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Taylor JL, Carreño PK, Alsobrooks S, Velosky AG, Herrera GF, Amoako M, O'Connell M, Costantino RC, Highland KB. Opioid Prescriptions for Low Back Pain among Military-Connected Older Adults Across Multiple Care Systems. Drugs Aging 2025; 42:143-153. [PMID: 39812938 PMCID: PMC11799026 DOI: 10.1007/s40266-024-01176-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/17/2024] [Indexed: 01/16/2025]
Abstract
BACKGROUND Untreated low back pain (LBP) in older adults can lead to disability and development of chronicity. Due to the potential development of medical comorbidities and negative risks associated with pharmacological use, chronic LBP management for older adults requires a responsive approach. METHODS The objective of this study is to evaluate the probability of (1) opioid prescription receipt and (2) opioid-sedative coprescription, in a sample of military-service-connected patients enrolled in the Veterans Health Administration (VHA) or TRICARE, ages 30-85 years, receiving care in three systems: VHA, Military Health System (MHS), and nonfederal (civilian) healthcare facilities. Generalized linear models evaluated inequities across intersections of age, race and ethnicity, and care system. RESULTS Age was negatively associated with opioid-sedative coprescription receipt (p < 0.001) but was not significantly associated with opioid prescription receipt (p = 0.09). Across both models, Asian and Pacific Islander, Black, and Latine patients were less likely than white patients to receive either outcome (p < 0.001-0.002). Opioid-sedative coprescription probability decreased across age for Asian and Pacific Islander (p = 0.003) and Latine (p = 0.01) patients in the MHS but increased in white patients. CONCLUSIONS It is imperative that clinicians and healthcare systems provide effective and sustainable treatment for LBP in older adults, including programming, that enhances shared decision-making and whole-health approach championed by the VHA.
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Affiliation(s)
- Janiece L Taylor
- School of Nursing, Johns Hopkins University, 525 N. Wolfe St. #N401, Baltimore, MD, 21205, USA.
| | | | | | - Alexander G Velosky
- Defense and Veterans Center for Integrative Pain Management, Department of Anesthesiology, Uniformed Services University, Bethesda, MD, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Rockville, MD, USA
- Enterprise Intelligence and Data Solutions (EIDS) Program Office, Program Executive Office, Defense Healthcare Management Systems (PEO DHMS), San Antonio, TX, USA
| | - Germaine F Herrera
- Defense and Veterans Center for Integrative Pain Management, Department of Anesthesiology, Uniformed Services University, Bethesda, MD, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Rockville, MD, USA
| | - Maxwell Amoako
- Defense and Veterans Center for Integrative Pain Management, Department of Anesthesiology, Uniformed Services University, Bethesda, MD, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Rockville, MD, USA
- Enterprise Intelligence and Data Solutions (EIDS) Program Office, Program Executive Office, Defense Healthcare Management Systems (PEO DHMS), San Antonio, TX, USA
| | - Megan O'Connell
- Defense and Veterans Center for Integrative Pain Management, Department of Anesthesiology, Uniformed Services University, Bethesda, MD, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Rockville, MD, USA
- Enterprise Intelligence and Data Solutions (EIDS) Program Office, Program Executive Office, Defense Healthcare Management Systems (PEO DHMS), San Antonio, TX, USA
| | - Ryan C Costantino
- Enterprise Intelligence and Data Solutions (EIDS) Program Office, Program Executive Office, Defense Healthcare Management Systems (PEO DHMS), San Antonio, TX, USA
- Department of Military and Emergency Medicine, Uniformed Services University, Bethesda, MD, USA
| | - Krista B Highland
- Department of Military and Emergency Medicine, Uniformed Services University, Bethesda, MD, USA
- Department of Anesthesiology, Uniformed Services University, Bethesda, MD, USA
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Baumann-Larsen M, Storheim K, Stangeland H, Zwart JA, Wentzel-Larsen T, Skurtveit S, Dyb G, Stensland SØ. Childhood trauma and the use of opioids and other prescription analgesics in adolescence and young adulthood: The HUNT Study. Pain 2024; 165:1317-1326. [PMID: 38126936 PMCID: PMC11090031 DOI: 10.1097/j.pain.0000000000003131] [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: 09/19/2023] [Revised: 11/04/2023] [Accepted: 11/07/2023] [Indexed: 12/23/2023]
Abstract
ABSTRACT Opioid and nonopioid analgesics are commonly prescribed to young people to alleviate pain. Even short-term prescriptions increase the risk of persistent use and future misuse of potent analgesics, such as opioids. Childhood trauma exposure has been found to be related to pain conditions and to using more prescription analgesics. This large, prospective cohort study aimed to investigate the association of a broad range of childhood trauma exposures with prescription rates for opioid and nonopioid analgesics in adolescence and young adulthood. Self-reported data on childhood trauma exposures from adolescents (aged 13-19 years) who participated in the Young-HUNT3 Study (2006-2008, n = 8199) were linked to data from the Norwegian Prescription Database (NorPD, 2004-2021). We found that exposure to childhood trauma was consistently associated with higher prescription rates for opioids throughout adolescence and young adulthood. The highest incidence rate ratio (IRR) in adolescence was observed for sexual abuse (IRR 1.63, confidence interval [CI] 1.19-2.23). In young adulthood, the highest IRR was observed for physical violence (2.66, CI 2.27-3.12). The same overall pattern was observed for nonopioid analgesics. The more frequent prescriptions of opioid and nonopioid analgesics to participants exposed to childhood trauma suggests a higher symptom load of pain causing them to seek professional help with pain relief. Receiving potent analgesics is not without risk, and the likelihood of misuse may be elevated among trauma-exposed individuals. A trauma-informed approach to pain could be vital for guiding clinicians to the most effective and least harmful treatment for each patient.
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Affiliation(s)
- Monica Baumann-Larsen
- Division of Clinical Neuroscience, Department of Research and Innovation, Oslo University Hospital, Oslo, Norway
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Kjersti Storheim
- Division of Clinical Neuroscience, Department of Research and Innovation, Oslo University Hospital, Oslo, Norway
- Department of Rehabilitation Science and Health Technology, Faculty of Health Sciences, Oslo Metropolitan University, Oslo, Norway
| | - Helle Stangeland
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Norwegian Centre for Violence and Traumatic Stress Studies, Oslo, Norway
| | - John-Anker Zwart
- Division of Clinical Neuroscience, Department of Research and Innovation, Oslo University Hospital, Oslo, Norway
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Tore Wentzel-Larsen
- Norwegian Centre for Violence and Traumatic Stress Studies, Oslo, Norway
- Centre for Child and Adolescent Mental Health, Eastern and Southern Norway, Oslo, Norway
| | - Svetlana Skurtveit
- Department of Chronic Diseases, Norwegian Institute of Public Health, Oslo, Norway
| | - Grete Dyb
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Norwegian Centre for Violence and Traumatic Stress Studies, Oslo, Norway
| | - Synne Øien Stensland
- Division of Clinical Neuroscience, Department of Research and Innovation, Oslo University Hospital, Oslo, Norway
- Norwegian Centre for Violence and Traumatic Stress Studies, Oslo, Norway
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Calabrese MJ, Shaya FT, Palumbo F, McPherson ML, Villalonga-Olives E, Zafari Z, Mutter R. State-level policies and receipt of CDC-informed opioid thresholds among commercially insured new chronic opioid users. J Opioid Manag 2024; 20:149-168. [PMID: 38700395 DOI: 10.5055/jom.0824] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/05/2024]
Abstract
OBJECTIVES To evaluate the association of state-level policies on receipt of opioid regimens informed by Centers for Disease Control and Prevention (CDC) morphine milligram equivalent (MME)/day recommendations. DESIGN A retrospective cohort study of new chronic opioid users (NCOUs). SETTING Commercially insured plans across the United States using IQVIA PharMetrics® Plus for Academics database with new chronic use between January 2014 and March 2015. PARTICIPANTS NCOUs with ≥60-day coverage of opioids within a 90-day period with ≥30-day opioid-free period prior to the date of the first qualifying opioid prescription. INTERVENTIONS State-level policies including Prescription Drug Monitoring Program (PDMP) robustness and cannabis policies involving the presence of medical dispensaries and state-wide decriminalization. MAIN OUTCOME MEASURES NCOUs were placed in three-tiered risk-based average MME/day thresholds: low (>0 to <50), medium (≥50 to <90), and high (≥90). Multinomial logistic regression was used to estimate the association of state-level policies with the thresholds while adjusting for relevant patient-specific factors. RESULTS NCOUs in states with medium or high PDMP robustness had lower odds of receiving medium (adjusted odds ratio [AOR] 0.74; 95 percent confidence interval [CI]: 0.62-0.69) and high (AOR 0.74; 95 percent CI: 0.59-0.92) thresholds. With respect to cannabis policies, NCOUs in states with medical cannabis dispensaries had lower odds of receiving high (AOR 0.75; 95 percent CI: 0.60-0.93) thresholds, while cannabis decriminalization had higher odds of receiving high (AOR 1.24; 95 percent CI: 1.04-1.49) thresholds. CONCLUSION States with highly robust PDMPs and medical cannabis dispensaries had lower odds of receiving higher opioid thresholds, while cannabis decriminalization correlated with higher odds of receiving high opioid thresholds.
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Affiliation(s)
- Martin J Calabrese
- Department of Practice, Sciences, and Health Outcomes Research, University of Maryland Baltimore School of Pharmacy; Center for Medicare, Centers for Medicare & Medicaid Services, Baltimore, Maryland. ORCID: https://orcid.org/0000-0003-4304-396X
| | - Fadia T Shaya
- Department of Practice, Sciences, and Health Outcomes Research, University of Maryland Baltimore School of Pharmacy, Baltimore, Maryland
| | - Francis Palumbo
- Department of Practice, Sciences, and Health Outcomes Research, University of Maryland Baltimore School of Pharmacy, Baltimore, Maryland
| | - Mary Lynn McPherson
- Department of Practice, Sciences, and Health Outcomes Research, University of Maryland Baltimore School of Pharmacy, Baltimore, Maryland
| | - Ester Villalonga-Olives
- Department of Practice, Sciences, and Health Outcomes Research, University of Maryland Baltimore School of Pharmacy, Baltimore, Maryland
| | - Zafar Zafari
- Department of Practice, Sciences, and Health Outcomes Research, University of Maryland Baltimore School of Pharmacy, Baltimore, Maryland
| | - Ryan Mutter
- Congressional Budget Office, Health Analysis Division, Washington, DC
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Calabrese MJ, Shaya FT, Palumbo F, McPherson ML, Villalonga-Olives E, Zafari Z, Mutter R. Short-term healthcare resource utilization associated with receipt of CDC-informed opioid thresholds among commercially insured new chronic opioid users. J Opioid Manag 2024; 20:31-50. [PMID: 38533714 DOI: 10.5055/jom.0848] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/28/2024]
Abstract
OBJECTIVE To evaluate the impact of recent changes to the Centers for Disease Control and Prevention (CDC) morphine milligram equivalent (MME)/day threshold recommendations on healthcare utilization. DESIGN A retrospective cohort study of new chronic opioid users (NCOUs). SETTING Commercially insured plans across the United States using IQVIA PharMetrics® Plus for Academics database with new use between January 2014 and March 2015. PATIENTS NCOUs with ≥60-day coverage of opioids within a 90-day period with ≥30-day opioid-free period prior to the date of the first qualifying opioid -prescription. INTERVENTIONS NCOU categorized by the CDC three-tiered risk-based average MME/day thresholds: low (>0 to <50), medium (≥50 to <90), and high (≥90). MAIN OUTCOME MEASURES Multivariable logistic regression was used to calculate adjusted odds of incurring an acute care encounter (ACE) (all-cause and opioid-related) between the thresholds (adjusted odds, 95 percent confidence interval). RESULTS In adjusted analyses, when compared to low threshold, there was no difference in the odds of all-cause ACE across the medium (1.01, 0.94-1.28) and high (1.01, 0.84-1.22) thresholds. When compared to low threshold, a statistically insignificant increase was observed when evaluating opioid-related ACE among medium (1.86, 0.86-4.02) and high (1.51, 0.65-3.52) thresholds. CONCLUSIONS There was no difference in odds of an all-cause or opioid-related ACE associated with the thresholds. Early-intervention programs and policies exploring reduction of MME/day among NCOUs may not result in short-term reduction in all-cause or opioid-related ACEs. Further assessment of potential long-term reduction in ACEs among this cohort may be insightful.
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Affiliation(s)
- Martin J Calabrese
- Department of Practice, Sciences, and Health Outcomes Research, University of Maryland Baltimore School of Pharmacy; Center for Medicare, Centers for Medicare & Medicaid Services, Baltimore, Maryland. ORCID: https://orcid.org/0000-0003-4304-396X
| | - Fadia T Shaya
- Department of Practice, Sciences, and Health Outcomes Research, University of Maryland Baltimore School of Pharmacy, Baltimore, Maryland
| | - Francis Palumbo
- Department of Practice, Sciences, and Health Outcomes Research, University of Maryland Baltimore School of Pharmacy, Baltimore, Maryland
| | - Mary Lynn McPherson
- Department of Practice, Sciences, and Health Outcomes Research, University of Maryland Baltimore School of Pharmacy, Baltimore, Maryland
| | - Ester Villalonga-Olives
- Department of Practice, Sciences, and Health Outcomes Research, University of Maryland Baltimore School of Pharmacy, Baltimore, Maryland
| | - Zafar Zafari
- Department of Practice, Sciences, and Health Outcomes Research, University of Maryland Baltimore School of Pharmacy, Baltimore, Maryland
| | - Ryan Mutter
- Congressional Budget Office, Health Analysis Division, Washington, DC
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Risk Factors for Emergency Department Presentations after the Initiation of Opioid Analgesics in Non-Cancer Patients in Korea: A Nationwide Study. Medicina (B Aires) 2023; 59:medicina59030519. [PMID: 36984520 PMCID: PMC10056559 DOI: 10.3390/medicina59030519] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2023] [Revised: 02/23/2023] [Accepted: 03/03/2023] [Indexed: 03/09/2023] Open
Abstract
Background and Objectives: Opioid use in Korea is lower than in other developed countries. However, recent studies have reported an increase in opioid prescriptions and the number of chronic opioid users. The current status of adverse events (AEs) associated with opioid analgesics in Korea is unclear. This nested case–control study aimed to evaluate the influence of opioid analgesic use patterns on all emergency department (ED) visits and opioid-related ED visits after opioid analgesic initiation using the national claims database. Materials and Methods: Adult non-cancer patients who initiated non-injectable opioid analgesics (NIOA) between January 2017 and June 2018 were included. We defined the case group as patients who visited the ED within six months of opioid initiation, and the control group was selected in a 1:1 ratio using an exact matching method. Results: A total of 97,735 patients (13.58%) visited the ED within six months of NIOA initiation. Nearly 32% of cases were linked to opioid-related AEs. The most frequent AEs were falls and fractures (61.27%). After adjusting for covariates, opioid initiation at the ED was associated with all-cause or opioid-related ED visits (adjusted odds ratio (aOR) = 3.19, 95% confidence interval (CI) = 3.09–3.29; aOR = 3.82, 95% CI = 3.62–4.04, respectively). Chronic NIOA use was associated with all-cause and opioid-related ED visits (aOR = 1.32, 95% CI = 1.23–1.40; aOR = 1.56, 95% CI = 1.39–1.76, respectively). Conclusion: This study found that 13% of non-cancer patients visited the ED within six months of NIOA initiation. In addition, the NIOA use pattern was significantly associated with all-cause and opioid-related ED visits.
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Olopoenia A, Camelo-Castillo W, Qato DM, Adekoya A, Palumbo F, Sera L, Simoni-Wastila L. Adverse outcomes associated with concurrent gabapentin, opioid, and benzodiazepine utilization: A nested case-control study. LANCET REGIONAL HEALTH. AMERICAS 2022; 13:100302. [PMID: 36777316 PMCID: PMC9904085 DOI: 10.1016/j.lana.2022.100302] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Background Gabapentin, opioids, and/or benzodiazepines are commonly prescribed for a variety of pain and psychiatric conditions. Despite the high likelihood of co-prescription of these medications, little is known about co-utilization of gabapentin (GABA), opioids (OP), and benzodiazepines (BZD) and associated public health outcomes. Methods Using Medicare CCW Data, 2013-2016, we conducted a nested case-control study to examine the association between concurrent utilization of GABA, OP, and BZD and respiratory depression, opioid, and substance-related overdose among Medicare disabled beneficiaries. Cases and controls were Fee-for-service disabled beneficiaries who had a diagnosis of acute pain (AP), chronic pain (CP) or mental health conditions (MH) and received GABA, OP or BZD. Cases with respiratory depression, opioid or substance-related overdose were matched with up to 4 controls on socio-demographics, year of cohort entry and disease risk score. Primary exposure was concurrent medication utilization defined as an overlap of at least one day in prescriptions for GABA, OP and BZD. Findings Across all cohorts, the majority of cases and controls were under 65, female, dually eligible and had prior histories of pain and mental health conditions. GABA+OP+BZD use was associated with increased odds of respiratory depression [AOR(95%CI)-AP: 1.35 (1.19-1.52), CP:1.24 (1.11-1.38) and MH: 1.16 (1.02-1.32) vs. OP only], opioid-related overdose [AP: 1.43 (1.04-1.98), CP: 1.47 (1.07-2.00) and MH: 1.44 (1.04-2.00) vs. OP only], and substance-related overdose [AP: 1.77 (1.26-2.50), CP: 1.70 (1.24-2.34) and MH: 1.92 (1.31-2.82) vs. GABA only]. While there were cohort differences in the association between GABA+OP and both respiratory depression and opioid-related overdose, GABA+OP and GABA+BZD use were associated with significantly higher odds of substance-related overdose across all clinical cohorts. Interpretation Among Medicare disabled beneficiaries, concurrent utilization of gabapentin, opioids, and benzodiazepines is associated with multiple adverse outcomes. Given this, it is imperative that the benefits and risks of co-prescribing these medications be comprehensively examined. Funding None.
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Affiliation(s)
- Abisola Olopoenia
- Department of Pharmaceutical Health Services Research, University of Maryland Baltimore, Baltimore, MD, USA,Corresponding author at: 2671 Avenir Pl, Vienna, VA, 22180.
| | - Wendy Camelo-Castillo
- Department of Pharmaceutical Health Services Research, University of Maryland Baltimore, Baltimore, MD, USA
| | - Danya M. Qato
- Department of Pharmaceutical Health Services Research, University of Maryland Baltimore, Baltimore, MD, USA,School of Medicine, University of Maryland Baltimore, Baltimore, MD, USA
| | - Adepeju Adekoya
- Johns Hopkins Medicine, Department of Anesthesiology & Critical Care Medicine, Division of Chronic Pain Medicine, Baltimore, MD, USA
| | - Frank Palumbo
- Department of Pharmaceutical Health Services Research, University of Maryland Baltimore, Baltimore, MD, USA
| | - Leah Sera
- Department of Pharmacy Practice and Science, University of Maryland Baltimore, Baltimore, MD, USA
| | - Linda Simoni-Wastila
- Department of Pharmaceutical Health Services Research, University of Maryland Baltimore, Baltimore, MD, USA,Peter Lamy Center on Drug Therapy and Aging, University of Maryland Baltimore, Baltimore, MD, USA
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Olopoenia A, Camelo-Castillo W, Qato DM, Adekoya A, Palumbo F, Sera L, Simoni-Wastila L. Patterns of opioid and benzodiazepine use with gabapentin among disabled Medicare beneficiaries - A retrospective cohort study. Drug Alcohol Depend 2022; 230:109180. [PMID: 34847506 DOI: 10.1016/j.drugalcdep.2021.109180] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/05/2021] [Revised: 10/18/2021] [Accepted: 10/29/2021] [Indexed: 11/03/2022]
Abstract
BACKGROUND Our goal was to describe specific patterns associated with co-prescriptions of gabapentin, opioids, and benzodiazepines among disabled Medicare beneficiaries. METHODS Using 2013-2015 Medicare data, we conducted a retrospective cohort study among fee-for-service disabled beneficiaries continuously enrolled in Medicare Parts A, B, and D. The index date was defined as the earliest fill date for a gabapentin, opioid, or benzodiazepine prescription. Monotherapy, dual therapy, and tri-therapy were defined as utilization of one, two, and three medication classes, respectively. Augmentation was defined as a prescription for a different medication class in addition to prescription for initial medication; switching referred to a change in prescription for a different medication class with no subsequent fills of initial medication. We used descriptive statistics, Kaplan Meier analyses and Cox proportional hazards to examine the association between initial therapy and monotherapy, dual therapy, tri-therapy, switching and augmentation. RESULTS Among 151,552 disabled beneficiaries, gabapentin initiators were more likely to augment therapy (50.1%) when compared to opioid (28.7%) and benzodiazepine (38.7%) users. When compared to opioid initiators, the risk of augmentation (HR[95%CI]: 1.85[1.82-1.89]) and switching (1.62 [1.51-1.73]) was significantly higher among gabapentin initiators. Risk of augmentation was also significantly higher among beneficiaries with co-morbid pain and mental health conditions (p < 0.01). Overall, the majority of beneficiaries augmented and switched within 2-months and 4-months after initiating therapy, respectively. CONCLUSIONS Given safety concerns associated with gabapentin, opioids, and benzodiazepines, it is imperative that the benefits and risks of co-prescribing these medications be examined comprehensively, especially for those in vulnerable sub-groups.
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Affiliation(s)
- Abisola Olopoenia
- University of Maryland, Baltimore, Department of Pharmaceutical Health Services Research, 220N. Arch St., Baltimore, MD 21201, United States.
| | - Wendy Camelo-Castillo
- University of Maryland, Baltimore, Department of Pharmaceutical Health Services Research, 220N. Arch St., Baltimore, MD 21201, United States.
| | - Danya M Qato
- University of Maryland, Baltimore, Department of Pharmaceutical Health Services Research, 220N. Arch St., Baltimore, MD 21201, United States; University of Maryland, Baltimore, School of Medicine, 655W. Baltimore St, Baltimore, MD 21201, United States.
| | - Adepeju Adekoya
- Johns Hopkins Medicine, Department of Anesthesiology & Critical Care Medicine, Division of Chronic Pain Medicine, United States.
| | - Frank Palumbo
- University of Maryland, Baltimore, Department of Pharmaceutical Health Services Research, 220N. Arch St., Baltimore, MD 21201, United States.
| | - Leah Sera
- University of Maryland, Baltimore, Department of Pharmacy Practice and Science, United States.
| | - Linda Simoni-Wastila
- University of Maryland, Baltimore, Department of Pharmaceutical Health Services Research, 220N. Arch St., Baltimore, MD 21201, United States; Peter Lamy Center on Drug Therapy and Aging, University of Maryland Baltimore, Baltimore, United States.
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