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1.
Health Aff Sch ; 2(1): qxad081, 2024 Jan.
Article in English | MEDLINE | ID: mdl-38756394

ABSTRACT

State policymakers have long sought to improve access to mental health and substance use disorder (MH/SUD) treatment through insurance market reforms. Examining decisions made by innovative policymakers ("policy entrepreneurs") can inform the potential scope and limits of legislative reform. Beginning in 2022, New Mexico became the first state to eliminate cost-sharing for MH/SUD treatment in private insurance plans subject to state regulation. Based on key informant interviews (n = 30), this study recounts the law's passage and intended impact. Key facilitators to the law's passage included receptive leadership, legislative champions with medical and insurance backgrounds, the use of local research evidence, advocate testimony, support from health industry figures, the severity of MH/SUD, and increased attention to MH/SUD during the COVID-19 pandemic. Findings have important implications for states considering similar laws to improve access to MH/SUD treatment.

2.
J Subst Use Addict Treat ; 163: 209363, 2024 Apr 18.
Article in English | MEDLINE | ID: mdl-38641055

ABSTRACT

INTRODUCTION: Despite Medicaid's outsized role in delivering and financing medications for opioid use disorder (MOUD), little is known about the extent to which buprenorphine prescriber networks vary across Medicaid health plans, and whether network characteristics affect quality of treatment received. In this observational cross-sectional study, we used 2018-2019 Medicaid claims in Oregon to assess network variation in the numbers and types of buprenorphine prescribers, as well as the association of prescriber and network characteristics with quality of care. METHODS: We describe prescribers (MD/DOs and advanced practice providers) of OUD-approved buprenorphine formulations to patients with an OUD diagnosis, across networks. For each patient who initiated buprenorphine treatment during 2018, we assigned a "usual prescriber" and assessed four measures of quality in the 180d following initiation: 1) continuous receipt of buprenorphine; 2) receipt of any behavioral health counseling services; 3) receipt of any urine drug screen; and 4) receipt of any prescription for a benzodiazepine. We used multivariable linear regressions to examine the association of prescriber and network characteristics with quality of buprenorphine care following initiation. RESULTS: We identified 645 providers who prescribed buprenorphine to 20,739 eligible Medicaid enrollees with an OUD diagnosis. The composition of buprenorphine prescriber networks varied in terms of licensing type, specialty, and panel size, with the majority of prescribers providing buprenorphine to small panels of patients. In the 180 days following initiation, a third of patients were maintained on buprenorphine; 69.9 % received behavioral health counseling; 88.4 % had a urine drug screen; and 11.3 % received a benzodiazepine prescription. In regression analyses, while no single network characteristic was associated with higher quality across all examined measures, each one unit increase in prescriber-to-enrollee ratio was associated with a 1.18 p.p. increase in the probability of continuous buprenorphine maintenance during the 180 days following initiation (95 % confidence interval = [0.21, 2.15], p = 0.017). CONCLUSIONS: Medicaid plans may be able to leverage their networks to provide higher quality care. Our findings, which should be interpreted as descriptive only, suggest that higher prescriber-to-enrollee ratio is associated with increased buprenorphine maintenance. Future research should focus on isolating the causal relationships between MOUD prescribing network design and patient outcomes.

3.
Drug Alcohol Depend ; 259: 111290, 2024 Jun 01.
Article in English | MEDLINE | ID: mdl-38678682

ABSTRACT

BACKGROUND: We examined the number and characteristics of high-volume buprenorphine prescribers and the nature of their buprenorphine prescribing from 2009 to 2018. METHODS: In this observational cohort study, IQVIA Real World retail pharmacy claims data were used to characterize trends in high-volume buprenorphine prescribers (clinicians with a mean of 30 or more active patients in every month that they were an active prescriber) during 2009-2018. Very high-volume prescribing (mean of 100+ patients per month) was also examined. RESULTS: Overall, 94,491 clinicians prescribed buprenorphine dispensed during 2009-2018. The proportion of active prescribers meeting high-volume criteria increased from 7.4 % in 2009 to 16.7 % in 2018. High-volume prescribers accounted for 80 % of dispensed buprenorphine prescriptions during 2009-2018; very high-volume prescribers accounted for 26 %. Adult primary care physicians consistently comprised the majority of high-volume prescribers. Addiction specialists were much more likely to be high-volume prescribers compared to other specialties, including psychiatrists and pain specialists. By 2018, the proportion of prescriptions from high-volume prescribers paid by Medicaid had doubled to 40 %, accompanied by a decline in both self-pay and commercial insurance. High-volume prescribers were overwhelmingly concentrated in urban counties with the highest fatal overdose rates. In 2018, the highest density of high-volume prescribers was in New England and the mid-Atlantic region. CONCLUSIONS: Growth in high-volume prescribers outpaced the overall growth in buprenorphine prescribers across 2009-2018. High-volume prescribers play an increasingly central role in providing medication for OUD in the U.S., yet results indicate key regional variation in the availability of high-volume buprenorphine prescribers.


Subject(s)
Buprenorphine , Opiate Substitution Treatment , Opioid-Related Disorders , Practice Patterns, Physicians' , Buprenorphine/therapeutic use , Humans , Opioid-Related Disorders/drug therapy , Opioid-Related Disorders/epidemiology , Opiate Substitution Treatment/trends , Practice Patterns, Physicians'/trends , Adult , Male , Female , Middle Aged , United States , Cohort Studies , Drug Prescriptions/statistics & numerical data , Narcotic Antagonists/therapeutic use , Analgesics, Opioid/therapeutic use
4.
JAMA Health Forum ; 5(3): e240198, 2024 Mar 01.
Article in English | MEDLINE | ID: mdl-38517423

ABSTRACT

Importance: On January 1, 2022, New Mexico implemented a No Behavioral Cost-Sharing (NCS) law that eliminated cost-sharing for mental health and substance use disorder (MH/SUD) treatments in plans regulated by the state, potentially reducing a barrier to treatment for MH/SUDs among the commercially insured; however, the outcomes of the law are unknown. Objective: To assess the association of implementation of the NCS with out-of-pocket spending for prescription for drugs primarily used to treat MH/SUDs and monthly volume of dispensed drugs. Design, Settings, and Participants: This retrospective cohort study used a difference-in-differences research design to examine trends in outcomes for New Mexico state employees, a population affected by the NCS, compared with federal employees in New Mexico who were unaffected by NCS. Data were collected on prescription drugs for MH/SUDs dispensed per month between January 2021 and June 2022 for New Mexico patients with a New Mexico state employee health plan and New Mexico patients with a federal employee health plan. Data analysis occurred from December 2022 to January 2024. Exposure: Enrollment in a state employee health plan or federal health plan. Main Outcomes and Measures: The primary outcomes were mean patient out-of-pocket spending per dispensed MH/SUD prescription and the monthly volume of dispensed MH/SUD prescriptions per 1000 employees. A difference-in-differences estimation approach was used. Results: The implementation of the NCS law was associated with a mean (SE) $6.37 ($0.30) reduction (corresponding to an 85.6% decrease) in mean out-of-pocket spending per dispensed MH/SUD medication (95% CI, -$7.00 to -$5.75). The association of implementation of NCS with the volume of prescriptions dispensed was not statistically significant. Conclusions and Relevance: These findings suggest that the implementation of the New Mexico NCS law was successful in lowering out-of-pocket spending on prescription medications for MH/SUDs, but that there was no association of NCS with the volume of medications dispensed in the first 6 months after implementation. A key challenge is to identify policies that protect from high out-of-pocket spending while also promoting access to needed care.


Subject(s)
Prescription Drugs , Substance-Related Disorders , Humans , Prescription Drugs/therapeutic use , Retrospective Studies , Cost Sharing , Health Expenditures , Substance-Related Disorders/drug therapy , Health Care Costs
5.
J Subst Use Addict Treat ; 161: 209356, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38548061

ABSTRACT

INTRODUCTION: The crisis of drug-related harm in the United States continues to worsen. While prescription-related overdoses have fallen dramatically, they are still far above pre-2010 levels. Physicians can reduce the risk of overdose and other drug-related harms by improving opioid prescribing practices and ensuring that patients are able to easily access medications for substance use disorder treatment. Most physicians received little or no training in those subjects in medical school. It is possible that continuing medical education can improve physician knowledge of appropriate prescribing and substance use disorder treatment and patient outcomes. METHODS: Descriptive legal review. Laws in all 50 states and the District of Columbia were searched for provisions that require all or most physicians to receive either one-time or continuing medical education regarding controlled substance prescribing, pain management, or substance use disorder treatment. RESULTS: There has been a rapid increase in the number of states with relevant requirements, from three states at the end of 2010 to 42 at the end of 2020. The frequency and duration of required education varied substantially across states. In all states, the number of hours required in relevant topics is a small fraction of overall required continuing education, an average of 1 h per year. Despite recent shifts in the substances driving overdose, most requirements remain focused on opioids. CONCLUSION: While most states have now adopted continuing education requirements regarding controlled substance prescribing, pain management, or substance use disorder treatment, these requirements comprise a small component of the required post-training education requirements. Research is needed to determine whether this training translates into reductions in drug-related harm.


Subject(s)
Education, Medical, Continuing , Humans , United States , Practice Patterns, Physicians'/standards , Analgesics, Opioid/adverse effects , Analgesics, Opioid/therapeutic use , Physicians , Pain Management/methods , Substance-Related Disorders/epidemiology , Substance-Related Disorders/prevention & control , Substance-Related Disorders/therapy
6.
Subst Use Addctn J ; 45(1): 91-100, 2024 Jan.
Article in English | MEDLINE | ID: mdl-38258853

ABSTRACT

BACKGROUND: West Virginia entered an institution for mental disease Section 1115 waiver with the Centers for Medicare & Medicaid Services in 2018, which allowed Medicaid to cover methadone at West Virginia's nine opioid treatment programs (OTPs) for the first time. METHODS: We conducted time trend and geospatial analyses of Medicaid enrollees between 2016 and 2019 to examine medications for opioid use disorder utilization patterns following Medicaid coverage of methadone, focusing on distance to an OTP as a predictor of initiating methadone and conditional on receiving any, longer treatment duration. RESULTS: Following Medicaid coverage of methadone in 2018, patients receiving methadone comprised 9.5% of all Medicaid enrollees with an opioid use disorder (OUD) diagnosis and 10.6% in 2019 (P < 0.01). In 2018, two-thirds of methadone patients either had no prior OUD diagnosis or were not previously enrolled in Medicaid in our observation period. Patients residing within 20 miles of an OTP were more likely to receive methadone (marginal effect [ME]: -0.041, P < 0.001). Similarly, patients residing in metropolitan areas were more likely to receive treatment than those residing in nonmetropolitan areas (ME: -0.019, P < 0.05). Metropolitan patients traveled an average of 15 miles to an OTP; nonmetropolitan patients traveled more than twice as far (P < 0.001). We found no significant association between distance and treatment duration. CONCLUSIONS: West Virginia Medicaid's new methadone coverage was associated with an influx of new enrollees with OUD, many of whom had no previous OUD diagnosis or prior Medicaid enrollment. Methadone patients frequently traveled far distances for treatment, suggesting that the state needs additional OTPs and innovative methadone delivery models to improve availability.


Subject(s)
Methadone , Opioid-Related Disorders , Aged , United States/epidemiology , Humans , Methadone/therapeutic use , Medicaid , West Virginia/epidemiology , Medicare , Opioid-Related Disorders/drug therapy , Analgesics, Opioid/therapeutic use
7.
Subst Use Addctn J ; 45(2): 278-291, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38288697

ABSTRACT

BACKGROUND: Buprenorphine is among the most effective treatments for opioid use disorder. Even though the federal government recently eliminated the waiver requirement and patient limits applicable to office-based buprenorphine treatment (OBBT), among other settings, some states may still have policies imposing requirements on OBBT providers not required by federal law. METHODS: We collected statutes and regulations from 50 US states and the District of Columbia (ie, 51 jurisdictions) between August 11 and November 30, 2022 using the Nexis Uni legal database and search terms related to OBBT counseling, dosage, and/or frequency of visits. We then used template analysis, a mixed deductive-inductive qualitative method, to analyze legal content. RESULTS: Ten jurisdictions (20%) in 2022 had an OBBT counseling, dosage, and/or visit frequency requirement. Four jurisdictions had at least one law in each OBBT policy category examined. One-fifth of jurisdictions have OBBT policies not required under federal law. Five of these jurisdictions are among those with the highest overdose death rates per capita, according to publicly available data from 2021. Some OBBT requirements could potentially limit clinician interest in offering buprenorphine treatment or result in inadequate care (eg, if dosage limitations are too low.). CONCLUSIONS: Even though a federal waiver is no longer required for OBBT, our results suggests that at least some jurisdictions have other OBBT requirements, such as counseling, dosage, and/or frequency requirements. Given the severity of the ongoing opioid overdose crisis, policymakers should carefully consider the extent to which OBBT requirements are evidence based.


Subject(s)
Buprenorphine , Drug Overdose , Opioid-Related Disorders , Humans , Opioid-Related Disorders/drug therapy , Opiate Substitution Treatment/methods , Counseling , Drug Overdose/drug therapy
8.
J Addict Med ; 18(2): 129-137, 2024.
Article in English | MEDLINE | ID: mdl-38039084

ABSTRACT

OBJECTIVES: The aim of this study was to examine expert views on the effectiveness and implementability of state policies to improve engagement and retention in treatment for opioid use disorder (OUD). METHODS: We conducted a 3-round modified Delphi process using the online ExpertLens platform. Participants included 66 experts on OUD treatment policies. Experts commented on 14 hypothetical state policies targeting treatment engagement and quality of care. Using the GRADE Evidence-to-Decision framework, we conducted reflexive thematic analysis to develop patterns of meaning from the dataset. RESULTS: Only policies for providing continued access to evidence-based treatment for highly at-risk populations, settings, and periods were seen as effective in meaningfully reducing population-level opioid-related overdose mortality. Experts commented that, although the general public increasingly supports policies expanding medications for OUD and evidence-based care, ongoing stigma about OUD encourages public acceptance of punitive and paternalistic policies. Experts viewed all policies as at least moderately feasible given the current infrastructure and resources, with affordability reliant on long-term cost savings from reduced opioid-related harms. Equitability depended on whether experts perceived a policy as inherently equitable in its design as well as concerns about the potential for inequitable implementation due to structural oppression and interpersonal biases in criminal-legal, healthcare, and other systems. CONCLUSIONS: Experts believe that supportive (rather than punitive) policies improve engagement and retention in OUD treatment. States could prioritize implementing supportive policies that are patient-centered and take a harm-reduction approach to enhance medications for OUD access and utilization. States could consider deimplementing punitive policies that are coercive, take an abstinence-only approach, and use punitive and restrictive measures.


Subject(s)
Opiate Overdose , Opioid-Related Disorders , Humans , Analgesics, Opioid/therapeutic use , Opiate Substitution Treatment , Opioid-Related Disorders/drug therapy , Policy , Risk Factors
9.
Med Care Res Rev ; 81(2): 145-155, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38160405

ABSTRACT

We described Medicaid-insured women by receipt of perinatal opioid use disorder (OUD) treatment; and trends and disparities in treatment. Using 2007 to 2012 Medicaid Analytic eXtract data from 45 states and D.C., we identified deliveries among women with OUD. Regressions modeled the association between patient characteristics and receipt of any OUD treatment, medication for OUD (MOUD), and counseling alone during the perinatal period. Rates of any OUD treatment and MOUD for women with perinatal OUD increased over the study period, but trends differed by subgroup. Compared with non-Hispanic White women, Black and American Indian/Alaskan Native (AI/AN) women were less likely to receive any OUD treatment, and Black women were less likely to receive MOUD. Over time, the disparity in receipt of MOUD between Black and White women increased. Overall gains in OUD treatment were driven by improvements in perinatal OUD care for White women and obscured disparities for Black and AI/AN women.


Subject(s)
Buprenorphine , Opioid-Related Disorders , Female , Humans , Pregnancy , Black or African American , Buprenorphine/therapeutic use , Hispanic or Latino , Medicaid , Opiate Substitution Treatment , Opioid-Related Disorders/drug therapy , United States , White , American Indian or Alaska Native
10.
J Addict Med ; 17(6): 654-661, 2023.
Article in English | MEDLINE | ID: mdl-37934525

ABSTRACT

OBJECTIVES: This study aimed to better understand receipt of perinatal and emergency care among women with perinatal opioid use disorder (OUD) and explore variation by race/ethnicity. METHODS: We used 2007-2012 Medicaid Analytic eXtract (MAX) data from all 50 states and the District of Columbia to examine 6,823,471 deliveries for women 18 to 44 years old. Logistic regressions modeled the association between (1) OUD status and receipt of perinatal and emergency care, and (2) receipt of perinatal and emergency care and race/ethnicity, conditional on OUD diagnosis and controlling for patient and county characteristics. We used robust SEs, clustered at the individual level, and included state and year fixed effects. RESULTS: Women with perinatal OUD were less likely to receive adequate prenatal care (adjusted odds ratio [aOR], 0.45; 95% confidence interval [CI], 0.44-0.46) and attend the postpartum visit (aOR, 0.46; 95% CI, 0.45-0.47) and more likely to seek emergency care (aOR, 1.48; 95% CI, 1.45-1.51) than women without perinatal OUD. Among women with perinatal OUD, Black, Hispanic, and American Indian and Alaskan Native (AI/AN) women were less likely to receive adequate prenatal care (aOR, 0.68 [95% CI, 0.64-0.72]; aOR, 0.86 [95% CI, 0.80-0.92]; aOR, 0.71 [95% CI, 0.64-0.79]) and attend the postpartum visit (aOR, 0.85 [95% CI, 0.80-0.91]; aOR, 0.86 [95% CI, 0.80-0.93]; aOR, 0.83 [95% CI, 0.73-0.94]) relative to non-Hispanic White women. Black and AI/AN women were also more likely to receive emergency care (aOR, 1.13 [95% CI, 1.05-1.20]; aOR, 1.12 [95% CI, 1.00-1.26]). CONCLUSIONS: Our findings suggest that women with perinatal OUD, in particular Black, Hispanic, and AI/AN women, may be missing opportunities for preventive care and comprehensive management of their physical and behavioral health during pregnancy.


Subject(s)
Emergency Medical Services , Opioid-Related Disorders , United States , Pregnancy , Female , Humans , Adolescent , Young Adult , Adult , Medicaid , Postpartum Period , Prenatal Care
11.
Health Serv Res ; 2023 Nov 20.
Article in English | MEDLINE | ID: mdl-37985435

ABSTRACT

OBJECTIVES: To analyze relationships between Medicaid automatic enrollment for child Supplemental Security Income (SSI) recipients and health insurance coverage during transitions. DATA SOURCES AND STUDY SETTING: Medical Expenditure Panel Study, 2000-2020 and National Survey for Children with Special Health Care Needs, 2001-2010. STUDY DESIGN: Leveraging variation in SSI-Medicaid automatic enrollment status across regions and over time, we estimate a regression model to quantify associations between automatic enrollment and insurance coverage. We validate our findings in the NS-CSHCN. DATA COLLECTION: Our sample includes children receiving SSI for a disability. We also analyze a subsample of children newly enrolled in SSI. PRINCIPAL FINDINGS: Automatic enrollment is associated with a statistically significant increase in insurance coverage. Expanding automatic enrollment to all states is associated with increases in Medicaid enrollment of 3% (CI 0.9%-6.7%) among all SSI children and 7% (CI 1.1%-13.9%) among children newly enrolled in SSI. We find similar decreases in uninsurance. Analysis in the NS-CSHCN replicates these findings. CONCLUSIONS: Medicaid automatic enrollment policies are associated with increased insurance coverage for SSI children, particularly those transitioning into the program. Medicaid policy defaults could play an important role in reducing administrative burdens to improve children's coverage and access to care.

12.
Drug Alcohol Depend Rep ; 9: 100193, 2023 Dec.
Article in English | MEDLINE | ID: mdl-37876376

ABSTRACT

Background: Although use of buprenorphine for treating opioid use disorder increased over the past decade, buprenorphine utilization remains limited in lower-income and rural areas. We examine how the Affordable Care Act Medicaid expansion influenced buprenorphine initiation rates by county income and evaluate how associations differ by county rural-urban status. Methods: This study used nationwide 2009-2018 IQVIA retail pharmacy data and a comparative interrupted time series framework-a hybrid framework combining regression discontinuity and difference-in-difference approaches. We used piecewise linear estimation to quantify changes in buprenorphine initiation rates before and after Medicaid expansion. Results: The sample included observations from 376,704 county-months. We identified 5,227,340 new buprenorphine treatment episodes, with an average of 9.2 new buprenorphine episodes per month per 100,000 county residents. Among urban counties, those with the lowest median incomes experienced significantly larger increases in buprenorphine initiation rates associated with Medicaid expansion than counties with higher median incomes (5-year rates difference est=3525.3, se=1695.3, p = 0.04). However, among rural counties, there was no significant association between buprenorphine initiation rates and county median income after Medicaid expansion (5-year rates difference est=979.0, se=915.8, p = 0.29). Conclusions: Medicaid expansion was associated with a reduction in income-related buprenorphine disparities in urban counties, but not in rural counties. To achieve more equitable buprenorphine access, future policies should target low-income rural areas.

13.
Drug Alcohol Depend ; 252: 110959, 2023 11 01.
Article in English | MEDLINE | ID: mdl-37734281

ABSTRACT

BACKGROUND: The COVID-19 pandemic led several states to adopt policies permitting the delivery of substance use disorder treatment (SUDT) by telehealth. We assess the impact of state-level telehealth policies in 2020 that specifically permitted audio or audiovisual forms of telehealth offerings among SUDT facilities. PROCEDURE: Cross-sectional analysis of secondary data from between 2019 and 2022. Pre-pandemic, federal law permitted states to allow audiovisual telehealth modes for SUDT to a limited extent. 2020 laws permitted states to allow audio-only modes for the first time and strengthened ability to offer audiovisual modes. We compared national SUDT facility self-reported telehealth offerings in 2020 and beyond to 2019, in states that in 2020 had policies permitting audiovisual and audio only, compared to other states. MAIN FINDINGS: Among outpatient SUDT facilities (n = 5227) present in all four years of our data, the proportion offering telehealth increased from 18% (n = 921) in 2019-26% in 2020, 60% in 2021, and 79% in 2022. We estimate an audiovisual and audio only policy in 2020 was associated with an increase in telehealth offering rates in 2022 of +16.5% points (pp) (95% CI [+10.4,+22.6]) compared to the rates in states with no such listed policy. There was little evidence of an influence on telehealth offering in 2020 (-2.9 pp, CI [-9.0,+3.2]) and 2021 (+0.6 pp, CI [-5.5,+6.7]). CONCLUSIONS: The enactment of state-level telehealth policies that allow audio and audiovisual modalities may have increased SUDT facilities' likelihood of offering telehealth services two years after enactment.


Subject(s)
Substance-Related Disorders , Telemedicine , Humans , United States/epidemiology , Pandemics , Cross-Sectional Studies , Policy , Substance-Related Disorders/therapy
14.
Rand Health Q ; 10(4): 1, 2023 Sep.
Article in English | MEDLINE | ID: mdl-37720068

ABSTRACT

Opioids play an outsized role in America's drug problems, but they also play a critically important role in medicine. Thus, they deserve special attention. Illegally manufactured opioids (such as fentanyl) are involved in a majority of U.S. drug overdoses, but the problems are broader and deeper than drug fatalities. Depending on the drugs involved, there can be myriad physical and mental health consequences associated with having a substance use disorder. And it is not just those using drugs who suffer. Substance use and related behaviors can significantly affect individuals' families, friends, employers, and wider communities. Efforts to address problems related to opioids are insufficient and sometimes contradictory. Researchers provide a nuanced assessment of America's opioid ecosystem, highlighting how leveraging system interactions can reduce addiction, overdose, suffering, and other harms. At the core of the opioid ecosystem are the individuals who use opioids and their families. Researchers also include detail on ten major components of the opioid ecosystem: substance use disorder treatment, harm reduction, medical care, the criminal legal system, illegal supply and supply control, first responders, the child welfare system, income support and homeless services, employment, and education. The primary audience for this study is policymakers, but it should also be useful for foundations looking for opportunities to create change that have often been overlooked. This study can help researchers better consider the full consequences of policy changes and help members of the media identify the dynamics of interactions that deserve more attention.

15.
Rand Health Q ; 10(4): 9, 2023 Sep.
Article in English | MEDLINE | ID: mdl-37720075

ABSTRACT

National security organizations need highly skilled and intellectually creative individuals who are eager to apply their talents to address the nation's most pressing challenges. In public and private discussions, officials and experts addressed the need for neurodiversity in the national security community. They described missions that are too important and too difficult to be left to those who use their brains only in typical ways. Neurodivergent is an umbrella term that covers a variety of cognitive diagnoses, including (but not exclusive to) autism spectrum disorder, attention deficit disorder (ADD) and attention-deficit/hyperactivity disorder (ADHD), dyslexia, dyscalculia, and Tourette's syndrome. Neurodivergent individuals are already part of the national security workforce. The purpose of this study is to understand the benefits that people with neurodivergence bring to national security; the challenges in recruiting, working with, and managing a neurodiverse workforce; and the barriers in national security workplaces that prevent agencies from realizing the full benefits of neurodiversity. To carry out this research, the authors conducted a review of primary, secondary, and commercial literature; they conducted semistructured interviews and held discussions with government officials, researchers and advocates for the interests of neurodivergent populations, and representatives from large organizations that have neurodiversity employment programs; and they synthesized findings from across these tasks to describe the complex landscape for neurodiversity in large organizations in general and in national security specifically.

16.
Epidemiology ; 34(6): 856-864, 2023 11 01.
Article in English | MEDLINE | ID: mdl-37732843

ABSTRACT

BACKGROUND: Policy evaluation studies that assess how state-level policies affect health-related outcomes are foundational to health and social policy research. The relative ability of newer analytic methods to address confounding, a key source of bias in observational studies, has not been closely examined. METHODS: We conducted a simulation study to examine how differing magnitudes of confounding affected the performance of 4 methods used for policy evaluations: (1) the two-way fixed effects difference-in-differences model; (2) a 1-period lagged autoregressive model; (3) augmented synthetic control method; and (4) the doubly robust difference-in-differences approach with multiple time periods from Callaway-Sant'Anna. We simulated our data to have staggered policy adoption and multiple confounding scenarios (i.e., varying the magnitude and nature of confounding relationships). RESULTS: Bias increased for each method: (1) as confounding magnitude increases; (2) when confounding is generated with respect to prior outcome trends (rather than levels), and (3) when confounding associations are nonlinear (rather than linear). The autoregressive model and augmented synthetic control method had notably lower root mean squared error than the two-way fixed effects and Callaway-Sant'Anna approaches for all scenarios; the exception is nonlinear confounding by prior trends, where Callaway-Sant'Anna excels. Coverage rates were unreasonably high for the augmented synthetic control method (e.g., 100%), reflecting large model-based standard errors and wide confidence intervals in practice. CONCLUSIONS: In our simulation study, no single method consistently outperformed the others, but a researcher's toolkit should include all methodologic options. Our simulations and associated R package can help researchers choose the most appropriate approach for their data.


Subject(s)
Public Policy , Humans , Bias , Computer Simulation
17.
Subst Abus ; 44(3): 108-111, 2023 07.
Article in English | MEDLINE | ID: mdl-37675897

ABSTRACT

The 2023 Consolidated Appropriations Act repealed the special waiver for prescribing buprenorphine to patients with opioid use disorder, a bipartisan goal long sought by advocates. The change has symbolic importance in recognizing that buprenorphine is a mainstream medical treatment. We argue that the maximum potential of the law can be achieved by addressing three bottlenecks. First, it is important that new training requirements for all controlled substances prescribers be grounded in scientific principles of addiction treatment and are robustly evaluated to ensure they meet quality standards. Second, even with the elimination of the waiver, there are potential constraints from state law such as state-specific requirements that practitioners require counseling or obtain a separate credential, and many states also have limiting scope of practice regulations. We recommend that these requirements are eased wherever possible to improve treatment access. Third, it is critical to build onramps to treatment in settings such as primary care, hospitals, and correctional facilities. While we anticipate that buprenorphine prescribing will primarily occur in high-volume practices, there is the potential to activate a broader workforce to serve as entry points to care. We conclude that the stage is set for significant increases in lifesaving treatment but the difficult task ahead is ensuring that the resources and training are available to build strong capacity.


Subject(s)
Buprenorphine , Opioid-Related Disorders , Humans , Buprenorphine/therapeutic use , Opiate Substitution Treatment , Opioid-Related Disorders/drug therapy , Surveys and Questionnaires , Credentialing
18.
JAMA Netw Open ; 6(9): e2333781, 2023 09 05.
Article in English | MEDLINE | ID: mdl-37707819

ABSTRACT

This cross-sectional study identifies the prevalence of counties without psychiatrists and broadband coverage, describes their sociodemographic characteristics, and quantifies their mental health outcomes.


Subject(s)
Psychiatry , Humans , Patients , Outcome Assessment, Health Care
19.
Pain Med ; 24(12): 1306-1317, 2023 Dec 01.
Article in English | MEDLINE | ID: mdl-37551941

ABSTRACT

BACKGROUND: In response to the opioid crisis, U.S. states have passed laws requiring urine drug testing (UDT) when opioid analgesics are prescribed for chronic pain. We sought to identify state law UDT requirements. METHODS: We searched NexisUni legal database using terms related to UDT, chronic pain, and opioids. We included laws effective during spring 2022 that required UDT when opioids were prescribed for chronic pain. We performed deductive content analysis, coding laws for mandated UDT frequency, type of clinician and type of payer to whom the law applied, and circumstances under which UDT was mandated. RESULTS: We found 32 laws across 13 states that met our inclusion criteria. UDT requirements varied substantially by state, including with regard to the type of clinician to whom the law applied, the mandated frequency of UDT (eg, at initiation/assessment, at least annually, more than once per year), and the circumstances in which UDT was mandated (eg, patient had substance use disorder; dosage/day threshold). DISCUSSION: Relatively few states have UDT mandates associated with prescribing opioids as chronic pain treatment. When developing policy indicators for empirical studies, researchers evaluating how UDT policy affects health outcomes must consider the complexity and lack of uniformity of UDT requirements. In addition, even if states mandate UDT, it is unclear whether clinicians understand the best way to use the test results.


Subject(s)
Chronic Pain , Substance-Related Disorders , Humans , Chronic Pain/drug therapy , Analgesics, Opioid/therapeutic use , Substance Abuse Detection/methods , Pain Management
20.
Subst Abus ; 44(3): 136-145, 2023 07.
Article in English | MEDLINE | ID: mdl-37401501

ABSTRACT

BACKGROUND: Increasing buprenorphine access is critical to facilitating effective opioid use disorder treatment. Buprenorphine prescriber numbers have increased substantially, but most clinicians who start prescribing buprenorphine stop within a year, and most active prescribers treat very few individuals. Little research has examined state policies' association with the evolution of buprenorphine prescribing clinicians' patient caseloads. METHODS: Our retrospective cohort study design derived from 2006 to 2018 national pharmacy claims identifying buprenorphine prescribers and the number of patients treated monthly. We defined persistent prescribers based on results from a k-clustering approach and were characterized by clinicians who did not quickly stop prescribing and had average monthly caseloads greater than 5 patients for much of the first 6 years after their first dispensed prescription. We examined the association between persistent prescribers (dependent variable) and Medicaid coverage of buprenorphine, prior authorization requirements, and mandated counseling policies (key predictors) that were active within the first 2 years after a prescriber's first observed dispensed buprenorphine prescription. We used multivariable logistic regression analyses and entropy balancing weights to ensure better comparability of prescribers in states that did and did not implement policies. RESULTS: Medicaid coverage of buprenorphine was associated with a smaller percentage of new prescribers becoming persistent prescribers (OR = 0.72; 95% CI = 0.53, 0.97). There was no evidence that either mandatory counseling or prior authorization was associated with the odds of a clinician being a persistent prescriber with estimated ORs equal to 0.85 (95% CI = 0.63, 1.16) and 1.13 (95% CI = 0.83, 1.55), respectively. CONCLUSIONS: Compared to states without coverage, states with Medicaid coverage for buprenorphine had a smaller percentage of new prescribers become persistent prescribers; there was no evidence that the other state policies were associated with changes in the rate of clinicians becoming persistent prescribers. Because buprenorphine treatment is highly concentrated among a small group of clinicians, it is imperative to increase the pool of clinicians providing care to larger numbers of patients for longer periods. Greater efforts are needed to identify and support factors associated with successful persistent prescribing.


Subject(s)
Buprenorphine , Opioid-Related Disorders , United States , Humans , Buprenorphine/therapeutic use , Opioid-Related Disorders/drug therapy , Retrospective Studies , Opiate Substitution Treatment , Policy , Analgesics, Opioid/therapeutic use
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