Abstract:
BACKGROUND:Overuse and misuse of prescription opioids is associated with increased morbidity and mortality and places a significant cost burden on health systems. OBJECTIVE:To estimate annual statewide spending for prescription opioids in Rhode Island. METHODS:A cross-sectional study of opioids dispensed from retail pharmacies using data from the Rhode Island Prescription Drug Monitoring Program (PDMP) was performed. The study sample consisted of 651,227 opioid prescriptions dispensed to 197,062 patients between January 1, 2015, and December 31, 2015. The mean, median, and total cost of opioid use was estimated using prescription dispensings and patients as units of analysis. A generalized linear model with gamma distribution with an identity link function, and separately with a log link function, was used to estimate the absolute and relative differences in per-patient annual adjusted average opioid prescription cost, respectively, by potential predictors. RESULTS:The estimated 2015 annual expenditure for opioid prescriptions in Rhode Island was $44,271,827. The average and median costs of an opioid prescription were $67.98 (SD $210.91) and $21.08 (quartile 1 to quartile 3 = $7.65-$47.51), respectively. Prescriptions for branded opioid products accounted for $17,380,279.05, which was approximately 39.3% of overall spending, although only 6% of all opioids dispensed were for branded drugs. On average, patients aged 45-54 years and 55-64 years had overall adjusted spending for opioids that were 1.53 (95% CI = 1.49-1.57) and 1.75 (95% CI = 1.71-1.80) times higher than patients aged 65 years and older, respectively. Per patient Medicaid and Medicare average annual spending for opioid prescriptions were 1.19 (95% CI = 1.16-1.22) and 2.01 (95% CI = 1.96-2.06) times higher than commercial insurance spending, respectively. Annual opioid prescription spending was 2.01 (95% CI = 1.98-2.04) and 1.50 (95% CI = 1.45-1.55) times higher among patients who also had at least 1 dispensing of a benzodiazepine or sympathomimetic stimulant, respectively. Average total spending for prescription opioids per patient increased with the average daily dosage: from 3-fold for patients using 50-90 morphine milligrams equivalent (MME) daily to 22-fold for those receiving 90 or more MME daily compared with those receiving less than 50 MME daily. CONCLUSIONS:This study provides the first estimate of the statewide direct cost burden of prescription opioid use using PDMP data and standardized pricing benchmarks. Total annual cost increased with age up to 65 years, mean daily dose, and concurrent use of benzodiazepines or stimulants. Commercial insurance bore the majority of the cost of prescription opioid use, but cost per patient was highest among Medicare beneficiaries. In addition to reducing harms associated with opioid overuse and misuse, substantial cost savings could be realized by reducing unnecessary opioid use, especially among middle-aged adults. DISCLOSURES:This study was funded by the Rhode Island Department of Health. Aroke and Kogut report grants from the Rhode Island Department of Health during this study. Kogut is partially supported by Institutional Development Award Number U54GM115677 from the National Institute of General Medical Sciences of the National Institutes of Health, which funds Advance Clinical and Translational Research (Advance-CTR). Koziol reports grants from the Centers for Disease Control and Prevention during this study. The other authors have nothing to disclose. The content of this study is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health. Study concept and design were contributed by Koziol, Ragosta, and Kogut, along with Aroke. Koziol, Ragosta, Aroke, and Kogut collected the data, and data interpretation was performed by Aroke, Buchanan, Wen, and Kogut. The manuscript was primarily written by Aroke, along with Buchanan and Kogut, and revised by Aroke, Buchanan, Wen, and Kogut.
journal_name
J Manag Care Spec Pharmjournal_title
Journal of managed care & specialty pharmacyauthors
Aroke H,Buchanan A,Wen X,Ragosta P,Koziol J,Kogut Sdoi
10.18553/jmcp.2018.24.3.214subject
Has Abstractpub_date
2018-03-01 00:00:00pages
214-224issue
3eissn
2376-0540issn
2376-1032journal_volume
24pub_type
杂志文章abstract:BACKGROUND:The federal 340B Drug Discount Program provides access to significant drug price discounts for health care organizations in the United States that serve a disproportional share of disadvantaged patients. OBJECTIVE:To analyze trends over a 10-year period (2006~2016) in the price of specialty drugs, contrasti...
journal_title:Journal of managed care & specialty pharmacy
pub_type: 杂志文章
doi:10.18553/jmcp.2019.25.2.178
更新日期:2019-02-01 00:00:00
abstract::The ever-vulnerable medication supply chain is being further strained by the COVID-19 pandemic. Pharmacists in all settings, including managed care, will need to prepare for a potential exacerbation of existing and new drug shortages in the midst of unprecedented crisis. We summarize the major issues, discuss potentia...
journal_title:Journal of managed care & specialty pharmacy
pub_type: 杂志文章
doi:10.18553/jmcp.2020.26.8.945
更新日期:2020-08-01 00:00:00
abstract:BACKGROUND:Natalizumab disease-modifying therapy for relapsing-remitting multiple sclerosis (MS) is efficacious in randomized controlled trials. Few studies have estimated the association between real-world natalizumab persistence behavior and relapse-related outcomes. OBJECTIVES:To (a) examine the impact of using nat...
journal_title:Journal of managed care & specialty pharmacy
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doi:10.18553/jmcp.2015.21.3.210
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abstract:BACKGROUND:All Department of Veterans Affairs Medical Centers (VAMCs) operate under a single national drug formulary, yet substantial variation in prescribing and spending exists across facilities. Local management of the national formulary may differ across VAMCs and may be one cause of this variation. OBJECTIVE:To c...
journal_title:Journal of managed care & specialty pharmacy
pub_type: 杂志文章
doi:10.18553/jmcp.2016.14251
更新日期:2016-02-01 00:00:00
abstract::It has been nearly 20 years since the Academy of Managed Care Pharmacy (AMCP) and other stakeholders adopted the Principles for a Sound Formulary System. Since that time, best practices for pharmacy and therapeutics (P&T) committees have matured throughout the health care system. On March 28, 2019, AMCP convened a gro...
journal_title:Journal of managed care & specialty pharmacy
pub_type: 共识发展会议,杂志文章
doi:10.18553/jmcp.2020.26.1.48
更新日期:2020-01-01 00:00:00
abstract::BACKGROUND: Nonadherence and nonpersistence to antidepressants in major depressive disorder (MDD) are common and associated with poor clinical and functional outcomes and increased health care resource utilization (HCRU) and costs. However, contemporary real-world evidence on the economic effect of antidepressant nona...
journal_title:Journal of managed care & specialty pharmacy
pub_type: 杂志文章
doi:10.18553/jmcp.2021.27.2.223
更新日期:2021-02-01 00:00:00
abstract::The inclusion of pharmacists on care teams has been shown to improve clinical and economic health outcomes. However, a significant barrier to the widespread incorporation of pharmacists into care teams is the ability to financially support the salary of the pharmacist. A mechanism to improve the ability of pharmacists...
journal_title:Journal of managed care & specialty pharmacy
pub_type: 杂志文章
doi:10.18553/jmcp.2018.24.12.1273
更新日期:2018-12-01 00:00:00
abstract:UNLABELLED:Medication adherence is a problem that has received widespread attention in the medical literature and health policy circles. With the increased emphasis on recognizing and rewarding quality in the U.S. health care system, medication adherence measures are increasingly being adopted to assess quality of medi...
journal_title:Journal of managed care & specialty pharmacy
pub_type: 杂志文章
doi:10.18553/jmcp.2016.22.5.598
更新日期:2016-05-01 00:00:00
abstract:BACKGROUND:This study is an evaluation of a discharge intervention that occurred in multiple hospitals across Maryland. In this program, patients received medications at their bedside before discharge with the goal of reducing the risk of primary nonadherence to prescribed medications. OBJECTIVE:To test if the interve...
journal_title:Journal of managed care & specialty pharmacy
pub_type: 杂志文章,多中心研究
doi:10.18553/jmcp.2020.26.3.296
更新日期:2020-03-01 00:00:00
abstract::BACKGROUND: The economic burden of food allergy is large; however, costs specific to individuals with peanut allergy experiencing reactions to peanuts remain to be evaluated. As the prevalence of peanut allergy continues to increase in children, a better understanding of the cost of care is warranted. OBJECTIVE: To as...
journal_title:Journal of managed care & specialty pharmacy
pub_type: 杂志文章
doi:10.18553/jmcp.2021.20389
更新日期:2021-01-20 00:00:00
abstract::BACKGROUND: Basal insulin is often recommended as the initial therapy for patients with type 2 diabetes who require insulin treatment. Adequate adherence is critical to diabetes management, yet suboptimal insulin adherence has been reported. Second-generation long-acting (SGLA) insulin has higher dosing flexibility an...
journal_title:Journal of managed care & specialty pharmacy
pub_type: 杂志文章
doi:10.18553/jmcp.2020.26.11.1434
更新日期:2020-11-01 00:00:00
abstract:BACKGROUND:Several authors have hypothesized that adverse drug events (ADEs) upon switching from reference biologics to biosimilar products are related to the nocebo effect. However, a thorough and current review of the existing literature has not been conducted. OBJECTIVE:To evaluate if patient and/or physician knowl...
journal_title:Journal of managed care & specialty pharmacy
pub_type: 杂志文章
doi:10.18553/jmcp.2018.24.10.952
更新日期:2018-10-01 00:00:00
abstract:BACKGROUND:Adherence to antiretrovirals (ARVs) is critical to achieving durable virologic suppression. OBJECTIVE:To investigate risk factors of poor adherence and the effect of suboptimal adherence on health care resource utilization (HCRU) and costs in Medicaid patients. METHODS:A retrospective longitudinal study wa...
journal_title:Journal of managed care & specialty pharmacy
pub_type: 杂志文章
doi:10.18553/jmcp.2018.17507
更新日期:2018-10-01 00:00:00
abstract:BACKGROUND:Oral pharmacological treatment for overactive bladder (OAB) consists of antimuscarinics and the beta-3 adrenergic agonist mirabegron. Antimuscarinic adverse events (AEs) such as dry mouth, constipation, and blurry vision can result in frequent treatment discontinuation rates, leaving part of the OAB populati...
journal_title:Journal of managed care & specialty pharmacy
pub_type: 杂志文章
doi:10.18553/jmcp.2016.22.9.1072
更新日期:2016-09-01 00:00:00
abstract:BACKGROUND:Optimized medication use involves the effective use of medications for better outcomes, improved patient experience, and lower costs. Few studies systematically gather data on the actions accountable care organizations (ACOs) have taken to optimize medication use. OBJECTIVES:To (a) assess how ACOs optimize ...
journal_title:Journal of managed care & specialty pharmacy
pub_type: 杂志文章
doi:10.18553/jmcp.2017.23.10.1054
更新日期:2017-10-01 00:00:00
abstract::In a study published last year in the October 2014 issue of the Journal of Managed Care Specialty Pharmacy, Trivedi et al. compared treatment patterns of dasatinib and nilotinib as second-line tyrosine kinase inhibitors (TKI) therapy in chronic myeloid leukemia (CML) patients during the first year of treatment.1 Trive...
journal_title:Journal of managed care & specialty pharmacy
pub_type: 评论,信件
doi:10.18553/jmcp.2015.21.11.1088
更新日期:2015-11-01 00:00:00
abstract:BACKGROUND:Diabetes mellitus is associated with substantial morbidity and mortality. With the rise in prevalence of diabetes, there has been an increased need for clinical pharmacy services focused on diabetes management in ambulatory clinics. However, more data IS needed to determine the overall impact that clinical p...
journal_title:Journal of managed care & specialty pharmacy
pub_type: 杂志文章
doi:10.18553/jmcp.2014.20.9.914
更新日期:2014-09-01 00:00:00
abstract:BACKGROUND:Opioid pain relievers can be highly effective in providing relief for patients suffering from pain. At the same time, prescription opioid abuse, dependence, overdose, and poisoning (hereinafter "abuse") have become a national public health concern. Opioid abuse is also costly: previous estimates of the annua...
journal_title:Journal of managed care & specialty pharmacy
pub_type: 杂志文章
doi:10.18553/jmcp.2017.16265
更新日期:2017-04-01 00:00:00
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journal_title:Journal of managed care & specialty pharmacy
pub_type: 杂志文章
doi:10.18553/jmcp.2016.22.4.368
更新日期:2016-04-01 00:00:00
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journal_title:Journal of managed care & specialty pharmacy
pub_type: 杂志文章
doi:10.18553/jmcp.2017.23.8.831
更新日期:2017-08-01 00:00:00
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journal_title:Journal of managed care & specialty pharmacy
pub_type: 杂志文章
doi:10.18553/jmcp.2014.20.4.357
更新日期:2014-04-01 00:00:00
abstract:DISCLOSURES:No funding contributed to the writing of this commentary. Brandsema reports consulting for Alexion, Audentes, AveXis, Biogen, Cytokinetics, PTC Therapeutics, Sarepta, and WaVe and has received research funding as a site investigator from Alexion, AveXis, Biogen, CSL Behring, Cytokinetics, Fibrogen, Pfizer, ...
journal_title:Journal of managed care & specialty pharmacy
pub_type: 杂志文章,评审
doi:10.18553/jmcp.2020.26.4.366
更新日期:2020-04-01 00:00:00
abstract:BACKGROUND:Adherence to adjuvant endocrine therapy (AET) for estrogen receptor-positive breast cancer remains suboptimal, which suggests that women are not getting the full benefit of the treatment to reduce breast cancer recurrence and mortality. The majority of studies on adherence to AET focus on identifying factors...
journal_title:Journal of managed care & specialty pharmacy
pub_type: 杂志文章
doi:10.18553/jmcp.2016.22.8.969
更新日期:2016-08-01 00:00:00
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journal_title:Journal of managed care & specialty pharmacy
pub_type: 杂志文章
doi:10.18553/jmcp.2016.22.12.1426
更新日期:2016-12-01 00:00:00
abstract:BACKGROUND:Lipid screening determines eligibility for statins and other cardiovascular risk reduction interventions. OBJECTIVE:To examine trends in lipid screening among adults aged ≥20 years in a large, multiethnic, integrated health care delivery system in southern California. METHODS:Temporal trends in lipid scree...
journal_title:Journal of managed care & specialty pharmacy
pub_type: 杂志文章
doi:10.18553/jmcp.2018.18100
更新日期:2018-11-01 00:00:00
abstract:BACKGROUND:Nearly half of statin users discontinue therapy within the first year of treatment. Nonadherence to statin therapy may lead to an increased risk of atherosclerotic cardiovascular disease and, thus, higher costs due to hospitalizations. Value-based care models, such as accountable care organizations (ACO), ar...
journal_title:Journal of managed care & specialty pharmacy
pub_type: 杂志文章
doi:10.18553/jmcp.2019.25.5.588
更新日期:2019-05-01 00:00:00
abstract:BACKGROUND:Tisagenlecleucel was approved for the treatment of pediatric and young adult patients with relapsed/refractory (r/r) B-cell acute lymphoblastic leukemia (ALL) based on the pivotal ELIANA trial. OBJECTIVE:To comprehensively evaluate the total costs associated with tisagenlecleucel treatment, including costs ...
journal_title:Journal of managed care & specialty pharmacy
pub_type: 杂志文章
doi:10.18553/jmcp.2020.20052
更新日期:2020-08-01 00:00:00
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journal_title:Journal of managed care & specialty pharmacy
pub_type: 杂志文章
doi:10.18553/jmcp.2019.25.3.392
更新日期:2019-03-01 00:00:00
abstract:BACKGROUND:The Biologics Price Competition and Innovation Act, introduced as part of the Affordable Care Act, directed the FDA to create an approval pathway for biologic products shown to be biosimilar or interchangeable with an FDA-approved innovator drug. These biosimilars will not be chemically identical to the refe...
journal_title:Journal of managed care & specialty pharmacy
pub_type: 杂志文章
doi:10.18553/jmcp.2015.21.1.23
更新日期:2015-01-01 00:00:00
abstract:BACKGROUND:Clinical pharmacy services were initiated at 7 of 11 clinics within a primary care network (PCN), which was designated as a patient-centered medical home and was affiliated with a large academic medical center in October 2014. The goal of the service was to target patients with uncontrolled chronic condition...
journal_title:Journal of managed care & specialty pharmacy
pub_type: 杂志文章
doi:10.18553/jmcp.2018.24.5.423
更新日期:2018-05-01 00:00:00