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Hogue A, Porter NP, Ozechowski TJ, Becker SJ, O'Grady MA, Bobek M, Cerniglia M, Ambrose K, MacLean A, Hadland SE, Cunningham H, Bagley SM, Sherritt L, O'Connell M, Shrier LA, Harris SK. Standard Versus Family-Based Screening, Brief Intervention, and Referral to Treatment for Adolescent Substance Use in Primary Care: Protocol for a Multisite Randomized Effectiveness Trial. JMIR Res Protoc 2024; 13:e54486. [PMID: 38819923 PMCID: PMC11179044 DOI: 10.2196/54486] [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: 11/11/2023] [Revised: 03/30/2024] [Accepted: 04/25/2024] [Indexed: 06/01/2024] Open
Abstract
BACKGROUND Screening, brief intervention, and referral to treatment for adolescents (SBIRT-A) is widely recommended to promote detection and early intervention for alcohol and other drug (AOD) use in pediatric primary care. Existing SBIRT-A procedures rely almost exclusively on adolescents alone, despite the recognition of caregivers as critical protective factors in adolescent development and AOD use. Moreover, controlled SBIRT-A studies conducted in primary care have yielded inconsistent findings about implementation feasibility and effects on AOD outcomes and overall developmental functioning. There is urgent need to investigate the value of systematically incorporating caregivers in SBIRT-A procedures. OBJECTIVE This randomized effectiveness trial will advance research and scope on SBIRT-A in primary care by conducting a head-to-head test of 2 conceptually grounded, evidence-informed approaches: a standard adolescent-only approach (SBIRT-A-Standard) versus a more expansive family-based approach (SBIRT-A-Family). The SBIRT-A-Family approach enhances the procedures of the SBIRT-A-Standard approach by screening for AOD risk with both adolescents and caregivers; leveraging multidomain, multireporter AOD risk and protection data to inform case identification and risk categorization; and directly involving caregivers in brief intervention and referral to treatment activities. METHODS The study will include 2300 adolescents (aged 12-17 y) and their caregivers attending 1 of 3 hospital-affiliated pediatric settings serving diverse patient populations in major urban areas. Study recruitment, screening, randomization, and all SBIRT-A activities will occur during a single pediatric visit. SBIRT-A procedures will be delivered digitally on handheld tablets using patient-facing and provider-facing programming. Primary outcomes (AOD use, co-occurring behavior problems, and parent-adolescent communication about AOD use) and secondary outcomes (adolescent quality of life, adolescent risk factors, and therapy attendance) will be assessed at screening and initial assessment and 3-, 6-, 9-, and 12-month follow-ups. The study is well powered to conduct all planned main and moderator (age, sex, race, ethnicity, and youth AOD risk status) analyses. RESULTS This study will be conducted over a 5-year period. Provider training was initiated in year 1 (December 2023). Participant recruitment and follow-up data collection began in year 2 (March 2024). We expect the results from this study to be published in early 2027. CONCLUSIONS SBIRT-A is widely endorsed but currently underused in pediatric primary care settings, and questions remain about optimal approaches and overall effectiveness. In particular, referral to treatment procedures in primary care remains virtually untested among youth. In addition, whereas research strongly supports involving families in interventions for adolescent AOD, SBIRT-A effectiveness trial testing approaches that actively engage family members in primary care are absent. This trial is designed to help fill these research gaps to inform the critical health decision of whether and how to include caregivers in SBIRT-A activities conducted in pediatric primary care. TRIAL REGISTRATION ClinicalTrials.gov NCT05964010; https://www.clinicaltrials.gov/study/NCT05964010. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) PRR1-10.2196/54486.
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Affiliation(s)
- Aaron Hogue
- Family and Adolescent Clinical Technology & Science, Partnership to End Addiction, New York, NY, United States
| | - Nicole P Porter
- Family and Adolescent Clinical Technology & Science, Partnership to End Addiction, New York, NY, United States
| | | | - Sara J Becker
- Center for Dissemination and Implementation Science, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
| | - Megan A O'Grady
- University of Connecticut Health Center, Farmington, CT, United States
| | - Molly Bobek
- Family and Adolescent Clinical Technology & Science, Partnership to End Addiction, New York, NY, United States
| | - Monica Cerniglia
- Family and Adolescent Clinical Technology & Science, Partnership to End Addiction, New York, NY, United States
| | - Kevin Ambrose
- Family and Adolescent Clinical Technology & Science, Partnership to End Addiction, New York, NY, United States
| | - Alexandra MacLean
- Family and Adolescent Clinical Technology & Science, Partnership to End Addiction, New York, NY, United States
| | - Scott E Hadland
- Division of Adolescent and Young Adult Medicine, Massachusetts General Hospital for Children, Boston, MA, United States
- Department of Pediatrics, Harvard Medical School, Boston, MA, United States
| | - Hetty Cunningham
- Department of Pediatrics, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, NewYork-Presbyterian Hospital, New York, NY, United States
| | - Sarah M Bagley
- Department of Pediatrics, Chobanian & Avedisian School of Medicine, Boston, MA, United States
- Grayken Center for Addiction, Boston Medical Center, Boston, MA, United States
| | - Lon Sherritt
- Department of Pediatrics, Harvard Medical School, Boston, MA, United States
- Cornerstone Systems Northwest, Lynden, WA, United States
- Division of Adolescent/Young Adult Medicine, Boston Children's Hospital, Boston, MA, United States
| | - Maddie O'Connell
- Division of Adolescent/Young Adult Medicine, Boston Children's Hospital, Boston, MA, United States
| | - Lydia A Shrier
- Department of Pediatrics, Harvard Medical School, Boston, MA, United States
- Division of Adolescent/Young Adult Medicine, Boston Children's Hospital, Boston, MA, United States
| | - Sion Kim Harris
- Department of Pediatrics, Harvard Medical School, Boston, MA, United States
- Division of Adolescent/Young Adult Medicine, Boston Children's Hospital, Boston, MA, United States
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Beck A, Dryburgh N, Bennett A, Shaver N, Esmaeilisaraji L, Skidmore B, Patten S, Bragg H, Colman I, Goldfield GS, Nicholls SG, Pajer K, Meeder R, Vasa P, Shea BJ, Brouwers M, Little J, Moher D. Screening for depression in children and adolescents in primary care or non-mental health settings: a systematic review update. Syst Rev 2024; 13:48. [PMID: 38291528 PMCID: PMC10829174 DOI: 10.1186/s13643-023-02447-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/19/2023] [Accepted: 12/28/2023] [Indexed: 02/01/2024] Open
Abstract
BACKGROUND The transition from childhood to adolescence is associated with an increase in rates of some psychiatric disorders, including major depressive disorder, a debilitating mood disorder. The aim of this systematic review is to update the evidence on the benefits and harms of screening for depression in primary care and non-mental health clinic settings among children and adolescents. METHODS This review is an update of a previous systematic review, for which the last search was conducted in 2017. We searched Ovid MEDLINE® ALL, Embase Classic+Embase, PsycINFO, Cochrane Central Register of Controlled Trials, and CINAHL on November 4, 2019, and updated on February 19, 2021. If no randomized controlled trials were found, we planned to conduct an additional search for non-randomized trials with a comparator group. For non-randomized trials, we applied a non-randomized controlled trial filter and searched the same databases except for Cochrane Central Register of Controlled Trials from January 2015 to February 2021. We also conducted a targeted search of the gray literature for unpublished documents. Title and abstract, and full-text screening were completed independently by pairs of reviewers. RESULTS In this review update, we were unable to find any randomized controlled studies that satisfied our eligibility criteria and evaluated the potential benefits and harms of screening for depression in children and adolescents. Additionally, a search for non-randomized trials yielded no studies that met the inclusion criteria. CONCLUSIONS The findings of this review indicate a lack of available evidence regarding the potential benefits and harms of screening for depression in children and adolescents. This absence of evidence emphasizes the necessity for well-conducted clinical trials to evaluate the effectiveness of depression screening among children and adolescents in primary care and non-mental health clinic settings. SYSTEMATIC REVIEW REGISTRATION PROSPERO CRD42020150373 .
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Affiliation(s)
- Andrew Beck
- Knowledge Synthesis and Application Unit, School of Epidemiology and Public Health, Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada
- Knowledge Synthesis Group, Clinical Epidemiology Program, The Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | - Nicole Dryburgh
- Knowledge Synthesis and Application Unit, School of Epidemiology and Public Health, Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada
- Department of Psychology, Faculty of Science, McGill University, Montreal, Canada
| | - Alexandria Bennett
- Knowledge Synthesis and Application Unit, School of Epidemiology and Public Health, Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada.
| | - Nicole Shaver
- Knowledge Synthesis and Application Unit, School of Epidemiology and Public Health, Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Leila Esmaeilisaraji
- Knowledge Synthesis Group, Clinical Epidemiology Program, The Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | - Becky Skidmore
- Independent Information Specialist, Ottawa, Ontario, Canada
| | - Scott Patten
- Department of Community Health Services and Department of Psychiatry, University of Calgary, Calgary, Alberta, Canada
| | - Heather Bragg
- Children's Hospital of Eastern Ontario, Out-Patient Mental Health, Ottawa, Ontario, Canada
| | - Ian Colman
- School of Epidemiology and Public Health, Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Gary S Goldfield
- Department of Pediatrics, Children's Hospital of Eastern Ontario Research Institute, University of Ottawa, Ottawa, Ontario, Canada
| | | | - Kathleen Pajer
- Department of Psychiatry, uOttawa Faculty of Medicine Ottawa, Children's Hospital of Eastern Ontario, Ottawa, Ontario, Canada
| | - Robert Meeder
- Department of Pediatrics, Orillia Soldiers Memorial Hospital, Orillia, Ontario, Canada
| | - Priya Vasa
- Department of Family and Community Medicine, St. Michael's Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Beverley J Shea
- School of Epidemiology and Public Health, Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Melissa Brouwers
- School of Epidemiology and Public Health, Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Julian Little
- Knowledge Synthesis and Application Unit, School of Epidemiology and Public Health, Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - David Moher
- Knowledge Synthesis and Application Unit, School of Epidemiology and Public Health, Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada
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Sterling S, Parthasarathy S, Jones A, Weisner C, Metz V, Hartman L, Saba K, Kline-Simon AH. Young Adult Substance Use and Healthcare Use Associated With Screening, Brief Intervention and Referral to Treatment in Pediatric Primary Care. J Adolesc Health 2022; 71:S15-S23. [PMID: 36122965 DOI: 10.1016/j.jadohealth.2021.11.033] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Revised: 10/25/2021] [Accepted: 11/29/2021] [Indexed: 02/02/2023]
Abstract
PURPOSE Screening, brief intervention, and referral to treatment (SBIRT) may impact future comorbidity and healthcare utilization among adolescents screening positive for substance use or mood problems. METHODS In a randomized trial sample, we compared an SBIRT group to usual care for substance use, mental health, medical diagnoses, and healthcare utilization over 7 years postscreening. RESULTS In logistic regression models adjusting for patient characteristics, the SBIRT group had lower odds of any substance (Odds Ratio[OR] = 0.80, 95% Confidence Interval [CI] = 0.66-.98), alcohol (OR = 0.69, 95% CI = 0.51-0.94), any drug (OR = 0.73, 95% CI = 0.54-0.98), marijuana (OR = 0.70, 95% CI = 0.50-0.98), and tobacco (OR = 0.83, 95% CI = 0.69-1.00) diagnoses, and lower odds of any inpatient hospitalizations (OR = 0.59, 95% CI = 0.41-0.85) compared with usual care. Negative binomial models examining number of visits among adolescents with at least one visit of that type found that those in the SBIRT group had fewer primary care (incidence rate ratio[iRR] = 0.90, p < .05) and psychiatry (iRR = 0.64, p < .01) and more addiction medicine (iRR = 1.52, p < .01) visits over 7 years compared with usual care. In posthoc analyses, we found that among Hispanic patients, those in the SBIRT group had lower odds of any substance, any drug and marijuana use disorder diagnoses compared with usual care, and among Black/African American patients, those in the SBIRT group had lower odds of alcohol use disorder diagnoses compared with usual care. DISCUSSION Beneficial effects of adolescent SBIRT on substance use and healthcare utilization may persist into young adulthood.
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Affiliation(s)
- Stacy Sterling
- Division of Research, Kaiser Permanente Northern California, Oakland, California.
| | - Sujaya Parthasarathy
- Division of Research, Kaiser Permanente Northern California, Oakland, California
| | - Ashley Jones
- Kaiser Permanente Addiction Medicine and Recovery Services, Union City, California
| | - Constance Weisner
- Division of Research, Kaiser Permanente Northern California, Oakland, California
| | - Verena Metz
- Division of Research, Kaiser Permanente Northern California, Oakland, California
| | | | - Katrina Saba
- The Permanente Medical Group, Oakland, California
| | - Andrea H Kline-Simon
- Division of Research, Kaiser Permanente Northern California, Oakland, California
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Ayoub MC, Rava J, Lewis Hunter A, Kuo AA. Facilitators and Barriers to Care for Patients with Disabilities in Primary Pediatrics. Pediatr Ann 2022; 51:e243-e253. [PMID: 35667098 DOI: 10.3928/19382359-20220407-07] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Nearly 20% of children in the United States have special health care needs, and they often experience disparities in health outcomes. This article reviews barriers to and facilitators of primary pediatric care for children within four defined categories of disability: (1) physical disabilities, both temporary and permanent; (2) chronic conditions requiring accommodations, including mental health conditions; (3) sensory disabilities and conditions; and (4) cognitive, educational, neurodevelopmental, and social disabilities. Primary care facilitators include interventions for both providers and patients that focus on time as a valued resource, provide psychosocial support, coordinate interdisciplinary teams of care, and provide training for providers. Barriers include exclusion of patients with disabilities from research trials and gaps in educational reform regarding ableism and hidden disabilities. Identified facilitators should be implemented on a larger scale, and barriers need to be addressed further so we may better support children with disabilities. [Pediatr Ann. 2022;51(6):e243-e253.].
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Optimizing Efforts to Promote Mental Health on College and University Campuses: Recommendations to Facilitate Usage of Services, Resources, and Supports. J Behav Health Serv Res 2022; 49:252-258. [PMID: 35028872 PMCID: PMC8758218 DOI: 10.1007/s11414-021-09780-2] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/10/2021] [Indexed: 11/17/2022]
Abstract
Mental health has long been a challenge on college and university campuses. Though it has historically taken a back seat to physical health, college administrators recently identified mental health as a key area for additional support. With the COVID-19 pandemic bringing mental health into the conversation across the country, there is no more critical and opportune time for colleges and universities to prioritize mental health. Many public and private universities alike have begun to do this, but how can they ensure that the services and resources they are providing and promoting get used and that students, faculty, and staff reap the benefits of these efforts? This commentary describes a set of universal steps the authors recommend based on their experience working with colleges and universities across New York State to increase uptake and usage of services.
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Yonek JC, Velez S, Satre DD, Margolis K, Whittle A, Jain S, Tolou-Shams M. Addressing adolescent substance use in an urban pediatric federally qualified health center. J Subst Abuse Treat 2021; 135:108653. [PMID: 34840042 DOI: 10.1016/j.jsat.2021.108653] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2021] [Revised: 09/24/2021] [Accepted: 10/26/2021] [Indexed: 10/20/2022]
Abstract
OBJECTIVE Screening, brief intervention, and referral to treatment (SBIRT) is a systematic approach to identification and intervention for individuals at risk for substance use disorders. Prior research indicates that SBIRT is underutilized in pediatric primary care. Yet few studies have examined procedures for identifying and addressing substance use in clinics that serve publicly insured adolescents (i.e., federally qualified health centers [FQHC]). This descriptive, multi-method study assessed adolescent substance use frequency and provider perspectives to inform SBIRT implementation in an urban pediatric FQHC in California. METHODS A medical record review assessed substance use frequency and correlates among publicly insured adolescents aged 12-17 years who completed a well-child visit in pediatric primary care between 2014 and 2017 (N = 2252). Data on substance use (i.e., alcohol, illicit drugs, and tobacco) were from a health assessment tool mandated by Medicaid. Semi-structured interviews with 12 providers (i.e., pediatricians, nurse practitioners, behavioral health clinicians) elicited information about the current clinic workflow for adolescent substance use and barriers and facilitators to SBIRT implementation. RESULTS Of 1588 adolescents who completed the assessment (70.5%), 6.8% reported current substance use. Self-reported use was highest among non-Hispanic Black (15.2%) adolescents and those with co-occurring depressive symptoms (14.4%). Provider-reported challenges to implementing SBIRT included a lack of space for confidential screening and a lack of referral options. Providers favored implementing technology-based tools such as tablets for adolescent pre-visit screening and electronic medical record-based decision support to facilitate brief intervention and treatment referrals. CONCLUSIONS This study fills a substantial research gap by examining factors that impede and support SBIRT implementation in pediatric FQHC settings. Successful SBIRT implementation in these settings could significantly reduce the unmet need for substance use treatment among uninsured and publicly insured adolescents. Pediatric primary care and urgent care providers perceived SBIRT to be feasible, and health information and digital technologies may facilitate the integration of SBIRT into clinic workflows. Ensuring confidentiality for screening and expanding referral options for adolescents in need of community-based addiction treatment are also critical to increasing SBIRT uptake.
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Affiliation(s)
- Juliet C Yonek
- Department of Psychiatry and Behavioral Sciences, Weill Institute for Neurosciences, University of California San Francisco, 401 Parnassus Avenue, San Francisco, CA 94143, United States; Department of Psychiatry and Behavioral Sciences at Zuckerberg San Francisco General Hospital, 1001 Potrero Avenue, Building 5, Suite 7M, San Francisco, CA 94110, United States.
| | - Sarah Velez
- Department of Psychiatry and Behavioral Sciences, Weill Institute for Neurosciences, University of California San Francisco, 401 Parnassus Avenue, San Francisco, CA 94143, United States; Department of Psychiatry and Behavioral Sciences at Zuckerberg San Francisco General Hospital, 1001 Potrero Avenue, Building 5, Suite 7M, San Francisco, CA 94110, United States.
| | - Derek D Satre
- Department of Psychiatry and Behavioral Sciences, Weill Institute for Neurosciences, University of California San Francisco, 401 Parnassus Avenue, San Francisco, CA 94143, United States; Division of Research, Kaiser Permanente Northern California Region, 2000 Broadway, Oakland, CA 94612, United States.
| | - Kathryn Margolis
- Department of Pediatrics at Zuckerberg San Francisco General Hospital, 1001 Potrero Avenue, Building 5, Suite 6B, San Francisco, CA 94110, United States; Department of Psychiatry and Behavioral Sciences at Zuckerberg San Francisco General Hospital, 1001 Potrero Avenue, Building 5, Suite 7M, San Francisco, CA 94110, United States.
| | - Amy Whittle
- Department of Pediatrics at Zuckerberg San Francisco General Hospital, 1001 Potrero Avenue, Building 5, Suite 6B, San Francisco, CA 94110, United States; Department of Psychiatry and Behavioral Sciences at Zuckerberg San Francisco General Hospital, 1001 Potrero Avenue, Building 5, Suite 7M, San Francisco, CA 94110, United States.
| | - Shonul Jain
- Department of Pediatrics at Zuckerberg San Francisco General Hospital, 1001 Potrero Avenue, Building 5, Suite 6B, San Francisco, CA 94110, United States; Department of Psychiatry and Behavioral Sciences at Zuckerberg San Francisco General Hospital, 1001 Potrero Avenue, Building 5, Suite 7M, San Francisco, CA 94110, United States.
| | - Marina Tolou-Shams
- Department of Psychiatry and Behavioral Sciences, Weill Institute for Neurosciences, University of California San Francisco, 401 Parnassus Avenue, San Francisco, CA 94143, United States; Department of Psychiatry and Behavioral Sciences at Zuckerberg San Francisco General Hospital, 1001 Potrero Avenue, Building 5, Suite 7M, San Francisco, CA 94110, United States.
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Ni Y, Bachtel A, Nause K, Beal S. Automated detection of substance use information from electronic health records for a pediatric population. J Am Med Inform Assoc 2021; 28:2116-2127. [PMID: 34333636 PMCID: PMC8449626 DOI: 10.1093/jamia/ocab116] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Revised: 05/06/2021] [Accepted: 05/26/2021] [Indexed: 11/12/2022] Open
Abstract
OBJECTIVE Substance use screening in adolescence is unstandardized and often documented in clinical notes, rather than in structured electronic health records (EHRs). The objective of this study was to integrate logic rules with state-of-the-art natural language processing (NLP) and machine learning technologies to detect substance use information from both structured and unstructured EHR data. MATERIALS AND METHODS Pediatric patients (10-20 years of age) with any encounter between July 1, 2012, and October 31, 2017, were included (n = 3890 patients; 19 478 encounters). EHR data were extracted at each encounter, manually reviewed for substance use (alcohol, tobacco, marijuana, opiate, any use), and coded as lifetime use, current use, or family use. Logic rules mapped structured EHR indicators to screening results. A knowledge-based NLP system and a deep learning model detected substance use information from unstructured clinical narratives. System performance was evaluated using positive predictive value, sensitivity, negative predictive value, specificity, and area under the receiver-operating characteristic curve (AUC). RESULTS The dataset included 17 235 structured indicators and 27 141 clinical narratives. Manual review of clinical narratives captured 94.0% of positive screening results, while structured EHR data captured 22.0%. Logic rules detected screening results from structured data with 1.0 and 0.99 for sensitivity and specificity, respectively. The knowledge-based system detected substance use information from clinical narratives with 0.86, 0.79, and 0.88 for AUC, sensitivity, and specificity, respectively. The deep learning model further improved detection capacity, achieving 0.88, 0.81, and 0.85 for AUC, sensitivity, and specificity, respectively. Finally, integrating predictions from structured and unstructured data achieved high detection capacity across all cases (0.96, 0.85, and 0.87 for AUC, sensitivity, and specificity, respectively). CONCLUSIONS It is feasible to detect substance use screening and results among pediatric patients using logic rules, NLP, and machine learning technologies.
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Affiliation(s)
- Yizhao Ni
- Division of Biomedical Informatics, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio, USA
- Department of Pediatrics, College of Medicine, University of Cincinnati, Cincinnati, Ohio, USA
- Corresponding Author: Yizhao Ni, PhD, Division of Biomedical Informatics, Cincinnati Children’s Hospital Medical Center, Department of Pediatrics, University of Cincinnati, 3333 Burnet Avenue, Cincinnati, OH 45229-3039, USA;
| | - Alycia Bachtel
- Division of Biomedical Informatics, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio, USA
| | - Katie Nause
- Division of Psychology, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio, USA
| | - Sarah Beal
- Department of Pediatrics, College of Medicine, University of Cincinnati, Cincinnati, Ohio, USA
- Division of Psychology, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio, USA
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Abstract
OBJECTIVES Adolescent Screening, Brief Intervention, and Referral to Treatment (SBIRT) in primary care is a key strategy to prevent, identify, and respond to substance use problems and disorders, including opioid and other drug addictions. Despite substantial investment in recent years to increase its implementation, few studies have reported on recent levels of SBIRT implementation among pediatricians. We aimed to assess self-reported use of the SBIRT framework with adolescent patients among Massachusetts pediatricians, and describe trends since an earlier survey. METHODS We analyzed responses to a cross-sectional survey mailed in 2017 to a representative sample of pediatricians in Massachusetts. We computed response frequencies for all SBIRT practice questions. We used the chi-square test to compare current data to data collected in 2014, as we found no demographic differences between the 2 samples. RESULTS Nearly all pediatricians in the 2017 sample (n = 160) reported annual screening of their adolescent patients (99%). The majority reported giving positive reinforcement (87%), brief advice (92%), counseling (90%), and referral to treatment (66%) in response to screen results. Compared with 2014, a significantly higher proportion of pediatricians in 2017 referred patients who screened positively for problematic alcohol use, but perceived barriers to screening and follow-up remain, such as insufficient time to screen and patient refusal to return. CONCLUSIONS Among respondents to a Massachusetts pediatrician survey, we found high rates of delivering SBIRT in accordance with published guidelines, though barriers remain. Whether the content of the counseling adheres to guidelines is unknown.
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Parthasarathy S, Kline-Simon AH, Jones A, Hartman L, Saba K, Weisner C, Sterling S. Three-Year Outcomes After Brief Treatment of Substance Use and Mood Symptoms. Pediatrics 2021; 147:peds.2020-009191. [PMID: 33372122 PMCID: PMC7786828 DOI: 10.1542/peds.2020-009191] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/06/2020] [Indexed: 01/07/2023] Open
Abstract
BACKGROUND Screening, brief intervention, and referral to treatment (SBIRT) for adolescents exhibiting co-occurring substance use and mental health problems may improve outcomes and have long-lasting effects. This study examined the relationship between access to SBIRT and substance use, depression and medical diagnoses, and health services use at 1 and 3 years postscreening for such adolescents. METHODS The study draws from a cluster-randomized trial comparing SBIRT to usual care (UC) for adolescents endorsing past-year substance use and recent mood symptoms during visits to a general pediatrics clinic between November 1, 2011, and October 31, 2013, in a large, integrated health system (N = 1851); this sample examined the subset of adolescents endorsing both problems (n = 289). Outcomes included depression, substance use and medical diagnoses, and emergency department and outpatient visits 1 and 3 years later. RESULTS The SBIRT group had lower odds of depression diagnoses at 1 (odds ratio [OR] = 0.31; confidence interval [CI] = 0.11-0.87) and 3 years (OR = 0.51; CI = 0.28-0.94) compared with the UC group. At 3 years, the SBIRT group had lower odds of a substance use diagnosis (OR = 0.46; CI = 0.23-0.92), and fewer emergency department visits (rate ratio = 0.65; CI = 0.44-0.97) than UC group. CONCLUSIONS The findings suggest that SBIRT may prevent health complications and avert costly services use among adolescents with both mental health and substance use problems. As SBIRT is implemented widely in pediatric primary care, training pediatricians to discuss substance use and mental health problems can translate to positive outcomes for these vulnerable adolescents.
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Affiliation(s)
- Sujaya Parthasarathy
- Division of Research, Kaiser Permanente Northern California, Oakland, California; and
| | - Andrea H. Kline-Simon
- Division of Research, Kaiser Permanente Northern California, Oakland, California; and
| | - Ashley Jones
- Division of Research, Kaiser Permanente Northern California, Oakland, California; and
| | | | - Katrina Saba
- The Permanente Medical Group, Oakland, California
| | - Constance Weisner
- Division of Research, Kaiser Permanente Northern California, Oakland, California; and
| | - Stacy Sterling
- Division of Research, Kaiser Permanente Northern California, Oakland, California; and
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Hammock K, Velasquez MM, Alwan H, von Sternberg K. Alcohol Screening, Brief Intervention, and Referral to Treatment (SBIRT) for Girls and Women. Alcohol Res 2020; 40:07. [PMID: 34646716 PMCID: PMC8496756 DOI: 10.35946/arcr.v40.2.07] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Females ages 12 and older are the fastest growing segment of alcohol consumers in the United States, with the past decade showing a 16% increase in alcohol use per 12-month period and a 58% increase in high-risk drinking (i.e., > 3 drinks in a day and/or > 7 drinks in a week) per 12-month period. The increase in alcohol use and risk drinking poses unique and serious consequences for women. Women have a more rapid progression to alcohol-related problems and alcohol use disorders (AUD) than men, and if pregnant, women can potentially expose the fetus to alcohol. Screening, brief intervention, and referral to treatment (SBIRT) is an evidence-based, integrated public health approach used to identify and address risky alcohol use among women in a variety of health and social service settings. This article presents the current status of SBIRT among girls ages 12 and older, women of childbearing age, and older women. Screening instruments, brief interventions, and implementation issues specific to women of all ages are described. Through this review of the current literature, care providers can determine best practices for the prevention and treatment of risk drinking in women of all ages presenting in health care settings.
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Affiliation(s)
- Kyndal Hammock
- Health Behavior Research and Training Institute, University of Texas at Austin, Austin, Texas
| | - Mary M Velasquez
- Health Behavior Research and Training Institute, University of Texas at Austin, Austin, Texas
| | - Hanan Alwan
- Health Behavior Research and Training Institute, University of Texas at Austin, Austin, Texas
| | - Kirk von Sternberg
- Health Behavior Research and Training Institute, University of Texas at Austin, Austin, Texas
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11
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Mitchell SG, Gryczynski J, Schwartz RP, Kirk AS, Dusek K, Oros M, Hosler C, O'Grady KE, Brown BS. Adolescent SBIRT implementation: Generalist vs. Specialist models of service delivery in primary care. J Subst Abuse Treat 2020; 111:67-72. [PMID: 32087839 DOI: 10.1016/j.jsat.2020.01.007] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2018] [Revised: 11/17/2019] [Accepted: 01/19/2020] [Indexed: 12/16/2022]
Abstract
BACKGROUND Drug, alcohol, and tobacco use among adolescents pose significant short- and long-term health consequences and are associated with more severe use as adults. Screening, brief intervention, and referral to treatment in primary care settings has the potential to deliver preventive interventions to a diverse range of adolescents, but optimal implementation of these services needs to be determined. The purpose of this study was to compare implementation of two different SBIRT service delivery models in primary care settings. METHODS This cluster-randomized trial assigned 7 primary care clinics of a federally qualified health center to implement brief interventions (BI) using a Generalist model (4 sites), in which BIs were delivered by the primary care provider (PCP), or a Specialist model (3 sites), in which BIs were delivered by a behavioral health counselor (BHC) for adolescent patients ages 12-17 years. Implementation was tracked through the clinic's electronic health record, spanning 9639 clinic visits over 20 months. Multilevel logistic regression modeling was used to compare Generalist and Specialist strategies on penetration of BI for patients scoring ≥2 on the CRAFFT substance use screen, delivered by the PCP in the Generalist sites, and via warm hand-off to a BHC in the Specialist sites. RESULTS Approximately 62% of adolescent patient visits were screened with the CRAFFT (with <4% screening positive with a CRAFFT score ≥ 2). The Generalist Condition had significantly higher self-reported penetration of BI delivery than the Specialist Condition (38% vs. 8%; Adjusted Odds Ratio = 6.53; p = .005). DISCUSSION Despite having co-located behavioral health services at all sites, a Specialist approach to providing BI was less effectively implemented than a Generalist approach in this FQHC. BI delivered by PCPs rather than by hand-off to a BHC may ensure greater penetration of these services in primary care settings. Both implementation models provided a framework for identifying and intervening with adolescent primary care patients whose substance use might have otherwise gone undetected.
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Affiliation(s)
| | - Jan Gryczynski
- Friends Research Institute, Baltimore, MD, United States of America
| | | | | | - Kristi Dusek
- Friends Research Institute, Baltimore, MD, United States of America
| | - Marla Oros
- Mosaic Group, Baltimore, MD, United States of America
| | - Colleen Hosler
- University of Maryland Baltimore County, United States of America
| | - Kevin E O'Grady
- University of Maryland, College Park, College Park, MD, United States of America
| | - Barry S Brown
- University of North Carolina at Wilmington, Wilmington, NC, United States of America
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12
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13
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Sterling S, Kline-Simon AH, Jones A, Hartman L, Saba K, Weisner C, Parthasarathy S. Health Care Use Over 3 Years After Adolescent SBIRT. Pediatrics 2019; 143:peds.2018-2803. [PMID: 31018988 PMCID: PMC6564060 DOI: 10.1542/peds.2018-2803] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 02/01/2019] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND Most studies on adolescent screening, brief intervention, and referral to treatment (SBIRT) have examined substance use outcomes. However, it may also impact service use and comorbidity-an understudied topic. We address this gap by examining effects of SBIRT on health care use and comorbidities. METHODS In a randomized trial sample, we assessed 3 SBIRT care modalities: (1) pediatrician-delivered, (2) behavioral clinician-delivered, and (3) usual. Medical comorbidity and health care use were compared between a brief-intervention group with access to SBIRT for behavioral health (combined pediatrician and behavioral clinician arms) and a group without (usual care) over 1 and 3 years. RESULTS Among a sample of eligible adolescents (n = 1871), the SBIRT group had fewer psychiatry visits at 1 year (incidence rate ratio [iRR] = 0.76; P = .05) and 3 years (iRR = 0.65; P < .05). Total outpatient visits did not differ in year 1. The SBIRT group was less likely to have mental health diagnoses (odds ratio [OR] = 0.69; 95% confidence interval [CI] = 0.48-1.01) or chronic conditions (OR = 0.66; 95% CI = 0.45-0.98) at 1 year compared with those in usual care. At 3 years, the SBIRT group had fewer total outpatient visits (iRR = 0.85; P < .05) and was less likely to have substance use diagnoses (OR = 0.64; 95% CI = 0.45-0.91) and more likely to have substance use treatment visits (iRR = 2.04; P < .01). CONCLUSIONS Providing SBIRT in pediatric primary care may improve health care use and health, mental health, and substance use outcomes. We recommend further exploring the effects of SBIRT on these outcomes.
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Affiliation(s)
- Stacy Sterling
- Division of Research, Kaiser Permanente Northern California, Oakland, California; and
| | - Andrea H. Kline-Simon
- Division of Research, Kaiser Permanente Northern California, Oakland, California; and
| | - Ashley Jones
- Division of Research, Kaiser Permanente Northern California, Oakland, California; and
| | | | - Katrina Saba
- The Permanente Medical Group, Oakland, California
| | - Constance Weisner
- Division of Research, Kaiser Permanente Northern California, Oakland, California; and
| | - Sujaya Parthasarathy
- Division of Research, Kaiser Permanente Northern California, Oakland, California; and
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14
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Platt RE, Spencer AE, Burkey MD, Vidal C, Polk S, Bettencourt AF, Jain S, Stratton J, Wissow LS. What's known about implementing co-located paediatric integrated care: a scoping review. Int Rev Psychiatry 2018; 30:242-271. [PMID: 30912463 PMCID: PMC6499629 DOI: 10.1080/09540261.2018.1563530] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/19/2018] [Accepted: 12/20/2018] [Indexed: 12/19/2022]
Abstract
Several studies have demonstrated clinical benefits of integrated care for a range of child and adolescent mental health outcomes. However, there is a significant gap between the evidence for efficacy of integrated care interventions vs their implementation in practice. While several studies have examined large-scale implementation of co-located integrated care for adults, much less is known for children. The goal of this scoping review was to understand how co-located mental health interventions targeting children and adolescents have been implemented and sustained. The literature was systematically searched for interventions targeting child and adolescent mental health that involved a mental health specialist co-located in a primary care setting. Studies reporting on the following implementation outcomes were included: acceptability, adoption, appropriateness, feasibility, fidelity, implementation cost, penetration, and sustainability. This search identified 34 unique studies, including randomized controlled trials, observational studies, and survey/mixed method approaches. Components facilitating implementation of on-site integrated behavioural healthcare included interprofessional communication and collaboration at all stages of implementation; clear protocols to facilitate intervention delivery; and co-employment of integrated care providers by specialty clinics. Some studies found differences in service use by demographic factors, and others reported funding challenges affecting sustainability, warranting further study.
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Affiliation(s)
- Rheanna E Platt
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, 5500 East Lombard Street, Room 1214, Baltimore, MD 21224, (410)550-8753 (p) (410)550-1302;,
| | | | | | - Carolina Vidal
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine
| | - Sarah Polk
- Department of Pediatrics, Johns Hopkins University School of Medicine
| | - Amie F Bettencourt
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine
| | - Sonal Jain
- New York Institute of Technology College of Osteopathic Medicine
| | - Julia Stratton
- Vancouver Coastal Health Authority, Pacific Spirit and Raven Song Child and Youth Mental Health Teams
| | - Lawrence S Wissow
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine
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