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1.
J Am Geriatr Soc ; 72(1): 14-23, 2024 01.
Article in English | MEDLINE | ID: mdl-37909706

ABSTRACT

Delirium is a significant geriatric condition associated with adverse clinical and economic outcomes. The cause of delirium is usually multifactorial, and person-centered multicomponent approaches for proper delirium management are required. In 2017, the John A. Hartford Foundation and the Institute for Healthcare Improvement (IHI) launched a national initiative, Age-Friendly Health System (AFHS), promoting the use of a framework called 4Ms (what matters, medication, mentation, and mobility). The 4Ms framework's primary goal is to provide comprehensive and practical person-centered care for older adults and it aligns with the core concepts of optimal delirium management. In this special article, we demonstrate how a traditional delirium prevention and management model can be assessed from the perspective of AFHS. An example is the crosswalk with the Hospital Elder Life Program (HELP) Core Interventions and the 4MS, which demonstrates alignment in delirium management. We also introduce useful tools to create an AFHS environment in delirium management. Although much has been written about delirium management, there is a need to identify the critical steps in advancing the overall delirium care in the context of the AFHS. In this article, we suggest future directions, including the need for more prospective and comprehensive research to assess the impact of AFHS on delirium care, the need for more innovative and sustainable education platforms, fundamental changes in the healthcare payment system for proper adoption of AFHS in any healthcare setting, and application of AFHS in the community for continuity of care for older adults with delirium.


Subject(s)
Delirium , Health Services for the Aged , Humans , Aged , Prospective Studies , Delivery of Health Care , Delirium/prevention & control
3.
J Med Syst ; 42(12): 261, 2018 Nov 14.
Article in English | MEDLINE | ID: mdl-30430256

ABSTRACT

Delirium is a serious medical complication associated with poor outcomes. Given the complexity of the syndrome, prevention and early detection are critical in mitigating its effects. We used Confusion Assessment Method (CAM) screening and Electronic Health Record (EHR) data for 64,038 inpatient visits to train and test a model predicting delirium arising in hospital. Incident delirium was defined as the first instance of a positive CAM occurring at least 48 h into a hospital stay. A Random Forest machine learning algorithm was used with demographic data, comorbidities, medications, procedures, and physiological measures. The data set was randomly partitioned 80% / 20% for training and validating the predictive model, respectively. Of the 51,240 patients in the training set, 2774 (5.4%) experienced delirium during their hospital stay; and of the 12,798 patients in the validation set, 701 (5.5%) experienced delirium. Under-sampling of the delirium negative population was used to address the class imbalance. The Random Forest predictive model yielded an area under the receiver operating characteristic curve (ROC AUC) of 0.909 (95% CI 0.898 to 0.921). Important variables in the model included previously identified predisposing and precipitating risk factors. This machine learning approach displayed a high degree of accuracy and has the potential to provide a clinically useful predictive model for earlier intervention in those patients at greatest risk of developing delirium.


Subject(s)
Delirium , Predictive Value of Tests , Aged , Aged, 80 and over , Algorithms , Decision Support Techniques , Delirium/epidemiology , Electronic Health Records , Female , Hospitalization , Humans , Logistic Models , Machine Learning , Male , Middle Aged , ROC Curve , Retrospective Studies
4.
Int J Nurs Stud ; 77: 154-161, 2018 Jan.
Article in English | MEDLINE | ID: mdl-29100197

ABSTRACT

BACKGROUND: Simulated family presence has been shown to be an effective nonpharmacological intervention to reduce agitation in persons with dementia in nursing homes. Hyperactive or mixed delirium is a common and serious complication experienced by hospitalized patients, a key feature of which is agitation. Effective nonpharmacological interventions to manage delirium are needed. OBJECTIVES: To examine the effect of simulated family presence through pre-recorded video messages on the agitation level of hospitalized, delirious, acutely agitated patients. DESIGN: Single site randomized control trial, 3 groups×4 time points mixed factorial design conducted from July 2015 to March 2016. SETTING: Acute care level one trauma center in an inner city of the state of Connecticut, USA. PARTICIPANTS: Hospitalized patients experiencing hyperactive or mixed delirium and receiving continuous observation were consecutively enrolled (n=126), with 111 participants completing the study. Most were older, male, Caucasian, spouseless, with a pre-existing dementia. METHODS: Participants were randomized to one of the following study arms: view a one minute family video message, view a one minute nature video, or usual care. Participants in experimental groups also received usual care. The Agitated Behavior Scale was used to measure the level of agitation prior to, during, immediately following, and 30min following the intervention. RESULTS: Both the family video and nature video groups displayed a significant change in median agitation scores over the four time periods (p<0.001), whereas the control group did not. The family video group had significantly lower median agitation scores during the intervention period (p<0.001) and a significantly greater proportion (94%) of participants experiencing a reduction in agitation from the pre-intervention to during intervention (p<0.001) than those viewing the nature video (70%) or those in usual care only (30%). The median agitation scores for the three groups were not significantly different at either of the post intervention time measurements. When comparing the proportion of participants experiencing a reduction in agitation from baseline to post intervention, there remained a statistically significant difference (p=0.001) between family video(60%) and usual care (35.1%) immediately following the intervention CONCLUSION: This work provides preliminary support for the use of family video messaging as a nonpharmacological intervention that may decrease agitation in selected hospitalized delirious patients. Further studies are necessary to determine the efficacy of the intervention as part of a multi-component intervention as well as among younger delirious patients without baseline dementia.


Subject(s)
Delirium/psychology , Family , Hospitalization , Psychomotor Agitation/prevention & control , Aged , Aged, 80 and over , Connecticut , Female , Humans , Male , Videotape Recording
5.
Crit Care Med ; 45(9): 1515-1522, 2017 Sep.
Article in English | MEDLINE | ID: mdl-28622167

ABSTRACT

OBJECTIVES: To examine the association between statin use and the risk of delirium in hospitalized patients with an admission to the medical ICU. DESIGN: Retrospective propensity-matched cohort analysis with accrual from September 1, 2012, to September 30, 2015. SETTING: Hartford Hospital, Hartford, CT. PATIENTS: An initial population of patients with an admission to a medical ICU totaling 10,216 visits were screened for delirium by means of the Confusion Assessment Method. After exclusions, a population of 6,664 was used to match statin users and nonstatin users. The propensity-matched cohort resulted in a sample of 1,475 patients receiving statin matched 1:1 with control patients not using statin. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Delirium defined as a positive Confusion Assessment Method assessment was the primary end point. The prevalence of delirium was 22.3% in the unmatched cohort and 22.8% in the propensity-matched cohort. Statin use was associated with a significant decrease in the risk of delirium (odds ratio, 0.47; 95% CI, 0.38-0.56). Considering the type of statin used, atorvastatin (0.51; 0.41-0.64), pravastatin (0.40; 0.28-0.58), and simvastatin (0.33; 0.21-0.52) were all significantly associated with a reduced frequency of delirium. CONCLUSIONS: The use of statins was independently associated with a reduction in the risk of delirium in hospitalized patients. When considering types of statins used, this reduction was significant in patients using atorvastatin, pravastatin, and simvastatin. Randomized trials of various statin types in hospitalized patients prone to delirium should validate their use in protection from delirium.


Subject(s)
Delirium/prevention & control , Hydroxymethylglutaryl-CoA Reductase Inhibitors/administration & dosage , Intensive Care Units/statistics & numerical data , Aged , Atorvastatin/administration & dosage , Female , Humans , Male , Middle Aged , Odds Ratio , Pravastatin/administration & dosage , Propensity Score , Reproducibility of Results , Retrospective Studies , Simvastatin/administration & dosage
6.
Lancet ; 390(10091): 267-275, 2017 07 15.
Article in English | MEDLINE | ID: mdl-28576285

ABSTRACT

BACKGROUND: Delirium is a common and serious postoperative complication. Subanaesthetic ketamine is often administered intraoperatively for postoperative analgesia, and some evidence suggests that ketamine prevents delirium. The primary purpose of this trial was to assess the effectiveness of ketamine for prevention of postoperative delirium in older adults. METHODS: The Prevention of Delirium and Complications Associated with Surgical Treatments [PODCAST] study is a multicentre, international randomised trial that enrolled adults older than 60 years undergoing major cardiac and non-cardiac surgery under general anaesthesia. Using a computer-generated randomisation sequence we randomly assigned patients to one of three groups in blocks of 15 to receive placebo (normal saline), low-dose ketamine (0·5 mg/kg), or high dose ketamine (1·0 mg/kg) after induction of anaesthesia, before surgical incision. Participants, clinicians, and investigators were blinded to group assignment. Delirium was assessed twice daily in the first 3 postoperative days using the Confusion Assessment Method. We did analyses by intention-to-treat and assessed adverse events. This trial is registered with clinicaltrials.gov, number NCT01690988. FINDINGS: Between Feb 6, 2014, and June 26, 2016, 1360 patients were assessed, and 672 were randomly assigned, with 222 in the placebo group, 227 in the 0·5 mg/kg ketamine group, and 223 in the 1·0 mg/kg ketamine group. There was no difference in delirium incidence between patients in the combined ketamine groups and the placebo group (19·45% vs 19·82%, respectively; absolute difference 0·36%, 95% CI -6·07 to 7·38, p=0·92). There were more postoperative hallucinations (p=0·01) and nightmares (p=0·03) with increasing ketamine doses compared with placebo. Adverse events (cardiovascular, renal, infectious, gastrointestinal, and bleeding), whether viewed individually (p value for each >0·40) or collectively (36·9% in placebo, 39·6% in 0·5 mg/kg ketamine, and 40·8% in 1·0 mg/kg ketamine groups, p=0·69), did not differ significantly across groups. INTERPRETATION: A single subanaesthetic dose of ketamine did not decrease delirium in older adults after major surgery, and might cause harm by inducing negative experiences. FUNDING: National Institutes of Health and Cancer Center Support.


Subject(s)
Analgesics/administration & dosage , Central Nervous System Agents/administration & dosage , Delirium/prevention & control , Ketamine/administration & dosage , Pain, Postoperative/prevention & control , Aged , Analgesics/adverse effects , Central Nervous System Agents/adverse effects , Double-Blind Method , Drug Administration Schedule , Female , Humans , Intraoperative Care/methods , Ketamine/adverse effects , Male , Middle Aged , Postoperative Complications/prevention & control , Treatment Outcome
7.
Comput Biol Med ; 75: 267-74, 2016 08 01.
Article in English | MEDLINE | ID: mdl-27340924

ABSTRACT

Delirium is a potentially lethal condition of altered mental status, attention, and level of consciousness with an acute onset and fluctuating course. Its causes are multi-factorial, and its pathophysiology is not well understood; therefore clinical focus has been on prevention strategies and early detection. One patient evaluation technique in routine use is the Confusion Assessment Method (CAM): a relatively simple test resulting in 'positive', 'negative' or 'unable-to-assess' (UTA) ratings. Hartford Hospital nursing staff use the CAM regularly on all non-critical care units, and a high frequency of UTA was observed after reviewing several years of records. In addition, patients with UTA ratings displayed poor outcomes such as in-hospital mortality, longer lengths of stay, and discharge to acute and long term care facilities. We sought to better understand the use of UTA, especially outside of critical care environments, in order to improve delirium detection throughout the hospital. An unsupervised clustering approach was used with additional, concurrent assessment data available in the EHR to categorize patient visits with UTA CAMs. The results yielded insights into the most common situations in which the UTA rating was used (e.g. impaired verbal communication, dementia), suggesting potentially inappropriate ratings that could be refined with further evaluation and remedied with updated clinical training. Analysis of the patient clusters also suggested that unrecognized delirium may contribute to the poor outcomes associated with the use of UTA. This method of using temporally related high dimensional EHR data to illuminate a dynamic medical condition could have wider applicability.


Subject(s)
Delirium/diagnosis , Delirium/physiopathology , Diagnosis, Computer-Assisted , Electronic Data Processing/methods , Female , Humans , Male , Retrospective Studies
8.
Geriatr Nurs ; 37(3): 215-20, 2016.
Article in English | MEDLINE | ID: mdl-27040950

ABSTRACT

This pilot study attempted to reduce resistance-to-care (RTC) and combative behaviors in nursing home residents with dementia by eliciting their positive affect. Four female residents with dementia were recruited from a nursing facility. Each resident was involved in one intervention trial and one control trial. The response of the residents was assessed by the Agitated Behavior Scale and the Observational Measurement of Engagement Tool. The distress level of the certified nursing assistants (CNAs) delivering the care was reported through the Distress Thermometer. Results showed that the residents displayed fewer behavioral symptoms in the intervention trial than in the control trial. The CNAs reported less distress in the intervention trial than in the control trial. These preliminary findings suggest that it might be feasible to use positive images to reduce residents' behavioral symptoms and decrease the distress of CNAs.


Subject(s)
Dementia/nursing , Emotions , Nursing Assistants/psychology , Psychomotor Agitation , Aged, 80 and over , Dementia/psychology , Female , Humans , Nursing Homes , Pilot Projects
10.
Am J Nurs ; 113(10): 32-9; quiz 40, 2013 Oct.
Article in English | MEDLINE | ID: mdl-24037247

ABSTRACT

OVERVIEW: Hospitalized patients who are suffering from cognitive impairment, delirium, suicidal ideation, traumatic brain injury, or another behavior-altering condition are often placed under continuous observation by designated "sitters." These patients may become agitated, which can jeopardize their safety even when a sitter is present. This quality improvement project was based on the hypothesis that agitation can be decreased by engaging these patients in individualized therapeutic activities. The authors created a tool that allowed continuous observers to identify a patient's abilities and interests, and then offer such activities to the patient. Data were collected using a scale that measured patient agitation before, during, and after these activities. The authors found that during the activities, 73% of patients had decreased levels of agitation compared with baseline, and 64% remained less agitated for at least one hour afterward.The intervention appeared effective in reducing levels of agitation in selected patients who were receiving continuous observation on nonpsychiatric units at a large, urban level 1 trauma center. Many patients expressed gratitude for the diversion from their health issues. Further investigation into the effectiveness of this intervention and its impact on the use of medications or restraints is warranted.


Subject(s)
Nurse's Role , Nurse-Patient Relations , Patient-Centered Care/methods , Precision Medicine/nursing , Psychomotor Agitation/nursing , Adolescent , Adult , Aged , Aged, 80 and over , Female , Humans , Imagination , Male , Middle Aged , Patient Safety , Psychomotor Agitation/prevention & control , Trauma Centers/organization & administration , Young Adult
11.
Dimens Crit Care Nurs ; 30(3): 150-9, 2011.
Article in English | MEDLINE | ID: mdl-21478711

ABSTRACT

Patient safety is an overarching theme inherent in hospital care. The aging of the population increases the potential for serious consequences from a lapse in safety. Educating intensive care unit nursing team members in early recognition of delirium and other fall risk factors can improve patient safety outcomes. The geriatric resource nurse model was used to achieve a reduction in falls through standardized delirium screening and implementation of fall prevention strategies.


Subject(s)
Accidental Falls/prevention & control , Cardiovascular Diseases/nursing , Delirium/diagnosis , Geriatric Assessment , Intensive Care Units/organization & administration , Nurse's Role , Nursing Assessment , Safety Management/methods , Aged , Delirium/nursing , Humans , Interdisciplinary Communication , Leadership , Models, Nursing , Risk Factors
12.
J Gerontol Nurs ; 34(4): 49-56, 2008 Apr.
Article in English | MEDLINE | ID: mdl-18429379

ABSTRACT

Delirium is frequently overlooked in hospitalized adult patients of all ages. Because nurses spend significant amounts of time with patients, the nursing assessment is vital to the identification of delirium. This pilot study investigated nurses'evaluation of the Confusion Assessment Method related to ease of use and helpfulness in identifying delirium in adult patients on two hospital units. Delirium rates are reported for patients across all shifts for 1 month. The majority of nurses found the Confusion Assessment Method to be an effective, user-friendly instrument for the assessment of patients' cognitive status over time.


Subject(s)
Attitude of Health Personnel , Confusion/diagnosis , Delirium/diagnosis , Inpatients , Nursing Assessment/methods , Nursing Staff, Hospital/psychology , Adolescent , Adult , Aged , Aged, 80 and over , Confusion/etiology , Delirium/etiology , Hospitals, Urban , Humans , Inpatients/statistics & numerical data , Middle Aged , Nursing Assessment/standards , Nursing Evaluation Research , Nursing Methodology Research , Nursing Staff, Hospital/education , Pilot Projects , Prospective Studies , Risk Factors , Surveys and Questionnaires , Time Factors
13.
Am J Nurs ; 107(12): 50-9; quiz 59-60, 2007 Dec.
Article in English | MEDLINE | ID: mdl-18049062

ABSTRACT

For patients and their loved ones, delirium can be a frightening experience. A fluctuating mental status is important to identify because it often signals a need for additional treatment. The Confusion Assessment Method (CAM) diagnostic algorithm enables nurses to assess for delirium by identifying the four features of the disorder that distinguish it from other forms of cognitive impairment. It can be completed in five minutes and is easily incorporated into ongoing assessments of hospitalized patients. (This screening tool is included in the series Try This: Best Practices in Nursing Care to Older Adults, from the Hartford Institute for Geriatric Nursing at New York University's College of Nursing.) For a free online video demonstrating the use of this tool, go to http://links.lww.com/A209.


Subject(s)
Analgesics, Opioid/adverse effects , Auditory Perceptual Disorders , Confusion , Delirium/diagnosis , Hydromorphone/adverse effects , Methocarbamol/adverse effects , Psychomotor Agitation , Algorithms , Delirium/chemically induced , Delirium/nursing , Humans , Male , Muscle Relaxants, Central/adverse effects , Reproducibility of Results
15.
Insight ; 27(2): 43-4, 2002.
Article in English | MEDLINE | ID: mdl-12082715
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