Publications by authors named "Buttorff Christine"

Specialty drugs are high-cost medications often used to treat complex chronic conditions. Even with insurance coverage, patients may face very high out-of-pocket costs, which in turn may restrict access. While the Inflation Reduction Act of 2022 included policies designed to reduce specialty drug costs, relatively few policies have been enacted during the past decade.

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Background: Cannabis may be a substitute for opioids but previous studies have found conflicting results when using data from more recent years. Most studies have examined the relationship using state-level data, missing important sub-state variation in cannabis access.

Objective: To examine cannabis legalization on opioid use at the county level, using Colorado as a case study.

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Objectives: Biologics account for an increasing share of US prescription drug spending. Biosimilars could lower biologic prices through competition, but barriers to increasing both supply and uptake remain. We projected US biosimilar savings from 2021 to 2025 under different scenarios.

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Background: Emergency department (ED) visits involving psychosis and schizophrenia have increased at a rate exceeding population growth in the United States over the past decade. Research shows a strong dose-response relationship between chronic use of high-potency cannabis and odds of developing symptoms of psychosis. The aim of this study was to evaluate the impact of cannabis legalization on psychosis and schizophrenia-related ED visits in Colorado.

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In 2015, the Centers for Medicare and Medicaid Services announced the Medicare Advantage (MA) Value-Based Insurance Design (VBID) model test, which allows MA insurers to use flexible benefit design strategies, such as reduced cost-sharing, to encourage beneficiaries with chronic disease to use high-value care. During the first year of implementation (2017), nine MA insurers offered VBID in 45 health plans to a total of 96 053 eligible beneficiaries. We used MA encounter data to estimate the impact of VBID on health services utilization in 2017 using a difference-in-differences research design.

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Tracking injury rates is important for surveillance purposes but little data exist for injuries outside of emergency department visits. We assess the share and type of injuries reported in urgent care centers (UCCs) compared with other settings. We used FAIR Health claims data from 2016 through the first quarter of 2019 to calculate the percent of claims and most common types of injuries.

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Objective: The objective of this study was to examine the price sensitivity for provider visits among Medicare Advantage beneficiaries.

Data Sources: We used Medicare Advantage encounter data from 2014 to 2017 accessed as part of an evaluation for the Center for Medicare & Medicaid Innovation.

Study Design: We analyzed the effect of cost-sharing on the utilization of 2 outcome categories: number of visits (specialist and primary care) and the probability of any visit (specialist and primary care).

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The primary objective of this study was to evaluate the association between presence of recreational cannabis dispensaries and prevalence of cannabis-involved pregnancy hospitalizations in Colorado. This was a retrospective cohort study of pregnancy-related hospitalizations co-coded with cannabis diagnosis codes in the Colorado Hospital Association from January 1, 2011, through December 31, 2018 (recreational cannabis began January 1, 2014). Our primary outcome was cannabis-involved pregnancy hospitalizations per 10 k live births per county.

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Introduction: Over the past 10 years, opioids and cannabis have garnered significant attention due to misuse and legalization trends. Different datasets and surveillance mechanisms can lead to different conclusions the due to a variety of factors. The primary objective of this study was to compare and describe trends of opioid, cannabis, and synthetic cannabinoid-related healthcare encounters and poison center (PC) cases in Colorado, a state that has legalized cannabis.

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State-level all-payer claims databases (APCDs) are a possible new public health surveillance tool, but their reliability is unclear. We compared Colorado's APCD with other state-level databases for use in monitoring the opioid epidemic (Colorado Hospital Association and Colorado's Prescription Drug Monitoring Program database for 2010-2017), using descriptive analyses comparing quarterly counts/rates of opioid-involved inpatient and emergency department visits and counts/rates of 30-day opioid fills between databases. Utilization is lower in the Colorado APCD than the other databases for all outcomes but trends are parallel and consistent between databases.

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Background: Given the increased attention to the opioid epidemic and the role of inappropriate prescribing, there has been a marked increase in the number of studies using claims data to study opioid use and policies designed to curb misuse. Our objective is to review the medical literature for recent studies that use claims data to construct opioid use measures and to develop a guide for researchers using these measures.

Methods: We searched for articles relating to opioid use measured in health insurance claims data using a defined set of search terms for the years 2014-2020.

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This cross-sectional study evaluates the association of a cap on monthly out-of-pocket spending on high-cost drugs with use of these drugs and out-of-pocket spending in California in 2015 and 2016.

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Importance: Cannabis hyperemesis syndrome is an emerging clinical issue associated with cannabis use. Legalization of cannabis has led to an increase in vomiting-related illnesses in health care settings.

Objective: To examine whether legalization of cannabis in Colorado has been associated with increases in vomiting-related emergency department (ED) visits.

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The article examines whether subjective performance assessments from health system executives match objective performance assessments and qualitatively explores ways to achieve high performance. We interviewed 138 C-suite executives of 24 health systems in California, Minnesota, Washington, and Wisconsin between 2017 and 2019. We used maximum variation sampling to select health systems to achieve diversity in performance on objective measures of clinical performance.

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Article Synopsis
  • The study looks at how different health systems work and what makes them succeed or fail, using interviews with important leaders from various health organizations.
  • Researchers talked to 162 executives from 24 health systems to gather detailed information about their size, organization, and how they cooperate with hospitals and doctors.
  • They found that health systems aren't all the same; they can differ a lot in size and how they are run, and these differences can affect how well they perform.
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Objectives: The use of generics in Medicare Part D generates cost savings for plan sponsors, beneficiaries, and the federal government. However, there is considerable variation in generic use across plans, even within a therapeutic class. Our objective is to understand the extent of variation in generic use in Part D and to understand factors associated with generic use.

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The Centers for Medicare & Medicaid Services (CMS) recently launched its Quality Payment Program (QPP), which considerably changes the way physicians are paid under Medicare. There has been significant concern about the ability of small rural practices to successfully participate in the program. To address these concerns, RAND researchers conducted interviews with physicians in small rural practices on the initial implementation of the QPP in order to understand the flexibility provisions for small rural practices and to inform future federal rulemaking for the QPP.

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Introduction: As hospitals and physician organizations increasingly vertically integrate, there is an important opportunity to use health systems to improve performance. Prior research has largely relied on secondary data sources, but little is known about how health systems are organized "on the ground" and what mechanisms are available to influence physician practice at the front line of care.

Methods: We collected in-depth information on eight health systems through key informant interviews, descriptive surveys, and document review.

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Objectives: Value-based insurance design (VBID) lowers cost sharing for high-value healthcare services that are clinically beneficial to patients with certain conditions. In 2017, the Center for Medicare and Medicaid Innovation began a voluntary VBID model test in Medicare Advantage (MA). This article describes insurers' perspectives on the MA VBID model, explores perceived barriers to joining this model, and describes ways to address participation barriers.

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This study's purpose is to determine if neighborhood disadvantage, air quality, economic distress, and violent crime are associated with mortality among term life insurance policyholders, after adjusting for individual demographics, health, and socioeconomic characteristics. We used a sample of approximately 38,000 term life policyholders, from a large national life insurance company, who purchased a policy from 2002 to 2010. We linked this data to area-level data on neighborhood disadvantage, economic distress, violent crime, and air pollution.

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In an effort to provide care that is more accessible, team-based, coordinated, and patient-focused, primary care practices are increasingly adopting patient-centered medical home (PCMH) models of care. In 2008, the Indian Health Service (IHS) launched its own PCMH initiative, Improving Patient Care (IPC), to improve the quality of care for American Indians and Alaska Natives (AI/ANs) who seek care in its clinics. The IHS provides comprehensive health care services to roughly 2.

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Background: Opioid use is rising in the US and may cause special problems in workers compensation cases, including addiction and preventing a return to work after an injury.

Objective: This study evaluates a physician-level intervention to curb opioid usage. An insurer identified patients with out-of-guideline opioid utilization and called the prescribing physician to discuss the patient's treatment protocol.

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California Assembly Bill 1124 required the state's Division of Workers' Compensation in the Department of Industrial Relations to establish a drug formulary for all injured workers covered by the state's workers' compensation program. Such formularies serve to reinforce safe and effective prescribing patterns for practitioners and payers. In California, the formulary will need to be consistent with the Medical Treatment Utilization Schedule guidelines that define medically appropriate care for California's injured workers, create incentives to encourage prescribing of medically appropriate drugs, and reduce the administrative burdens associated with utilization review and medical necessity disputes.

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