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Joyce G, Zhou B, Kaestner R. Why higher copayments for opioids did not reduce use among Medicare beneficiaries. HEALTH ECONOMICS 2024; 33:466-481. [PMID: 37985466 PMCID: PMC10872383 DOI: 10.1002/hec.4779] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Revised: 09/21/2023] [Accepted: 10/30/2023] [Indexed: 11/22/2023]
Abstract
To examine whether higher cost-sharing deterred prescription opioid use. Medicare Part D claims from 2007 to 2016 for a 20% random sample of Medicare enrollees. We obtain estimates of the effect of cost-sharing on prescription opioid use using ordinary least squares and instrumental variables methods. In both, we exploit the variation (change) in cost-sharing within plans over time for a sample of beneficiaries who remain in the same plan. Focusing on changes in cost-sharing within a plan for a constant sample of beneficiaries mitigates potential bias from plan selection and using a constant set of weights derived from use in year (t) eliminates changes in the cost-sharing indexes due to (endogenous) consumer choice in year (t+1). Part D plans adopted benefit changes designed to reduce opioid use, including moving opioids to higher cost-sharing tiers. Increasing plan copayments for hydrocodone or oxycodone was associated with reductions in plan-paid claims and offsetting increases in cash claims. Widespread availability of low-cost generics combined with the anti-clawback provision in Part D mediated the effect of higher cost sharing to curb opioid use. As plans moved generic opioids to higher cost-sharing tiers, beneficiaries simply paid cash prices and aggregate use remained largely unchanged. The anti-clawback provision in Part D, intended to protect beneficiaries from price gouging, limited plans' ability to constrain opioid use through typical demand-side measures such as increased cost-sharing.
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Affiliation(s)
- Geoffrey Joyce
- University of Southern California Schaeffer Center for Health Policy and Economics
- USC School of Pharmacy
| | - Bo Zhou
- University of Southern California Schaeffer Center for Health Policy and Economics
- USC School of Pharmacy
| | - Robert Kaestner
- University of Southern California Schaeffer Center for Health Policy and Economics
- Harris School of Public Policy, University of Chicago and NBER
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Allen LD, Pollini RA, Vaglienti R, Powell D. Opioid Prescribing Patterns After Imposition of Setting-Specific Limits on Prescription Duration. JAMA HEALTH FORUM 2024; 5:e234731. [PMID: 38241057 PMCID: PMC10799257 DOI: 10.1001/jamahealthforum.2023.4731] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Accepted: 11/03/2023] [Indexed: 01/22/2024] Open
Abstract
Importance Despite their widespread adoption across the US, policies imposing one-size-fits-all limits on the duration of prescriptions for opioids have shown modest and mixed implications for prescribing. Objective To assess whether a prescription duration limit policy tailored to different clinical settings was associated with shorter opioid prescription lengths. Design, Setting, and Participants This cross-sectional study examined changes in opioid prescribing patterns for opioid-naive Medicaid enrollees aged 12 to 64 years before and after implementation of a statewide prescription duration limit policy in West Virginia in June 2018. Patients with cancer or Medicare coverage were excluded. The policy assigned a 7-day duration limit to opioid prescriptions for adults treated in outpatient hospital- or office-based practices, a 4-day limit for adults treated in emergency departments, and a 3-day limit for pediatric patients younger than 18 years regardless of clinical setting. Data were examined from January 1, 2017, through September 30, 2019, and data were analyzed from June 12 to October 30, 2023. Main Outcomes and Measures Whether a patient's initial opioid prescription was longer in days than the June 2018 policy limit for a given care setting before and after policy implementation. Interrupted time series models were used to calculate the association between the policy's implementation and outcomes. Results The analytic sample included 44 703 Medicaid enrollees (27 957 patients [62.5%] before policy implementation and 16 746 patients [37.5%] after policy implementation; mean [SD] age, 33.9 [13.4] years; 27 461 females [61.4%]). Among adults treated in outpatient hospital- or office-based settings, the duration limit policy was associated with a decrease of 8.83 (95% CI, -10.43 to -7.23) percentage points (P < .001), or a 56.8% relative reduction, in the proportion of prescriptions exceeding the 7-day limit. In the emergency department setting, the policy was associated with a decrease of 7.03 (95% CI, -10.38 to -3.68) percentage points (P < .001), a 37.5% relative reduction, in the proportion of prescriptions exceeding the 4-day limit. The proportion of pediatric opioid prescriptions longer than the 3-day limit decreased by 12.80 (95% CI, -17.31 to -8.37) percentage points (P < .001), a 26.5% relative reduction, after the policy's implementation. Conclusions and Relevance Results of this cross-sectional study suggest that opioid prescription duration limits tailored to different clinical settings are associated with reduced length of prescriptions for opioid-naive patients. Additional research is needed to evaluate whether these limits are associated with reductions in the incidence of opioid use disorder or with unintended consequences, such as shifts to illicit opioids.
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Affiliation(s)
- Lindsay D. Allen
- Department of Emergency Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Robin A. Pollini
- Department of Epidemiology and Biostatistics, School of Public Health, West Virginia University, Morgantown
| | - Richard Vaglienti
- Center for Integrative Pain Management, West Virginia University, Morgantown
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Khouja T, Shah NH, Suda KJ, Polk DE. Trajectories of opioid prescribing by general dentists, specialists, and oral and maxillofacial surgeons in the United States, 2015-2019. J Am Dent Assoc 2024; 155:7-16.e7. [PMID: 37988047 PMCID: PMC10870999 DOI: 10.1016/j.adaj.2023.10.002] [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: 02/08/2023] [Revised: 09/28/2023] [Accepted: 10/02/2023] [Indexed: 11/22/2023]
Abstract
BACKGROUND Despite decreases in opioid prescribing from 2016 through 2019, some dentists (general, specialists, oral and maxillofacial surgeons) in the United States continue to prescribe opioids at high rates. The authors' objective was to define dentists' trajectories of opioid prescribing. METHODS The authors identified actively prescribing dentists from the IQVIA Longitudinal Prescription data set, from 2015 through 2019. Group-based trajectory modeling identified opioid prescribing trajectories on the basis of dentists' annual prescribing rates for the overall sample (model 1) and for high prescribers (model 2). The authors used χ2 or Mann-Whitney U tests to characterize the model 2 trajectory groups. RESULTS In model 1 (n = 199,145 prescribers), group-based trajectory modeling identified 8 trajectories that were grouped into 5 categories. A total of 14.8% were nonprescribers who composed less than 1% of all prescriptions, low prescribers (3 groups; 46.0%) prescribed at low rates (2015: 5.5%-16.9%; 2019: 1.5%-11.9%), decliners (7.3%) decreased prescribing rapidly (2015: 29.4%; 2019: 5.1%), moderately high prescribers (2 groups; 28.5%) prescribed moderately (2015: 28.7% and 39.2%; 2019: 18.1% and 28.8%), and consistently high prescribers (3.4%) prescribed at high rates (2015: 54.6%; 2019: 44.7%). In model 2, from consistently high prescribers (n = 6,845), 4 trajectories were identified. Of these 4 groups, 1 group (7.5%) declined prescribing rapidly. The groups did not differ meaningfully; however, the rapid decliners included fewer oral and maxillofacial surgeons (13.0% vs 18.4%), saw more Medicaid patients (2.5% vs 1.0%), and had higher opioid prescribing rates in 2015 (95.5% vs 91.6%) (P < .001 for all). CONCLUSIONS The authors identified variations in dentists' opioid prescribing rates. Although 60% of dentists decreased prescribing rates by 30% through 83%, 3.4% of dentists consistently prescribed at high rates. PRACTICAL IMPLICATIONS Some dentists continue to prescribe opioids at high levels, indicating that additional information is needed to better inform policy and clinical decision making.
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Shuey B, Zhang F, Rosen E, Goh B, Trad NK, Wharam JF, Wen H. Massachusetts' opioid limit law associated with a reduction in postoperative opioid duration among orthopedic patients. HEALTH AFFAIRS SCHOLAR 2023; 1:qxad068. [PMID: 38756368 PMCID: PMC10986237 DOI: 10.1093/haschl/qxad068] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/12/2023] [Revised: 10/24/2023] [Accepted: 11/30/2023] [Indexed: 05/18/2024]
Abstract
Postoperative orthopedic patients are a high-risk group for receiving long-duration, large-dosage opioid prescriptions. Rigorous evaluation of state opioid duration limit laws, enacted throughout the country in response to the opioid overdose epidemic, is lacking among this high-risk group. We took advantage of Massachusetts' early implementation of a 2016 7-day-limit law that occurred before other statewide or plan-wide policies took effect and used commercial insurance claims from 2014-2017 to study its association with postoperative opioid prescriptions greater than 7 days' duration among Massachusetts orthopedic patients relative to a New Hampshire control group. Our sample included 14 097 commercially insured, opioid-naive adults aged 18 years and older undergoing elective orthopedic procedures. We found that the Massachusetts 7-day limit was associated with an immediate 4.23 percentage point absolute reduction (95% CI, 8.12 to 0.33 percentage points) and a 33.27% relative reduction (95% CI, 55.36% to 11.19%) in the percentage of initial fills greater than 7 days in the Massachusetts relative to the control group. Seven-day-limit laws may be an important state-level tool to mitigate longer duration prescribing to high-risk postoperative populations.
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Affiliation(s)
- Bryant Shuey
- Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA 02215, United States
- Present address: Center for Research on Health Care, Division of General Internal Medicine, University of Pittsburgh, University of Pittsburgh Medical Center, Pittsburgh, PA 15213, United States
| | - Fang Zhang
- Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA 02215, United States
| | - Edward Rosen
- Harvard Pilgrim Health Care Institute, Boston, MA 02215, United States
| | - Brian Goh
- Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, United States
- Present address: Department of Orthopedic Surgery, Emory University School of Medicine, Atlanta, GA 30329, United States
| | - Nicolas K Trad
- Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, United States
| | - James Franklin Wharam
- Department of Medicine, Duke University, Durham, NC 27710, United States
- Duke-Margolis Center for Health Policy, Duke University, Durham, NC 27708, United States
| | - Hefei Wen
- Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA 02215, United States
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Callison K, Karletsos D, Walker B. Opioid prescribing restrictions and opioid use among the Louisiana Medicaid population. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2022; 107:103770. [PMID: 35780564 DOI: 10.1016/j.drugpo.2022.103770] [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: 02/04/2022] [Revised: 06/02/2022] [Accepted: 06/14/2022] [Indexed: 10/17/2022]
Abstract
BACKGROUND Most states in the U.S. have enacted prescription opioid quantity limits to curb long-term opioid dependency. While several studies of these policies find reductions in subsequent prescriptions, others find mixed results in reducing overall opioid prescriptions and prescription length. Our objective was to examine three opioid restriction policies implemented in Louisiana Medicaid: (1) a 15-day quantity limit for opioid-naïve acute pain patients, (2) a subsequent further reduction to a 7-day quantity limit and a Morphine Milligram Equivalent Dosing (MME) limit of 120mg per day, and (3) a final reduction in daily MMEs to 90mg per day. METHODS Using interrupted time series (ITS) models with Medicaid pharmacy claims data, we estimated changes in trends of opioid prescription fills associated with opioid restriction policies in Louisiana Medicaid. Outcomes of interest included average opioid prescription length, average MMEs per day, and the likelihood that an opioid-naïve beneficiary who received their first opioid prescription filled a second prescription within 30 or 60 days of their initial fill. RESULTS 15-day and 7-day opioid prescription quantity limits were associated with a 0.720 and a 0.401 day reduction in average opioid prescription lengths. 7-day limits were associated with a 2.7 and a 3.0 percentage point reduction in the likelihood of a second opioid prescription fill within 30 or 60 days of the initial fill. The 120mg per day MME limit was associated with a 0.80 MMEs per day reduction in average daily MMEs. Further restricting daily MMEs to 90mg per day had no statistically significant association with average daily MMEs. CONCLUSION These findings suggest that efforts to limit opioid exposure through the implementation of prescription quantity limits and MME restrictions in Louisiana's Medicaid program were successful and are likely to be associated with a reduction in future opioid dependency among the state's Medicaid population.
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Affiliation(s)
- Kevin Callison
- Department of Health Policy and Management, Tulane University School of Public Health and Tropical Medicine, New Orleans, LA, United States.
| | - Dimitris Karletsos
- Department of Health Policy and Management, Tulane University School of Public Health and Tropical Medicine, New Orleans, LA, United States; Parexel International, Newton, MA, United States
| | - Brigham Walker
- Department of Health Policy and Management, Tulane University School of Public Health and Tropical Medicine, New Orleans, LA, United States; ConcertAI, Cambridge, MA, United States
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Acharya PP, Fram BR, Adalbert JR, Oza A, Palvannan P, Nardone E, Caltabiano N, Liao J, Ilyas AM. Impact of an Educational Intervention on the Opioid Knowledge and Prescribing Behaviors of Resident Physicians. Cureus 2022; 14:e23508. [PMID: 35494931 PMCID: PMC9038586 DOI: 10.7759/cureus.23508] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/24/2022] [Indexed: 12/03/2022] Open
Abstract
Objectives: The opioid epidemic is a multifactorial issue, which includes pain mismanagement. Resident physician education is essential in addressing this issue. We aimed to analyze the effects of an educational intervention on the knowledge and potential prescribing habits of emergency medicine (EM), general surgery (GS), and internal medicine residents (IM). Methods: Resident physicians were provided with educational materials and were given pre-tests and post-tests to complete. Descriptive statistics were used to analyze pre-test and post-test responses. Chi-squared analysis was used to identify changes between the pre-tests and post-tests. A p < 0.05 value was considered statistically significant. Results: Following the educational intervention, we observed improvement in correct prescribing habits for acute migraine management among emergency medicine residents (from 14.8% to 38.5%). Among general surgery residents, there was a significant improvement in adherence to narcotic amounts determined by recent studies for sleeve gastrectomy (p= 0.01) and laparoscopic cholecystectomy (p= 0.002). Additionally, we observed a decrease in the number of residents who would use opioids as a first-line treatment for migraines, arthritic joint pain, and nephrolithiasis. Discussion: Resident physicians have an essential role in combating the opioid epidemic. There was a significant improvement in various aspects of opioid-related pain management among emergency medicine, internal medicine, and general surgery residents following the educational interventions. We recommend that medical school and residency programs consider including opioid-related pain management in their curricula.
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Young JC, Dasgupta N, Chidgey BA, Stürmer T, Pate V, Hudgens M, Funk MJ. Impacts of Initial Prescription Length and Prescribing Limits on Risk of Prolonged Postsurgical Opioid Use. Med Care 2022; 60:75-82. [PMID: 34812786 PMCID: PMC8900903 DOI: 10.1097/mlr.0000000000001663] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
BACKGROUND In response to concerns about opioid addiction following surgery, many states have implemented laws capping the days supplied for initial postoperative prescriptions. However, few studies have examined changes in the risk of prolonged opioid use associated with the initial amount prescribed. OBJECTIVE The objective of this study was to estimate the risk of prolonged opioid use associated with the length of initial opioid prescribed and the potential impact of prescribing limits. RESEARCH DESIGN Using Medicare insurance claims (2007-2017), we identified opioid-naive adults undergoing surgery. Using G-computation methods with logistic regression models, we estimated the risk of prolonged opioid use (≥1 opioid prescription dispensed in 3 consecutive 30-d windows following surgery) associated with the varying initial number of days supplied. We then estimate the potential reduction in cases of prolonged opioid use associated with varying prescribing limits. RESULTS We identified 1,060,596 opioid-naive surgical patients. Among the 70.0% who received an opioid for postoperative pain, 1.9% had prolonged opioid use. The risk of prolonged use increased from 0.7% (1 d supply) to 4.4% (15+ d). We estimated that a prescribing limit of 4 days would be associated with a risk reduction of 4.84 (3.59, 6.09)/1000 patients and would be associated with 2255 cases of prolonged use potentially avoided. The commonly used day supply limit of 7 would be associated with a smaller reduction in risk [absolute risk difference=2.04 (-0.17, 4.25)/1000]. CONCLUSIONS The risk of prolonged opioid use following surgery increased monotonically with increasing prescription duration. Common prescribing maximums based on days supplied may impact many patients but are associated with relatively low numbers of reduced cases of prolonged use. Any prescribing limits need to be weighed against the need for adequate pain management.
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Affiliation(s)
- Jessica C. Young
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, 135 Dauer Drive, Chapel Hill, NC, 27599-7400, U.S.A
- Cecil G. Sheps Center for Health Services Research, University of North Carolina at Chapel Hill, 725 Martin Luther King Jr. Blvd, Chapel Hill, NC 27599
| | - Nabarun Dasgupta
- Injury Prevention Research Center, University of North Carolina at Chapel Hill, 725 Martin Luther King Jr. Blvd., Chapel Hill, NC 27599
| | - Brooke A. Chidgey
- Department of Anesthesiology and Pain Management, University of North Carolina School of Medicine, Chapel Hill, NC 27599
| | - Til Stürmer
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, 135 Dauer Drive, Chapel Hill, NC, 27599-7400, U.S.A
| | - Virginia Pate
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, 135 Dauer Drive, Chapel Hill, NC, 27599-7400, U.S.A
| | - Michael Hudgens
- Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, 135 Dauer Drive, Chapel Hill, NC, 27599-7400, U.S.A
| | - Michele Jonsson Funk
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, 135 Dauer Drive, Chapel Hill, NC, 27599-7400, U.S.A
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Ellis MS, Kasper ZA, Scroggins S. Shifting Pathways of Stimulant Use Among Individuals With Opioid Use Disorder: A Retrospective Analysis of the Last Thirty Years. Front Psychiatry 2021; 12:786056. [PMID: 34987431 PMCID: PMC8721201 DOI: 10.3389/fpsyt.2021.786056] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Accepted: 11/30/2021] [Indexed: 11/25/2022] Open
Abstract
Background: Stimulant use among individuals with opioid use disorder has recently increased, driven by changes in drug distribution channels. However, our understanding of polysubstance use is often limited by a need to provide targeted treatment to a primary drug of addiction. Yet there is a crucial need to better understand pathways to addiction, and how the use of multiple substances may differ between populations, as well as time periods. Methods: Using a national opioid surveillance system, we analyzed survey data from new entrants to 124 opioid use disorder treatment centers from 2017 to 2020. Age of first use was collected for prescription opioids, illicit opioids, prescription stimulants, crack/cocaine, and methamphetamines. Year of initial use of an opioid or stimulant was calculated and grouped by 5 year blocs, inclusive of initial use starting from 1991 and ending in 2020 (n = 6,048). Results: Lifetime exposure to stimulants was 82.5% among individuals with opioid use disorder. Mean age of initiation increased for all drugs in 2016-2020, in particular prescription opioids (22.3 to 31.8). Stimulants were initiating drugs for a substantial proportion of individuals with opioid use throughout the analyzed time period. Those initiating opioid/stimulant use from 1991 to 1995 had a mean average of 6.8 years between first and second drug exposure, which steadily decreased to 1.5 years between exposures in 2016-2020. Sankey plots depict significantly more drug transitions in those initiating use from 1991 to 2000 (65.1% had at least two drug transitions) compared to 2010-2020 (16.0%). Opioid-stimulant use increased over time among racial/ethnic minorities, sexual minorities, and those with an educational attainment of high school or less. Conclusion: These data highlight not only the substantial prevalence of stimulant use among individuals who develop opioid use disorder, but also the variability through which pathways of use occur. Prevention and intervention efforts need to take into account increasing ages of initial drug exposures, demographic shifts in stimulant-using populations, and more rapid drug transitions between opioid and stimulants. But at a broader level, prevention, harm reduction ideology, and addiction medicine needs to take into account the ubiquity of polysubstance use among individuals with substance use disorders.
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Affiliation(s)
- Matthew S Ellis
- Department of Psychiatry, Washington University in St. Louis School of Medicine, St. Louis, MO, United States
| | - Zachary A Kasper
- Department of Psychiatry, Washington University in St. Louis School of Medicine, St. Louis, MO, United States
| | - Stephen Scroggins
- College for Public Health and Social Justice, Saint Louis University, St. Louis, MO, United States
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