Abstract:
BACKGROUND:Previous research finds significant variation in spending and utilization across regions, with little evidence of differences in outcomes. While such findings have been interpreted as evidence that spending can be reduced without compromising patient outcomes, the link between spending variation and outcomes remains a critical question. OBJECTIVE:To use evidence from geographic variations in spending and an individual-level survival analysis to test whether spending within oncology care episodes is associated with survival, where episodes are defined as in the Center for Medicare and Medicaid Innovation's Oncology Care Model (OCM). METHODS:In this retrospective cohort analysis, patient data from the Surveillance, Epidemiology and End Results Medicare (SEER-Medicare) database for 2007-2013 were linked to hospital referral regions (HRRs) using ZIP codes. Patients in the SEER program are a part of selected population-based cancer registries throughout the United States whose records are linked to Medicare enrollment and claims data (93% of elderly registry patients were successfully linked to Medicare data). Episodes of cancer care were defined as in the OCM: 6 months following a triggering chemotherapy claim. We analyzed episodes of care for 5 tumor types: advanced breast cancer (BC), non-small cell lung cancer (NSCLC), renal cell carcinoma (RCC), multiple myeloma (MM), and chronic myeloid leukemia (CML). We removed the effects of differentials in Medicare payment rates, which were mostly geographic. Regression analysis was then used to calculate standardized spending levels for each HRR, that is, spending adjusted for differences in patient and episode characteristics. To examine the effect of spending during OCM-defined episodes on individual-level survival, we used Cox regression with patient characteristics and standardized HRR spending per episode as covariates. To address concerns that may arise from multiple comparisons across the 5 tumor types, we used the Benjamini-Hochberg procedure to control the false discovery rate. RESULTS:Our analysis showed significant differences in standardized spending across HRRs. Compared with spending at the 20th percentile episode, spending at the 80th percentile ranged from 25% higher ($57,392 vs. $45,995 for MM) to 47% higher ($36,920 vs. $24,127 for RCC), indicating practice style variation across regions. The hazard of dying for patients with NSCLC and MM statistically significantly decreased by 7% (HR = 0.93, P = 0.006) and 13% (HR = 0.87, P = 0.019), respectively, for a $10,000 increase in standardized spending (in 2013 U.S. dollars). For the 3 other cancers, spending effects were not statistically significant. After using the Benjamini-Hochberg procedure with a 5% false discovery rate, the effects of increased spending on improved survival for NSCLC and MM remained statistically significant. CONCLUSIONS:The association we found between spending and survival suggests caution may be warranted for physicians, pharmacists, other health care professionals, and policymakers involved in efforts to reduce across-the-board spending within OCM-defined episodes for at least 2 of the 5 cancers studied. DISCLOSURES:Funding for this research was provided by Novartis Pharmaceuticals to Precision Health Economics in support of research design, analysis, and technical writing services. The funder provided input on study design and comments on the draft report. Baumgardner, Shahabi, and Linthicum are employees of Precision Health Economics (PHE), a health care consultancy to the insurance and life science industries, including firms that market oncology therapies. Vine was an employee of PHE at the time of this research. Zacker is an employee of and shareholder in Novartis Pharmaceuticals. Lakdawalla is a consultant to PHE and holds equity in its parent company, Precision Medicine Group.
journal_name
J Manag Care Spec Pharmjournal_title
Journal of managed care & specialty pharmacyauthors
Baumgardner J,Shahabi A,Linthicum M,Vine S,Zacker C,Lakdawalla Ddoi
10.18553/jmcp.2018.24.6.504subject
Has Abstractpub_date
2018-06-01 00:00:00pages
504-513issue
6eissn
2376-0540issn
2376-1032journal_volume
24pub_type
杂志文章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
abstract:BACKGROUND:Discarding unused drugs after dose changes or discontinuation can significantly affect pharmacy budgets. This is especially concerning for expensive oncology agents. However, few economic studies account for drug wastage, providing an inaccurate estimate of a drug's actual economic cost, cost-effectiveness, ...
journal_title:Journal of managed care & specialty pharmacy
pub_type: 杂志文章
doi:10.18553/jmcp.2019.25.8.859
更新日期:2019-08-01 00:00:00
abstract:BACKGROUND:Prescription medication adherence is a known health-related barrier for elderly patients, leading to insufficient disease control and negative health outcomes. The Centers for Medicare & Medicaid Services (CMS) have placed significant emphasis on medication adherence, through the Part D star measures, revolv...
journal_title:Journal of managed care & specialty pharmacy
pub_type: 杂志文章
doi:10.18553/jmcp.2016.22.3.305
更新日期:2016-03-01 00:00:00
abstract:DISCLOSURES:No additional funding was received for the writing of this letter. The published study referred to in this letter was funded by Janssen Scientific Affairs, which employs Maiese and funded Cornerstone Research Group, a health economic consulting group, to conduct the study. Grima is a founding partner of Cor...
journal_title:Journal of managed care & specialty pharmacy
pub_type: 杂志文章
doi:10.18553/jmcp.2019.25.9.1028
更新日期:2019-09-01 00:00:00
abstract:BACKGROUND:Persistence with multiple daily insulin injections (MDI) may be challenging for patients with type 2 diabetes (T2DM). However, limited information is available regarding the effect of persistence with MDI on outcomes. OBJECTIVE:To evaluate persistence with basal and bolus insulin therapy and assess its rela...
journal_title:Journal of managed care & specialty pharmacy
pub_type: 杂志文章
doi:10.18553/jmcp.2019.19097
更新日期:2019-12-01 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:BACKGROUND:Immunoglobulin (Ig) is a costly blood product prescribed as immune replacement or modulation therapy to treat a wide spectrum of medical conditions. While the FDA has approved Ig for a limited number of indications, there are multiple off-label uses that have demonstrated proven clinical benefit or are curre...
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:BACKGROUND:Medication therapy management (MTM) programs were first introduced as a result of the 2003 Medicare Prescription Drug Improvement and Modernization Act. Since then, the Centers for Medicare & Medicaid Services (CMS) have established minimum requirements for health plans to follow in establishing patient elig...
journal_title:Journal of managed care & specialty pharmacy
pub_type: 杂志文章
doi:10.18553/jmcp.2016.22.7.796
更新日期:2016-07-01 00:00:00
abstract:DISCLOSURES:No funding supported the writing of this article. The author has nothing to disclose. ...
journal_title:Journal of managed care & specialty pharmacy
pub_type: 杂志文章
doi:10.18553/jmcp.2020.26.5.592
更新日期:2020-05-01 00:00:00
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: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: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
abstract:DISCLOSURES:No funding supported the writing of this letter. Preblick, Ali, and DasMahapatra are employees and shareholders of Sanofi Genzyme. Gray is a postdoctoral fellow at Sanofi Genzyme and Rutgers University. ...
journal_title:Journal of managed care & specialty pharmacy
pub_type: 信件
doi:10.18553/jmcp.2020.26.9.1177
更新日期:2020-09-01 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
abstract:BACKGROUND:Clinical trials have shown that direct oral anticoagulants (DOACs)-including dabigatran, rivaroxaban, apixaban, and edoxaban-are at least as effective and safe as warfarin for the risk of stroke/systemic embolism (SE) and major bleeding (MB) in patients with atrial fibrillation (AF). However, few studies hav...
journal_title:Journal of managed care & specialty pharmacy
pub_type: 杂志文章
doi:10.18553/jmcp.2018.24.9.911
更新日期:2018-09-01 00:00:00
abstract:DISCLOSURES:No funding was received for the writing of this commentary. The author has nothing to disclose. ...
journal_title:Journal of managed care & specialty pharmacy
pub_type: 杂志文章
doi:10.18553/jmcp.2020.26.6.705
更新日期:2020-06-01 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:While there is growing demand for information about comparative effectiveness (CE), there is substantial debate about whether and when observational studies have sufficient quality to support decision making. OBJECTIVE:To develop and test an item checklist that can be used to qualify those observational CE ...
journal_title:Journal of managed care & specialty pharmacy
pub_type: 杂志文章
doi:10.18553/jmcp.2014.20.3.301
更新日期:2014-03-01 00:00:00
abstract:BACKGROUND:The implementation of Medicare Part D provided insurance coverage for outpatient medications, but when persons reach the "gap," they have very limited or no medication insurance coverage until they reach a second threshold for catastrophic coverage. In addition, some patients have a low-income subsidy (LIS),...
journal_title:Journal of managed care & specialty pharmacy
pub_type: 杂志文章
doi:10.18553/jmcp.2014.20.8.862
更新日期:2014-08-01 00:00:00
abstract:BACKGROUND:Employers have increased efforts to engage employees in health and wellness programs. Providing employees with incentives to participate in these programs has been shown to improve overall enrollment and engagement. One program that has had challenges with enrollment and engagement is medication therapy mana...
journal_title:Journal of managed care & specialty pharmacy
pub_type: 杂志文章
doi:10.18553/jmcp.2017.23.11.1140
更新日期:2017-11-01 00:00:00
abstract:BACKGROUND:Research describing patient experience and outcomes with extended half-life recombinant factor VIII (EHL rFVIII) outside of clinical trials is limited. Real-world rFVIII consumption studies, when people with hemophilia A (PWHA) switch from standard half-life (SHL) to EHL rFVIII, may help payers and clinician...
journal_title:Journal of managed care & specialty pharmacy
pub_type: 杂志文章
doi:10.18553/jmcp.2020.26.4.492
更新日期:2020-04-01 00:00:00
abstract::Section 3002 of the 21st Century Cures Act, which was signed into law in December 2016, requires the FDA to develop one or more sets of new guidances regarding the collection of patient experience data. To explore how patient-reported outcomes (PROs) can support value-based care and discuss challenges to using PROs mo...
journal_title:Journal of managed care & specialty pharmacy
pub_type: 杂志文章
doi:10.18553/jmcp.2019.19034
更新日期:2019-03-21 00:00:00
abstract:BACKGROUND:Despite multiple treatment options, the prognosis of pulmonary arterial hypertension (PAH) remains poor. PAH patients experience a high economic burden due to comorbidities, hospitalizations, and medication costs. Although combination therapy has been shown to reduce hospitalizations, the relationship betwee...
journal_title:Journal of managed care & specialty pharmacy
pub_type: 杂志文章
doi:10.18553/jmcp.2018.17391
更新日期:2018-08-01 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:BACKGROUND:National guidelines and initiatives have promoted the use of angiotensin-converting enzyme inhibitors (ACEIs) and angiotensin receptor blockers (ARBs) for patients with diabetes. The University of Arizona Medication Management Center (UA-MMC) is contracted by Medicare health plans, pharmacy benefit managers ...
journal_title:Journal of managed care & specialty pharmacy
pub_type: 杂志文章
doi:10.18553/jmcp.2016.22.1.40
更新日期:2016-01-01 00:00:00
abstract::The AMCP Abstracts program provides a forum through which authors can share their insights and outcomes of advanced managed care practice through publication in AMCP's Journal of Managed Care & Specialty Pharmacy (JMCP). Most of the reviewed and unreviewed abstracts are presented as posters so that interested AMCP mee...
journal_title:Journal of managed care & specialty pharmacy
pub_type: 杂志文章
doi:10.18553/jmcp.2016.22.4.S1
更新日期:2016-04-01 00:00:00
abstract:BACKGROUND:The impact of formulary management strategies on utilization and expenditures in overactive bladder (OAB) treatment has not been extensively investigated. In 2013, step therapy (ST) policies for 2 branded OAB treatments, mirabegron and fesoterodine, were removed from Humana Medicare Advantage Prescription Dr...
journal_title:Journal of managed care & specialty pharmacy
pub_type: 杂志文章
doi:10.18553/jmcp.2017.23.1.27
更新日期:2017-01-01 00:00:00
abstract:BACKGROUND:Accurate estimates of the effects of cost sharing on adherence to medications prescribed for use together, also called concurrent adherence, are important for researchers, payers, and policymakers who want to reduce barriers to adherence for chronic condition patients prescribed multiple medications concurre...
journal_title:Journal of managed care & specialty pharmacy
pub_type: 杂志文章
doi:10.18553/jmcp.2015.21.8.678
更新日期:2015-08-01 00:00:00
abstract::While some incremental and fragmented progress has been made in recent years, assessing the quality of care provided by pharmacists and pharmacy organizations remains an elusive goal. Revisiting the simple, elegant model of quality assessment originally proposed by physician and scholar Avedis Donabedian can assist ph...
journal_title:Journal of managed care & specialty pharmacy
pub_type: 杂志文章
doi:10.18553/jmcp.2018.24.4.354
更新日期:2018-04-01 00:00:00