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Seidenfeld J, Lee S, Ragsdale L, Nickel CH, Liu SW, Kennedy M. Risk factors and risk stratification approaches for delirium screening: A Geriatric Emergency Department Guidelines 2.0 systematic review. Acad Emerg Med 2024; 31:969-984. [PMID: 38847070 DOI: 10.1111/acem.14939] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2024] [Revised: 04/08/2024] [Accepted: 04/27/2024] [Indexed: 10/18/2024]
Abstract
OBJECTIVE As part of the Geriatric Emergency Department (ED) Guidelines 2.0 project, we conducted a systematic review to find risk factors or risk stratification approaches that can be used to identify subsets of older adults who may benefit from targeted ED delirium screening. METHODS An electronic search strategy was developed with a medical librarian, conducted in April 2021 and November 2022. Full-text studies of patients ≥65 years assessed for prevalent delirium in the ED were included. Risk of bias was assessed using the McMaster University Clarity Group tool. Outcomes measures pertained to the risk stratification method used. Due to heterogeneity of patient populations, risk stratification methods, and outcomes, a meta-analysis was not conducted. RESULTS Our search yielded 1878 unique citations, of which 13 were included. Six studies developed a novel delirium risk score with or without evaluation of specific risk factors, six studies evaluated specific risk factors only, and one study evaluated an existing nondelirium risk score for association with delirium. The most common risk factor was history of dementia, with odds ratios ranging from 3.3 (95% confidence interval [CI] 1.2-8.9) to 18.33 (95% CI 8.08-43.64). Other risk factors that were consistently associated with increased risk of delirium included older age, use of certain medications (such as antipsychotics, antidepressants, and opioids, among others), and functional impairments. Of the studies that developed novel risk scores, the reported area under the curve ranged from 0.77 to 0.90. Only two studies reported potential impact of the risk stratification tool on screening burden. CONCLUSIONS There is significant heterogeneity, but results suggest that factors such as dementia, age over 75, and functional impairments should be used to identify older adults who are at highest risk for ED delirium. No studies evaluated implementation of a risk stratification method for delirium screening or evaluated patient-oriented outcomes.
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Affiliation(s)
- Justine Seidenfeld
- Center of Innovation to Accelerate Discovery and Practice Transformation (ADAPT), Durham VA Health Care System, Durham, North Carolina, USA
- Department of Emergency Medicine, Durham VA Health Care System, Durham, North Carolina, USA
- Department of Emergency Medicine, Duke University School of Medicine, Durham, North Carolina, USA
| | - Sangil Lee
- Department of Emergency Medicine, University of Iowa Carver College of Medicine, Iowa City, Iowa, USA
| | - Luna Ragsdale
- Department of Emergency Medicine, Durham VA Health Care System, Durham, North Carolina, USA
- Department of Emergency Medicine, Duke University School of Medicine, Durham, North Carolina, USA
| | - Christian H Nickel
- Emergency Department, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Shan W Liu
- Department of Emergency Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA
- Department of Emergency Medicine, Harvard Medical School, Boston, Massachusetts, USA
| | - Maura Kennedy
- Department of Emergency Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA
- Department of Emergency Medicine, Harvard Medical School, Boston, Massachusetts, USA
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Carpenter CR, Lee S, Kennedy M, Arendts G, Schnitker L, Eagles D, Mooijaart S, Fowler S, Doering M, LaMantia MA, Han JH, Liu SW. Delirium detection in the emergency department: A diagnostic accuracy meta-analysis of history, physical examination, laboratory tests, and screening instruments. Acad Emerg Med 2024; 31:1014-1036. [PMID: 38757369 DOI: 10.1111/acem.14935] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2024] [Revised: 04/13/2024] [Accepted: 04/15/2024] [Indexed: 05/18/2024]
Abstract
INTRODUCTION Geriatric emergency department (ED) guidelines emphasize timely identification of delirium. This article updates previous diagnostic accuracy systematic reviews of history, physical examination, laboratory testing, and ED screening instruments for the diagnosis of delirium as well as test-treatment thresholds for ED delirium screening. METHODS We conducted a systematic review to quantify the diagnostic accuracy of approaches to identify delirium. Studies were included if they described adults aged 60 or older evaluated in the ED setting with an index test for delirium compared with an acceptable criterion standard for delirium. Data were extracted and studies were reviewed for risk of bias. When appropriate, we conducted a meta-analysis and estimated delirium screening thresholds. RESULTS Full-text review was performed on 55 studies and 27 were included in the current analysis. No studies were identified exploring the accuracy of findings on history or laboratory analysis. While two studies reported clinicians accurately rule in delirium, clinician gestalt is inadequate to rule out delirium. We report meta-analysis on three studies that quantified the accuracy of the 4 A's Test (4AT) to rule in (pooled positive likelihood ratio [LR+] 7.5, 95% confidence interval [CI] 2.7-20.7) and rule out (pooled negative likelihood ratio [LR-] 0.18, 95% CI 0.09-0.34) delirium. We also conducted meta-analysis of two studies that quantified the accuracy of the Abbreviated Mental Test-4 (AMT-4) and found that the pooled LR+ (4.3, 95% CI 2.4-7.8) was lower than that observed for the 4AT, but the pooled LR- (0.22, 95% CI 0.05-1) was similar. Based on one study the Confusion Assessment Method for the Intensive Care Unit (CAM-ICU) is the superior instrument to rule in delirium. The calculated test threshold is 2% and the treatment threshold is 11%. CONCLUSIONS The quantitative accuracy of history and physical examination to identify ED delirium is virtually unexplored. The 4AT has the largest quantity of ED-based research. Other screening instruments may more accurately rule in or rule out delirium. If the goal is to rule in delirium then the CAM-ICU or brief CAM or modified CAM for the ED are superior instruments, although the accuracy of these screening tools are based on single-center studies. To rule out delirium, the Delirium Triage Screen is superior based on one single-center study.
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Affiliation(s)
| | - Sangil Lee
- University of Iowa, Iowa City, Iowa, USA
| | - Maura Kennedy
- Harvard Medical School, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Glenn Arendts
- Medical School, University of Western Australia, Perth, Western Australia, Australia
| | - Linda Schnitker
- Bolton Clarke Research Institute, Bolton Clarke School of Nursing, Queensland University of Technology, Brisbane, Queensland, Australia
| | | | - Simon Mooijaart
- Department of Internal Medicine, Section of Gerontology and Geriatrics, Leiden University Medical Center, Leiden, The Netherlands
- LUMC Center for Medicine for Older People, Leiden University Medical Center, Leiden, The Netherlands
| | - Susan Fowler
- University of Connecticut Health Sciences, Farmington, Connecticut, USA
| | - Michelle Doering
- Washington University School of Medicine in St. Louis, St. Louis, Missouri, USA
| | | | - Jin H Han
- Geriatric Research Education and Clinical Center (GRECC), Tennessee Valley Healthcare Center, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Shan W Liu
- Department of Emergency Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
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Shirzad F, Shariat SV, Masjedi N, Ghadirivasfi M, Ghalichi L, Fakhrian A, Hadi F. Workshop-based training of pre-hospital emergency technicians for acute psychiatric patients: benefits and drawbacks. BMC MEDICAL EDUCATION 2024; 24:996. [PMID: 39267028 PMCID: PMC11396583 DOI: 10.1186/s12909-024-05856-7] [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: 11/08/2023] [Accepted: 08/01/2024] [Indexed: 09/14/2024]
Abstract
BACKGROUND Pre-hospital emergency technicians are crucial in managing patients with acute psychiatric symptoms. They must quickly assess the condition, make a primary diagnosis, and refer the patient to the appropriate treatment center. Insufficient skills in these situations can cause serious harm. Educating technicians on dealing with these patients may enhance their knowledge and skills; however, we do not know the extent and longevity of this improvement and which areas are affected. This study investigates the impact of training on pre-hospital emergency technicians' knowledge and skills. METHODS This quasi-experimental study involved pre-hospital emergency technicians in Robat Karim and Nasim Shahr counties from December 2022 to January 2022. The technicians received workshops on interacting with psychiatric patients. The training topics included the basic principles of coping with a psychiatric patient. They also covered a step-by-step approach to dealing with an aggressive patient, dealing with a patient threatening suicide, managing agitation, managing a patient suffering from panic attacks, and finally dealing with a delirious patient. A pre-test assessed their baseline knowledge and skills, followed by a post-test after training and another test three months later. The test results were analyzed. RESULTS This study involved forty male participants ranging in age from 25 to 44 and with work experience ranging from five to twenty years. As a result of training in dealing with acute psychiatric patients, technicians developed significant skills and knowledge immediately after training, and these improvements remained significant three months after training. Nevertheless, the correct answers decreased during the three-month follow-up compared to the pre-test. Education was less effective at managing panic, delirium, and agitation. CONCLUSION In conclusion, technicians' knowledge and skills can be effectively enhanced through training; however, the impact diminishes with time. Theories and practical methods, periodic repetition, and real-world internships are the best ways to maximize training effectiveness.
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Grants
- 98-3-8-4868 Vice President of Health, Iran University of Medical Sciences,Tehran,Iran.
- 98-3-8-4868 Vice President of Health, Iran University of Medical Sciences,Tehran,Iran.
- 98-3-8-4868 Vice President of Health, Iran University of Medical Sciences,Tehran,Iran.
- 98-3-8-4868 Vice President of Health, Iran University of Medical Sciences,Tehran,Iran.
- 98-3-8-4868 Vice President of Health, Iran University of Medical Sciences,Tehran,Iran.
- 98-3-8-4868 Vice President of Health, Iran University of Medical Sciences,Tehran,Iran.
- 98-3-8-4868 Vice President of Health, Iran University of Medical Sciences,Tehran,Iran.
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Affiliation(s)
- Fatemeh Shirzad
- Spiritual Health Research Center, Department of Psychiatry, School of Medicine, Iran University of Medical Sciences, Tehran, Iran.
| | - Seyed Vahid Shariat
- Mental Health Research Center, School of Behavioral Sciences and Mental Health, Department of Psychiatry, School of Medicine, Tehran Institute of Psychiatry), Tehran, Iran
| | - Neda Masjedi
- Department of psychiatry, Faculty of Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Mohammad Ghadirivasfi
- Medical faculty, Research Center for Addiction and Risky Behaviors (ReCARB), Iran University of Medical Sciences, Tehran, Iran
| | - Leila Ghalichi
- Mental Health Research Center, Psychosocial Health Research Institute, Iran University of Medical Science, Tehran, Iran
| | - Arghavan Fakhrian
- Fellowship of Psychosexual Medicine, Department of Psychosexual Medicine, Roozbeh Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Fatemeh Hadi
- Department of Psychiatry, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
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Espejo T, Wagner N, Riedel HB, Karakoumis J, Geigy N, Nickel CH, Bingisser R. Prognostic value of cognitive impairment, assessed by the Clock Drawing Test, in emergency department patients presenting with non-specific complaints. Eur J Intern Med 2024; 126:56-62. [PMID: 38604939 DOI: 10.1016/j.ejim.2024.03.016] [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: 11/24/2023] [Revised: 02/20/2024] [Accepted: 03/12/2024] [Indexed: 04/13/2024]
Abstract
BACKGROUND Cognitive impairment (CI) is common among older patients presenting to the emergency department (ED). The failure to recognize CI at ED presentation constitutes a high risk of additional morbidity, mortality, and functional decline. The Clock Drawing Test (CDT) is a well-established cognitive screening test. AIM In patients presenting to the ED with non-specific complaints (NSCs), we aimed to investigate the usability of the CDT and its prognostic value regarding length of hospital stay (LOS) and mortality. METHOD Secondary analysis of the Basel Non-specific Complaints (BANC) trial, a prospective delayed type cross-sectional study with a 30-day follow-up. In three EDs, patients presenting with NSCs were enrolled. The CDT was administered at enrollment. RESULTS In the 1,278 patients enrolled, median age was 81 [74, 87] years and 782 were female (61.19%). A valid CDT was obtained in 737 (57.7%) patients. In patients without a valid CDT median LOS was higher (29 [9, 49] days vs. 22 [9, 45] days), and 30-day mortality was significantly higher than in patients with a valid CDT (n = 45 (8.32%) vs. n = 39 (5.29%)). Of all valid CDTs, 154 clocks (20.9%) were classified as normal, 55 (7.5%) as mildly deficient, 297 (40.3%) as moderately deficient, and 231 (31.3%) as severely deficient. Mortality and LOS increased along with the CDT deficits (p = 0.012 for 30-day mortality; p < 0.001 for LOS). CONCLUSION The early identification of patients with CI may lead to improved patient management and resource allocation. The CDT could be used as a risk stratification tool for older ED patients presenting with NSCs, as it is a predictor for 30-day mortality and LOS.
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Affiliation(s)
- Tanguy Espejo
- Emergency Department, University Hospital Basel, University of Basel, Petersgraben 2, Basel CH-4031, Switzerland
| | | | - Henk B Riedel
- Emergency Department, University Hospital Basel, University of Basel, Petersgraben 2, Basel CH-4031, Switzerland
| | | | - Nicolas Geigy
- Emergency Department, Kantonsspital Baselland, Liestal, Switzerland
| | - Christian H Nickel
- Emergency Department, University Hospital Basel, University of Basel, Petersgraben 2, Basel CH-4031, Switzerland
| | - Roland Bingisser
- Emergency Department, University Hospital Basel, University of Basel, Petersgraben 2, Basel CH-4031, Switzerland.
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Jivalagian P, Gettel CJ, Smith CM, Robinson L, Brinker M, Shah D, Kumar A, Faustino IV, Nath B, Chang-Sing E, Taylor RA, Kennedy M, Hwang U, Wong AH. Racial, Ethnic, and Age-Related Disparities in Sedation and Restraint Use for Older Adults in the Emergency Department. Am J Geriatr Psychiatry 2024:S1064-7481(24)00398-1. [PMID: 39054237 DOI: 10.1016/j.jagp.2024.07.004] [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: 04/27/2024] [Revised: 07/01/2024] [Accepted: 07/03/2024] [Indexed: 07/27/2024]
Abstract
OBJECTIVES Older adults may present to the emergency department (ED) with agitation, a symptom often resulting in chemical sedation and physical restraint use which carry significant risks and side effects for the geriatric population. To date, limited literature describes the patterns of differential restraint use in this population. DESIGN, SETTING, PARTICIPANTS, AND MEASUREMENTS This retrospective cross-sectional study used electronic health records data from ED visits by older adults (age ≥65 years) ranging 2015-2022 across nine hospital sites in a regional hospital network. Logistic regression models were estimated to determine the association between patient-level characteristics and the primary outcomes of chemical sedation and physical restraint. RESULTS Among 872,587 ED visits during the study period, 11,875 (1.4%) and 32,658 (3.7%) encounters involved the use of chemical sedation and physical restraints respectively. The populations aged 75-84, 85-94, 95+ years had increasingly higher odds of chemical sedation [adjusted odds ratios (AORs) 1.35 (95% CI 1.29-1.42); 1.82 (1.73-1.91); 2.35 (2.15-2.57) respectively] as well as physical restraint compared to the 65-74 group [AOR 1.31 (1.27-1.34); 1.55 (1.50-1.60); 1.69 (1.59-1.79)]. Compared to the White Non-Hispanic group, the Black Non-Hispanic and Hispanic/Latinx groups had significantly higher odds of chemical sedation [AOR 1.26 (1.18-1.35); AOR 1.22 (1.15-1.29)] and physical restraint [AOR 1.12 (95% CI 1.07-1.16); 1.22 (1.18-1.26)]. CONCLUSION Approximately one in 20 ED visits among older adults resulted in chemical sedation or physical restraint use. Minoritized group status was associated with increasing use of chemical sedation and physical restraint, particularly among the oldest old. These results may indicate the need for further research in agitation management for historically marginalized populations in older adults.
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Affiliation(s)
- Patelle Jivalagian
- Department of Emergency Medicine (PJ, CJG, LR, DS, AK, IVF, BN, ECS, RAT, AHW), Yale School of Medicine, New Haven, CT
| | - Cameron J Gettel
- Department of Emergency Medicine (PJ, CJG, LR, DS, AK, IVF, BN, ECS, RAT, AHW), Yale School of Medicine, New Haven, CT
| | - Colin M Smith
- Hubert-Yeargan Center for Global Health (CMS), Duke University, Durham, NC
| | - Leah Robinson
- Department of Emergency Medicine (PJ, CJG, LR, DS, AK, IVF, BN, ECS, RAT, AHW), Yale School of Medicine, New Haven, CT
| | - Morgan Brinker
- Department of Emergency Medicine, Yale School of Medicine (MB), New Haven, CT
| | - Dhruvil Shah
- Department of Emergency Medicine (PJ, CJG, LR, DS, AK, IVF, BN, ECS, RAT, AHW), Yale School of Medicine, New Haven, CT
| | - Anusha Kumar
- Department of Emergency Medicine (PJ, CJG, LR, DS, AK, IVF, BN, ECS, RAT, AHW), Yale School of Medicine, New Haven, CT
| | - Isaac V Faustino
- Department of Emergency Medicine (PJ, CJG, LR, DS, AK, IVF, BN, ECS, RAT, AHW), Yale School of Medicine, New Haven, CT
| | - Bidisha Nath
- Department of Emergency Medicine (PJ, CJG, LR, DS, AK, IVF, BN, ECS, RAT, AHW), Yale School of Medicine, New Haven, CT
| | - Erika Chang-Sing
- Department of Emergency Medicine (PJ, CJG, LR, DS, AK, IVF, BN, ECS, RAT, AHW), Yale School of Medicine, New Haven, CT
| | - R Andrew Taylor
- Department of Emergency Medicine (PJ, CJG, LR, DS, AK, IVF, BN, ECS, RAT, AHW), Yale School of Medicine, New Haven, CT; Department of Biomedical Informatics and Data Science (RAT), Yale School of Medicine, New Haven, CT
| | - Maura Kennedy
- Department of Emergency Medicine (MK), Massachusetts General Hospital, Boston, MA; Department of Emergency Medicine (MK), Harvard Medical School, Boston, MA
| | - Ula Hwang
- Department of Emergency Medicine (UH), New York University Grossman School of Medicine, New York, NY; Geriatric Research Education and Clinical Center (UH), James J. Peters VAMC, Bronx, NY
| | - Ambrose H Wong
- Department of Emergency Medicine (PJ, CJG, LR, DS, AK, IVF, BN, ECS, RAT, AHW), Yale School of Medicine, New Haven, CT.
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Nothelle S, Slade E, Zhou J, Magidson PD, Chotrani T, Prichett L, Amjad H, Szanton S, Boyd CM, Wolff JL. Emergency Department Length of Stay for Older Adults With Dementia. Ann Emerg Med 2024; 83:446-456. [PMID: 38069967 PMCID: PMC11032237 DOI: 10.1016/j.annemergmed.2023.09.022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Revised: 09/11/2023] [Accepted: 09/28/2023] [Indexed: 01/11/2024]
Abstract
STUDY OBJECTIVE The emergency department (ED) poses unique challenges and risks to persons living with dementia. A longer ED length of stay is associated with the risk of death, delirium, and medication errors. We sought to determine whether ED length of stay differed by dementia status and trends in ED length of stay for persons living with dementia from 2014 to 2018 and whether persons living with dementia were at a higher risk for prolonged ED length of stay (defined as a length of stay > 90th percentile). METHODS In this observational study, we used data from the Healthcare Cost and Utilization Project State Emergency Department Database from Massachusetts, Arkansas, Arizona, and Florida. We included ED visits resulting in discharge for adults aged ≥65 years from 2014 to 2018. We used inverse probability weighting to create comparable groups of visits on the basis of dementia status. We used generalized linear models to estimate the mean difference in ED length of stay on the basis of dementia status and logistic regression to determine the odds of prolonged ED length of stay. RESULTS We included 1,039,497 ED visits (mean age: 83.5 years; 64% women; 78% White, 12% Hispanic). Compared with visits by persons without dementia, ED length of stay was 3.1 hours longer (95% confidence interval [CI] 3.0 to 3.3 hours) for persons living with dementia. Among the visits resulting in transfer, ED length of stay was on average 4.1 hours longer (95% CI 3.6 to 4.5 hours) for persons living with dementia. Visits by persons living with dementia were more likely to have a prolonged length of stay (risk difference 4.1%, 95% CI 3.9 to 4.4). CONCLUSION ED visits were more than 3 hours longer for persons living with versus without dementia. Initiatives focused on optimizing ED care for persons living with dementia are needed.
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Affiliation(s)
- Stephanie Nothelle
- Division of Geriatric Medicine and Gerontology, Department of Medicine, Department of Medicne, Johns Hopkins University School of Medicine, Baltimore, Maryland; Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland; Roger C. Lipitz Center for Integrated Health Care, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland.
| | - Eric Slade
- Johns Hopkins University School of Nursing, Baltimore, Maryland
| | - Junyi Zhou
- Biostatistics Epidemiology and Data Management Core, Johns Hopkins University, Baltimore, Maryland
| | - Phillip D Magidson
- Division of Geriatric Medicine and Gerontology, Department of Medicine, Department of Medicne, Johns Hopkins University School of Medicine, Baltimore, Maryland; Department of Emergency Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Tanya Chotrani
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Laura Prichett
- Biostatistics Epidemiology and Data Management Core, Johns Hopkins University, Baltimore, Maryland
| | - Halima Amjad
- Division of Geriatric Medicine and Gerontology, Department of Medicine, Department of Medicne, Johns Hopkins University School of Medicine, Baltimore, Maryland; Roger C. Lipitz Center for Integrated Health Care, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Sarah Szanton
- Johns Hopkins University School of Nursing, Baltimore, Maryland
| | - Cynthia M Boyd
- Division of Geriatric Medicine and Gerontology, Department of Medicine, Department of Medicne, Johns Hopkins University School of Medicine, Baltimore, Maryland; Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland; Roger C. Lipitz Center for Integrated Health Care, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Jennifer L Wolff
- Division of Geriatric Medicine and Gerontology, Department of Medicine, Department of Medicne, Johns Hopkins University School of Medicine, Baltimore, Maryland; Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland; Roger C. Lipitz Center for Integrated Health Care, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
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Meged-Book T, Frenkel R, Nikonov A, Zeldetz V, Kosto A, Schwarzfuchs D, Freud T, Press Y. Delirium screening in the emergency department: evaluation and intervention. Isr J Health Policy Res 2024; 13:16. [PMID: 38566243 PMCID: PMC10985973 DOI: 10.1186/s13584-024-00603-1] [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: 07/18/2023] [Accepted: 03/09/2024] [Indexed: 04/04/2024] Open
Abstract
BACKGROUND Between 8-17% of older adults, and up to 40% of those arriving from nursing homes, present with delirium upon admission to the Emergency Department (ED). However, this condition often remains undiagnosed by ED medical staff. We investigated the prevalence of delirium among patients aged 65 and older admitted to the ED and assessed the impact of a prospective study aimed at increasing awareness. METHODS The study was structured into four phases: a "pre-intervention period" (T0); an "awareness period" (T1), during which information about delirium and its diagnosis was disseminated to ED staff; a "screening period" (T2), in which dedicated evaluators screened ED patients aged 65 and older; and a "post-intervention period" (T3), following the departure of the evaluators. Delirium screening was conducted using the Brief Confusion Assessment Method (bCAM) questionnaire. RESULTS During the T0 and T1 periods, the rate of delirium diagnosed by ED staff was below 1%. The evaluators identified a delirium rate of 14.9% among the screened older adults during the T2 period, whereas the rate among those assessed by ED staff was between 1.6% and 1.9%. Following the evaluators' departure in the T3 period, the rate of delirium diagnosis decreased to 0.89%. CONCLUSIONS This study underscores that a significant majority of older adult delirium cases remain undetected by ED staff. Despite efforts to increase awareness, the rate of diagnosis did not significantly improve. While the presence of dedicated delirium evaluators slightly increased the diagnosis rate among patients assessed by ED staff, this rate reverted to pre-intervention levels after the evaluators left. These findings emphasize the necessity of implementing mandatory delirium screening during ED triage and throughout the patient's stay.
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Affiliation(s)
- Tehilah Meged-Book
- Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer- Sheva, Israel.
- Department of Internal Medicine, Soroka Medical Center, P.O.B. 151, Beer-Sheva, 84101, Israel.
| | - Reut Frenkel
- Department of Geriatrics, Soroka Medical Center, Beer-Sheva, Israel
| | - Anna Nikonov
- Department of Pharmacy, Soroka University Medical Center, Beer Sheva, Israel
| | - Vladimir Zeldetz
- Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer- Sheva, Israel
- Department of Emergency Medicine, Soroka University Medical Center, Beer-Sheva, Israel
| | - Amit Kosto
- Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer- Sheva, Israel
- Department of Internal Medicine, Soroka Medical Center, P.O.B. 151, Beer-Sheva, 84101, Israel
| | - Dan Schwarzfuchs
- Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer- Sheva, Israel
- Department of Emergency Medicine, Soroka University Medical Center, Beer-Sheva, Israel
| | - Tamar Freud
- Siaal Research Center for Family Medicine and Primary Care, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer- Sheva, Israel
| | - Yan Press
- Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer- Sheva, Israel
- Department of Geriatrics, Soroka Medical Center, Beer-Sheva, Israel
- Siaal Research Center for Family Medicine and Primary Care, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer- Sheva, Israel
- Unit for Community Geriatrics, Division of Health in the Community, Ben-Gurion University of the Negev, Beer-Sheva, Israel
- Center for Multidisciplinary Research in Aging, Ben-Gurion University of the Negev, Beer-Sheva, Israel
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Cummings J, Sano M, Auer S, Bergh S, Fischer CE, Gerritsen D, Grossberg G, Ismail Z, Lanctôt K, Lapid MI, Mintzer J, Palm R, Rosenberg PB, Splaine M, Zhong K, Zhu CW. Reduction and prevention of agitation in persons with neurocognitive disorders: an international psychogeriatric association consensus algorithm. Int Psychogeriatr 2024; 36:251-262. [PMID: 36876335 PMCID: PMC10480345 DOI: 10.1017/s104161022200103x] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/07/2023]
Abstract
OBJECTIVES To develop an agitation reduction and prevention algorithm is intended to guide implementation of the definition of agitation developed by the International Psychogeriatric Association (IPA). DESIGN Review of literature on treatment guidelines and recommended algorithms; algorithm development through reiterative integration of research information and expert opinion. SETTING IPA Agitation Workgroup. PARTICIPANTS IPA panel of international experts on agitation. INTERVENTION Integration of available information into a comprehensive algorithm. MEASUREMENTS None. RESULTS The IPA Agitation Work Group recommends the Investigate, Plan, and Act (IPA) approach to agitation reduction and prevention. A thorough investigation of the behavior is followed by planning and acting with an emphasis on shared decision-making; the success of the plan is evaluated and adjusted as needed. The process is repeated until agitation is reduced to an acceptable level and prevention of recurrence is optimized. Psychosocial interventions are part of every plan and are continued throughout the process. Pharmacologic interventions are organized into panels of choices for nocturnal/circadian agitation; mild-moderate agitation or agitation with prominent mood features; moderate-severe agitation; and severe agitation with threatened harm to the patient or others. Therapeutic alternatives are presented for each panel. The occurrence of agitation in a variety of venues-home, nursing home, emergency department, hospice-and adjustments to the therapeutic approach are presented. CONCLUSIONS The IPA definition of agitation is operationalized into an agitation management algorithm that emphasizes the integration of psychosocial and pharmacologic interventions, reiterative assessment of response to treatment, adjustment of therapeutic approaches to reflect the clinical situation, and shared decision-making.
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Affiliation(s)
- Jeffrey Cummings
- Joy Chambers-Grundy Professor of Brain Science, Director, Chambers-Grundy Center for Transformative Neuroscience, Co-Director, Pam Quirk Brain Health and Biomarker Laboratory, Department of Brain Health, School of Integrated Health Sciences. University of Nevada Las Vegas (UNLV)
| | - Mary Sano
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, NYC NY and James J. Peters VAMC, Bronx NY
| | - Stefanie Auer
- Centre for Dementia Studies, University for Continuing Education Krems, Austria
| | - Sverre Bergh
- The research centre for age-related functional decline and disease, Innlandet hospital trust, Ottestad, Norway
| | - Corinne E. Fischer
- Faculty of Medicine, Department of Psychiatry, University of Toronto, Canada
| | - Debby Gerritsen
- Department of Primary and Community Care, Radboud university medical center, Radboud Institute for Health Sciences, Radboud Alzheimer Center, Nijmegen, the Netherlands
| | - George Grossberg
- Department of Psychiatry & Behavioral Neuroscience, Division of Geriatric Psychiatry St Louis University School of Medicine
| | - Zahinoor Ismail
- Departments Psychiatry, Neurology, Epidemiology, and Pathology, Hotchkiss Brain Institute & O’Brien Institute for Public Health University of Calgary
| | - Krista Lanctôt
- Hurvitz Brain Sciences Research Program, Sunnybrook Research Institute; and Departments of Psychiatry and Pharmacology/Toxicology, Temerty Faculty of Medicine, University of Toronto, Toronto, Canada
| | - Maria I Lapid
- Mayo Clinic Department of Psychiatry and Psychology, Rochester, MN, USA
| | - Jacobo Mintzer
- Psychiatrist, Ralph. H. Johnson VA Medical Center, Charleston, SC and Professor, College of Health Professions, Medical University of South Carolina, Charleston, SC
| | - Rebecca Palm
- Department of Nursing Science, Faculty of Health, Witten/Herdecke University, 58455 Witten, Germany
| | - Paul B. Rosenberg
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine
| | - Michael Splaine
- Owner Splaine Consulting, Managing Partner, Recruitment Partners LLC
| | - Kate Zhong
- Department of Brain Health, School of Integrated Health Sciences, University of Nevada, Las Vegas
| | - Carolyn W. Zhu
- Department of Geriatrics and Palliative Medicine, Icahn School of Medicine, NYC, NY and James J. Peters VAMC, Bronx NY
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9
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McKnight MA, Sheber MK, Liebzeit DJ, Seaman AT, Husser EK, Buck HG, Reisinger HS, Lee S. Usability of the 4Ms Worksheet in the Emergency Department for Older Patients: A Qualitative Study. West J Emerg Med 2024; 25:230-236. [PMID: 38596924 PMCID: PMC11000547 DOI: 10.5811/westjem.18088] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2023] [Revised: 10/30/2023] [Accepted: 11/21/2023] [Indexed: 04/11/2024] Open
Abstract
Introduction Older adults often have multiple comorbidities; therefore, they are at high risk for adverse events after discharge. The 4Ms framework-what matters, medications, mentation, mobility-has been used in acute and ambulatory care settings to identify risk factors for adverse events in older adults, although it has not been used in the emergency department (ED). We aimed to determine whether 1) use of the 4Ms worksheet would help emergency clinicians understand older adult patients' goals of care and 2) use of the worksheet was feasible in the ED. Methods We conducted a qualitative, descriptive study among patients aged ≥60 years and emergency clinicians from January-June 2022. Patients were asked to fill out a 4Ms worksheet; following this, semi-structured interviews were conducted with patients and clinicians separately. We analysed data to create codes, which were divided into categories and sub-categories. Results A total of 20 older patients and 19 emergency clinicians were interviewed. We identified two categories based on our aims: understanding patient goals of care (sub-categories: clinician/ patient concordance; understanding underlying goals of care; underlying goals of care discrepancy) and use of 4Ms Worksheet (sub-categories: worksheet to discussion discrepancy; challenges using worksheet; challenge completing worksheet before discharge). Rates of concordance between patient and clinician on main concern/goal of care and underlying goals of care were 82.4% and 15.4%, respectively. Conclusion We found that most patients and emergency clinicians agreed on the main goal of care, although clinicians often failed to elicit patients' underlying goal(s) of care. Additionally, many patients preferred to have the interviewer fill out the worksheet for them. There was often discrepancy between what was written and what was discussed with the interviewer. More research is needed to determine the best way to integrate the 4Ms framework within emergency care.
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Affiliation(s)
- Mackenzie A. McKnight
- University of Iowa, Roy J. and Lucille A. Carver College of Medicine, Iowa City, Iowa
| | - Melissa K. Sheber
- University of Iowa, Roy J. and Lucille A. Carver College of Medicine, Iowa City, Iowa
| | | | - Aaron T. Seaman
- University of Iowa, Roy J. and Lucille A. Carver College of Medicine, Department of Internal Medicine, Iowa City, Iowa
| | - Erica K. Husser
- Penn State University, Ross and Carol Nese College of Nursing, University Park, Pennsylvania
| | | | - Heather S. Reisinger
- University of Iowa, Roy J. and Lucille A. Carver College of Medicine, Department of Internal Medicine, Iowa City, Iowa
| | - Sangil Lee
- University of Iowa, Roy J. and Lucille A. Carver College of Medicine, Department of Internal Medicine, Iowa City, Iowa
- Department of Epidemiology, University of Iowa College of Public Health, Department of Emergency Medicine, Iowa City, Iowa
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10
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Fischer MA, Corsetti M. Geriatric Psychiatric Emergencies. Emerg Med Clin North Am 2024; 42:135-149. [PMID: 37977746 DOI: 10.1016/j.emc.2023.06.016] [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] [Indexed: 11/19/2023]
Abstract
Geriatric patients, those 65 years of age and older, often experience psychiatric symptoms or changes in mentation as a manifestation of an organic illness. It is crucial to recognize and treat delirium in these patients as it is often under-recognized and associated with significant morbidity. Iatrogenic causes of altered mentation or delirium due to medication adverse reactions are common. Treatment of the underlying cause, creating an environment conducive to orientation, and minimizing agitation and discomfort are first-line interventions. Antipsychotics are first-line pharmacologic interventions if needed to preserve patient safety.
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Affiliation(s)
- Michelle A Fischer
- Penn State Health Milton S. Hershey Medical Center, 500 University Drive, Hershey, PA 17033, USA.
| | - Monica Corsetti
- Penn State Health Holy Spirit Medical Center, 503 N. 21st Street, Camp Hill, PA 17011, USA
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11
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Miyazawa Y, Katsuta N, Nara T, Nojiri S, Naito T, Hiki M, Ichikawa M, Takeshita Y, Kato T, Okumura M, Tobita M. Identification of risk factors for the onset of delirium associated with COVID-19 by mining nursing records. PLoS One 2024; 19:e0296760. [PMID: 38241284 PMCID: PMC10798448 DOI: 10.1371/journal.pone.0296760] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2023] [Accepted: 12/18/2023] [Indexed: 01/21/2024] Open
Abstract
COVID-19 has a range of complications, from no symptoms to severe pneumonia. It can also affect multiple organs including the nervous system. COVID-19 affects the brain, leading to neurological symptoms such as delirium. Delirium, a sudden change in consciousness, can increase the risk of death and prolong the hospital stay. However, research on delirium prediction in patients with COVID-19 is insufficient. This study aimed to identify new risk factors that could predict the onset of delirium in patients with COVID-19 using machine learning (ML) applied to nursing records. This retrospective cohort study used natural language processing and ML to develop a model for classifying the nursing records of patients with delirium. We extracted the features of each word from the model and grouped similar words. To evaluate the usefulness of word groups in predicting the occurrence of delirium in patients with COVID-19, we analyzed the temporal changes in the frequency of occurrence of these word groups before and after the onset of delirium. Moreover, the sensitivity, specificity, and odds ratios were calculated. We identified (1) elimination-related behaviors and conditions and (2) abnormal patient behavior and conditions as risk factors for delirium. Group 1 had the highest sensitivity (0.603), whereas group 2 had the highest specificity and odds ratio (0.938 and 6.903, respectively). These results suggest that these parameters may be useful in predicting delirium in these patients. The risk factors for COVID-19-associated delirium identified in this study were more specific but less sensitive than the ICDSC (Intensive Care Delirium Screening Checklist) and CAM-ICU (Confusion Assessment Method for the Intensive Care Unit). However, they are superior to the ICDSC and CAM-ICU because they can predict delirium without medical staff and at no cost.
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Affiliation(s)
- Yusuke Miyazawa
- Department of Healthcare Innovation, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Narimasa Katsuta
- Department of Psychiatry, Juntendo University Faculty of Medicine, Tokyo, Japan
| | - Tamaki Nara
- Department of Healthcare Innovation, Juntendo University Graduate School of Medicine, Tokyo, Japan
- Medical Technology Innovation Center, Juntendo University, Tokyo, Japan
- Clinical Research and Trial Center, Juntendo University, Tokyo, Japan
| | - Shuko Nojiri
- Department of Healthcare Innovation, Juntendo University Graduate School of Medicine, Tokyo, Japan
- Medical Technology Innovation Center, Juntendo University, Tokyo, Japan
- Clinical Research and Trial Center, Juntendo University, Tokyo, Japan
| | - Toshio Naito
- Department of General Medicine, Juntendo University Faculty of Medicine, Tokyo, Japan
| | - Makoto Hiki
- Department of Emergency and Disaster Medicine, Juntendo University Faculty of Medicine, Tokyo, Japan
- Department of Cardiovascular Biology and Medicine, Juntendo University Faculty of Medicine, Tokyo, Japan
| | - Masako Ichikawa
- Department of Emergency and Disaster Medicine, Juntendo University Faculty of Medicine, Tokyo, Japan
- Department of Respiratory Medicine, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Yoshihide Takeshita
- Department of Psychiatry, Juntendo University Faculty of Medicine, Tokyo, Japan
| | - Tadafumi Kato
- Department of Psychiatry, Juntendo University Faculty of Medicine, Tokyo, Japan
| | | | - Morikuni Tobita
- Department of Healthcare Innovation, Juntendo University Graduate School of Medicine, Tokyo, Japan
- Medical Technology Innovation Center, Juntendo University, Tokyo, Japan
- Clinical Research and Trial Center, Juntendo University, Tokyo, Japan
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12
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Proehl JA, Barnason S, Kaiser J, Bradford JY, Gilmore L, Horigan AE, MacPherson-Dias R, Slivinski A, Van Dusen K, Vanhoy MA, Bishop-Royse J, Delao AM. ENA Clinical Practice Guideline Synopsis: Screening Older Adults for Cognitive Impairment. J Emerg Nurs 2024; 50:17-21. [PMID: 38212096 DOI: 10.1016/j.jen.2023.09.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2023] [Accepted: 09/06/2023] [Indexed: 01/13/2024]
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13
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Nagata C, Hata M, Miyazaki Y, Masuda H, Wada T, Kimura T, Fujii M, Sakurai Y, Matsubara Y, Yoshida K, Miyagawa S, Ikeda M, Ueno T. Development of postoperative delirium prediction models in patients undergoing cardiovascular surgery using machine learning algorithms. Sci Rep 2023; 13:21090. [PMID: 38036664 PMCID: PMC10689441 DOI: 10.1038/s41598-023-48418-5] [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: 05/23/2023] [Accepted: 11/27/2023] [Indexed: 12/02/2023] Open
Abstract
Associations between delirium and postoperative adverse events in cardiovascular surgery have been reported and the preoperative identification of high-risk patients of delirium is needed to implement focused interventions. We aimed to develop and validate machine learning models to predict post-cardiovascular surgery delirium. Patients aged ≥ 40 years who underwent cardiovascular surgery at a single hospital were prospectively enrolled. Preoperative and intraoperative factors were assessed. Each patient was evaluated for postoperative delirium 7 days after surgery. We developed machine learning models using the Bernoulli naive Bayes, Support vector machine, Random forest, Extra-trees, and XGBoost algorithms. Stratified fivefold cross-validation was performed for each developed model. Of the 87 patients, 24 (27.6%) developed postoperative delirium. Age, use of psychotropic drugs, cognitive function (Mini-Cog < 4), index of activities of daily living (Barthel Index < 100), history of stroke or cerebral hemorrhage, and eGFR (estimated glomerular filtration rate) < 60 were selected to develop delirium prediction models. The Extra-trees model had the best area under the receiver operating characteristic curve (0.76 [standard deviation 0.11]; sensitivity: 0.63; specificity: 0.78). XGBoost showed the highest sensitivity (AUROC, 0.75 [0.07]; sensitivity: 0.67; specificity: 0.79). Machine learning algorithms could predict post-cardiovascular delirium using preoperative data.Trial registration: UMIN-CTR (ID; UMIN000049390).
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Affiliation(s)
- Chie Nagata
- Division of Health Sciences, Osaka University Graduate School of Medicine, 1-7 Yamadaoka, Suita, Osaka, 565-0871, Japan.
| | - Masahiro Hata
- Department of Psychiatry, Osaka University Graduate School of Medicine, Suita, Osaka, Japan
| | - Yuki Miyazaki
- Department of Psychiatry, Osaka University Graduate School of Medicine, Suita, Osaka, Japan
| | - Hirotada Masuda
- Department of Cardiovascular Surgery, Osaka University Graduate School of Medicine, Suita, Osaka, Japan
| | - Tamiki Wada
- Department of Psychiatry, Osaka University Graduate School of Medicine, Suita, Osaka, Japan
| | - Tasuku Kimura
- SANKEN (The Institution of Scientific and Industrial Research), Osaka University, Ibaraki, Osaka, Japan
| | - Makoto Fujii
- Division of Health Sciences, Osaka University Graduate School of Medicine, 1-7 Yamadaoka, Suita, Osaka, 565-0871, Japan
| | - Yasushi Sakurai
- SANKEN (The Institution of Scientific and Industrial Research), Osaka University, Ibaraki, Osaka, Japan
| | - Yasuko Matsubara
- SANKEN (The Institution of Scientific and Industrial Research), Osaka University, Ibaraki, Osaka, Japan
| | - Kiyoshi Yoshida
- Division of Health Sciences, Osaka University Graduate School of Medicine, 1-7 Yamadaoka, Suita, Osaka, 565-0871, Japan
| | - Shigeru Miyagawa
- Department of Cardiovascular Surgery, Osaka University Graduate School of Medicine, Suita, Osaka, Japan
| | - Manabu Ikeda
- Department of Psychiatry, Osaka University Graduate School of Medicine, Suita, Osaka, Japan
| | - Takayoshi Ueno
- Division of Health Sciences, Osaka University Graduate School of Medicine, 1-7 Yamadaoka, Suita, Osaka, 565-0871, Japan
- Department of Cardiovascular Surgery, Osaka University Graduate School of Medicine, Suita, Osaka, Japan
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14
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Mosharaf MP, Alam K, Gow J, Mahumud RA. Exploration of key drug target proteins highlighting their related regulatory molecules, functional pathways and drug candidates associated with delirium: evidence from meta-data analyses. BMC Geriatr 2023; 23:767. [PMID: 37993790 PMCID: PMC10666371 DOI: 10.1186/s12877-023-04457-1] [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: 07/19/2023] [Accepted: 11/04/2023] [Indexed: 11/24/2023] Open
Abstract
BACKGROUND Delirium is a prevalent neuropsychiatric medical phenomenon that causes serious emergency outcomes, including mortality and morbidity. It also increases the suffering and the economic burden for families and carers. Unfortunately, the pathophysiology of delirium is still unknown, which is a major obstacle to therapeutic development. The modern network-based system biology and multi-omics analysis approach has been widely used to recover the key drug target biomolecules and signaling pathways associated with disease pathophysiology. This study aimed to identify the major drug target hub-proteins associated with delirium, their regulatory molecules with functional pathways, and repurposable drug candidates for delirium treatment. METHODS We used a comprehensive proteomic seed dataset derived from a systematic literature review and the Comparative Toxicogenomics Database (CTD). An integrated multi-omics network-based bioinformatics approach was utilized in this study. The STRING database was used to construct the protein-protein interaction (PPI) network. The gene set enrichment and signaling pathways analysis, the regulatory transcription factors and microRNAs were conducted using delirium-associated genes. Finally, hub-proteins associated repurposable drugs were retrieved from CMap database. RESULTS We have distinguished 11 drug targeted hub-proteins (MAPK1, MAPK3, TP53, JUN, STAT3, SRC, RELA, AKT1, MAPK14, HSP90AA1 and DLG4), 5 transcription factors (FOXC1, GATA2, YY1, TFAP2A and SREBF1) and 6 microRNA (miR-375, miR-17-5, miR-17-5p, miR-106a-5p, miR-125b-5p, and miR-125a-5p) associated with delirium. The functional enrichment and pathway analysis revealed the cytokines, inflammation, postoperative pain, oxidative stress-associated pathways, developmental biology, shigellosis and cellular senescence which are closely connected with delirium development and the hallmarks of aging. The hub-proteins associated computationally identified repurposable drugs were retrieved from database. The predicted drug molecules including aspirin, irbesartan, ephedrine-(racemic), nedocromil, and guanidine were characterized as anti-inflammatory, stimulating the central nervous system, neuroprotective medication based on the existing literatures. The drug molecules may play an important role for therapeutic development against delirium if they are investigated more extensively through clinical trials and various wet lab experiments. CONCLUSION This study could possibly help future research on investigating the delirium-associated therapeutic target biomarker hub-proteins and repurposed drug compounds. These results will also aid understanding of the molecular mechanisms that underlie the pathophysiology of delirium onset and molecular function.
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Affiliation(s)
- Md Parvez Mosharaf
- School of Business, Faculty of Business, Education, Law and Arts, University of Southern Queensland, Toowoomba, QLD, 4350, Australia.
- Bioinformatics Lab, Department of Statistics, University of Rajshahi, Rajshahi, 6205, Bangladesh.
| | - Khorshed Alam
- School of Business, Faculty of Business, Education, Law and Arts, University of Southern Queensland, Toowoomba, QLD, 4350, Australia
| | - Jeff Gow
- School of Business, Faculty of Business, Education, Law and Arts, University of Southern Queensland, Toowoomba, QLD, 4350, Australia
- School of Accounting, Economics and Finance, University of KwaZulu-Natal, Durban, 4000, South Africa
| | - Rashidul Alam Mahumud
- NHMRC Clinical Trials Centre, Faculty of Medicine and Health, The University of Sydney, Camperdown, NSW, 2006, Australia
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15
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Hanna A, Jirsch J, Alain C, Corvinelli S, Lee JS. Electroencephalogram measured functional connectivity for delirium detection: a systematic review. Front Neurosci 2023; 17:1274837. [PMID: 38033553 PMCID: PMC10687158 DOI: 10.3389/fnins.2023.1274837] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Accepted: 11/02/2023] [Indexed: 12/02/2023] Open
Abstract
Objective Delirium is an acute alteration of consciousness marked by confusion, inattention, and changes in cognition. Some speculate that delirium may be a disorder of functional connectivity, but the requirement to lay still may limit measurement with existing functional imaging modalities in this population. Electroencephalography (EEG) may allow for a more feasible approach to the study of potential connectivity disturbances in delirium. We conducted a systematic review to investigate whether there are EEG-measurable differences in brain functional connectivity in the resting state associated with delirium. Methods Medline, PubMed, PsychInfo, Embase and CINAHL were searched for relevant articles containing original data studying EEG functional connectivity measures in delirium. Results The search yielded 1,516 records. Following strict inclusion criteria, four studies were included in the review. The studies used a variety of EEG measures including phase lag index, coherence, entropy, shortest path length, minimum spanning tree, and network clustering coefficients to study functional connectivity between scalp electrodes. Across connectivity measures, delirium was associated with decreased brain functional connectivity. All four studies found decreased alpha band connectivity for patients with delirium. None of the studies directly compared the different motor subtypes of delirium. Significance This systematic review provides converging evidence for disturbances in oscillatory-based functional connectivity in delirium.
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Affiliation(s)
- Angelica Hanna
- Department of Medicine, University of Toronto, Toronto, ON, Canada
- Schwartz/Reisman Emergency Medicine Institute, Sinai Health System, Toronto, ON, Canada
| | - Jeffrey Jirsch
- Department of Medicine, University of Toronto, Toronto, ON, Canada
- Division of Neurology, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Claude Alain
- Institute of Medical Science, University of Toronto, Toronto, ON, Canada
- Rotman Research Institute Baycrest, Toronto, ON, Canada
- Music and Health Research Collaboratory, Faculty of Music, University of Toronto, Toronto, ON, Canada
- Department of Psychology, University of Toronto, Toronto, ON, Canada
| | - Sara Corvinelli
- Schwartz/Reisman Emergency Medicine Institute, Sinai Health System, Toronto, ON, Canada
- Institute of Medical Science, University of Toronto, Toronto, ON, Canada
| | - Jacques S. Lee
- Department of Medicine, University of Toronto, Toronto, ON, Canada
- Schwartz/Reisman Emergency Medicine Institute, Sinai Health System, Toronto, ON, Canada
- Institute of Medical Science, University of Toronto, Toronto, ON, Canada
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16
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Abess AT, Deiner SG, Briggs A, Whitlock EL, Charette KE, Chow VW, Shaefi S, Martinez-Camblor P, O'Malley AJ, Boone MD. Association of neurocognitive disorders with morbidity and mortality in older adults undergoing major surgery in the USA: a retrospective, population-based, cohort study. THE LANCET. HEALTHY LONGEVITY 2023; 4:e608-e617. [PMID: 37924842 PMCID: PMC10654795 DOI: 10.1016/s2666-7568(23)00194-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Revised: 09/11/2023] [Accepted: 09/12/2023] [Indexed: 11/06/2023] Open
Abstract
BACKGROUND Neurocognitive disorders become increasingly common as patients age, and increasing numbers of surgical interventions are done on older patients. The aim of this study was to understand the clinical characteristics and outcomes of surgical patients with neurocognitive disorders in the USA in order to guide future targeted interventions for better care. METHODS This retrospective cohort study used claims data for US Medicare beneficiaries aged 65 years and older with a record of inpatient admission for a major diagnostic or therapeutic surgical procedure between Jan 1, 2017, and Dec 31, 2018. Data were retrieved through a data use agreement between Dartmouth Hitchcock Medical Center and US Centers for Medicare and Medicaid Services via the Research Data Assistance Center. The exposure of interest was the presence of a pre-existing neurocognitive disorder as defined by diagnostic code within 3 years of index hospital admission. The primary outcome was mortality at 30 days, 90 days, and 365 days from date of surgery among all patients with available data. FINDINGS Among 5 263 264 Medicare patients who underwent a major surgical procedure, 767 830 (14·59%) had a pre-existing neurocognitive disorder and 4 495 434 (85·41%) had no pre-existing neurocognitive disorder. Adjusting for demographic factors and comorbidities, patients with a neurocognitive disorder had higher 30-day (hazard ratio 1·24 [95% CI 1·23-1·25]; p<0·0001), 90-day (1·25 [1·24-1·26]; p<0·0001), and 365-day mortality (1·25 [1·25-1·26]; p<0·0001) compared with patients without a neurocognitive disorder. INTERPRETATION Our findings suggest that the presence of a neurocognitive disorder is independently associated with an increased risk of mortality. Identification of a neurocognitive disorder before surgery can help clinicians to better disclose risks and plan for patient care after hospital discharge. FUNDING Department of Anesthesiology and Perioperative Medicine at Dartmouth Hitchcock Medical Center.
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Affiliation(s)
- Alexander T Abess
- Department of Anesthesiology and Perioperative Medicine, Dartmouth Hitchcock Medical Center, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA.
| | - Stacie G Deiner
- Department of Anesthesiology and Perioperative Medicine, Dartmouth Hitchcock Medical Center, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
| | - Alexandra Briggs
- Department of Surgery, Dartmouth Hitchcock Medical Center, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
| | - Elizabeth L Whitlock
- Department of Anesthesia and Perioperative Care, University of California, San Francisco School of Medicine, San Francisco, CA, USA
| | - Kristin E Charette
- Department of Anesthesiology and Perioperative Medicine, Dartmouth Hitchcock Medical Center, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
| | - Vinca W Chow
- Department of Anesthesiology and Perioperative Medicine, Dartmouth Hitchcock Medical Center, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
| | - Shahzad Shaefi
- Department of Anesthesia, Critical Care and Pain Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Pablo Martinez-Camblor
- Department of Anesthesiology and Perioperative Medicine, Dartmouth Hitchcock Medical Center, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA; Department of Biomedical Data Science, The Dartmouth Institute for Health Policy and Clinical Practice, Dartmouth Hitchcock Medical Center, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
| | - Alistair James O'Malley
- Department of Biomedical Data Science, The Dartmouth Institute for Health Policy and Clinical Practice, Dartmouth Hitchcock Medical Center, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
| | - Myles Dustin Boone
- Department of Anesthesiology and Perioperative Medicine, Dartmouth Hitchcock Medical Center, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA; Department of Neurology, Dartmouth Hitchcock Medical Center, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
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17
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Lee S, Howard MA, Han JH. Delirium and Delirium Prevention in the Emergency Department. Clin Geriatr Med 2023; 39:535-551. [PMID: 37798064 DOI: 10.1016/j.cger.2023.05.006] [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] [Indexed: 10/07/2023]
Abstract
This article covers the epidemiology of delirium and the overlapping condition of altered mental status and encephalopathy that is relevant to those who practice in the emergency department.
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Affiliation(s)
- Sangil Lee
- Department of Emergency Medicine, University of Iowa Carver College of Medicine, 200 Hawkins Drive, Iowa City, IA 52242, USA.
| | - Matthew A Howard
- Department of Neurosurgery, University of Iowa, 200 Hawkins Drive, Iowa City, IA 52242, USA
| | - Jin H Han
- Department of Emergency Medicine, Vanderbilt University Medical Center, 312 Oxford House, Nashville, TN 37232-4700, USA; Geriatric Research, Education, and Clinical Center, Tennessee Valley Healthcare System, 1310 24th Avenue South, Nashville, TN 37212-2637, USA
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18
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Bonfichi A, Ceresa IF, Piccioni A, Zanza C, Longhitano Y, Boudi Z, Esposito C, Savioli G. A Lethal Combination of Delirium and Overcrowding in the Emergency Department. J Clin Med 2023; 12:6587. [PMID: 37892725 PMCID: PMC10607343 DOI: 10.3390/jcm12206587] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Revised: 09/25/2023] [Accepted: 09/28/2023] [Indexed: 10/29/2023] Open
Abstract
Delirium is a common public health concern that significantly impacts older patients admitted to the Emergency Department (ED). This condition is linked to adverse outcomes such as reduced long-term functionality, higher mortality rates, extended hospital stays, and increased medical costs. The identification of risk factors is crucial for the early recognition and management of delirium in ED patients. Aging, cognitive decline, polypharmacy, and sensory impairment are some of the most common general risk factors described in the literature. Although validated delirium assessment tools already exist, they are not practical for the fast-paced ED environment because of their extended evaluation period or specialized training request. Moreover, clear guidance is needed to select the most suitable tool for detecting delirium, balancing between the accuracy and the swiftness required in an overcrowded, high-stress, and understaffed healthcare setting. This narrative review aims to analyze the updated literature on delirium risk factors in older ED patients and focuses on the methods for better screening, managing, and treating this condition in the ED.
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Affiliation(s)
- Alessandra Bonfichi
- Department of Internal Medicine, IRCCS Fondazione Policlinico San Matteo, 27100 Pavia, Italy;
| | - Iride Francesca Ceresa
- Department of Emergency Medicine, Humanitas University-Research Hospital, 20089 Rozzano, Italy; (I.F.C.); (Y.L.)
| | - Andrea Piccioni
- Department of Emergency, Fondazione Policlinico Universitario A. Gemelli, IRCCS Fondazione Policlinico San Matteo, 00168 Roma, Italy;
| | - Christian Zanza
- Italian Society of Pre-Hospital Emergency Medicine (SIS-118), 74121 Taranto, Italy;
| | - Yaroslava Longhitano
- Department of Emergency Medicine, Humanitas University-Research Hospital, 20089 Rozzano, Italy; (I.F.C.); (Y.L.)
- Department of Anesthesiology and Perioperative Medicine, University of Pittsburgh Medical Center, Pittsburgh, PA 15260, USA
| | - Zoubir Boudi
- Department of Emergency Medicine, Dr Sulaiman Alhabib Hospital, Dubai 2542, United Arab Emirates;
| | - Ciro Esposito
- Nephrology and Dialysis Unit, ICS Maugeri, University of Pavia, 27100 Pavia, Italy;
| | - Gabriele Savioli
- Emergency Medicine and Surgery, IRCCS Fondazione Policlinico San Matteo, 27100 Pavia, Italy
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Sanguanwit P, Ninlamal S, Prachanukool T. Thirty-day mortality among patients with acute delirium in the emergency department. Heliyon 2023; 9:e20554. [PMID: 37800074 PMCID: PMC10550514 DOI: 10.1016/j.heliyon.2023.e20554] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Revised: 09/20/2023] [Accepted: 09/28/2023] [Indexed: 10/07/2023] Open
Abstract
Purpose The number of visits to the emergency department (ED) is growing among older patients. Older people are at risk of acute delirium, which is associated with mortality. Our primary objective was to determine the 30-day mortality outcome between older patients with and without acute delirium. Methods From August 2018 to October 2019, we conducted a prospective cohort study in the ED of a tertiary care and university hospital. Patients over the age of 65 years who presented to the ED were included in the study. Within the first 12 h after the ED visit, delirium was assessed by using the Thai version of the Confusion Assessment Method for the Intensive Care Unit (CAM-ICU). We collected data on 30-day mortality, ED LOS, hospital length of stay (LOS), and the 30-day ED revisit rate. Results We enrolled 173 patients in this study; 49 (28%) patients had acute delirium according to the CAM-ICU. The overall 30-day mortality was 4% (7/173). Delirium had no effect on 30-day mortality (adjusted odds ratio [OR], 2.15; 95% confidence interval [CI], 0.37-12.55; P = 0.40). Delirium was not associated with hospital LOS (adjusted mean difference -18.83 h; 95% CI, -71.94-34.28; P = 0.49) and the 30-day ED revisit rate (adjusted OR, 1.55; 95% CI, 0.59-4.11; P = 0.37). However, an increasing trend in ED LOS was observed (adjusted mean difference 16.39 h; 95% CI, -0.160-32.96; P = 0.05). Conclusions We found insufficient evidence to establish an association between delirium and 30-day mortality, hospital LOS, or 30-day emergency department revisits. Trial registration The trial was retrospectively registered in the Thai Clinical Trial Registry, identification number TCTR2021082700 on August 27, 2021.
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Affiliation(s)
- Pitsucha Sanguanwit
- Department of Emergency Medicine, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Suranan Ninlamal
- Department of Emergency Medicine, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Thidathit Prachanukool
- Department of Emergency Medicine, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
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20
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Mueller B, Street WN, Carnahan RM, Lee S. Evaluating the performance of machine learning methods for risk estimation of delirium in patients hospitalized from the emergency department. Acta Psychiatr Scand 2023; 147:493-505. [PMID: 36999191 PMCID: PMC10147581 DOI: 10.1111/acps.13551] [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: 07/02/2022] [Revised: 03/06/2023] [Accepted: 03/23/2023] [Indexed: 04/01/2023]
Abstract
INTRODUCTION Delirium is a cerebral dysfunction seen commonly in the acute care setting. It is associated with increased mortality and morbidity and is frequently missed in the emergency department (ED) and inpatient care by clinical gestalt alone. Identifying those at risk of delirium may help prioritize screening and interventions in the hospital setting. OBJECTIVE Our objective was to leverage electronic health records to identify a clinically valuable risk estimation model for prevalent delirium in patients being transferred from the ED to inpatient units. METHODS This was a retrospective cohort study to develop and validate a risk model to detect delirium using patient data available from prior visits and ED encounter. Electronic health records were extracted for patients hospitalized from the ED between January 1, 2014, and December 31, 2020. Eligible patients were aged 65 or older, admitted to an inpatient unit from the emergency department, and had at least one DOSS assessment or CAM-ICU recorded within 72 h of hospitalization. Six machine learning models were developed to estimate the risk of delirium using clinical variables including demographic features, physiological measurements, medications administered, lab results, and diagnoses. RESULTS A total of 28,531 patients met the inclusion criteria with 8057 (28.4%) having a positive delirium screening within the outcome observation period. Machine learning models were compared using the area under the receiver operating curve (AUC). The gradient boosted machine achieved the best performance with an AUC of 0.839 (95% CI, 0.837-0.841). At a 90% sensitivity threshold, this model achieved a specificity of 53.5% (95% CI 53.0%-54.0%) a positive predictive value of 43.5% (95% CI 43.2%-43.9%), and a negative predictive value of 93.1% (95% CI 93.1%-93.2%). A random forest model and L1-penalized logistic regression also demonstrated notable performance with AUCs of 0.837 (95% CI, 0.835-0.838) and 0.831 (95% CI, 0.830-0.833) respectively. CONCLUSION This study demonstrated the use of machine learning algorithms to identify a combination of variables that enables an estimation of risk of positive delirium screens early in hospitalization to develop prevention or management protocols.
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Affiliation(s)
- Brianna Mueller
- Tippie College of Business, The University of Iowa, Iowa City, Iowa, USA
| | - W Nick Street
- Tippie College of Business, The University of Iowa, Iowa City, Iowa, USA
| | - Ryan M Carnahan
- Department of Epidemiology, The University of Iowa College of Public Health, Iowa City, Iowa, USA
| | - Sangil Lee
- Department of Emergency Medicine, The University of Iowa, Iowa City, Iowa, USA
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21
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Chary AN, Brickhouse E, Torres B, Santangelo I, Carpenter CR, Liu SW, Godwin KM, Naik AD, Singh H, Kennedy M. Leveraging the Electronic Health Record to Implement Emergency Department Delirium Screening. Appl Clin Inform 2023; 14:478-486. [PMID: 37054983 PMCID: PMC10284630 DOI: 10.1055/a-2073-3736] [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: 02/05/2023] [Accepted: 04/06/2023] [Indexed: 04/15/2023] Open
Abstract
OBJECTIVE The aim of this study is to understand how emergency departments (EDs) use health information technology (HIT), and specifically the electronic health record (EHR), to support implementation of delirium screening. METHODS We conducted semi-structured interviews with 23 ED clinician-administrators, representing 20 EDs, about how they used HIT resources to implement delirium screening. Interviews focused on challenges participants experienced when implementing ED delirium screening and EHR-based strategies they used to overcome them. We coded interview transcripts using dimensions from the Singh and Sittig sociotechnical model, which addresses use of HIT in complex adaptive health care systems. Subsequently, we analyzed data for common themes across dimensions of the sociotechnical model. RESULTS Three themes emerged about how the EHR could be used to address challenges in implementation of delirium screening: (1) staff adherence to screening, (2) communication among ED team members about a positive screen, and (3) linking positive screening to delirium management. Participants described several HIT-based strategies including visual nudges, icons, hard stop alerts, order sets, and automated communications that facilitated implementation of delirium screening. An additional theme emerged about challenges related to the availability of HIT resources. CONCLUSION Our findings provide practical HIT-based strategies for health care institutions planning to adopt geriatric screenings. Building delirium screening tools and reminders to perform screening into the EHR may prompt adherence to screening. Automating related workflows, team communication, and management of patients who screen positive for delirium may help save staff members' time. Staff education, engagement, and access to HIT resources may support successful screening implementation.
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Affiliation(s)
- Anita N. Chary
- Department of Emergency Medicine, Baylor College of Medicine, Houston, Texas, United States
- Department of Medicine, Baylor College of Medicine, Houston, Texas, United States
- Center for Innovations in Quality, Effectiveness and Safety, Michael E. DeBakey VA Medical Center, Houston, Texas, United States
| | - Elise Brickhouse
- School of Medicine, Baylor College of Medicine, Houston, Texas, United States
| | - Beatrice Torres
- University of Texas School of Public Health, UT Health Science Center, Houston, Texas, United States
| | - Ilianna Santangelo
- Department of Emergency Medicine, Massachusetts General Hospital, Boston, Massachusetts, United States
| | - Christopher R. Carpenter
- Department of Emergency Medicine, Barnes Jewish Hospital, Washington University School of Medicine, Emergency Care Research Core, St. Louis, Missouri, United States
| | - Shan W. Liu
- Department of Emergency Medicine, Massachusetts General Hospital, Boston, Massachusetts, United States
- Harvard Medical School, Boston, Massachusetts, United States
| | - Kyler M. Godwin
- Department of Medicine, Baylor College of Medicine, Houston, Texas, United States
- Center for Innovations in Quality, Effectiveness and Safety, Michael E. DeBakey VA Medical Center, Houston, Texas, United States
| | - Aanand D. Naik
- Center for Innovations in Quality, Effectiveness and Safety, Michael E. DeBakey VA Medical Center, Houston, Texas, United States
- University of Texas School of Public Health, UT Health Science Center, Houston, Texas, United States
- University of Texas Health Consortium on Aging, Houston, Texas, United States
| | - Hardeep Singh
- Department of Medicine, Baylor College of Medicine, Houston, Texas, United States
- Center for Innovations in Quality, Effectiveness and Safety, Michael E. DeBakey VA Medical Center, Houston, Texas, United States
| | - Maura Kennedy
- Department of Emergency Medicine, Massachusetts General Hospital, Boston, Massachusetts, United States
- Harvard Medical School, Boston, Massachusetts, United States
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22
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Arneson ML, Oliveira J E Silva L, Stanich JA, Jeffery MM, Lindroth HL, Ginsburg AD, Bower SM, Mullan AF, Bellolio F. Association of delirium with increased short-term mortality among older emergency department patients: A cohort study. Am J Emerg Med 2023; 66:105-110. [PMID: 36738568 PMCID: PMC10038894 DOI: 10.1016/j.ajem.2023.01.040] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Revised: 01/18/2023] [Accepted: 01/23/2023] [Indexed: 01/27/2023] Open
Abstract
STUDY OBJECTIVE To evaluate the association between delirium and subsequent short-term mortality in geriatric patients presenting to the emergency department (ED). METHODS This was an observational cohort study of adults age ≥75 years who presented to an academic ED and were screened for delirium during their ED visit. The Delirium Triage Screen followed by the Brief Confusion Assessment Method were used to ascertain the presence of delirium. In-hospital, 7-day, and 30-day mortality were compared between patients with and without ED delirium. Odds ratios with 95% confidence intervals (CIs) were calculated through logistic regression after adjusting for confounders including age, sex, history of dementia, ED disposition, and acuity. RESULTS A total of 967 ED visits were included for analysis among which delirium was detected in 107 (11.1%). The median age of the cohort was 83 years (IQR 79, 88), 526 (54.4%) were female, 285 (29.5%) had documented dementia, and 171 (17.7%) had a high acuity Emergency Severity Index triage level 1 or 2. During the hospitalization, 5/107 (4.7%) of those with delirium and 4/860 (0.5%) of those without delirium died. Within 7 days of ED departure, 6/107 (5.6%) of those with delirium and 6/860 (0.7%) of those without delirium died (unadjusted OR 8.46, 95% CI 2.68-26.71). Within 30 days, 18/107 (16.8%) of those with delirium and 37/860 (4.3%) of those without delirium died (unadjusted OR 4.50, 95% CI 2.46-8.23). ED delirium remained associated with higher 7-day (adjusted OR 5.23, 95% CI 1.44-19.05, p = 0.008) and 30-day mortality (adjusted OR 2.82, 95% CI 1.45-5.46, p = 0.002). CONCLUSION Delirium is an important prognostic factor that ED clinicians and nurses must be aware of to optimize delirium prevention, management, disposition, and communication with patients and families.
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Affiliation(s)
| | - Lucas Oliveira J E Silva
- Department of Emergency Medicine, Mayo Clinic, Rochester, MN, USA; Department of Emergency Medicine, Hospital de Clínicas de Porto Alegre, Porto Alegre, Rio Grande do Sul, Brazil
| | - Jessica A Stanich
- Department of Emergency Medicine, Mayo Clinic, Rochester, MN, USA; Department of Medicine, Section of Geriatric Medicine, Mayo Clinic, Rochester, MN, USA
| | - Molly M Jeffery
- Department of Emergency Medicine, Mayo Clinic, Rochester, MN, USA; Division of Health Care Delivery Research, Mayo Clinic, Rochester, MN, USA
| | | | - Alexander D Ginsburg
- Department of Emergency Medicine, Mayo Clinic, Rochester, MN, USA; Department of Medicine, Section of Palliative Care, Mayo Clinic, Rochester, MN, USA
| | - Susan M Bower
- Department of Emergency Medicine, Mayo Clinic, Rochester, MN, USA; Department of Nursing, Mayo Clinic, Rochester, MN, USA
| | - Aidan F Mullan
- Department of Quantitative Health Sciences, Division of Biostatistics and Informatics, Mayo Clinic, Rochester, MN, USA
| | - Fernanda Bellolio
- Department of Emergency Medicine, Mayo Clinic, Rochester, MN, USA; Department of Medicine, Section of Geriatric Medicine, Mayo Clinic, Rochester, MN, USA; Division of Health Care Delivery Research, Mayo Clinic, Rochester, MN, USA.
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23
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Chang Y, Ragheb SM, Oravec N, Kent D, Nugent K, Cornick A, Hiebert B, Rudolph JL, MacLullich AMJ, Arora RC. Diagnostic accuracy of the "4 A's Test" delirium screening tool for the postoperative cardiac surgery ward. J Thorac Cardiovasc Surg 2023; 165:1151-1160.e8. [PMID: 34243932 DOI: 10.1016/j.jtcvs.2021.05.031] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/07/2020] [Revised: 05/12/2021] [Accepted: 05/12/2021] [Indexed: 10/21/2022]
Abstract
BACKGROUND Delirium is prevalent and underdetected among cardiac surgery patients on the postoperative ward. This study aimed to validate the 4 A's Test delirium screening tool and evaluate its accuracy both when used by research assistants and when subsequently implemented by nursing staff on the ward. METHODS This single-center, prospective observational study evaluated the performance of the 4 A's Test administered by research assistants (phase 1) and nursing staff (phase 2). Assessments were undertaken during the patients' first 3 postoperative days on the postcardiac surgery ward along with previous routine nurse-led Confusion Assessment Method assessments. These index tests were compared with a reference standard diagnosis of delirium based on Diagnostic and Statistical Manual of Mental Disorders 5th Edition criteria. Surveys regarding delirium screening were administered to nurses pre- and postimplementation of the 4 A's Test in phase 2 of the study. RESULTS In phase 1, a total of 137 patients were enrolled, of whom 24.8% experienced delirium on the postoperative cardiac ward. The 4 A's Test had a sensitivity of 85% (95% confidence interval, 73-93) and a specificity of 90% (95% confidence interval, 85-93) compared with the reference standard. The nurse-assessed Confusion Assessment Method had a sensitivity of 23% (95% confidence interval, 13-37) and specificity of 100% (95% confidence interval, 99-100). In phase 2, nurses (n = 51) screened 179 patients for delirium using the 4 A's Test. Compared with the reference rater, the 4 A's Test had a sensitivity of 58% (95% confidence interval, 28-85) and specificity of 94% (95% confidence interval, 85-98). Postimplementation, 64% of nurses thought that the 4 A's Test improved their confidence in delirium detection, and 76% of nurses would consider routine 4 A's Test use. CONCLUSIONS The 4 A's Test demonstrated moderate sensitivity and high specificity to detect delirium in a real-world setting after cardiac surgery on the postoperative ward. A modified model of use with less frequent administration, along with increased engagement of the postoperative team, is recommended to improve early delirium detection on the cardiac surgery postoperative ward.
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Affiliation(s)
- Yue Chang
- Section of Cardiac Surgery, Department of Surgery, Max Rady College of Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Sandra M Ragheb
- Section of Cardiac Surgery, Department of Surgery, Max Rady College of Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Nebojsa Oravec
- Section of Cardiac Surgery, Department of Surgery, Max Rady College of Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
| | - David Kent
- Department of Cardiac Sciences, St Boniface Hospital, Winnipeg, Manitoba, Canada
| | - Kristina Nugent
- Department of Cardiac Sciences, St Boniface Hospital, Winnipeg, Manitoba, Canada
| | - Alexandra Cornick
- Department of Cardiac Sciences, St Boniface Hospital, Winnipeg, Manitoba, Canada
| | - Brett Hiebert
- Department of Cardiac Sciences, St Boniface Hospital, Winnipeg, Manitoba, Canada
| | - James L Rudolph
- Center of Innovation in Long-Term Services and Supports, Providence VA Medical Center, Providence, and Brown University, Providence, RI
| | - Alasdair M J MacLullich
- Edinburgh Delirium Research Group, Geriatric Medicine, Usher Institute, University of Edinburgh, Edinburgh, Scotland
| | - Rakesh C Arora
- Section of Cardiac Surgery, Department of Surgery, Max Rady College of Medicine, University of Manitoba, Winnipeg, Manitoba, Canada; Department of Cardiac Sciences, St Boniface Hospital, Winnipeg, Manitoba, Canada.
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24
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Shrestha P, Fick DM. Recognition of Delirium Superimposed on Dementia: Is There an Ideal Tool? Geriatrics (Basel) 2023; 8:22. [PMID: 36826364 PMCID: PMC9957529 DOI: 10.3390/geriatrics8010022] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2022] [Revised: 01/24/2023] [Accepted: 01/29/2023] [Indexed: 02/05/2023] Open
Abstract
Delirium in persons with dementia (DSD) is a common occurrence. Over the past three decades, several tools have been developed and validated to diagnose delirium, yet there is still a shortage of tools recommended in persons with dementia and there is a lack of sufficient research on the accuracy of performance of such tools in this growing population. The purpose of this article is to (1) conduct a clinical review of the detection of DSD across settings of care by formal health care professionals and informal family members and care partners; (2) identify barriers and facilitators to detection and highlight delirium tools that have been tested in person with dementia; and (3) make recommendations for future research, practice, and policy. Given this review, an "ideal" tool for DSD would point to tools being brief, easy to integrate into the EMR, and accurate with at least 90% accuracy given the poor outcomes associated with delirium and DSD. Knowing the baseline and communication between family members and healthcare professionals should be a top priority for education, research, and health systems policy. More work is needed in better understanding DSD and optimizing and standardizing feature assessment, especially the acute change feature at the bedside for DSD.
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Affiliation(s)
- Priyanka Shrestha
- Community of Policy, Populations and Systems, The George Washington University School of Nursing, Washington, DC 20006, USA
| | - Donna M. Fick
- The Ross and Carol Nese College of Nursing, The Pennsylvania State University, University Park, PA 16802, USA
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25
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Jordano JO, Vasilevskis EE, Duggan MC, Welch SA, Schnelle JF, Simmons SF, Ely EW, Han JH. Effect of physical and occupational therapy on delirium duration in older emergency department patients who are hospitalized. J Am Coll Emerg Physicians Open 2023; 4:e12857. [PMID: 36776211 PMCID: PMC9902677 DOI: 10.1002/emp2.12857] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Revised: 09/22/2022] [Accepted: 11/03/2022] [Indexed: 02/10/2023] Open
Abstract
Objective Delirium in older emergency department (ED) adults is associated with poorer long-term physical function and cognition. We sought to evaluate if the time to and intensity of physical and/or occupational therapy (PT/OT) are associated with the duration of ED delirium into hospitalization (ED delirium duration). Methods This is a secondary analysis of a prospective cohort study conducted from March 2012 to November 2014 at an urban, academic, tertiary care hospital. Patients aged ≥65 years presenting to the ED and who received PT/OT during their hospitalization were included. Days from enrollment to the first PT/OT session and PT/OT duration relative to hospital length of stay (PT/OT intensity) were abstracted from the medical record. ED delirium duration was defined as the duration of delirium detected in the ED using the Brief Confusion Assessment Method. Data were analyzed using a proportional odds logistic regression adjusted for multiple variables. Adjusted odds ratios (ORs) were calculated with 95% confidence intervals (95%CI). Results The median log PT/OT intensity was 0.5% (interquartile range [IQR]: 0.3%, 0.9%) and was associated with shorter delirium duration (adjusted OR, 0.39; 95% CI, 0.21-0.73). The median time to the first PT/OT session was 2 days (IQR: 1, 3 days) and was not associated with delirium duration (adjusted OR, 1.02; 95% CI, 0.82-1.27). Conclusion In older hospitalized adults, higher PT/OT intensity may be a useful intervention to shorten delirium duration. Time to first PT/OT session was not associated with delirium duration but was initiated a full 2 days after the ED presentation.
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Affiliation(s)
| | - Eduard E. Vasilevskis
- Department of Medicine, Section of Hospital MedicineVanderbilt University Medical CenterNashvilleTennesseeUSA
- Geriatric Research, Education, and Clinical Center (GRECC)Tennessee Valley Healthcare SystemNashvilleTennesseeUSA
| | - Maria C. Duggan
- Geriatric Research, Education, and Clinical Center (GRECC)Tennessee Valley Healthcare SystemNashvilleTennesseeUSA
- Department of Medicine, Division of Geriatric MedicineVanderbilt University Medical CenterNashvilleTennesseeUSA
| | - Sarah A. Welch
- Geriatric Research, Education, and Clinical Center (GRECC)Tennessee Valley Healthcare SystemNashvilleTennesseeUSA
- Department of Physical Medicine and RehabilitationVanderbilt University Medical CenterNashvilleTennesseeUSA
| | - John F. Schnelle
- Geriatric Research, Education, and Clinical Center (GRECC)Tennessee Valley Healthcare SystemNashvilleTennesseeUSA
- Department of Medicine, Division of Geriatric MedicineVanderbilt University Medical CenterNashvilleTennesseeUSA
| | - Sandra F. Simmons
- Geriatric Research, Education, and Clinical Center (GRECC)Tennessee Valley Healthcare SystemNashvilleTennesseeUSA
- Department of Medicine, Division of Geriatric MedicineVanderbilt University Medical CenterNashvilleTennesseeUSA
| | - E. Wesley Ely
- Geriatric Research, Education, and Clinical Center (GRECC)Tennessee Valley Healthcare SystemNashvilleTennesseeUSA
- Critical Illness, Brain Dysfunction, and Survivorship (CIBS) CenterDivision of Allergy, Pulmonary, and Critical Care Medicine, Department of Medicine, Vanderbilt University Medical CenterNashvilleTennesseeUSA
| | - Jin H. Han
- Geriatric Research, Education, and Clinical Center (GRECC)Tennessee Valley Healthcare SystemNashvilleTennesseeUSA
- Department of Emergency MedicineVanderbilt University Medical CenterNashvilleTennesseeUSA
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26
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The Association between Delirium and In-Hospital Falls: A Cross-Sectional Analysis of a Delirium Screening Program. J Aging Res 2023; 2023:1562773. [PMID: 36755624 PMCID: PMC9902156 DOI: 10.1155/2023/1562773] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2022] [Revised: 11/09/2022] [Accepted: 01/10/2023] [Indexed: 02/01/2023] Open
Abstract
Methods A cross-sectional study using delirium screening and falls reports was used to measure the association between delirium and falls. All inpatient data from August, 2018, to January, 2020, at a large academic medical center were analyzed. A multivariable logistic regression of 29,655 hospital admissions was used to understand the association between in-hospital delirium and falls. Results Analysis revealed a delirium rate of 12.5% (n = 3,707) of all admissions and 286 (0.9%) admissions with falls; of the falls studied, 37.6% of these patients screened positive for delirium during their admission. Relative to those who screened negative for delirium, admissions that screened positive for delirium had a 2.81 increased odds of falling. Conclusions Delirium and falls are related. This strong association should motivate health systems to look closely at both problems. Falls and delirium can both have immense impacts on the patient and the health system. The powerful association between them provides a window to reduce these additional patient harms. More specifically, a modern delirium screening tool should be used as part of routine risk assessment focused on reducing in-hospital falls.
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27
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Wilson MP, Hamrick E, Stiebel V, Nordstrom K. Contemporary Practices for Medical Evaluation of the Psychiatric Patient in the Emergency Department. FOCUS (AMERICAN PSYCHIATRIC PUBLISHING) 2023; 21:28-34. [PMID: 37205042 PMCID: PMC10172537 DOI: 10.1176/appi.focus.20220063] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
Although emergency department (ED) visits for patients with mental illness are frequent, medical evaluation (i.e., "medical screening") of patients presenting with psychiatric complaints is inconsistent. This may largely be related to differing goals for medical screening, which often vary according to specialty. Although emergency physicians typically focus on stabilization of life-threatening diseases, psychiatrists tend to believe that care in the ED is more comprehensive, which often places the two fields at odds. The authors discuss the concept of medical screening, review the literature on this topic, and offer a clinically oriented update to the 2017 American Association for Emergency Psychiatry consensus guidelines on medical evaluation of the adult psychiatric patient in the ED.
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Affiliation(s)
- Michael P Wilson
- Department of Emergency Medicine and Department of Psychiatry, University of Arkansas for Medical Sciences, Little Rock (Wilson); Department of Psychiatry (Hamrick, Stiebel) and Department of Emergency Medicine (Stiebel), West Virginia University, Morgantown; Department of Psychiatry, University of Colorado Denver, Denver (Nordstrom)
| | - Edward Hamrick
- Department of Emergency Medicine and Department of Psychiatry, University of Arkansas for Medical Sciences, Little Rock (Wilson); Department of Psychiatry (Hamrick, Stiebel) and Department of Emergency Medicine (Stiebel), West Virginia University, Morgantown; Department of Psychiatry, University of Colorado Denver, Denver (Nordstrom)
| | - Victor Stiebel
- Department of Emergency Medicine and Department of Psychiatry, University of Arkansas for Medical Sciences, Little Rock (Wilson); Department of Psychiatry (Hamrick, Stiebel) and Department of Emergency Medicine (Stiebel), West Virginia University, Morgantown; Department of Psychiatry, University of Colorado Denver, Denver (Nordstrom)
| | - Kimberly Nordstrom
- Department of Emergency Medicine and Department of Psychiatry, University of Arkansas for Medical Sciences, Little Rock (Wilson); Department of Psychiatry (Hamrick, Stiebel) and Department of Emergency Medicine (Stiebel), West Virginia University, Morgantown; Department of Psychiatry, University of Colorado Denver, Denver (Nordstrom)
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28
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Schonnop R, Dainty KN, McLeod SL, Melady D, Lee JS. Understanding why delirium is often missed in older emergency department patients: a qualitative descriptive study. CAN J EMERG MED 2022; 24:820-831. [PMID: 36138324 DOI: 10.1007/s43678-022-00371-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Accepted: 07/29/2022] [Indexed: 11/26/2022]
Abstract
OBJECTIVES Unrecognized delirium is associated with significant adverse outcomes. Despite decades of effort and educational initiatives, validated screening tools have not improved delirium recognition in the emergency department (ED). There remains a fundamental knowledge gap of why it is consistently missed. The objective of this study was to explore the perceptions of ED physicians and nurses regarding factors contributing to missed delirium in older ED patients. METHODS We conducted a qualitative descriptive study at two academic tertiary care EDs in Toronto, Canada. Emergency physicians and nurses were interviewed by a trained qualitative researcher using a semi-structured interview guide. We coded transcripts with an iteratively developed codebook. Interviews were conducted until thematic saturation occurred. Thematic data analysis occurred in conjunction with data collection to continuously monitor emerging themes and areas for further exploration. RESULTS We interviewed 26 ED physicians and nurses. We identified key themes at four levels: clinical practice, provider attitudes, systematic processes, and education. The four themes include: (1) there are varied approaches to delirium recognition and infrequent use of screening tools; (2) delirium assessment is perceived as overly time consuming and of lower priority than other symptoms and syndromes; (3) it is unclear whose responsibility it is to recognize delirium; and (4) there is a need for a deeper or "functional" understanding of delirium that includes its consequences. CONCLUSIONS Our findings demonstrate a need for ED leadership to identify clear team roles for delirium recognition, standardize use of delirium screening tools, and prioritize delirium as a symptom of an acute medical emergency.
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Affiliation(s)
- Rebecca Schonnop
- Department of Emergency Medicine, Royal Alexandra Hospital, University of Alberta, Edmonton, AB, Canada.
- Schwartz/Reisman Emergency Medicine Institute, Sinai Health, ON, Toronto, Canada.
| | - Katie N Dainty
- North York General Hospital, Toronto, ON, Canada
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada
| | - Shelley L McLeod
- Schwartz/Reisman Emergency Medicine Institute, Sinai Health, ON, Toronto, Canada
- Department of Family and Community Medicine, University of Toronto, Toronto, ON, Canada
| | - Don Melady
- Schwartz/Reisman Emergency Medicine Institute, Sinai Health, ON, Toronto, Canada
- Department of Family and Community Medicine, University of Toronto, Toronto, ON, Canada
| | - Jacques S Lee
- Schwartz/Reisman Emergency Medicine Institute, Sinai Health, ON, Toronto, Canada
- Department of Medicine, Division of Emergency Medicine, University of Toronto, Toronto, ON, Canada
- Division of Emergency Services, Sunnybrook Research Institute, Toronto, ON, Canada
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Regasa T, Aweke Z, Neme D. Determinants of postoperative emergence delirium in patient undergoing general anesthesia in Dilla University referral hospital. A case-control study. Ann Med Surg (Lond) 2022; 84:104942. [PMID: 36536705 PMCID: PMC9758348 DOI: 10.1016/j.amsu.2022.104942] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2022] [Revised: 10/27/2022] [Accepted: 11/12/2022] [Indexed: 11/16/2022] Open
Abstract
Background Delirium is affecting of concentration, decreases the ability to forward-thinking, attention, sustainability, change, and decreases orientation to the environment. Delirium has a serious impact on the overall outcome of the patient. Post-operative emergence delirium (POED) increases hospital mortality by 5% and post-discharge hospitalization by 33%, compared to those without postoperative delirium. Postoperative delirium incidence has different summative risk factors and recognizing the multiple risks of delirium complications may help the clinician to design supportive measures to prevent delirium. Delirium can cause a series of outcomes and is increase the length of hospital stay, independent predictor for intensive care unit (ICU) admission and institutional morbidity and mortality, increase institutional care, for those patients and increase hospital expenses. Methodology Unmatched case-control study was employed from September 2019 to October 2020. This study was conducted on 264 patients above 18years. A structured questionnaire prepared in English was used for data collection. Data were analyzed by using the SPSS software. Bivariate and multiple logistic regression models were used to identify associated risk factors for incidence of POED and a P-Value of less than 0.05 was the risk factor for this medical condition. Result Out of 264 participants included in the study 56.4% were female. ASA I and II constitute 97.4%. Substance abuse, premediate with diazepam, & ketamine were high risk for POD with p-value of 0.000, 0.005, & 0.047 respectively. Conclusion We conclude that older age, current substance use, Coexisting disease, Benzodiazepine exposures, Ketamine, ASA physical status, and coexisting disease were determinant risk factors for postoperative delirium clients undergoing general anesthesia.
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Affiliation(s)
- Teshome Regasa
- Dilla University, College of Medicine and Health Science, Dilla, Ethiopia
| | - Zemedu Aweke
- Dilla University, College of Medicine and Health Science, Dilla, Ethiopia
| | - Derartu Neme
- Dilla University, College of Medicine and Health Science, Dilla, Ethiopia
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Gerlier C, Forster M, Fels A, Zins M, Chatellier G, Ganansia O. Head computed tomography for elderly patients with acute altered mental status in the emergency setting: value for decision-making and predictors of abnormal findings. Clin Exp Emerg Med 2022; 9:333-344. [PMID: 36447401 PMCID: PMC9834826 DOI: 10.15441/ceem.22.286] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2022] [Accepted: 06/03/2022] [Indexed: 12/03/2022] Open
Abstract
OBJECTIVE This study evaluated the impact of head computed tomography (CT) on clinical decision-making about older adults with acute altered mental status (AMS) in the emergency department in terms of CT's diagnostic yield, emergency department length of stay, and changes in medical strategy. It also attempted to find predictors of an acute imaging abnormality. METHODS This was a 1-year, retrospective, single-center observational study of patients aged ≥75 years who underwent noncontrast head CT because of an isolated episode of AMS. The acute positive CT findings were ischemic strokes, hemorrhages, tumors, demyelinating lesions, hydrocephalus, and intracranial infections. RESULTS A total of 594 CTs were performed, of which 38 (6.4%) were positive. The main etiology of AMS was sepsis (29.1%). Changes in medical strategy were more common in patients with a positive CT, and the major changes were ordering additional neuro exams (odds ratio [OR], 95.3; 95% confidence interval [CI], 38.4-233.8; P<0.001), adjusting treatments (OR, 12.2; 95% CI, 5.0-29.5; P<0.001), and referral to a neurologic unit (OR, 7.3; 95% CI, 3.0-17.5; P<0.01). Three factors were significantly associated with a positive outcome: Glasgow Coma Scale <13 (OR, 8.5; 95% CI, 2.3-28.9; P<0.001), head wound (OR, 3.1; 95% CI, 1.1-8.2; P=0.025), and dehydration (OR, 0.3; 95% CI, 0.1-0.4; P=0.021). For elderly patients with a Glasgow Coma Scale ≥13 and no head wound or clinical dehydration, the probability of a positive CT was 0.02 (95% CI, 0.01-0.04). Considering only those patients, the diagnostic yield fell to 1.7%. CONCLUSION In elderly patients, the causes of AMS are primarily extracerebral. Randomized clinical trials are needed to validate a clinical pathway for selecting patients who require emergent neuroimaging.
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Affiliation(s)
- Camille Gerlier
- Department of Emergency, Hospital Paris Saint-Joseph, Paris, France,Correspondence to: Camille Gerlier Department of Emergency, Hospital Paris Saint-Joseph, 185 Rue Raymond Losserand, Paris 75014, France E-mail:
| | - Mélanie Forster
- Department of Emergency, Hospital Paris Saint-Joseph, Paris, France
| | - Audrey Fels
- Department of Clinical Research, Hospital Paris Saint-Joseph, Paris, France
| | - Marc Zins
- Department of Radiology, Hospital Paris Saint-Joseph, Paris, France
| | - Gilles Chatellier
- Department of Clinical Research, Hospital Paris Saint-Joseph, Paris, France,Department of INSERM CIC 14-18, European Hospital Georges Pompidou, Paris, France
| | - Olivier Ganansia
- Department of Emergency, Hospital Paris Saint-Joseph, Paris, France
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31
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Long B, Keim SM, Betz M, Gottlieb M. Do All Adult Psychiatric Patients Need Routine Laboratory Evaluation and an Electrocardiogram? J Emerg Med 2022; 63:711-721. [PMID: 36274002 DOI: 10.1016/j.jemermed.2022.09.038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Accepted: 09/05/2022] [Indexed: 11/06/2022]
Abstract
BACKGROUND Acute psychiatric presentations account for a significant number of emergency department (ED) visits. These patients require assessment by the emergency physician and often need further evaluation by a psychiatrist, who may request routine laboratory evaluation and an electrocardiogram (ECG). CLINICAL QUESTION Do all adult psychiatric patients need routine laboratory evaluation and an ECG? EVIDENCE REVIEW Studies retrieved included 2 prospective, observational studies and 7 retrospective studies. These studies evaluate the utility of laboratory analysis in all patients presenting a psychiatric complaint and its impact on patient management and disposition. CONCLUSION Based upon the available literature, routine laboratory analysis and ECG for all patients presenting with a psychiatric complaint are not recommended. Clinicians should consider the individual patient, clinical situation, and comorbidities when deciding to obtain further studies such as laboratory analysis. © 2022 Elsevier Inc.
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Affiliation(s)
- Brit Long
- Department of Emergency Medicine, Brooke Army Medical Center, Fort Sam Houston, Texas
| | - Samuel M Keim
- Department of Emergency Medicine, University of Arizona College of Medicine, Tucson, Arizona
| | - Marian Betz
- Department of Emergency Medicine, University of Colorado School of Medicine, Aurora, Colorado
| | - Michael Gottlieb
- Department of Emergency Medicine, Rush University Medical Center, Chicago, Illinois
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32
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Chen L, Li N, Zheng Y, Gao L, Ge N, Xie D, Yue J. A novel semiautomatic Chinese keywords instrument screening delirium based on electronic medical records. BMC Geriatr 2022; 22:779. [PMID: 36192690 PMCID: PMC9531378 DOI: 10.1186/s12877-022-03474-w] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2022] [Accepted: 09/20/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Delirium is frequently unrecognized due to the absence of regular screening. In addition to validated bedside tools, the computer-assisted instrument based on clinical notes from electronic medical records may be useful. AIMS To assess the psychometric properties of a Chinese-chart-based keyword instrument for semiautomatically screening delirium using Natural language processing (NLP) based on clinical notes from electronic medical records. METHODS The patients were admitted to West China Hospital from January 2015 to December 2017. Grouping patients based on the medical notes, those with accessible physician documents but no nurse documents were classified as the physician & no-nurse (PNN) group, while those with accessible physician and nurse documents were classified as the physician & nurse (PN) group. The psychometric properties, test-retest reliability, internal consistency reliability (Cronbach's α), and criterion validity were calculated. Using receiver operating characteristic (ROC) analysis, the criterion validity of delirium was evaluated in comparison to the results of the Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition. RESULTS A total of 779 patients were enrolled in the study. Their ages ranged from 65 to 103 years (82.5 ± 6.5), with men accounting for 71.9% of the total. A total of 312 patients had access to only physician documents in the physician & no-nurse (PNN) group, whereas 467 patients had access to both physician and nurse documents in the physician & nurse (PN) group. All 779 patients had a Cronbach's alpha of 0.728 in terms of reliability, with 100% test-retest reliability. The area under the ROC curve (AUC) values of the delirium screening instrument for criterion validity were 0.76 (all patients, n = 779), 0.72 (PNN, n = 312), and 0.79 (PN, n = 467), respectively. CONCLUSION A delirium screening instrument composed of Chinese keywords that can be easily and quickly obtained from electronic medical records was developed, which improved delirium detection in older people. TRIAL REGISTRATION Not applicable.
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Affiliation(s)
- Ling Chen
- Department of Geriatrics and National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China.,Department of Geriatrics, The Sixth People's Hospital of Chengdu, Chengdu, Sichuan, 610051, People's Republic of China
| | - Nan Li
- Department of Geriatrics and National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China
| | - Yuxia Zheng
- Department of Geriatrics and National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China.,West China School of Nursing, Sichuan University, Chengdu, China
| | - Langli Gao
- Department of Geriatrics and National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China.,West China School of Nursing, Sichuan University, Chengdu, China
| | - Ning Ge
- Department of Geriatrics and National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China
| | - Dongmei Xie
- Department of Geriatrics and National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China. .,West China School of Nursing, Sichuan University, Chengdu, China.
| | - Jirong Yue
- Department of Geriatrics and National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China
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Elsayem AF, Warneke CL, Reyes-Gibby CC, Buffardi LJ, Sadaf H, Chaftari PS, Brock PA, Page VD, Viets-Upchurch J, Lipe D, Alagappan K. "Triple Threat" Conditions Predict Mortality Among Patients With Advanced Cancer Who Present to the Emergency Department. J Emerg Med 2022; 63:355-362. [DOI: 10.1016/j.jemermed.2022.05.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2021] [Revised: 04/19/2022] [Accepted: 05/09/2022] [Indexed: 11/12/2022]
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34
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Gettel CJ, Falvey JR, Gifford A, Hoang L, Christensen LA, Hwang U, Shah MN. Emergency Department Care Transitions for Patients With Cognitive Impairment: A Scoping Review. J Am Med Dir Assoc 2022; 23:1313.e1-1313.e13. [PMID: 35247358 PMCID: PMC9378565 DOI: 10.1016/j.jamda.2022.01.076] [Citation(s) in RCA: 21] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2021] [Revised: 01/26/2022] [Accepted: 01/26/2022] [Indexed: 01/25/2023]
Abstract
OBJECTIVES We aimed to describe emergency department (ED) care transition interventions delivered to older adults with cognitive impairment, identify relevant patient-centered outcomes, and determine priority research areas for future investigation. DESIGN Systematic scoping review. SETTING AND PARTICIPANTS ED patients with cognitive impairment and/or their care partners. METHODS Informed by the clinical questions, we conducted systematic electronic searches of medical research databases for relevant publications following published guidelines. The results were presented to a stakeholder group representing ED-based and non-ED-based clinicians, individuals living with cognitive impairment, care partners, and advocacy organizations. After discussion, they voted on potential research areas to prioritize for future investigations. RESULTS From 3848 publications identified, 78 eligible studies underwent full text review, and 10 articles were abstracted. Common ED-to-community care transition interventions for older adults with cognitive impairment included interdisciplinary geriatric assessments, home visits from medical personnel, and telephone follow-ups. Intervention effects were mixed, with improvements observed in 30-day ED revisit rates but most largely ineffective at promoting connections to outpatient care or improving secondary outcomes such as physical function. Outcomes identified as important to adults with cognitive impairment and their care partners included care coordination between providers and inclusion of care partners in care management within the ED setting. The highest priority research area for future investigation identified by stakeholders was identifying strategies to tailor ED-to-community care transitions for adults living with cognitive impairment complicated by other vulnerabilities such as social isolation or economic disadvantage. CONCLUSIONS AND IMPLICATIONS This scoping review identified key gaps in ED-to-community care transition interventions delivered to older adults with cognitive impairment. Combined with a stakeholder assessment and prioritization, it identified relevant patient-centered outcomes and clarifies priority areas for future investigation to improve ED care for individuals with impaired cognition, an area of critical need given the current population trends.
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Affiliation(s)
- Cameron J Gettel
- Department of Emergency Medicine, Yale School of Medicine, Yale University, New Haven, CT, USA.
| | - Jason R Falvey
- Department of Physical Therapy and Rehabilitation Science, University of Maryland School of Medicine, Baltimore, MD, USA; Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Angela Gifford
- BerbeeWalsh Department of Emergency Medicine, University of Wisconsin-Madison, Madison, WI, USA
| | - Ly Hoang
- BerbeeWalsh Department of Emergency Medicine, University of Wisconsin-Madison, Madison, WI, USA
| | | | - Ula Hwang
- Department of Emergency Medicine, Yale School of Medicine, Yale University, New Haven, CT, USA
| | - Manish N Shah
- BerbeeWalsh Department of Emergency Medicine, University of Wisconsin-Madison, Madison, WI, USA; Department of Medicine (Geriatrics and Gerontology), University of Wisconsin-Madison, Madison, WI, USA; Department of Population Health Sciences, University of Wisconsin-Madison, Madison, WI, USA; Center for Health Disparities Research, University of Wisconsin-Madison, Madison, WI, USA; Wisconsin Alzheimer's Disease Research Center, University of Wisconsin-Madison, Madison, WI, USA
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35
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Chen F, Liu L, Wang Y, Liu Y, Fan L, Chi J. Delirium prevalence in geriatric emergency department patients: A systematic review and meta-analysis. Am J Emerg Med 2022; 59:121-128. [DOI: 10.1016/j.ajem.2022.05.058] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2021] [Revised: 04/13/2022] [Accepted: 05/29/2022] [Indexed: 10/17/2022] Open
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Beretta M, Uggeri S, Santucci C, Cattaneo M, Ermolli D, Gerosa C, Ornaghi M, Roccasalva A, Santambrogio P, Varrassi G, Corli O. Early Diagnosis of Delirium in Palliative Care Patients Decreases Mortality and Necessity of Palliative Sedation: Results of a Prospective Observational Study. Cureus 2022; 14:e25706. [PMID: 35812586 PMCID: PMC9260701 DOI: 10.7759/cureus.25706] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2022] [Accepted: 06/05/2022] [Indexed: 11/30/2022] Open
Abstract
Introduction: Delirium in end-of-life patients is reported to be between 13% and 42% and up to 80% in the terminal phase. It is a serious clinical situation, often a cause of death due to the frequent ineffectiveness of treatments. This study aimed to assess whether and how much precocity of diagnosis, hitherto little considered, could affect the outcomes and prognosis of delirium in palliative care settings. Methods: Patients consecutively admitted to a palliative care unit (PCU) between October 2018 and December 2019, cared for both in hospice and home programs, were analyzed. All patients were subjected to a careful procedure aimed at recognizing the onset of delirium. The first step was the detection of prodromal "sentinel" symptoms related to incoming delirium. PCU staff and family members/caregivers were trained to observe the patients and immediately identify the appearance of even one symptom. The final diagnosis was performed with the 4AT (4 A’s test). Patients were then included in the categories of "early" or "slow" diagnosis (cut-off: four hours) depending on the time between sentinel symptom observation and the final diagnosis of delirium. Results: Among 503 admitted patients, 95 developed delirium. Confusion was the most frequent sentinel symptom (49.5%). The early diagnosis was more frequent in hospice than in home care (p-value<0.0001). Delirium was positively resolved in 43 patients, of which 25 with an early diagnosis (p-value=0.038). Time to resolution was shorter in the case of early diagnosis (7.1 vs. 13.7 hours in hospice patients; p-value=0.018). Palliative sedation was performed on 25 patients, but only 8 of them had an early diagnosis. Conclusion: Time of diagnosis was important in determining the clinical outcomes of patients in charge of PCU who experienced delirium. The early diagnosis reduced both mortality and the necessity of palliative sedation.
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Soler-Sanchis A, Martínez-Arnau FM, Sánchez-Frutos J, Pérez-Ros P. Identification through the Manchester Triage System of the older population at risk of delirium: A case-control study. J Clin Nurs 2022; 32:2642-2651. [PMID: 35560853 DOI: 10.1111/jocn.16349] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2022] [Revised: 04/04/2022] [Accepted: 04/13/2022] [Indexed: 11/26/2022]
Abstract
OBJECTIVE To identify the flow charts and discriminators of the Manchester Triage System that are most likely to identify the onset of delirium in older people. BACKGROUND Delirium is an underdiagnosed geriatric syndrome, and up to 80% of all cases of delirium go undetected in emergency departments. Patient triage seeks to manage clinical risk with a view to safely and appropriately managing patient flows. DESIGN A case-control study was performed according to the STROBE checklist. SETTING The emergency department of a secondary hospital. PARTICIPANTS Older adults aged ≥65 years and admitted from 1 January to 31 December 2020. METHODS Older patients were identified from the emergency department research database. Cases were defined as patients diagnosed with delirium (n = 128), excluding cases of delirium due to alcohol or substance abuse. Controls were randomised from the remaining patients (n = 128). RESULTS A total of 29.35% of the subjects admitted to the emergency department were older adults with an incidence of delirium of 0.7%. The flow charts with the highest probability of delirium were 'unwell adult' [OR = 3.04 (95%CI:1.82-5.1)] and 'behaving strangely' [OR = 16.06 (95%CI:3.72-69.29)], and the discriminators were 'rapid onset' [OR = 3.3 (95%CI:1.85-5.88)] and 'new neurological deficit less than 24 h old' [OR = 4.76 (95%%CI:1.01-22.5). The area under the curve for 'unwell adult' in the presence of dementia, previous stroke and fall in the previous 30 days was 0.73 (95%CI: 0.67-0.79), and that for 'behaving strangely' in the presence of diabetes was 0.75 (95%CI: 0.69-0.81). CONCLUSIONS Knowing which flow charts, discriminators and risk factors are most likely to predict delirium allows the identification of the older population at risk for triage screening in emergency departments. RELEVANCE TO CLINICAL PRACTICE Risk factors such as diabetes, dementia, previous stroke and recent fall among 'unwell adult' or 'behaving strangely' triaged older persons should be assessed for the probable presence of delirium.
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Affiliation(s)
- Angela Soler-Sanchis
- Department of Nursing, Faculty of Nursing and Podiatry, Universitat de València, Valencia, Spain.,Departament de Gandia, Hospital Francesc de Borja, Conselleria de Sanitat Universal i Salut Pública, av. de la Medicina, Valencia, Spain
| | - Francisco Miguel Martínez-Arnau
- Department of Physiotherapy, Universitat de València, Valencia, Spain.,Frailty and Cognitive Impairment Research Group (FROG), Universitat de València, Valencia, Spain
| | | | - Pilar Pérez-Ros
- Department of Nursing, Faculty of Nursing and Podiatry, Universitat de València, Valencia, Spain.,Frailty and Cognitive Impairment Research Group (FROG), Universitat de València, Valencia, Spain
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Pergolizzi JV, Raffa RB, Varrassi G, Magnusson P, LeQuang JA, Paladini A, Taylor R, Wollmuth C, Breve F, Chopra M, Nalamasu R, Christo PJ. Potential neurological manifestations of COVID-19: a narrative review. Postgrad Med 2022; 134:395-405. [PMID: 33089707 PMCID: PMC7799377 DOI: 10.1080/00325481.2020.1837503] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2020] [Accepted: 10/13/2020] [Indexed: 01/08/2023]
Abstract
Neurological manifestations are increasingly reported in a subset of COVID-19 patients. Previous infections related to coronaviruses, namely Severe Acute Respiratory Syndrome (SARS) and Middle Eastern Respiratory Syndrome (MERS) also appeared to have neurological effects on some patients. The viruses associated with COVID-19 like that of SARS enters the body via the ACE-2 receptors in the central nervous system, which causes the body to balance an immune response against potential damage to nonrenewable cells. A few rare cases of neurological sequelae of SARS and MERS have been reported. A growing body of evidence is accumulating that COVID-19, particularly in severe cases, may have neurological consequences although respiratory symptoms nearly always develop prior to neurological ones. Patients with preexisting neurological conditions may be at elevated risk for COVID-19-associated neurological symptoms. Neurological reports in COVID-19 patients have described encephalopathy, Guillain-Barré syndrome, myopathy, neuromuscular disorders, encephalitis, cephalgia, delirium, critical illness polyneuropathy, and others. Treating neurological symptoms can pose clinical challenges as drugs that suppress immune response may be contraindicated in COVID-19 patients. It is possible that in some COVID-19 patients, neurological symptoms are being overlooked or misinterpreted. To date, neurological manifestations of COVID-19 have been described largely within the disease trajectory and the long-term effects of such manifestations remain unknown.
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Affiliation(s)
| | - Robert B. Raffa
- Temple University School of Pharmacy, Temple University, Philadelphia, PA, USA
- University of Arizona College of Pharmacy, Tucson, AZ, USA
| | | | - Peter Magnusson
- Centre for Research and Development, Region Gävleborg/Uppsala University, Gävle, Sweden
- Department of Medicine, Cardiology Research Unit, Karolinska Institutet, Stockholm, Sweden
| | | | | | | | | | - Frank Breve
- NEMA Research, Inc., Naples, FL, USA
- Department of Pharmacy Practice, Temple University School of Pharmacy, Philadelphia, PA, USA
| | | | - Rohit Nalamasu
- Department of Physical Medicine and Rehabilitation, University of Nebraska Medical Center, Omaha, NE, USA
| | - Paul J. Christo
- Division of Pain Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
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Delirium as a Presenting Symptom of COVID-19. Cogn Behav Neurol 2022; 35:123-129. [PMID: 35486533 PMCID: PMC9148631 DOI: 10.1097/wnn.0000000000000305] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2021] [Accepted: 12/02/2021] [Indexed: 11/26/2022]
Abstract
Delirium is a common neurologic manifestation of coronavirus disease 2019 (COVID–19) in older adults who present to the emergency department (ED).
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40
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Oliveira J. e Silva L, Stanich JA, Jeffery MM, Mullan AF, Bower SM, Campbell RL, Rabinstein AA, Pignolo RJ, Bellolio F. REcognizing DElirium in geriatric Emergency Medicine: The REDEEM risk stratification score. Acad Emerg Med 2022; 29:476-485. [PMID: 34870884 DOI: 10.1111/acem.14423] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2021] [Revised: 11/08/2021] [Accepted: 11/24/2021] [Indexed: 11/29/2022]
Abstract
OBJECTIVE The objective was to derive a risk score that uses variables available early during the emergency department (ED) encounter to identify high-risk geriatric patients who may benefit from delirium screening. METHODS This was an observational study of older adults age ≥ 75 years who presented to an academic ED and who were screened for delirium during their ED visit. Variable selection from candidate predictors was performed through a LASSO-penalized logistic regression. A risk score was derived from the final prediction model, and predictive accuracy characteristics were calculated with 95% confidence intervals (CIs). RESULTS From the 967 eligible ED visits, delirium was detected in 107 (11.1%). The area under the curve for the REcognizing DElirium in Emergency Medicine (REDEEM) score was 0.901 (95% CI = 0.864-0.938). The REEDEM risk score included 10 different variables (seven based on triage information and three obtained during early history taking) with a score ranging from -3 to 66. Using an optimal cutoff of ≥11, we found a sensitivity of 84.1% (90 of 107 ED delirium patients, 95% CI = 75.5%-90.2%) and a specificity of 86.6% (745 of 860 non-ED delirium patients, 95% CI = 84.1%-88.8%). A lower cutoff of ≥5 was found to minimize false negatives with an improved sensitivity at 91.6% (98 of 107 ED delirium patients, 95% CI = 84.2%-95.8%). CONCLUSION A risk stratification score was derived with the potential to augment delirium recognition in geriatric ED patients. This has the potential to assist on delirium-targeted screening of high-risk patients in the ED. Validation of REDEEM, however, is needed prior to implementation.
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Affiliation(s)
| | | | - Molly M. Jeffery
- Department of Emergency Medicine Mayo Clinic Rochester Minnesota USA
- Division of Health Care Delivery Research Mayo Clinic Rochester Minnesota USA
| | - Aidan F. Mullan
- Department of Quantitative Health Sciences Mayo Clinic Rochester Minnesota USA
| | - Susan M. Bower
- Department of Emergency Medicine Mayo Clinic Rochester Minnesota USA
- Department of Nursing Mayo Clinic Rochester Minnesota USA
| | - Ronna L. Campbell
- Department of Emergency Medicine Mayo Clinic Rochester Minnesota USA
| | | | - Robert J. Pignolo
- Department of Hospital Internal Medicine Division of Geriatric Medicine and Gerontology Mayo Clinic Rochester Minnesota USA
| | - Fernanda Bellolio
- Department of Emergency Medicine Mayo Clinic Rochester Minnesota USA
- Division of Health Care Delivery Research Mayo Clinic Rochester Minnesota USA
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Yadgir SR, Engstrom C, Jacobsohn GC, Green RK, Jones CMC, Cushman JT, Caprio TV, Kind AJH, Lohmeier M, Shah MN, Patterson BW. Machine learning-assisted screening for cognitive impairment in the emergency department. J Am Geriatr Soc 2022; 70:831-837. [PMID: 34643944 PMCID: PMC8904269 DOI: 10.1111/jgs.17491] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2021] [Revised: 09/08/2021] [Accepted: 09/11/2021] [Indexed: 12/14/2022]
Abstract
BACKGROUND/OBJECTIVES Despite a high prevalence and association with poor outcomes, screening to identify cognitive impairment (CI) in the emergency department (ED) is uncommon. Identification of high-risk subsets of older adults is a critical challenge to expanding screening programs. We developed and evaluated an automated screening tool to identify a subset of patients at high risk for CI. METHODS In this secondary analysis of existing data collected for a randomized control trial, we developed machine-learning models to identify patients at higher risk of CI using only variables available in electronic health record (EHR). We used records from 1736 community-dwelling adults age > 59 being discharged from three EDs. Potential CI was determined based on the Blessed Orientation Memory Concentration (BOMC) test, administered in the ED. A nested cross-validation framework was used to evaluate machine-learning algorithms, comparing area under the receiver-operator curve (AUC) as the primary metric of performance. RESULTS Based on BOMC scores, 121 of 1736 (7%) participants screened positive for potential CI at the time of their ED visit. The best performing algorithm, an XGBoost model, predicted BOMC positivity with an AUC of 0.72. With a classification threshold of 0.4, this model had a sensitivity of 0.73, a specificity of 0.64, a negative predictive value of 0.97, and a positive predictive value of 0.13. In a hypothetical ED with 200 older adult visits per week, the use of this model would lead to a decrease in the in-person screening burden from 200 to 77 individuals in order to detect 10 of 14 patients who would fail a BOMC. CONCLUSION This study demonstrates that an algorithm based on EHR data can define a subset of patients at higher risk for CI. Incorporating such an algorithm into a screening workflow could allow screening efforts and resources to be focused where they have the most impact.
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Affiliation(s)
- Simon R Yadgir
- BerbeeWalsh Department of Emergency Medicine, University of Wisconsin-Madison School of Medicine and Public Health, Madison, Wisconsin, USA
| | - Collin Engstrom
- BerbeeWalsh Department of Emergency Medicine, University of Wisconsin-Madison School of Medicine and Public Health, Madison, Wisconsin, USA
- Department of Computer Science, Winona State University, Rochester, MN, USA
| | - Gwen Costa Jacobsohn
- BerbeeWalsh Department of Emergency Medicine, University of Wisconsin-Madison School of Medicine and Public Health, Madison, Wisconsin, USA
| | - Rebecca K Green
- BerbeeWalsh Department of Emergency Medicine, University of Wisconsin-Madison School of Medicine and Public Health, Madison, Wisconsin, USA
| | - Courtney M C Jones
- Department of Emergency Medicine, University of Rochester Medical Center, Rochester, New York, USA
- Department of Public Health Sciences, University of Rochester Medical Center, Rochester, New York, USA
| | - Jeremy T Cushman
- Department of Emergency Medicine, University of Rochester Medical Center, Rochester, New York, USA
- Department of Public Health Sciences, University of Rochester Medical Center, Rochester, New York, USA
- Department of Health Policy and Management, School of Public Health, University of Maryland, College Park, Maryland, USA
| | - Thomas V Caprio
- Division of Geriatrics, Department of Medicine, University of Rochester Medical Center, Rochester, New York, USA
| | - Amy J H Kind
- Division of Geriatrics and Gerontology, Department of Medicine, School of Medicine and Public Health, University of Wisconsin, Madison, Wisconsin, USA
- William S. Middleton Veterans Affairs Geriatrics Research, Education, and Clinical Center, Madison, Wisconsin, USA
- UW Center for Health Disparities Research, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Michael Lohmeier
- BerbeeWalsh Department of Emergency Medicine, University of Wisconsin-Madison School of Medicine and Public Health, Madison, Wisconsin, USA
| | - Manish N Shah
- BerbeeWalsh Department of Emergency Medicine, University of Wisconsin-Madison School of Medicine and Public Health, Madison, Wisconsin, USA
- Division of Geriatrics and Gerontology, Department of Medicine, School of Medicine and Public Health, University of Wisconsin, Madison, Wisconsin, USA
- Department of Population Health Sciences, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Brian W Patterson
- BerbeeWalsh Department of Emergency Medicine, University of Wisconsin-Madison School of Medicine and Public Health, Madison, Wisconsin, USA
- Health Innovation Program, University of Wisconsin-Madison, Madison, Wisconsin, USA
- Department of Industrial and Systems Engineering, Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, Wisconsin, USA
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Oliveira J. e Silva L, Stanich JA, Jeffery MM, Lindroth HL, Miller DM, Campbell RL, Rabinstein AA, Pignolo RJ, Bellolio F. Association between emergency department modifiable risk factors and subsequent delirium among hospitalized older adults. Am J Emerg Med 2022; 53:201-207. [DOI: 10.1016/j.ajem.2021.12.032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2021] [Revised: 12/12/2021] [Accepted: 12/14/2021] [Indexed: 10/19/2022] Open
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Abstract
One in five people in the UK are deaf, with hearing loss affecting more than 70% of people over the age of 70. Despite this being a higher prevalence than asthma, heart disease or diabetes, deaf people experience persistent health inequalities with poorer experiences and outcomes in disease prevention and management. Clear communication and patient engagement with health are key to better outcomes. Nonetheless, there exist cultural, educational and organisational barriers when addressing communication with patients with hearing loss.Foundation doctors have regular and prolonged contact with their patients, and often feel underprepared when interacting with patients with hearing loss. This article aims to highlight these communication barriers and suggest changes for improvement.Improvement will require adaptations from both individual and organisational perspectives, with patient care as a clear focus for change.
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Chary AN, Castilla-Ojo N, Joshi C, Santangelo I, Carpenter CR, Ouchi K, Naik AD, Liu SW, Kennedy M. Evaluating older adults with cognitive dysfunction: A qualitative study with emergency clinicians. J Am Geriatr Soc 2022; 70:341-351. [PMID: 34796476 PMCID: PMC9200057 DOI: 10.1111/jgs.17581] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2021] [Revised: 10/30/2021] [Accepted: 11/05/2021] [Indexed: 02/02/2023]
Abstract
BACKGROUND Evaluating older adults with cognitive dysfunction in emergency departments (EDs) requires obtaining collateral information from sources other than the patient. Understanding the challenges emergency clinicians face in obtaining collateral information can inform development of interventions to improve geriatric emergency care and, more specifically, detection of ED delirium. The objective was to understand emergency clinicians' experiences obtaining collateral information on older adults with cognitive dysfunction, both before and during the COVID-19 pandemic. METHODS From February to May 2021, we conducted semi-structured interviews with a purposive sample of 22 emergency physicians and advanced practice providers from two urban academic hospitals and one community hospital in the Northeast United States. Interviews lasted 10-20 min and were digitally recorded and transcribed. Interview transcripts were analyzed for dominant themes using a combined deductive-inductive approach. Responses regarding experiences before and during the pandemic were compared. RESULTS Five major challenges emerged regarding (1) availability of caregivers, (2) reliability of sources, (3) language barriers, (4) time constraints, and (5) incomplete transfer documentation. Participants perceived all challenges, but those relating to transfer documentation were amplified by the COVID-19 pandemic. CONCLUSION Emergency clinicians' perspectives can inform efforts to support caregiver presence at bedside and develop standardized communication tools to improve recognition of delirium and, more broadly, geriatric emergency care.
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Affiliation(s)
- Anita N. Chary
- Department of Emergency Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA
- Department of Emergency Medicine, Brigham and Women’s Hospital, Boston, Massachusetts, USA
- Department of Emergency Medicine, Baylor College of Medicine, Houston, Texas, USA
- Department of Medicine, Baylor College of Medicine, Houston, Texas, USA
- Center for Innovations in Quality, Effectiveness and Safety, Michael E. DeBakey VA Medical Center, Houston, Texas, USA
| | | | - Christopher Joshi
- School of Medicine, University of Texas Southwestern Medical School, Dallas, Texas, USA
| | - Ilianna Santangelo
- Department of Emergency Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Christopher R. Carpenter
- Department of Emergency Medicine, Barnes Jewish Hospital, St. Louis, Missouri, USA
- Emergency Care Research Core, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Kei Ouchi
- Department of Emergency Medicine, Brigham and Women’s Hospital, Boston, Massachusetts, USA
- Department of Psychosocial Oncology and Palliative Care, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Aanand D. Naik
- Department of Medicine, Baylor College of Medicine, Houston, Texas, USA
- Center for Innovations in Quality, Effectiveness and Safety, Michael E. DeBakey VA Medical Center, Houston, Texas, USA
| | - Shan W. Liu
- Department of Emergency Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA
- School of Medicine, Harvard Medical School, Boston, Massachusetts, USA
| | - Maura Kennedy
- Department of Emergency Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA
- School of Medicine, Harvard Medical School, Boston, Massachusetts, USA
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Lee S, Okoro UE, Swanson MB, Mohr N, Faine B, Carnahan R. Opioid and benzodiazepine use in the emergency department and the recognition of delirium within the first 24 hours of hospitalization. J Psychosom Res 2022; 153:110704. [PMID: 34959040 PMCID: PMC9348903 DOI: 10.1016/j.jpsychores.2021.110704] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/20/2021] [Revised: 12/12/2021] [Accepted: 12/12/2021] [Indexed: 12/19/2022]
Abstract
OBJECTIVE Delirium is a common and serious brain dysfunction. The objective of our study was to test the hypothesis that opioids and benzodiazepines exposure in the emergency department (ED) is associated with delirium. METHODS This was a retrospective cohort study, including patients aged 65 years and older who were hospitalized from ED at an academic medical center from 2014 to 2017. Medication administration records were used to identify opioids and benzodiazepines given during the ED stay. Nurses used the Delirium Observation Screening Scale (DOSS) twice daily to assess delirium during hospitalization. The outcome was a positive DOSS within 1 day of ED encounter. We used logistic regression to predict the outcome of positive delirium screening by opioids and benzodiazepines. RESULTS A total of 7927 ED encounters that resulted in hospitalization were included in the analysis. We identified 2008 visits (25.3%) with a positive delirium screen. A total of 3304 (41.7%) received opioids, and 1801 (22.7%) received benzodiazepines. In this cohort, opioids were not associated with an increased odds of delirium (OR 1.00, 95% CI 0.87-1.15). Benzodiazepines were associated with increased odds of delirium (OR 1.37, 95% CI 1.13-1.65), as were benzodiazepines combined with opioids (OR 1.61, 95% CI 1.33-1.97). CONCLUSION In this study, the use of benzodiazepines was associated with a risk of delirium. The use of opioids did not increase the risk of delirium. Our findings imply that judicious pain management with opioids in the ED might not increase the risk of delirium.
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Affiliation(s)
- Sangil Lee
- Department of Emergency Medicine, The University of Iowa Carver College of Medicine, USA.
| | - Uche Eseoghene Okoro
- Department of Emergency Medicine, The University of Iowa Carver College of Medicine, USA
| | - Morgan Bobb Swanson
- Department of Emergency Medicine, The University of Iowa Carver College of Medicine, USA
| | - Nicholas Mohr
- Department of Emergency Medicine, Anesthesia, and Epidemiology, The University of Iowa Carver College of Medicine, USA
| | - Brett Faine
- Department of Emergency Medicine, The University of Iowa Carver College of Medicine, USA
| | - Ryan Carnahan
- Department of Epidemiology, University of Iowa College of Public Health, USA
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Eagles D, Cheung WJ, Avlijas T, Yadav K, Ohle R, Taljaard M, Molnar F, Stiell IG. Barriers and facilitators to nursing delirium screening in older emergency patients: a qualitative study using the theoretical domains framework. Age Ageing 2022; 51:6509750. [PMID: 35061872 DOI: 10.1093/ageing/afab256] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2021] [Indexed: 01/17/2023] Open
Abstract
BACKGROUND delirium is common in older emergency department (ED) patients, but vastly under-recognised, in part due to lack of standardised screening processes. Understanding local context and barriers to delirium screening are integral for successful implementation of a delirium screening protocol. OBJECTIVES we sought to identify barriers and facilitators to delirium screening by nurses in older ED patients. METHODS we conducted 15 semi-structured, face-to-face interviews based on the Theoretical Domains Framework with bedside nurses, nurse educators and managers at two academic EDs in 2017. Two research assistants independently coded transcripts. Relevant domains and themes were identified. RESULTS a total of 717 utterances were coded into 14 domains. Three dominant themes emerged: (i) lack of clinical prioritisation because of competing demands, lack of time and heavy workload; (ii) discordance between perceived capabilities and knowledge and (iii) hospital culture. CONCLUSION this qualitative study explored nursing barriers and facilitators to delirium screening in older ED patients. We found that delirium was recognised as an important clinical problem; however, it was not clinically prioritised; there was a false self-perception of knowledge and ability to recognise delirium and hospital culture was a strong influencer of behaviour. Successful adoption of a delirium screening protocol will only be realised if these issues are addressed.
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Affiliation(s)
- Debra Eagles
- Department of Emergency Medicine, University of Ottawa, Ottawa, ON, Canada
- School of Epidemiology and Public Health, University of Ottawa, Ottawa, ON, Canada
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, ON, Canada
| | - Warren J Cheung
- Department of Emergency Medicine, University of Ottawa, Ottawa, ON, Canada
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, ON, Canada
| | - Tanja Avlijas
- Department of Emergency Medicine, The Ottawa Hospital, Ottawa, ON, Canada
| | - Krishan Yadav
- Department of Emergency Medicine, University of Ottawa, Ottawa, ON, Canada
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, ON, Canada
| | - Robert Ohle
- Department of Emergency Medicine, Health Science North Research Institute, Northern Ontario School of Medicine, Sudbury, ON, Canada
| | - Monica Taljaard
- School of Epidemiology and Public Health, University of Ottawa, Ottawa, ON, Canada
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, ON, Canada
| | - Frank Molnar
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, ON, Canada
- Division of Geriatric Medicine, Department of Medicine, University of Ottawa, Ottawa, ON, Canada
- Bruyere Research Institute, Ottawa, ON, Canada
| | - Ian G Stiell
- Department of Emergency Medicine, University of Ottawa, Ottawa, ON, Canada
- School of Epidemiology and Public Health, University of Ottawa, Ottawa, ON, Canada
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, ON, Canada
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47
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Chary A, Joshi C, Castilla-Ojo N, Santangelo I, Ouchi K, Naik AD, Carpenter CR, Liu SW, Kennedy M. Emergency Clinicians’ Perceptions of Communication Tools to Establish the Mental Baseline of Older Adults: A Qualitative Study. Cureus 2021; 13:e20616. [PMID: 35103191 PMCID: PMC8782497 DOI: 10.7759/cureus.20616] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/22/2021] [Indexed: 11/05/2022] Open
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Johansson YA, Tsevis T, Nasic S, Gillsjö C, Johansson L, Bogdanovic N, Kenne Sarenmalm E. Diagnostic accuracy and clinical applicability of the Swedish version of the 4AT assessment test for delirium detection, in a mixed patient population and setting. BMC Geriatr 2021; 21:568. [PMID: 34663229 PMCID: PMC8522056 DOI: 10.1186/s12877-021-02493-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2021] [Accepted: 09/23/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Delirium is common in older hospitalized patients. It has serious consequences e.g., poor health outcomes, mortality and increased costs. Despite that, many cases are undetected. Early detection of delirium is important in improving outcomes and use of assessment tools improves detection rates. The 4AT is a brief screening tool for delirium detection, which has not previously been translated into Swedish. The study aim was to evaluate diagnostic accuracy and clinical applicability of a Swedish version of the screening tool 4AT for delirium detection. METHOD This diagnostic test accuracy study used a quantitative and a qualitative approach and evaluated the patients' and the health care professionals' experiences of the tool. Study included 200 patients ≥65 years from a university hospital and a county hospital in two Swedish regions. Medical specialties were geriatric stroke/neurology, geriatric multimorbidity, severe cognitive impairment, orthopaedic, and urology. The translated 4AT was tested against the reference standard DSM-IV-TR criteria, based on the Organic Brain Syndrome scale and patient records. The 4AT was assessed simultaneously and independently by two assessors. Additionally, data was collected through patient record reviews, and questions about applicability to the patients (n = 200) and the assessors (n = 37). Statistical analyses, and qualitative content analyses were conducted. RESULTS By reference standard 18% had delirium, and by 4AT 19%. The overall percent agreement was 88%, AUROC 0.808, sensitivity 0.70 (95% CI 0.51-0.84) and specificity 0.92 (95% CI 0.87-0.96). In the ward for severe cognitive impairment (n = 63) the 4AT was less sensitive and less specific. In the other wards (n = 132) sensitivity was 0.77 (95% CI 0.50-0.93), specificity 0.93 (95% CI 0.87-0.97), and AUROC 0.848. Interrater reliability (Kappa) was 0.918, p = < 0.001 (n = 144). The 4AT was well tolerated by patients, easy to use for health care professionals, and took a few minutes to conduct. CONCLUSION The Swedish version of 4AT is an accurate and applicable tool to use in clinical practice for detecting delirium in hospitalized patients across different medical specialities, and to use by different professionals and levels of seniority. To improve patient outcomes, we recommend the 4AT to be incorporated in clinical practice in health care settings in Sweden.
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Affiliation(s)
- Yvonne A Johansson
- Skaraborg Hospital, Skövde, Sweden. .,The Research School of Health and Welfare, Aging Research Network-Jönköping (ARN-J), Jönköping University, Jönköping, Sweden.
| | - Theofanis Tsevis
- Theme Inflammation and Aging, Karolinska University Hospital, Stockholm, Sweden.,Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden
| | - Salmir Nasic
- Skaraborg Hospital, Skövde, Sweden.,Department of Molecular and Clinical Medicine, Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Catharina Gillsjö
- School of Health Sciences, University of Skövde, Skövde, Sweden.,College of Nursing, University of Rhode Island, Kingston, RI, USA
| | - Linda Johansson
- Institute of Gerontology, Aging Research Network-Jönköping (ARN-J), School of Health and Welfare, Jönköping University, Jönköping, Sweden
| | - Nenad Bogdanovic
- Theme Inflammation and Aging, Karolinska University Hospital, Stockholm, Sweden.,Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden
| | - Elisabeth Kenne Sarenmalm
- Skaraborg Hospital, Skövde, Sweden.,School of Health Sciences, University of Skövde, Skövde, Sweden.,Institute of Health and Care Science, Sahlgrenska Academy, Centre for Person-Centred Care Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
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Zucchelli A, Apuzzo R, Paolillo C, Prestipino V, De Bianchi S, Romanelli G, Padovani A, Marengoni A, Bellelli G. Development and validation of a delirium risk assessment tool in older patients admitted to the Emergency Department Observation Unit. Aging Clin Exp Res 2021; 33:2753-2758. [PMID: 33565046 PMCID: PMC8531045 DOI: 10.1007/s40520-021-01792-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2020] [Accepted: 01/11/2021] [Indexed: 10/27/2022]
Abstract
BACKGROUND Delirium is frequent though undetected in older patients admitted to the Emergency Department (ED). AIMS To develop and validate a delirium risk assessment tool for older persons admitted to the ED Observation Unit (OU). METHODS We used data from two samples of 65 + year-old patients, one admitted to the ED of Brescia Hospital (n = 257) and one to the ED of Desio Hospital (n = 107), Italy. Data from Brescia were used as training sample, those collected in Desio as testing one. Delirium was assessed using the 4AT and patients' characteristic were retrieved from medical charts. Variables found to be associated with delirium in the training sample were tested for the creation of a delirium risk assessment tool. The resulting tool's performances were assessed in the testing subsample. RESULTS Of all possible scores tested, the combination with the highest discriminative ability in the training sample included: age ≥ 75 years, dementia diagnosis, chronic use of neuroleptics, and hearing impairment. The delirium score exhibited an AUC of 0.874 and 0.893 in the training and testing samples, respectively. For a 1-point increase in the score, the odds of delirium increased more than twice in both samples. DISCUSSION We propose a delirium risk assessing tool that includes variables that can be easily collected at ED admission and that can be calculated rapidly. CONCLUSION A risk assessment tool could help improving delirium detection in older persons referring to ED.
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Affiliation(s)
- A Zucchelli
- Department of Information Engineering, University of Brescia, v. Branze, 38, 25123, Brescia, Italy.
| | - R Apuzzo
- SC Medicina Generale, Ospedale Sant'Andrea di Vercelli, ASL VC, Vercelli, Italy
| | - C Paolillo
- Emergency Department, ASST Spedali Civili di Brescia, Brescia, Italy
| | - V Prestipino
- Department of Clinical and Experimental Medicine, University of Messina, Messina, Italy
| | - S De Bianchi
- Emergency Department, Desio Hospital, ASST Monza e Brianza, Desio, Italy
| | - G Romanelli
- Department of Clinical and Experimental Science, University of Brescia, Brescia, Italy
| | - A Padovani
- Department of Clinical and Experimental Science, University of Brescia, Brescia, Italy
| | - A Marengoni
- Department of Clinical and Experimental Science, University of Brescia, Brescia, Italy
| | - G Bellelli
- University of Milano-Bicocca, Milan, Italy
- Geriatric Unit, San Gerardo Hospital, Monza, Italy
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50
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Dunne SS, Coffey JC, Konje S, Gasior S, Clancy CC, Gulati G, Meagher D, Dunne CP. Biomarkers in delirium: A systematic review. J Psychosom Res 2021; 147:110530. [PMID: 34098376 DOI: 10.1016/j.jpsychores.2021.110530] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Revised: 05/19/2021] [Accepted: 05/19/2021] [Indexed: 12/20/2022]
Abstract
BACKGROUND Delirium is a common neuropsychiatric disorder associated with prolonged hospital stays, and increased morbidity and mortality. Diagnosis is frequently missed due to varying disease presentation and lack of standardized testing. We examined biomarkers as diagnostic or prognostic indicators of delirium, and provide a rational basis for future studies. METHOD Systematic review of literature published between Jan 2000 and June 2019. Searches included: PubMed; Web of Science; CINAHL; EMBASE; COCHRANE and Medline. Additional studies were identified by searching bibliographies of eligible articles. RESULTS 2082 relevant papers were identified from all sources. Seventy-three met the inclusion criteria, all of which were observational. These assessed a range of fourteen biomarkers. All papers included were in the English language. Assessment methods varied between studies, including: DSM criteria; Confusion Assessment Method (CAM) or CAM-Intensive Care Unit (ICU). Delirium severity was measured using the Delirium Rating Scale (DRS). Delirium was secondary to post-operative dysfunction or acute medical conditions. CONCLUSION Evidence does not currently support the use of any one biomarker. However, certain markers were associated with promising results and may warrant evaluation in future studies. Heterogeneity across study methods may have contributed to inconclusive results, and more clarity may arise from standardization of methods of clinical assessment. Adjusting for comorbidities may improve understanding of the pathophysiology of delirium, in particular the role of confounders such as inflammation, cognitive disorders and surgical trauma. Future research may also benefit from inclusion of other diagnostic modalities such as EEG as well as analysis of genetic or epigenetic factors.
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Affiliation(s)
- Suzanne S Dunne
- Centre for Interventions in Infection, Inflammation and Immunity (4i) and School of Medicine, University of Limerick, Limerick, Ireland
| | - J Calvin Coffey
- Centre for Interventions in Infection, Inflammation and Immunity (4i) and School of Medicine, University of Limerick, Limerick, Ireland
| | - Swiri Konje
- Centre for Interventions in Infection, Inflammation and Immunity (4i) and School of Medicine, University of Limerick, Limerick, Ireland
| | - Sara Gasior
- Centre for Interventions in Infection, Inflammation and Immunity (4i) and School of Medicine, University of Limerick, Limerick, Ireland
| | - Conor C Clancy
- Centre for Interventions in Infection, Inflammation and Immunity (4i) and School of Medicine, University of Limerick, Limerick, Ireland
| | - Gautam Gulati
- Centre for Interventions in Infection, Inflammation and Immunity (4i) and School of Medicine, University of Limerick, Limerick, Ireland
| | - David Meagher
- Centre for Interventions in Infection, Inflammation and Immunity (4i) and School of Medicine, University of Limerick, Limerick, Ireland; Cognitive Impairment Research Group, School of Medicine, University of Limerick, Limerick, Ireland
| | - Colum P Dunne
- Centre for Interventions in Infection, Inflammation and Immunity (4i) and School of Medicine, University of Limerick, Limerick, Ireland; Cognitive Impairment Research Group, School of Medicine, University of Limerick, Limerick, Ireland.
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