/2021] [Accepted: 10/25/2021] [Indexed: 06/13/2023]
Abstract
Despite rapidly rising health expenditure associated with population aging, empirical evidence on the effects of cost-sharing on older people is still limited. This study estimated the effects of cost-sharing on the utilization of healthcare and health among older people, the most intensive users of healthcare. We employed a regression discontinuity design by exploiting a drastic reduction in the coinsurance rate from 30 to 10% at age 70 in Japan. We used large administrative claims data as well as income information at the individual level provided by a municipality. Using the claims data with 1,420,252 person-month observations for health expenditure, we found that reduced cost-sharing modestly increased outpatient expenditure, with an implied price elasticity of - 0.07. When examining the effects of reduced cost-sharing by income, we found that the price elasticities for outpatient expenditure were almost zero, - 0.08, and - 0.11 for lower-, middle-, and higher-income individuals, respectively, suggesting that lower-income individuals do not have more elastic demand for outpatient care compared with other income groups. Using large-scale mail survey data with 3404 observations for self-reported health, we found that the cost-sharing reduction significantly improved self-reported health only among lower-income individuals, but drawing clear conclusions about health outcomes is difficult because of a lack of strong graphical evidence to support health improvement. Our results suggest that varying cost-sharing by income for older people (i.e., smaller cost-sharing for lower-income individuals and larger cost-sharing for higher-income individuals) may reduce health expenditure without compromising health.
Collapse
Affiliation(s)
- Hirotaka Kato
- Graduate School of Business Administration, Keio University, 4-1-1 Hiyoshi, Yokohama, Kanagawa 223-8521 Japan
- Graduate School of Health Management, Keio University, 35 Shinanomachi, Shinjuku-ku, Tokyo, 160-8582 Japan
| | - Rei Goto
- Graduate School of Business Administration, Keio University, 4-1-1 Hiyoshi, Yokohama, Kanagawa 223-8521 Japan
| | - Taishi Tsuji
- Center for Preventive Medical Sciences, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba, 260-8670 Japan
- Faculty of Health and Sport Sciences, University of Tsukuba, 3-29-1 Otsuka, Bunkyo-ku, Tokyo, 112-0012 Japan
| | - Katsunori Kondo
- Center for Preventive Medical Sciences, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba, 260-8670 Japan
- Center for Gerontology and Social Science, National Center for Geriatrics and Gerontology, 7-430 Morioka-cho, Obu-shi, Aichi, 474-8511 Japan
| |
Collapse
|
15
|
Friedman SA, Xu H, Azocar F, Ettner SL. Comparing Gold-standard Copayment and Coinsurance Values From Claims Processing Engines to Values Derived From Behavioral Health Claims Databases. Med Care 2022; 60:279-286. [PMID: 35213427 PMCID: PMC8917070 DOI: 10.1097/mlr.0000000000001698] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND While researchers use patient expenditures in claims data to estimate insurance benefit features, little evidence exists to indicate whether the resulting measures are accurate. OBJECTIVE To develop and test an algorithm for deriving copayment and coinsurance values from behavioral health claims data. SUBJECTS Employer-sponsored insurance plans from 2011 to 2013 for a national managed behavioral health organization (MBHO). MEASURES Twelve benefit features, distinguishing between carve-in and carve-out, in-network and out-of-network, inpatient and outpatient, and copayment and coinsurance, were created. Measures drew from claims (claims-derived measures), and benefit feature data from a claims processing engine database (true measures). STUDY DESIGN We calculate sensitivity and specificity of the claims-derived measures' ability to accurately determine if a benefit feature was required and for plan-years requiring the benefit feature, the accuracy of the claims-derived measures. Accuracy rates using the minimum, 25th, 50th, 75th, and maximum claims value for a plan-year were compared. PRINCIPAL FINDINGS Sensitivity (82% or higher for all but 3 benefit features) and specificity (95% or higher for all but 2 benefit features) were relatively high. Accuracy rates were highest using the 75th or maximum claims value, depending on the benefit feature, and ranged from 69% to 99% for all benefit features except for out-of-network inpatient coinsurance. CONCLUSIONS For most plan-years, claims-derived measures correctly identify required specialty mental health copayments and coinsurance, although the claims-derived measures' accuracy varies across benefit design features. This information should be considered when creating claims-derived benefit features to use for policy analysis.
Collapse
Affiliation(s)
| | - Haiyong Xu
- Division of General Internal Medicine and Health Services Research, Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles
| | | | - Susan L Ettner
- Division of General Internal Medicine and Health Services Research, Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles
- Department of Health Policy and Management, Fielding School of Public Health, University of California, Los Angeles, Los Angeles, CA
| |
Collapse
|
16
|
Kini V, Breathett K, Groeneveld PW, Ho PM, Nallamothu BK, Peterson PN, Rush P, Wang TY, Zeitler EP, Borden WB. Strategies to Reduce Low-Value Cardiovascular Care: A Scientific Statement From the American Heart Association. Circ Cardiovasc Qual Outcomes 2022; 15:e000105. [PMID: 35189687 PMCID: PMC9909614 DOI: 10.1161/hcq.0000000000000105] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Low-value health care services that provide little or no benefit to patients are common, potentially harmful, and costly. Nearly half of the patients in the United States will receive at least 1 low-value test or procedure annually, creating risk of avoidable complications from subsequent cascades of care and excess costs to patients and society. Reducing low-value care is of particular importance to cardiovascular health given the high prevalence and costs of cardiovascular disease in the United States. This scientific statement describes the current scope and impact of low-value cardiovascular care; reviews existing literature on patient-, clinician-, health system-, payer-, and policy-level interventions to reduce low-value care; proposes solutions to achieve meaningful and equitable reductions in low-value care; and suggests areas for future research priorities.
Collapse
|
17
|
On the timing and probability of Presurgical Teledermatology: how it becomes the dominant strategy. Health Care Manag Sci 2022; 25:389-405. [PMID: 35040019 DOI: 10.1007/s10729-021-09574-0] [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: 05/27/2020] [Accepted: 07/14/2021] [Indexed: 11/04/2022]
Abstract
Health level fluctuations make the outcome of any treatment option uncertain, so that decision-makers might have to wait for more information before optimally choosing treatments, especially when time spent in treatment cannot be fully recovered later in terms of health outcome. To examine whether or not, and when decision-makers should use presurgical teledermatology, a dynamic stochastic model is applied to patients waiting for dermatology surgical intervention. The theoretical model suggests that health uncertainty discourages using teledermatology. As teledermatology becomes less cost competitive, the uncertainty becomes more dominant. The results of the model were then tested empirically with the teledermatology network covering the area served by one Portuguese regional hospital, which links the primary care centers of 24 health districts with the hospital's dermatology department via the corporate intranet of the Portuguese healthcare system. Under uncertainty and irreversibility, presurgical teledermatology becomes the dominant strategy for younger patients and with lower probability of developing skin cancer.
Collapse
|
18
|
Meulman I, Uiters E, Polder J, Stadhouders N. Why does healthcare utilisation differ between socioeconomic groups in OECD countries with universal healthcare coverage? A protocol for a systematic review. BMJ Open 2021; 11:e054806. [PMID: 34815290 PMCID: PMC8611423 DOI: 10.1136/bmjopen-2021-054806] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/23/2021] [Accepted: 10/27/2021] [Indexed: 11/13/2022] Open
Abstract
INTRODUCTION Even in advanced economies with universal healthcare coverage (UHC), a social gradient in healthcare utilisation has been reported. Many individual, community and healthcare system factors have been considered that may be associated with the variation in healthcare utilisation between socioeconomic groups. Nevertheless, relatively little is known about the complex interaction and relative contribution of these factors to socioeconomic differences in healthcare utilisation. In order to improve understanding of why utilisation patterns differ by socioeconomic status (SES), the proposed systematic review will explore the main mechanisms that have been examined in quantitative research. METHODS AND ANALYSIS The systematic review will follow the Preferred Reporting Items for Systematic Review and Meta-Analyses guidelines and will be conducted in Embase, PubMed, Scopus, Web of Science, Econlit and PsycInfo. Articles examining factors associated with the differences in primary and specialised healthcare utilisation between socioeconomic groups in Organisation for Economic Co-operation and Development (OECD) countries with UHC will be included. Further restrictions concern specifications of outcome measures, factors of interest, study design, population, language and type of publication. Data will be numerically summarised, narratively synthesised and thematically discussed. The factors will be categorised according to existing frameworks for barriers to healthcare access. ETHICS AND DISSEMINATION No primary data will be collected. No ethics approval is required. We intend to publish a scientific article in an international peer-reviewed journal.
Collapse
Affiliation(s)
- Iris Meulman
- Centre for Health and Society, National Institute for Public Health and the Environment, Bilthoven, The Netherlands
- Tilburg School of Social and Behavioral Sciences, Tilburg University, Tilburg, The Netherlands
| | - Ellen Uiters
- Center for Nutrition, Prevention and Health Services, National Institute for Public Health and the Environment, Bilthoven, The Netherlands
| | - Johan Polder
- Centre for Health and Society, National Institute for Public Health and the Environment, Bilthoven, The Netherlands
- Tilburg School of Social and Behavioral Sciences, Tilburg University, Tilburg, The Netherlands
| | - Niek Stadhouders
- Centre for Health and Society, National Institute for Public Health and the Environment, Bilthoven, The Netherlands
| |
Collapse
|
19
|
Billig JI, Lu YT, Kelley BP, Chung KC, Sears ED. Out-of-Pocket Spending for Thumb Carpometacarpal Arthritis: Capitation Matters. Hand (N Y) 2021; 16:818-826. [PMID: 32088982 PMCID: PMC8647315 DOI: 10.1177/1558944720906503] [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: 11/17/2022]
Abstract
Background: Patients are increasingly responsible for direct medical expenditures with a growth in out-of-pocket (OOP) expenses, which can impede access to care and affect treatment. This study aims to investigate the impact of capitation on OOP expenses for surgical and presurgical treatment for thumb carpometacarpal (CMC) joint arthritis. Methods: Patients with a diagnosis of thumb CMC arthritis who underwent surgery (2009-2016) comprised our study cohort. Sociodemographic data, total cost, and OOP expenses were collected at the time of surgery and 2 years prior. Patients were stratified by insurance type: fee-for-service (FFS), managed care (MC), Medicare-MC, and Medicare-FFS. Capitated plans were included in the MC and Medicare-MC groups. A generalized linear regression was performed to investigate the association between OOP expenses and insurance type. Results: Our cohort consisted of 7780 patients with FFS insurance, 953 with MC insurance, 2136 with Medicare-FFS, and 265 with Medicare-MC. There was no difference in total costs for FFS and MC (FFS $7281 vs. MC $7306, P = .73; Medicare-FFS $6663 vs. Medicare-MC $6183, P = .19). However, patients with FFS incurred significantly greater OOP costs (FFS $952 vs. MC $434, P < .01; Medicare-FFS $343 vs. Medicare-MC $232, P < .01). In the adjusted regression, MC, Medicare-FFS, and Medicare-MC had approximately 21% to 46% of the predicted OOP expenses of patients with FFS plans (P < .01). Conclusion: Despite similar total costs, OOP expenses were significantly greater for patients with FFS or Medicare-FFS insurance. With healthcare costs transitioning to patients, providers should consider cost sharing when conferring care to help alleviate the financial burden placed on patients.
Collapse
Affiliation(s)
- Jessica I. Billig
- VA/National Clinican Scholars Program, VA Center for Clinical Management Research, VA, Ann Arbor Healthcare System, Ann Arbor, USA,Michigan Medicine, Ann Arbor, USA
| | | | | | | | - Erika D. Sears
- Michigan Medicine, Ann Arbor, USA,Erika D. Sears, VA Center for Clinical Management Research, VA Ann Arbor Healthcare System, and Section of Plastic Surgery, Michigan Medicine, 2130 Taubman Center, SPC 5340, 1500 E. Medical Center Drive, Ann Arbor, MI 48109-5340, USA.
| |
Collapse
|
20
|
Abstract
Value-based care within insurance design utilizes evidence-based medicine as a means of defining high-value versus low-value diagnostics and treatments. The goals of value-based care are to shift spending and coverage toward high-value care and reduce the use of low-value practices. Within oncology, several value-based methods have been proposed and implemented. We review value-based care being used within oncology, including defining the value of oncology drugs through frameworks, clinical care pathways, alternative payment models including the Oncology Care Model, value-based insurance design, and reducing low-value care including the Choosing Wisely initiatives.
Collapse
|
21
|
Ha R, Kim D, Choi J, Jung-Choi K. A national pilot program for chronic diseases and health inequalities in South Korea. BMC Public Health 2021; 21:1142. [PMID: 34130679 PMCID: PMC8204519 DOI: 10.1186/s12889-021-11208-7] [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] [Subscribe] [Scholar Register] [Received: 04/03/2020] [Accepted: 06/03/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND To achieve the health equity, it is important to reduce socioeconomic inequalities when managing chronic diseases. In South Korea, a pilot program for chronic diseases was implemented at the national level. This study aimed to examine its effect on socioeconomic inequalities in chronic disease management at the individual and regional levels. METHODS Korean National Health Insurance data from September 2016 to October 2017 were used. Study subjects in the national pilot program for chronic diseases included 31,765 participants and 5,741,922 non-participants. The dependent variable was continuity of prescription medication. Socioeconomic position indicators were health insurance contribution level and the area deprivation index. Covariates were gender, age, and the Charlson Comorbidity Index (CCI). A multilevel logistic regression model was used to address the effects at both the individual and regional levels. This is a cross-sectional study. RESULTS Unlike the group of non-participants, the participants showed no inequality in prescription medication continuity according to individual-level socioeconomic position. However, continuity of prescription medication was higher among those in less deprived areas compared to those in more deprived areas in both the participation and non-participation groups. CONCLUSIONS This study found that the pilot program for chronic diseases at the least did not contribute to the worsening of health inequalities at the individual level in South Korea. However, there was a trend showing health inequalities based on the socioeconomic level of the area. These findings suggest that additional policy measures are needed to attain equality in the management of chronic diseases regardless of the regional socioeconomic position.
Collapse
Affiliation(s)
- Rangkyoung Ha
- Department of Health Policy and Management, Graduate School of Public Health, Seoul National University, Seoul, 08826, Republic of Korea
| | - Dongjin Kim
- Korea Institute for Health and Social Affairs, Sejong, Republic of Korea
| | - Jihee Choi
- Korea Institute for Health and Social Affairs, Sejong, Republic of Korea
| | - Kyunghee Jung-Choi
- Department of Occupational and Environmental Medicine, College of Medicine, Ewha Womans University School of Medicine, 25, Magokdong-ro 2-gil, Gangseo-gu, Seoul, 07804, Republic of Korea.
| |
Collapse
|
22
|
Roberts ET, Glynn A, Cornelio N, Donohue JM, Gellad WF, McWilliams JM, Sabik LM. Medicaid Coverage 'Cliff' Increases Expenses And Decreases Care For Near-Poor Medicare Beneficiaries. Health Aff (Millwood) 2021; 40:552-561. [PMID: 33819086 DOI: 10.1377/hlthaff.2020.02272] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Cost sharing in traditional Medicare can consume a substantial portion of the income of beneficiaries who do not have supplemental insurance from Medicaid, an employer, or a Medigap plan. Near-poor Medicare beneficiaries (with incomes more than 100 percent but less than 200 percent of the federal poverty level) are ineligible for Medicaid but frequently lack alternative supplemental coverage, resulting in a supplemental coverage "cliff" of 25.8 percentage points just above the eligibility threshold for Medicaid (100 percent of poverty). We estimated that beneficiaries affected by this supplemental coverage cliff incurred an additional $2,288 in out-of-pocket spending over the course of two years, used 55 percent fewer outpatient evaluation and management services per year, and filled fewer prescriptions. Lower prescription drug use was partly driven by low take-up of Part D subsidies, which Medicare beneficiaries automatically receive if they have Medicaid. Expanding eligibility for Medicaid supplemental coverage and increasing take-up of Part D subsidies would lessen cost-related barriers to health care among near-poor Medicare beneficiaries.
Collapse
Affiliation(s)
- Eric T Roberts
- Eric T. Roberts is an assistant professor in the Department of Health Policy and Management, University of Pittsburgh Graduate School of Public Health, in Pittsburgh, Pennsylvania
| | - Alexandra Glynn
- Alexandra Glynn is a doctoral student in the Department of Health Policy and Management, University of Pittsburgh Graduate School of Public Health
| | - Noelle Cornelio
- Noelle Cornelio is a doctoral student in the Department of Health Policy and Management, University of Pittsburgh Graduate School of Public Health
| | - Julie M Donohue
- Julie M. Donohue is a professor and chair in the Department of Health Policy and Management, University of Pittsburgh Graduate School of Public Health
| | - Walid F Gellad
- Walid F. Gellad is a core investigator at the Center for Health Equity Research and Promotion, Veterans Affairs Pittsburgh Healthcare System, and a professor of medicine in the Division of General Internal Medicine, University of Pittsburgh School of Medicine
| | - J Michael McWilliams
- J. Michael McWilliams is the Warren Alpert Foundation Professor of Health Care Policy in the Department of Health Care Policy at Harvard Medical School and a professor of medicine and general internist at Brigham and Women's Hospital, in Boston, Massachusetts
| | - Lindsay M Sabik
- Lindsay M. Sabik is an associate professor in the Department of Health Policy and Management, University of Pittsburgh Graduate School of Public Health
| |
Collapse
|
23
|
Ramachandran B, Trinacty CM, Wharam JF, Duru OK, Dyer WT, Neugebauer RS, Karter AJ, Brown SD, Marshall CJ, Wiley D, Ross-Degnan D, Schmittdiel JA. A Randomized Encouragement Trial to Increase Mail Order Pharmacy Use and Medication Adherence in Patients with Diabetes. J Gen Intern Med 2021; 36:154-161. [PMID: 33001334 PMCID: PMC7858994 DOI: 10.1007/s11606-020-06237-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/31/2020] [Accepted: 09/10/2020] [Indexed: 11/27/2022]
Abstract
BACKGROUND Mail order pharmacy (MOP) use has been linked to improved medication adherence and health outcomes among patients with diabetes. However, no large-scale intervention studies have assessed the effect of encouraging MOP use on medication adherence. OBJECTIVE To assess an intervention to encourage MOP services to increase its use and medication adherence. DESIGN Randomized encouragement trial. PATIENTS 63,012 diabetes patients from three health care systems: Kaiser Permanente Northern California (KPNC), Kaiser Permanente Hawaii (KPHI), and Harvard Pilgrim Health Care (HPHC) who were poorly adherent to at least one class of cardiometabolic medications and had not used MOP in the prior 12 months. INTERVENTION Patients were randomized to receive either usual care (control arm) or outreach encouraging MOP use consisting of a mailed letter, secure email message, and automated telephone call outlining the potential benefits of MOP use (intervention arm). HPHC intervention patients received the letter only. MEASUREMENTS We compared the percentages of patients that began using MOP and that became adherent to cardiometabolic medication classes during a 12-month follow-up period. We also conducted a race/ethnicity-stratified analysis. RESULTS During follow-up, 10.6% of intervention patients began using MOP vs. 9.3% of controls (p < 0.01); the percent of cardiometabolic medication delivered via mail was 42.1% vs. 39.8% (p < 0.01). Metformin adherence improved in the intervention arm relative to control at the two KP sites (52% vs. 49%, p < 0.01). Stratified analyses suggested a significant positive effect of the intervention in White (RR: 1.12, 95% CI: 1.03, 1.22) and Asian (RR: 1.30, 95% CI: 1.17, 1.45) patients. CONCLUSION This pragmatic trial showed that simple outreach to encourage MOP modestly increased its use and improved adherence measured by refills to a key class of diabetes medications in some settings. Given its minimal cost, clinicians and health systems should consider outreach interventions to actively promote MOP use among diabetes patients. TRIAL REGISTRATION ClinicalTrials.gov registration number: NCT02621476.
Collapse
Affiliation(s)
| | | | - J. Frank Wharam
- Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA USA
| | - O Kenrik Duru
- University of California, Los Angeles, Los Angeles, CA USA
| | - Wendy T. Dyer
- Division of Research, Kaiser Permanente Northern California, Oakland, CA 94612 USA
| | - Romain S. Neugebauer
- Division of Research, Kaiser Permanente Northern California, Oakland, CA 94612 USA
| | - Andrew J. Karter
- Division of Research, Kaiser Permanente Northern California, Oakland, CA 94612 USA
| | - Susan D. Brown
- Division of Research, Kaiser Permanente Northern California, Oakland, CA 94612 USA
- School of Medicine, University of California, Davis, Sacramento, CA USA
| | | | - Deanne Wiley
- Division of Research, Kaiser Permanente Northern California, Oakland, CA 94612 USA
| | - Dennis Ross-Degnan
- Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA USA
| | - Julie A. Schmittdiel
- Division of Research, Kaiser Permanente Northern California, Oakland, CA 94612 USA
| |
Collapse
|
24
|
Jang JH, Arora N, Kwon JS, Hanley GE. Hormone Therapy Use After Premature Surgical Menopause Based on Prescription Records: A Population-Based Study. JOURNAL OF OBSTETRICS AND GYNAECOLOGY CANADA 2020; 42:1511-1517. [DOI: 10.1016/j.jogc.2020.03.022] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2019] [Revised: 03/23/2020] [Accepted: 03/25/2020] [Indexed: 10/24/2022]
|
25
|
Bell N, Wilkerson R, Mayfield-Smith K, Lòpez-De Fede A. Community social determinants and health outcomes drive availability of patient-centered medical homes. Health Place 2020; 67:102439. [PMID: 33212394 DOI: 10.1016/j.healthplace.2020.102439] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/17/2020] [Revised: 07/11/2020] [Accepted: 08/31/2020] [Indexed: 10/23/2022]
Abstract
The collaborative design of America's patient-centered medical homes places these practices at the forefront of emerging efforts to address longstanding inequities in the quality of primary care experienced among socially and economically marginalized populations. We assessed the geographic distribution of the country's medical homes and assessed whether they are appearing within communities that face greater burdens of disease and social vulnerability. We assessed overlapping spatial clusters of mental and physical health surveys; health behaviors, including alcohol-impaired driving deaths and drug overdose deaths; as well as premature mortality with clusters of medical home saturation and community socioeconomic characteristics. Overlapping spatial clusters were assessed using odds ratios and marginal effects models, producing four different scenarios of resource need and resource availability. All analyses were conducted using county-level data for the contiguous US states. Counties having lower uninsured rates and lower poverty rates were the most consistent indicators of medical home availability. Overall, the analyses indicated that medical homes are more likely to emerge within communities that have more favorable health and socioeconomic conditions to begin with. These findings suggest that intersecting the spatial footprints of medical homes in relation to health and socioeconomic data can provide crucial information for policy makers and payers invested in narrowing the gaps between clinic availability and the communities that experience the brunt of health and social inequalities.
Collapse
Affiliation(s)
- Nathaniel Bell
- College of Nursing, University of South Carolina, United States
| | - Rebecca Wilkerson
- Institute for Families in Society, University of South Carolina, United States
| | | | - Ana Lòpez-De Fede
- Institute for Families in Society, University of South Carolina, United States.
| |
Collapse
|
26
|
Seymour EK, Ruterbusch JJ, Winn AN, George JA, Beebe-Dimmer JL, Schiffer CA. The costs of treating and not treating patients with chronic myeloid leukemia with tyrosine kinase inhibitors among Medicare patients in the United States. Cancer 2020; 127:93-102. [PMID: 33119175 DOI: 10.1002/cncr.33267] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2020] [Revised: 08/21/2020] [Accepted: 09/04/2020] [Indexed: 12/22/2022]
Abstract
BACKGROUND Patients with high cost-sharing of tyrosine kinase inhibitors (TKIs) experience delays in treatment for chronic myeloid leukemia (CML). To the authors' knowledge, the clinical outcomes among and costs for patients not receiving TKIs are not well defined. METHODS Using the Surveillance, Epidemiology, and End Results (SEER)-Medicare database, the authors evaluated differences in TKI initiation, health care use, cost, and survival among patients with CML with continuous Medicare Parts A and B and Part D coverage who were diagnosed between 2007 and 2015. RESULTS A total of 941 patients were included. Approximately 29% of all patients did not initiate treatment with TKIs within 6 months (non-TKI users), and had lower rates of BCR-ABL testing and more hospitalizations compared with TKI users. Approximately 21% were not found to have any TKI claims at any time. TKI initiation rates within 6 months of diagnosis increased for all patients over time (61% to 85%), with greater improvements observed in patients receiving subsidies (55% to 90%). Total Medicare costs were greater in patients treated with TKIs, with approximately 50% because of TKI costs. Non-TKI users had more inpatient costs compared with TKI users. Trends in cost remained significant when adjusting for age and comorbidities. The median overall survival was 40 months (95% confidence interval [95% CI], 34-48 months) compared with 86 months (95% CI, 73 months to not reached), respectively, for non-TKI users versus TKI users, a finding that remained consistent when adjusting for age, comorbidities, and subsidy status (hazard ratio, 2.23; 95% CI, 1.77-2.81). CONCLUSIONS Approximately 21% of all patients with CML did not receive TKIs at any time. Cost-sharing subsidies consistently are found to be associated with higher initiation rates. Non-TKI users had higher inpatient costs and poorer survival outcomes. Interventions to lower TKI costs for all patients are desirable.
Collapse
Affiliation(s)
- Erlene K Seymour
- Department of Oncology, Karmanos Cancer Institute, Wayne State University, Detroit, Michigan
| | - Julie J Ruterbusch
- Department of Oncology, Karmanos Cancer Institute, Wayne State University, Detroit, Michigan
| | - Aaron N Winn
- Department of Clinical Sciences, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Julie A George
- Department of Oncology, Karmanos Cancer Institute, Wayne State University, Detroit, Michigan
| | - Jennifer L Beebe-Dimmer
- Department of Oncology, Karmanos Cancer Institute, Wayne State University, Detroit, Michigan
| | - Charles A Schiffer
- Department of Oncology, Karmanos Cancer Institute, Wayne State University, Detroit, Michigan
| |
Collapse
|
27
|
Hanley GE, Park M, Oberlander TF. Socieconomic status and psychotropic medicine use during pregnancy: a population-based study in British Columbia, Canada. Arch Womens Ment Health 2020; 23:689-697. [PMID: 32409987 DOI: 10.1007/s00737-020-01034-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/11/2019] [Accepted: 04/22/2020] [Indexed: 10/24/2022]
Abstract
Women at the lower end of the socioeconomic distribution have higher rates of depression in pregnancy and lower rates of treatment. In this study, we investigate relationships between income and the use of psychotropic mediciness in pregnancy. This retrospective cohort study using population-based administrative datasets included all women who delivered a live infant in the province of British Columbia, Canada (population of 4.6 million), between April 1, 2000, and December 31, 2009. We compared the socioeconomic distribution in use of psychotropic mediciness in pregnancy. We included 305,984 deliveries among 217,721 women. Women at the low end of the income distribution were significantly more likely to have a diagnosis for all mental health conditions, except anxiety, which was more common in women of highest socioeconomic status. The adjusted odds ratios for psychotropic medicine use indicate that women in the lowest income quintile have lower odds of filling a prescription for a psychotropic medicine after controlling for covariates and diagnoses of mental health conditions. However, they were more likely to fill a prescription for an antipsychotic and were more likely to fill psychotropic medicines from three or more different drug categories during pregnancy. Our findings suggest that women of lower socioeconomic status are less likely to fill a prescription for a psychotropic medicine in pregnancy, a finding largely driven by their decreased likelihood of filling an antidepressant. This is despite overall higher rates of mental illness among women of lower socioeconomic status, suggesting a gap in treatment by socioeconomic status.
Collapse
Affiliation(s)
- Gillian E Hanley
- Department of Obstetrics & Gynaecology, University of British Columbia, Suite 930, 1125 Howe Street, Vancouver, BC, V6Z 2K8, Canada. .,BC Children's Hospital Research Institute, University of British Columbia, 950 West 28th Ave., Vancouver, BC, V5Z 4H4, Canada. .,VGH Research Pavilion, 828 W 10th Ave, Vancouver, BC, V5Z 1M9, Canada.
| | - Mina Park
- BC Children's Hospital Research Institute, University of British Columbia, 950 West 28th Ave., Vancouver, BC, V5Z 4H4, Canada.,School of Population and Public Health, University of British Columbia, 2206 East Mall, Vancouver, BC, V6T 1Z3, Canada
| | - Tim F Oberlander
- BC Children's Hospital Research Institute, University of British Columbia, 950 West 28th Ave., Vancouver, BC, V5Z 4H4, Canada.,School of Population and Public Health, University of British Columbia, 2206 East Mall, Vancouver, BC, V6T 1Z3, Canada.,Department of Paediatrics, University of British Columbia, BC Children's Hospital, Rm2D19, 4480 Oak St., Vancouver, BC, V6H3V4, Canada
| |
Collapse
|
28
|
Kirsch M, Montgomery JR, Hu HM, Englesbe M, Hallstrom B, Brummett CM, Fendrick AM, Waljee JF. Association between insurance cost-sharing subsidy and postoperative opioid prescription refills among Medicare patients. Surgery 2020; 168:244-252. [PMID: 32505547 PMCID: PMC8489972 DOI: 10.1016/j.surg.2020.04.013] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2019] [Revised: 03/06/2020] [Accepted: 04/04/2020] [Indexed: 01/06/2023]
Abstract
BACKGROUND Models of health care coverage with varying degrees of patient cost-sharing have been shown to influence health care behaviors for chronic conditions including medication adherence. The effect of insurance cost-sharing subsidies on the probability of postoperative opioid refill, however, is unclear. METHODS This retrospective cohort study examined 100% Medicare claims data among patients (N = 21,781) ages 65 and older undergoing orthopedic procedures in Michigan between January 2013 and September 2016. Patients were classified based on the presence of low-income subsidy and on prior opioid exposure using Medicare Part D prescription files of drug events. We investigated the association of these factors with the probability of both initial and second postoperative opioid fill within 90 days from the date of discharge. RESULTS In this cohort, 84.6% of patients filled an initial opioid prescription, and 66.4% refilled an opioid prescription. Patients with a full low-income subsidy had greater odds of refill within the postoperative 90 days compared with those patients without a low-income subsidy (odds ratio 1.38, 95% confidence interval 1.18-1.60). Among opioid naïve patients with a full low-income subsidy, the adjusted refill rate was 61.3% (95% confidence interval 58.0-64.7%) compared with 57.6% (95% confidence interval 51.4-63.7%) among those with partial low-income subsidy and 54.2% (95% confidence interval 52.8-55.6%) among patients without low-income subsidy. CONCLUSION Among Medicare patients undergoing orthopedic procedures, a full medication subsidy is associated with an increased probability of opioid refill when compared with no subsidy. Going forward, it is critical to lessen financial barriers to ensure all patients have equitable access to postoperative analgesia, including both opioid and nonopioid analgesics by decreasing the patient burden of cost-sharing.
Collapse
Affiliation(s)
| | - John R Montgomery
- Department of Surgery, University of Michigan Medical School, Ann Arbor, MI
| | - Hsou Mei Hu
- Michigan Opioid Prescribing Engagement Network, Ann Arbor, MI
| | - Michael Englesbe
- Department of Surgery, University of Michigan Medical School, Ann Arbor, MI
| | - Brian Hallstrom
- Department of Orthopaedic Surgery, University of Michigan Medical School, Ann Arbor, MI
| | - Chad M Brummett
- Department of Anesthesiology, University of Michigan Medical School, Ann Arbor, MI
| | - A Mark Fendrick
- Center for Value-Based Insurance Design, University of Michigan, Ann Arbor, MI
| | - Jennifer F Waljee
- Department of Surgery, University of Michigan Medical School, Ann Arbor, MI.
| |
Collapse
|
29
|
Kim NH, Look KA. The Effect of Reduced Drug Copayments on Adherence to Oral Diabetes Medications Among Childless Adults in Wisconsin Medicaid. J Manag Care Spec Pharm 2020; 25:1432-1441. [PMID: 31778619 PMCID: PMC10398115 DOI: 10.18553/jmcp.2019.25.12.1432] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND Medication adherence is an indicator of the quality of drug use, which is associated with better health outcomes and reduced health care expenditures. Drug cost sharing can be a barrier to adherence, especially for low-income individuals with chronic conditions. Most of the existing studies in a Medicaid population have evaluated the effects of increasing drug copayments, but few studies have evaluated the effects of reducing drug copayments on medication adherence. Medicaid coverage for low-income childless adults in Wisconsin was expanded on April 1, 2014, which included reductions in drug copayments and monthly caps on out-of-pocket spending. OBJECTIVE To evaluate changes in adherence to oral diabetes medications using proportion of days covered (PDC) among Medicaid childless adults with type 2 diabetes after the 2014 Medicaid drug copayment reduction. METHODS A difference-in-differences design was used to compare the changes in medication adherence between childless adults (treatment group) and parents/caretakers (control group). Wisconsin Medicaid's administrative enrollment records, pharmacy claims, and medical claims data were analyzed. Medication adherence was evaluated for 4 commonly used oral diabetes drug classes (i.e., biguanides, sulfonylureas, dipeptidyl peptidase-IV inhibitors, and thiazolidinediones) by adapting the medication adherence quality measures endorsed by the Pharmacy Quality Alliance. The PDC for all diabetes drugs was calculated among patients who filled ≥ 2 prescriptions for any of the 4 drug classes. PDC for each drug class was also measured among patients who had ≥ 2 drug fills for each drug class. The proportion of adherent patients was evaluated using a threshold of PDC ≥ 0.80. RESULTS Average PDC for all diabetes drugs was 0.87 in the childless adults at baseline and significantly increased by 0.02 (P = 0.025) relative to the parents/caretakers after the copayment reduction. The baseline proportion of adherent patients (PDC ≥ 0.80) among the childless adults was 76% and significantly increased by 6.2 percentage points (P = 0.003) relative to the control group. The odds of adherence to oral antidiabetic drugs increased by 47%, resulting in the proportion of adherent patients in the childless adults group reaching almost 80% after the coverage expansion. In the per class analyses, a significant effect was found for biguanides; the proportion of adherent patients increased by 5.5 percentage points in childless adults compared with the control group (P = 0.022). CONCLUSIONS This program evaluation found that a reduction of drug copayments in Wisconsin Medicaid improved the quality of medication use by increasing adherence to oral antidiabetic drugs among childless adults. DISCLOSURES This study was conducted as part of a larger study funded by the Wisconsin Department of Health Services. The authors are solely responsible for the content of this study. The authors report an evaluation contract with the Wisconsin Department of Health Services, unrelated to this study. An earlier version of this paper was presented at the AcademyHealth Annual Research Meeting; June 23-24, 2018; Seattle, WA.
Collapse
Affiliation(s)
- Nam Hyo Kim
- Social and Administrative Sciences Division, School of Pharmacy, University of Wisconsin-Madison
| | - Kevin A Look
- Social and Administrative Sciences Division, School of Pharmacy, University of Wisconsin-Madison
| |
Collapse
|
30
|
Paul P. The distributive fairness of out-of-pocket healthcare expenditure in the Russian Federation. INTERNATIONAL JOURNAL OF HEALTH ECONOMICS AND MANAGEMENT 2020; 20:13-40. [PMID: 31197528 PMCID: PMC7010690 DOI: 10.1007/s10754-019-09268-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/15/2018] [Accepted: 06/03/2019] [Indexed: 06/09/2023]
Abstract
This article examines the effects of socioeconomic position and urban-rural settlement on the distribution of out-of-pocket expenditure (OPE) for health in the Russian Federation. Data comes from 2005 to 2016 waves of the Russian Longitudinal Monitoring Survey. Concentration index reflects changes in the distribution of OPE between the worse-off and the better-off Russians over a 12-year period. Finally, unconditional quantile regression-a recentred influence function approach estimates differential impacts of covariates along the distribution of OPE. OPE is concentrated amongst the better-off Russians in 2016. Urban settlements contribute to top end OPE distribution for the richest and town settlements, at the median for the richest and the poorest. Our model for the analysis is unique in the context of study population, as it marginalises the effect over the distributions of other covariates used in the model.
Collapse
Affiliation(s)
- Pavitra Paul
- University of Eastern Finland, Kuopio, Finland.
- Aix-Marseille School of Economics, Aix-Marseille Université, Marseille, France.
| |
Collapse
|
31
|
Chernew ME. Private Sector Strategies to Address High Drug Prices and the Promise of Reference Pricing Programs. JAMA Netw Open 2020; 3:e1920599. [PMID: 32022873 DOI: 10.1001/jamanetworkopen.2019.20599] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Affiliation(s)
- Michael E Chernew
- Department of Health Care Policy, Harvard Medical School, Boston, Massachusetts
| |
Collapse
|
32
|
Coy KC, Hazen RJ, Kirkham HS, Delpino A, Siegler AJ. Persistence on HIV preexposure prophylaxis medication over a 2-year period among a national sample of 7148 PrEP users, United States, 2015 to 2017. J Int AIDS Soc 2020; 22:e25252. [PMID: 30775846 PMCID: PMC6378757 DOI: 10.1002/jia2.25252] [Citation(s) in RCA: 93] [Impact Index Per Article: 23.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2018] [Accepted: 01/24/2019] [Indexed: 11/08/2022] Open
Abstract
Introduction Persistence on preexposure prophylaxis for HIV prevention (PrEP) medication has rarely been reported for periods greater than one year, or in real‐world settings. This study used pharmacy fill records for PrEP users from a national chain pharmacy to describe persistence on PrEP medication over a two‐year period, and to explore correlates with PrEP medication persistence in a real‐world setting. Methods We analysed de‐identified pharmacy fill records of 7148 eligible individuals who initiated PrEP in 2015 at a national chain pharmacy. A standard algorithm was employed to identify TDF‐FTC use for PrEP indication. We considered three time periods for persistence, defined as maintaining refills in PrEP care: year 1 (zero to twelve months), year 2 (thirteen to twenty‐four months) and initiation to year 2 (zero to twenty‐four months). Individuals with 16 or more days of TDF‐FTC PrEP dispensed in a 1‐month period for at least three‐quarters of a given time period (e.g. nine of twelve months or eighteen of twenty‐four months) were classified as persistent on PrEP medication for the period. Results Persistence was 56% in year 1, 63% in year 2 and 41% from initiation to year 2. Individuals aged 18 to 24 had the lowest persistence, with 29% from initiation to year 2. Men had higher persistence than women, with 42% compared to 20% persistent from initiation to year 2. Individuals with commercial insurance and individuals who utilized a community‐based specialty pharmacy from the national chain also had higher persistence. Male gender, age >18 to 24 years, average monthly copay of $20 or less, commercial insurance, and utilization of a community‐based specialty pharmacy were positively associated in adjusted models with persistence in year 1 and from initiation to year 2; the same correlates, with the exception of utilization of a community‐based specialty pharmacy, were associated with higher persistence in year 2. Conclusions We found substantial non‐persistence on PrEP medication in both year 1 and year 2. Across the entire 2‐year period, only two out of every five users persisted on PrEP. Demographic, financial and pharmacy factors were associated with persistence. Further research is needed to explore how social, structural or individual factors may undermine or enhance persistence on PrEP, and to develop interventions to assist persistence on PrEP.
Collapse
Affiliation(s)
- Kelsey C Coy
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | | | | | | | - Aaron J Siegler
- Department of Behavioral Sciences and Health Education, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| |
Collapse
|
33
|
Gaffney A, Bor DH, Himmelstein DU, Woolhandler S, McCormick D. The Effect Of Veterans Health Administration Coverage On Cost-Related Medication Nonadherence. Health Aff (Millwood) 2020; 39:33-40. [DOI: 10.1377/hlthaff.2019.00481] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Affiliation(s)
- Adam Gaffney
- Adam Gaffney is an instructor in medicine at Harvard Medical School, in Boston, and is in the Division of Pulmonary and Critical Care Medicine at Cambridge Health Alliance, in Cambridge, both in Massachusetts
| | - David H. Bor
- David H. Bor is a professor of medicine at Harvard Medical School and chief academic officer at Cambridge Health Alliance
| | - David U. Himmelstein
- David U. Himmelstein is a distinguished professor of public health at Hunter College, City University of New York, in New York City, and a lecturer in medicine at Cambridge Health Alliance/Harvard Medical School
| | - Steffie Woolhandler
- Steffie Woolhandler is a distinguished professor of public health at Hunter College, City University of New York, and a lecturer in medicine at Cambridge Health Alliance/Harvard Medical School
| | - Danny McCormick
- Danny McCormick is an associate professor of medicine at Harvard Medical School and director of the Division of Social and Community Medicine in the Department of Medicine, Cambridge Health Alliance
| |
Collapse
|
34
|
Fendrick AM, Buxbaum JD, Tang Y, Vlahiotis A, McMorrow D, Rajpathak S, Chernew ME. Association Between Switching to a High-Deductible Health Plan and Discontinuation of Type 2 Diabetes Treatment. JAMA Netw Open 2019; 2:e1914372. [PMID: 31675081 PMCID: PMC6826641 DOI: 10.1001/jamanetworkopen.2019.14372] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
IMPORTANCE High-deductible health plans (HDHPs) are a common cost-savings option for employers but may lead to underuse of necessary treatments because beneficiaries bear the full cost of health care, including medications, until a deductible is met. OBJECTIVES To evaluate the association between switching from a non-HDHP to an HDHP and discontinuation of antihyperglycemic medication and to assess whether the association differs in patients using branded vs generic antihyperglycemic medications. DESIGN, SETTING, AND PARTICIPANTS This retrospective matched cohort study used administrative claims from MarketScan databases to identify commercially insured adult patients with type 2 diabetes who used at least 1 antihyperglycemic medication in 2013. Patients in the HDHP cohort (n = 1490) were matched by propensity scores to a non-HDPH control cohort (n = 1490). Data were collected and analyzed from January 1, 2013, through December 31, 2014. EXPOSURES Switching from a non-HDHP in 2013 to a full replacement HDHP in 2014 (no non-HDHP option offered) vs staying on a non-HDHP. MAIN OUTCOMES AND MEASURES Difference-in-differences models estimated discontinuation of branded and generic antihyperglycemic medications. RESULTS Among the 2980 patients included in the analysis (1932 men [64.8%]; mean [SD] age, HDHP cohort: 52.6 [6.9] years; non-HDHP cohort: 52.7 [7.3] years), no difference between the HDHP and non-HDHP cohorts was found in unadjusted follow-up discontinuation rates for all antihyperglycemic medications (255 [22.7%] vs 255 [23.3%]; P = .72); however, among patients using branded medication, a significantly greater proportion of patients in the HDHP group did not refill branded medications (81 of 396 [20.5%] vs 61 of 437 [14.0%]; P = .009). Difference-in-differences models were not statistically significant. CONCLUSIONS AND RELEVANCE These findings suggest switching to an HDHP is associated with discontinuation specifically of branded medications. Unintended health consequences may result and should be considered by employers making health care benefit decisions.
Collapse
Affiliation(s)
- A. Mark Fendrick
- Center for Value-Based Insurance Design, University of Michigan, Ann Arbor
| | - Jason D. Buxbaum
- Center for Value-Based Insurance Design, University of Michigan, Ann Arbor
| | - Yuexin Tang
- Merck Research Laboratories, Merck & Co, Inc, Kenilworth, New Jersey
| | | | | | - Swapnil Rajpathak
- Merck Research Laboratories, Merck & Co, Inc, Kenilworth, New Jersey
| | | |
Collapse
|
35
|
Li C, Tang C, Wang H. Effects of health insurance integration on health care utilization and its equity among the mid-aged and elderly: evidence from China. Int J Equity Health 2019; 18:166. [PMID: 31665019 PMCID: PMC6820904 DOI: 10.1186/s12939-019-1068-1] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2019] [Accepted: 09/30/2019] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The fragmentation of health insurance schemes in China has undermined equity in access to health care. To achieve universal health coverage by 2020, the Chinese government has decided to consolidate three basic medical insurance schemes. This study aims to evaluate the effects of integrating Urban and Rural Residents Basic Medical Insurance schemes on health care utilization and its equity in China. METHODS The data for the years before (2013) and after (2015) the integration were obtained from the China Health and Retirement Longitudinal Study. Respondents in pilot provinces were considered as the treatment group, and those in other provinces were the control group. Difference-in-difference method was used to examine integration effects on probability and frequency of health care visits. Subgroup analysis across regions of residence (urban/rural) and income groups and concentration index were used to examine effects on equity in utilization. RESULTS The integration had no significant effects on probability of outpatient visits (β = 0.01, P > 0.05), inpatient visits (β = 0.01, P > 0.05), and unmet hospitalization needs (β =0.01, P > 0.05), while it had significant and positive effects on number of outpatient visits (β = 0.62, P < 0.05) and inpatient visits (β = 0.39, P < 0.01). Moreover, the integration had significant and positive effects on number of outpatient visits (β = 0.77, P < 0.05) and inpatient visits (β = 0.49, P < 0.01) for rural residents but no significant effects for urban residents. Furthermore, the integration led to an increase in the frequency of inpatient care utilization for the poor (β = 0.78, P < 0.05) among the piloted provinces but had no significant effects for the rich (β = 0.25, P > 0.05). The concentration index for frequency of inpatient visits turned into negative direction in integration group, while that in control group increased by 0.011. CONCLUSIONS The findings suggest that the integration of fragmented health insurance schemes could promote access to and improve equity in health care utilization. Successful experiences of consolidating health insurance schemes in pilot provinces can provide valuable lessons for other provinces in China and other countries with similar fragmented schemes.
Collapse
Affiliation(s)
- Chaofan Li
- Graduate School at Shenzhen, Tsinghua University, Shenzhen, 518000, China
| | - Chengxiang Tang
- School of Public Administration, Guangzhou University, Guangzhou, 510006, China
| | - Haipeng Wang
- School of Health Care Management, Shandong University, Jinan, 250012, China.
- NHC Key Laboratory of Health Economics and Policy Research (Shandong University), Shandong University, Jinan, 250012, China.
| |
Collapse
|
36
|
Insurance Status and Access to Sexual Health Services Among At-Risk Men: A Qualitative Study. J Assoc Nurses AIDS Care 2019; 30:e122-e131. [DOI: 10.1097/jnc.0000000000000063] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
|
37
|
de Mello-Sampayo F. Patients' out-of-pocket expenses analysis of presurgical teledermatology. COST EFFECTIVENESS AND RESOURCE ALLOCATION 2019; 17:18. [PMID: 31462895 PMCID: PMC6708152 DOI: 10.1186/s12962-019-0186-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2019] [Accepted: 08/13/2019] [Indexed: 11/10/2022] Open
Abstract
Background This study undertakes an economic analysis of presurgical teledermatology from a patient perspective, comparing it with a conventional referral system. Store-and-forward teledermatology allows surgical planning, saving both time and number of visits involving travel, thereby reducing patients' out-of-pocket expenses, i.e. costs that patients incur when traveling to and from health providers for treatment, visits' fees, and opportunity cost of time spent in visits. to The study quantifies the opportunity costs and direct costs of visits for adults waiting for dermatology surgery. Method This study uses a retrospective assessment of 123 patients. Patients' out-of-pocket expenses of presurgical teledermatology were analyzed in the setting of a public hospital over 2 years. The teledermatology network covering the area served by the Hospital Garcia da Horta, Portugal, linked the primary care centers of 24 health districts with the hospital's dermatology department. The patients' opportunity cost of visits and direct costs of visits (transport costs, and visits' fee) of each presurgical modality (teledermatology and conventional referral), were simulated from initial primary care visit until surgical intervention. Two groups of patients, those with Squamous Cell Carcinoma and those with Basal Cell Carcinoma, were distinguished in order to compare the patients' out-of-pocket expenses according to the dermatoses. Results From a patient perspective, the conventional system was 2.12 times more expensive than presurgical teledermatology. Teledermatology allowed saving €0.74 per patient and per day of delay avoided. This saving was greater in patients with Squamous Cell Carcinoma than in patients with Basal Cell Carcinoma. Although, the probabilistic sensitivity analysis corroborates the results of the base case scenario, only a prospective study can substantiate these results. Conclusion In the Portuguese public healthcare system and under specific cost hypotheses, from a patient economic perspective, teledermatology used for presurgical planning and preparation is the dominant strategy in terms of out-of-pocket expenses, outperforming the conventional referral system, especially for patients with severe dermatoses.
Collapse
Affiliation(s)
- Felipa de Mello-Sampayo
- Department of Economics, Instituto Universitário de Lisboa (ISCTE-IUL) and BRU-IUL, ISCTE-IUL, cacifo 187, Av. Forças Armadas, 1649-026 Lisbon, Portugal
| |
Collapse
|
38
|
McClellan C, Fingar KR, Ali MM, Olesiuk WJ, Mutter R, Gibson TB. Price elasticity of demand for buprenorphine/naloxone prescriptions. J Subst Abuse Treat 2019; 106:4-11. [PMID: 31540610 DOI: 10.1016/j.jsat.2019.08.001] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2019] [Revised: 07/17/2019] [Accepted: 08/06/2019] [Indexed: 12/22/2022]
Abstract
Although there have been supply-side efforts in response to the opioid crisis (e.g., prescription drug monitoring programs), little information exists on demand-side approaches related to patient cost sharing that may affect utilization of and adherence to pharmacotherapy by individuals with opioid use disorder. Among individuals who had initiated pharmacotherapy, we estimated the price elasticity of demand of prescription fills of buprenorphine/naloxone, a common pharmacotherapy drug, overall and by patient characteristics. Using the IBM MarketScan® Commercial Claims and Encounters Database for individuals with employer-sponsored private health insurance coverage, we examined the relationship between cost sharing and the number of buprenorphine/naloxone prescription fills using enrollee-level longitudinal fixed effects models. Cost sharing was expressed as a price index for each employer-plan. By including enrollee-level fixed effects, the identification of the effect of interest comes from longitudinal variation in prices across multiple time points for each enrollee. Overall, the demand for buprenorphine/naloxone was price inelastic (p = 0.191). However, some subgroups were responsive to price. A doubling of price was associated with a decrease in fills by 3.0% for enrollees aged 45-64 years (p = 0.029); 5.7% for those in rural areas (p = 0.033); 5.8% for residents of the South (p ≤0.001); and 3.0% for those enrolled in an HMO (p = 0.004). Insurers should consider the effects on these groups before increasing beneficiary out-of-pocket costs for pharmacotherapy and efforts to increase adherence should consider that price may be a barrier for some subgroups with OUD.
Collapse
Affiliation(s)
- Chandler McClellan
- Center for Financing, Access and Cost Trends, Agency for Health Care Research & Quality, United States of America
| | | | - Mir M Ali
- Office of the Assistant Secretary for Planning & Evaluation, US Department of Health & Human Services, 200 Independent Avenue SW, Washington DC 20202, United States of America.
| | | | - Ryan Mutter
- Health, Retirement and Long-Term Analysis Division, Congressional Budget Office, United States of America
| | | |
Collapse
|
39
|
Abstract
OBJECTIVE The objective of this study was to evaluate the impacts of the implementation of patient cost-sharing for an outpatient visit and prescription drugs for poor and nonable bodied Koreans in 2007. DATA SOURCES/STUDY SETTINGS Nationally-representative longitudinal data sets (Korea Welfare Panel Study and the Korean Longitudinal Study of Ageing) in 2006, 2008, and 2010. RESEARCH DESIGN Propensity score matching with difference-in-differences framework exploiting within-person variation in cost-sharing. RESULTS Decreases in the probability of outpatient visit are offset by increases in the likelihood of hospitalization after the policy change. Cost-sharing also decreases drug adherence by 20%, particularly among chronically-ill persons. CONCLUSION Because the costs of increased hospitalization among Medical Aid enrollees accrue to the government, the introduction of outpatient cost-sharing does not achieve the goal of cost control.
Collapse
|
40
|
Park E, Kim D, Choi S. The impact of differential cost sharing of prescription drugs on the use of primary care clinics among patients with hypertension or diabetes. Public Health 2019; 173:105-111. [PMID: 31265939 DOI: 10.1016/j.puhe.2019.05.005] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2019] [Revised: 05/03/2019] [Accepted: 05/04/2019] [Indexed: 11/25/2022]
Abstract
OBJECTIVES Since 2011, the Korean government has implemented differential cost sharing to increase the utilization of primary care clinics for the management of chronic diseases. The objective of this study was to examine the impact of the prescription drug cost-sharing increase on outpatients' selection of the medical care institution. STUDY DESIGN This was a pre-post comparison study. METHODS Participants were 34,842 patients with hypertension and 13,886 patients with type 2 diabetes, who were all newly prescribed. Data were collected via national health insurance system claims. The change in the main medical care institution for disease management before and after the cost sharing policy was analyzed using logistic regression analysis. RESULTS Nearly 18% of participants with hypertension and 22% of participants with diabetes used tertiary care or general hospital outpatient services before the policy was implemented. After the increased prescription drug coinsurance rate (by 10-20%), the likelihood of selecting primary care clinics or small hospitals was significantly higher among patients with hypertension within 1 year (odds ratio [95% confidence interval] = 1.29 [1.19-1.41]) than before. However, the policy effect was not significant among patients with diabetes. CONCLUSIONS The cost sharing policy was effective in inducing patients with hypertension to manage their chronic disease in primary care institutions; however, this was not true for patients with diabetes. The assurance of high-quality disease management services and low out-of-pocket expenses may be needed to encourage patients with chronic diseases to use primary care clinics.
Collapse
Affiliation(s)
- Eunja Park
- Resarch Fellow, Korea Institute for Health and Social Affairs, Sejong, South Korea
| | - Daeeun Kim
- Department of Epidemiology, University of North Carolina at Chapel Hill, NC, USA
| | - Sookja Choi
- Assistant Professor, Red Cross College of Nursing, Chung-Ang University, Seoul, South Korea.
| |
Collapse
|
41
|
Perez SL, Gosdin M, Pintor JK, Romano PS. Consumers' Perceptions And Choices Related To Three Value-Based Insurance Design Approaches. Health Aff (Millwood) 2019; 38:456-463. [PMID: 30830829 DOI: 10.1377/hlthaff.2018.05048] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
The burden of rising health care costs is being shifted to consumers, and 30 percent of health care costs are attributed to wasteful spending on low- or no-value services. Value-based insurance design (VBID) is intended to encourage the use of high-value services or discourage the use of low-value services by aligning cost with quality. During the summer and fall of 2016, this mixed-methods study used focus groups and a quantitative analysis of survey data to explore consumer decision making in Northern California. When presented with three common VBID approaches, the focus groups favored value-based benefit design the most (41 percent), followed by reference pricing (28 percent) and narrow networks (21 percent). When presented with VBID scenarios, participants were skeptical of the value-based trade-offs and reported seeking information they wanted instead of relying on information that health plans provide. Engaging consumers to successfully reduce waste through VBID will require clarifying trade-offs to support consumers' processes for arriving at high-value decisions as well as reaching out to consumers through trusted sources and networks.
Collapse
Affiliation(s)
- Susan L Perez
- Susan L. Perez ( ) is an assistant professor of health science at California State University, Sacramento
| | - Melissa Gosdin
- Melissa Gosdin is a research analyst in the Center for Healthcare Policy and Research, University of California (UC) Davis, in Sacramento
| | - Jessie Kemmick Pintor
- Jessie Kemmick Pintor is an assistant professor in the Department of Health Management and Policy, Dornsife School of Public Health, Drexel University, in Philadelphia, Pennsylvania. At the time this work was conducted, she was a QSCERT fellow at the UC Davis Center for Healthcare Policy and Research
| | - Patrick S Romano
- Patrick S. Romano is a professor of medicine and pediatrics at the UC Davis School of Medicine, in Sacramento
| |
Collapse
|
42
|
Socioeconomic status and treatment of depression during pregnancy: a retrospective population-based cohort study in British Columbia, Canada. Arch Womens Ment Health 2018; 21:765-775. [PMID: 29860622 DOI: 10.1007/s00737-018-0866-6] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/08/2018] [Accepted: 05/17/2018] [Indexed: 10/14/2022]
Abstract
Women at the lower end of the socioeconomic distribution have higher rates of depression in pregnancy; however, we know little about the role of socioeconomic status (SES) in determining their treatment. Herein, we investigate the relationships between income and the use of health services for depression in pregnancy. This retrospective cohort study using population-based administrative datasets included all women who delivered a live infant in the province of British Columbia, Canada (population of 4.3 million) between April 1st, 2000 and December 31st, 2009. We restricted to women with an indication of depression during pregnancy and examined their use of health services to treat depression by income quintile. Women in the highest income quintile were significantly more likely to see a psychiatrist for depression during pregnancy and to fill prescriptions for serotonin reuptake inhibitor (SRI) antidepressants than women in the lowest income quintile. Women at the lower end of the income distribution were more likely to have a GP visit for depression. Women at the low end of the income distribution were more likely to end up in hospital for depression or a mental health condition during pregnancy and more likely to receive a benzodiazepine and/or an antipsychotic medication. Our findings suggest a critical gap in access to health services for women of lower income suffering from depression during pregnancy, a time when proper access to effective treatment has the most potential to improve the long-term health of the developing child and the whole family unit.
Collapse
|
43
|
Herity LB, Upchurch G, Schenck AP. Senior PharmAssist: Less Hospital Use with Enrollment in an Innovative Community-Based Program. J Am Geriatr Soc 2018; 66:2394-2400. [PMID: 30306540 DOI: 10.1111/jgs.15617] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2018] [Revised: 08/20/2018] [Accepted: 08/21/2018] [Indexed: 11/29/2022]
Abstract
OBJECTIVES To evaluate changes in acute health services use of Senior PharmAssist participants. DESIGN Retrospective analysis. SETTING Community-based, nonprofit program in Durham County, North Carolina. PARTICIPANTS Adults aged 60 and older with income of 200% of the federal poverty level or less who enrolled in the Senior PharmAssist program (N = 191) between August 1, 2011, and March 15, 2017. INTERVENTION Medication therapy management (MTM), customized community referrals, Medicare insurance counseling, and medication copayment assistance provided by Senior PharmAssist. MEASUREMENTS Primary outcomes were self-reported emergency department (ED) visits and hospital admissions in the previous year, assessed at baseline and every 6 months for up to 2 years. RESULTS Mean number of ED visits declined over time (0.83 visits per year at baseline to 0.53 visits per year at 24 months, P = .002), as did the percentage of participants reporting an ED visit in the past year (49% at baseline to 31% at 24 months, P = .003). Mean hospital admissions also decreased (0.56 admissions per year at baseline to 0.4 admissions per year at 24 months, P = .02). There was no significant change in percentage of participants reporting a hospital admission in the past year (33% at baseline to 25% at 24 months, P = .23). CONCLUSION Older adults who enrolled in a community-based program that helps them manage medications, connect with community resources, and overcome barriers to medication access experienced reductions in acute health services use. J Am Geriatr Soc 66:2394-2400, 2018.
Collapse
Affiliation(s)
- Leah B Herity
- Gillings School of Global Public Health, University of North Carolina, Chapel Hill, North Carolina.,Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, North Carolina.,Virginia Commonwealth University Health System, Richmond, Virginia
| | - Gina Upchurch
- Gillings School of Global Public Health, University of North Carolina, Chapel Hill, North Carolina.,Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, North Carolina.,Geriatric Workforce Enhancement Program, Duke University, Durham, North Carolina.,Senior PharmAssist, Durham, North Carolina
| | - Anna P Schenck
- Gillings School of Global Public Health, University of North Carolina, Chapel Hill, North Carolina
| |
Collapse
|
44
|
Garrido MM, Frakt AB. Improving adherence to high-value medications through prescription cost-sharing policies. BMJ Qual Saf 2018; 27:868-870. [PMID: 29674484 PMCID: PMC8218013 DOI: 10.1136/bmjqs-2018-007916] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/10/2018] [Indexed: 11/04/2022]
Affiliation(s)
- Melissa M Garrido
- Partnered Evidence-based Policy Resource Center, Boston VA Healthcare System, Boston, Massachusetts, USA
- Geriatrics Research, Education, and Clinical Center, James J Peters VA Medical Center, Bronx, New York, USA
- Brookdale Department of Geriatrics and Palliative Medicine, Icahn School of Medicine at Mount Sinai, New York City, New York, USA
| | - Austin B Frakt
- Partnered Evidence-based Policy Resource Center, Boston VA Healthcare System, Boston, Massachusetts, USA
- Department of Health Law, Policy and Management, Boston University School of Public Health, Boston, Massachusetts, USA
- Department of Health Policy and Management, Harvard TH Chan School of Public Health, Boston, Massachusetts, USA
| |
Collapse
|
45
|
Yoon S, Mooney MA, Bohl MA, Sheehy JP, Nakaji P, Little AS, Lawton MT. Patient out-of-pocket spending in cranial neurosurgery: single-institution analysis of 6569 consecutive cases and literature review. Neurosurg Focus 2018; 44:E6. [DOI: 10.3171/2018.1.focus17782] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
OBJECTIVEWith drastic changes to the health insurance market, patient cost sharing has significantly increased in recent years. However, the patient financial burden, or out-of-pocket (OOP) costs, for surgical procedures is poorly understood. The goal of this study was to analyze patient OOP spending in cranial neurosurgery and identify drivers of OOP spending growth.METHODSFor 6569 consecutive patients who underwent cranial neurosurgery from 2013 to 2016 at the authors’ institution, the authors created univariate and multivariate mixed-effects models to investigate the effect of patient demographic and clinical factors on patient OOP spending. The authors examined OOP payments stratified into 10 subsets of case categories and created a generalized linear model to study the growth of OOP spending over time.RESULTSIn the multivariate model, case categories (craniotomy for pain, tumor, and vascular lesions), commercial insurance, and out-of-network plans were significant predictors of higher OOP payments for patients (all p < 0.05). Patient spending varied substantially across procedure types, with patients undergoing craniotomy for pain ($1151 ± $209) having the highest mean OOP payments. On average, commercially insured patients spent nearly twice as much in OOP payments as the overall population. From 2013 to 2016, the mean patient OOP spending increased 17%, from $598 to $698 per patient encounter. Commercially insured patients experienced more significant growth in OOP spending, with a cumulative rate of growth of 42% ($991 in 2013 to $1403 in 2016).CONCLUSIONSEven after controlling for inflation, case-mix differences, and partial fiscal periods, OOP spending for cranial neurosurgery patients significantly increased from 2013 to 2016. The mean OOP spending for commercially insured neurosurgical patients exceeded $1400 in 2016, with an average annual growth rate of 13%. As patient cost sharing in health insurance plans becomes more prevalent, patients and providers must consider the potential financial burden for patients receiving specialized neurosurgical care.
Collapse
|
46
|
Aznar-Lou I, Pottegård A, Fernández A, Peñarrubia-María MT, Serrano-Blanco A, Sabés-Figuera R, Gil-Girbau M, Fajó-Pascual M, Moreno-Peral P, Rubio-Valera M. Effect of copayment policies on initial medication non-adherence according to income: a population-based study. BMJ Qual Saf 2018; 27:878-891. [DOI: 10.1136/bmjqs-2017-007416] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2017] [Revised: 02/06/2018] [Accepted: 02/11/2018] [Indexed: 01/03/2023]
Abstract
ObjectiveCopayment policies aim to reduce the burden of medication expenditure but may affect adherence and generate inequities in access to healthcare. The objective was to evaluate the impact of two copayment measures on initial medication non-adherence (IMNA) in several medication groups and by income level.DesignA population-based study was conducted using real-world evidence.SettingPrimary care in Catalonia (Spain) where two separate copayment measures (fixed copayment and coinsurance) were introduced between 2011 and 2013.ParticipantEvery patient with a new prescription issued between 2011 and 2014 (3 million patients and 10 million prescriptions).OutcomesIMNA was estimated throughout dispensing and invoicing information. Changes in IMNA prevalence after the introduction of copayment policies (immediate level change and trend changes) were estimated through segmented logistic regression. The regression models were stratified by economic status and medication groups.ResultsBefore changes to copayment policies, IMNA prevalence remained stable. The introduction of a fixed copayment was followed by a statistically significant increase in IMNA in poor population, low/middle-income pensioners and low-income non-pensioners (OR from 1.047 to 1.370). In high-income populations, there was a large statistically non-significant increase. IMNA decreased in the low-income population after suspension of the fixed copayment and the introduction of a coinsurance policy that granted this population free access to medications (OR=0.676). Penicillins were least affected while analgesics were affected to the greatest extent. IMNA to medications for chronic conditions increased in low/middle-income pensioners.ConclusionEven nominal charge fixed copayment may generate inequities in access to health services. An anticipation effect and expenses associated with IMNA may have generated short-term costs. A reduction in copayment can protect from non-adherence and have positive, long-term effects. Copayment scenarios could have considerable long-term consequences for health and costs due to increased IMNA in medication for chronic physical conditions.
Collapse
|
47
|
Doshi JA, Li P, Desai S, Marcus SC. Impact of Medicaid prescription copayments on use of antipsychotics and other medications in patients with schizophrenia. J Med Econ 2017; 20:1252-1260. [PMID: 28792299 DOI: 10.1080/13696998.2017.1365720] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
OBJECTIVE To assess the impact of Medicaid prescription copayment policies on anti-psychotic and other medication use among patients with schizophrenia. METHOD The study sample included fee-for-service adult Medicaid patients with schizophrenia. Medicaid claims records from 2003-2005 from 42 states and D.C. were linked with county-level data from the Area Resource File and findings from a state Medicaid policy survey. Patient-level fixed-effects regression models examined the impact of increases in generic copayments and generic/brand copayment differentials on monthly use of anti-psychotic (overall and by generic/brand status) and other non-antipsychotic medications. Medications for hypertension, hyperlipidemia, and diabetes in sub-groups of patients with these comorbidities were also examined. RESULTS Prescription copayment changes had a statistically significant but small impact on anti-psychotic use. For instance, for every $1 increase in the minimum or generic copayment per prescription, there was a reduction of 1.4 anti-psychotic drug fills per 100 patient months (relative reduction = 1.9%). The generic/brand copayment differential increases also had a minimal impact in changing utilization of first-generation (generic) and second-generation (brand) anti-psychotics. Effects of copayment changes on non-anti-psychotic medication use were substantially higher; for each $1 generic copayment increase, there was a reduction of 23 non-anti-psychotic drug fills per 100 patient months (relative reduction = 10.1%). Similarly, for each $1 increase in the generic/brand copayment differential, there was a reduction of 15 non-anti-psychotic drug fills (relative reduction = 5.6%). Reductions in the number of prescriptions filled for antidiabetics, antihypertensives, and lipid-lowering agents were 4-11-fold higher than corresponding reductions for anti-psychotics. LIMITATIONS Because federal law requires pharmacists to fill medications for Medicaid patients regardless of the ability to pay, these results may under-estimate the true impact of copayment increases. CONCLUSIONS Medicaid prescription copayment increases resulted in only a minimal decline in anti-psychotic medication use, but much larger reductions in use of other medications, particularly cardiometabolic medications.
Collapse
Affiliation(s)
- Jalpa A Doshi
- a Department of Medicine , University of Pennsylvania , Philadelphia , PA , USA
- b Leonard Davis Institute of Health Economics, University of Pennsylvania , Philadelphia , PA , USA
| | - Pengxiang Li
- a Department of Medicine , University of Pennsylvania , Philadelphia , PA , USA
- b Leonard Davis Institute of Health Economics, University of Pennsylvania , Philadelphia , PA , USA
| | - Sunita Desai
- c Department of Population Health, Division of Health Care Delivery Science , NYU School of Medicine , New York , USA (Wharton School, University of Pennsylvania, Philadelphia, PA at the time of the study)
| | - Steven C Marcus
- d School of Social Policy and Practice , University of Pennsylvania , Philadelphia , PA , USA
| |
Collapse
|
48
|
Quality of Antiepileptic Treatment Among Older Medicare Beneficiaries With Epilepsy: A Retrospective Claims Data Analysis. Med Care 2017; 55:677-683. [PMID: 28437319 DOI: 10.1097/mlr.0000000000000724] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
BACKGROUND Enzyme-inducing antiepileptic drugs (EI-AEDs) are not recommended for older adults with epilepsy. Quality Indicator for Epilepsy Treatment 9 (QUIET-9) states that new patients should not receive EI-AEDs as first line of treatment. In light of reported racial/ethnic disparities in epilepsy care, we investigated EI-AED use and QUIET-9 concordance across major racial/ethnic groups of Medicare beneficiaries. RESEARCH DESIGN Retrospective analyses of 2008-2010 Medicare claims for a 5% random sample of beneficiaries 67 years old and above in 2009 augmented for minority representation. Logistic regressions examined QUIET-9 concordance differences by race/ethnicity adjusting for individual, socioeconomic, and geography factors. SUBJECTS Epilepsy prevalent (≥1 International Classification of Disease-version 9 code 345.x or ≥2 International Classification of Disease-version 9 code 780.3x, ≥1 AED), and new (same as prevalent+no seizure/epilepsy events nor AEDs in 365 d before index event) cases. MEASURES Use of EI-AEDs and QUIET-9 concordance (no EI-AEDs for the first 2 AEDs). RESULTS Cases were 21% white, 58% African American, 12% Hispanic, 6% Asian, 2% American Indian/Alaskan Native. About 65% of prevalent, 43.6% of new cases, used EI-AEDs. QUIET-9 concordance was found for 71% Asian, 65% white, 61% Hispanic, 57% African American, 55% American Indian/Alaskan new cases: racial/ethnic differences were not significant in adjusted model. Beneficiaries without neurology care, in deductible drug benefit phase, or in high poverty areas were less likely to have QUIET-9 concordant care. CONCLUSIONS EI-AED use is high, and concordance with recommendations low, among all racial/ethnic groups of older adults with epilepsy. Potential socioeconomic disparities and drug coverage plans may affect treatment quality and opportunities to live well with epilepsy.
Collapse
|
49
|
Mena-Vazquez N, Manrique-Arija S, Yunquera-Romero L, Ureña-Garnica I, Rojas-Gimenez M, Domic C, Jimenez-Nuñez FG, Fernandez-Nebro A. Adherence of rheumatoid arthritis patients to biologic disease-modifying antirheumatic drugs: a cross-sectional study. Rheumatol Int 2017. [PMID: 28631046 DOI: 10.1007/s00296-017-3758-6] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
The aims of this study were to evaluate adherence of rheumatoid arthritis (RA) patients to biological disease-modifying antirheumatic drugs (bDMARDs), identify potential risk factors, and analyze the discriminative ability of the Morisky-Green test (MGT) to detect bDMARD nonadherence. One hundred and seventy-eight adult RA patients treated with bDMARDs were included. Adherence was measured using the medication possession ratio (MPR) of the previous 6 months. An MPR >80% was considered good adherence. Patient demographics, clinical characteristics, and MGT scores were assessed through a standardized clinical interview at the cross-sectional date. One-hundred and twelve patients (63%) were taking subcutaneous bDMARDs, while 66 (37%) were taking intravenous drugs. One-hundred fifty-eight (88.8%) showed good adherence to bDMARDs, while 79 (61.2%) also correctly took concomitant conventional synthetic DMARDs (csDMARDs). In logistic regression models, nonadherence to bDMARDs was associated with higher disease activity [odds ratio (OR) 1.45; 95% CI, 1.03-2.03; p = 0.032] and subcutaneous route (OR 3.70; 95% CI 1.02-13.48; p = 0.040). MGT accurately identified an MPR >80% of bDMARDs in 76.9% of the patients. A sensitivity of 78%, specificity of 70%, positive predictive value of 95.3%, negative predictive value of 28.5%, positive likelihood ratio (LR) of 2.6, and negative LR of 0.3% were obtained. Adherence may be good for bDMARDs but is low for csDMARDs. Low adherence for bDMARDs is associated with poorer disease control during the past 6 months and use of subcutaneous route. These findings should alert doctors to consider possible low adherence before declaring treatment failure.
Collapse
Affiliation(s)
- Natalia Mena-Vazquez
- UGC de Reumatología, Instituto de Investigación Biomédica de Málaga (IBIMA), Hospital Regional Universitario de Málaga, Universidad de Málaga, Pabellón C: "Hospital Civil", Plaza del Hospital Civil s/n, 29009, Málaga, Spain
| | - Sara Manrique-Arija
- UGC de Reumatología, Instituto de Investigación Biomédica de Málaga (IBIMA), Hospital Regional Universitario de Málaga, Universidad de Málaga, Pabellón C: "Hospital Civil", Plaza del Hospital Civil s/n, 29009, Málaga, Spain
| | | | - Inmaculada Ureña-Garnica
- UGC de Reumatología, Instituto de Investigación Biomédica de Málaga (IBIMA), Hospital Regional Universitario de Málaga, Universidad de Málaga, Pabellón C: "Hospital Civil", Plaza del Hospital Civil s/n, 29009, Málaga, Spain
| | - Marta Rojas-Gimenez
- UGC de Reumatología, Instituto de Investigación Biomédica de Málaga (IBIMA), Hospital Regional Universitario de Málaga, Universidad de Málaga, Pabellón C: "Hospital Civil", Plaza del Hospital Civil s/n, 29009, Málaga, Spain
| | - Carla Domic
- UGC de Reumatología, Instituto de Investigación Biomédica de Málaga (IBIMA), Hospital Regional Universitario de Málaga, Universidad de Málaga, Pabellón C: "Hospital Civil", Plaza del Hospital Civil s/n, 29009, Málaga, Spain
| | - Francisco Gabriel Jimenez-Nuñez
- UGC de Reumatología, Instituto de Investigación Biomédica de Málaga (IBIMA), Hospital Regional Universitario de Málaga, Universidad de Málaga, Pabellón C: "Hospital Civil", Plaza del Hospital Civil s/n, 29009, Málaga, Spain
| | - Antonio Fernandez-Nebro
- UGC de Reumatología, Instituto de Investigación Biomédica de Málaga (IBIMA), Hospital Regional Universitario de Málaga, Universidad de Málaga, Pabellón C: "Hospital Civil", Plaza del Hospital Civil s/n, 29009, Málaga, Spain.
| |
Collapse
|
50
|
Reducing Out-of-Pocket Costs to Coordinate Prescription Medication Benefit Design with Chronic Disease Outreach and Clinical Care. J Gen Intern Med 2017; 32:495-496. [PMID: 28083803 PMCID: PMC5400764 DOI: 10.1007/s11606-016-3976-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
|