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Town JM, Abbass A, Campbell S. Halifax somatic symptom disorder trial: A pilot randomized controlled trial of intensive short-term dynamic psychotherapy in the emergency department. J Psychosom Res 2024; 187:111889. [PMID: 39241562 DOI: 10.1016/j.jpsychores.2024.111889] [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] [Received: 04/05/2024] [Revised: 08/16/2024] [Accepted: 08/17/2024] [Indexed: 09/09/2024]
Abstract
BACKGROUND Patients commonly present at hospital Emergency Departments (ED) with distress that meet criteria for a Somatic Symptom and Related Disorder (SSRD). Without access to effective treatment, risk of ongoing patient disability and further ED visits is high. METHOD This pilot trial used a randomized parallel group design to test the efficacy of Intensive Short-Term Dynamic Psychotherapy (ISTDP). ED patients who met criteria for SSRD were recruited. The effects of ISTDP plus medical care as usual (MCAU) were judged through comparison against 8 weeks of MCAU plus wait-list symptom monitoring (WL-SM). The primary outcome was somatic symptom at 8 weeks. Patients allocated to WL-SM could cross-over to receive ISTDP and 6-month follow-up data was collected. Baseline measures of patient attachment style and alexithymia were collected to examine vulnerabilities to somatic symptoms. CLINICALTRIALS gov: NCT02076867. RESULTS Thirty-seven patients were randomized to 2 groups (ISTDP = 19 and WL-SM = 18). Multi-level modelling showed that change over time on somatic symptoms was significantly greater in the ISTDP group. Between-group differences were large at 8 weeks (Cohen's d = 0.94) and increased by end of treatment (Cohen's d = 1.54). Observed differences in symptoms of depression and illness anxiety were also large, favoring ISTDP, and effects were maintained at follow-up. Patients receiving ISTDP had reduced ED service utilization at 2-year follow-up. CONCLUSIONS ISTDP appears an efficacious treatment for SSRD and a larger randomized trial is justified.
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Affiliation(s)
- Joel M Town
- Department of Psychiatry, Dalhousie University, Halifax, Canada.
| | - Allan Abbass
- Department of Psychiatry, Dalhousie University, Halifax, Canada
| | - Samuel Campbell
- Department of Emergency Medicine, Dalhousie University, Halifax, Canada
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2
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Binnie V, Johnston ANB. Exploring clinicians' knowledge and attitudes toward the care needs of complex adult users of an Emergency Department: A descriptive mixed methods study. Int Emerg Nurs 2024; 75:101481. [PMID: 38936276 DOI: 10.1016/j.ienj.2024.101481] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2023] [Revised: 04/15/2024] [Accepted: 06/08/2024] [Indexed: 06/29/2024]
Abstract
BACKGROUND Adults who frequently present (FPAs) to emergency departments (EDs) often have a history of adverse childhood experiences (ACEs) and related adult health sequelae. Implications for ED care of this group remains poorly understood. This study explored clinicians' knowledge and attitudes toward the care needs of FPAs who have an ACEs history, providing preliminary evidence to inform further research and interventions. METHODS A purposive sample of ED clinicians completed an investigator developed mixed-methods survey. Descriptive statistics and content analysis were applied. RESULTS Forty-three ED clinicians completed the survey. Most perceived that ACEs were common among FPAs and influenced their ED presentations. Clinicians were more aware of the psychosocial impacts of ACEs than the risks to physical health. While most clinicians agreed that FPAs should be asked about ACEs for management planning, most never asked, describing multiple barriers to doing so. Consumer's healthcare needs were often described as unmet by clinicians who desired additional support to provide care for this group. CONCLUSIONS This study highlights clinicians' perceptions of gaps in healthcare for this patient group and introduces requirements for appropriate knowledge and resources to partner with consumers to provide patient-centred and trauma-informed health care responses.
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Affiliation(s)
- Vicki Binnie
- Emergency Department, Princess Alexandra Hospital, Metro South Hospital and Health Service, Brisbane 4102 QLD Australia; School of Nursing, Midwifery and Social Work, The University of Queensland, Brisbane, Queensland 4072, Australia.
| | - Amy N B Johnston
- Emergency Department, Princess Alexandra Hospital, Metro South Hospital and Health Service, Brisbane 4102 QLD Australia
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3
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McIntyre H, Loughhead M, Hayes L, Allen C, Barton-Smith D, Bickley B, Vega L, Smith J, Wharton U, Procter N. 'Everything would have gone a lot better if someone had listened to me': A nationwide study of emergency department contact by people with a psychosocial disability and a National Disability Insurance Scheme plan. Int J Ment Health Nurs 2024; 33:1037-1048. [PMID: 38379348 DOI: 10.1111/inm.13309] [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: 11/07/2023] [Revised: 01/31/2024] [Accepted: 02/05/2024] [Indexed: 02/22/2024]
Abstract
Australians with a psychosocial disability (PSD) and a National Disability Insurance Scheme (NDIS) plan may at times require emergency care due to the fluctuating nature of their physical and mental health conditions or when their supports have become insufficient. This nationwide study investigated the experiences of people presenting to an emergency department (ED) who have a PSD and an NDIS plan. The objective was to understand current care and communication practices and to provide recommendations for service integration. Twenty-four interviews were conducted with people who had a PSD and an NDIS plan. Participants were asked semi-structured questions about their experiences when engaging with NDIS processes and when engaging with the ED as an NDIS recipient and how communication practices could be improved between the two services. A qualitative, descriptive thematic analysis approach was used. A lived experience advisory group participated in the research and provided commentary. The findings of this study indicate that the NDIS, as a personalised budget scheme, presents challenges for people with complex PSD and physical needs. ED clinicians appear to be unclear about what the NDIS provides and communication between the two systems is fragmented and inconsistent. The themes identified from the analysed transcripts are: (a) People with PSD experience distress when dealing with the NDIS; (b) There's a blame game between the ED and the NDIS; and (c) Inadequate service integration between the ED and NDIS. Recommendations to assist with service integration include building service capacity, providing overlapping care and bridging the diverse biomedical, psychosocial and disability care services.
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Affiliation(s)
- Heather McIntyre
- Mental Health and Suicide Prevention Research and Education Group, University of South Australia, Adelaide, South Australia, Australia
| | - Mark Loughhead
- Mental Health and Suicide Prevention Research and Education Group, University of South Australia, Adelaide, South Australia, Australia
| | - Laura Hayes
- MIND Australia, Heidelberg, Victoria, Australia
| | - Caroline Allen
- Mental Health and Suicide Prevention Research and Education Group, University of South Australia, Adelaide, South Australia, Australia
| | - Dean Barton-Smith
- Mental Health and Suicide Prevention Research and Education Group, University of South Australia, Adelaide, South Australia, Australia
| | - Brooke Bickley
- Mental Health and Suicide Prevention Research and Education Group, University of South Australia, Adelaide, South Australia, Australia
- South Australia Lived Experience Leadership & Advocacy Network, Adelaide, South Australia, Australia
| | - Louis Vega
- Mental Health and Suicide Prevention Research and Education Group, University of South Australia, Adelaide, South Australia, Australia
| | - Jewels Smith
- Mental Health and Suicide Prevention Research and Education Group, University of South Australia, Adelaide, South Australia, Australia
| | - Ursula Wharton
- Mental Health and Suicide Prevention Research and Education Group, University of South Australia, Adelaide, South Australia, Australia
| | - Nicholas Procter
- Mental Health and Suicide Prevention Research and Education Group, University of South Australia, Adelaide, South Australia, Australia
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4
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Fleury MJ, Cao Z, Grenier G. Emergency Department Use among Patients with Mental Health Problems: Profiles, Correlates, and Outcomes. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2024; 21:864. [PMID: 39063441 PMCID: PMC11276606 DOI: 10.3390/ijerph21070864] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/06/2024] [Revised: 06/28/2024] [Accepted: 06/29/2024] [Indexed: 07/28/2024]
Abstract
Patients with mental health (MH) problems are known to use emergency departments (EDs) frequently. This study identified profiles of ED users and associated these profiles with patient characteristics and outpatient service use, and with subsequent adverse outcomes. A 5-year cohort of 11,682 ED users was investigated (2012-2017), using Quebec (Canada) administrative databases. ED user profiles were identified through latent class analysis, and multinomial logistic regression used to associate patients' characteristics and their outpatient service use. Cox regressions were conducted to assess adverse outcomes 12 months after the last ED use. Four ED user profiles were identified: "Patients mostly using EDs for accessing MH services" (Profile 1, incident MDs); "Repeat ED users" (Profile 2); "High ED users" (Profile 3); "Very high and recurrent high ED users" (Profile 4). Profile 4 and 3 patients exhibited the highest ED use along with severe conditions yet received the most outpatient care. The risk of hospitalization and death was higher in these profiles. Their frequent ED use and adverse outcomes might stem from unmet needs and suboptimal care. Assertive community treatments and intensive case management could be recommended for Profiles 4 and 3, and more extensive team-based GP care for Profiles 2 and 1.
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Affiliation(s)
- Marie-Josée Fleury
- Department of Psychiatry, McGill University, 1033, Pine Avenue West, Montreal, QC H3A 1A1, Canada
- Douglas Hospital Research Centre, Douglas Mental Health University Institute, 6875 LaSalle Blvd., Montreal, QC H4H 1R3, Canada; (Z.C.); (G.G.)
| | - Zhirong Cao
- Douglas Hospital Research Centre, Douglas Mental Health University Institute, 6875 LaSalle Blvd., Montreal, QC H4H 1R3, Canada; (Z.C.); (G.G.)
| | - Guy Grenier
- Douglas Hospital Research Centre, Douglas Mental Health University Institute, 6875 LaSalle Blvd., Montreal, QC H4H 1R3, Canada; (Z.C.); (G.G.)
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5
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Roennfeldt H, Hamilton BE, Hill N, Castles C, Glover H, Byrne L, Roper C. Our Wished-for Responses: Recommendations for Creating a Lived and Embodied Sense of Safety During Mental Health Crisis. Health Expect 2024; 27:e14122. [PMID: 38898606 PMCID: PMC11186845 DOI: 10.1111/hex.14122] [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: 04/02/2024] [Revised: 05/26/2024] [Accepted: 06/04/2024] [Indexed: 06/21/2024] Open
Abstract
BACKGROUND Medical interventions have a place in crisis support; however, narrow biomedical and risk-driven responses negatively impact people seeking crisis care. With increasing shifts towards involving people with lived experience (service users) in designing services, foregrounding people's desired responses is critical. Accordingly, the aim of the study was to explore the wished-for crisis responses from the perspective of people who have experienced crisis and accessed crisis care. METHOD Using a hermeneutical phenomenological approach, in-depth interviews were conducted to determine the desired crisis responses of 31 people who self-reported experiencing mental health crises and accessed crisis services at ED, phone lines and/or crisis alternatives. RESULTS The findings identified wished-for responses that gave a felt and embodied sense of their own safety influenced by a human-to-human response, emotional holding, a place of safety and choice within holistic care. For such responses to be possible, participants identified organising principles, including recognising crisis as meaningful and part of our shared human experience, understanding risk as fluid and a whole-of-community responsibility for responding to crises. CONCLUSION This paper proposes how insights from people who have experienced crises can be translated into more beneficial crisis care. PATIENT OR CONSUMER CONTRIBUTION Most authors are in identified lived experience roles. The first author engaged with participants during the recruitment and interviews and was explicit regarding their lived experience. Service users were involved as advisors, providing input throughout the study.
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Affiliation(s)
- Helena Roennfeldt
- Centre for Mental Health Nursing, Department of NursingUniversity of MelbourneMelbourneAustralia
| | | | - Nicole Hill
- Department of Social WorkUniversity of MelbourneMelbourneAustralia
| | - Calista Castles
- Menzies Health Institute QueenslandGriffith UniversityBrisbaneAustralia
| | - Helen Glover
- Centre for Disability Research and Policy (CDRP)University of SydneyMelbourneAustralia
| | - Louise Byrne
- School of ManagementRMIT UniversityMelbourneVictoriaAustralia
- Program for Recovery and Community Health, Department of PsychiatryYale School of MedicineNew HavenConnecticutUSA
| | - Cath Roper
- Centre for Mental Health Nursing, Department of NursingUniversity of MelbourneMelbourneAustralia
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6
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McIntyre H, Loughhead M, Hayes L, Allen C, Barton-Smith D, Bickley B, Vega L, Smith J, Wharton U, Procter N. I have not come here because I have nothing better to do: The lived experience of presenting to the emergency department for people with a psychosocial disability and an NDIS plan-A qualitative study. Int J Ment Health Nurs 2024; 33:624-635. [PMID: 38012104 DOI: 10.1111/inm.13264] [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: 08/21/2023] [Revised: 11/06/2023] [Accepted: 11/13/2023] [Indexed: 11/29/2023]
Abstract
Almost 60 000 people have a psychosocial disability (PSD) and a National Disability Insurance Scheme (NDIS) plan. As PSD can be a fluctuating condition, people with a PSD and an NDIS plan, at times, may require crisis care and present to the emergency department (ED). This national study explored the experiences of people with a PSD and an NDIS plan when presenting to the ED. To understand the unique lived experience of people with a PSD and an NDIS plan, semi-structured interviews were conducted with 24 people between March and November 2022 and were analysed thematically. A lived experience advisory group was engaged as part of the research team. Participants were asked about their experiences in the ED including barriers to therapeutic care and what worked well. Participants reported emotional distress caused by receiving a biomedical rather than a person-centred mental health response. A previous mental health history overshadowed diagnostic decisions and most participants interviewed stated they would not choose to return to the ED. Half of the participants spoke of one presentation only where needs were met. Four main themes emerged from the data: (a) Diagnostic overshadowing; (b) Judgement and stigma; (c) Waiting without hope; and (d) If things went well. This study provides evidence of the unique lived experience of people with a PSD and an NDIS plan when presenting to the ED. The results highlight the need for clinicians in the ED to understand the complexity and nuances of supporting people with a PSD. Recommendations for a person-centred care approach are provided. Alternative support options for this group of people need to be explored.
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Affiliation(s)
- Heather McIntyre
- Mental Health and Suicide Prevention Research and Education Group, University of South Australia, Adelaide, South Australia, Australia
| | - Mark Loughhead
- Mental Health and Suicide Prevention Research and Education Group, University of South Australia, Adelaide, South Australia, Australia
| | - Laura Hayes
- MIND Australia, Heidelberg, Victoria, Australia
| | - Caroline Allen
- Mental Health and Suicide Prevention Research and Education Group, University of South Australia, Adelaide, South Australia, Australia
| | - Dean Barton-Smith
- Mental Health and Suicide Prevention Research and Education Group, University of South Australia, Adelaide, South Australia, Australia
| | - Brooke Bickley
- Mental Health and Suicide Prevention Research and Education Group, University of South Australia, Adelaide, South Australia, Australia
| | - Louis Vega
- Mental Health and Suicide Prevention Research and Education Group, University of South Australia, Adelaide, South Australia, Australia
| | - Jewels Smith
- Mental Health and Suicide Prevention Research and Education Group, University of South Australia, Adelaide, South Australia, Australia
| | - Ursula Wharton
- Mental Health and Suicide Prevention Research and Education Group, University of South Australia, Adelaide, South Australia, Australia
| | - Nicholas Procter
- Mental Health and Suicide Prevention Research and Education Group, University of South Australia, Adelaide, South Australia, Australia
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7
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Huber JP, Milton A, Brewer MC, Norrie LM, Hartog SM, Glozier N. The effectiveness of brief non-pharmacological interventions in emergency departments and psychiatric inpatient units for people in crisis: A systematic review and narrative synthesis. Aust N Z J Psychiatry 2024; 58:207-226. [PMID: 38140961 DOI: 10.1177/00048674231216348] [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] [Indexed: 12/24/2023]
Abstract
OBJECTIVE Heterogeneous brief non-pharmacological interventions and guidelines exist to treat the burgeoning presentations to both emergency department and inpatient settings, for those in a crisis of mental ill-health. We systematically reviewed the literature to create a taxonomy of these brief non-pharmacological interventions, and review their evaluation methods and effectiveness. METHOD We conducted a systematic review across Cochrane, CINAHL, DARE, Embase, MEDLINE, PsycINFO databases. Studies meeting quality criteria, using Joanna Briggs Institute tools, were eligible. Interventions were categorised, and outcomes synthesised. RESULTS Thirty-nine studies were included: 8 randomised controlled trials, 17 quasi-experimental, 11 qualitative studies, and 3 file audits. Taxonomy produced six coherent intervention types: Skills-focussed, Environment-focussed, Special Observation, Psychoeducation, Multicomponent Group and Multicomponent Individual. Despite this, a broad and inconsistent range of outcome measures reflected different outcome priorities and prevented systematic comparison of different types of intervention or meta-analysis. Few brief non-pharmacological interventions had consistent evidential support: sensory modulation rooms consistently improved distress in inpatient settings. Short admissions may reduce suicide attempts and readmission, if accompanied by psychotherapy. Suicide-specific interventions in emergency departments may improve depressive symptoms, but not suicide attempt rates. There was evidence that brief non-pharmacological interventions did not reduce incidence of self-harm on inpatient wards. We found no evidence for frequently used interventions such as no-suicide contracting, special observation or inpatient self-harm interventions. CONCLUSION Categorising brief non-pharmacological interventions is feasible, but an evidence base for many is severely limited if not missing. Even when there is evidence, the inconsistency in outcomes often precludes clinicians from making inferences, although some interventions show promise.
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Affiliation(s)
- Jacqueline P Huber
- Faculty of Medicine and Health, Central Clinical School, The University of Sydney, Sydney, NSW, Australia
- Centre of Excellence for Children and Families over the Life Course, Australian Research Council, Canberra, ACT, Australia
- Mental Health, St Vincent's Hospital Sydney, Sydney, NSW, Australia
| | - Alyssa Milton
- Faculty of Medicine and Health, Central Clinical School, The University of Sydney, Sydney, NSW, Australia
- Centre of Excellence for Children and Families over the Life Course, Australian Research Council, Canberra, ACT, Australia
| | - Matthew C Brewer
- Mental Health, St Vincent's Hospital Sydney, Sydney, NSW, Australia
| | - Louisa M Norrie
- Mental Health, St Vincent's Hospital Sydney, Sydney, NSW, Australia
| | - Saskia M Hartog
- Centre of Excellence for Children and Families over the Life Course, Australian Research Council, Canberra, ACT, Australia
| | - Nick Glozier
- Centre of Excellence for Children and Families over the Life Course, Australian Research Council, Canberra, ACT, Australia
- Mental Health, St Vincent's Hospital Sydney, Sydney, NSW, Australia
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8
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Austin EE, Cheek C, Richardson L, Testa L, Dominello A, Long JC, Carrigan A, Ellis LA, Norman A, Murphy M, Smith K, Gillies D, Clay-Williams R. Improving emergency department care for adults presenting with mental illness: a systematic review of strategies and their impact on outcomes, experience, and performance. Front Psychiatry 2024; 15:1368129. [PMID: 38487586 PMCID: PMC10937575 DOI: 10.3389/fpsyt.2024.1368129] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/09/2024] [Accepted: 02/08/2024] [Indexed: 03/17/2024] Open
Abstract
Background Care delivery for the increasing number of people presenting at hospital emergency departments (EDs) with mental illness is a challenging issue. This review aimed to synthesise the research evidence associated with strategies used to improve ED care delivery outcomes, experience, and performance for adults presenting with mental illness. Method We systematically reviewed the evidence regarding the effects of ED-based interventions for mental illness on patient outcomes, patient experience, and system performance, using a comprehensive search strategy designed to identify published empirical studies. Systematic searches in Scopus, Ovid Embase, CINAHL, and Medline were conducted in September 2023 (from inception; review protocol was prospectively registered in Prospero CRD42023466062). Eligibility criteria were as follows: (1) primary research study, published in English; and (2) (a) reported an implemented model of care or system change within the hospital ED context, (b) focused on adult mental illness presentations, and (c) evaluated system performance, patient outcomes, patient experience, or staff experience. Pairs of reviewers independently assessed study titles, abstracts, and full texts according to pre-established inclusion criteria with discrepancies resolved by a third reviewer. Independent reviewers extracted data from the included papers using Covidence (2023), and the quality of included studies was assessed using the Joanna Briggs Institute suite of critical appraisal tools. Results A narrative synthesis was performed on the included 46 studies, comprising pre-post (n = 23), quasi-experimental (n = 6), descriptive (n = 6), randomised controlled trial (RCT; n = 3), cohort (n = 2), cross-sectional (n = 2), qualitative (n = 2), realist evaluation (n = 1), and time series analysis studies (n = 1). Eleven articles focused on presentations related to substance use disorder presentation, 9 focused on suicide and deliberate self-harm presentations, and 26 reported mental illness presentations in general. Strategies reported include models of care (e.g., ED-initiated Medications for Opioid Use Disorder, ED-initiated social support, and deliberate self-harm), decision support tools, discharge and transfer refinements, case management, adjustments to liaison psychiatry services, telepsychiatry, changes to roles and rostering, environmental changes (e.g., specialised units within the ED), education, creation of multidisciplinary teams, and care standardisations. System performance measures were reported in 33 studies (72%), with fewer studies reporting measures of patient outcomes (n = 19, 41%), patient experience (n = 10, 22%), or staff experience (n = 14, 30%). Few interventions reported outcomes across all four domains. Heterogeneity in study samples, strategies, and evaluated outcomes makes adopting existing strategies challenging. Conclusion Care for mental illness is complex, particularly in the emergency setting. Strategies to provide care must align ED system goals with patient goals and staff experience.
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Affiliation(s)
- Elizabeth E. Austin
- The Centre for Healthcare Resilience and Implementation Science, Australian Institute of Health Innovation, Faculty of Medicine, Health and Human Science, Macquarie University, Macquarie, NSW, Australia
| | - Colleen Cheek
- The Centre for Healthcare Resilience and Implementation Science, Australian Institute of Health Innovation, Faculty of Medicine, Health and Human Science, Macquarie University, Macquarie, NSW, Australia
| | - Lieke Richardson
- The Centre for Healthcare Resilience and Implementation Science, Australian Institute of Health Innovation, Faculty of Medicine, Health and Human Science, Macquarie University, Macquarie, NSW, Australia
| | - Luke Testa
- The Centre for Healthcare Resilience and Implementation Science, Australian Institute of Health Innovation, Faculty of Medicine, Health and Human Science, Macquarie University, Macquarie, NSW, Australia
| | - Amanda Dominello
- The Centre for Healthcare Resilience and Implementation Science, Australian Institute of Health Innovation, Faculty of Medicine, Health and Human Science, Macquarie University, Macquarie, NSW, Australia
| | - Janet C. Long
- The Centre for Healthcare Resilience and Implementation Science, Australian Institute of Health Innovation, Faculty of Medicine, Health and Human Science, Macquarie University, Macquarie, NSW, Australia
| | - Ann Carrigan
- The Centre for Healthcare Resilience and Implementation Science, Australian Institute of Health Innovation, Faculty of Medicine, Health and Human Science, Macquarie University, Macquarie, NSW, Australia
| | - Louise A. Ellis
- The Centre for Healthcare Resilience and Implementation Science, Australian Institute of Health Innovation, Faculty of Medicine, Health and Human Science, Macquarie University, Macquarie, NSW, Australia
| | - Alicia Norman
- Centre for the Health Economy, Macquarie University Business School, Macquarie University, Macquarie, NSW, Australia
| | - Margaret Murphy
- Western Sydney Local Health District, New South Wales Health, Sydney, NSW, Australia
| | - Kylie Smith
- Emergency Care Institute, New South Wales Agency for Clinical Innovation, New South Wales Health, Sydney, NSW, Australia
| | - Donna Gillies
- Quality and Safeguards Commission, National Disability Insurance Scheme, Sydney, NSW, Australia
| | - Robyn Clay-Williams
- The Centre for Healthcare Resilience and Implementation Science, Australian Institute of Health Innovation, Faculty of Medicine, Health and Human Science, Macquarie University, Macquarie, NSW, Australia
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9
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Gabet M, Armoon B, Meng X, Fleury MJ. Effectiveness of emergency department based interventions for frequent users with mental health issues: A systematic review. Am J Emerg Med 2023; 74:1-8. [PMID: 37717467 DOI: 10.1016/j.ajem.2023.09.008] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Revised: 08/21/2023] [Accepted: 09/05/2023] [Indexed: 09/19/2023] Open
Abstract
Frequent emergency department (ED) users with mental health issues are particularly vulnerable patients, who often receive insufficient or inadequate outpatient care. This systematic review identified and evaluated studies on ED-based interventions to reduce acute care use by this population, while improving outpatient service use and patient outcomes. Searches were conducted in five databases for studies published between January 1, 2000, and April 30, 2022. Eligibility criteria included: patients with mental health issues who made 2+ ED visits in the previous 6 months or were high ED users (3+ visits/year), and who received ED-based interventions to reduce ED use. The review included 12 studies of 11,082 articles screened. Four intervention groups were identified: care plan (n = 4), case management (n = 4), peer-support (n = 2) and brief interventions (n = 2). The definitions of frequent users varied considerably, while the quality assessment rated studies from moderate to good and risk of bias from low to high. Eight studies used pre-post design, and four were randomized controlled trials. Ten studies assessed outcomes related to use of other services than ED, mainly hospitalizations, while five assessed patients' clinical conditions and three, social conditions (e.g., housing status). This review revealed that case management and care plan interventions, based in ED, decrease ED use among frequent users, while case management also showed promising results for outpatient service use and clinical and social outcomes. Thus, the results support continued deployment of intensive ED-based interventions for frequent ED users with mental health issues although firm conclusions regarding the effectiveness of these interventions, particularly outcomes related to services other than ED, require further investigation.
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Affiliation(s)
- Morgane Gabet
- Division of Mental Health & Society, Douglas Hospital Research Centre, Montreal, Canada; Département de Gestion, Evaluation et Politique de Santé, Université de Montréal, Montréal, Canada
| | - Bahram Armoon
- Division of Mental Health & Society, Douglas Hospital Research Centre, Montreal, Canada
| | - Xiangfei Meng
- Division of Mental Health & Society, Douglas Hospital Research Centre, Montreal, Canada
| | - Marie-Josée Fleury
- Division of Mental Health & Society, Douglas Hospital Research Centre, Montreal, Canada; Département de Gestion, Evaluation et Politique de Santé, Université de Montréal, Montréal, Canada; Department of Psychiatry, McGill University, Montreal, Canada.
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10
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Alcock J, Ranse J, Crilly J, Wardrop R. People brought to the emergency department under involuntary assessment orders: A scoping review. Int Emerg Nurs 2023; 69:101290. [PMID: 37295224 DOI: 10.1016/j.ienj.2023.101290] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2022] [Revised: 03/02/2023] [Accepted: 03/13/2023] [Indexed: 06/12/2023]
Abstract
BACKGROUND Some people with mental health problems arrive to the Emergency Department (ED) under involuntary assessment orders (IAOs) and can have complex medical and socioeconomic factors, which may impact on the delivery of care in the ED. Therefore, this scoping review aimed to identify, evaluate and summarise the current literature regarding the demographic characteristics, clinical characteristics and outcomes for people brought to the ED under IAOs. METHOD A scoping review was undertaken guided by the Preferred Reporting Items for Systematic reviews and Meta-Analyses extension for Scoping Reviews (PRISMA-ScR) Guidelines and the Arksey and O'Malley framework. RESULTS In total 21 articles were included in this review. People under IAOs most commonly present to EDs with suicidal ideation/intent, with interagency involvement noted when responding to these people in the pre-hospital setting. Most people arriving to ED under IAOs were reported to experience length of staylonger than four hours. CONCLUSION This review highlights the limited information pertaining to people brought to EDs under an IAO. High levels of mental health problems and extended length of stay for people under IAOs suggests the need for interagency collaboration to inform the development and implementation of models of care that incorporates social determinants of health and are tailored to this complex population.
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Affiliation(s)
- Julia Alcock
- School of Nursing and Midwifery, Griffith University, Parklands Dr, Southport, QLD 4222, Australia.
| | - Jamie Ranse
- School of Nursing and Midwifery, Griffith University, Parklands Dr, Southport, QLD 4222, Australia; Menzies Health Institute Queensland, Griffith University, Parklands Dr, Southport, QLD 4222, Australia; Department of Emergency Medicine, Gold Coast Hospital and Health Service, 1 Hospital Blvd, Southport, QLD 4215, Australia.
| | - Julia Crilly
- School of Nursing and Midwifery, Griffith University, Parklands Dr, Southport, QLD 4222, Australia; Menzies Health Institute Queensland, Griffith University, Parklands Dr, Southport, QLD 4222, Australia; Department of Emergency Medicine, Gold Coast Hospital and Health Service, 1 Hospital Blvd, Southport, QLD 4215, Australia.
| | - Rachel Wardrop
- School of Nursing and Midwifery, Griffith University, Parklands Dr, Southport, QLD 4222, Australia; Menzies Health Institute Queensland, Griffith University, Parklands Dr, Southport, QLD 4222, Australia.
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Huber J, Ryan CJ, Gupta R, Rosen A, Tietze T, Drew K, Ahmed T, Skopek M. The NSW Emergency Psychiatry Network. Aust N Z J Psychiatry 2023; 57:312-314. [PMID: 36440616 DOI: 10.1177/00048674221137820] [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: 11/29/2022]
Abstract
Emergency Psychiatry is evolving. In an environment that lacks a clear evidence base, and where a constellation of factors is driving up Emergency Department presentation rates and lengths of stay, several stakeholders are working towards and clamouring for change. With the goal of collaborating with such parties, we believe Emergency Psychiatrists should position themselves to establish and advocate for best-practice change in culture, research, clinical care and training, and funding in the provision of mental health crisis care. To this end, we have formed the NSW Emergency Psychiatry Network, a group of Emergency Psychiatrists with a broad experience in a range of settings, from tertiary metropolitan emergency facilities with access to subspecialty psychiatric services, to rural and remote emergency settings with sporadic in-reach from local mental health services and telehealth. We unanimously recognise the need to upskill both Emergency Department and Mental Health clinicians in crisis care, and the need for committed, evidence-based Mental Health resourcing within Emergency Departments.
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Affiliation(s)
- Jacqueline Huber
- Psychiatry, St Vincent's Hospital Sydney, Darlinghurst, NSW, Australia.,Faculty of Medicine and Health, The University of Sydney, Camperdown, NSW, Australia.,Psychiatry, School of Medicine, The University of Notre Dame Australia, Sydney, NSW, Australia
| | - Christopher James Ryan
- Psychiatry, St Vincent's Hospital Sydney, Darlinghurst, NSW, Australia.,Faculty of Medicine and Health, The University of Sydney, Camperdown, NSW, Australia.,Psychiatry, Faculty of Medicine, University of New South Wales, Sydney, NSW, Australia
| | - Rahul Gupta
- NMHEC-RAP Telepsychiatry Service, Hunter New England Mental Health, Newcastle, NSW, Australia.,Faculty of Health and Medicine, The University of Newcastle, Callaghan, NSW, Australia
| | - Alan Rosen
- Brain and Mind Centre, The University of Sydney, Camperdown, NSW, Australia.,Australian Health Services Research Institute, University of Wollongong, Wollongong, NSW, Australia
| | - Tad Tietze
- Mental Health Service, Illawarra Shoalhaven Local Health District, Wollongong, NSW, Australia
| | - Kathryn Drew
- Tweed Byron Mental Health Service, Northern NSW Local Health District, Tweed Heads, NSW, Australia
| | - Tanya Ahmed
- Royal Prince Alfred Hospital, Camperdown, NSW, Australia.,Wesley Mission Hospital, Ashfield, NSW, Australia
| | - Michaela Skopek
- Emergency Department Mental Health Team, Central Coast Local Health District, Gosford, NSW, Australia.,Faculty of Health and Medicine, University of Newcastle, Callaghan, NSW
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McIntyre H, Reeves V, Loughhead M, Hayes L, Procter N. Communication pathways from the emergency department to community mental health services: A systematic review. Int J Ment Health Nurs 2022; 31:1282-1299. [PMID: 35598319 PMCID: PMC9790581 DOI: 10.1111/inm.13024] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/30/2022] [Indexed: 12/30/2022]
Abstract
This systematic review synthesizes existing peer reviewed evidence reporting on evaluated strategies used for enhancing communication pathways for continuity of care between the emergency department and mental health community supports. Following the PRISMA guidelines and the PICO framework, this review was conducted between January and July 2021. Included articles needed to evaluate communication pathway interventions for continuity of care between the emergency department and mental health community services which support service users with mental health and/or suicidal crisis. The seven included studies identified three support coordination interventions, two motivational interviewing interventions, an electronic record enhanced strategy and results from a phone follow-up study. This review demonstrates that support coordination, motivational interviewing, education, or an enhanced electronic record strategy can improve continuity of care, and in some cases, reduce the need for people to re-present to ED when they are experiencing mental health concerns or suicidal crisis. Results of this review reveal that a multipronged approach of communication pathways for continuity of care would enable more effective connections with mental health community supports and enable better outcomes for people requiring services.
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Affiliation(s)
- Heather McIntyre
- University of South Australia, Adelaide, South Australia, Australia
| | - Verity Reeves
- University of South Australia, Adelaide, South Australia, Australia
| | - Mark Loughhead
- University of South Australia, Adelaide, South Australia, Australia
| | - Laura Hayes
- MIND Australia, Heidelberg, Victoria, Australia
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13
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Raj CT. The effectiveness of mental health disorder stigma-reducing interventions in the healthcare setting: An integrative review. Arch Psychiatr Nurs 2022; 39:73-83. [PMID: 35688548 DOI: 10.1016/j.apnu.2022.03.005] [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] [Received: 05/11/2021] [Revised: 03/12/2022] [Accepted: 03/13/2022] [Indexed: 11/24/2022]
Abstract
Individuals with mental health disorders frequently seek medical treatment in health care settings other than a mental health facility. However, mental health disorder stigmatization is prevalent in the healthcare setting across the globe. Stigmatizing attitudes remain widespread among healthcare professionals who are responsible for delivering patient-centered, quality care. Stigma in the healthcare setting can undermine effective diagnosis, therapy, and optimum health outcomes. Addressing stigma is critical to delivering quality health care in both developed and developing countries. Therefore, it is important to deliver successful anti-stigma education, along with practical strategies, to reduce the stigma of mental health disorders among healthcare professionals. An integrative review was conducted to identify the effectiveness of various interventions used in 10 different countries globally to reduce the stigma of mental health disorders in the healthcare setting.
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Affiliation(s)
- Catherine T Raj
- Department of Nursing, Liberty University, United States of America.
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14
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Kobyłko A, Szcześniak D, Halupczok-Żyła J, Marciniak D, Jawiarczyk-Przybyłowska A, Bolanowski M, Rymaszewska J. The clinical complexity of patients with acromegaly. J Psychosom Res 2022; 159:110946. [PMID: 35644085 DOI: 10.1016/j.jpsychores.2022.110946] [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: 10/18/2021] [Revised: 05/10/2022] [Accepted: 05/10/2022] [Indexed: 11/19/2022]
Abstract
OBJECTIVES The main aim of the study was to investigate the factors related to the biopsychosocial complexity in the group of patients with acromegaly with different disease activity. METHODS A cross-sectional observational study was performed. First, a linguistic adaptation of the INTERMED - self-assessment questionnaire (IMSA) and after that the assessment of the biopsychosocial complexity among patients with acromegaly and the factors which relate to the complexity was made. The following tools were used to assess: biopsychosocial complexity: The INTERMED -self-assessment (IMSA); quality of life: The World Health Organization Quality of Life - BREF (WHOQoL) and Acromegaly Quality of Life questionnaire (AcroQol); mental state: The General Health Questionnaire - 28 (GHQ-28). RESULTS The final analysis included 71 patients. According to the principal component analysis the mental state (GHQ-28) and the quality of life (AcroQol) are the most important factors related to the clinical complexity among patients with acromegaly. In the model created by a stepwise regression analysis for the total IMSA score higher growth hormone (GH) concentration, longer illness duration, and better general quality of life were included as the protective factors of the clinical complexity. By contrast, a high score in the severe depression subscale of GHQ-28 was a factor of higher clinical complexity. CONCLUSION The mental state and quality of life are the most important determinants of the clinical complexity in the group of patients with acromegaly whereas the biochemical normalization is of lesser importance.
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Affiliation(s)
- Agnieszka Kobyłko
- Department of Psychiatry, Wroclaw Medical University, 50-367 Wroclaw, Poland.
| | - Dorota Szcześniak
- Department of Psychiatry, Wroclaw Medical University, 50-367 Wroclaw, Poland.
| | - Jowita Halupczok-Żyła
- Department of Endocrinology, Diabetes and Isotope Therapy, Wroclaw Medical University, 50-367 Wroclaw, Poland
| | - Dominik Marciniak
- Department of Dosage Form Technology, Wroclaw Medical University, 50-556 Wroclaw, Poland.
| | | | - Marek Bolanowski
- Department of Endocrinology, Diabetes and Isotope Therapy, Wroclaw Medical University, 50-367 Wroclaw, Poland.
| | - Joanna Rymaszewska
- Department of Psychiatry, Wroclaw Medical University, 50-367 Wroclaw, Poland.
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15
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Shin HD, Cassidy C, Weeks LE, Campbell LA, Drake EK, Wong H, Donnelly L, Dorey R, Kang H, Curran JA. Interventions to change clinicians' behavior related to suicide-prevention care in the emergency department: a scoping review. JBI Evid Synth 2021; 20:788-846. [PMID: 34907133 DOI: 10.11124/jbies-21-00149] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022]
Abstract
OBJECTIVE The objective of this scoping review was to explore, characterize, and map the literature on interventions and intervention components implemented to change emergency department clinicians' behavior related to suicide prevention using the Behaviour Change Wheel as a guiding theoretical framework. INTRODUCTION An emergency department is a critical place for suicide prevention, yet patients are often discharged without proper suicide risk assessments and/or referrals. In response, we must support emergency department clinicians' behavior change to follow evidence-based suicide prevention strategies. However, reviews to date have yet to systematically and theoretically examine interventions' functional characteristics and how they can influence emergency department clinicians' behaviors related to suicide-prevention care. INCLUSION CRITERIA This review considered interventions that targeted emergency department clinicians' behavior change related to suicide prevention. Behavior change referred to observable practice changes as well as proxy measures of behavior change, including changes in knowledge and attitude. METHODS This review followed JBI methodology for scoping reviews. Searches included PubMed, PsycINFO, CINAHL, Embase, and gray literature, including targeted Google searches for relevant organizations/websites, ProQuest Dissertations and Theses Global, and Scopus conference papers (using a specific filter). This review did not apply any date limits, but our search was limited to the English language. Data extraction was undertaken using a charting table developed specifically for the review objective. Narrative descriptions of interventions were coded using the Behavior Change Wheel's intervention functions. Reported outcome measures were categorized. Findings are tabulated and synthesized narratively. RESULTS Forty-one studies were included from the database searches, representing a mixture of experimental (n = 2), quasi-experimental (n = 24), non-experimental (n = 12), qualitative (n = 1), and mixed methods (n = 2) approaches. An additional 29 citations were included from gray literature searches. One was a pilot mixed methods study, and the rest were interventions. In summary, this review included a total of 70 citations, describing 66 different interventions. Identified interventions comprised a wide range of Behaviour Change Wheel intervention functions to change clinicians' behavior: education (n = 48), training (n = 40), enablement (n = 36), persuasion (n = 21), environmental restructuring (n = 18), modeling (n = 7), and incentivisation (n = 2). Based on the Behaviour Change Wheel analysis, many interventions targeted more than one determinant of behavior change, often employing education and training to improve clinicians' knowledge and skills simultaneously. Among the 42 studies that reported outcome measures, effectiveness was measured at clinician (n = 38), patient (n = 4), and/or organization levels (n = 6). Few studies reported implementation outcomes, such as measures of reach (n = 4), adoption (n = 5), or fidelity (n = 1). There were no evaluation data reported on the interventions identified through Google searches. CONCLUSIONS Interventions included in this review were diverse and leveraged a range of mechanisms to change emergency department clinicians' behavior. However, most interventions relied solely on education and/or training to improve clinicians' knowledge and/or skills. Future research should consider diverse intervention functions to target both individual- and/or organization-level barriers for a given context. Secondly, the ultimate goal for changing emergency department clinicians' behavior is to improve patient health outcomes related to suicide-related thoughts and behaviors, but current research has most commonly evaluated clinicians' behavior in isolation of patient outcomes. Future studies should consider reporting patient-level outcomes alongside clinician-level outcomes.
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Affiliation(s)
- Hwayeon Danielle Shin
- School of Nursing, Dalhousie University, Halifax, NS, Canada Aligning Health Needs and Evidence for Transformative Change (AH-NET-C): A JBI Centre of Excellence, Halifax, NS, Canada Department of Community Health and Epidemiology, Faculty of Medicine, Dalhousie University, Halifax, NS, Canada Faculty of Health, Dalhousie University, Halifax, NS, Canada Nova Scotia Health Authority, Halifax, NS, Canada
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16
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Shin HD, Cassidy C, Weeks LE, Campbell LA, Rothfus MA, Curran J. Interventions to change clinicians' behavior in relation to suicide prevention care in the emergency department: a scoping review protocol. JBI Evid Synth 2021; 19:2014-2023. [PMID: 33795582 DOI: 10.11124/jbies-20-00307] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
OBJECTIVE This review aims to explore, characterize, and map the literature on interventions implemented to change emergency department clinicians' behavior related to suicide prevention using the Behavior Change Wheel as a guiding theoretical framework. INTRODUCTION An emergency department is a critical place for suicide prevention, yet many patients who present with suicide-related thoughts and behaviors are discharged without proper assessment or appropriate treatment. Supporting clinicians (who provide direct clinical care, including nurses, physicians, and allied health professionals) to make the desired behavior change following evidence-based suicide prevention care is an essential step toward improving patient outcomes. However, reviews to date have yet to take a theoretical approach to investigate interventions implemented to change clinicians' behavior. INCLUSION CRITERIA This review will consider literature that includes interventions that target emergency department clinicians' behavior related to suicide prevention. Behavior change refers to observable practice changes as well as proxy measures of behavior change, including knowledge and attitudes. There are many ways in which an intervention can change clinicians' behavior (eg, education, altering service delivery). This review will include a wide range of interventions that target behavior change regardless of the type, but will exclude interventions that exclusively target patients. METHODS Multiple databases will be searched: PubMed, PsycINFO, CINAHL, and Embase. We will also include gray literature, including Google search, ProQuest Dissertations and Theses Global, and Scopus conference papers. Full texts of included studies will be reviewed, critically appraised, and extracted. Extracted data will be coded to identify intervention functions using the Behavior Change Wheel. Findings will be summarized in tables accompanied by narrative reports.
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Affiliation(s)
- Hwayeon Danielle Shin
- School of Nursing, Faculty of Health, Dalhousie University, Halifax, NS, Canada.,Aligning Health Needs and Evidence for Transformative Change (AH-NET-C): A JBI Centre of Excellence, Halifax, NS, Canada
| | - Christine Cassidy
- School of Nursing, Faculty of Health, Dalhousie University, Halifax, NS, Canada.,Aligning Health Needs and Evidence for Transformative Change (AH-NET-C): A JBI Centre of Excellence, Halifax, NS, Canada
| | - Lori E Weeks
- School of Nursing, Faculty of Health, Dalhousie University, Halifax, NS, Canada.,Aligning Health Needs and Evidence for Transformative Change (AH-NET-C): A JBI Centre of Excellence, Halifax, NS, Canada
| | - Leslie Anne Campbell
- School of Nursing, Faculty of Health, Dalhousie University, Halifax, NS, Canada.,Department of Community Health and Epidemiology, Faculty of Medicine, Dalhousie University, Halifax, NS, Canada
| | - Melissa A Rothfus
- W.K. Kellogg Health Sciences Library, Dalhousie University, Halifax, NS, Canada
| | - Janet Curran
- School of Nursing, Faculty of Health, Dalhousie University, Halifax, NS, Canada.,Aligning Health Needs and Evidence for Transformative Change (AH-NET-C): A JBI Centre of Excellence, Halifax, NS, Canada
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Association of Follow-Up After an Emergency Department Visit for Mental Illness with Utilization Based Outcomes. ADMINISTRATION AND POLICY IN MENTAL HEALTH AND MENTAL HEALTH SERVICES RESEARCH 2021; 48:718-728. [PMID: 33438094 DOI: 10.1007/s10488-020-01106-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/17/2020] [Indexed: 10/22/2022]
Abstract
Follow-up within 30 days of an emergency department (ED) visit for mental illness is a new and widely-used quality measure. However, no empirical evidence validates associations between follow-up and subsequent utilization based outcomes. Using Massachusetts all payer claims data, we identified insured individuals with an ED visit for mental illness. Multivariate regression analysis estimated associations between follow-up within 30 days after an ED visit for mental illness with costs, hospitalizations, and additional ED visits in 180 days following the index visit. 63,814 index ED visits were included (56.5% female, mean [SD] age 38.0 [12.1] years, 48% Medicaid covered). 31% of index ED principal diagnoses were for major depressive disorder, 3% schizophrenia, 5% bipolar disorder, 34% anxiety disorder, 0.6% post-traumatic stress disorder, 8% other psychoses, and 19% other mental illness diagnoses. Only 33% of patients had a follow-up visit for mental illness within 30 days. Adjusted regression analyses show timely follow-up is associated with increased costs in the 180 days after (average marginal effect = $1622; 95% confidence interval [CI] 1459, 1786), an increased probability of inpatient hospitalization (2.7 percentage points; 95% CI 0.021, 0.032), and a small reduction in the probability of at least one additional ED visit (- 1.7 percentage points; 95% CI - 0.026 to 0.009). Overall follow-up rates are low; follow-up within 30 days of an ED visit for mental illness is associated with increased costs and increased probability of hospitalization in the follow-up period. It is not known whether increased rates of utilization improve patient outcomes, potentially by receiving appropriate more intensive care.
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Porturas T, Taylor RA. Forty years of emergency medicine research: Uncovering research themes and trends through topic modeling. Am J Emerg Med 2020; 45:213-220. [PMID: 33059985 DOI: 10.1016/j.ajem.2020.08.036] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2020] [Revised: 08/05/2020] [Accepted: 08/11/2020] [Indexed: 10/23/2022] Open
Abstract
STUDY OBJECTIVE Topic identification can facilitate knowledge curation, discover thematic relationships, trends, and predict future direction. We aimed to determine through an unsupervised, machine learning approach to topic modeling the most common research themes in emergency medicine over the last 40 years and summarize their trends and characteristics. METHODS We retrieved the complete reference entries including article abstracts from Ovid for all original research articles from 1980 to 2019 within emergency medicine for six widely-cited journals. Abstracts were processed through a natural language pipeline and analyzed by a latent Dirichlet allocation topic modeling algorithm for unsupervised topic discovery. Topics were further examined through trend analysis, word associations, co-occurrence metrics, and two-dimensional embeddings. RESULTS We retrieved 47,158 articles during the defined time period that were filtered to 20,528 articles for further analysis. Forty topics covering methodologic and clinical areas were discovered. These topics separated into distinct clusters when embedded in two-dimensional space and exhibited consistent patterns of interaction. We observed the greatest increase in popularity in research themes involving risk factors (0.4% to 5.2%), health utilization (1.2% to 5.0%), and ultrasound (0.7% to 3.3%), and a relative decline in research involving basic science (8.9% to 1.1%), cardiac arrest (6.5% to 2.2%), and vitals (6.3% to 1.3%) over the past 40 years. Our data show only very modest growth in mental health and substance abuse research (1.0% to 1.6%), despite ongoing crises. CONCLUSIONS Topic modeling via unsupervised machine learning applied to emergency medicine abstracts discovered coherent topics, trends, and patterns of interaction.
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Affiliation(s)
| | - R Andrew Taylor
- Department of Emergency Medicine, Yale University School of Medicine, United States.
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