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Huỳnh C, Kisely S, Rochette L, Pelletier É, Morrison KB, Li S, Hopkin G, Smith M, Burchill C, Lin E, Asbridge M, Jutras-Aswad D, Lesage A. Measuring Substance-Related Disorders Using Canadian Administrative Health Databanks: Interprovincial Comparisons of Recorded Diagnostic Rates, Incidence Proportions and Mortality Rate Ratios. CANADIAN JOURNAL OF PSYCHIATRY. REVUE CANADIENNE DE PSYCHIATRIE 2022; 67:117-129. [PMID: 34569874 PMCID: PMC8978214 DOI: 10.1177/07067437211043446] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
CONTEXT Assessing temporal changes in the recorded diagnostic rates, incidence proportions, and health outcomes of substance-related disorders (SRD) can inform public health policymakers in reducing harms associated with alcohol and other drugs. OBJECTIVE To report the annual and cumulative recorded diagnostic rates and incidence proportions of SRD, as well as mortality rate ratios (MRRs) by cause of death among this group in Canada, according to their province of residence. METHODS Analyses were performed on linked administrative health databases (AHD; physician claims, hospitalizations, and vital statistics) in five Canadian provinces (Alberta, Manitoba, Ontario, Québec, and Nova Scotia). Canadians 12 years and older and registered for their provincial healthcare coverage were included. The International Classification of Diseases (ICD-9 or ICD-10 codes) was used for case identification of SRD from April 2001 to March 2018. RESULTS During the study period, the annual recorded SRD diagnostic rates increased in Alberta (2001-2002: 8.0‰; 2017-2018: 12.8‰), Ontario (2001-2002: 11.5‰; 2017-2018: 14.4‰), and Nova Scotia (2001-2002: 6.4‰; 2017-2018: 12.7‰), but remained stable in Manitoba (2001-2002: 5.5‰; 2017-2018: 5.4‰) and Québec (2001-2002 and 2017-2018: 7.5‰). Cumulative recorded SRD diagnostic rates increased steadily for all provinces. Recorded incidence proportions increased significantly in Alberta (2001-2002: 4.5‰; 2017-2018: 5.0‰) and Nova Scotia (2001-2002: 3.3‰; 2017-2018: 3.8‰), but significantly decreased in Ontario (2001-2002: 6.2‰; 2017-2018: 4.7‰), Québec (2001-2002: 4.1‰; 2017-2018: 3.2‰) and Manitoba (2001-2002: 2.7‰; 2017-2018: 2.0‰). For almost all causes of death, a higher MRR was found among individuals with recorded SRD than in the general population. The causes of death in 2015-2016 with the highest MRR for SRD individuals were SRD, suicide, and non-suicide trauma in Alberta, Ontario, Manitoba, and Québec. DISCUSSION Linked AHD covering almost the entire population can be useful to monitor the medical service trends of SRD and, therefore, guide health services planning in Canadian provinces.
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Affiliation(s)
- Christophe Huỳnh
- University Institute on Addictions, 49987CIUSSS du Centre-Sud-de-l'Île-de-Montréal, Montréal, Québec, Québec.,Department of Psychiatry and Addiction, University of Montréal, Montréal, Québec, Canada.,School of Psychoeducation, University of Montréal, Montréal, Québec, Canada.,Recherche et Intervention sur les Substances Psychoactives - Québec, Trois-Rivières, Québec, Canada.,54470Institut National de Santé Publique du Québec, Québec, Canada
| | - Steve Kisely
- Department of Community Health and Epidemiology, 12361Dalhousie University, Halifax, Nova Scotia, Canada.,School of Medicine, University of Queensland, Queensland, Australia
| | - Louis Rochette
- 54470Institut National de Santé Publique du Québec, Québec, Canada
| | - Éric Pelletier
- 54470Institut National de Santé Publique du Québec, Québec, Canada
| | | | - Shelley Li
- 151965Alberta Health, Edmonton, Alberta, Canada
| | - Gareth Hopkin
- Institute of Health Economics & University of Alberta, Edmonton, Alberta, Canada.,Health Technology Wales, 1029NHS Wales/GIG Cymru, Cardiff, Wales, UK
| | - Mark Smith
- Manitoba Centre for Health Policy, Rady Faculty of Health Sciences, 50023University of Manitoba, Winnipeg, Manitoba, Canada
| | - Charles Burchill
- Manitoba Centre for Health Policy, Rady Faculty of Health Sciences, 50023University of Manitoba, Winnipeg, Manitoba, Canada
| | - Elizabeth Lin
- 7978Centre for Addiction & Mental Health, Toronto, Ontario, Canada.,Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada.,ICES, Toronto, Ontario, Canada
| | - Mark Asbridge
- Department of Community Health and Epidemiology, 12361Dalhousie University, Halifax, Nova Scotia, Canada
| | - Didier Jutras-Aswad
- University Institute on Addictions, 49987CIUSSS du Centre-Sud-de-l'Île-de-Montréal, Montréal, Québec, Québec.,Department of Psychiatry and Addiction, University of Montréal, Montréal, Québec, Canada.,Research Centre, 5622Centre hospitalier de l'Université de Montréal, Montreal, Quebec, Canada
| | - Alain Lesage
- University Institute on Addictions, 49987CIUSSS du Centre-Sud-de-l'Île-de-Montréal, Montréal, Québec, Québec.,Department of Psychiatry and Addiction, University of Montréal, Montréal, Québec, Canada.,54470Institut National de Santé Publique du Québec, Québec, Canada.,25443Research Centre of the Montréal Mental Health University Institute, Montréal, Québec, Canada
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Jiang X, Song HJ, Wang W, Henry L, Childs-Kean LM, Re VL, Park H. The use of all-oral direct-acting antivirals in hepatitis C virus-infected patients with substance use disorders. J Manag Care Spec Pharm 2021; 27:873-881. [PMID: 34185563 PMCID: PMC8244773 DOI: 10.18553/jmcp.2021.27.7.873] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND: There is evidence that barriers exist for the initiation of direct-acting antiviral (DAA) treatment for hepatitis C virus (HCV) for those with substance use disorders (SUDs). However, real world clinical evidence of DAA treatment initiation following receipt of a prescription and continuation among those with SUDs and HCV is lacking. OBJECTIVES: To (1) compare HCV treatment initiation (prescription fill) rates and early discontinuation rates between HCV-infected patients with and without SUDs in the DAA era, and (2) identify patient-level factors associated with HCV treatment initiation and early discontinuation in patients with SUDs. METHODS: A retrospective cohort analysis of the MarketScan databases (January 2012-December 2018) was conducted for newly diagnosed treatment naïve HCV-infected patients (age ≥ 18) with and without SUDs. We used multivariable Cox regression to estimate adjusted hazard ratios (aHRs) with 95% confidence intervals of treatment initiation and early discontinuation in those with SUDs versus those without. RESULTS: We identified a total of 29,228 newly diagnosed HCV-infected patients (6,385 with SUDs and 22,843 without SUDs). Overall, DAA treatment initiation for patients with SUDs was significantly lower than that for those without SUDs (24% vs 34%; P < 0.01). After adjusting for demographics and clinical characteristics, patients with SUDs were less likely to initiate DAA treatments than those without SUDs (aHR, 0.87 [0.82-0.92]). There was no difference in discontinuation of DAA treatment between those with and without SUDs (4% vs 3%: aHR, 1.13 [0.81-1.60]). Among patients with SUDs (n = 6,385), lower rates of initiating DAA treatment was associated with younger age, and comorbidities including alcoholic liver disease (ALD; aHR, 0.44 [0.33-0.57), chronic kidney disease (CKD) (aHR, 0.52 [0.36-0.75]), and hepatitis B virus (HBV; aHR, 0.64 [0.44-0.92]). DAA treatment discontinuation was associated with younger age, ribavirin (RBV) therapy (aHR, 3.78 [2.21-6.47]), and cirrhosis diagnosis (aHR, 2.42 [1.21-4.84]) but not SUD treatment (aHR, 0.68 [0.34-1.34]). CONCLUSIONS: HCV-infected patients with SUDs had significantly lower treatment initiation rates, especially in young females and those with ALD, CKD, and HBV. No difference was found in DAA discontinuation. However, younger patients with RBV treatment and/or cirrhosis were more likely to stop treatment. Interventions directed towards these groups are needed to enhance DAA initiation and treatment maintenance among HCV-infected patients with SUDs. DISCLOSURES: Research reported in this publication was supported in part by the National Institute on Drug Abuse of the National Institutes of Health under award number K01DA045618 (to Park). The other authors have nothing to disclose that may present a potential conflict of interest.
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Affiliation(s)
- Xinyi Jiang
- University of Florida, College of Pharmacy, Department of Pharmaceutical Outcomes & Policy, FL
| | - Hyun Jin Song
- University of Florida, College of Pharmacy, Department of Pharmaceutical Outcomes & Policy, FL
| | - Wei Wang
- University of Florida, College of Pharmacy, Department of Pharmaceutical Outcomes & Policy, FL
| | - Linda Henry
- University of Florida, College of Pharmacy, Department of Pharmaceutical Outcomes & Policy, FL
| | - Lindsey M Childs-Kean
- University of Florida Pharmacotherapy and Translational Research, College of Pharmacy, Gainesville, FL
| | - Vincent Lo Re
- University of Pennsylvania, Division of Infectious Diseases, Department of Medicine and Center for Clinical Epidemiology and Biostatistics, Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, Philadelphia, PA
| | - Haesuk Park
- University of Florida, College of Pharmacy, Department of Pharmaceutical Outcomes & Policy, FL.,University of Florida, Center for Drug Evaluation and Safety (CoDES), FL
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Park H, Song HJ, Jiang X, Henry L, Cook RL, Nelson DR. Direct-Acting Antiviral Treatment Use Remains Low Among Florida Medicaid Beneficiaries With Chronic Hepatitis C. Hepatol Commun 2021; 5:203-216. [PMID: 33553969 PMCID: PMC7850300 DOI: 10.1002/hep4.1634] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/05/2020] [Revised: 09/25/2020] [Accepted: 10/18/2020] [Indexed: 02/04/2023] Open
Abstract
Medicaid prior authorization (PA) policies for treatment of hepatitis C virus (HCV) with direct-acting antiviral (DAA) therapy are changing. We aimed to evaluate effects of changes in PA requirements on treatment uptake and to determine the factors associated with DAA treatment among Florida Medicaid beneficiaries with HCV. This is a retrospective cohort analysis of Florida's Medicaid administrative claims and electronic medical records (2013-2018). A total of 14,063 newly diagnosed patients with HCV were grouped based on human immunodeficiency virus (HIV) co-infection and/or a substance use disorder (SUD) (7,735 HCV mono-infected with a SUD, 5,180 HCV mono-infected without a SUD, 564 HCV/HIV co-infected with a SUD, and 584 HCV/HIV co-infected without a SUD). Although the treatment rate increased three-fold after June 1, 2016, when a fibrosis-stage restriction was eliminated, only 8% received DAAs. Compared to HCV mono-infected without a SUD, HCV mono-infected with a SUD and HCV/HIV co-infected with a SUD were 47% (adjusted hazard ratio, 0.53; 95% confidence interval, 0.47-0.60) and 59% (adjusted hazard ratio, 0.41; 95% confidence interval, 0.28-0.61) less likely to initiate DAAs. Those with HCV/HIV/SUD did not experience a DAA initiation increase after a fibrosis-stage restriction was eliminated. Compared with Whites, Blacks were less likely to receive DAAs but were more likely to complete treatment. Use of medication-assisted therapy was low, despite those on medication-assisted therapy being 60% more likely to initiate DAA therapy and no more likely to discontinue therapy. Conclusion: Despite changes in Florida's Medicaid PA requirements for DAA treatment, only 8% received treatment. Disparities in treatment access were found among patients with HIV and a SUD, and who were Black.
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Affiliation(s)
- Haesuk Park
- Pharmaceutical Outcomes and PolicyCollege of PharmacyUniversity of FloridaGainesvilleFLUSA
| | - Hyun Jin Song
- Pharmaceutical Outcomes and PolicyCollege of PharmacyUniversity of FloridaGainesvilleFLUSA
| | - Xinyi Jiang
- Pharmaceutical Outcomes and PolicyCollege of PharmacyUniversity of FloridaGainesvilleFLUSA
| | - Linda Henry
- Pharmaceutical Outcomes and PolicyCollege of PharmacyUniversity of FloridaGainesvilleFLUSA
| | - Robert L. Cook
- Department of Epidemiology, College of Public Health and Health Professions and College of MedicineUniversity of FloridaGainesvilleFLUSA
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Michaud JM, Zhang T, Shireman TI, Lee Y, Wilson IB. Hazard of Cervical, Oropharyngeal, and Anal Cancers in HIV-Infected and HIV-Uninfected Medicaid Beneficiaries. Cancer Epidemiol Biomarkers Prev 2020; 29:1447-1457. [PMID: 32385117 PMCID: PMC7334054 DOI: 10.1158/1055-9965.epi-20-0281] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2020] [Revised: 04/01/2020] [Accepted: 04/21/2020] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND Human immunodeficiency virus-infected (HIV+) individuals are disproportionately at risk for human papillomavirus (HPV)-associated cancers, but the magnitude of risk estimates varies widely. We conducted a retrospective study using a large U.S.-based cohort to describe the relationship between HIV infection and incident cervical, oropharyngeal, and anal cancers. METHODS Using 2001-2012 U.S. Medicaid data from 14 states, we matched one HIV+ to three HIV-uninfected (HIV-) enrollees on sex, race, state, age, and year, and followed persons for up to 10 years. We developed Cox proportional hazards models comparing HIV+ to HIV- for time to cancer diagnosis adjusted for demographic and comorbidity attributes. RESULTS Our cohorts included 443,592 women for the cervical cancer analysis, and 907,348 and 906,616 persons for the oropharyngeal and anal cancer analyses. The cervical cancer cohort had a mean age of 39 years and was 55% Black. The oropharyngeal and anal cancer cohorts were 50% male, had a mean age of 41 years, and were 51% Black. We estimated the following HRs: cervical cancer, 3.27 [95% confidence interval (CI), 2.82-3.80]; oropharyngeal cancer, 1.90 (95% CI, 1.62-2.23; both sexes), 1.69 (95% CI, 1.39-2.04; males), and 2.55 (95% CI, 1.86-3.50; females); and anal cancer, 18.42 (95% CI, 14.65-23.16; both sexes), 20.73 (95% CI, 15.60-27.56; males), and 12.88 (95% CI, 8.69-19.07; females). CONCLUSIONS HIV+ persons were at an elevated risk for HPV-associated cancers, especially anal cancer. IMPACT Medicaid claims data corroborate previous estimates based on registries and clinical cohorts.
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Affiliation(s)
- Joanne M Michaud
- Brown University School of Public Health, Providence, Rhode Island.
| | - Tingting Zhang
- Brown University School of Public Health, Providence, Rhode Island
| | | | - Yoojin Lee
- Brown University School of Public Health, Providence, Rhode Island
| | - Ira B Wilson
- Brown University School of Public Health, Providence, Rhode Island
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Youn B, Shireman TI, Lee Y, Galárraga O, Wilson IB. Trends in medication adherence in HIV patients in the US, 2001 to 2012: an observational cohort study. J Int AIDS Soc 2019; 22:e25382. [PMID: 31441221 PMCID: PMC6706701 DOI: 10.1002/jia2.25382] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2019] [Accepted: 07/31/2019] [Indexed: 01/04/2023] Open
Abstract
INTRODUCTION Adherence to antiretroviral therapy (ART) is essential to reduce HIV-related morbidity and mortality as well as the risk of virological failure and HIV transmission. We determined the trends in ART adherence during the periods of therapeutic advances, wider use of ART and greater attention to ART adherence. To understand the general trends in medication adherence, we compared ART adherence with medications for other common chronic conditions. METHODS A retrospective cohort study using Medicaid claims between 2001 and 2012 from 14 US states with the highest HIV prevalence. Medicaid is the largest source of care for HIV patients in the US. We identified Medicaid beneficiaries with HIV who initiated ART between 2001 and 2010 (n=23,343). Comparison groups included (1) HIV- persons who initiated a statin, angiotensin-converting enzyme inhibitor or angiotensin receptor blocker (ACEI/ARB), or metformin and (2) HIV+ persons who initiated these control medications while on and not on ART. We estimated adjusted odds of >90% medication implementation during the two years following initiation. RESULTS The proportion of HIV+ persons with >90% ART implementation increased from 33.5% in those who initiated in 2001 to 46.4% in 2005 and 52.4% in 2010. ART initiators in 2007 to 2010 had 53% increased odds of >90% implementation compared to those in 2001 to 2003 (adjusted OR 1.53, 99% CI: 1.34 to 1.75). Older age, male, White race, newer ART regimens and absence of substance use indicators were also associated with increased odds of >90% ART implementation. No or minimal improvements were found in the implementation of control medications in HIV- persons. For HIV- persons, the adjusted ORs comparing 2007-2010 to 2001-2003 were 1.06, 1.01 and 1.19 for statins, ACEI/ARB, metformin respectively. HIV+ persons who were on ART had, on average, 15.0 (SD: 4.2) and 16.1 (SD: 3.4) percentage points higher >90% implementation rates of concurrent statins, ACEI/ARB or metformin compared to HIV- persons and HIV+ persons who were not on ART respectively. CONCLUSIONS Adherence to ART substantially improved between 2001 and 2012. Nevertheless, the absolute rates of >90% implementation were low for all groups examined. Substantial disparities by age, sex and race were present, drawing attention to the need to continue to enhance medication adherence. Further studies are required to examine whether these trends and disparities persist in the most recent period.
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Affiliation(s)
- Bora Youn
- Department of Health Services, Policy & PracticeBrown University School of Public HealthProvidenceRIUSA
| | - Theresa I Shireman
- Department of Health Services, Policy & PracticeBrown University School of Public HealthProvidenceRIUSA
| | - Yoojin Lee
- Department of Health Services, Policy & PracticeBrown University School of Public HealthProvidenceRIUSA
| | - Omar Galárraga
- Department of Health Services, Policy & PracticeBrown University School of Public HealthProvidenceRIUSA
| | - Ira B Wilson
- Department of Health Services, Policy & PracticeBrown University School of Public HealthProvidenceRIUSA
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