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1.
Minerva Anestesiol ; 90(5): 409-416, 2024 May.
Article En | MEDLINE | ID: mdl-38771165

BACKGROUND: Medical Emergency Teams (METs) have been implemented in many hospitals worldwide and are considered an integral part of the hospital patient safety system. However, data on prevalence, staffing and activation criteria of METs are scarce. Such data are important as they may help to identify areas of quality improvement and barriers to implementation of rapid response systems (RRS). This survey aimed to analyze current characteristics, prevalence, and organization of METs in Switzerland. METHODS: We conducted a cross-sectional nationwide online survey, inviting physicians' and nurses' representatives from all registered adult intensive care units (ICU) in Switzerland. RESULTS: Of the 74 hospitals invited to participate in the survey, 57 responded (response rate 77%). We obtained 82 individual responses (from 50 physicians and 32 nurses). Twenty-five hospitals (44%) have a MET in place. In most Swiss hospitals, METs are composed of ICU consultants (64%) and ICU nurses (40%) and are activated by phone, with a usual response time of less than 10 minutes. The most common triggers are single abnormal vital signs (80%), while multiple-parameter warning scores are less commonly used (28%). While more than half of the nurses have regular trainings for their MET members (57%), most MET physicians (63%) do not. Systematic data collection of MET calls occurs in only 43% of institutions. Finally, the most common reasons for not having a MET are staff shortage (44%) and lack of funding (19%). CONCLUSIONS: Less than 50% of Swiss hospitals with an adult ICU have a MET in place. METs in Switzerland typically include an ICU doctor and an ICU nurse and are available 24/7. Major barriers to MET introduction are staff shortage and lack of funding.


Intensive Care Units , Switzerland , Humans , Intensive Care Units/organization & administration , Cross-Sectional Studies , Prevalence , Surveys and Questionnaires , Hospital Rapid Response Team/organization & administration , Hospital Rapid Response Team/statistics & numerical data , Patient Care Team
2.
Nurs Health Sci ; 26(2): e13124, 2024 Jun.
Article En | MEDLINE | ID: mdl-38692579

The mortality rates among critically ill patients with COVID-19 have been high. The national and institutional infection control policies and resource shortages caused by the pandemic led patients to undergo deaths without dignity and inevitably changed intensive care unit (ICU) end-of-life care (EOLC) practices. This study explores ICU nurses' experiences of providing EOLC for patients with COVID-19 who died. Eight nurses participated in a qualitative phenomenological study. Semi-structured interviews were conducted from July to September 2022. Colaizzi's data analysis method was used, and the following four main themes emerged: (i) only companion in the death journey; (ii) helping families prepare for death; (iii) EOLC trapped within a framework; and (iv) EOLC in retrospect. To secure high-quality EOLC in ICU, it is important to promote practical support for nurses and EOLC-related discussions/education. Technical support, such as digital communication technologies, should be reinforced to help patients and their families participate in EOLC.


COVID-19 , Qualitative Research , Terminal Care , Humans , COVID-19/nursing , COVID-19/psychology , Terminal Care/methods , Terminal Care/psychology , Female , Adult , Male , Middle Aged , Intensive Care Units/organization & administration , Nurses/psychology , Pandemics , SARS-CoV-2 , Attitude of Health Personnel
3.
Am J Med Qual ; 39(3): 118-122, 2024.
Article En | MEDLINE | ID: mdl-38713599

Electrolyte replacement protocols are routinely used in intensive care units (ICU) to guide magnesium replacement. Guided by serum levels, these protocols include no patient-specific factors despite a literature showing ICU patients routinely have significant deficits despite normal serum levels. The authors developed a checklist to help identify patients requiring more aggressive magnesium replacement than the electrolyte replacement protocol would provide. The checklist included risk factors for having significant magnesium deficits and for developing arrhythmias. The checklist was retrospectively applied to 364 medical ICU patients. Diabetic patients prescribed outpatient diuretics were defined as the highest-risk population. A total of 88% of patients in this subgroup had normal magnesium levels. Despite averaging 3.4 risk factors per patient, only 3 of 32 patients received magnesium. Applying the checklist would have suggested additional repletion for at least 85% of patients. A checklist can help identify ICU patients who may require more aggressive magnesium supplementation than protocols will provide.


Checklist , Intensive Care Units , Magnesium , Humans , Intensive Care Units/organization & administration , Retrospective Studies , Female , Male , Middle Aged , Magnesium/administration & dosage , Magnesium/blood , Aged , Risk Factors , Magnesium Deficiency , Fluid Therapy/methods
4.
Crit Care ; 28(1): 148, 2024 05 06.
Article En | MEDLINE | ID: mdl-38711155

BACKGROUND: Sepsis occurs in 12-27% of patients with haematological malignancy within a year of diagnosis. Sepsis mortality has improved in non-cancer patients in the last two decades, but longitudinal trends in patients with haematological malignancy are not well characterised. We aimed to compare outcomes, including temporal changes, in patients with and without a haematological malignancy admitted to ICU with a primary diagnosis of sepsis in Australia and New Zealand over the past two decades. METHODS: We performed a retrospective cohort study of 282,627 patients with a primary intensive care unit (ICU) admission diagnosis of sepsis including 17,313 patients with haematological malignancy, admitted to 216 intensive care units (ICUs) in Australia or New Zealand between January 2000 and December 2022. Annual crude and adjusted in-hospital mortality were reported. Risk factors for in-hospital mortality were determined using a mixed methods logistic regression model and were used to calculate annual changes in mortality. RESULTS: In-hospital sepsis mortality decreased in patients with haematological malignancy, from 55.6% (95% CI 46.5-64.6%) in 2000 to 23.1% (95% CI 20.8-25.5%) in 2021. In patients without haematological malignancy mortality decreased from 33.1% (95% CI 31.3-35.1%) to 14.4% (95% CI 13.8-14.8%). This decrease remained significant after adjusting for mortality predictors including age, SOFA score and comorbidities, as estimated by adjusted annual odds of in-hospital death. The reduction in odds of death was of greater magnitude in patients with haematological malignancy than those without (OR 0.954, 95% CI 0.947-0.961 vs. OR 0.968, 95% CI 0.966-0.971, p < 0.001). However, absolute risk of in-hospital mortality remained higher in patients with haematological malignancy. Older age, higher SOFA score, presence of comorbidities, and mechanical ventilation were associated with increased mortality. Leukopenia (white cell count < 1.0 × 109 cells/L) was not associated with increased mortality in patients with haematological malignancy (p = 0.60). CONCLUSIONS: Sepsis mortality has improved in patients with haematological malignancy admitted to ICU. However, mortality remains higher in patients with haematological malignancy than those without.


Hematologic Neoplasms , Hospital Mortality , Intensive Care Units , Sepsis , Humans , Sepsis/mortality , Hematologic Neoplasms/mortality , Male , Middle Aged , Female , Aged , Retrospective Studies , Intensive Care Units/organization & administration , Intensive Care Units/statistics & numerical data , New Zealand/epidemiology , Cohort Studies , Hospital Mortality/trends , Australia/epidemiology , Adult , Logistic Models , Risk Factors , Aged, 80 and over
5.
Crit Care ; 28(1): 151, 2024 05 07.
Article En | MEDLINE | ID: mdl-38715131

BACKGROUND: Intensive care unit (ICU)-survivors have an increased risk of mortality after discharge compared to the general population. On ICU admission subphenotypes based on the plasma biomarker levels of interleukin-8, protein C and bicarbonate have been identified in patients admitted with acute respiratory distress syndrome (ARDS) that are prognostic of outcome and predictive of treatment response. We hypothesized that if these inflammatory subphenotypes previously identified among ARDS patients are assigned at ICU discharge in a more general critically ill population, they are associated with short- and long-term outcome. METHODS: A secondary analysis of a prospective observational cohort study conducted in two Dutch ICUs between 2011 and 2014 was performed. All patients discharged alive from the ICU were at ICU discharge adjudicated to the previously identified inflammatory subphenotypes applying a validated parsimonious model using variables measured median 10.6 h [IQR, 8.0-31.4] prior to ICU discharge. Subphenotype distribution at ICU discharge, clinical characteristics and outcomes were analyzed. As a sensitivity analysis, a latent class analysis (LCA) was executed for subphenotype identification based on plasma protein biomarkers at ICU discharge reflective of coagulation activation, endothelial cell activation and inflammation. Concordance between the subphenotyping strategies was studied. RESULTS: Of the 8332 patients included in the original cohort, 1483 ICU-survivors had plasma biomarkers available and could be assigned to the inflammatory subphenotypes. At ICU discharge 6% (n = 86) was assigned to the hyperinflammatory and 94% (n = 1397) to the hypoinflammatory subphenotype. Patients assigned to the hyperinflammatory subphenotype were discharged with signs of more severe organ dysfunction (SOFA scores 7 [IQR 5-9] vs. 4 [IQR 2-6], p < 0.001). Mortality was higher in patients assigned to the hyperinflammatory subphenotype (30-day mortality 21% vs. 11%, p = 0.005; one-year mortality 48% vs. 28%, p < 0.001). LCA deemed 2 subphenotypes most suitable. ICU-survivors from class 1 had significantly higher mortality compared to class 2. Patients belonging to the hyperinflammatory subphenotype were mainly in class 1. CONCLUSIONS: Patients assigned to the hyperinflammatory subphenotype at ICU discharge showed significantly stronger anomalies in coagulation activation, endothelial cell activation and inflammation pathways implicated in the pathogenesis of critical disease and increased mortality until one-year follow up.


Biomarkers , Intensive Care Units , Patient Discharge , Respiratory Distress Syndrome , Humans , Prospective Studies , Female , Male , Intensive Care Units/organization & administration , Intensive Care Units/statistics & numerical data , Middle Aged , Respiratory Distress Syndrome/mortality , Respiratory Distress Syndrome/classification , Respiratory Distress Syndrome/blood , Aged , Biomarkers/blood , Biomarkers/analysis , Patient Discharge/statistics & numerical data , Cohort Studies , Inflammation/blood , Inflammation/mortality , Netherlands/epidemiology , Phenotype , Interleukin-8/blood , Interleukin-8/analysis
6.
Crit Care ; 28(1): 152, 2024 05 08.
Article En | MEDLINE | ID: mdl-38720332

BACKGROUND: Re-intubation secondary to post-extubation respiratory failure in post-operative patients is associated with increased patient morbidity and mortality. Non-invasive respiratory support (NRS) alternative to conventional oxygen therapy (COT), i.e., high-flow nasal oxygen, continuous positive airway pressure, and non-invasive ventilation (NIV), has been proposed to prevent or treat post-extubation respiratory failure. Aim of the present study is assessing the effects of NRS application, compared to COT, on the re-intubation rate (primary outcome), and time to re-intubation, incidence of nosocomial pneumonia, patient discomfort, intensive care unit (ICU) and hospital length of stay, and mortality (secondary outcomes) in adult patients extubated after surgery. METHODS: A systematic review and network meta-analysis of randomized and non-randomized controlled trials. A search from Medline, Embase, Scopus, Cochrane Central Register of Controlled Trials, and Web of Science from inception until February 2, 2024 was performed. RESULTS: Thirty-three studies (11,292 patients) were included. Among all NRS modalities, only NIV reduced the re-intubation rate, compared to COT (odds ratio 0.49, 95% confidence interval 0.28; 0.87, p = 0.015, I2 = 60.5%, low certainty of evidence). In particular, this effect was observed in patients receiving NIV for treatment, while not for prevention, of post-extubation respiratory failure, and in patients at high, while not low, risk of post-extubation respiratory failure. NIV reduced the rate of nosocomial pneumonia, ICU length of stay, and ICU, hospital, and long-term mortality, while not worsening patient discomfort. CONCLUSIONS: In post-operative patients receiving NRS after extubation, NIV reduced the rate of re-intubation, compared to COT, when used for treatment of post-extubation respiratory failure and in patients at high risk of post-extubation respiratory failure.


Noninvasive Ventilation , Humans , Noninvasive Ventilation/methods , Respiratory Insufficiency/therapy , Respiratory Insufficiency/etiology , Network Meta-Analysis , Intensive Care Units/organization & administration , Intensive Care Units/statistics & numerical data , Postoperative Period , Length of Stay/statistics & numerical data
7.
Crit Care ; 28(1): 154, 2024 05 09.
Article En | MEDLINE | ID: mdl-38725060

Healthcare systems are large contributors to global emissions, and intensive care units (ICUs) are a complex and resource-intensive component of these systems. Recent global movements in sustainability initiatives, led mostly by Europe and Oceania, have tried to mitigate ICUs' notable environmental impact with varying success. However, there exists a significant gap in the U.S. knowledge and published literature related to sustainability in the ICU. After a narrative review of the literature and related industry standards, we share our experience with a Green ICU initiative at a large hospital system in Texas. Our process has led to a 3-step pathway to inform similar initiatives for sustainable (green) critical care. This pathway involves (1) establishing a baseline by quantifying the status quo carbon footprint of the affected ICU as well as the cumulative footprint of all the ICUs in the healthcare system; (2) forming alliances and partnerships to target each major source of these pollutants and implement specific intervention programs that reduce the ICU-related greenhouse gas emissions and solid waste; and (3) finally to implement a systemwide Green ICU which requires the creation of multiple parallel pathways that marshal the resources at the grass-roots level to engage the ICU staff and institutionalize a mindset that recognizes and respects the impact of ICU functions on our environment. It is expected that such a systems-based multi-stakeholder approach would pave the way for improved sustainability in critical care.


Intensive Care Units , Humans , Intensive Care Units/organization & administration , Intensive Care Units/trends , Critical Care/methods , Critical Care/trends , Sustainable Development/trends , Carbon Footprint , Hospitals/trends , Hospitals/standards , Texas
8.
Crit Care ; 28(1): 157, 2024 05 10.
Article En | MEDLINE | ID: mdl-38730306

PURPOSE: Invasive ventilation is a fundamental treatment in intensive care but its precise timing is difficult to determine. This study aims at assessing the effect of initiating invasive ventilation versus waiting, in patients with hypoxemic respiratory failure without immediate reason for intubation on one-year mortality. METHODS: Emulation of a target trial to estimate the benefit of immediately initiating invasive ventilation in hypoxemic respiratory failure, versus waiting, among patients within the first 48-h of hypoxemia. The eligible population included non-intubated patients with SpO2/FiO2 ≤ 200 and SpO2 ≤ 97%. The target trial was emulated using a single-center database (MIMIC-IV) which contains granular information about clinical status. The hourly probability to receive mechanical ventilation was continuously estimated. The hazard ratios for the primary outcome, one-year mortality, and the secondary outcome, 30-day mortality, were estimated using weighted Cox models with stabilized inverse probability weights used to adjust for measured confounding. RESULTS: 2996 Patients fulfilled the inclusion criteria of whom 792 were intubated within 48 h. Among the non-invasive support devices, the use of oxygen through facemask was the most common (75%). Compared to patients with the same probability of intubation but who were not intubated, intubation decreased the hazard of dying for the first year after ICU admission HR 0.81 (95% CI 0.68-0.96, p = 0.018). Intubation was associated with a 30-day mortality HR of 0.80 (95% CI 0.64-0.99, p = 0.046). CONCLUSION: The initiation of mechanical ventilation in patients with acute hypoxemic respiratory failure reduced the hazard of dying in this emulation of a target trial.


Respiration, Artificial , Respiratory Insufficiency , Humans , Male , Female , Respiratory Insufficiency/therapy , Respiratory Insufficiency/mortality , Middle Aged , Aged , Respiration, Artificial/methods , Respiration, Artificial/statistics & numerical data , Hypoxia/therapy , Hypoxia/mortality , Proportional Hazards Models , Time Factors , Intensive Care Units/organization & administration , Intensive Care Units/statistics & numerical data
9.
Crit Care ; 28(1): 156, 2024 05 10.
Article En | MEDLINE | ID: mdl-38730421

BACKGROUND: Current classification for acute kidney injury (AKI) in critically ill patients with sepsis relies only on its severity-measured by maximum creatinine which overlooks inherent complexities and longitudinal evaluation of this heterogenous syndrome. The role of classification of AKI based on early creatinine trajectories is unclear. METHODS: This retrospective study identified patients with Sepsis-3 who developed AKI within 48-h of intensive care unit admission using Medical Information Mart for Intensive Care-IV database. We used latent class mixed modelling to identify early creatinine trajectory-based classes of AKI in critically ill patients with sepsis. Our primary outcome was development of acute kidney disease (AKD). Secondary outcomes were composite of AKD or all-cause in-hospital mortality by day 7, and AKD or all-cause in-hospital mortality by hospital discharge. We used multivariable regression to assess impact of creatinine trajectory-based classification on outcomes, and eICU database for external validation. RESULTS: Among 4197 patients with AKI in critically ill patients with sepsis, we identified eight creatinine trajectory-based classes with distinct characteristics. Compared to the class with transient AKI, the class that showed severe AKI with mild improvement but persistence had highest adjusted risks for developing AKD (OR 5.16; 95% CI 2.87-9.24) and composite 7-day outcome (HR 4.51; 95% CI 2.69-7.56). The class that demonstrated late mild AKI with persistence and worsening had highest risks for developing composite hospital discharge outcome (HR 2.04; 95% CI 1.41-2.94). These associations were similar on external validation. CONCLUSIONS: These 8 classes of AKI in critically ill patients with sepsis, stratified by early creatinine trajectories, were good predictors for key outcomes in patients with AKI in critically ill patients with sepsis independent of their AKI staging.


Acute Kidney Injury , Creatinine , Critical Illness , Machine Learning , Sepsis , Humans , Acute Kidney Injury/blood , Acute Kidney Injury/diagnosis , Acute Kidney Injury/etiology , Acute Kidney Injury/classification , Male , Sepsis/blood , Sepsis/complications , Sepsis/classification , Female , Retrospective Studies , Creatinine/blood , Creatinine/analysis , Middle Aged , Aged , Machine Learning/trends , Intensive Care Units/statistics & numerical data , Intensive Care Units/organization & administration , Biomarkers/blood , Biomarkers/analysis , Hospital Mortality
10.
BMC Palliat Care ; 23(1): 125, 2024 May 21.
Article En | MEDLINE | ID: mdl-38769557

BACKGROUND: Few studies have evaluated the perceptions of healthcare providers in China regarding pediatric palliative care, particularly in critical care units (PICUs), where many children receive palliative care. To evaluate the knowledge, attitudes and practices of PICU personnel in China regarding pediatric palliative care. METHODS: This cross-sectional study was conducted in five cities in China (Shanghai, Suzhou, Chongqing, Chengdu and Yunnan) between November 2022 and December 2022. RESULTS: The analysis included 204 participants (122 females), with 158 nurses and 46 physicians. The average knowledge, attitude and practice scores were 9.75 ± 2.90 points (possible range, 0-13 points), 38.30 ± 3.80 points (possible range, 12-60 points) and 35.48 ± 5.72 points (possible range, 9-45 points), respectively. Knowledge score was higher for physicians than for nurses (P < 0.001) and for personnel with previous training in pediatric palliative care (P = 0.005). According to structural equation modelling knowledge had a direct positive effect on attitude (ß = 0.69 [0.28-1.10], p = 0.001), and indirect on practice (ß = 0.82 [0.36-1.28], p < 0.001); attitude had significant effect on practice as well (ß = 1.18 [0.81-1.56], p < 0.001). CONCLUSIONS: There is room for improvement in the knowledge, attitudes and practices of PICU personnel in China regarding pediatric palliative care. The findings of this study may facilitate the design and implementation of targeted education/training programs to better inform physicians and nurses in China about pediatric palliative care.


Health Knowledge, Attitudes, Practice , Palliative Care , Humans , Cross-Sectional Studies , Female , Male , Palliative Care/methods , Palliative Care/standards , Palliative Care/psychology , China , Adult , Surveys and Questionnaires , Middle Aged , Health Personnel/psychology , Health Personnel/statistics & numerical data , Attitude of Health Personnel , Intensive Care Units, Pediatric/organization & administration , Intensive Care Units, Pediatric/statistics & numerical data , Intensive Care Units/organization & administration , Pediatrics/methods , Pediatrics/standards
11.
Crit Care ; 28(1): 170, 2024 May 20.
Article En | MEDLINE | ID: mdl-38769582

AIMS AND SCOPE: The aim of this panel was to develop consensus recommendations on targeted temperature control (TTC) in patients with severe traumatic brain injury (TBI) and in patients with moderate TBI who deteriorate and require admission to the intensive care unit for intracranial pressure (ICP) management. METHODS: A group of 18 international neuro-intensive care experts in the acute management of TBI participated in a modified Delphi process. An online anonymised survey based on a systematic literature review was completed ahead of the meeting, before the group convened to explore the level of consensus on TTC following TBI. Outputs from the meeting were combined into a further anonymous online survey round to finalise recommendations. Thresholds of ≥ 16 out of 18 panel members in agreement (≥ 88%) for strong consensus and ≥ 14 out of 18 (≥ 78%) for moderate consensus were prospectively set for all statements. RESULTS: Strong consensus was reached on TTC being essential for high-quality TBI care. It was recommended that temperature should be monitored continuously, and that fever should be promptly identified and managed in patients perceived to be at risk of secondary brain injury. Controlled normothermia (36.0-37.5 °C) was strongly recommended as a therapeutic option to be considered in tier 1 and 2 of the Seattle International Severe Traumatic Brain Injury Consensus Conference ICP management protocol. Temperature control targets should be individualised based on the perceived risk of secondary brain injury and fever aetiology. CONCLUSIONS: Based on a modified Delphi expert consensus process, this report aims to inform on best practices for TTC delivery for patients following TBI, and to highlight areas of need for further research to improve clinical guidelines in this setting.


Brain Injuries, Traumatic , Consensus , Delphi Technique , Hypothermia, Induced , Humans , Brain Injuries, Traumatic/therapy , Brain Injuries, Traumatic/physiopathology , Brain Injuries, Traumatic/complications , Hypothermia, Induced/methods , Hypothermia, Induced/standards , Intensive Care Units/organization & administration , Intracranial Pressure/physiology , Surveys and Questionnaires
13.
Crit Care ; 28(1): 166, 2024 May 17.
Article En | MEDLINE | ID: mdl-38760833

BACKGROUND/PURPOSE: Non-resuscitation fluids constitute the majority of fluid administered for septic shock patients in the intensive care unit (ICU). This multicentre, randomized, feasibility trial was conducted to test the hypothesis that a restrictive protocol targeting non-resuscitation fluids reduces the overall volume administered compared with usual care. METHODS: Adults with septic shock in six Swedish ICUs were randomized within 12 h of ICU admission to receive either protocolized reduction of non-resuscitation fluids or usual care. The primary outcome was the total volume of fluid administered within three days of inclusion. RESULTS: Median (IQR) total volume of fluid in the first three days, was 6008 ml (interquartile range [IQR] 3960-8123) in the restrictive fluid group (n = 44), and 9765 ml (IQR 6804-12,401) in the control group (n = 48); corresponding to a Hodges-Lehmann median difference of 3560 ml [95% confidence interval 1614-5302]; p < 0.001). Outcome data on all-cause mortality, days alive and free of mechanical ventilation and acute kidney injury or ischemic events in the ICU within 90 days of inclusion were recorded in 98/98 (100%), 95/98 (98%) and 95/98 (98%) of participants respectively. Cognition and health-related quality of life at six months were recorded in 39/52 (75%) and 41/52 (79%) of surviving participants, respectively. Ninety out of 134 patients (67%) of eligible patients were randomized, and 15/98 (15%) of the participants experienced at least one protocol violation. CONCLUSION: Protocolized reduction of non-resuscitation fluids in patients with septic shock resulted in a large decrease in fluid administration compared with usual care. A trial using this design to test if reducing non-resuscitation fluids improves outcomes is feasible. TRIAL REGISTRATION: Clinicaltrials.gov, NCT05249088, 18 February 2022. https://clinicaltrials.gov/ct2/show/NCT05249088.


Feasibility Studies , Fluid Therapy , Intensive Care Units , Shock, Septic , Humans , Male , Shock, Septic/therapy , Shock, Septic/mortality , Female , Middle Aged , Fluid Therapy/methods , Fluid Therapy/standards , Aged , Intensive Care Units/organization & administration , Intensive Care Units/statistics & numerical data , Sweden
14.
BMJ Open Qual ; 13(2)2024 May 10.
Article En | MEDLINE | ID: mdl-38729753

Stress ulcer prophylaxis is started in the critical care unit to decrease the risk of upper gastrointestinal ulcers in critically ill persons and to decrease mortality caused by stress ulcer complications. Unfortunately, the drugs are often continued after recovery through discharge, paving the way for unnecessary polypharmacy. STUDY DESIGN: We conducted a retrospective cross-sectional study including patients admitted to the adult critical care unit and started on the stress ulcer prophylaxis with a proton pump inhibitor (PPI) or histamine receptor 2 blocker (H2 blocker) with an aim to determine the prevalence of inappropriate continuation at discharge and associated factors. RESULT: 3200 people were initiated on stress ulcer prophylaxis, and the medication was continued in 1666 patients upon discharge. Indication for long-term use was not found in 744 of 1666, with a 44% prevalence of inappropriate continuation. A statistically significant association was found with the following risk factors: discharge disposition (home vs other medical facilities, p=0.002), overall length of stay (more than 10 days vs less than or equal to 10 days, p<0.0001), mechanical ventilator use (p<0.001), number of days on a mechanical ventilator (more than 2 days vs less than or equal to 2 days, p<0.001) and class of stress ulcer prophylaxis drug used (H2 blocker vs PPI, p<0.001). CONCLUSION: The prevalence of inappropriate continuation was found to be higher than prior studies. Given the risk of unnecessary medication intake and the associated healthcare cost, a web-based quality improvement initiative is being considered.


Histamine H2 Antagonists , Patient Discharge , Peptic Ulcer , Proton Pump Inhibitors , Humans , Male , Retrospective Studies , Female , Cross-Sectional Studies , Middle Aged , Prevalence , Peptic Ulcer/prevention & control , Peptic Ulcer/epidemiology , Patient Discharge/statistics & numerical data , Patient Discharge/standards , Proton Pump Inhibitors/therapeutic use , Aged , Histamine H2 Antagonists/therapeutic use , Adult , Risk Factors , Anti-Ulcer Agents/therapeutic use , Intensive Care Units/statistics & numerical data , Intensive Care Units/organization & administration , Inappropriate Prescribing/statistics & numerical data , Inappropriate Prescribing/prevention & control
16.
Artif Intell Med ; 151: 102862, 2024 May.
Article En | MEDLINE | ID: mdl-38579437

We present a novel methodology for integrating high resolution longitudinal data with the dynamic prediction capabilities of survival models. The aim is two-fold: to improve the predictive power while maintaining the interpretability of the models. To go beyond the black box paradigm of artificial neural networks, we propose a parsimonious and robust semi-parametric approach (i.e., a landmarking competing risks model) that combines routinely collected low-resolution data with predictive features extracted from a convolutional neural network, that was trained on high resolution time-dependent information. We then use saliency maps to analyze and explain the extra predictive power of this model. To illustrate our methodology, we focus on healthcare-associated infections in patients admitted to an intensive care unit.


Intensive Care Units , Neural Networks, Computer , Humans , Intensive Care Units/organization & administration , Cross Infection
17.
Am J Crit Care ; 33(3): 218-225, 2024 May 01.
Article En | MEDLINE | ID: mdl-38688842

BACKGROUND: Intensive care unit (ICU) patients experience hypoglycemia at nearly 4 times the rate seen in non-ICU counterparts. Although inpatient hypoglycemia management relies on nurse-driven protocols, protocol adherence varies between institutions and units. OBJECTIVE: To compare hypoglycemia management between ICU and non-ICU patients in an institution with high adherence to a hypoglycemia protocol. METHODS: This secondary analysis used retrospective medical record data. Cases were ICU patients aged 18 years or older with at least 1 hypoglycemic event (blood glucose level < 70 mg/dL); non-ICU controls were matched by age within 10 years, sex, and comorbidities. Time from initial hypoglycemic blood glucose level to subsequent blood glucose recheck, number of interventions, time to normoglycemia, and number of spontaneous hypoglycemic events were compared between groups. RESULTS: The sample included 140 ICU patients and 280 non-ICU controls. Median time to blood glucose recheck did not differ significantly between groups (19 minutes for both groups). Difference in mean number of interventions before normoglycemia was statistically but not clinically significant (ICU, 1.12; non-ICU, 1.35; P < .001). Eighty-four percent of ICU patients and 86% of non-ICU patients returned to normoglycemia within 1 hour. Median time to normoglycemia was lower in ICU patients than non-ICU patients (21.5 vs 26 minutes; P = .01). About 25% of patients in both groups experienced a spontaneous hypoglycemic event. CONCLUSION: Adherence to nurse-driven hypoglycemia protocols can be equally effective in ICU and non-ICU patients. Further research is needed to determine protocol adherence barriers and patient characteristics that influence response to hypoglycemia interventions.


Blood Glucose , Critical Illness , Hypoglycemia , Intensive Care Units , Humans , Hypoglycemia/nursing , Male , Female , Retrospective Studies , Critical Illness/nursing , Middle Aged , Aged , Intensive Care Units/organization & administration , Blood Glucose/analysis , Adult , Guideline Adherence/statistics & numerical data , Critical Care Nursing/standards , Critical Care Nursing/methods
18.
Crit Care ; 28(1): 144, 2024 04 30.
Article En | MEDLINE | ID: mdl-38689372

BACKGROUND: Physical rehabilitation of critically ill patients is implemented to improve physical outcomes from an intensive care stay. However, before rehabilitation is implemented, a risk assessment is essential, based on robust safety data. To develop this information, a uniform definition of relevant adverse events is required. The assessment of cardiovascular stability is particularly relevant before physical activity as there is uncertainty over when it is safe to start rehabilitation with patients receiving vasoactive drugs. METHODS: A three-stage Delphi study was carried out to (a) define adverse events for a general ICU cohort, and (b) to define which risks should be assessed before physical rehabilitation of patients receiving vasoactive drugs. An international group of intensive care clinicians and clinician researchers took part. Former ICU patients and their family members/carers were involved in generating consensus for the definition of adverse events. Round one was an open round where participants gave their suggestions of what to include. In round two, participants rated their agreements with these suggestions using a five-point Likert scale; a 70% consensus agreement threshold was used. Round three was used to re-rate suggestions that had not reached consensus, whilst viewing anonymous feedback of participant ratings from round two. RESULTS: Twenty-four multi-professional ICU clinicians and clinician researchers from 10 countries across five continents were recruited. Average duration of ICU experience was 18 years (standard deviation 8) and 61% had publications related to ICU rehabilitation. For the adverse event definition, five former ICU patients and one patient relative were recruited. The Delphi process had a 97% response rate. Firstly, 54 adverse events reached consensus; an adverse event tool was created and informed by these events. Secondly, 50 risk factors requiring assessment before physical rehabilitation of patients receiving vasoactive drugs reached consensus. A second tool was created, informed by these suggestions. CONCLUSIONS: The adverse event tool can be used in studies of physical rehabilitation to ensure uniform measurement of safety. The risk assessment tool can be used to inform clinical practise when risk assessing when to start rehabilitation with patients receiving vasoactive drugs. Trial registration This study protocol was retrospectively registered on https://www.researchregistry.com/ (researchregistry2991).


Critical Illness , Delphi Technique , Intensive Care Units , Humans , Critical Illness/rehabilitation , Intensive Care Units/organization & administration , Intensive Care Units/statistics & numerical data , Female , Male , Risk Assessment/methods , Risk Assessment/standards , Adult
19.
Heart Lung ; 66: 37-45, 2024.
Article En | MEDLINE | ID: mdl-38574598

BACKGROUND: The presence of family members in an isolated ICU during an isolation disease outbreak is restricted by hospital policies because of the infectious risk. This can be overcome by conferring to family members the skill and the ability to safely don and doff the personal protective equipment (PPE) through a nurse-led training intervention and assess their satisfaction, to respond to the need to define a safe, effective and quality care pathway focused on Family-Centered Care (FCC) principles. OBJECTIVE: the study aimed to build a valid and reliable instrument for clinical practice to assess family members' satisfaction to allow ICU nurses to restore family integrity in any case of infectious disease outbreak that requires isolation. METHODS: A cross-sectional study was conducted to test the psychometric properties. The questionnaire was constructed based on a literature review on the needs of family members in the ICU. 76 family members were admitted to a COVID-ICU. Cronbach's coefficient, Geomin rotated loading, and EFA were applied to assess the reliability and validity of the instrument. RESULTS: The Kaiser-Mayer-Olkin (KMO) measure was 0.662, the Bartlett sphericity test showed a significant p-value (χ²=448.33; df=45; p < 0.01), Cronbach's alpha coefficient was.896. A further CFA analysis confirmed that all fit indices were acceptable. The results showed satisfactory validity and reliability, which could be generalized and extended to any outbreak of isolation disease. CONCLUSIONS: This study provides a valid and reliable instrument for clinical practice to maintain family integrity in the dyadic relationship between the patient and the family member, even during an emergency infectious disease outbreak that requires isolation.


COVID-19 , Disease Outbreaks , Family , Intensive Care Units , Psychometrics , Humans , Male , Family/psychology , Female , Intensive Care Units/organization & administration , Cross-Sectional Studies , COVID-19/epidemiology , COVID-19/prevention & control , Surveys and Questionnaires , Reproducibility of Results , Middle Aged , Adult , Psychometrics/methods , Psychometrics/instrumentation , Disease Outbreaks/prevention & control , Patient Isolation/psychology , SARS-CoV-2 , Personal Satisfaction
20.
J Tissue Viability ; 33(2): 269-274, 2024 May.
Article En | MEDLINE | ID: mdl-38604926

AIM: This study aimed to examine the difficulties and obstacles experienced by nurses working in intensive care units during the prevention and care of pressure injuries (ulcers). MATERIALS AND METHODS: A descriptive phenomenological study was designed, involving 13 nurses working in the intensive care unit of a hospital in Turkey. The data were collected through face-to-face interviews. The data were analyzed using thematic analysis. The findings were reported according to the Consolidated Criteria for Reporting Qualitative Studies criteria. RESULTS: Through the data analysis, an overall theme "Prevention and Care of Pressure Injuries" and three main themes, namely "Obstacles Encountered", "Impacts on The Nurses", and "Needs and Recommendations" were identified. CONCLUSION: This study identified institution-related issues (lack of resources, managers' attitudes, etc.), as well as lack of knowledge and training prevent the effective management of pressure injuries in intensive care units. The development of pressure injuries emotionally and professionally affects nurses. The primary needs of nurses were found to be equipment and material support, personnel training, positive attitudes of institution managers, and the establishment of a wound care unit within the hospital. The following recommendations were made based on the obtained findings: practical training should be given to all intensive care unit teams based on the latest information, modern, practical, diverse, and sufficient amount of equipment for pressure injuries should be provided, personnel shortage should be eliminated, institution managers should exhibit solution-oriented attitudes toward nurses rather than accusatory approaches, and a wound care unit should be established within the hospital. This study was limited to the nurses working in the ICU of a state hospital in Turkey. Since the study was carried out in a single hospital and due to the personal characteristics of the participants, the findings cannot be generalized to all ICU nurses and healthcare institutions.


Intensive Care Units , Pressure Ulcer , Qualitative Research , Humans , Pressure Ulcer/prevention & control , Pressure Ulcer/nursing , Intensive Care Units/organization & administration , Turkey , Adult , Female , Male , Nurses/psychology , Nurses/statistics & numerical data , Attitude of Health Personnel , Interviews as Topic/methods , Middle Aged
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