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Noel JK, Rosenthal SR, Torres JN, Gately KA, Borden SK. Driving after substance use in Rhode Island adolescents: A cross-sectional analysis of surveillance data. TRAFFIC INJURY PREVENTION 2024; 25:562-570. [PMID: 38578273 DOI: 10.1080/15389588.2024.2335317] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/14/2023] [Accepted: 03/22/2024] [Indexed: 04/06/2024]
Abstract
OBJECTIVE Existing literature on driving under the influence during adolescence is sparse, especially for driving after the use of non-medical prescription drugs (DAP). This study examines the prevalence of driving after use of alcohol (DAA), cannabis (DAC), and DAP, and examines the role of several potential risk and protective factors. METHODS This was a secondary analysis of the 2022 Rhode Island Study Survey, a cross-sectional survey of middle and high school students. Separate multivariable regressions were conducted for each outcome among lifetime users for each substance, controlling for current substance use, individual-, perceived parental-, and perceived friend-substance use risk perception, age, sexual/gender minority (SGM) status, race, ethnicity, school level, and town poverty level. RESULTS Among lifetime users of alcohol (n = 3849), cannabis (n = 2289), and non-medical prescription drugs (n = 611), the prevalence of DAA, DAC, and DAP was 4.9, 14.3, and 16.9%, respectively. Current substance use, high individual risk perception, being nonwhite, and being Hispanic were risk factors for DAA while perceiving parent's risk perception as negative and being heterosexual cisgender-female were protective. Current substance use, negative individual risk perception, and being nonwhite were risk factors for DAC while perceiving parent's risk perception as negative and being in high school were protective. Current substance use and older age were risk factors for DAP while perceiving parent's risk perception as negative and perceiving friend's risk perception as negative were protective. CONCLUSIONS Driving under the influence is a concern among adolescent substance users. Current substance use and perceived parental risk perception as negative are common risks and protective factors, respectively. Findings suggest substance-specific, heterogeneous interventions are needed. For example, interventions focusing on peer perceptions are most relevant for DAP, while shifting personal perceptions of harm are most relevant for DAC.
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Affiliation(s)
- Jonathan K Noel
- Department of Health Science, College of Health & Wellness, Johnson & Wales University, Providence, Rhode Island
- Center for Student Research & Interdisciplinary Collaboration, Johnson & Wales University, Providence, Rhode Island
| | - Samantha R Rosenthal
- Department of Health Science, College of Health & Wellness, Johnson & Wales University, Providence, Rhode Island
- Center for Student Research & Interdisciplinary Collaboration, Johnson & Wales University, Providence, Rhode Island
- Department of Epidemiology, Brown School of Public Health, Providence, Rhode Island
| | - Jadyn N Torres
- Center for Student Research & Interdisciplinary Collaboration, Johnson & Wales University, Providence, Rhode Island
| | - Kelsey A Gately
- Department of Health Science, College of Health & Wellness, Johnson & Wales University, Providence, Rhode Island
- Center for Student Research & Interdisciplinary Collaboration, Johnson & Wales University, Providence, Rhode Island
| | - Samantha K Borden
- Data Evaluation, and Compliance Unit, RI Department of Behavioral Healthcare, Developmental Disabilities and Hospitals, Cranston, Rhode Island
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Fishman M, Wenzel K, Gauthier P, Borodovsky J, Murray O, Subramaniam G, Levy S, Fredyma E, McLeman B, Marsch LA. Engagement, initiation, and retention in medication treatment for opioid use disorder among young adults: A narrative review of challenges and opportunities. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2024:209352. [PMID: 38494051 DOI: 10.1016/j.josat.2024.209352] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/01/2023] [Revised: 02/24/2024] [Accepted: 03/06/2024] [Indexed: 03/19/2024]
Abstract
INTRODUCTION Opioid Use Disorder (OUD) is a catastrophic public health problem for young adults (YAs) and their families. While medication for OUD (MOUD) is safe, effective, and recognized as the standard of care, its' uptake and success have been limited in YAs compared to older adults. METHODS This narrative review summarizes the existing literature and highlights select studies regarding barriers to YA MOUD, potential explanations for those barriers, and strategies to overcome them. RESULTS Barriers are prominent along the entire cascade of care, including: treatment engagement and entry, MOUD initiation, and MOUD retention. Hypothesized explanations for barriers include: developmental vulnerability, inadequate treatment system capacity, stigma against MOUD, among others. Interventions to address barriers include: promotion of family involvement, increasing provider capacity, integration of MOUD into primary care, assertive outreach, and others. CONCLUSIONS Integrating an adapted version of family coaching from the Community Reinforcement Approach and Family Training (CRAFT) and other models into YA MOUD treatment serves as an example of an emerging novel practice that holds promise for broadening the funnel of engagement in treatment and initiation of MOUD, and enhancing treatment outcomes. This and other developmentally-informed approaches should be evaluated as part of a high-priority clinical and research agenda for improving OUD treatment for YAs.
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Affiliation(s)
- Marc Fishman
- Maryland Treatment Centers, 3800 Frederick Avenue, Baltimore, MD 21229, USA; Johns Hopkins University School of Medicine, Dept of Psychiatry, 3800 Frederick Avenue, Baltimore, MD 21229, USA.
| | - Kevin Wenzel
- Maryland Treatment Centers, 3800 Frederick Avenue, Baltimore, MD 21229, USA
| | - Phoebe Gauthier
- Center for Technology and Behavioral Health, Geisel School of Medicine at Dartmouth College, 46 Centerra Parkway, Suite 315, Lebanon, NH 03766, USA
| | - Jacob Borodovsky
- Center for Technology and Behavioral Health, Geisel School of Medicine at Dartmouth College, 46 Centerra Parkway, Suite 315, Lebanon, NH 03766, USA
| | - Owen Murray
- Center for Technology and Behavioral Health, Geisel School of Medicine at Dartmouth College, 46 Centerra Parkway, Suite 315, Lebanon, NH 03766, USA
| | - Geetha Subramaniam
- Center for Clinical Trials Network, National Institute on Drug Abuse, 301 North Stonestreet Ave, Bethesda, MD 20892, USA
| | - Sharon Levy
- Boston Children's Hospital, Division of Addiction Medicine, Harvard Medical School, 300 Longwood Avenue, Boston, MA 02115, USA
| | - Emma Fredyma
- Center for Technology and Behavioral Health, Geisel School of Medicine at Dartmouth College, 46 Centerra Parkway, Suite 315, Lebanon, NH 03766, USA
| | - Bethany McLeman
- Center for Technology and Behavioral Health, Geisel School of Medicine at Dartmouth College, 46 Centerra Parkway, Suite 315, Lebanon, NH 03766, USA
| | - Lisa A Marsch
- Center for Technology and Behavioral Health, Geisel School of Medicine at Dartmouth College, 46 Centerra Parkway, Suite 315, Lebanon, NH 03766, USA
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Aneni K, Fernandes CSF, Hoerner LA, Szapary C, Pendergrass Boomer TM, Fiellin LE. A Video Game Intervention to Prevent Opioid Misuse Among Older Adolescents: Development and Preimplementation Study. JMIR Serious Games 2023; 11:e46912. [PMID: 37921851 PMCID: PMC10656656 DOI: 10.2196/46912] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Revised: 07/31/2023] [Accepted: 09/08/2023] [Indexed: 11/04/2023] Open
Abstract
BACKGROUND Opioid misuse and mental disorders are highly comorbid conditions. The ongoing substance misuse and mental health crises among adolescents in the United States underscores the importance of widely scalable substance misuse preventive interventions that also address mental health risks. Serious video games offer an engaging, widely scalable method for delivering and implementing preventive interventions. However, there are no video game interventions that focus on preventing opioid misuse among older adolescents, and there are limited existing video game interventions that address mental health. OBJECTIVE This study aims to develop and conduct a formative evaluation of a video game intervention to prevent opioid misuse and promote mental health among adolescents aged 16-19 years (PlaySmart). We conducted formative work in preparation for a subsequent randomized controlled trial. METHODS We conducted development and formative evaluation of PlaySmart in 3 phases (development, playtesting, and preimplementation) through individual interviews and focus groups with multiple stakeholders (adolescents: n=103; school-based health care providers: n=51; and addiction treatment providers: n=6). PlaySmart content development was informed by the health belief model, the theory of planned behavior, and social cognitive theory. User-centered design principles informed the approach to development and play testing. The Exploration, Preparation, Implementation, and Sustainability framework informed preimplementation activities. Thematic analysis was used to identify themes from interviews and focus groups that informed PlaySmart game content and approaches to future implementation of PlaySmart. RESULTS We developed a novel video game PlaySmart for older adolescents that addresses the risk and protective factors for opioid misuse and mental health. Nine themes emerged from the focus groups that provided information regarding game content. Playtesting revealed areas of the game that required improvement, which were modified for the final game. Preimplementation focus groups identified potential barriers and facilitators for implementing PlaySmart in school settings. CONCLUSIONS PlaySmart offers a promising digital intervention to address the current opioid and mental health crises among adolescents in a scalable manner.
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Affiliation(s)
- Kammarauche Aneni
- Child Study Center, Yale University School of Medicine, New Haven, CT, United States
- Biomedical Informatics and Data Science, Yale University School of Medicine, New Haven, CT, United States
| | - Claudia-Santi F Fernandes
- Child Study Center, Yale University School of Medicine, New Haven, CT, United States
- Biomedical Informatics and Data Science, Yale University School of Medicine, New Haven, CT, United States
| | - Lily A Hoerner
- Department of Internal Medicine, Yale University School of Medicine, New Haven, CT, United States
| | - Claire Szapary
- Yale School of Public Health, New Haven, CT, United States
| | | | - Lynn E Fiellin
- Child Study Center, Yale University School of Medicine, New Haven, CT, United States
- Department of Internal Medicine, Yale University School of Medicine, New Haven, CT, United States
- Yale School of Public Health, New Haven, CT, United States
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Monarque M, Sabetti J, Ferrari M. Digital interventions for substance use disorders in young people: rapid review. Subst Abuse Treat Prev Policy 2023; 18:13. [PMID: 36805783 PMCID: PMC9937742 DOI: 10.1186/s13011-023-00518-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2022] [Accepted: 01/26/2023] [Indexed: 02/19/2023] Open
Abstract
BACKGROUND Young people are disproportionately more likely than other age groups to use substances. The rise in substance use and related harms, including overdose, during the Covid-19 pandemic has created a critical need for more innovative and accessible substance use interventions. Digital interventions have shown effectiveness and can provide more engaging, less stigmatizing, and accessible interventions that meet the needs of young people. This review provides an overview of recent literature on the nature of recently published digital interventions for young people in terms of technologies used, substances targeted, intended outcomes and theoretical or therapeutic models employed. METHODS Rapid review methodology was used to identify and assess the literature on digital interventions for young people. An initial keyword search was conducted using MEDLINE the Cochrane Database of Systematic Reviews, Database of Abstracts of Reviews of Effects (DARE), Health Technology Assessment Database (HTA) and PROSPERO for the years 2015-2020, and later updated to December 2021. Following a title/abstract and full-text screening of articles, and consensus decision on study inclusion, the data extraction process proceeded using an extraction grid developed for the study. Data synthesis relied on an adapted conceptual framework by Stockings, et al. that involved a three-level treatment spectrum for youth substance use (prevention, early intervention, and treatment) for any type of substance. RESULTS In total, the review identified 43 articles describing 39 different digital interventions. Most were early interventions (n = 28), followed by prevention interventions (n = 6) and treatment interventions (n = 5). The identified digital technologies included web-based (n = 14), game-based (n = 10), mobile-based (n = 7), and computer-based (n = 5) technologies, and virtual reality (n = 3). Most interventions targeted alcohol use (n = 20) followed by tobacco/nicotine (n = 5), cannabis (n = 2), opioids (n = 2), ketamine (1) and multiple, or any substances (n = 9). Most interventions used a personalized or normative feedback approach and aimed to effect behaviour change as the intended outcome. Interestingly, a harm reduction approach guided only one of the 39 interventions. CONCLUSIONS While web-based interventions represented the most common type of technology, more recently developed immersive and interactive technologies such as virtual reality and game-based interventions call for further exploration. Digital interventions focused mainly on alcohol use, reflecting less concern for tobacco, cannabis, co-occurring substance use, and illicit drug use. Specifically, the recent exacerbation in the opioid crisis throughout North American underlines the urgent need for more prevention-oriented digital interventions for opioid use. The uptake of digital interventions among youth also depends on the incorporation of harm reduction approaches.
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Affiliation(s)
- Marika Monarque
- Douglas Mental Health University Institute, Montreal, QC, Canada
| | - Judith Sabetti
- Douglas Mental Health University Institute, Montreal, QC, Canada
| | - Manuela Ferrari
- Douglas Mental Health University Institute, Montreal, QC, Canada.
- Department of Psychiatry, McGill University, Montreal, QC, Canada.
- Douglas Hospital Research Centre, 6875 Boulevard LaSalle, Perry C3 E-3102, QC H4H 1R3, Montreal, Canada.
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Promoting Prescription Drug Safety Skills in School: Evaluating the Effectiveness of a Technology-Based Curriculum. CHILD & YOUTH CARE FORUM 2023. [DOI: 10.1007/s10566-023-09734-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Abstract
Background
Prescription drug misuse among youth aged 12–18 remains high in the United States. Grounded in Social Norms Theory, school-based curricula have been shown to effectively challenge students’ misperceptions of peer norms and safety regarding prescription drug misuse (PDM).
Objective
The present study is a quasi-experimental evaluation of a brief, no cost, school-based prescription drug safety program.
Methods
Participants included 94 teachers and their students (n = 2325) in grades 8 through 12. Teachers (and their students) were assigned to experimental or control conditions. Using a pre-/post-survey design, we examined whether the curriculum promoted growth in five key student outcomes: Personal Responsibility, Social Norms, Knowledge, Future Actions, and Refusal Skills. Student demographic characteristics and prescription drug history were examined as moderators of growth. Within the experimental group, variation in implementation factors such as teachers’ prior experience with the program and perceptions of student engagement were examined as moderators of the effectiveness of the curriculum.
Results
Multilevel models demonstrated equitable growth in Personal Responsibility, Social Norms, Knowledge, Future Actions, and Refusal Skills across gender, race, and other demographic characteristics. Students’ prescription drug history was not associated with growth on the five key outcomes. Growth in Personal Responsibility, Social Norms, Knowledge, and Future Actions was maintained in a one-month follow-up survey. Teacher perceptions of student engagement were associated with lower growth in Social Norms.
Conclusions
The findings suggest promising implications for the scalability of an effective, brief, no cost, technology-based intervention targeting adolescent PDM.
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Odom-Forren J, Brady JM, Wente S, Edwards JM, Rayens MK, Sloan PA. A Web-based Educational Intervention to Increase Perianesthesia Nurses' Knowledge, Attitude, and Intention to Promote Safe Use, Storage, and Disposal of Opioids. J Perianesth Nurs 2022; 37:795-801. [PMID: 35941006 DOI: 10.1016/j.jopan.2022.04.001] [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: 01/15/2022] [Revised: 03/25/2022] [Accepted: 04/02/2022] [Indexed: 11/16/2022]
Abstract
PURPOSE The purpose of this study was to determine if a web-based educational intervention increased knowledge, attitudes, and intention of perianesthesia nurses regarding opioid discharge education (including safe use, storage, and disposal of opioids). Secondary outcomes were to determine Perceived Behavioral Control, subjective norms, and familiarity with American Society of PeriAnesthesia Nurses (ASPAN) guidance on opioid education. DESIGN A pre-test, post-test longitudinal design. METHODS An email described the study and had a link for those choosing to participate. The intervention was a web-based voiceover module with patient education scenarios focused on information required for patients before discharge home. Responses to the evidence-based pre-survey, post-survey one, and post-survey two were collected. The survey was developed using components of the Theory of Planned Behavior. Data analysis included descriptive summary and evaluation of changes in knowledge and domains of Theory of Planned Behavior using repeated measures mixed modeling. FINDINGS The participants were invited to complete a pre-test survey (n = 672), the immediate post-test (n = 245), and the 4-week post-test (n = 172). The analysis presented is limited to 245 who completed at least the first post-survey. Most were staff nurses (82%), and the majority had a BSN (62%); participants most typically worked in a hospital-based PACU (73%). For all outcomes, there was an immediate increase in the measure following the intervention; this pairwise difference (between pretest and the immediate post-test) was significant in all but one of the models. The immediate and 4-week post-test scores exceeded the corresponding pre-test score, though for Perceived Behavioral Control, attitude, and intention, the degree of increase between baseline and week 4 was not significant. CONCLUSIONS In all cases, both the immediate and 4-week post-test scores exceeded the corresponding pre-test score, though, for three of the TPB constructs, the difference between baseline and week 4 was not significant, while nearly all of the increases between baseline and immediately following the intervention were significant. These findings suggest a more intensive intervention, possibly with the inclusion of booster sessions, may be needed.
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Affiliation(s)
| | - Joni M Brady
- Inova System Nursing Professional Development, Inova, Falls Church, VA
| | - Sarah Wente
- Department of Nursing Practice, Clinical and Patient Education, MHealth Fairview Minneapolis, Minneapolis, MN
| | - John M Edwards
- Department of Anesthesia/Acute Pain Management, Baptist Health Lexington, Lexington, KY
| | | | - Paul A Sloan
- Department of Anesthesiology, University of Kentucky, Lexington, KY
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Tam CC, Smout SA, Wall CSJ, Mason KL, Benotsch EG. Behavioral Intervention for Nonmedical Use of Prescription Drugs Among Adolescents and Young Adults: A Narrative Review. Pediatr Clin North Am 2022; 69:807-818. [PMID: 35934501 DOI: 10.1016/j.pcl.2022.04.010] [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: 10/16/2022]
Abstract
The nonmedical use of prescription drugs (NMUPD) is a public health crisis. In 2020, more Americans died of drug overdose than in any prior year, and the nonmedical use of opioids and other prescription drugs contributed significantly to that total. Young adults and adolescents report the highest rates of NMUPD, relative to other age groups. This article provides a narrative review of interventions for young adults and adolescents to prevent NMUPD, including interventions directed at the individual, family or other small group, and community. The interventions reviewed included those that were delivered in person and via technology.
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Affiliation(s)
- Cheuk Chi Tam
- South Carolina SmartState Center for Healthcare Quality, Department of Health Promotion, Education, and Behavior, Arnold School of Public Health, University of South Carolina, 915 Green Street, Columbia, SC 29208, USA
| | - Shelby A Smout
- Department of Psychology, Virginia Commonwealth University, 806 West Franklin Street, Box 842018, Richmond, VA 23284-2018, USA
| | - Catherine S J Wall
- Department of Psychology, Virginia Commonwealth University, 806 West Franklin Street, Box 842018, Richmond, VA 23284-2018, USA
| | - Kyle Liam Mason
- Department of Psychology, Virginia Commonwealth University, 806 West Franklin Street, Box 842018, Richmond, VA 23284-2018, USA
| | - Eric G Benotsch
- Department of Psychology, Virginia Commonwealth University, 806 West Franklin Street, Box 842018, Richmond, VA 23284-2018, USA.
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Young Adult Healthcare Exposure and Future Opioid Misuse: A Prospective Cohort Study. Am J Prev Med 2022; 62:914-920. [PMID: 35300890 PMCID: PMC10012501 DOI: 10.1016/j.amepre.2021.12.026] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/19/2021] [Revised: 12/13/2021] [Accepted: 12/14/2021] [Indexed: 11/23/2022]
Abstract
INTRODUCTION Outpatient opioid prescribing is associated with opioid misuse in young adults, but the longitudinal association between general healthcare exposure and opioid misuse has not been explored. The objective of this study is to examine the association between healthcare exposure in young adulthood and future opioid misuse. METHODS Data were drawn from the National Longitudinal Study of Adolescent to Adult Health (2001-2018) and analyzed in 2021. Healthcare exposure (i.e., inpatient hospitalization and visits to the clinic, emergency department, mental-health facility, or dentist) between individuals aged 18 and 26 years was the primary independent variable; only patients who did not report opioid misuse at baseline were included. Opioid misuse was defined as using prescription painkillers without a doctor's permission and was measured 17 years after exposure. Multivariable logistic regression was used to examine any associations with opioid misuse (ages 33-43 years). RESULTS A total of 8,225 young adults with a mean baseline age of 21.8 (SE=0.12) years met inclusion criteria. Approximately 13.7% reported new opioid misuse at follow-up. Those reporting opioid misuse at follow-up were more likely to be White, lack a college education, or report depression. Those exposed to inpatient hospitalization, emergency departments, or mental-health facilities had an increased risk of future opioid misuse. CONCLUSIONS In young adults reporting no opioid misuse at baseline, healthcare exposure was associated with an increased risk of opioid misuse later in adulthood in this large, national cohort. Physicians encounter this at-risk population daily, reinforcing the importance of responsible prescribing practices and the need for targeted screening, patient education, and intervention efforts in the healthcare setting.
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