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Cannabis Legalization and Cannabis Use Disorder by Sex in Veterans Health Administration Patients, 2005-2019

Wisell, Caroline G; Hasin, Deborah S; Wall, Melanie M; Alschuler, Daniel; Malte, Carol; McDowell, Yoanna; Olfson, Mark; Keyes, Katherine M; Cerdá, Magdalena; Maynard, Charles C; Keyhani, Salomeh; Martins, Silvia S; Mannes, Zachary L; Livne, Ofir; Fink, David S; Bujno, Julia M; Stohl, Malki; Saxon, Andrew J; Simpson, Tracy L
BACKGROUND/UNASSIGNED:Understanding sex differences in the effects of cannabis legalization and increasing risk for cannabis use disorder (CUD) is important. We hypothesized that from 2005 to 2019, increases in CUD prevalence due to state medical or recreational cannabis laws (MCL; RCL) would differ among male and female veterans treated at the U.S. Veterans Health Administration (VHA), with greater increases among females. METHODS/UNASSIGNED:Data obtained through the VHA Corporate Data Warehouse included veterans 18-75 years with ≥1 VHA primary care, emergency department, or mental health visit in a given year, 2005-2019. Staggered-adoption difference-in-difference analyses were used to estimate the role of MCL and RCL on trends in CUD diagnostic prevalence, fitting a linear binomial regression model with fixed effects for state and categorical year, time-varying cannabis law status, state-level sociodemographic covariates, patient-level age group (18-35, 36-64, 65-75 years), race and ethnicity. RESULTS/UNASSIGNED:CUD prevalences increased in both sexes. CUD increased more in states enacting MCL and RCL than in states that did not enact CL. However, no CUD prevalence increases attributable to the change from no-CL to MCL-only or MCL to RCL differed significantly by sex, with one exception (greater in males aged 35-64). CONCLUSIONS/UNASSIGNED:Increases in CUD prevalence following MCL or RCL enactment were greater than in states with no-CL, but generally did not show differences by sex. The increases in CUD prevalence occurring for males and females throughout the study years indicate the need for cannabis use screening by medical providers and the importance of offering evidence-based treatments for CUD.
PMID: 40952119
ISSN: 1532-2491
CID: 5934952

Investigating heterogeneous effects of an expanded methadone access policy with opioid treatment program retention: A Rhode Island population-based retrospective cohort study

Allen, Bennett; Krawczyk, Noa; Basaraba, Cale; Jent, Victoria A; Yedinak, Jesse L; Goedel, William C; Krieger, Maxwell; Pratty, Claire; Macmadu, Alexandria; Samuels, Elizabeth A; Marshall, Brandon D L; Neill, Daniel B; Cerdá, Magdalena
Following federal regulatory changes during the COVID-19 pandemic, Rhode Island expanded methadone access for opioid treatment programs (OTPs) in March 2020. The policy, which permitted take-home dosing for patients, contrasted with longstanding restrictions on methadone. This study used patient-level OTP admission and discharge records to compare six-month retention before and after the policy change. We conducted a retrospective cohort study of 1,248 patients newly admitted to OTPs between March 18 and June 30 of 2019 (pre-policy) and 2020 (post-policy). We used logistic regression to estimate associations with retention before and after the policy and used a machine learning approach, the Heterogeneous Treatment Effect (HTE)-Scan, to explore heterogeneity in retention across subgroups. Overall, we found no change in retention following the policy, with an adjusted OR of 1.08 (95% CI: 0.80-1.45) and adjusted RR of 1.03 (0.90-1.18). Using HTE-Scan, we identified two subgroups with significantly increased retention above the overall cohort: (1) patients with below high school education and past-month arrest and (2) male, non-Hispanic white or Hispanic/Latino patients reporting heroin or fentanyl use with past-month arrest. We identified no subgroups with significantly decreased retention. Collectively, findings suggest that expanded methadone access may benefit vulnerable populations without harming overall retention.
PMID: 40312833
ISSN: 1476-6256
CID: 5834322

Effect of residential versus ambulatory treatment for substance use disorders on readmission risk in a register-based national retrospective cohort

González-Santa Cruz, Andrés; Mauro, Pia M; Sapag, Jaime C; Martins, Silvia S; Ruiz-Tagle, José; Gaete, Jorge; Cerdá, Magdalena; Castillo-Carniglia, Alvaro
PURPOSE/OBJECTIVE:In this article, we studied whether pathways in substance use disorder (SUD) treatment differ among people admitted to residential versus ambulatory settings. METHODS:We analyzed a retrospective cohort of 84,755 adults (ages ≥ 18) in Chilean SUD treatment during 2010-2019, creating a comparable sample of 11,226 pairs in ambulatory and residential treatment through cardinality matching. We used a nine-state multistate model, stratifying readmissions by baseline treatment outcome (i.e., completion vs. noncompletion) from admission to the third readmission. We estimated transition probabilities and lengths of stay in states at three-month, one-year, three-year, and five-year follow-ups. Sensitivity analyses tested different model specifications and estimated E-values. RESULTS:Patients in residential settings (vs. ambulatory) had greater treatment completion probabilities (difference at three months; 3.4% [95% CI: 2.9%, 3.9%]), and longer treatment retention (e.g., 1.6 days longer at three months, 95% CI: 0.8, 2.3). Patients in residential vs. ambulatory settings had higher first readmission probabilities regardless of baseline treatment outcome (e.g., three-month difference: 5.7% if completed baseline [95% CI: 4.4%, 7.0%] and 8.0% if did not complete baseline [95% CI: 6.7, 9.3%]). Third readmission probabilities were higher only among patients in residential settings with an incomplete baseline treatment (at least 3.7%; 95% CI: 0.2%, 7.3% at 1-year). CONCLUSION/CONCLUSIONS:Patients in residential settings at baseline were more likely to experience a second treatment and a third readmission among patients with incomplete treatments. Findings underscore the importance of completing initial SUD treatments to reduce readmissions. Residential treatments might require additional strategies to prevent readmissions.
PMID: 40029406
ISSN: 1433-9285
CID: 5842632

Hospital Provider's Perspectives on MOUD Initiation and Continuation After Inpatient Discharge

Shearer, Riley; Englander, Honora; Hagedorn, Hildi; Fawole, Adetayo; Laes, JoAn; Titus, Hope; Patten, Alisa; Oot, Emily; Appleton, Noa; Fitzpatrick, Amy; Kibben, Roxanne; Fernando, Jasmine; McNeely, Jennifer; Gustafson, Dave; Krawczyk, Noa; Weinstein, Zoe; Baukol, Paulette; Ghitza, Udi; Siegler, Tracy; Bart, Gavin; Bazzi, Angela
BACKGROUND:Individuals with opioid use disorder have high rates of hospital admissions, which represent a critical opportunity to engage patients and initiate medications for opioid use disorder (MOUD). However, few patients receive MOUD and, even if MOUD is initiated in the hospital, patients may encounter barriers to continuing MOUD in the community. OBJECTIVE:Describe hospital providers' experiences and perspectives to inform initiatives and policies that support hospital-based MOUD initiation and continuation in community treatment programs. DESIGN/METHODS:As part of a broader implementation study focused on inpatient MOUD (NCT#04921787), we conducted semi-structured interviews with hospital providers. PARTICIPANTS/METHODS:Fifty-seven hospital providers from 12 community hospitals. APPROACH/METHODS:Thematic analysis examined an emergent topic on challenges transitioning patients to outpatient MOUD treatment and related impacts on MOUD initiation by inpatient providers. KEY RESULTS/RESULTS:Participants described structural barriers to transitioning hospitalized patients to continuing outpatient MOUD including (a) limited outpatient buprenorphine prescriber availability, (b) the siloed nature of addiction treatment, and (c) long wait times. As a result of observing these structural barriers, participants experienced a sense of futility that deterred them from initiating MOUD. Participants proposed strategies that could better support these patient transitions, including developing partnerships between hospitals and outpatient addiction treatment and supporting in-reach services from community providers. CONCLUSIONS:We identified concerns about inadequate and inaccessible community-based care and transition pathways that discouraged hospital providers from prescribing MOUD. As hospital-based opioid treatment models continue to expand, programmatic and policy strategies to support inpatient transitions to outpatient addiction treatment are needed. NCT TRIAL NUMBER/UNASSIGNED:04921787.
PMID: 39586949
ISSN: 1525-1497
CID: 5803852

Cannabis legalization and cannabis use disorder in United States Veterans Health Administration patients with and without psychiatric disorders, 2005-2022: a repeated cross-sectional study

Hasin, Deborah S; Malte, Carol; Wall, Melanie M; Alschuler, Daniel; Simpson, Tracy L; Olfson, Mark; Livne, Ofir; Mannes, Zachary L; Fink, David S; Keyes, Katherine M; Cerdá, Magdalena; Maynard, Charles C; Keyhani, Salomeh; Martins, Silvia S; Sherman, Scott; Saxon, Andrew J
BACKGROUND/UNASSIGNED:We investigated whether the associations of state medical and recreational cannabis legalization (MCL, RCL enactment) with increasing prevalence of Cannabis Use Disorder (CUD) differed among patients in the United States (US) Veterans Health Administration (VHA) who did or did not have common psychiatric disorders. METHODS/UNASSIGNED:Electronic medical record data (2005-2022) were analyzed on patients aged 18-75 with ≥1 VHA primary care, emergency department, or mental health visit and no hospice/palliative care within a given year (sample sizes ranging from 3,234,382 in 2005 to 4,436,883 in 2022). Patients were predominantly male (>80%) and non-Hispanic White (>60%). Utilizing all 18 years of data, CUD prevalence increases attributable to MCL or RCL enactment were estimated among patients with affective, anxiety, psychotic-spectrum disorders, and Any Psychiatric Disorder (APD) using staggered difference-in-difference (DiD) models and 99% Confidence Intervals (CIs), testing differences between patient groups with and without psychiatric disorders via non-overlap in the 99% CIs of their DiD estimates. FINDINGS/UNASSIGNED:Among APD-negative patients, CUD prevalence was <1.0% in all years, while among APD-positive patients, CUD prevalence increased from 3.26% in 2005 to 5.68% in 2022 in no-CL states, from 3.51% to 6.35% in MCL-only states, and from 3.41% to 6.35% in MCL/RCL states. Among the APD group, DiD estimates of MCL-only and MCL/RCL effects were modest-sized, but the lower bound of the 99% CI for the DiD estimate for MCL-only and MCL/RCL effects was larger than the upper bound of the 99% CI among the no-APD group, indicating significantly stronger MCL-only and MCL/RCL effects among patients with APD. Results were similar for MCL-only and MCL/RCL effects among disorder-specific groups (depression, post-traumatic stress disorder [PTSD], anxiety or bipolar disorders) and for MCL/RCL effects among patients with psychotic-spectrum disorders. INTERPRETATION/UNASSIGNED:Cannabis legalization contributed to greater CUD prevalence increases among patients with psychiatric disorders. However, modest-sized DiD estimates suggested operation of other factors, e.g., commercialization, changing attitudes, expectancies. As cannabis legalization widens, recognizing and treating CUD in patients with psychiatric disorders becomes increasingly important. FUNDING/UNASSIGNED:This study was supported by National Institute on Drug Abuse grant R01DA048860, the New York State Psychiatric Institute, and the VA Centers of Excellence in Substance Addiction Treatment and Education.
PMCID:12267076
PMID: 40678370
ISSN: 2667-193x
CID: 5912082

Correction: Study assessing the effectiveness of overdose prevention centers through evaluation research (SAFER): an overview of the study protocol

Cerdá, Magdalena; Allen, Bennett L; Collins, Alexandra B; Behrends, Czarina N; Santacatterina, Michele; Jent, Victoria; Marshall, Brandon D L
PMID: 40579717
ISSN: 1477-7517
CID: 5912012

Cannabis Legalization and Opioid Use Disorder in Veterans Health Administration Patients

Mannes, Zachary L; Wall, Melanie M; Alschuler, Daniel M; Malte, Carol A; Olfson, Mark; Livne, Ofir; Fink, David S; Keyhani, Salomeh; Keyes, Katherine M; Martins, Silvia S; Cerdá, Magdalena; Sacco, Dana L; Gutkind, Sarah; Maynard, Charles C; Sherman, Scott; Saxon, Andrew J; Hasin, Deborah S
IMPORTANCE/UNASSIGNED:In the context of the US opioid crisis, factors associated with the prevalence of opioid use disorder (OUD) must be identified to aid prevention and treatment. State medical cannabis laws (MCL) and recreational cannabis laws (RCL) are potential factors associated with OUD prevalence. OBJECTIVE/UNASSIGNED:To examine changes in OUD prevalence associated with MCL and RCL enactment among veterans treated at the Veterans Health Administration (VHA) and whether associations differed by age or chronic pain. DESIGN, SETTING, AND PARTICIPANTS/UNASSIGNED:Using VHA electronic health records from January 2005 to December 2022, adjusted yearly prevalences of OUD were calculated, controlling for sociodemographic characteristics, receipt of prescription opioids, other substance use disorders, and time-varying state covariates. Staggered-adoption difference-in-difference analyses were used for estimates and 95% CIs for the relationship between MCL and RCL enactment and OUD prevalence. The study included VHA patients aged 18 to 75 years. The data were analyzed in December 2023. MAIN OUTCOME AND MEASURES/UNASSIGNED:International Classification of Diseases, Ninth Revision, Clinical Modification (ICD-9-CM) or International Statistical Classification of Diseases, Tenth Revision, Clinical Modification (ICD-10-CM) OUD diagnoses. RESULTS/UNASSIGNED:From 2005 to 2022, most patients were male (86.7.%-95.0%) and non-Hispanic White (70.3%-78.7%); the yearly mean age was 61.9 to 63.6 years (approximately 3.2 to 4.5 million patients per year). During the study period, OUD decreased from 1.12% to 1.06% in states without cannabis laws, increased from 1.13% to 1.19% in states that enacted MCL, and remained stable in states that also enacted RCL. OUD prevalence increased significantly by 0.06% (95% CI, 0.05%-0.06%) following MCL enactment and 0.07% (95% CI, 0.06%-0.08%) after RCL enactment. In patients aged 35 to 64 years and 65 to 75 years, MCL and RCL enactment was associated with increased OUD, with the greatest increase after RCL enactment among older adults (0.12%; 95% CI, 0.11%-0.13%). Patients with chronic pain had even larger increases in OUD following MCL (0.08%; 95% CI, 0.07%-0.09%) and RCL enactment (0.13%; 95% CI, 0.12%-0.15%). Consistent with overall findings, the largest increases in OUD occurred among patients with chronic pain aged 35 to 64 years following the enactment of MCL and RCL (0.09%; 95% CI, 0.07%-0.11%) and adults aged 65 to 75 years following RCL enactment (0.23%; 95% CI, 0.21%-0.25%). CONCLUSIONS AND RELEVANCE/UNASSIGNED:The results of this cohort study suggest that MCL and RCL enactment was associated with greater OUD prevalence in VHA patients over time, with the greatest increases among middle-aged and older patients and those with chronic pain. The findings did not support state cannabis legalization as a means of reducing the burden of OUD during the ongoing opioid epidemic.
PMCID:12166489
PMID: 40512510
ISSN: 2689-0186
CID: 5869802

Availability of Medications for Opioid Use Disorder in Opioid Treatment Programs

Lindenfeld, Zoe; Cantor, Jonathan H; Mauri, Amanda I; Bandara, Sachini; Suryavanshi, Aarya; Krawczyk, Noa
IMPORTANCE/UNASSIGNED:As the primary facilities authorized to dispense methadone, opioid treatment programs (OTPs) are a critical access point for medications for opioid use disorder (MOUD). However, research is limited on the extent to which OTPs offer a broad range of MOUD and on the characteristics of programs that provide more comprehensive medication offerings. OBJECTIVE/UNASSIGNED:To assess the percentage of US OTPs offering all 3 forms of MOUD (methadone, buprenorphine, and naltrexone) and compare organizational and county characteristics of OTPs with different MOUD service offerings. DESIGN, SETTING, AND PARTICIPANTS/UNASSIGNED:This longitudinal cross-sectional study used data on a panel of OTPs listed in the annual National Directory of Drug and Alcohol Use Treatment Facilities from 2017 to 2023. MAIN OUTCOMES AND MEASURES/UNASSIGNED:Measures included the percentage of OTPs offering buprenorphine, extended-release naltrexone, or all 3 MOUD from 2017 to 2023 (assuming all OTPs offered methadone). Descriptive statistics on organizational and county characteristics of OTPs by MOUD offerings were collected. Three longitudinal logistic regression models were used to estimate the odds of different MOUD offerings within OTPs, adjusting for organizational and county-level characteristics. RESULTS/UNASSIGNED:This analysis included 10 298 facility-year observations, ranging from 1211 in 2017 to 1421 in 2023. From 2017 to 2023, the percentage of OTPs offering MOUD beyond methadone increased (buprenorphine: 811 [67.0%] in 2017 to 1209 [85.1%] in 2023; naltrexone: 463 [38.2%] in 2017 to 749 [52.7%] in 2023; all 3 MOUD: 402 [33.2%] in 2017 to 639 [45.0%] in 2023). OTPs offering all 3 MOUD (3985 [38.7%]) had significantly higher odds of accepting Medicare (adjusted odds ratio [AOR], 2.14; 95% CI, 1.67-2.74); offering peer services (AOR, 1.63; 95% CI, 1.25-2.12), mental health services (AOR, 2.07; 95% CI, 1.53-2.80), and telemedicine services (AOR, 1.53; 95% CI, 1.22-1.92); and being private nonprofit (AOR, 7.45; 95% CI, 4.67-11.87) or government operated (AOR, 41.83; 95% CI, 19.71-88.75) compared with private for profit. CONCLUSIONS/UNASSIGNED:In this cross-sectional study of OTPs, although the availability of MOUD beyond methadone increased over time, most OTPs still did not offer all 3 forms of MOUD as of 2023. Specific organizational characteristics, such as being government operated and accepting Medicare, were associated with more comprehensive MOUD offerings. Future research should evaluate why OTPs vary in their MOUD offerings.
PMID: 40569596
ISSN: 2574-3805
CID: 5874802

Changes in Synthetic Opioid-Involved Youth Overdose Deaths in the United States: 2018-2022

Miller, Megan; Wheeler-Martin, Katherine; Bunting, Amanda M; Cerdá, Magdalena; Krawczyk, Noa
BACKGROUND AND OBJECTIVE/OBJECTIVE:Youth overdose deaths have remained elevated in recent years as the illicit drug supply has become increasingly contaminated with fentanyl and other synthetics. There is a need to better understand fatal drug combinations and how trends have changed over time and across sociodemographic groups in this age group. METHODS:We used the National Vital Statistics System's multiple cause of death datasets to examine trends in overdose deaths involving combinations of synthetic opioids with benzodiazepine, cocaine, heroin, prescription opioids, and other stimulants among US youth aged 15 to 24 years from 2018 to 2022 across age, sex, race and ethnicity, and region. RESULTS:Overdose death counts rose from 4652 to 6723 (10.85 to 15.16 per 100 000) between 2018 and 2022, with a slight decrease between 2021 and 2022. The largest increases were deaths involving synthetic opioids only (1.8 to 4.8 deaths per 100 000). Since 2020, fatal synthetic opioid-only overdose rates were higher than polydrug overdose rates involving synthetic opioids, regardless of race, ethnicity, or sex. In 2022, rates of synthetic-only overdose deaths were 2.49-times higher among male youths compared with female youths and 2.15-times higher among those aged 20 to 24 years compared with those aged 15 to 19 years. CONCLUSIONS:Polydrug combinations involving synthetic opioids continue to contribute to fatal youth overdoses, yet deaths attributed to synthetic opioids alone are increasingly predominant. These findings highlight the changing risks of the drug supply and the need for better access to harm-reduction services to prevent deaths among youth.
PMID: 40392279
ISSN: 1098-4275
CID: 5852982

State sequence analysis of daily methadone dispensing trajectories among individuals at United States opioid treatment programs before and following COVID-19 onset

Bórquez, Ignacio; Williams, Arthur R; Hu, Mei-Chen; Scott, Marc; Stewart, Maureen T; Harpel, Lexa; Aydinoglo, Nicole; Cerdá, Magdalena; Rotrosen, John; Nunes, Edward V; Krawczyk, Noa
BACKGROUND AND AIMS/OBJECTIVE:US regulatory changes allowed for additional methadone take-home doses following COVID-19 onset. How dispensing practices changed and which factors drove variation remains unexplored. We determined daily methadone dispensing trajectories over six months before and after regulatory changes due to COVID-19 using state sequence analysis and explored correlates. DESIGN/METHODS:Retrospective chart review of electronic health records. SETTINGS/METHODS:Nine opioid treatment programs (OTPs) across nine US states. PARTICIPANTS/METHODS:Adults initiating treatment in 2019 (n = 328) vs. initiating 1 month after the COVID-19 regulatory changes of March 2020 (n = 376). MEASUREMENTS/METHODS:Type of daily methadone medication encounter (in-clinic, weekend/holiday take-home, take-home, missed dose, discontinued) based on OTP clinic; cohort (pre vs. post-COVID-19); and patient substance use, clinical and sociodemographic characteristics. FINDINGS/RESULTS:Following COVID-19 regulatory changes, allotted methadone take-home doses increased from 3.5% to 13.8% of total person-days in treatment within the first 6 months in care. Clinic site accounted for the greatest variation in methadone dispensing (6.2% and 9.5% of the variation of discrepancy between sequences pre- and post-COVID-19, respectively). People who co-use methamphetamine had a greater increase in take-homes than people who did not use methamphetamine (from 3.7% pre-pandemic to 21.2% post-pandemic vs. 3.5% to 12.5%) and higher discontinuation (average 3.6 vs. 4.7 months among people who did not use methamphetamine pre-COVID-19; average 3.3 vs. 4.6 months post-COVID-19). In the post-COVID-19 cohort, females had a higher proportion of missed doses (17.2% vs. 11.9%) than males. People experiencing houselessness had a higher proportion of missed doses (19% vs. 12.3%) and shorter stays (average 3.5 vs. 4.5 months) when compared with those with stable housing. CONCLUSION/CONCLUSIONS:Daily methadone dispensing trajectories in the US both before and following COVID-19 regulatory changes appeared to depend more on the opioid treatment programs' practices than individual patient characteristics or response to treatment.
PMID: 40012102
ISSN: 1360-0443
CID: 5801112