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1.
Med Care ; 60(9): 680-690, 2022 09 01.
Artigo em Inglês | MEDLINE | ID: mdl-35838242

RESUMO

BACKGROUND: In the US, Medicaid covers over 80 million Americans. Comparing access, quality, and costs across Medicaid programs can provide policymakers with much-needed information. As each Medicaid agency collects its member data, multiple barriers prevent sharing Medicaid data between states. To address this gap, the Medicaid Outcomes Distributed Research Network (MODRN) developed a research network of states to conduct rapid multi-state analyses without sharing individual-level data across states. OBJECTIVE: To describe goals, design, implementation, and evolution of MODRN to inform other research networks. METHODS: MODRN implemented a distributed research network using a common data model, with each state analyzing its own data; developed standardized measure specifications and statistical software code to conduct analyses; and disseminated findings to state and federal Medicaid policymakers. Based on feedback on Medicaid agency priorities, MODRN first sought to inform Medicaid policy to improve opioid use disorder treatment, particularly medication treatment. RESULTS: Since its 2017 inception, MODRN created 21 opioid use disorder quality measures in 13 states. MODRN modified its common data model over time to include additional elements. Initial barriers included harmonizing utilization data from Medicaid billing codes across states and adapting statistical methods to combine state-level results. The network demonstrated its utility and addressed barriers to conducting multi-state analyses of Medicaid administrative data. CONCLUSIONS: MODRN created a new, scalable, successful model for conducting policy research while complying with federal and state regulations to protect beneficiary health information. Platforms like MODRN may prove useful for emerging health challenges to facilitate evidence-based policymaking in Medicaid programs.


Assuntos
Medicaid , Transtornos Relacionados ao Uso de Opioides , Custos e Análise de Custo , Humanos , Estados Unidos
2.
Health Econ ; 30(5): 989-1000, 2021 05.
Artigo em Inglês | MEDLINE | ID: mdl-33624387

RESUMO

Using data from Truven Health MarketScan Commercial Claims and Encounters Database between 2009 and 2015, we studied the effects of medical and recreational marijuana laws on opioid prescribing in employer-sponsored health insurance. We used a differences-in-differences (DD) approach and found that the implementation of medical marijuana laws (MMLs) and recreational marijuana laws (RMLs) reduced morphine milligram equivalents per enrollee by 7% and 13%, respectively. The reduction associated with MMLs was predominately in people aged 55-64, whereas the reduction associated with RMLs was largely in people aged 35-44 and aged 45-54. Our findings suggest that both MMLs and RMLs have the potential to reduce opioid prescribing in the privately insured population, especially for the middle-aged population.


Assuntos
Analgésicos Opioides/administração & dosagem , Uso da Maconha/legislação & jurisprudência , Maconha Medicinal , Padrões de Prática Médica , Adulto , Cannabis , Humanos , Seguro Saúde , Pessoa de Meia-Idade , Estados Unidos
3.
JAMA ; 326(2): 154-164, 2021 07 13.
Artigo em Inglês | MEDLINE | ID: mdl-34255008

RESUMO

Importance: There is limited information about trends in the treatment of opioid use disorder (OUD) among Medicaid enrollees. Objective: To examine the use of medications for OUD and potential indicators of quality of care in multiple states. Design, Setting, and Participants: Exploratory serial cross-sectional study of 1 024 301 Medicaid enrollees in 11 states aged 12 through 64 years (not eligible for Medicare) with International Classification of Diseases, Ninth Revision (ICD-9 or ICD-10) codes for OUD from 2014 through 2018. Each state used generalized estimating equations to estimate associations between enrollee characteristics and outcome measure prevalence, subsequently pooled to generate global estimates using random effects meta-analyses. Exposures: Calendar year, demographic characteristics, eligibility groups, and comorbidities. Main Outcomes and Measures: Use of medications for OUD (buprenorphine, methadone, or naltrexone); potential indicators of good quality (OUD medication continuity for 180 days, behavioral health counseling, urine drug tests); potential indicators of poor quality (prescribing of opioid analgesics and benzodiazepines). Results: In 2018, 41.7% of Medicaid enrollees with OUD were aged 21 through 34 years, 51.2% were female, 76.1% were non-Hispanic White, 50.7% were eligible through Medicaid expansion, and 50.6% had other substance use disorders. Prevalence of OUD increased in these 11 states from 3.3% (290 628 of 8 737 082) in 2014 to 5.0% (527 983 of 10 585 790) in 2018. The pooled prevalence of enrollees with OUD receiving medication treatment increased from 47.8% in 2014 (range across states, 35.3% to 74.5%) to 57.1% in 2018 (range, 45.7% to 71.7%). The overall prevalence of enrollees receiving 180 days of continuous medications for OUD did not significantly change from the 2014-2015 to 2017-2018 periods (-0.01 prevalence difference, 95% CI, -0.03 to 0.02) with state variability in trend (90% prediction interval, -0.08 to 0.06). Non-Hispanic Black enrollees had lower OUD medication use than White enrollees (prevalence ratio [PR], 0.72; 95% CI, 0.64 to 0.81; P < .001; 90% prediction interval, 0.52 to 1.00). Pregnant women had higher use of OUD medications (PR, 1.18; 95% CI, 1.11-1.25; P < .001; 90% prediction interval, 1.01-1.38) and medication continuity (PR, 1.14; 95% CI, 1.10-1.17, P < .001; 90% prediction interval, 1.06-1.22) than did other eligibility groups. Conclusions and Relevance: Among US Medicaid enrollees in 11 states, the prevalence of medication use for treatment of opioid use disorder increased from 2014 through 2018. The pattern in other states requires further research.


Assuntos
Antagonistas de Entorpecentes/uso terapêutico , Tratamento de Substituição de Opiáceos/tendências , Transtornos Relacionados ao Uso de Opioides/tratamento farmacológico , Adolescente , Adulto , Analgésicos Opioides/uso terapêutico , Buprenorfina/uso terapêutico , Criança , Estudos Transversais , Feminino , Humanos , Masculino , Medicaid , Metadona/uso terapêutico , Pessoa de Meia-Idade , Naltrexona/uso terapêutico , Gravidez , Complicações na Gravidez/tratamento farmacológico , Estados Unidos , Adulto Jovem
4.
Med Care ; 55(1): 31-36, 2017 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-27547945

RESUMO

INTRODUCTION: There is a wide variation in the use of vena cava filter (VCF). OBJECTIVE: This study assessed the hospital and patient characteristics associated with VCF use in deep vein thrombosis (DVT) and pulmonary embolism (PE). METHODS: Inpatient discharge data from all acute care hospitals with DVT/PE during 2008-2014 in Kentucky were used. Hierarchical logistic regression models were used to evaluate the relationships of study variables with VCF use. RESULTS: During the study period, 81,922 discharges for DVT/PE were observed and 10.5% of these received a VCF. This included 12,083 cases of PE+DVT, 18,571 cases of PE only, and 51,268 cases of DVT only. VCF use among these groups was 22.7%, 6.0%, and 7.8%, respectively. In adjusted analyses, VCF use was associated with increasing age, indicating that those over age 65 were twice as likely to receive a filter compared with the reference (21-25 y old) group. Significant comorbidities associated with VCF use included cancer, liver disease, cerebrovascular disease, atrial fibrillation, anemia, and concurrent bleeding. Lower extremity, proximal DVTs, and patients receiving thrombolytic therapy or embolectomy, those having surgery, and those who were unstable or had trauma, were also more likely to receive a filter. Among cancer types, brain and metastatic tumors were significantly associated with VCF use. Between-hospital variation after controlling for all covariates was 7.1%. CONCLUSIONS: There was high variation in the use of VCFs. Several high-risk subgroups were more likely to use VCFs including older adults and those with cancer and concurrent bleeding.


Assuntos
Hospitais/estatística & dados numéricos , Seleção de Pacientes , Embolia Pulmonar/cirurgia , Filtros de Veia Cava/estatística & dados numéricos , Trombose Venosa/cirurgia , Adulto , Fatores Etários , Idoso , Feminino , Humanos , Kentucky , Modelos Logísticos , Masculino , Pessoa de Meia-Idade , Fatores de Risco
5.
Pharmacoepidemiol Drug Saf ; 24(6): 583-91, 2015 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-25808613

RESUMO

PURPOSE: To estimate the risk of type II diabetes (T2DM) in children and adolescents initiating atypical antipsychotic (AAP) therapy. METHODS: We conducted a retrospective cohort study using a new user design approach. Medical and pharmacy claims data between 1 January 2007 and 31 December 2009 for dependents ages 4 to 18 from an employed, commercially insured population from across the USA were included. AAP exposure was defined in the presence of a pharmacy claim preceded by at least six months of AAP-free history. We used propensity score (PS) methodology to identify and match incident AAP users and non-users. New-onset T2DM, was defined based on medical and pharmacy claims. Follow-up was extended until the date of new-onset T2DM or the end of the study period. The risk of T2DM was evaluated in an intent to treat fashion using the Kaplan-Meier estimator and Cox proportional hazard regression that provided hazard ratio (HR) and associated 95% confidence interval (CI). RESULTS: Our study population included 6236 new AAP users and 22 080 non-users. In this PS-matched sample, the estimated risk of T2DM was twice as high in AAP users as non-users (HR 2.18, 95% CI 1.45-3.29). Noticeable risk differences between AAP-treated and control groups materialized within four months of AAP initiation and became constant after six months until the end of the follow-up. CONCLUSIONS: Children and adolescents who were prescribed an AAP medication had a two times higher risk of developing T2DM; our study raises questions about continued AAP use in children and adolescents.


Assuntos
Antipsicóticos/efeitos adversos , Transtorno do Deficit de Atenção com Hiperatividade/tratamento farmacológico , Diabetes Mellitus Tipo 2/epidemiologia , Adolescente , Criança , Serviços de Saúde da Criança , Pré-Escolar , Estudos de Coortes , Bases de Dados Factuais , Diabetes Mellitus Tipo 2/etiologia , Feminino , Humanos , Revisão da Utilização de Seguros , Masculino , Estudos Retrospectivos , Estados Unidos/epidemiologia
6.
Telemed J E Health ; 21(2): 90-6, 2015 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-25474083

RESUMO

BACKGROUND: Online technologies offer the promise of an efficient, improved healthcare system. Patients benefit from increased access to care, physicians are afforded greater flexibility in care delivery, and the health system itself benefits from lower costs to provide such care. One method of incorporating online care into clinical practice, called electronic office visits or "eVisits," allows physicians to provide a consultation with patients online. We performed an analysis of the current published literature on eVisits as well as present emerging research describing the use of mobile platforms as the delivery model. We focused on the role of eVisits in acute primary care practice. MATERIALS AND METHODS: A literature review was conducted using electronic databases with a variety of search terms related to the use of eVisits in primary care. RESULTS: Several advantages to eVisit utilization in the primary care setting were identified, namely, improvements in efficiency, continuity of care, quality of care, and access to care. Barriers to eVisit implementation were also identified, including challenges with incorporation into workflow, reimbursement, physician technological literacy, patient health literacy, overuse, security, confidentiality, and integration with existing medical technologies. CONCLUSIONS: Only one study of patient satisfaction with eVisit acute primary care services was identified, and this suggests that previous analyses of eVisit utilization are lacking this key component of healthcare service delivery evaluations. The delivery of primary care via eVisits on mobile platforms is still in adolescence, with few methodologically rigorous analyses of outcomes of efficiency, patient health, and satisfaction.


Assuntos
Doença Aguda , Acessibilidade aos Serviços de Saúde/tendências , Aplicativos Móveis/tendências , Atenção Primária à Saúde/tendências , Telemedicina/tendências , Atitude do Pessoal de Saúde , Comunicação , Confidencialidade , Acessibilidade aos Serviços de Saúde/economia , Humanos , Internet , Aplicativos Móveis/economia , Satisfação do Paciente , Relações Médico-Paciente , Atenção Primária à Saúde/economia , Atenção Primária à Saúde/métodos , Telemedicina/economia , Telemedicina/métodos
7.
J Am Pharm Assoc (2003) ; 54(4): 397-405, 2014.
Artigo em Inglês | MEDLINE | ID: mdl-25063261

RESUMO

OBJECTIVES: To collect and analyze Kentucky pharmacists' opinions of the effectiveness of current methamphetamine precursor controls, to analyze proposed legislation to make pseudoephedrine (PSE) a legend drug, and to analyze the potential impact of such legislation on pharmacy practice and patients. DESIGN: Descriptive, nonexperimental survey study. SETTING: Kentucky; June through October 2012. PARTICIPANTS: 431 Kentucky community pharmacists. INTERVENTION: Mailed survey. MAIN OUTCOME MEASURES: Perceived efficacy of current methamphetamine precursor controls, anticipated impact on individual pharmacy practices and patients of proposed legislation to make PSE available by prescription only, and current opinions about the proposed legislation. RESULTS: Analysis of 431 community pharmacists showed that approximately 77% believed proposed legislation to make PSE available by prescription only would be effective in reducing methamphetamine abuse and methamphetamine-related laboratory incidents, with 56.2% indicating support for the proposed legislation. Pharmacists practicing in chain pharmacies were 2.9 times more likely to support the legislation than pharmacists practicing in independent pharmacies. Additional factors influencing pharmacist support included Kentucky region of practice, anticipated impact on time spent on PSE activities, pharmacy profit, methamphetamine abuse, and methamphetamine-related laboratory incidents. Pharmacists practicing in regions of Kentucky associated with higher methamphetamine abuse appear to more strongly support the proposed legislation. CONCLUSION: Pharmacists are at the frontline of PSE distribution. Gaining a better understanding of issues surrounding the distribution of PSE will enhance the likelihood that future legislation may be crafted to reduce methamphetamine production, laboratory incidents, and abuse while minimizing inconvenience and cost.


Assuntos
Atitude do Pessoal de Saúde , Farmacêuticos , Medicamentos sob Prescrição/uso terapêutico , Pseudoefedrina/uso terapêutico , Serviços Comunitários de Farmácia , Coleta de Dados , Humanos , Kentucky , Metanfetamina/uso terapêutico , Farmácias , Transtornos Relacionados ao Uso de Substâncias/prevenção & controle
8.
Community Ment Health J ; 50(8): 922-5, 2014 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-24477511

RESUMO

Kentucky Department for Behavioral Health Developmental and Intellectual Disabilities conducted a survey to evaluate consumers' satisfaction with services delivered at the Community Mental Health Centers (CMHCs) in Kentucky. The survey was administered at outpatient clinics operated by fourteen CMHCs in 2010. The purpose of this study was to identify factors that predict whether clients will respond that they were "generally satisfied" with services received from CMHCs. A logistic regression model was developed using respondents' characteristics and their responses to survey questions. Survey questions were grouped into seven core domains: general satisfaction, access, quality, participation in treatment planning, outcomes, functioning, and social connectedness. In result, responses to domains of access, quality and participation in treatment planning significantly affected clients' perception of general satisfaction. Respondents who positively assessed those domains of services were more likely to answer that they were generally satisfied with services. Based on the analysis in this report, improvement in certain domains of services, especially access, quality and participation in treatment planning could increase the level of positive responses in general satisfaction.


Assuntos
Atitude Frente a Saúde , Serviços Comunitários de Saúde Mental , Satisfação do Paciente , Adolescente , Adulto , Instituições de Assistência Ambulatorial , Centros Comunitários de Saúde Mental , Comportamento do Consumidor , Feminino , Pesquisas sobre Atenção à Saúde , Acessibilidade aos Serviços de Saúde , Humanos , Kentucky , Modelos Logísticos , Masculino , Transtornos Mentais/terapia , Pessoa de Meia-Idade , Participação do Paciente , Qualidade da Assistência à Saúde , Adulto Jovem
9.
Inflamm Bowel Dis ; 30(3): 410-422, 2024 Mar 01.
Artigo em Inglês | MEDLINE | ID: mdl-37280118

RESUMO

BACKGROUND: Rural residence has been associated with a lower incidence of inflammatory bowel disease (IBD) but higher health care utilization and worse outcomes. Socioeconomic status is intrinsically tied to both IBD incidence and outcomes. Inflammatory bowel disease outcomes have not been investigated in Appalachia: a rural, economically distressed region rife with risk factors for both increased incidence and unfavorable outcomes. METHODS: Hospital inpatient discharge and outpatient services databases were utilized to assess outcomes in patients diagnosed with either Crohn's disease (CD) or ulcerative colitis (UC) in Kentucky. Encounters were classified by patient residence in Appalachian or non-Appalachian counties. Data were reported as crude and age-adjusted rates of visits per 100,000 population per year collected in 2016 to 2019. National inpatient discharge data from 2019, stratified by rural and urban classification codes, were utilized to compare Kentucky to national trends. RESULTS: Crude and age-adjusted rates of inpatient, emergency department and outpatient encounters were higher in the Appalachian cohort for all 4 years observed. Appalachian inpatient encounters are more frequently associated with a surgical procedure (Appalachian, 676, 24.7% vs non-Appalachian, 1408, 22.2%; P = .0091). In 2019, the Kentucky Appalachian cohort had significantly higher crude and age-adjusted rates of inpatient discharges for all IBD diagnoses compared with national rural and nonrural populations (crude 55.2; 95% CI, 50.9-59.5; age-adjusted 56.7; 95% CI, 52.1-61.3). CONCLUSIONS: There is disproportionately higher IBD health care utilization in Appalachian Kentucky compared with all cohorts, including the national rural population. There is a need for aggressive investigation into root causes of these disparate outcomes and identification of barriers to appropriate IBD care.


The Kentucky Appalachian IBD population experiences increased health care utilization, with increased rates of inpatient admissions, emergency department, and outpatient visits compared with non-Appalachian Kentuckians. Kentucky Appalachian rates of inpatient admissions are higher compared with national rates, controlling for rural residence.


Assuntos
Colite Ulcerativa , Doença de Crohn , Doenças Inflamatórias Intestinais , Humanos , Pré-Escolar , Kentucky/epidemiologia , Aceitação pelo Paciente de Cuidados de Saúde , Doenças Inflamatórias Intestinais/epidemiologia , Doenças Inflamatórias Intestinais/terapia , Colite Ulcerativa/epidemiologia , Colite Ulcerativa/terapia
10.
J Subst Use Addict Treat ; 164: 209391, 2024 May 11.
Artigo em Inglês | MEDLINE | ID: mdl-38740189

RESUMO

INTRODUCTION: Long-acting injectable buprenorphine (LAI-bup) formulations have advantages over transmucosal buprenorphine (TM-bup), but barriers may limit their utilization. Several policies shifted during the COVID-19 pandemic to promote buprenorphine access. The federal government expanded telemedicine treatment for opioid use disorder and Kentucky (KY) Medicaid lifted prior authorization requirements (PAs) for LAI-bup (i.e., Sublocade®). This retrospective cohort study evaluated changes in LAI-bup access, utilization, and retention before and after these policy changes in KY. METHODS: Individual-level TM-bup and LAI-bup dispensing record data from KY's prescription drug monitoring program examined LAI-bup utilization and retention, without a >30-day gap in coverage, for patients starting a new episode of LAI-bup treatment. Two key time periods were examined: pre-policy changes (Apr 1, 2019 - Dec 31, 2019) and post-policy changes (Apr 1, 2020 - Dec 31, 2020). Data on PA requests among Medicaid managed care organizations and availability of LAI-bup Risk Evaluation and Mitigation Strategy (REMS)-certified pharmacies were also obtained. A multivariable Cox proportional hazard regression model analysis compared pre- versus post-policy period treatment discontinuation. RESULTS: The number of patients initiating LAI-bup increased from 211 to 481 over the two periods. By the end of the post-policy period, 24.3 % of eligible patients were retained on LAI-bup, versus 12.5 % in the pre-policy change period. The adjusted hazard ratio, comparing discontinuation during the post- versus pre-policy change periods, was 0.70 (95 % confidence interval: 0.55-0.89). There were also more REMS-certified pharmacies and providers in the post-policy change period. CONCLUSIONS: LAI-bup access, utilization, and retention increased after several policy changes.

11.
JAMA Health Forum ; 5(5): e241077, 2024 May 03.
Artigo em Inglês | MEDLINE | ID: mdl-38758569

RESUMO

Importance: Controlled substances have regulatory requirements under the US Federal Controlled Substance Act that must be met before pharmacies can stock and dispense them. However, emerging evidence suggests there are pharmacy-level barriers in access to buprenorphine for treatment for opioid use disorder even among pharmacies that dispense other opioids. Objective: To estimate the proportion of Medicaid-participating community retail pharmacies that dispense buprenorphine, out of Medicaid-participating community retail pharmacies that dispense other opioids and assess if the proportion dispensing buprenorphine varies by Medicaid patient volume or rural-urban location. Design, Setting, and Participants: This serial cross-sectional study included Medicaid pharmacy claims (2016-2019) data from 6 states (Kentucky, Maine, North Carolina, Pennsylvania, Virginia, West Virginia) participating in the Medicaid Outcomes Distributed Research Network (MODRN). Community retail pharmacies serving Medicaid-enrolled patients were included, mail-order pharmacies were excluded. Analyses were conducted from September 2022 to August 2023. Main Outcomes and Measures: The proportion of pharmacies dispensing buprenorphine approved for opioid use disorder among pharmacies dispensing an opioid analgesic or buprenorphine prescription to at least 1 Medicaid enrollee in each state. Pharmacies were categorized by median Medicaid patient volume (by state and year) and rurality (urban vs rural location according to zip code). Results: In 2016, 72.0% (95% CI, 70.9%-73.0%) of the 7038 pharmacies that dispensed opioids also dispensed buprenorphine to Medicaid enrollees, increasing to 80.4% (95% CI, 79.5%-81.3%) of 7437 pharmacies in 2019. States varied in the percent of pharmacies dispensing buprenorphine in Medicaid (range, 73.8%-96.4%), with significant differences between several states found in 2019 (χ2 P < .05), when states were most similar in the percent of pharmacies dispensing buprenorphine. A lower percent of pharmacies with Medicaid patient volume below the median dispensed buprenorphine (69.1% vs 91.7% in 2019), compared with pharmacies with above-median patient volume (χ2 P < .001). Conclusions and Relevance: In this serial cross-sectional study of Medicaid-participating pharmacies, buprenorphine was not accessible in up to 20% of community retail pharmacies, presenting pharmacy-level barriers to patients with Medicaid seeking buprenorphine treatment. That some pharmacies dispensed opioid analgesics but not buprenorphine suggests that factors other than compliance with the Controlled Substance Act influence pharmacy dispensing decisions.


Assuntos
Buprenorfina , Acessibilidade aos Serviços de Saúde , Medicaid , Transtornos Relacionados ao Uso de Opioides , Humanos , Medicaid/estatística & dados numéricos , Buprenorfina/uso terapêutico , Buprenorfina/provisão & distribuição , Estados Unidos , Estudos Transversais , Acessibilidade aos Serviços de Saúde/estatística & dados numéricos , Transtornos Relacionados ao Uso de Opioides/tratamento farmacológico , Farmácias/estatística & dados numéricos , Serviços Comunitários de Farmácia/estatística & dados numéricos , Tratamento de Substituição de Opiáceos/estatística & dados numéricos , Antagonistas de Entorpecentes/uso terapêutico , Antagonistas de Entorpecentes/provisão & distribuição
12.
Drug Alcohol Depend ; 259: 111286, 2024 Jun 01.
Artigo em Inglês | MEDLINE | ID: mdl-38626553

RESUMO

BACKGROUND: The U.S. opioid overdose crisis persists. Outpatient behavioral health services (BHS) are essential components of a comprehensive response to opioid use disorder and overdose fatalities. The Helping to End Addiction Long-Term® (HEALing) Communities Study developed the Communities That HEAL (CTH) intervention to reduce opioid overdose deaths in 67 communities in Kentucky, Ohio, New York, and Massachusetts through the implementation of evidence-based practices (EBPs), including BHS. This paper compares the rate of individuals receiving outpatient BHS in Wave 1 intervention communities (n = 34) to waitlisted Wave 2 communities (n = 33). METHODS: Medicaid data included individuals ≥18 years of age receiving any of five BHS categories: intensive outpatient, outpatient, case management, peer support, and case management or peer support. Negative binomial regression models estimated the rate of receiving each BHS for Wave 1 and Wave 2. Effect modification analyses evaluated changes in the effect of the CTH intervention between Wave 1 and Wave 2 by research site, rurality, age, sex, and race/ethnicity. RESULTS: No significant differences were detected between intervention and waitlisted communities in the rate of individuals receiving any of the five BHS categories. None of the interaction effects used to test the effect modification were significant. CONCLUSIONS: Several factors should be considered when interpreting results-no significant intervention effects were observed through Medicaid claims data, the best available data source but limited in terms of capturing individuals reached by the intervention. Also, the 12-month evaluation window may have been too brief to see improved outcomes considering the time required to stand-up BHS. TRIAL REGISTRATION: Clinical Trials.gov http://www. CLINICALTRIALS: gov: Identifier: NCT04111939.


Assuntos
Terapia Comportamental , Transtornos Relacionados ao Uso de Opioides , Humanos , Feminino , Masculino , Adulto , Transtornos Relacionados ao Uso de Opioides/terapia , Pessoa de Meia-Idade , Terapia Comportamental/métodos , Listas de Espera , Estados Unidos/epidemiologia , Medicaid , Adulto Jovem
13.
PLOS Digit Health ; 3(4): e0000484, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38620037

RESUMO

Few studies examining the patient outcomes of concurrent neurological manifestations during acute COVID-19 leveraged multinational cohorts of adults and children or distinguished between central and peripheral nervous system (CNS vs. PNS) involvement. Using a federated multinational network in which local clinicians and informatics experts curated the electronic health records data, we evaluated the risk of prolonged hospitalization and mortality in hospitalized COVID-19 patients from 21 healthcare systems across 7 countries. For adults, we used a federated learning approach whereby we ran Cox proportional hazard models locally at each healthcare system and performed a meta-analysis on the aggregated results to estimate the overall risk of adverse outcomes across our geographically diverse populations. For children, we reported descriptive statistics separately due to their low frequency of neurological involvement and poor outcomes. Among the 106,229 hospitalized COVID-19 patients (104,031 patients ≥18 years; 2,198 patients <18 years, January 2020-October 2021), 15,101 (14%) had at least one CNS diagnosis, while 2,788 (3%) had at least one PNS diagnosis. After controlling for demographics and pre-existing conditions, adults with CNS involvement had longer hospital stay (11 versus 6 days) and greater risk of (Hazard Ratio = 1.78) and faster time to death (12 versus 24 days) than patients with no neurological condition (NNC) during acute COVID-19 hospitalization. Adults with PNS involvement also had longer hospital stay but lower risk of mortality than the NNC group. Although children had a low frequency of neurological involvement during COVID-19 hospitalization, a substantially higher proportion of children with CNS involvement died compared to those with NNC (6% vs 1%). Overall, patients with concurrent CNS manifestation during acute COVID-19 hospitalization faced greater risks for adverse clinical outcomes than patients without any neurological diagnosis. Our global informatics framework using a federated approach (versus a centralized data collection approach) has utility for clinical discovery beyond COVID-19.

14.
JAMA Netw Open ; 7(2): e240132, 2024 Feb 05.
Artigo em Inglês | MEDLINE | ID: mdl-38386322

RESUMO

Importance: Buprenorphine significantly reduces opioid-related overdose mortality. From 2002 to 2022, the Drug Addiction Treatment Act of 2000 (DATA 2000) required qualified practitioners to receive a waiver from the Drug Enforcement Agency to prescribe buprenorphine for treatment of opioid use disorder. During this period, waiver uptake among practitioners was modest; subsequent changes need to be examined. Objective: To determine whether the Communities That HEAL (CTH) intervention increased the rate of practitioners with DATA 2000 waivers and buprenorphine prescribing. Design, Setting, and Participants: This prespecified secondary analysis of the HEALing Communities Study, a multisite, 2-arm, parallel, community-level, cluster randomized, open, wait-list-controlled comparison clinical trial was designed to assess the effectiveness of the CTH intervention and was conducted between January 1, 2020, to December 31, 2023, in 67 communities in Kentucky, Massachusetts, New York, and Ohio, accounting for approximately 8.2 million adults. The participants in this trial were communities consisting of counties (n = 48) and municipalities (n = 19). Trial arm randomization was conducted using a covariate constrained randomization procedure stratified by state. Each state was balanced by community characteristics including urban/rural classification, fatal opioid overdose rate, and community population. Thirty-four communities were randomized to the intervention and 33 to wait-list control arms. Data analysis was conducted between March 20 and September 29, 2023, with a focus on the comparison period from July 1, 2021, to June 30, 2022. Intervention: Waiver trainings and other educational trainings were offered or supported by the HEALing Communities Study research sites in each state to help build practitioner capacity. Main Outcomes and Measures: The rate of practitioners with a DATA 2000 waiver (overall, and stratified by 30-, 100-, and 275-patient limits) per 100 000 adult residents aged 18 years or older during July 1, 2021, to June 30, 2022, were compared between the intervention and wait-list control communities. The rate of buprenorphine prescribing among those waivered practitioners was also compared between the intervention and wait-list control communities. Intention-to-treat and per-protocol analyses were performed. Results: A total of 8 166 963 individuals aged 18 years or older were residents of the 67 communities studied. There was no evidence of an effect of the CTH intervention on the adjusted rate of practitioners with a DATA 2000 waiver (adjusted relative rate [ARR], 1.04; 95% CI, 0.94-1.14) or the adjusted rate of practitioners with a DATA 2000 waiver who actively prescribed buprenorphine (ARR, 0.97; 95% CI, 0.86-1.10). Conclusions and Relevance: In this randomized clinical trial, the CTH intervention was not associated with increases in the rate of practitioners with a DATA 2000 waiver or buprenorphine prescribing among those waivered practitioners. Supporting practitioners to prescribe buprenorphine remains a critical yet challenging step in the continuum of care to treat opioid use disorder. Trial Registration: ClinicalTrials.gov Identifier: NCT04111939.


Assuntos
Buprenorfina , Overdose de Opiáceos , Transtornos Relacionados ao Uso de Opioides , Adulto , Humanos , Buprenorfina/uso terapêutico , Análise de Dados , Escolaridade , Intenção , Transtornos Relacionados ao Uso de Opioides/tratamento farmacológico , Adolescente , Estudos Multicêntricos como Assunto , Ensaios Clínicos Controlados Aleatórios como Assunto
15.
J Rural Health ; 39(2): 347-354, 2023 03.
Artigo em Inglês | MEDLINE | ID: mdl-36333992

RESUMO

PURPOSE: The opioid crisis remains a major public health concern in the United States. Naloxone is used to reverse opioid overdoses. This study examined Medicaid expansion on naloxone prescriptions in retail pharmacies in metropolitan (metro) and nonmetropolitan (nonmetro) areas (2011-2017). METHODS: We used population average models to evaluate the association of Medicaid expansion at the state level on the number of naloxone prescriptions dispensed and the percentage paid by Medicaid, including adjustment for opioid-related and state-level policy covariates. Difference-in-difference modeling was performed as a sensitivity analysis. FINDINGS: States that expanded Medicaid had higher unadjusted naloxone dispensing rates and Medicaid-paid percentage of naloxone in metro and nonmetro areas. Medicaid expansion was not associated with the number of naloxone dispensed in either metro (adjusted rate ratio (ARR) = 1.26, 95% CI: [0.80, 1.97]) or nonmetro (ARR = 0.67, 95% CI: [0.37, 1.19]) areas after covariate adjustment. In metro areas, Medicaid expansion was associated with a significant increase of 3.86 percentage points (95% CI: [0.09, 7.63]) in the Medicaid-paid percentage of naloxone dispensing compared to nonexpansion states, but this association was not significant in nonmetro areas. There was also a significant time by Medicaid expansion interaction on the Medicaid-paid percentage of naloxone dispensed (metro: estimate = 0.74, 95% CI: [0.36, 1.12]; nonmetro: estimate = 0.68, 95% CI: [0.17, 1.18]). CONCLUSIONS: Medicaid expansion increased naloxone access by increasing the Medicaid-paid percentage of naloxone prescriptions in metro areas. States with Medicaid expansion had a faster rate of increase in the Medicaid-paid percentage of naloxone than states without Medicaid expansion in nonmetro areas.


Assuntos
Medicaid , Naloxona , Humanos , Estados Unidos , Naloxona/uso terapêutico , Analgésicos Opioides , Saúde Pública , Epidemia de Opioides
16.
Drug Alcohol Depend ; 242: 109710, 2023 01 01.
Artigo em Inglês | MEDLINE | ID: mdl-36469995

RESUMO

BACKGROUND: Kentucky has one of the highest opioid overdose mortality rates in the United States. Accurate estimates of people with opioid use disorder (OUD) are critical to plan for the scope of interventions required to reduce overdose and opioid misuse. Commonly used household surveys are known to underestimate OUD at the state-level and do not provide county-level estimates. METHODS: We performed a multi-sample capture-recapture analysis to estimate OUD prevalence in Kentucky in 2018 and 2019. We utilized four statewide datasets that were linked at the individual level: 1) Registry of Vital Statistics, 2) Emergency Medical Services (EMS), 3) Kentucky's Prescription Drug Monitoring Program (PDMP), and 4) Kentucky Medicaid. We included persons aged 18-64 years who resided in Kentucky between 2018 and 2019. We identified individuals with administrative data consistent with OUD in each of the datasets, including a fatal opioid-involved overdose (Vital Statistics), EMS runs for suspected opioid overdose, receipt of buprenorphine for OUD treatment (PDMP), or Medicaid claims for OUD. Observed and estimated counts of OUD cases and prevalence of OUD among the adult population in Kentucky. RESULTS: The estimated statewide OUD prevalence was 5.5 % and 5.9 % for 2018 and 2019, respectively, ranging from 1.3 % to 17.7 % across Kentucky counties. As expected, counties with the highest OUD rates were Appalachian counties (eastern area) of the state. CONCLUSIONS: Our analysis reveals a substantially larger proportion of KY residents have OUD than previously estimated. Our approach offers a model for states needing county-level estimates of OUD.


Assuntos
Overdose de Drogas , Overdose de Opiáceos , Transtornos Relacionados ao Uso de Opioides , Adulto , Humanos , Estados Unidos , Kentucky , Prevalência , Overdose de Opiáceos/tratamento farmacológico , Transtornos Relacionados ao Uso de Opioides/tratamento farmacológico , Analgésicos Opioides/uso terapêutico , Overdose de Drogas/epidemiologia
17.
Am J Prev Med ; 64(4): 483-491, 2023 04.
Artigo em Inglês | MEDLINE | ID: mdl-36496279

RESUMO

INTRODUCTION: Since 2017, a total of 10 states have mandated naloxone coprescribing intended to prevent fatal opioid overdoses. This study aims to assess the association between naloxone coprescribing/offering mandates and opioid-involved overdose deaths on the basis of the opioid type. METHODS: Data on overdose deaths from 1999 to 2020 came from the National Center for Health Statistics CDC WONDER Online Database. This study examined deaths stratified by illicit/synthetic opioids and prescription/treatment opioids. Difference-in-difference negative binomial regression models estimated average marginal effects and 95% CIs. Covariates included opioid dispensing rate, Good Samaritan law, pharmacy-based naloxone access law, mandatory use of prescription drug monitoring program, and recreational cannabis dispensaries. Data collection and analysis were conducted in 2022. RESULTS: Ten states implemented naloxone coprescribing/offering mandates during the period. Coprescribing/offering mandates significantly reduced the number of prescription/treatment overdose deaths by 8.61 per state per quarter (95% CI= -15.13, -2.09), a 16% reduction from the counterfactual estimates. Coprescribing/offering mandates did not significantly impact illicit/synthetic overdose deaths (average marginal effect=0.32; 95% CI= -18.27, 18.91). CONCLUSIONS: Coprescribing/offering mandates prevent overdose deaths for its target population, individuals using prescription/treatment opioids. These mandates do not appear to impact populations using illicit/synthetic opioids; thus, expanded efforts are needed to reach these individuals.


Assuntos
Overdose de Drogas , Overdose de Opiáceos , Humanos , Estados Unidos/epidemiologia , Naloxona , Analgésicos Opioides/uso terapêutico , Overdose de Drogas/tratamento farmacológico , Overdose de Drogas/prevenção & controle , Overdose de Drogas/epidemiologia , Prescrições , Antagonistas de Entorpecentes
18.
J Opioid Manag ; 19(7): 73-81, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37879662

RESUMO

OBJECTIVE: To describe the process of establishing a Methadone Central Registry (MCR) as part of the HEALing (Helping to End Addiction Long-termSM) Communities Study (HCS) and to support recommendations with evidence of its functionality relative to Medicaid claims data for monitoring utilization of methadone, an evidence-based treatment for opioid use disorder. DESIGN AND PARTICIPANTS: The manuscript authors were active participants in establishing the MCR and include representation from state government, Opioid Treatment Programs (OTPs), and HCS university partners. Secondary data were obtained from Kentucky's (KY's) MCR and Medicaid claims from July 2020 through June 2021. The functionality of data obtained from the MCR, as measured by data completeness and timeliness, is compared with Medicaid claims, the current standard. MAIN OUTCOMES: Central registry and Medicaid data were each aggregated statewide and at the HCS-KY county level. Dual levels of analysis were selected to inform stakeholders at the study and state levels. Descriptive statistics were calculated for the number of patients in methadone treatment. RESULTS: Statewide, the MCR provided a daily record of all individuals receiving methadone through an OTP within 72 hours. In contrast, Medicaid claims processing lagged 9 months and captured 57-62 percent of patients in the MCR. CONCLUSIONS: Replacing a fax-based system, an MCR meets the converging need of providers, regulatory authorities, and researchers to monitor utilization, patient dual enrollment, and treatment outcomes. Implementation strategies included key stakeholder engagement, state partner leadership, training, and federal funding. Adoption of an MCR is recommended.

19.
Artigo em Inglês | MEDLINE | ID: mdl-36643788

RESUMO

Background: Expanding access to naloxone is one of the most impactful interventions in decreasing opioid-related mortality. However, state distribution rates of naloxone are insufficient to meet community need. The current study sought to better understand this gap by focusing on state policies that may facilitate or impede naloxone distribution in four states highly impacted by fatal opioid overdoses - Kentucky, Massachusetts, New York, and Ohio. Methods: We provide a descriptive analysis of the policy landscape impacting naloxone distribution through pharmacy and community channels in the four states participating in the HEALing Communities Study (HCS). Publicly available data and the expertise of the research team were used to describe each state's naloxone access laws (NALs), Medicaid coverage of naloxone, and community overdose education and naloxone distribution infrastructure. Data presented in this study represent the most current policy landscape through September 2022. Results: Variation exists between specific components of the NALs of each state, the structure of Medicaid coverage of naloxone, and the community distribution infrastructure networks. Massachusetts and New York have a statewide standing order, but other states use different strategies short of a statewide standing order to expand access to naloxone. Quantity limits specific to naloxone may limit access to Medicaid beneficiaries in some states. Conclusion: States participating in the HCS have developed innovative but different mechanisms to ensure naloxone access. Policies were dynamic and moved towards greater access. Research should consider the policy landscape in the implementation and sustainability of interventions as well as the analysis of outcomes.

20.
Drug Alcohol Depend Rep ; 7: 100164, 2023 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-37234704

RESUMO

Background: In 2021, the Department of Health and Human Services released guidelines allowing waiver-eligible providers seeking to treat up to 30 patients to be exempt from waiver training (WT) and the counseling and other ancillary services (CAS) attestation. This study evaluates if states and the District of Columbia had more restrictive policies preventing adoption of the 2021 federal guidelines. Methods: First, the Westlaw database was searched for buprenorphine regulations. Second, state medical, osteopathic, physician assistant, nursing boards, and single state agencies (SSA) were surveyed to assess for the WT and CAS requirements and if they were discussing the 2021 guidelines. Results were recorded and compared by state and waiver-eligible provider types. Results: The Westlaw search revealed seven states with regulations requiring the WT and ten states requiring CAS. Survey results showed ten state boards/SSAs required WT for at least one waiver-eligible practitioner type and eleven state boards/SSAs required CAS. In some states, the WT and CAS requirements only applied in special circumstances. Eleven states had discrepancies between the Westlaw and survey results among three waiver-eligible provider types. Conclusions: Despite the 2021 federal change intended to increase access to buprenorphine, several states had regulations and/or provider boards and SSAs that were not supportive. Now, the Mainstreaming Addiction Treatment (MAT) Act of 2022 eliminated the federal x-waiver requirement to prescribe buprenorphine. However, these states may continue to have barriers to treatment access despite the MAT Act. Strategies to engage states with these restrictive policies are needed to improve buprenorphine treatment capacity.

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