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292


Analysis of Pharmaceutical Industry Marketing of Stimulants, 2014 Through 2018

Hadland, Scott E; Cerdá, Magdalena; Earlywine, Joel J; Krieger, Maxwell S; Anderson, Timothy S; Marshall, Brandon D L
PMID: 31961384
ISSN: 2168-6211
CID: 4272902

Distress level and daily functioning problems attributed to firearm victimization: sociodemographic-specific responses

Kagawa, Rose M C; Pear, Veronica A; Rudolph, Kara E; Keyes, Katherine M; Cerdá, Magdalena; Wintemute, Garen J
PURPOSE/OBJECTIVE:The purpose of this study was to estimate the effect of firearm involvement during violent victimization on the level of distress experienced and daily functioning within sociodemographic subgroups. METHODS:We used cross-sectional data from the National Crime Victimization Survey (n = 5698) and Targeted Maximum Likelihood Estimation. Sociodemographic subgroups were defined by age, race, sex, and socioeconomic position. Outcomes included experiencing the victimization as severely distressing and problems in the workplace or at school, or with peers or family. RESULTS:Among people victimized with a firearm, nearly 40% experienced the victimization as severely distressing and 28% reported daily functioning problems as a result of the victimization, compared with 25% and 27% of those victimized without a firearm. In most of the subgroups examined, a greater proportion of people described the event as severely distressing when a firearm was involved in the victimization, ranging up to 19 percentage points higher among women and among black respondents (95% CI for women = 10%-28%; for blacks = 6%-31%). CONCLUSIONS:Our findings suggest an almost universal negative response to firearm involvement during a violent victimization as compared with violent victimizations involving other or no weapons. These findings highlight the need for efforts by medical and mental health practitioners to address the potential sequelae of experiencing severe distress during a firearm victimization.
PMID: 31932142
ISSN: 1873-2585
CID: 4272262

22. Characteristics of Adolescent-Serving Addiction Treatment Facilities in the United States [Meeting Abstract]

Alinsky, R; Hadland, S; Matson, P; Cerda, M; Saloner, B
Purpose: Adolescents with opioid use disorder (OUD) or who experience opioid overdose are significantly less likely than adults to receive medications for opioid use disorder (MOUD). The extent to which addiction treatment facility characteristics contribute to this differential access is unknown. This study's objectives were to describe the quantity and characteristics of adolescent-serving addiction treatment facilities in the U.S., and examine associations between facility characteristics and offering maintenance MOUD.
Method(s): We performed a cross-sectional study using the 2017 National Survey of Substance Abuse Treatment Services (N-SSATS), a survey of all U.S. addiction treatment facilities. We compared characteristics of facilities that offered specialized adolescent programs versus those that did not ("adult-focused facilities"), including ownership, payments accepted, accreditation/licensure, location, and services. We used logistic regression to identify facility characteristics associated with offering maintenance MOUD (opioid agonist maintenance with buprenorphine or methadone, or extended-release naltrexone), and included interaction terms to test whether MOUD availability differed between facilities with specialized adolescent programs and adult-focused facilities.
Result(s): Among 13,585 addiction treatment facilities in the U.S., 3,537 (26.0%) offered specialized adolescent programs. These facilities were more likely than adult-focused facilities to accept insurance or be owned by a non-profit or state/local/tribal government (p<0.001 for all). Of the 3,537 facilities with adolescent programs, 92.4% (3,267) offered outpatient treatment, 11.7% (413) offered residential treatment, and 3.6% (129) offered inpatient treatment. Among facilities with adolescent-programs, 23.1% (816) offered maintenance MOUD, compared to 35.9% (3,612) of adult-focused facilities (odds ratio [OR], 0.53; 95% confidence interval [CI], 0.49-0.58). While facilities with adolescent-programs and adult-focused facilities were equally likely to offer naltrexone as their only MOUD (OR, 0.92; 95% CI, 0.79-1.08), facilities with adolescent-programs were only half as likely to offer opioid agonist maintenance MOUD (OR, 0.51; 95% CI, 0.46-0.57). Among facilities with adolescent programs, non-profits were more likely than for-profits to offer maintenance MOUD (OR, 1.38; 95% CI, 1.08-1.75). Facilities that accepted any kind of insurance were significantly more likely to provide maintenance MOUD than those not accepting insurance or providing free/reduced-fee services. Cash-only facilities with adolescent-programs had the lowest rate of providing maintenance MOUD (13.2%), whereas cash-only adult-focused facilities had the highest rate of providing maintenance MOUD (41.5%). Facilities (both adult-focused and with adolescent programs) that offered inpatient services, or were licensed/accredited by a national authority were more likely to offer maintenance MOUD. Facilities in the Midwest, South, and West were less likely to provide maintenance MOUD than facilities in the Northeast; this negative association was strongest among facilities with adolescent-programs in the South (OR, 0.24; 95% CI 0.19-0.30; interaction term p<0.001) and West (OR, 0.15; 95% CI 0.12-0.19; interaction term p<0.001).
Conclusion(s): Only one-quarter of U.S. addiction treatment facilities offer specialized adolescent-programs, and these facilities are half as likely to offer maintenance MOUD as adult-focused facilities. This disparity may be even greater in the U.S. South and West. This may explain why adolescents are less likely to receive MOUD than adults by demonstrating that the facilities that serve them are also less likely to provide MOUD. Sources of Support: T32HD052459, K23DA045085, K01DA035387, 1K01DA042139-01A1
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EMBASE:2004571451
ISSN: 1879-1972
CID: 4265352

Association of Medicaid Expansion With Opioid Overdose Mortality in the United States

Kravitz-Wirtz, Nicole; Davis, Corey S; Ponicki, William R; Rivera-Aguirre, Ariadne; Marshall, Brandon D L; Martins, Silvia S; Cerdá, Magdalena
Importance/UNASSIGNED:The Patient Protection and Affordable Care Act (ACA) permits states to expand Medicaid coverage for most low-income adults to 138% of the federal poverty level and requires the provision of mental health and substance use disorder services on parity with other medical and surgical services. Uptake of substance use disorder services with medications for opioid use disorder has increased more in Medicaid expansion states than in nonexpansion states, but whether ACA-related Medicaid expansion is associated with county-level opioid overdose mortality has not been examined. Objective/UNASSIGNED:To examine whether Medicaid expansion is associated with county × year counts of opioid overdose deaths overall and by class of opioid. Design, Setting, and Participants/UNASSIGNED:This serial cross-sectional study used data from 3109 counties within 49 states and the District of Columbia from January 1, 2001, to December 31, 2017 (N = 3109 counties × 17 years = 52 853 county-years). Overdose deaths were modeled using hierarchical Bayesian Poisson models. Analyses were performed from April 1, 2018, to July 31, 2019. Exposures/UNASSIGNED:The primary exposure was state adoption of Medicaid expansion under the ACA, measured as the proportion of each calendar year during which a given state had Medicaid expansion in effect. By the end of study observation in 2017, a total of 32 states and the District of Columbia had expanded Medicaid eligibility. Main Outcomes and Measures/UNASSIGNED:The outcomes of interest were annual county-level mortality from overdoses involving any opioid, natural and semisynthetic opioids, methadone, heroin, and synthetic opioids other than methadone, derived from the National Vital Statistics System multiple-cause-of-death files. A secondary analysis examined fatal overdoses involving all drugs. Results/UNASSIGNED:There were 383 091 opioid overdose fatalities across observed US counties during the study period, with a mean (SD) of 7.25 (27.45) deaths per county (range, 0-1145 deaths per county). Adoption of Medicaid expansion was associated with a 6% lower rate of total opioid overdose deaths compared with the rate in nonexpansion states (relative rate [RR], 0.94; 95% credible interval [CrI], 0.91-0.98). Counties in expansion states had an 11% lower rate of death involving heroin (RR, 0.89; 95% CrI, 0.84-0.94) and a 10% lower rate of death involving synthetic opioids other than methadone (RR, 0.90; 95% CrI, 0.84-0.96) compared with counties in nonexpansion states. An 11% increase was observed in methadone-related overdose mortality in expansion states (RR, 1.11; 95% CrI, 1.04-1.19). An association between Medicaid expansion and deaths involving natural and semisynthetic opioids was not well supported (RR, 1.03; 95% CrI, 0.98-1.08). Conclusions and Relevance/UNASSIGNED:Medicaid expansion was associated with reductions in total opioid overdose deaths, particularly deaths involving heroin and synthetic opioids other than methadone, but increases in methadone-related mortality. As states invest more resources in addressing the opioid overdose epidemic, attention should be paid to the role that Medicaid expansion may play in reducing opioid overdose mortality, in part through greater access to medications for opioid use disorder.
PMID: 31922561
ISSN: 2574-3805
CID: 4258692

Financial Payments to Teaching Hospitals by Companies Marketing Opioids [Letter]

Anderson, Timothy S; Krieger, Maxwell S; Marshall, Brandon D L; Cerdá, Magdalena; Hadland, Scott
PMID: 31848860
ISSN: 1525-1497
CID: 4255332

Differences in Opinions About Marijuana Use and Prevalence of Use by State Legalization Status

Steigerwald, Stacey; Cohen, Beth E; Vali, Marzieh; Hasin, Deborah; Cerda, Magdalena; Keyhani, Salomeh
OBJECTIVE:Beliefs about marijuana use and prevalence of use may be associated with the legalization status of the state of residence. We examined differences in views and rates of use of marijuana among residents in recreationally legal, medically legal, and nonlegal states. METHODS:We surveyed a nationally representative online panel of US adults (N = 16,280) and stratified results by marijuana legalization status of states. We compared views of residents of recreational states on benefits and risks of marijuana use to residents in other states. RESULTS:The response rate was 56.3% (n = 9003). Residents in recreationally legal states were more likely to believe marijuana could be beneficial for pain management (73% in recreationally legal states, 67% in medically legal states, 63% in nonlegal states; P value: <0.0001), provide relief from stress, anxiety or depression (52% in recreationally legal states, 47% in medically legal states, 46% in nonlegal states; P value: 0.01), and improve appetite (39% in recreationally legal states, 36% in medically legal states, 33% in nonlegal states; P value: <0.009). In addition, residents in recreational states were significantly more likely to believe that smoking 1 marijuana joint a day is somewhat or much safer than smoking 1 cigarette a day (40.8% in recreationally legal states, 39.1% in medically legal states, and 36.1% in nonlegal states; P value: <0.0001). Residents of recreationally and medically legal states were more likely to believe second-hand marijuana smoke was somewhat or much safer than second-hand tobacco smoke (38.3% in recreationally legal states, 38.3% in medically legal states, and 35.7% in nonlegal states; P value: 0.003). Past-year marijuana use in any form (20% in recreational, 14.1% in medical, 12% in nonlegal) and past-year marijuana use of multiple forms (11.1% in recreational, 6.1% in medical, 4.9% in nonlegal) were highest among residents of recreationally legal states. Overall, prevalence of past-year use of any form of marijuana use was more common among residents of recreationally legal states compared with other states (20.3%, confidence interval [CI] 19.5, 21.1 in recreationally legal states; 15.4%, CI 14.7, 16.2 in medically legal states; 11.9%, CI 11.2, 12.6 in nonlegal states). CONCLUSIONS:Residents in recreationally legal states were most likely to believe marijuana has benefits, marijuana smoke is safer than tobacco smoke, and have the highest rate of marijuana use. This is cause for concern, given the tide of commercialization, growing number of high-potency cannabis products, and favorable media coverage promoting use for health problems.
PMID: 31821192
ISSN: 1935-3227
CID: 4234372

Association Between Recreational Marijuana Legalization in the United States and Changes in Marijuana Use and Cannabis Use Disorder From 2008 to 2016

Cerdá, Magdalena; Mauro, Christine; Hamilton, Ava; Levy, Natalie S; Santaella-Tenorio, Julián; Hasin, Deborah; Wall, Melanie M; Keyes, Katherine M; Martins, Silvia S
Importance/UNASSIGNED:Little is known about changes in marijuana use and cannabis use disorder (CUD) after recreational marijuana legalization (RML). Objectives/UNASSIGNED:To examine the associations between RML enactment and changes in marijuana use, frequent use, and CUD in the United States from 2008 to 2016. Design, Setting, and Participants/UNASSIGNED:This survey study used repeated cross-sectional survey data from the National Survey on Drug Use and Health (2008-2016) conducted in the United States among participants in the age groups of 12 to 17, 18 to 25, and 26 years or older. Interventions/UNASSIGNED:Multilevel logistic regression models were fit to obtain estimates of before-vs-after changes in marijuana use among respondents in states enacting RML compared to changes in other states. Main Outcomes and Measures/UNASSIGNED:Self-reported past-month marijuana use, past-month frequent marijuana use, past-month frequent use among past-month users, past-year CUD, and past-year CUD among past-year users. Results/UNASSIGNED:The study included 505 796 respondents consisting of 51.51% females and 77.24% participants 26 years or older. Among the total, 65.43% were white, 11.90% black, 15.36% Hispanic, and 7.31% of other race/ethnicity. Among respondents aged 12 to 17 years, past-year CUD increased from 2.18% to 2.72% after RML enactment, a 25% higher increase than that for the same age group in states that did not enact RML (odds ratio [OR], 1.25; 95% CI, 1.01-1.55). Among past-year marijuana users in this age group, CUD increased from 22.80% to 27.20% (OR, 1.27; 95% CI, 1.01-1.59). Unmeasured confounders would need to be more prevalent in RML states and increase the risk of cannabis use by 1.08 to 1.11 times to explain observed results, indicating results that are sensitive to omitted variables. No associations were found among the respondents aged 18 to 25 years. Among respondents 26 years or older, past-month marijuana use after RML enactment increased from 5.65% to 7.10% (OR, 1.28; 95% CI, 1.16-1.40), past-month frequent use from 2.13% to 2.62% (OR, 1.24; 95% CI, 1.08-1.41), and past-year CUD from 0.90% to 1.23% (OR, 1.36; 95% CI, 1.08-1.71); these results were more robust to unmeasured confounding. Among marijuana users in this age group, past-month frequent marijuana use and past-year CUD did not increase after RML enactment. Conclusions and Relevance/UNASSIGNED:This study's findings suggest that although marijuana legalization advanced social justice goals, the small post-RML increase in risk for CUD among respondents aged 12 to 17 years and increased frequent use and CUD among adults 26 years or older in this study are a potential public health concern. To undertake prevention efforts, further studies are warranted to assess how these increases occur and to identify subpopulations that may be especially vulnerable.
PMID: 31722000
ISSN: 2168-6238
CID: 4185482

Measuring relationships between proactive reporting state-level prescription drug monitoring programs and county-level fatal prescription opioid overdoses

Cerdá, Magdalena; Ponicki, William; Smith, Nathan; Rivera-Aguirre, Ariadne; Davis, Corey S; Marshall, Brandon D L; Fink, David S; Henry, Stephen G; Castillo-Carniglia, Alvaro; Wintemute, Garen J; Gaidus, Andrew; Gruenewald, Paul; Martins, Silvia S
BACKGROUND:Prescription drug monitoring programs (PDMPs) that collect and distribute information on dispensed controlled substances have been adopted by nearly all US states. We know little about program characteristics that modify PDMP impact on prescription opioid overdose deaths. METHODS:We measured associations between adoption of any PDMP and changes in fatal prescription opioid overdoses in 2002-2016 across 3,109 counties in 49 states. We then measured changes related to the adoption of "proactive PDMPs", which report outlying prescribing/dispensing patterns and provide broader access to PDMP data by law enforcement. Comparisons were made within three time intervals that broadly represent the evolution of PDMPs (2002-2004, 2005-2009, 2010-2016). We modeled overdoses using Bayesian space-time models. RESULTS:Adoption of electronic PDMP access was associated with 9% lower rates of fatal prescription opioid overdoses after three years (rate ratio [RR]=0.91, 95% credible interval [CI]: 0.88-0.93) with well-supported effects for methadone (RR=0.86, CI: 0.82-0.90) and other synthetic opioids (RR=0.82, CI: 0.77-0.86). Compared to states with no/weak PDMPs, proactive PDMPs were associated with fewer deaths attributed to natural/semi-synthetic opioids (2002-2004: RR=0.72 (0.66-0.78); 2005-2009: RR=0.93 (0.90-0.97); 2010-2016: 0.89 (0.86-0.92)) and methadone (2002-2004: RR=0.77 (0.69-0.85); 2010-2016: RR=0.90 (0.86-0.94)). Unintended effects were observed for synthetic opioids other than methadone (2005-2009: RR=1.29 (1.21-1.38); 2010-2016: RR=1.22 (1.16-1.29)). CONCLUSIONS:State adoption of PDMPs was associated with fewer prescription opioid deaths overall while proactive PDMPs alone were associated with fewer deaths related to natural/semi-synthetic opioids and methadone, the specific targets of these programs.
PMID: 31596794
ISSN: 1531-5487
CID: 4129772

Repeat Assault Injury Among Adolescents Utilizing Emergency Care: A Statewide Longitudinal Study

Kwan, Kevin; Wiebe, Deborah; Cerdá, Magdelena; Goldman-Mellor, Sidra
BACKGROUND:Violent injuries are a leading cause of morbidity and mortality among youths. Little is known about adolescents' patterns of and risk factors for repeat assault injuries, yet understanding who is at risk for repeated assaults is important for intervention and prevention efforts. Investigating these questions in population-based adolescent samples is particularly critical. OBJECTIVE:Our aim was to estimate the 5-year cumulative incidence of and risk factors for repeat emergency department (ED) visits for assault injury among adolescents experiencing an index assault visit, and compare the method of injury for adolescents' first and second visits. METHODS:Statewide, longitudinal data from California were used to follow 17,845 adolescents who reported to an ED with assault-related injuries in 2010. Incidence rate ratios were estimated to examine risk factors for repeat assault injury within 1 year and 5 years following the index visit. RESULTS:A total of 3273 (18.3%) assaulted adolescents experienced one or more additional assault injury ED visits during the full follow-up period. Only 37.3% of these repeat assaults occurred within the first year following the index assault. Of adolescents with a repeat assault injury, the method of injury often changed and followed no clear pattern. Sociodemographic characteristics (e.g., older age, black race) and history of prior ED visits for assault and mental health problems predicted increased risk of repeat assault. CONCLUSIONS:Previous work may underestimate the rate of repeated assault among adolescents. Adolescents with a history of violence involvement and mental health problems are at elevated risk for repeated assault, and should be targeted for intervention.
PMCID:6702071
PMID: 31266688
ISSN: 0736-4679
CID: 5310212

Age- and Sex-Specific Increases in Stimulant Prescribing Rates-California, 2008-2017

Tseregounis, Iraklis Erik; Stewart, Susan L; Crawford, Andrew; Marshall, Brandon D L; Cerdá, Magdalena; Shev, Aaron B; Henry, Stephen G
Objective: To describe trends in prevalent and incident stimulant prescribing between 2008 and 2017 in California. Method: Statewide trends were estimated by age and sex category for prevalent (any) and incident (no prescriptions in the preceding 2 years) stimulant prescribing while adjusting for area-level covariates. Results: Prevalent prescribing rates increased by 126%, while incident prescribing increased 23%. Patients aged 25 to 44 years experienced over 200% increases in prevalent prescribing and 34% to 55% increases in incident prescribing. Among patients older than 25, women had consistently higher prescribing rates than men. ZIP code tabulation areas with the largest minority populations had the lowest baseline prescribing rates but experienced the greatest annual prescription rate increases. Conclusion: Adult stimulant prescribing increased substantially for early working aged adults. Prescription rates were greater for women than men.
PMID: 31680608
ISSN: 1557-1246
CID: 4184422