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Hyatt AS, William Flores M, Lê Cook B. Disproportionate increase in cannabis use among people with serious psychological distress and associations with psychiatric service use in the United States, 2009-2019. Addict Behav 2024; 157:108095. [PMID: 38905902 PMCID: PMC11283347 DOI: 10.1016/j.addbeh.2024.108095] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2024] [Revised: 06/05/2024] [Accepted: 06/17/2024] [Indexed: 06/23/2024]
Abstract
BACKGROUND Cannabis use is on the rise, but it is unclear how use is changing among individuals with serious psychological distress (SPD) compared to the general population as well as what associations this may have with mental health service use. METHODS Retrospective cohort study using the National Survey on Drug Use and Health (NSDUH) 2009-19 public use files of 447,228 adults aged ≥ 18 years. Multivariable logistic regression and predictive margin methods were used to estimate linear time trends in any and greater-than-weekly levels of cannabis use by year and SPD status and rates of psychiatric hospitalization and outpatient mental health care. FINDINGS Rates of any and weekly-plus cannabis use increased similarly among individuals with SPD compared to those without from 200 to 2014 but more rapidly in SPD every year from 2015 to 2019 (p < 0.001). Among individuals with SPD, no use was associated with a 4.2 % probability of psychiatric hospitalization, significantly less than less-than-weekly (5.0 %, p = 0.037) and weekly-plus cannabis use (5.1 %, p = 0.028). For outpatient mental health care, no use was associated with a 27.4 % probability (95 % CI 26.7-28.1 %) of any outpatient care, significantly less than less than weekly use (32.6 % probability, p < 0.001) and weekly-plus use (29.9 % probability, p = 0.01). CONCLUSIONS Cannabis use is increasing more rapidly among individuals with SPD than the general population, and is associated with increased rates of psychiatric hospitalization and outpatient service use. These findings can inform policy makers looking to tailor regulations on advertising for cannabis and develop public health messaging on cannabis use by people with mental illness.
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Affiliation(s)
- Andrew S Hyatt
- Health Equity Research Lab, Cambridge Health Alliance, 1493 Cambridge Street, Cambridge, MA 02139, USA; Department of Psychiatry, Harvard Medical School, 25 Shattuck Street, Boston, MA 02115, USA.
| | - Michael William Flores
- Health Equity Research Lab, Cambridge Health Alliance, 1493 Cambridge Street, Cambridge, MA 02139, USA; Department of Psychiatry, Harvard Medical School, 25 Shattuck Street, Boston, MA 02115, USA
| | - Benjamin Lê Cook
- Health Equity Research Lab, Cambridge Health Alliance, 1493 Cambridge Street, Cambridge, MA 02139, USA; Department of Psychiatry, Harvard Medical School, 25 Shattuck Street, Boston, MA 02115, USA
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Choi NG, Moore J, Choi BY. Cannabis use disorder and substance use treatment among U.S. adults. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2024; 167:209486. [PMID: 39151799 DOI: 10.1016/j.josat.2024.209486] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/14/2024] [Revised: 07/24/2024] [Accepted: 08/13/2024] [Indexed: 08/19/2024]
Abstract
INTRODUCTION Recent expansion of cannabis legalization in multiple states calls for reexamination of the prevalence of cannabis use, cannabis use disorder (CUD), and the associations between CUD severity and substance use treatment. We used Andersen's behavioral model of healthcare use as the conceptual/analytic framework for examining treatment use. METHODS We used data from the 2022 National Survey on Drug Use and Health (NSDUH; N = 47,100, age 18+) to describe the prevalence of past-year cannabis use, CUD and CUD severity, other substance use disorders, and substance use treatment. We compared sociodemographic, mental health, healthcare use, and cannabis and other substance use characteristics by CUD severity. Finally, we used logistic regression models to examine the associations between CUD severity and substance use treatment. RESULTS Of the U.S. adult population, 23.0 % used cannabis in the past year; 7.0 % had a CUD (3.9 % mild, 1.9 % moderate, and 1.2 % severe CUD); and 4.7 % received substance use treatment. Of past-year cannabis users, 30.3 % had CUD (16.9 % mild, 8.4 % moderate, and 5.0 % severe CUD), and 9.6 % received substance use treatment. Cannabis users had 3-4 times higher rates of other substance use disorders than nonusers. Of those with CUD, 38.4 % had moderate/severe mental illness, 52.4 % had other substance use disorders, and 16.5 % received substance use treatment. Among all cannabis users, moderate (aOR [adjusted odds ratios] = 1.48, 95 % CI = 1.03-2.13) and severe (aOR = 2.57, 95 % CI = 1.60-4.11) CUDs were associated with greater odds of substance use treatment. Among cannabis users without nicotine dependence and alcohol, opioid, tranquilizer/sedative, and stimulant use disorders, only severe CUD (aOR = 6.03, 95 % CI = 3.37-10.78) was associated with greater odds of substance use treatment. CONCLUSIONS This study shows increased prevalence of cannabis use and CUD among U.S. adults, and with or without other substance use disorders, CUD was associated with greater odds of substance use treatment. However, the overall low rate of treatment use among those with CUD is concerning. Healthcare providers need to provide education for both medical and recreational users on the development of tolerance and dependence. Harm reduction strategies to minimize the negative consequences of CUD are also needed.
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Affiliation(s)
- Namkee G Choi
- Steve Hicks School of Social Work, University of Texas at Austin, Austin, TX, USA.
| | - John Moore
- College of Social Work, Florida State University, Tallahassee, FL, USA
| | - Bryan Y Choi
- Department of Emergency Medicine, Philadelphia College of Osteopathic Medicine and BayHealth, Dover, DE, USA
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Armoon B, Griffiths MD, Mohammadi R, Ahounbar E, Fleury MJ. Acute care utilization and its associated determinants among patients with substance-related disorders: A worldwide systematic review and meta-analysis. J Psychiatr Ment Health Nurs 2023; 30:1096-1113. [PMID: 37211655 DOI: 10.1111/jpm.12936] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Revised: 05/03/2023] [Accepted: 05/07/2023] [Indexed: 05/23/2023]
Abstract
INTRODUCTION Identifying determinants of emergency department (ED) use and hospitalization among patients with substance-related disorders (SRDs) can improve health services to address unmet health needs. AIM The present study aimed to identify the prevalence rates of ED use and hospitalization, and their associated determinants among patients with SRDs. METHODS Studies in English published from January 1, 1995, to December 1, 2022, were searched on PubMed, Scopus, Cochrane Library, and Web of Science to identify primary studies. RESULTS The pooled prevalence rates of ED use and hospitalization among patients with SRDs were 36% and 41%, respectively. Patients with SRDs who were the most at risk of being both ED users and hospitalized were those (i) having medical insurance, (ii) having other drug and alcohol use disorders, (iii) having mental health disorders, and (iv) having chronic physical illnesses. A lower level of education increased the risk of ED use only. DISCUSSION To decrease ED use and hospitalization, more comprehensive services may be offered to these vulnerable patients with diversified needs. IMPLICATIONS FOR PRACTICE Chronic care integrating outreach interventions could be more provided for patients with SRDs after discharge from acute care units or hospitals.
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Affiliation(s)
- Bahram Armoon
- Social Determinants of Health Research Center, Saveh University of Medical Sciences, Saveh, Iran
| | - Mark D Griffiths
- International Gaming Research Unit, Psychology Department, Nottingham Trent University, Nottingham, UK
| | - Rasool Mohammadi
- Social Determinants of Health Research Center, School of Public Health and Nutrition, Lorestan University of Medical Sciences, Khorramabad, Iran
- Department of Biostatistics and Epidemiology, School of Public Health and Nutrition, Lorestan University of Medical Sciences, Khorramabad, Iran
| | - Elaheh Ahounbar
- Orygen, The National Center of Excellence in Youth Mental Health, University of Melbourne, Parkville, Victoria, Australia
- Center for Youth Mental Health, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Parkville, Victoria, Australia
| | - Marie-Josée Fleury
- Douglas Hospital Research Centre, Montreal, Quebec, Canada
- Department of Psychiatry, McGill University, Montreal, Quebec, Canada
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Armoon B, Fleury MJ, Griffiths MD, Bayani A, Mohammadi R, Ahounbar E. Emergency Department Use, Hospitalization, and Their Sociodemographic Determinants among Patients with Substance-Related Disorders: A Worldwide Systematic Review and Meta-Analysis. Subst Use Misuse 2023; 58:331-345. [PMID: 36592043 DOI: 10.1080/10826084.2022.2161313] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Background: Identifying the determinants of emergency department (ED) use and hospitalization among patients with substance-related disorders (SRD) can help inform healthcare services and case management regarding their unmet health needs and strategies to reduce their acute care. Objectives: The present study aimed to identify sociodemographic characteristics, type of used drug, and risky behaviors associated with ED use and hospitalization among patients with SRD. Methods: Studies in English published from January 1st, 1995 to April 30th, 2022 were searched from PubMed, Scopus, Cochrane Library, and Web of Science to identify primary studies on ED use and hospitalization among patients with SRD. Results: Of the 17,348 outputs found, a total of 39 studies met the eligibility criteria. Higher ED use and hospitalization among patients with SRD were associated with a history of homelessness (ED use: OR = 1.93, 95%CI = 1.32-2.83; hospitalization: OR = 1.53, 95%CI = 1.36-1.73) or of injection drug use (ED use: OR = 1.34, 95%CI = 1.13-1.59; hospitalization: OR = 1.42, 95%CI = 1.20-1.69). Being female (OR = 1.24, 95%CI = 1.14-1.35), using methamphetamine (OR = 1.99, 95%CI = 1.24-3.21) and tobacco (OR = 1.25, 95%CI = 1.11-1.42), having HIV (OR = 1.70, 95%CI = 1.47-1.96), a history of incarceration (OR = 1.90, 95%CI = 1.27-2.85) and injury (OR = 2.62, 95%CI = 1.08-6.35) increased ED use only, while having age over 30 years (OR = 1.40, 95%CI = 1.08-1.81) and using cocaine (OR = 1.60, 95%CI = 1.32-1.95) increased hospitalization only among patients with SRD. Conclusions: The finding outline the necessity of developing outreach program and primary care referral for patients with SRD. Establishing a harm reduction program, incorporating needle/syringe exchange programs, and safe injection training with the aim of declining ED use and hospitalization, is likely be another beneficial strategy for patients with SRD.
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Affiliation(s)
- Bahram Armoon
- Douglas Hospital Research Centre, Douglas Mental Health University InstituteMontreal, Quebec, Canada.,Department of Psychiatry, McGill University, Montreal, Quebec, Canada
| | - Marie-Josée Fleury
- Douglas Hospital Research Centre, Douglas Mental Health University InstituteMontreal, Quebec, Canada.,Department of Psychiatry, McGill University, Montreal, Quebec, Canada
| | - Mark D Griffiths
- International Gaming Research Unit, Psychology Department, Nottingham Trent University, Nottingham, UK
| | - Azadeh Bayani
- Student Research Committee, School of Allied Medical Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Rasool Mohammadi
- Social Determinants of Health Research Center, School of Public Health and Nutrition, Lorestan University of Medical Sciences, Khorramabad, Iran.,Department of Biostatistics and Epidemiology, School of Public Health and Nutrition, Lorestan University of Medical Sciences, Khorramabad, Iran
| | - Elaheh Ahounbar
- Orygen, The National Center of Excellence in Youth Mental Health, University of Melbourne, Parkville, VIC, Australia.,Center for Youth Mental Health, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Parkville, Australia
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Fleury MJ, Grenier G, Cao Z, Huỳnh C. Predictors of no, low and frequent emergency department use for any medical reason among patients with cannabis-related disorders attending Quebec (Canada) addiction treatment centres. Drug Alcohol Rev 2022; 41:1136-1151. [PMID: 35266240 DOI: 10.1111/dar.13451] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2021] [Revised: 01/30/2022] [Accepted: 01/30/2022] [Indexed: 11/26/2022]
Abstract
INTRODUCTION Patients with substance-related disorders and mental disorders (MD) contribute substantially to emergency department (ED) overcrowding. Few studies have identified predictors of ED use integrating service use correlates, particularly among patients with cannabis-related disorders (CRD). This study compared predictors of low (1-2 visits/year) or frequent (3+ visits/year) ED use with no ED use for a cohort of 9836 patients with CRD registered at Quebec (Canada) addiction treatment centres in 2012-2013. METHODS This longitudinal study used multinomial logistic regression to evaluate clinical, sociodemographic and service use variables from various databases as predictors of the frequency of ED use for any medical reason in 2015-2016 among patients with CRD. RESULTS Compared to non-ED users with CRD, frequent ED users included more women, rural residents, patients with serious MD and chronic CRD, dropouts from programs in addiction treatment centres and with less continuity of physician care. Compared with non-users, low ED users had more common MD and there more workers than students. DISCUSSION AND CONCLUSIONS Multimorbidity, including MD, chronic physical illnesses and other substance-related disorders than CRD, predicted more ED use and explained frequent use of outpatient services and prior specialised acute care, as did being 12-29 years, after controlling for all other covariates. Better continuity of physician care and reinforcement of programs like assertive community or integrated treatment, and chronic primary care models may protect against frequent ED use. Strategies like screening, brief intervention and treatment referral, including motivational therapy for preventing treatment dropout may also be expanded to decrease ED use.
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Affiliation(s)
- Marie-Josée Fleury
- Department of Psychiatry, McGill University, Montreal, Canada.,Douglas Hospital Research Centre, Douglas Mental Health University Institute, Montreal, Canada
| | - Guy Grenier
- Douglas Hospital Research Centre, Douglas Mental Health University Institute, Montreal, Canada
| | - Zhirong Cao
- Douglas Hospital Research Centre, Douglas Mental Health University Institute, Montreal, Canada
| | - Christophe Huỳnh
- Institut Universitaire sur les Dépendances, Centre Intégré Universitaire de Santé et des Services Sociaux du Centre-Sud-de-l'Île-de-Montréal, Montreal, Canada
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Montgomery L, Dixon S, Mantey DS. Racial and Ethnic Differences in Cannabis Use and Cannabis Use Disorder: Implications for Researchers. CURRENT ADDICTION REPORTS 2022; 9:14-22. [PMID: 35251891 PMCID: PMC8896813 DOI: 10.1007/s40429-021-00404-5] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
PURPOSE Heavy and prolonged use of cannabis is associated with several adverse health, legal and social consequences. Although cannabis use impacts all U.S. racial/ethnic groups, studies have revealed racial/ethnic disparities in the initiation, prevalence, prevention and treatment of cannabis use and Cannabis Use Disorder (CUD). This review provides an overview of recent studies on cannabis and CUD by race/ethnicity and a discussion of implications for cannabis researchers. FINDINGS The majority of studies focused on cannabis use and CUD among African American/Black individuals, with the smallest number of studies found among Native Hawaiians/Pacific Islanders. The limited number of studies highlight unique risk and protective factors for each racial/ethnic group, such as gender, mental health status, polysubstance use and cultural identity. SUMMARY Future cannabis studies should aim to provide a deeper foundational understanding of factors that promote the initiation, maintenance, prevention and treatment of cannabis use and CUD among racial/ethnic groups. Cannabis studies should be unique to each racial/ethnic group and move beyond racial comparisons.
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Affiliation(s)
- LaTrice Montgomery
- University of Cincinnati College of Medicine, Center for Addiction Research/Addiction Sciences Division, Cincinnati, Ohio
- Corresponding Author: LaTrice Montgomery, Ph.D., University of Cincinnati College of Medicine, Center for Addiction Research/Addiction Sciences Division, 3131 Harvey Avenue, Suite 204, Cincinnati, Ohio 45229; ; Phone: 513-585-8286
| | - Shapree Dixon
- University of Cincinnati College of Medicine, Center for Addiction Research/Addiction Sciences Division, Cincinnati, Ohio
| | - Dale S. Mantey
- Department of Health Promotion and Behavioral Science, University of Texas Health Science Center, Houston, Texas
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Fleury MJ, Grenier G, Cao Z, Huỳnh C. Profiles of individuals with cannabis-related disorders. Subst Abus 2022; 43:855-864. [PMID: 35179451 DOI: 10.1080/08897077.2021.2007515] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
Background: Profiles of individuals with cannabis-related disorders (CRD) in specialized addiction treatment centers serving high-need patients have not been identified. This longitudinal study developed a typology for 9,836 individuals with CRD attending Quebec (Canada) addiction treatment centers in 2012-2013. Methods: Data on sociodemographic, clinical and service use variables were extracted from several databases for the years 1996-1997 to 2014-2015. Individual profiles were produced using Latent Class Analysis and compared predicting health outcomes on emergency department (ED) use, hospitalizations and suicidal behaviors for 2015-2016. Results: Six profiles were identified: 1-Older individuals, many living in couples and working, with moderate health problems, receiving intensive general practitioner (GP) care and high continuity of physician care; 2-Older individuals with chronic CRD, multiple social and health problems, and low health service use (chronic CRD referred to experiencing CRD for several years; social problems related to homelessness, unemployment, having criminal records or living alone); 3-Students with few social and health problems, and low health service use; 4-Young adults, many working, with few health problems, least health service use and continuity of physician care; 5-Youth, many working but some criminal offenders, with 1 or 2 years of CRD, few health problems and high addiction treatment center use; and 6-Older individuals with chronic CRD and multiple social and health problems, high health service use and continuity of physician care. Profiles 6 and 2 had the worst health outcomes. Conclusions: For Profiles 2 to 5, outreach and motivational services should be prioritized, integrated health and criminal justice services for profile 5 and, for Profiles 2 and 6, assertive community treatments. Screening, brief intervention and referrals to addiction treatment centers may also be encouraged for individuals with CRD, particularly those in Profile 2. This cohort had high social and health needs relative to services received, suggesting continued need for care.
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Affiliation(s)
- Marie-Josée Fleury
- Douglas Hospital Research Centre, Douglas Mental Health University Institute, Montreal, Canada.,Department of Psychiatry, McGill University, Montreal, Canada
| | - Guy Grenier
- Douglas Hospital Research Centre, Douglas Mental Health University Institute, Montreal, Canada
| | - Zhirong Cao
- Douglas Hospital Research Centre, Douglas Mental Health University Institute, Montreal, Canada
| | - Christophe Huỳnh
- Institut universitaire sur les dépendances, Centre intégré universitaire de santé et des services sociaux du Centre-Sud-de-l'Île-de-Montréal, Montreal, Canada
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Linakis JG, Thomas SA, Bromberg JR, Casper TC, Chun TH, Mello MJ, Richards R, Ahmad F, Bajaj L, Brown KM, Chernick LS, Cohen DM, Dean JM, Fein J, Horeczko T, Levas MN, McAninch B, Monuteaux MC, Mull CC, Grupp-Phelan J, Powell EC, Rogers A, Shenoi RP, Suffoletto B, Vance C, Spirito A. Adolescent alcohol use predicts cannabis use over a three year follow-up period. Subst Abus 2022; 43:514-519. [PMID: 34236277 PMCID: PMC8759759 DOI: 10.1080/08897077.2021.1949665] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Background: Alcohol and cannabis use frequently co-occur, which can result in problems from social and academic impairment to dependence (i.e., alcohol use disorder [AUD] and/or cannabis use disorder [CUD]). The Emergency Department (ED) is an excellent site to identify adolescents with alcohol misuse, conduct a brief intervention, and refer to treatment; however, given time constraints, alcohol use may be the only substance assessed due to its common role in unintentional injury. The current study, a secondary data analysis, assessed the relationship between adolescent alcohol and cannabis use by examining the National Institute of Alcohol Abuse and Alcoholism (NIAAA) two question screen's (2QS) ability to predict future CUD at one, two, and three years post-ED visit. Methods: At baseline, data was collected via tablet self-report surveys from medically and behaviorally stable adolescents 12-17 years old (n = 1,689) treated in 16 pediatric EDs for non-life-threatening injury, illness, or mental health condition. Follow-up surveys were completed via telephone or web-based survey. Logistic regression compared CUD diagnosis odds at one, two, or three-year follow-up between levels constituting a single-level change in baseline risk categorization on the NIAAA 2QS (nondrinker versus low-risk, low- versus moderate-risk, moderate- versus high-risk). Receiver operating characteristic curve methods examined the predictive ability of the baseline NIAAA 2QS cut points for CUD at one, two, or three-year follow-up. Results: Adolescents with low alcohol risk had significantly higher rates of CUD versus nondrinkers (OR range: 1.94-2.76, p < .0001). For low and moderate alcohol risk, there was no difference in CUD rates (OR range: 1.00-1.08). CUD rates were higher in adolescents with high alcohol risk versus moderate risk (OR range: 2.39-4.81, p < .05). Conclusions: Even low levels of baseline alcohol use are associated with risk for a later CUD. The NIAAA 2QS is an appropriate assessment measure to gauge risk for future cannabis use.
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Affiliation(s)
| | | | - Julie R. Bromberg
- The Warren Alpert Medical School of Brown University;,Rhode Island Hospital
| | | | - Thomas H. Chun
- The Warren Alpert Medical School of Brown University;,Rhode Island Hospital
| | - Michael J. Mello
- The Warren Alpert Medical School of Brown University;,Rhode Island Hospital
| | | | - Fahd Ahmad
- St. Louis Children’s Hospital/ Washington University
| | | | | | | | | | | | - Joel Fein
- The Children’s Hospital of Philadelphia
| | - Timothy Horeczko
- Los Angeles Biomedical Research Institute at Harbor-UCLA Medical Center
| | | | - B McAninch
- University of Pittsburgh/ Children’s Hospital of Pittsburgh of UPMC
| | | | - Colette C. Mull
- Sidney Kimmel Medical College at Jefferson University/ Nemours Alfred I. duPont Hospital for Children
| | | | | | | | | | - Brian Suffoletto
- University of Pittsburgh/ Children’s Hospital of Pittsburgh of UPMC
| | | | - Anthony Spirito
- The Warren Alpert Medical School of Brown University;,Address correspondence to: Anthony Spirito, PhD, Alpert Medical School of Brown University, Department of Psychiatry and Human Behavior, Box G-BH, Providence, RI 02912, United States,
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Armoon B, Grenier G, Cao Z, Huỳnh C, Fleury MJ. Frequencies of emergency department use and hospitalization comparing patients with different types of substance or polysubstance-related disorders. Subst Abuse Treat Prev Policy 2021; 16:89. [PMID: 34922562 PMCID: PMC8684146 DOI: 10.1186/s13011-021-00421-7] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/03/2021] [Indexed: 01/20/2023] Open
Abstract
Background This study measured emergency department (ED) use and hospitalization for medical reasons among patients with substance-related disorders (SRD), comparing four subgroups: cannabis-related disorders, drug-related disorders other than cannabis, alcohol-related disorders and polysubstance-related disorders, controlling for various clinical, sociodemographic and service use variables. Methods Clinical administrative data for a cohort of 22,484 patients registered in Quebec (Canada) addiction treatment centers in 2012-13 were extracted for the years 2009-10 to 2015-16. Using negative binomial models, risks of frequent ED use and hospitalization were calculated for a 12-month period (2015-16). Results Patients with polysubstance-related disorders used ED more frequently than other groups with SRD. They were hospitalized more frequently than patients with cannabis or other drug-related disorders, but less frequently than those with alcohol-related disorders. Patients with alcohol-related disorders used ED more frequently than those with cannabis-related disorders and underwent more hospitalizations than both patients with cannabis-related and other drug-related disorders. Co-occurring SRD-mental disorders or SRD-chronic physical illnesses, more years with SRD, being women, living in rural territories, more frequent consultations with usual general practitioner or outpatient psychiatrist, and receiving more interventions in community healthcare centers increased frequency of ED use and hospitalization, whereas both adverse outcomes decreased with high continuity of physician care. Behavioral addiction, age less than 45 years, living in more materially deprived areas, and receiving 1-3 interventions in addiction treatment centers increased risk of frequent ED use, whereas living in semi-urban areas decreased ED use. Patients 25-44 years old receiving 4+ interventions in addiction treatment centers experienced less frequent hospitalization. Conclusion Findings showed higher risk of ED use among patients with polysubstance-related disorders, and higher hospitalization risk among patients with alcohol-related disorders, compared with patients affected by cannabis and other drug-related disorders. However, other variables contributed substantially more to the frequency of ED use and hospitalization, particularly clinical variables regarding complexity and severity of health conditions, followed by service use variables. Another important finding was that high continuity of physician care helped decrease the use of acute care services. Strategies like integrated care and outreach interventions may enhance SRD services. Supplementary Information The online version contains supplementary material available at 10.1186/s13011-021-00421-7.
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Affiliation(s)
- Bahram Armoon
- Douglas Hospital Research Centre, Douglas Mental Health University Institute, 6875 LaSalle Blvd, Montreal, QC, H4H 1R3, Canada
| | - Guy Grenier
- Douglas Hospital Research Centre, Douglas Mental Health University Institute, 6875 LaSalle Blvd, Montreal, QC, H4H 1R3, Canada
| | - Zhirong Cao
- Douglas Hospital Research Centre, Douglas Mental Health University Institute, 6875 LaSalle Blvd, Montreal, QC, H4H 1R3, Canada
| | - Christophe Huỳnh
- Institut universitaire sur les dépendances du Centre intégré universitaire de santé et des services sociaux du Centre-Sud-de-l'Île-de-Montréal, 950 Louvain Est, Montréal, Québec, H2M 2E8, Canada
| | - Marie-Josée Fleury
- Douglas Hospital Research Centre, Douglas Mental Health University Institute, 6875 LaSalle Blvd, Montreal, QC, H4H 1R3, Canada. .,Department of Psychiatry, McGill University, 1033 Pine Avenue West, Montreal, QC, H3A 1A1, Canada.
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Moore J, Renn T, Veeh C. The metropolitan context of substance use and substance use disorders among US adults on probation or parole supervision. Subst Abus 2021; 43:161-170. [PMID: 33848449 DOI: 10.1080/08897077.2021.1903651] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
BACKGROUND Rates of substance use and substance use disorders are higher among adults on probation or parole supervision compared to the general population. Substance use is a risk factor of not adhering to supervision requirements, which may result in revocation and incarceration. Examining associations of metropolitan area status with substance use and substance use disorders may identify specific substance use behaviors that can be targeted in community corrections prevention and treatment services. The present study examined associations of metropolitan area residency with substance use and substance use disorders among adults on probation or parole supervision. Methods: Data came from the 2015 to 2018 National Survey on Drug Use and Health ([NSDUH]; N = 4266 adults on parole or probation). Multivariable logistic regression was run for substance-specific models for each of the two outcomes of past-year use and substance use disorder. Results: Nonmetropolitan residency was associated with higher odds of methamphetamine use and lower odds of cocaine use. Nonmetropolitan residency was associated with higher odds of methamphetamine use disorder and lower odds of opioid use disorder and cocaine use disorder. Conclusions: Study findings highlight the differences of substance use and substance use disorders between levels of metropolitan areas for those on probation or parole. Findings suggest that cocaine use should be emphasized in clinical services in large metropolitan areas, whereas methamphetamine use may be prioritized in nonmetropolitan areas. Further study is needed to investigate the interface of substance use behaviors and community corrections outcomes across metropolitan and nonmetropolitan areas.
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Affiliation(s)
- John Moore
- Steve Hicks School of Social Work, The University of Texas at Austin, Austin, TX, USA
| | - Tanya Renn
- College of Social Work, Florida State University, Tallahassee, FL, USA
| | - Christopher Veeh
- School of Social Work, The University of Iowa, Iowa City, IA, USA
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Crocker CE, Carter AJE, Emsley JG, Magee K, Atkinson P, Tibbo PG. When Cannabis Use Goes Wrong: Mental Health Side Effects of Cannabis Use That Present to Emergency Services. Front Psychiatry 2021; 12:640222. [PMID: 33658953 PMCID: PMC7917124 DOI: 10.3389/fpsyt.2021.640222] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/10/2020] [Accepted: 01/19/2021] [Indexed: 12/25/2022] Open
Abstract
Cannabis use is a modifiable risk factor for the development and exacerbation of mental illness. The strongest evidence of risk is for the development of a psychotic disorder, associated with early and consistent use in youth and young adults. Cannabis-related mental health adverse events precipitating Emergency Department (ED) or Emergency Medical Services presentations can include anxiety, suicidal thoughts, psychotic or attenuated psychotic symptoms, and can account for 25-30% of cannabis-related ED visits. Up to 50% of patients with cannabis-related psychotic symptoms presenting to the ED requiring hospitalization will go on to develop schizophrenia. With the legalization of cannabis in various jurisdiction and the subsequent emerging focus of research in this area, our understanding of who (e.g., age groups and risk factors) are presenting with cannabis-related adverse mental health events in an emergency situation is starting to become clearer. However, for years we have heard in popular culture that cannabis use is less harmful or no more harmful than alcohol use; however, this does not appear to be the case for everyone. It is evident that these ED presentations should be considered another aspect of potentially harmful outcomes that need to be included in knowledge mobilization. In the absence of a clear understanding of the risk factors for mental health adverse events with cannabis use it can be instructive to examine what characteristics are seen with new presentations of mental illness both in emergency departments (ED) and early intervention services for mental illness. In this narrative review, we will discuss what is currently known about cannabis-related mental illness presentations to the ED, discussing risk variables and outcomes both prior to and after legalization, including our experiences following cannabis legalization in Canada. We will also discuss what is known about cannabis-related ED adverse events based on gender or biological sex. We also touch on the differences in magnitude between the impact of alcohol and cannabis on emergency mental health services to fairly present the differences in service demand with the understanding that these two recreational substances may impact different populations of individuals at risk for adverse events.
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Affiliation(s)
- Candice E Crocker
- Department of Psychiatry, Dalhousie University, Halifax, NS, Canada.,Department of Diagnostic Radiology, Dalhousie University, Halifax, NS, Canada
| | - Alix J E Carter
- Department of Emergency Medicine, Dalhousie University, Halifax, NS, Canada.,Emergency Health Services, Halifax, NS, Canada
| | - Jason G Emsley
- Department of Emergency Medicine, Dalhousie University, Halifax, NS, Canada
| | - Kirk Magee
- Department of Emergency Medicine, Dalhousie University, Halifax, NS, Canada
| | - Paul Atkinson
- Department of Emergency Medicine, Dalhousie University, Halifax, NS, Canada.,Horizon Health Network, Saint John, NB, Canada
| | - Philip G Tibbo
- Department of Psychiatry, Dalhousie University, Halifax, NS, Canada
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12
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Hua JT, Afshar M, Clark BJ, Kovacs EJ, Burnham EL. The relationship of cannabis decriminalization in Colorado and cannabis use in individuals with alcohol use disorders. J Cannabis Res 2020; 2:13. [PMID: 33526125 PMCID: PMC7819320 DOI: 10.1186/s42238-020-00018-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2019] [Accepted: 02/18/2020] [Indexed: 11/10/2022] Open
Abstract
OBJECTIVE Over the past decade, cannabis use has become increasingly popular in states that include Colorado. During this time, alcohol use disorders (AUDs) and alcohol-related medical conditions have also been consistently recognized as public health problems with increasing prevalence in the state. Despite the widespread use of cannabis in Colorado, the epidemiology of cannabis use among those with AUDs has been poorly described. Therefore, we sought to examine cannabis use among individuals with likely AUDs and individuals with low-risk alcohol use during a time of major Colorado legislative changes before and after legalization of recreational cannabis in 2012. METHODS This study was a secondary data analysis conducted with information from 303 participants (80% male) in the Denver, CO metropolitan enrolled between August 2007 and April 2016 for studies related to alcohol and lung health. Of these participants, 188 (62%) were completing inpatient alcohol detoxification with likely AUDs. All participants completed the Alcohol Use Disorder Identification Test (AUDIT) to establish their likelihood of an AUD, and all had information on current cannabis use assessed by questionnaire and urine toxicology testing. RESULTS Individuals with likely AUDs more commonly used cannabis compared to control participants (42% vs 27%, p = 0.007). In multiple logistic regression analyses, participant type (likely AUD versus control), tobacco smoking, and age were significantly associated with cannabis smoking; however, the year of participant enrollment was not. Adjusted odds for cannabis use among participants with likely AUDs were 2.97 (1.51-5.82), p = 0.002, while odds for cannabis use among tobacco smokers were 3.67 (1.94-6.93), p < 0.0001. Among control participants, tobacco smoking increased odds of cannabis use seven-fold. CONCLUSIONS Our findings highlight the exceptionally high odds of cannabis use among individuals with likely AUDs undergoing alcohol detoxification at a Colorado treatment facility before and after legalization of recreational cannabis. Targeted investigations into the medical and psychiatric consequences of combined alcohol and cannabis use are urgently needed to define its health impact in these vulnerable individuals.
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Affiliation(s)
- Jeremy T Hua
- Department of Medicine, University of Colorado School of Medicine, Aurora, CO, USA
| | - Majid Afshar
- Department of Medicine, Division of Pulmonary and Critical Care, Loyola University Chicago Health Sciences Campus, Chicago, IL, USA
| | - Brendan J Clark
- Department of Medicine, Division of Pulmonary Sciences and Critical Care Medicine, University of Colorado School of Medicine, 12700 E. 19th St. C272, Aurora, CO, 80045, USA
| | - Elizabeth J Kovacs
- Department of Surgery, Division of GI, Trauma, and Endocrine Surgery, University of Colorado School of Medicine, Aurora, CO, USA
| | - Ellen L Burnham
- Department of Medicine, Division of Pulmonary Sciences and Critical Care Medicine, University of Colorado School of Medicine, 12700 E. 19th St. C272, Aurora, CO, 80045, USA.
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13
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Müller-Oehring EM, Le Berre AP, Serventi M, Kalon E, Haas AL, Padula CB, Schulte T. Brain activation to cannabis- and alcohol-related words in alcohol use disorder. Psychiatry Res Neuroimaging 2019; 294:111005. [PMID: 31715379 PMCID: PMC6886708 DOI: 10.1016/j.pscychresns.2019.111005] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/20/2019] [Revised: 10/29/2019] [Accepted: 10/31/2019] [Indexed: 12/18/2022]
Abstract
Cannabis abuse commonly co-occurs with alcohol use disorder (AUD). With increased acceptance and accessibility to cannabis in the US, it is imperative to understand the psychological and neural mechanisms of concurrent alcohol and cannabis use. We hypothesized that neural alcohol-cue conditioning may extent to other drug-related stimuli, such as cannabis, and underwrite the loss of control over reward-driven behavior. Task-activated fMRI examined the neural correlates of alcohol- and cannabis-related word cues in 21 abstinent AUD and 18 control subjects. Relative to controls, AUD showed behavioral attentional biases and frontal hypoactivation to both alcohol- and cannabis-related words. This cue-elicited prefrontal hypoactivation was related to higher lifetime alcohol consumption (pcorrected < 0.02) and modulated by past cannabis use histories (p ≦ 0.001). In particular, frontal hypoactivation to both alcohol and cannabis cues was pronounced in AUD without prior cannabis exposure. Overall, frontal control mechanisms in abstinent AUD were not sufficiently engaged to override automatic alcohol and cannabis-related intrusions, enhancing the risk for relapse and potentially for alcohol and cannabis co-use with the increased social acceptance and accessibility in the US.
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Affiliation(s)
- Eva M Müller-Oehring
- Neuroscience Program, SRI International, Menlo Park, CA, United States; Dept. of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, United States
| | - Anne-Pascale Le Berre
- Dept. of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, United States
| | - Matthew Serventi
- Neuroscience Program, SRI International, Menlo Park, CA, United States; Dept. of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, United States
| | - Ember Kalon
- Neuroscience Program, SRI International, Menlo Park, CA, United States; Dept. of Psychology, Palo Alto University, Palo Alto, CA, United States
| | - Amie L Haas
- Dept. of Psychology, Palo Alto University, Palo Alto, CA, United States
| | - Claudia B Padula
- Dept. of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, United States; VA Palo Alto Health Care System, Palo Alto, CA, United States
| | - Tilman Schulte
- Neuroscience Program, SRI International, Menlo Park, CA, United States; Dept. of Psychology, Palo Alto University, Palo Alto, CA, United States.
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14
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Miller AP, Merkle EC, Galenkamp H, Stronks K, Derks EM, Gizer IR. Differential item functioning analysis of the CUDIT and relations with alcohol and tobacco use among men across five ethnic groups: The HELIUS study. PSYCHOLOGY OF ADDICTIVE BEHAVIORS 2019; 33:697-709. [PMID: 31697091 DOI: 10.1037/adb0000521] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Cannabis use has been rising despite recognition of the negative consequences associated with heavy use. The severity of these consequences has been shown to differ across racial/ethnic groups, even when controlling for consumption levels. The present study conducted an item response theory (IRT) analysis of the Cannabis Use Disorders Identification Test (CUDIT) to better understand the patterns of problematic cannabis use and their relation with other substance use across ethnic groups in the Healthy Life in an Urban Setting (HELIUS) study. CUDIT responses from 1,960 cannabis-using African Surinamese, South-Asian Surinamese, Dutch, Moroccan, and Turkish ethnic origin participants were used to test for differential item functioning (DIF) within an IRT framework. After restricting the sample to men because of low frequency of use among women, several instances of uniform DIF were identified. Multiple-group IRT analysis yielded a harmonized cannabis use phenotype that was used to estimate ethnic group differences in problematic cannabis use and its relation to alcohol and tobacco co-use. These analyses suggested that cannabis users from certain ethnic minority groups experienced higher rates of problematic use than the majority group despite lower rates of cannabis use. Further, cannabis and tobacco use were positively related across groups, whereas only ethnic minority groups showed a positive relation between cannabis and alcohol use. These results demonstrate the importance of accounting for DIF when examining group differences in problematic cannabis use, and support prior evidence suggesting that certain ethnic minority groups may be more likely to experience problematic cannabis use and alcohol co-use relative to the majority group. (PsycINFO Database Record (c) 2019 APA, all rights reserved).
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15
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Burden of Persistent Vomiting With Cannabis Use Disorder: Report From 55,549 Hospitalizations in the United States. PSYCHOSOMATICS 2019; 60:549-555. [DOI: 10.1016/j.psym.2019.07.003] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/07/2019] [Revised: 07/01/2019] [Accepted: 07/02/2019] [Indexed: 01/17/2023]
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16
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Lapham GT, Campbell CI, Yarborough BJH, Hechter RC, Ahmedani BK, Haller IV, Kline-Simon AH, Satre DD, Loree AM, Weisner C, Binswanger IA. The prevalence of Healthcare Effectiveness Data and Information Set (HEDIS) initiation and engagement in treatment among patients with cannabis use disorders in 7 US health systems. Subst Abus 2019; 40:268-277. [PMID: 30657438 DOI: 10.1080/08897077.2018.1544964] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
Background: Cannabis use disorders (CUDs) have increased with more individuals using cannabis, yet few receive treatment. Health systems have adopted the Healthcare Effectiveness Data and Information Set (HEDIS) quality measures of initiation and engagement in alcohol and other drug (AOD) dependence treatment, but little is known about the performance of these among patients with CUDs. Methods: This cohort study utilized electronic health records and claims data from 7 health care systems to identify patients with documentation of a new index CUD diagnosis (no AOD diagnosis ≤60 days prior) from International Classification of Diseases, Ninth revision, codes (October 1, 2014, to August 31, 2015). The adjusted prevalence of each outcome (initiation, engagement, and a composite of both) was estimated from generalized linear regression models, across index identification settings (inpatient, emergency department, primary care, addiction treatment, and mental health/psychiatry), AOD comorbidity (patients with CUD only and CUD plus other AOD diagnoses), and patient characteristics. Results: Among 15,202 patients with an index CUD diagnosis, 30.0% (95% confidence interval [CI]: 29.2-30.7%) initiated, 6.9% (95% CI: 6.2-7.7%) engaged among initiated, and 2.1% (95% CI: 1.9-2.3%) overall both initiated and engaged in treatment. The adjusted prevalence of outcomes varied across index identification settings and was highest among patients diagnosed in addiction treatment, with 25.0% (95% CI: 22.5-27.6%) initiated, 40.9% (95% CI: 34.8-47.0%) engaged, and 12.5% (95% CI: 10.0-15.1%) initiated and engaged. The adjusted prevalence of each outcome was generally highest among patients with CUD plus other AOD diagnosis at index diagnosis compared with those with CUD only, overall and across index identification settings, and was lowest among uninsured and older patients. Conclusion: Among patients with a new CUD diagnosis, the proportion meeting HEDIS criteria for initiation and/or engagement in AOD treatment was low and demonstrated variation across index diagnosis settings, AOD comorbidity, and patient characteristics, pointing to opportunities for improvement.
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Affiliation(s)
- Gwen T Lapham
- Kaiser Permanente Washington Health Research Institute, Seattle, Washington, USA.,Department of Health Services, University of Washington School of Public Health, Seattle, Washington, USA
| | - Cynthia I Campbell
- Division of Research, Kaiser Permanente Northern California, Oakland, California, USA
| | | | - Rulin C Hechter
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California, USA
| | - Brian K Ahmedani
- Center for Health Policy and Health Services Research, Henry Ford Health System, Detroit, Michigan, USA
| | - Irina V Haller
- Essentia Institute of Rural Health, Duluth, Minnesota, USA
| | - Andrea H Kline-Simon
- Division of Research, Kaiser Permanente Northern California, Oakland, California, USA
| | - Derek D Satre
- Division of Research, Kaiser Permanente Northern California, Oakland, California, USA.,Department of Psychiatry, Weill Institute for Neurosciences, University of California San Francisco, San Francisco, California, USA
| | - Amy M Loree
- Center for Health Policy and Health Services Research, Henry Ford Health System, Detroit, Michigan, USA
| | - Constance Weisner
- Division of Research, Kaiser Permanente Northern California, Oakland, California, USA.,Department of Psychiatry, Weill Institute for Neurosciences, University of California San Francisco, San Francisco, California, USA
| | - Ingrid A Binswanger
- Institute for Health Research, Kaiser Permanente Colorado, Aurora, Colorado, USA.,Colorado Permanente Medical Group, Aurora, Colorado, USA.,Division of General Internal Medicine, University of Colorado School of Medicine, Aurora, Colorado, USA
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17
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Wani RJ, Wisdom JP, Wilson FA. Emergency Department Utilization for Substance Use-Related Disorders and Assessment of Treatment Facilities in New York State, 2011-2013. Subst Use Misuse 2019; 54:482-494. [PMID: 30380976 DOI: 10.1080/10826084.2018.1517801] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Abstract
BACKGROUND Annually, 1.8 million New York (NY) residents experience substance use disorders (SUDs). Even though emergency departments (EDs) continue to experience high numbers of SUD-related visits, only 15% receive treatment. OBJECTIVES This study estimates hospital-based EDs rates for SUDs in the State of New York. Also, the geographic distribution of substance use treatment centers and EDs are mapped to correlate utilization with access to care. METHODS The 2011-2013 Healthcare Cost and Utilization Project's NY State Emergency Department Database provided information on utilization of services in EDs, charges, diagnoses, and discharge, as well as patient demographic variables. All patients within NY who had visited the ED for SUDs comprised the study population. Geographic mapping of EDs and substance abuse treatment centers at the county-level is based on data from the National Emergency Department Inventory and National Survey of Substance Abuse Treatment Services, respectively. RESULTS A total of 492,419 ED visits for SUDs were reported through 2011-2013. Despite NY's Medicaid expansion in 2012, ED visits increased in 2013. About $856 million was spent in treating SUDs in EDs, with average charge of $1,764 per visit. Conclusions/Importance: Alcohol and drug-induced mental disorders are increasingly prevalent in New York's EDs. There is a need to develop health policies and programs to improve access to care for SUDs in urban states.
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Affiliation(s)
- Rajvi J Wani
- a Department of Health Services Research, Administration and Policy, College of Public Health , University of Nebraska Medical Center , Omaha , Nebraska , USA
| | - Jennifer P Wisdom
- b Graduate School of Public Health and Health Policy, Department of Health Policy and Management, Center for Innovation in Mental Health , City University of New York , New York , New York , USA
| | - Fernando A Wilson
- a Department of Health Services Research, Administration and Policy, College of Public Health , University of Nebraska Medical Center , Omaha , Nebraska , USA
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