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Shoff C, Sheen A, Qu L, Chalmers NI. Rural-urban differences in dental opioid prescribing among adolescent/young adult and adult Medicaid beneficiaries. Front Public Health 2024; 12:1465206. [PMID: 39484343 PMCID: PMC11524882 DOI: 10.3389/fpubh.2024.1465206] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2024] [Accepted: 10/02/2024] [Indexed: 11/03/2024] Open
Abstract
Introduction There are ongoing concerns about opioid prescribing for surgical and non-surgical dental needs among adolescent/young adult and adult patients. Although there are known differences in the overall opioid prescription rates in rural areas compared to urban areas, the contribution of dental opioid prescriptions is still unclear. This study aims to examine the factors associated with receiving an opioid prescription following a dental visit. Materials and methods This cross-sectional study utilized the 2021 Centers for Medicare & Medicaid Services unredacted Transformed Medicaid Statistical Information System Analytic Files to examine Medicaid and CHIP adolescent/young adult beneficiaries aged 12-20 and adults aged 21-64 who are non-dually eligible for Medicare and had a dental visit in 2021. Multilevel logistic regression models were used to predict the odds of receiving a dental opioid prescription. Results The results of the adolescent/young adult models show that for every percentage point increase in the percentage of non-Hispanic Black residents in a county, the odds of receiving a dental opioid prescription increase by 0.8% in rural areas. However, with every percentage point increase in the Hispanic population, the odds of receiving a dental opioid prescription decrease by 0.3% in rural areas and 0.7% in urban areas. The adult models show that compared to non-Hispanic white beneficiaries, non-Hispanic Black beneficiaries are 8% more likely to receive a dental opioid prescription if they live in rural areas and 18% more likely if they live in urban areas, while all other racial and ethnic groups are significantly less likely to receive a dental opioid prescription. With every unit increase in the concentrated disadvantage index, the odds of receiving a dental opioid prescription increase by 17% among rural adults and 24% among urban adults. Discussion Our findings on rural-urban disparities in opioid prescriptions suggest that prescription patterns in dental settings are significant and inequitable across various beneficiary- and county-level factors and areas of residence. These variations in prescription patterns highlight the known disparities in access to preventive dental care and the need for targeted interventions to address the healthcare needs of rural residents.
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Affiliation(s)
- Carla Shoff
- Office of the Administrator, Centers for Medicare & Medicaid Services, Baltimore, MD, United States
| | - Alex Sheen
- Department of Pediatric Dentistry, New York University College of Dentistry, New York, NY, United States
| | - Luping Qu
- Office of the Administrator, Centers for Medicare & Medicaid Services, Baltimore, MD, United States
| | - Natalia I. Chalmers
- Office of the Administrator, Centers for Medicare & Medicaid Services, Baltimore, MD, United States
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Nigam SR, Westgate PM, Slavova S, Vickers-Smith R, Thompson KL. Community-level Factors and their Associations with Changing Opioid Overdose Fatality Rates in Kentucky, 2019-2021. JOURNAL OF APPALACHIAN HEALTH 2024; 6:91-116. [PMID: 39640240 PMCID: PMC11617026 DOI: 10.13023/jah.0601.07] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/07/2024]
Abstract
Introduction Kentucky has one of the highest opioid overdose fatality rates in the United States, which has increased significantly from 2019 to 2020. The COVID-19 pandemic has caused lasting effects on mental health and health care, which have been linked with increased opioid overdose. These effects are exacerbated in Appalachian regions, where there is a lack of sufficient access to community pharmacies and adequate health care. Purpose In this study, we characterize changes in opioid overdose fatality rates in Kentucky from 2019 to 2021, with a specific focus on changes in Appalachian vs non-Appalachian counties. We aim to identify associations between community-level factors and opioid overdose fatality rates and how such associations may have changed from 2019 to 2021. Methods County-level data were used to fit a marginal GEE-type negative binomial model to determine factors associated with opioid overdose fatality rates in 2019 (before the COVID-19 pandemic) and 2021 (during the COVID-19 pandemic). Results Opioid overdose fatality rates increased from 2019 to 2021 (Rate Ratio: 1.82). This increase was much larger in adjacent-to-metropolitan (RR: 2.54) and Appalachian (RR: 2.38) counties. Age was associated with opioid overdose fatality rates in both 2019 and 2021, and the observed association for age was stronger in 2021. Appalachian status was associated with opioid overdose fatality rates in 2021. Metropolitan county status was associated with opioid overdose fatality rates in 2019, whereas adjacent-to-metropolitan county status was associated with opioid overdose fatality rates in 2021. Implications Adjacent-to-metropolitan status's association with overdose fatalities in 2021 may indicate a differential effect of COVID-19 on suburban communities. Future studies should investigate additional factors related to COVID-19 as well the lasting effects of the pandemic on the landscape of opioid overdose in Kentucky.
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Gillies MB, Chidwick K, Bharat C, Camacho X, Currow D, Gisev N, Degenhardt L, Pearson SA. Long-term prescribed opioid use after hospitalization or emergency department presentation among opioid naïve adults (2014-2020)-A population-based descriptive cohort study. Br J Clin Pharmacol 2024; 90:2111-2123. [PMID: 38803009 DOI: 10.1111/bcp.16093] [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: 01/19/2024] [Revised: 03/26/2024] [Accepted: 04/10/2024] [Indexed: 05/29/2024] Open
Abstract
AIMS The aim of this work is to describe opioid initiation and long-term use after emergency department (ED) visits or hospitalizations in New South Wales, Australia, by patient, admission and clinical characteristics. METHODS This is a population-based cohort study, including all hospitalizations and ED visits between 2014 and 2020, linked to medicine dispensings, deaths and cancer registrations (Medicines Intelligence Data Platform), among adults with no opioid dispensings in the previous year. Outcome measures were opioid initiations (dispensed within 7 days of discharge) and long-term use (90 days of continuous exposure, 90-270 days after initiation). RESULTS The cohort included 16 153 096 admissions by 4.2 million opioid-naïve adults; 39.0% were ED presentations without hospital admission, 16.8% hospital admissions via ED and 44.2% direct hospital admissions. Opioids were initiated post-discharge for 6.2% of ED, 8.3% of hospital via ED and 10.0% of direct hospital admissions; of these 1.0%, 2.5% and 0.5% progressed to long-term opioid use, respectively. Initiation was lowest in obstetric admissions without surgery (1.0%), and highest among trauma admissions (25.4%), obstetric admissions with surgical intervention (19.8%) and non-trauma surgical admissions (12.0%). Long-term use was highest among medical admissions via ED (3.5%), trauma admissions (2.3%) and ED alone (1.0%). From 2014 to 2020, overall opioid initiations decreased 16% from 8.7% to 7.2%, and long-term opioid use decreased 33% from 1.3% to 0.8%. CONCLUSIONS Both opioid initiation and long-term use decreased over time; however, the higher rates of long-term use following trauma, and medical admissions via ED, warrant further surveillance. Strategies supporting appropriate prescribing and access to multidisciplinary pain services will facilitate best practice care.
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Affiliation(s)
- Malcolm B Gillies
- Medicines Intelligence Research Program, School of Population Health, Faculty of Medicine, UNSW Sydney, Sydney, Australia
| | - Kendal Chidwick
- National Drug and Alcohol Research Centre, Faculty of Medicine, UNSW Sydney, Sydney, Australia
| | - Chrianna Bharat
- National Drug and Alcohol Research Centre, Faculty of Medicine, UNSW Sydney, Sydney, Australia
| | - Ximena Camacho
- Medicines Intelligence Research Program, School of Population Health, Faculty of Medicine, UNSW Sydney, Sydney, Australia
| | - David Currow
- Faculty of Science, Medicine and Health, University of Wollongong, Wollongong, Australia
| | - Natasa Gisev
- National Drug and Alcohol Research Centre, Faculty of Medicine, UNSW Sydney, Sydney, Australia
| | - Louisa Degenhardt
- National Drug and Alcohol Research Centre, Faculty of Medicine, UNSW Sydney, Sydney, Australia
| | - Sallie-Anne Pearson
- Medicines Intelligence Research Program, School of Population Health, Faculty of Medicine, UNSW Sydney, Sydney, Australia
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Gillies MB, Camacho X, Bharat C, Buizen L, Blyth F, Currow D, Wilson A, Degenhardt L, Gisev N, Pearson SA. Oxycodone initiation in Australia (2014-2018): Sociodemographic factors and preceding health service use. Br J Clin Pharmacol 2024; 90:1656-1666. [PMID: 38571341 DOI: 10.1111/bcp.16063] [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: 01/16/2023] [Revised: 12/15/2023] [Accepted: 02/28/2024] [Indexed: 04/05/2024] Open
Abstract
AIMS Oxycodone is the most commonly prescribed strong opioid in Australia. This study describes health service antecedents and sociodemographic factors associated with oxycodone initiation. METHODS Population-based new user cohort study linking medicine dispensings, hospitalizations, emergency department visits, medical services and cancer notifications from New South Wales (NSW) for 2014-2018. New users had no dispensings of any opioid in the preceding year. We analysed health service use in the 5 days preceding initiation and proportion of people on treatment over 1 year and fitted an area-based, multivariable initiation model with sociodemographic covariates. RESULTS Oxycodone accounted for 30% of opioid initiations. Annually, 3% of the NSW population initiated oxycodone, and 5-6% were prevalent users; the new user cohort comprised 830 963 people. Discharge from hospital (39.3%), therapeutic procedures (21.4%) and emergency department visits (19.7%) were common; a hospital admission for injury (6.0%) or a past-year history of cancer (7.2%) were less common. At 1 year after initiation, 4.6% of people were using oxycodone. In the multivariable model, new use of oxycodone increased with age and was higher for people outside major cities, for example, an incidence rate ratio of 1.43 (95% confidence interval 1.36-1.51) for inner regional areas relative to major cities; there was no evidence of variation in rates of new use by social disadvantage. CONCLUSION About half of new oxycodone use in NSW was preceded by a recent episode of hospital care or a therapeutic procedure. Higher rates of oxycodone initiation in rural and regional areas were not explained by sociodemographic factors.
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Affiliation(s)
- Malcolm B Gillies
- School of Population Health, Faculty of Medicine, UNSW Sydney, Sydney, Australia
| | - Ximena Camacho
- School of Population Health, Faculty of Medicine, UNSW Sydney, Sydney, Australia
| | - Chrianna Bharat
- National Drug and Alcohol Research Centre, UNSW Sydney, Sydney, Australia
| | - Luke Buizen
- National Drug and Alcohol Research Centre, UNSW Sydney, Sydney, Australia
| | - Fiona Blyth
- Menzies Centre for Health Policy and Economics, School of Public Health, University of Sydney, Sydney, Australia
| | - David Currow
- Faculty of Science, Medicine and Health, University of Wollongong, Wollongong, Australia
| | - Andrew Wilson
- Menzies Centre for Health Policy and Economics, School of Public Health, University of Sydney, Sydney, Australia
| | - Louisa Degenhardt
- National Drug and Alcohol Research Centre, UNSW Sydney, Sydney, Australia
| | - Natasa Gisev
- National Drug and Alcohol Research Centre, UNSW Sydney, Sydney, Australia
| | - Sallie-Anne Pearson
- School of Population Health, Faculty of Medicine, UNSW Sydney, Sydney, Australia
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Dore S, Weleff J, Anand A, Thompson NR, Barnett BS. Race, economic status, and disparities in the receipt of benzodiazepine prescriptions in a large primary care sample. Gen Hosp Psychiatry 2023; 85:28-34. [PMID: 37729721 DOI: 10.1016/j.genhosppsych.2023.09.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Revised: 09/04/2023] [Accepted: 09/07/2023] [Indexed: 09/22/2023]
Abstract
OBJECTIVE To evaluate the relationship between race, economic status, and patient characteristics with benzodiazepine prescribing in an urban and suburban primary care context. METHOD This retrospective study used data from a previously described cohort of patients seen in a large Ohio healthcare system's primary care clinics from 2019 to 2020. Associations and interactions between race, economic status (using median income of patient ZIP code as a proxy), patient characteristics, and prescription of benzodiazepines were assessed using multivariable logistic regression. RESULTS 455,537 patients had 1,643,473 primary care visits, and 5.8% of patients were prescribed a benzodiazepine. White patients were prescribed benzodiazepines more often than Multiracial/Multicultural, African American and Asian American patients (6.5%, 3.8%, 2.7% and 2.0% respectively). Patients from lower income ZIP codes were less likely to receive a prescription. Interaction effects were observed between race, patient economic status, gender, insurance status, and diagnoses (general anxiety disorder, insomnia, and panic disorder). The largest prescribing disparities by race were among patients with these three diagnoses. The largest disparity in prescription by income was seen in African American patients. CONCLUSION African American, Multicultural/Multiracial and Asian American patients were less likely than White patients to receive benzodiazepine prescriptions. Middle and lower-income patients are particularly susceptible to this prescribing disparity.
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Affiliation(s)
- Samyukta Dore
- Cleveland Clinic Lerner College of Medicine at Case Western Reserve University, Cleveland Clinic, Cleveland, OH, USA.
| | - Jeremy Weleff
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA; Department of Psychiatry and Psychology, Center for Behavioral Health, Neurological Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Akhil Anand
- Cleveland Clinic Lerner College of Medicine at Case Western Reserve University, Cleveland Clinic, Cleveland, OH, USA; Department of Psychiatry and Psychology, Center for Behavioral Health, Neurological Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Nicolas R Thompson
- Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, OH, USA; Neurological Institute, Center for Outcomes Research & Evaluation, Cleveland Clinic, Cleveland, OH, USA
| | - Brian S Barnett
- Cleveland Clinic Lerner College of Medicine at Case Western Reserve University, Cleveland Clinic, Cleveland, OH, USA; Department of Psychiatry and Psychology, Center for Behavioral Health, Neurological Institute, Cleveland Clinic, Cleveland, OH, USA
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Syed O, Jancic P, Fink AB, Knezevic NN. Drug Safety and Suicidality Risk of Chronic Pain Medications. Pharmaceuticals (Basel) 2023; 16:1497. [PMID: 37895968 PMCID: PMC10609967 DOI: 10.3390/ph16101497] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Revised: 10/13/2023] [Accepted: 10/15/2023] [Indexed: 10/29/2023] Open
Abstract
Chronic pain is one of the main leading causes of disability in the world at present. A variety in the symptomatology, intensity and duration of this phenomenon has led to an ever-increasing demand of pharmacological treatment and relief. This demand for medication, ranging from well-known groups, such as antidepressants and benzodiazepines, to more novel drugs, was followed by a rise in safety concerns of such treatment options. The validity, frequency, and diversity of such concerns are discussed in this paper, as well as their possible effect on future prescription practices. A specific caution is provided towards the psychological safety and toll of these medications, regarding suicidality and suicidal ideation. Most significantly, this paper highlights the importance of pharmacovigilance and underscores the necessity of surveillance programs when considering chronic pain medication.
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Affiliation(s)
- Osman Syed
- Advocate Illinois Masonic Medical Center, Department of Anesthesiology, Chicago, IL 60657, USA; (O.S.); (P.J.); (A.B.F.)
- Chicago College of Osteopathic Medicine, Midwestern University, Downers Grove, IL 60515, USA
| | - Predrag Jancic
- Advocate Illinois Masonic Medical Center, Department of Anesthesiology, Chicago, IL 60657, USA; (O.S.); (P.J.); (A.B.F.)
| | - Adam B. Fink
- Advocate Illinois Masonic Medical Center, Department of Anesthesiology, Chicago, IL 60657, USA; (O.S.); (P.J.); (A.B.F.)
- Harborview Medical Center, Department of Anesthesiology and Pain Medicine, University of Washington, Seattle, WA 98104, USA
| | - Nebojsa Nick Knezevic
- Advocate Illinois Masonic Medical Center, Department of Anesthesiology, Chicago, IL 60657, USA; (O.S.); (P.J.); (A.B.F.)
- Department of Anesthesiology, University of Illinois, Chicago, IL 60612, USA
- Department of Surgery, University of Illinois, Chicago, IL 60612, USA
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Yang TC, Shoff C, Kim S. Social isolation, residential stability, and opioid use disorder among older Medicare beneficiaries: Metropolitan and non-metropolitan county comparison. Soc Sci Med 2022; 292:114605. [PMID: 34861571 PMCID: PMC8748391 DOI: 10.1016/j.socscimed.2021.114605] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2020] [Revised: 09/01/2021] [Accepted: 11/23/2021] [Indexed: 01/03/2023]
Abstract
Research has shown that the prevalence of opioid use disorder (OUD) may rise substantially as society ages, but this issue receives the least attention in the literature. To address this gap, this study utilizes county-level data from multiple data sources (1) to investigate whether social isolation is associated with OUD prevalence among older Medicare beneficiaries, (2) to examine whether and how residential stability moderates the association between social isolation and OUD prevalence in US counties, and (3) to determine if there are any differences in these associations between metropolitan and non-metropolitan counties. The results show that social isolation is a significant factor for county-level OUD prevalence, regardless of metropolitan status. In addition, counties with high residential stability have low prevalence of OUD among older adults and this association is stronger in metropolitan than in non-metropolitan counties. Nonetheless, high levels of residential stability reinforce the positive relationship between social isolation and OUD prevalence. As a result, when developing policies and interventions aimed at reducing OUD among older adults, place of residence must be taken into account.
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Affiliation(s)
- Tse-Chuan Yang
- University at Albany, 1400 Washington Ave., Arts & Sciences 351, Albany, NY 12222
| | - Carla Shoff
- Centers for Medicare & Medicaid Services, 7500 Security Boulevard, Baltimore, MD 21244
| | - Seulki Kim
- University at Albany, 1400 Washington Ave., Arts & Sciences 356, Albany, NY 12222
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