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Cai C, Knudsen S, Weant K. Opioid Prescribing by Emergency Physicians: Trends Study of Medicare Part D Prescriber Data 2013-2019. J Emerg Med 2024; 66:e313-e322. [PMID: 38290881 DOI: 10.1016/j.jemermed.2023.10.018] [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: 07/20/2023] [Accepted: 10/01/2023] [Indexed: 02/01/2024]
Abstract
BACKGROUND Emergency physicians play a critical role in mitigating the opioid epidemic in public health. OBJECTIVES To analyze the prescribing of emergency physicians for opioids among Medicare beneficiaries enrolled in the Part D program from 2013 to 2019. METHODS We conducted a retrospective, cross-sectional, descriptive analysis of Medicare Part D prescriber data, focusing on opioid claims between 2013 and 2019. The primary outcome variables evaluated included proportion of opioid claims, trends of the most prescribed opioids, cost of opioid claims, and days' supply per claim. RESULTS A total of 63,586 emergency physicians were identified over the study period. Opioid prescription by emergency physicians decreased from 14.45% to 11.55%, and the cost spent on opioid drugs declined by 50%. The use of drugs such as hydrocodone-acetaminophen and oxycodone-acetaminophen declined substantially, whereas tramadol and acetaminophen-codeine prescription increased. The opioid prescribing rate and days' supply also decreased. CONCLUSIONS The decline in traditional opioid agents such as hydrocodone-acetaminophen was partly offset by an increase in opioids like tramadol, which carry additional potential adverse events. Opioid prescribing rate, average days' supply, and cost of opioid drugs significantly decreased from 2015 to 2019, after a spike in 2015. All regions observed a decrease in emergency physicians, but opioid prescribing rates varied across regions. These trends highlight successful opioid stewardship practices in some areas and the need for further development in others. This information can aid in designing tailored guidelines and policies for emergency physicians to promote effective opioid stewardship practices.
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Affiliation(s)
- Chao Cai
- Department of Clinical Pharmacy and Outcomes Sciences, College of Pharmacy, University of South Carolina, Columbia, South Carolina
| | - Sophia Knudsen
- Department of Clinical Pharmacy and Outcomes Sciences, College of Pharmacy, University of South Carolina, Columbia, South Carolina
| | - Kyle Weant
- Department of Clinical Pharmacy and Outcomes Sciences, College of Pharmacy, University of South Carolina, Columbia, South Carolina
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Lago-Hernandez C, Nguyen NH, Khera R, Loomba R, Asrani SK, Singh S. Cost-Related Nonadherence to Medications Among US Adults With Chronic Liver Diseases. Mayo Clin Proc 2021; 96:2639-2650. [PMID: 34120754 PMCID: PMC8492496 DOI: 10.1016/j.mayocp.2021.02.026] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/17/2020] [Revised: 02/16/2021] [Accepted: 02/24/2021] [Indexed: 12/20/2022]
Abstract
OBJECTIVE To estimate the prevalence, risk factors, and consequences of cost-related medication nonadherence (CRN) in individuals with chronic liver diseases (CLDs) in the United States. PATIENTS AND METHODS Using the National Health Interview Survey from January 1, 2014, to December 31, 2018, we identified individuals with CLDs. Using complex weighted survey analysis, we obtained national estimates and risk factors for CRN and its association with cost-reducing behaviors and measures of financial toxicity. We evaluated the association of CRN with unplanned health care use, adjusting for age, sex, race/ethnicity, insurance, income, education, and comorbid conditions. RESULTS Of 3237 respondents (representing 4.6 million) US adults with CLDs, 813 (representing 1.2 million adults, or 25%; 95% CI, 23% to 27%) reported CRN, of whom 68% (n=554/813) reported maladaptive cost-reducing behaviors. Younger age, female sex, low income, and multimorbidity were associated with a higher prevalence of CRN. Compared with patients without CRN, patients experiencing CRN had 5.1 times higher odds of financial hardship from medical bills (adjusted odds ratio [aOR], 5.05; 95% CI, 3.73 to 6.83) and 2.9 times higher odds of food insecurity (aOR, 2.85; 95% CI, 2.02 to 4.01). The CRN was also associated with 1.5 times higher odds of emergency department visits (aOR, 1.46; 95% CI, 1.11 to 1.94). CONCLUSION We observed a high prevalence of CRN and associated consequences such as high financial distress, financial hardship from medical bills, food insecurity, engagement in maladaptive cost-reducing strategies, increased health care use, and work absenteeism among patients with CLD. These financial determinants of health have important implications in the context of value-based care.
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Affiliation(s)
- Carlos Lago-Hernandez
- Division of Hospital Medicine, Department of Medicine, University of California San Diego, La Jolla, CA
| | - Nghia H Nguyen
- Division of Gastroenterology and Hepatology, Department of Medicine, University of California San Diego, La Jolla, CA
| | - Rohan Khera
- Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine; Center for Outcomes Research and Evaluation, Yale New Haven Hospital, New Haven, CT
| | - Rohit Loomba
- Division of Gastroenterology and Hepatology, Department of Medicine, University of California San Diego, La Jolla, CA; NAFLD Research Center, Department of Medicine, University of California San Diego, La Jolla, CA
| | | | - Siddharth Singh
- Division of Gastroenterology and Hepatology, Department of Medicine, University of California San Diego, La Jolla, CA; Division of Biomedical Informatics, Department of Medicine, University of California San Diego, La Jolla, CA.
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Naser A, Alwafi D, Alwafi H, Dahmash EZ, El-Dahiyat F, Al-Hallaq GR. Cost considerations of dermatological care in Jordan: a cross-sectional study. Expert Rev Pharmacoecon Outcomes Res 2021; 22:335-340. [PMID: 33565899 DOI: 10.1080/14737167.2021.1889372] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
Background: Physicians play a key role in improving patient adherence, specifically in dermatological care. Expensive medications are associated with poor patient adherence and worsening clinical outcomes. This study aims to explore the cost estimation interest of patients with dermatological conditions, the influence of the cost on their drug use behavior, and cost communication practices by dermatologists.Method: A cross-sectional study was conducted between October 2019 and January 2020 in Jordan. Logistic regression was conducted to explore the predictors of patient behavior.Results:A total of 1,022 patients participated in the study. Around 27.7% of them reported that their dermatologist does not discuss the cost of medications with them. About 71.4% reported that it is important for them to receive cost estimates for out of pocket medication costs. Patients with an income of 300 JD to 700 JD were more likely to be interested in cost estimations. Employed patients and males were less likely to be interested in cost estimations (p < 0.05).Conclusion: There is a considerable proportion of dermatologists who do not adhere to communicate about cost with their patients. Such communication should be considered necessary with all patients to enhance adherence to their prescribed therapy.
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Affiliation(s)
- Abdallah Naser
- Department of Applied Pharmaceutical Sciences and Clinical Pharmacy, Faculty of Pharmacy, Isra University, Amman, Jordan
| | - Danya Alwafi
- Department of Dermatology, King Abdulaziz Medical City, Jeddah, Saudi Arabia
| | - Hassan Alwafi
- Faculty of Medicine, Umm Alqura University, Mecca, Saudi Arabia
| | - Eman Zmaily Dahmash
- Department of Applied Pharmaceutical Sciences and Clinical Pharmacy, Faculty of Pharmacy, Isra University, Amman, Jordan
| | | | - Ghaydaa Ramzi Al-Hallaq
- Department of Applied Pharmaceutical Sciences and Clinical Pharmacy, Faculty of Pharmacy, Isra University, Amman, Jordan
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Khera R, Valero-Elizondo J, Das SR, Virani SS, Kash BA, de Lemos JA, Krumholz HM, Nasir K. Cost-Related Medication Nonadherence in Adults With Atherosclerotic Cardiovascular Disease in the United States, 2013 to 2017. Circulation 2019; 140:2067-2075. [DOI: 10.1161/circulationaha.119.041974] [Citation(s) in RCA: 66] [Impact Index Per Article: 13.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Background:
Medication nonadherence is associated with worse outcomes in patients with atherosclerotic cardiovascular disease (ASCVD), a group who requires long-term therapy for secondary prevention. It is important to understand to what extent drug costs, which are potentially actionable factors, contribute to medication nonadherence.
Methods:
In a nationally representative survey of US adults in the National Health Interview Survey (2013–2017), we identified individuals ≥18 years with a reported history of ASCVD. Participants were considered to have experienced cost-related nonadherence (CRN) if in the preceding 12 months they reported skipping doses to save money, taking less medication to save money, or delaying filling a prescription to save money. We used survey analysis to obtain national estimates.
Results:
Of the 14 279 surveyed individuals with ASCVD, a weighted 12.6% (or 2.2 million [95% CI, 2.1–2.4]) experienced CRN, including 8.6% or 1.5 million missing doses, 8.8% or 1.6 million taking lower than prescribed doses, and 10.5% or 1.9 million intentionally delaying a medication fill to save costs. Age <65 years, female sex, low family income, lack of health insurance, and high comorbidity burden were independently associated with CRN, with >1 in 5 reporting CRN in these subgroups. Survey respondents with CRN compared with those without CRN had 10.8-fold higher odds of requesting low-cost medications and 8.9-fold higher odds of using alternative, nonprescription, therapies.
Conclusions:
One in 8 patients with ASCVD reports nonadherence to medications because of cost. The removal of financial barriers to accessing medications, particularly among vulnerable patient groups, may help improve adherence to essential therapy to reduce ASCVD morbidity and mortality.
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Affiliation(s)
- Rohan Khera
- Division of Cardiology, University of Texas Southwestern Medical Center, Dallas (R.K., S.R.D., J.A.d.L.)
| | - Javier Valero-Elizondo
- Center for Outcomes Research and Evaluation, Yale New Haven Health, CT (J.V.-E., H.M.K.)
| | - Sandeep R. Das
- Division of Cardiology, University of Texas Southwestern Medical Center, Dallas (R.K., S.R.D., J.A.d.L.)
| | - Salim S. Virani
- Division of Cardiology, Department of Medicine, Baylor College of Medicine, Houston, TX (S.S.V.)
| | - Bita A. Kash
- Center for Outcomes Research, Houston Methodist Research Institute, TX (B.A.K.)
- School of Public Health, Texas A&M University, College Station (B.A.K.)
| | - James A. de Lemos
- Division of Cardiology, University of Texas Southwestern Medical Center, Dallas (R.K., S.R.D., J.A.d.L.)
| | - Harlan M. Krumholz
- Center for Outcomes Research and Evaluation, Yale New Haven Health, CT (J.V.-E., H.M.K.)
- Section of Cardiovascular Medicine, Department of Medicine, Yale School of Medicine, New Haven, CT (H.M.K.)
- Department of Health Policy and Management, Yale School of Public Health, New Haven, CT (H.M.K.)
| | - Khurram Nasir
- Division of Cardiovascular Prevention and Wellness Houston Methodist DeBakey Heart & Vascular Center & Center for Outcomes Research Houston Methodist, Houston, TX (K.N.)
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Geenen JW, Jut M, Boersma C, Klungel OH, Hövels AM. Affordability of oncology drugs: accuracy of budget impact estimations. JOURNAL OF MARKET ACCESS & HEALTH POLICY 2019; 8:1697558. [PMID: 31839908 PMCID: PMC6896423 DOI: 10.1080/20016689.2019.1697558] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/31/2019] [Revised: 11/13/2019] [Accepted: 11/19/2019] [Indexed: 06/10/2023]
Abstract
Background: In many countries, Budget Impact (BI) informs reimbursement decisions. Evidence has shown that decision-makers have restricted access based on high BI estimates but studies show that BI estimates are often inaccurate. Objective: To assess the accuracy of BI estimations used for informing access decisions on oncology drugs in the Netherlands. Study Design: Oncology products for which European Medicines Agency Marketing Authorisation was granted between 1-1-2000 and 1-10-2017 were selected. Observed BI data were provided by FarmInform. BI estimates were extracted from the reimbursement dossiers of the Dutch Healthcare Institute. Products without an estimated BI in the reimbursement dossier were excluded. Accuracy is defined as the ratio observed BI/estimated BI. Setting: General community, the Netherlands. Results: Ten products were included in the base case analysis. Mean accuracy was 0.64 and observed BI deviated by more than 40% and 100% from the estimated BI for 4 and 5 products, respectively. For all products together, €141 million BI was estimated and €82 million BI was observed, a €59 million difference. Conclusions: The findings indicate that BI estimates for oncology drugs in the Netherlands are inaccurate. The role and use of BI in reimbursement decisions for these potentially life-saving drugs should therefore be considered carefully, as well as BI estimation methodology.
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Affiliation(s)
- Joost W. Geenen
- Division of Pharmacoepidemiology & Clinical Pharmacology, Utrecht University, Utrecht Institute for Pharmaceutical Sciences (UIPS), Utrecht, The Netherlands
| | - Mark Jut
- Division of Pharmacoepidemiology & Clinical Pharmacology, Utrecht University, Utrecht Institute for Pharmaceutical Sciences (UIPS), Utrecht, The Netherlands
| | - Cornelis Boersma
- Health-Ecore, Zeist, The Netherlands
- Department of Health Sciences, Division of Global Health, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Olaf H. Klungel
- Division of Pharmacoepidemiology & Clinical Pharmacology, Utrecht University, Utrecht Institute for Pharmaceutical Sciences (UIPS), Utrecht, The Netherlands
| | - Anke M. Hövels
- Division of Pharmacoepidemiology & Clinical Pharmacology, Utrecht University, Utrecht Institute for Pharmaceutical Sciences (UIPS), Utrecht, The Netherlands
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DeVane L. A Watershed Outlook for Pharmacotherapy in 2018. Pharmacotherapy 2018; 38:4-5. [DOI: 10.1002/phar.2072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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Schumock GT, Li EC, Wiest MD, Suda KJ, Stubbings J, Matusiak LM, Hunkler RJ, Vermeulen LC. National trends in prescription drug expenditures and projections for 2017. Am J Health Syst Pharm 2017; 74:1158-1173. [PMID: 28533252 DOI: 10.2146/ajhp170164] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
PURPOSE Historical trends and factors likely to influence future pharmaceutical expenditures are discussed, and projections are made for drug spending in 2017 in nonfederal hospitals, clinics, and overall (all sectors). METHODS Drug expenditure data through calendar year 2016 were obtained from the QuintilesIMS National Sales Perspectives database and analyzed. Other factors that may influence drug spending in hospitals and clinics in 2017, including new drug approvals and patent expirations, were also reviewed. Expenditure projections for 2017 for nonfederal hospitals, clinics, and overall (all sectors) were made based on a combination of quantitative analyses and expert opinion. RESULTS Total U.S. prescription sales in the 2016 calendar year were $448.2 billion, a 5.8% increase compared with 2015. More than half of the increase resulted from price hikes of existing drugs. Adalimumab was the top drug overall in 2016 expenditures ($13.6 billion); in clinics and nonfederal hospitals, infliximab was the top drug. Prescription expenditures in clinics and nonfederal hospitals totaled $63.7 billion (an 11.9% increase from 2015) and $34.5 billion (a 3.3% increase from 2015), respectively. In nonfederal hospitals and clinics, growth in spending was driven primarily by price increases of existing drugs and increased volume, respectively. CONCLUSION We project a 6.0-8.0% increase in total drug expenditures across all settings, an 11.0-13.0% increase in clinics, and a 3.0-5.0% increase in hospital drug spending in 2017. Health-system pharmacy leaders should carefully examine their own local drug utilization patterns to determine their own organization's anticipated spending in 2017.
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Affiliation(s)
- Glen T Schumock
- Department of Pharmacy Systems, Outcomes and Policy, College of Pharmacy, University of Illinois at Chicago, Chicago, IL
| | - Edward C Li
- Department of Pharmacy Practice, College of Pharmacy, University of New England, Portland, ME
| | - Michelle D Wiest
- UC Health, Cincinnati, OH, and James L. Winkle College of Pharmacy, University of Cincinnati, Cincinnati, OH
| | - Katie J Suda
- Department of Veterans Affairs, Center of Innovation for Complex Chronic Healthcare, Edward Hines Jr. VA Hospital, Hines, IL, and Department of Pharmacy Systems, Outcomes and Policy, College of Pharmacy, University of Illinois at Chicago, Chicago, IL
| | - JoAnn Stubbings
- Department of Pharmacy Systems, Outcomes and Policy, College of Pharmacy, University of Illinois at Chicago, Chicago, IL
| | | | | | - Lee C Vermeulen
- University of Kentucky College of Medicine, Center for Health Services Research, Lexington, KY
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