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Le Lagadec MD, Dwyer T, Browne M. Indicators of patient deterioration in poorly resourced private hospitals: Which vital sign to watch? A retrospective case-control study. Aust Crit Care 2024; 37:461-467. [PMID: 37391286 DOI: 10.1016/j.aucc.2023.05.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2022] [Revised: 05/26/2023] [Accepted: 05/27/2023] [Indexed: 07/02/2023] Open
Abstract
BACKGROUND Patient vital signs are a measure of wellness if monitored regularly and accurately. Staff shortages in poorly resourced regional hospitals often result in inadequate patient monitoring, putting patients at risk of undetected deterioration. OBJECTIVE This study aims to explore the pattern and completeness of vital sign monitoring and the contribution of each vital sign in predicting clinical deterioration events in resource-poor regional/rural hospitals. METHOD Using a retrospective case-control study design, we compared 24 h of vital sign data from deteriorating and nondeteriorating patients from two poorly-resourced regional hospitals. Descriptive statistics, t-tests, and analysis of variance are used to compare patient-monitoring frequency and completeness. The contribution of each vital sign in predicting patient deterioration was determined using the Area Under the Receiver Operator Characteristic curve and binary logistical regression analysis. RESULTS Deteriorating patients were monitored more frequently (9.58 [7.02] times) in the 24-h period than nondeteriorating patients (4.93 [2.66] times). However, the completeness of vital sign documentation was higher in nondeteriorating (85.2%) than in deteriorating patients (57.7%). Body temperature was the most frequently omitted vital sign. Patient deterioration was positively linked to the frequency of abnormal vital signs and the number of abnormal vital signs per set (Area Under the Receiver Operator Characteristic curve: 0.872 and 0.867, respectively). No single vital sign strongly predicts patient outcomes. However, a supplementary oxygen value of >3 L/min and a heart rate of >139 beats/min were the best predictors of patient deterioration. CONCLUSION Given the poor resourcing and often geographical remoteness of small regional hospitals, it is prudent that the nursing staff are made aware of the vital signs that best indicate deterioration for the cohort of patients in their care. Tachycardic patients on supplementary oxygen are at high risk of deterioration.
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Affiliation(s)
- Marie Danielle Le Lagadec
- School of Nursing, Midwifery and Social Sciences, Central Queensland, University, 6 University Dr, Branyan, Bundaberg, Queensland, 4670, Australia.
| | - Trudy Dwyer
- School of Nursing, Midwifery and Social Sciences, Central Queensland, University, 554-700 Yaamba Rd, Norman Gardens Rockhampton, Queensland, 4701, Australia.
| | - Matthew Browne
- School of Health, Medical and Applied Sciences Central Queensland, University, 6 University Dr, Branyan, Bundaberg Queensland, 4670, Australia.
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Bourke SL, McKenna L, Cooper S, Lam L. Contextual determinants impacting final year nursing students' emergency team communication during deteriorating patient simulations: A grounded theory study. Nurse Educ Today 2024; 138:106183. [PMID: 38554566 DOI: 10.1016/j.nedt.2024.106183] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Revised: 03/07/2024] [Accepted: 03/21/2024] [Indexed: 04/01/2024]
Abstract
BACKGROUND Ability to focus on development of students' team communication and non-technical skills may be reduced in content saturated nursing curricula. Even when communication and simulation-based education is provided, students' utilisation of non-technical skills remains challenging. Although simulation is a recognised means to learn communication skills, little is known about nursing students' team communication in simulated settings. OBJECTIVE To understand the process by which final year undergraduate nursing students communicate in simulated team emergencies. DESIGN Using constructivist grounded theory, data was collected using semi-structured interviews and student observations and analysed using constant comparative analysis. SETTING Simulation laboratories in one university nursing school in Australia. PARTICIPANTS 21 final year nursing students in seven teams. METHODS Data were gathered from interviews and video observations of final year nursing students during simulated team emergencies. RESULTS Interview data and observations of video-recordings revealed contextual determinants that influence communication within teams: the simulation context, the student context and the team context. Team member characteristics, such as cultural and linguistic background, life experiences, gender and age, the ability to shift from leadership to followership as well as environmental factors such as mask wearing and simulation fidelity, contributed to uncertainty in communicating that nursing team effectiveness. CONCLUSIONS Improvement of contextual conditions necessitates implementation of supportive strategies. These include development of educational initiatives, and further research in experiential learning as a modality for learners to experience team communication. Further, simulation context, student context and team context are important considerations. Meeting clinical communication learning needs of students allows better preparation to care for deteriorating patients as graduates.
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Affiliation(s)
- Sharon L Bourke
- School of Nursing and Midwifery, La Trobe University, Bundoora, VIC 3086, Australia.
| | - Lisa McKenna
- School of Nursing and Midwifery, La Trobe University, Bundoora, VIC 3086, Australia.
| | - Simon Cooper
- The Health Innovation and Transformation Centre (HITC), Institute of Health and Wellbeing, Federation University Australia, Berwick Campus, Clyde Road, Berwick, Victoria, Australia.
| | - Louisa Lam
- School of Nursing, Midwifery and Paramedicine (VIC), Faculty of Health Sciences, Australian Catholic University, Victoria Parade, Fitzroy, VIC 3065, Australia.
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3
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Martinez K, Aronson B. Development and evaluation of a sepsis simulation with undergraduate nursing students. Nurse Educ Today 2024; 132:106031. [PMID: 37979244 DOI: 10.1016/j.nedt.2023.106031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/21/2022] [Revised: 10/13/2023] [Accepted: 11/05/2023] [Indexed: 11/20/2023]
Abstract
BACKGROUND In 2016, the Centers for Disease Control found that more than 1.5 million people develop sepsis each year and about 250,000 Americans die from it. Early identification and treatment of sepsis can decrease mortality and morbidity, yet studies have shown student nurses are not prepared to rescue deteriorating patients. METHOD The purpose of this pilot study was to create and test a response to rescue simulation for use with undergraduate nursing students. The simulation depicted a patient deteriorating from sepsis. The Martinez Sepsis Competency Evaluation Tool (MSCET) developed to rate student behaviors during the simulation. Promoting Excellence and Reflective Learning in Simulation (PEARLS) debriefing model was used post simulation. RESULTS The overall content validity of the MSCET was 0.88. Each item that scored a I-CVI of 0.78 or less were revised. The total percentage of behaviors met was 68 %. The inter-rater reliability of the MSCET conciseness was 0.47 (X = 67.508, df = 48, p ≤ .05). CONCLUSION The results indicate the simulation based experience was effective in preparing students to care for patients with early signs of sepsis. Students were complimentary about the experience, and preliminary data on the MSCET psychometrics were positive. Limitations of the study and recommendations for further revision of the simulation were made.
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Affiliation(s)
- Kelly Martinez
- Southern Connecticut State University, College of Health and Human Services, Department of Nursing, 501 Crescent Street, New Haven, CT 06515, United States of America.
| | - Barbara Aronson
- Southern Connecticut State University, College of Health and Human Services, Department of Nursing, 501 Crescent Street, New Haven, CT 06515, United States of America
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McCarthy PD, Street M, Sprogis SK, Considine J. The patient experience of a medical emergency team review: A convergent mixed-methods study. Aust Crit Care 2023; 36:254-61. [PMID: 35177341 DOI: 10.1016/j.aucc.2021.12.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2021] [Revised: 12/21/2021] [Accepted: 12/21/2021] [Indexed: 11/23/2022] Open
Abstract
AIMS The aim of this study was to explore clinician-patient engagement during, and patient experience of, medical emergency team (MET) reviews. DESIGN This study involved a convergent mixed-methods design. METHODS This three-phase study was conducted at two hospitals of one Australian health service. Reviews by the MET were observed for clinician-patient engagement behaviours; medical records were audited to confirm patient demographics and clinical characteristics; and patients who received a MET review were interviewed. Quantitative data were analysed using descriptive statistics, and thematic analysis of qualitative interview data was conducted. RESULTS In total, 26 MET reviews were observed for 22 patients (median age = 81.5 years and 68.2% females). Between 8 and 13 clinicians and other staff members were present during each review, with a total of 209 clinicians present during the 26 reviews. Clinicians were not observed to speak directly or indirectly to the patient about their care in 38.5% (n = 10/26) of the MET reviews, and 58.3% (n = 56/96) of interventions were performed without explanation. Four themes were identified from the interviews: An unexpected event; A lack of understanding; In good hands, and What happens next? CONCLUSION Clinician-patient engagement was infrequent during and after MET reviews. Patients experienced surprise from the sudden arrival of clinicians in their room and had poor levels of understanding about the review. However, most patients felt supported and safe. MET reviews are frequent safety-critical events, and this study identified the patient experience of these events. Clinicians should be aware that patients expressed they were surprised and shocked by the review and that an explanation of what was being done by the clinical team was rarely offered. These findings can be used to inform strategies to improve their patient-engagement behaviours and patient-centred care.
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Dresser S, Teel C, Peltzer J. Frontline Nurses' clinical judgment in recognizing, understanding, and responding to patient deterioration: A qualitative study. Int J Nurs Stud 2023; 139:104436. [PMID: 36731308 DOI: 10.1016/j.ijnurstu.2023.104436] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2022] [Revised: 01/06/2023] [Accepted: 01/07/2023] [Indexed: 01/15/2023]
Abstract
BACKGROUND Early warning systems and rapid response teams have been widely implemented in hospitals worldwide to facilitate early recognition and response to patient deterioration. Unfortunately, evidence suggests that these interventions have made little impact on unexpected cardiac or respiratory arrest, hospital mortality, unplanned admission to intensive care units, or hospital length of stay. These programs depend on nurses recognizing at risk patients and initiating a timely response. Although physiologic abnormalities commonly precede serious adverse events, nurses often fail to recognize or respond effectively. Clinical judgment is a critical component in the effective response to deterioration, yet little is known about factors that influence nurses' clinical judgment in these situations. Noticing, interpreting, and responding are aspects of clinical judgment and are essential to preventing further patient deterioration and serious adverse events. OBJECTIVE To describe medical-surgical nurses' perceptions of factors that influenced their clinical judgment in situations of patient deterioration. DESIGN A qualitative descriptive design using individual, semi-structured interviews. Tanner's Clinical Judgment Model served as the framework for interview questions and data analysis. PARTICIPANTS A purposive sample of 20 medical-surgical registered nurses were recruited from 10 adult medical-surgical units at an academic medical center hospital in the United States. METHODS Telephone interviews occurred between March and July 2018. A directed approach to content analysis was used to code the transcribed data and identify themes. RESULTS Eight themes related to each aspect of clinical judgment emerged from the analysis: Knowing the patient, Experience matters, Lots of small points where the system can fail, Making sense of the data, Something doesn't go together, Caught in the middle, Culture of teamwork, and Increased nursing workload. An overarching theme was Nurses' keen sense of responsibility. Findings revealed that factors within the nurse, the patient, and the work environment influence each component of noticing, interpreting, and initiating an effective response to deteriorating patients. CONCLUSIONS Findings have implications for health care systems regarding interventions to support timely recognition and response to deterioration. Nurses' clinical judgment and factors that influence each aspect (noticing, interpreting, and responding) should be a key consideration in organizational efforts to improve the overall response to patient deterioration. Research is needed to enhance understanding of the contextual factors that impact nurses' clinical judgment to inform interventions to support timely recognition and response.
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Ullah E, Albrett J, Khan O, Matthews C, Perry I, GholamHosseini H, Lu J. Workload involved in vital signs-based monitoring & responding to deteriorating patients: A single site experience from a regional New Zealand hospital. Heliyon 2022; 8:e10955. [PMID: 36254295 DOI: 10.1016/j.heliyon.2022.e10955] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2022] [Revised: 02/17/2022] [Accepted: 09/29/2022] [Indexed: 11/05/2022] Open
Abstract
Objective This study aimed to quantify the workload involved in patient monitoring by vital signs and early warning scores (EWS), and the time spent by a rapid response team locally known as the Patient-at-Risk (PaR) team in responding to deteriorating patients. Methods The workload involved in the measurement and the documentation of vital signs and EWS was quantified by time and motion study using electronic stopwatch application in 167 complete sets of vital signs observations taken by nursing staff on general hospital wards at Taranaki Base Hospital, New Plymouth, New Zealand. The workload involved in responding to deteriorating patients was measured by the PaR team in real-time and recorded in an electronic logbook specifically designed for this purpose. Dependent variables were studied using analysis of variance (ANOVA), post hoc Tukey, Kruskal Wallis test, Mann-Whitney test and correlation tests. Results The mean time to measure and record a complete set of vital signs including interruptions was 4:18 (95% CI: 4:07–4:28) minutes. After excluding interruptions, the mean time taken to measure and record a set of vital signs was 3:24 (95% CI: 3:15–3:33) minutes. We found no statistical difference between the observer, location of the patient, staff characteristics or experience and patient characteristics. PaR nurses' mean time to provide rapid response was 47:36 (95% CI: 44:57–50:15) minutes. Significantly more time was spent on patients having severe degrees of deterioration (higher EWS) < 0.001. No statistical difference was observed between ward specialty, and nursing shifts. Conclusions Patient monitoring and response to deterioration consumed considerable time. Time spent in monitoring was not affected by independent and random factors studied; however, time spent on the response was greater when patients had higher degrees of deterioration.
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McGrath SP, MacKenzie T, Perreard I, Blike G. Characterizing rescue performance in a tertiary care medical center: a systems approach to provide management decision support. BMC Health Serv Res 2021; 21:843. [PMID: 34416882 PMCID: PMC8379722 DOI: 10.1186/s12913-021-06855-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2021] [Accepted: 07/31/2021] [Indexed: 11/11/2022] Open
Abstract
Background Allocation of limited resources to improve quality, patient safety, and outcomes is a decision-making challenge health care leaders face every day. While much valuable health care management research has concentrated on administrative data analysis, this approach often falls short of providing actionable information essential for effective management of specific system implementations and complex systems. This comprehensive performance analysis of a hospital-wide system illustrates application of various analysis approaches to support understanding specific system behaviors and identify leverage points for improvement. The study focuses on performance of a hospital rescue system supporting early recognition and response to patient deterioration, which is essential to reduce preventable inpatient deaths. Methods Retrospective analysis of tertiary care hospital inpatient and rescue data was conducted using a systems analysis approach to characterize: patient demographics; rescue activation types and locations; temporal patterns of activation; and associations of patient factors, including complications, with post-rescue care disposition and outcomes. Results Increases in bedside consultations (20% per year) were found with increased rescue activations during periods of resource limitations and changes (e.g., shift changes, weekends). Cardiac arrest, respiratory failure, and sepsis complications present the highest risk for rescue and death. Distributions of incidence of rescue and death by day of patient stay may suggest opportunities for earlier recognition. Conclusions Specific findings highlight the potential of using rescue-related risk and targeted resource deployment strategies to improve early detection of deterioration. The approach and methods applied can be used by other institutions to understand performance and allow rational incremental improvements to complex care delivery systems. Supplementary Information The online version contains supplementary material available at 10.1186/s12913-021-06855-w.
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Affiliation(s)
- Susan P McGrath
- Analytics Institute, Dartmouth-Hitchcock Health, Lebanon, NH, 03756, USA.
| | - Todd MacKenzie
- Department of Biomedical Data Science, Dartmouth College, Hanover, NH, 03755, USA
| | - Irina Perreard
- Analytics Institute, Dartmouth-Hitchcock Health, Lebanon, NH, 03756, USA
| | - George Blike
- Department of Anesthesiology, Dartmouth-Hitchcock Health, Lebanon, NH, 03756, USA
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Kinsman L, Cooper S, Champion R, Kim JA, Boyle J, Cameron A, Cant RP, Chung C, Connell C, Evans L, McInnes D, McKay A, Norman L, Penz E, Rana M, Rotter T. The impact of web-based and face-to-face simulation education programs on nurses' response to patient deterioration: A multi-site interrupted time series study. Nurse Educ Today 2021; 102:104939. [PMID: 33934038 DOI: 10.1016/j.nedt.2021.104939] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/15/2019] [Revised: 12/13/2020] [Accepted: 04/19/2021] [Indexed: 06/12/2023]
Abstract
BACKGROUND Nurses' response to patient deterioration in acute hospital wards is a priority issue. Simulation education programs improve nurses' knowledge and confidence, but the translation into better care is largely unknown for both web based (WB) and face to face (F2F) simulation programs. AIM To measure the impact of simulation education on nurses' response to patient deterioration in acute medical ward settings, and to compare the impact of WB and F2F versions. DESIGN An interrupted time series, non-randomised trial across four medical wards in Victoria, Australia. Wards were allocated to either web-based or face-to-face versions of the same simulation program, FIRST2ACT. Interrupted time series measurement for six fortnights both before and after the intervention were used to measure and compare responses to deterioration. Responses to patient deterioration were extracted from medical records and grouped into outcomes for escalation (e.g. initiation of clinical review), assessment and observation (e.g. increased recording of vital signs, conscious state and pain scores) and clinical interventions (e.g. oxygen administration). RESULTS 126 nurses (89%) participated across the four wards. 946 patient records (506 in the F2F; 440 in the WB group) were included in analyses. There were significant and sustained improvements between pre and post samples in outcomes for escalation (13.0% to 28.8%; p = 0.000) and assessment and observation (conscious state recorded increased from 91.1% to 100%; p = 0.000, and pain score recorded increased from 97.8% to 99.8%; p = 0.000). There were no differences between the web-based and face-to-face groups except in appropriate oxygen application which increased by 7.7% in the F2F group and decreased by 11.8% in the WB group (p = 0.046). CONCLUSIONS There was a significant improvement in nurses' response to patient deterioration following both versions of simulation, indicating that both have a role to play in supporting nurses' response to patient deterioration.
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Affiliation(s)
- Leigh Kinsman
- School of Nursing and Midwifery, University of Newcastle, Port Macquarie Base Hospital, Port Macquarie, NSW 2444, Australia.
| | - Simon Cooper
- Federation University Australia, Northways Rd., Churchill, VIC 3842, Australia.
| | | | - Jeong-Ah Kim
- Federation University Australia, University Drive, Mt Helen, VIC 3350, Australia.
| | - Jayne Boyle
- St John of God Health Care, Bendigo, PO Box 478, Bendigo, Victoria 3350, Australia.
| | - Amanda Cameron
- Latrobe Regional Hospital, 10 Village Ave, Traralgon, VIC 3844, Australia.
| | - Robyn P Cant
- Federation University Australia, Northways Rd., Churchill, VIC 3842, Australia.
| | - Catherine Chung
- Federation University Australia, Northways Rd., Churchill, VIC 3842, Australia.
| | - Cliff Connell
- Monash University, Room E2.31, Building E, Peninsula Campus, McMahons Road, Frankston, P O Box 527, Frankston, VIC, Australia.
| | - Lisa Evans
- St John of God Health Care Berwick, Gibb St, Berwick, Victoria 3806, Australia.
| | - Denise McInnes
- Central Gippsland Health Service, 155 Guthridge Parade, Sale, VIC 3850, Australia.
| | - Angela McKay
- University of Tasmania, Locked Bag 1322, Launceston, TAS 7250, Australia.
| | - Lisa Norman
- St John of God Health Care Berwick, Gibb St, Berwick, Victoria 3806, Australia.
| | - Erika Penz
- Division of Respirology, Critical Care and Sleep Medicine, University of Saskatchewan, Canada.
| | - Masud Rana
- Division of Respirology, Critical Care and Sleep Medicine, University of Saskatchewan, Canada.
| | - Thomas Rotter
- Healthcare Quality Programs, Queens' University, Kingston, Canada.
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Iqbal FM, Joshi M, Davies G, Khan S, Ashrafian H, Darzi A. The pilot, proof of concept REMOTE-COVID trial: remote monitoring use in suspected cases of COVID-19 (SARS-CoV 2). BMC Public Health 2021; 21:638. [PMID: 33794832 PMCID: PMC8013165 DOI: 10.1186/s12889-021-10660-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2020] [Accepted: 03/18/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND SARS-CoV-2 has ever-increasing attributed deaths. Vital sign trends are routinely used to monitor patients with changes in these parameters preceding an adverse event. Wearable sensors can measure vital signs continuously and remotely, outside of hospital facilities, recognising early clinical deterioration. We aim to determine the feasibility & acceptability of remote monitoring systems for quarantined individuals in a hotel suspected of COVID-19. METHODS A pilot, proof-of-concept, feasibility trial was conducted in engineered hotels near London airports (May-June 2020). Individuals arriving to London with mild suspected COVID-19 symptoms requiring quarantine, as recommended by Public Health England, or healthcare professionals with COVID-19 symptoms unable to isolate at home were eligible. The SensiumVitals™ patch, measuring temperature, heart & respiratory rates, was applied on arrival for the duration of their stay. Alerts were generated when pre-established thresholds were breeched; trained nursing staff could consequently intervene. RESULTS Fourteen individuals (M = 7, F = 7) were recruited; the mean age was 34.9 (SD 11) years. Mean length of stay was 3 (SD 1.8) days. In total, 10 vital alerts were generated across 4 participants, resulting in telephone contact, reassurance, or adjustment of the sensor. No individuals required hospitalisation or virtual general practitioner review. DISCUSSION This proof-of-concept trial demonstrated the feasibility of a rapidly implemented model of healthcare delivery through remote monitoring during a pandemic at a hotel, acting as an extension to a healthcare trust. Benefits included reduced viral exposure to healthcare staff, with recognition of clinical deterioration through ambulatory, continuous, remote monitoring using a discrete wearable sensor. CONCLUSION Remote monitoring systems can be applied to hotels to deliver healthcare safely in individuals suspected of COVID-19. Further work is required to evaluate this model on a larger scale. TRIAL REGISTRATION Clinical trials registration information: ClinicalTrials.gov Identifier: NCT04337489 (07/04/2020).
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Affiliation(s)
- Fahad Mujtaba Iqbal
- Division of Surgery & Cancer, 10th Floor Queen Elizabeth the Queen Mother Wing (QEQM) St Mary's Campus, London, W2 1NY, UK.
| | - Meera Joshi
- Division of Surgery & Cancer, 10th Floor Queen Elizabeth the Queen Mother Wing (QEQM) St Mary's Campus, London, W2 1NY, UK
| | - Gary Davies
- West Middlesex University Hospital, Twickenham Road, London, TW7 6AF, UK
| | - Sadia Khan
- West Middlesex University Hospital, Twickenham Road, London, TW7 6AF, UK
| | - Hutan Ashrafian
- Division of Surgery & Cancer, 10th Floor Queen Elizabeth the Queen Mother Wing (QEQM) St Mary's Campus, London, W2 1NY, UK
| | - Ara Darzi
- Division of Surgery & Cancer, 10th Floor Queen Elizabeth the Queen Mother Wing (QEQM) St Mary's Campus, London, W2 1NY, UK
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Iqbal FM, Joshi M, Davies G, Khan S, Ashrafian H, Darzi A. Design of the pilot, proof of concept REMOTE-COVID trial: remote monitoring use in suspected cases of COVID-19 (SARS-CoV-2). Pilot Feasibility Stud 2021; 7:62. [PMID: 33673868 PMCID: PMC7933391 DOI: 10.1186/s40814-021-00804-4] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Accepted: 02/22/2021] [Indexed: 01/10/2023] Open
Abstract
Background The outbreak of SARS-CoV-2 (coronavirus, COVID-19), declared a pandemic by the World Health Organization (WHO), is a global health problem with ever-increasing attributed deaths. Vital sign trends are routinely used to monitor patients with changes in these parameters often preceding an adverse event. Wearable sensors can measure vital signs continuously (e.g. heart rate, respiratory rate, temperature) remotely and can be utilised to recognise early clinical deterioration. Methods We describe the protocol for a pilot, proof-of-concept, observational study to be conducted in an engineered hotel near London airports, UK. The study is set to continue for the duration of the pandemic. Individuals arriving to London with mild symptoms suggestive of COVID-19 or returning from high-risk areas requiring quarantine, as recommended by the Public Health England, or healthcare professionals with symptoms suggestive of COVID-19 unable to isolate at home will be eligible for a wearable patch to be applied for the duration of their stay. Notifications will be generated should deterioration be detected through the sensor and displayed on a central monitoring hub viewed by nursing staff, allowing for trend deterioration to be noted. The primary objective is to determine the feasibility of remote monitoring systems in detecting clinical deterioration for quarantined individuals in a hotel. Discussion This trial should prove the feasibility of a rapidly implemented model of healthcare delivery through remote monitoring during a global pandemic at a hotel, acting as an extension to a healthcare trust. Potential benefits would include reducing infection risk of COVID-19 to healthcare staff, with earlier recognition of clinical deterioration through ambulatory, continuous, remote monitoring using a discrete wearable sensor. We hope our results can power future, robust randomised trials. Trial registration ClinicalTrials.gov Identifier: NCT04337489.
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Affiliation(s)
- Fahad Mujtaba Iqbal
- Division of Surgery & Cancer, St Mary's Hospital, 10th Floor Queen Elizabeth the Queen Mother Wing (QEQM) St Mary's Campus, London, W2 1NY, UK.
| | - Meera Joshi
- Division of Surgery & Cancer, St Mary's Hospital, 10th Floor Queen Elizabeth the Queen Mother Wing (QEQM) St Mary's Campus, London, W2 1NY, UK
| | - Gary Davies
- West Middlesex University Hospital, Twickenham Road, Isleworth, TW7 6AF, UK
| | - Sadia Khan
- West Middlesex University Hospital, Twickenham Road, Isleworth, TW7 6AF, UK
| | - Hutan Ashrafian
- Division of Surgery & Cancer, St Mary's Hospital, 10th Floor Queen Elizabeth the Queen Mother Wing (QEQM) St Mary's Campus, London, W2 1NY, UK
| | - Ara Darzi
- Division of Surgery & Cancer, St Mary's Hospital, 10th Floor Queen Elizabeth the Queen Mother Wing (QEQM) St Mary's Campus, London, W2 1NY, UK
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Gillies CE, Taylor DF, Cummings BC, Ansari S, Islim F, Kronick SL, Medlin RP, Ward KR. Demonstrating the consequences of learning missingness patterns in early warning systems for preventative health care: A novel simulation and solution. J Biomed Inform 2020; 110:103528. [PMID: 32795506 DOI: 10.1016/j.jbi.2020.103528] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2020] [Revised: 05/20/2020] [Accepted: 08/03/2020] [Indexed: 01/04/2023]
Abstract
When using tree-based methods to develop predictive analytics and early warning systems for preventive healthcare, it is important to use an appropriate imputation method to prevent learning the missingness pattern. To demonstrate this, we developed a novel simulation that generated synthetic electronic health record data using a variational autoencoder with a custom loss function, which took into account the high missing rate of electronic health data. We showed that when tree-based methods learn missingness patterns (correlated with adverse events) in electronic health record data, this leads to decreased performance if the system is used in a new setting that has different missingness patterns. Performance is worst in this scenario when the missing rate between those with and without an adverse event is the greatest. We found that randomized and Bayesian regression imputation methods mitigate the issue of learning the missingness pattern for tree-based methods. We used this information to build a novel early warning system for predicting patient deterioration in general wards and telemetry units: PICTURE (Predicting Intensive Care Transfers and other UnfoReseen Events). To develop, tune, and test PICTURE, we used labs and vital signs from electronic health records of adult patients over four years (n = 133,089 encounters). We analyzed primary outcomes of unplanned intensive care unit transfer, emergency vasoactive medication administration, cardiac arrest, and death. We compared PICTURE with existing early warning systems and logistic regression at multiple levels of granularity. When analyzing PICTURE on the testing set using all observations within a hospital encounter (event rate = 3.4%), PICTURE had an area under the receiver operating characteristic curve (AUROC) of 0.83 and an adjusted (event rate = 4%) area under the precision-recall curve (AUPR) of 0.27, while the next best tested method-regularized logistic regression-had an AUROC of 0.80 and an adjusted AUPR of 0.22. To ensure system interpretability, we applied a state-of-the-art prediction explainer that provided a ranked list of features contributing most to the prediction. Though it is currently difficult to compare machine learning-based early warning systems, a rudimentary comparison with published scores demonstrated that PICTURE is on par with state-of-the-art machine learning systems. To facilitate more robust comparisons and development of early warning systems in the future, we have released our variational autoencoder's code and weights so researchers can (a) test their models on data similar to our institution and (b) make their own synthetic datasets.
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Affiliation(s)
- Christopher E Gillies
- Department of Emergency Medicine, United States; Michigan Center for Integrative Research in Critical Care (MCIRCC), United States; Michigan Institute for Data Science (MIDAS), University of Michigan, Ann Arbor, United States.
| | - Daniel F Taylor
- Department of Emergency Medicine, United States; Michigan Center for Integrative Research in Critical Care (MCIRCC), United States
| | - Brandon C Cummings
- Department of Emergency Medicine, United States; Michigan Center for Integrative Research in Critical Care (MCIRCC), United States
| | - Sardar Ansari
- Department of Emergency Medicine, United States; Michigan Center for Integrative Research in Critical Care (MCIRCC), United States
| | - Fadi Islim
- School of Nursing, United States; Michigan Dialysis Services, Canton, MI, United States; Michigan Center for Integrative Research in Critical Care (MCIRCC), United States
| | - Steven L Kronick
- Department of Emergency Medicine, United States; Michigan Center for Integrative Research in Critical Care (MCIRCC), United States
| | - Richard P Medlin
- Department of Emergency Medicine, United States; Michigan Center for Integrative Research in Critical Care (MCIRCC), United States
| | - Kevin R Ward
- Department of Emergency Medicine, United States; Department of Biomedical Engineering, United States; Michigan Center for Integrative Research in Critical Care (MCIRCC), United States; Michigan Institute for Data Science (MIDAS), University of Michigan, Ann Arbor, United States
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12
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Duff B, El Haddad M, Gooch R. Evaluation of nurses' experiences of a post education program promoting recognition and response to patient deterioration: Phase 2, clinical coach support in practice. Nurse Educ Pract 2020; 46:102835. [PMID: 32778370 DOI: 10.1016/j.nepr.2020.102835] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2019] [Revised: 11/19/2019] [Accepted: 07/02/2020] [Indexed: 11/23/2022]
Abstract
Front-line nurses providing around the clock care are pivotal to the identification, recognition, and response to patient deterioration. However, there is growing evidence that patient deterioration indicators are poorly managed and not escalated to rapid response teams (RRTs), contributing to adverse outcomes. Access to effective educational programs has been cited as vital in optimising nurses' recognition and response to deteriorating patients. Several studies evaluated educational programs, but have not explored nurses' experiences of engaging in patient deterioration events post attendance. Participants in a multimodal education program (DeTER) were invited to attend a series of focus groups three months post workshop as phase two of an overall study. A convenience sample of 22 acute care nurses was recruited. A qualitative descriptive design incorporating focus groups and thematic analysis was used to evaluate participants' experiences of engaging with the RRT during patient deterioration events and whether clinical coach support in practice influenced their recognition and response. Four themes were identified within the data, categorised as enhanced confidence, effective communication, supportive culture, and early response. The importance of an educational model using multimodal strategies, underpinned by coach support and guidance post workshop, was clearly demonstrated to optimise nurses' management of patient deterioration events.
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13
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Blanié A, Amorim MA, Meffert A, Perrot C, Dondelli L, Benhamou D. Assessing validity evidence for a serious game dedicated to patient clinical deterioration and communication. Adv Simul (Lond) 2020; 5:4. [PMID: 32514382 PMCID: PMC7251894 DOI: 10.1186/s41077-020-00123-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2019] [Accepted: 05/14/2020] [Indexed: 11/25/2022] Open
Abstract
Background A serious game (SG) is a useful tool for nurse training. The objectives of this study were to assess validity evidence of a new SG designed to improve nurses’ ability to detect patient clinical deterioration. Methods The SG (LabForGames Warning) was developed through interaction between clinical and pedagogical experts and one developer. For the game study, consenting nurses were divided into three groups: nursing students (pre-graduate) (group S), recently graduated nurses (graduated < 2 years before the study) (group R) and expert nurses (graduated > 4 years before the study and working in an ICU) (group E). Each volunteer played three cases of the game (haemorrhage, brain trauma and obstructed intestinal tract). The validity evidence was assessed following Messick’s framework: content, response process (questionnaire, observational analysis), internal structure, relations to other variables (by scoring each case and measuring playing time) and consequences (a posteriori analysis). Results The content validity was supported by the game design produced by clinical, pedagogical and interprofessional experts in accordance with the French nurse training curriculum, literature review and pilot testing. Seventy-one nurses participated in the study: S (n = 25), R (n = 25) and E (n = 21). The content validity in all three cases was highly valued by group E. The response process evidence was supported by good security control. There was no significant difference in the three groups’ high rating of the game’s realism, satisfaction and educational value. All participants stated that their knowledge of the different steps of the clinical reasoning process had improved. Regarding the internal structure, the factor analysis showed a common source of variance between the steps of the clinical reasoning process and communication or the situational awareness errors made predominantly by students. No statistical difference was observed between groups regarding scores and playing time. A posteriori analysis of the results of final examinations assessing study-related topics found no significant difference between group S participants and students who did not participate in the study. Conclusion While it appears that this SG cannot be used for summative assessment (score validity undemonstrated), it is positively valued as an educational tool. Trial registration ClinicalTrials.gov ID: NCT03092440
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Affiliation(s)
- Antonia Blanié
- Centre de simulation LabForSIMS, Faculté de médecine Paris Saclay, 94275 Le Kremlin Bicêtre, France.,Département d'Anesthésie-Réanimation chirurgicale, CHU Bicêtre, 94275 Le Kremlin Bicêtre, France.,CIAMS, Université Paris-Saclay, 91405 Orsay Cedex, France.,CIAMS, Université d'Orléans, 45067 Orléans, France
| | - Michel-Ange Amorim
- CIAMS, Université Paris-Saclay, 91405 Orsay Cedex, France.,CIAMS, Université d'Orléans, 45067 Orléans, France
| | - Arnaud Meffert
- Centre de simulation LabForSIMS, Faculté de médecine Paris Saclay, 94275 Le Kremlin Bicêtre, France.,Département d'Anesthésie-Réanimation chirurgicale, CHU Bicêtre, 94275 Le Kremlin Bicêtre, France
| | | | | | - Dan Benhamou
- Centre de simulation LabForSIMS, Faculté de médecine Paris Saclay, 94275 Le Kremlin Bicêtre, France.,Département d'Anesthésie-Réanimation chirurgicale, CHU Bicêtre, 94275 Le Kremlin Bicêtre, France.,CIAMS, Université Paris-Saclay, 91405 Orsay Cedex, France.,CIAMS, Université d'Orléans, 45067 Orléans, France
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14
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Lavoie P, Clarke SP, Clausen C, Purden M, Emed J, Mailhot T, Fontaine G, Frunchak V. Nurses' judgments of patient risk of deterioration at change-of-shift handoff: Agreement between nurses and comparison with early warning scores. Heart Lung 2020; 49:420-425. [PMID: 32111344 DOI: 10.1016/j.hrtlng.2020.02.037] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2019] [Revised: 02/07/2020] [Accepted: 02/11/2020] [Indexed: 10/24/2022]
Abstract
BACKGROUND Nurses begin forming judgments regarding patients' clinical stability during change-of-shift handoffs. OBJECTIVES To examine the agreement between incoming and outgoing nurses' judgments of deterioration risk following handoff and compare these judgments to commonly used early warning scores (MEWS, NEWS, ViEWS). METHODS Following handoffs on three medical/surgical units, nurses completed the Patient Acuity Rating. Nurse ratings were compared with computed early warning scores based on clinical data. In follow-up interviews, nurses were invited to describe their experiences of using the rating scale. RESULTS Sixty-two nurses carried out 444 handoffs for 158 patients. While the agreement between incoming and outgoing nurses was fair, correlations with early warning scores were low. Nurses struggled with predicting risk and used their impressions of differential risk across all the patients to whom they had been assigned to arrive at their ratings. CONCLUSION Nurses shared information that influenced their clinical judgments at handoff; not all of these cues may necessarily be captured in early warning scores.
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Affiliation(s)
- Patrick Lavoie
- Faculty of Nursing, Université de Montréal, C.P. 6128, succ. Centre-Ville, Montreal, QC H3C 3J7, Canada; Montreal Heart Institute Research Center, 5000 rue Bélanger, Montreal, QC H1T 1C8, Canada.
| | - Sean P Clarke
- Rory Meyers College of Nursing, New York University, 433 First Avenue, New York, NY 10010, USA.
| | - Christina Clausen
- Center for Nursing Research, Jewish General Hospital, Montreal, Canada, 3755 ch. Côte-Ste-Catherine, Montreal, QC H3T 1E2, Canada; Department of Nursing, Jewish General Hospital, Montreal, Canada, 3755 ch. Côte-Ste-Catherine, Montreal, QC H3T 1E2, Canada.
| | - Margaret Purden
- Center for Nursing Research, Jewish General Hospital, Montreal, Canada, 3755 ch. Côte-Ste-Catherine, Montreal, QC H3T 1E2, Canada; Ingram School of Nursing, McGill University, Montreal, Canada, 680 Sherbrooke West #1800, Montreal, QC H3A 2M7, Canada.
| | - Jessica Emed
- Ingram School of Nursing, McGill University, Montreal, Canada, 680 Sherbrooke West #1800, Montreal, QC H3A 2M7, Canada; Department of Nursing, Jewish General Hospital, Montreal, Canada, 3755 ch. Côte-Ste-Catherine, Montreal, QC H3T 1E2, Canada.
| | - Tanya Mailhot
- Faculty of Nursing, Université de Montréal, C.P. 6128, succ. Centre-Ville, Montreal, QC H3C 3J7, Canada.
| | - Guillaume Fontaine
- Faculty of Nursing, Université de Montréal, C.P. 6128, succ. Centre-Ville, Montreal, QC H3C 3J7, Canada; Montreal Heart Institute Research Center, 5000 rue Bélanger, Montreal, QC H1T 1C8, Canada.
| | - Valerie Frunchak
- Ingram School of Nursing, McGill University, Montreal, Canada, 680 Sherbrooke West #1800, Montreal, QC H3A 2M7, Canada; Department of Nursing, Jewish General Hospital, Montreal, Canada, 3755 ch. Côte-Ste-Catherine, Montreal, QC H3T 1E2, Canada.
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15
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Smith GB, Redfern O, Maruotti A, Recio-Saucedo A, Griffiths P; The Missed Care Study Group. The association between nurse staffing levels and a failure to respond to patients with deranged physiology: A retrospective observational study in the UK. Resuscitation 2020; 149:202-8. [PMID: 31945427 DOI: 10.1016/j.resuscitation.2020.01.001] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2019] [Revised: 12/24/2019] [Accepted: 01/04/2020] [Indexed: 10/25/2022]
Abstract
BACKGROUND Responding to abnormalities in patients' vital signs is a fundamental aspect of nursing. However, failure to respond to patient deterioration is common and often leads to adverse patient outcomes. This study aimed to determine the association between Registered Nurse (RN) and Nursing Assistant (NA) staffing levels and the failure to respond promptly to patients' abnormal physiology. METHODS This retrospective, observational study used routinely collected patients' vital signs and administrative data, including nursing staffing, from 32 general wards of an acute hospital in England between April 2012 and March 2015. Mixed-effects binomial regression was used to model the relationship between nurse staffing, measured as 'Hours per Patient Day' (HPPD), and a composite primary outcome representing failure to respond for patients with National Early Warning Score (NEWS) values ≥ 6 and ≥ 7. RESULTS There were 189,123 NEWS values ≥ 6 and 114,504 NEWS values ≥ 7, affecting 28,098 patients. For patients with NEWS values ≥ 7, failure to respond was significantly associated with levels of RN HPPD ((IRR 0.98, 95% CI 0.96-0.99, p = 0.0001) but not NA HPPD (((IRR 0.99, 95%CI 0.96-1.01, p = 0.238). For patients with NEWS values ≥ 6, no such relationship existed. CONCLUSIONS RN, but not NA, staffing levels influence the rates of failure to respond for patients with the most abnormal vital signs (NEWS values ≥ 7). These findings offer a possible explanation for the increasingly reported association between low RN staffing and an increased risk of patient death during a hospital admission.
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Abstract
The revised National Early Warning Score (NEWS2), a tool used to measure acute deterioration in hospital, has been introduced in acute NHS hospitals and ambulance services. Community nurses report that when they call 999 requesting an ambulance to take a person to hospital, they are asked to provide a NEWS score. They report that when the NEWS score is high, ambulance staff prioritise the call. The NEWS score is being introduced in the community by default. This article will outline how the NEWS score is calculated, its uses and limitations and asks if the NEWS score accurately measures acute deterioration in people living in the community and predicts the need for referral to accident and emergency services.
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Affiliation(s)
- Linda Nazarko
- Nurse Consultant Physical Health, West London NHS Trust
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17
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Freathy S, Smith GB, Schoonhoven L, Westwood G. The response to patient deterioration in the UK National Health Service - A survey of acute hospital policies. Resuscitation 2019; 139:152-158. [PMID: 31005586 DOI: 10.1016/j.resuscitation.2019.04.016] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2019] [Revised: 03/19/2019] [Accepted: 04/10/2019] [Indexed: 11/30/2022]
Abstract
BACKGROUND The assessment of acute-illness severity in adult non-pregnant patients in the United Kingdom is based on early warning score (EWS) values that determine the urgency and nature of the response to patient deterioration. This study aimed to describe, and identify variations in, the expected clinical response outlined in 'deteriorating patient' policies/guidelines in acute NHS hospitals. METHODS A copy of the local 'deteriorating patient' policy/guideline was requested from 152 hospitals. Each was analysed against pre-determined areas of interest, e.g., minimum expected vital sign observations frequency, expected response and expected staff response times. RESULTS In the 55 responding hospitals (36.2%), the documented structure and process of the response to deterioration varied considerably. All hospitals used a 12-hourly minimum vital signs measurement frequency. Thereafter, for a low-risk patient, the minimum frequency varied from '6-12 hourly' to 'hourly'. Frequencies were higher for higher risk categories. Expected escalation responses were highly individualised between hospitals. Other than repeat observations, only nine (16.4%) documents described specific clinical actions for ward staff to consider/perform whilst awaiting responding personnel. Maximum permitted response times for medium-risk and high-risk patients varied widely, even when based on the same EWS. Only 33/55 documents (60%) gave clear instructions regarding who to contact 'out of hours'. CONCLUSIONS The 'deteriorating patient' policies of the hospitals studied varied in their contents and often omitted precise instructions for staff. We recommend that individual hospitals review these documents, and that research and/or consensus are used to develop a national algorithm regarding the response to patient deterioration.
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Affiliation(s)
- Simon Freathy
- Portsmouth Hospitals NHS Trust, Queen Alexandra Hospital, Portsmouth PO6 3LY, UK
| | - Gary B Smith
- Centre of Postgraduate Medical Research & Education (CoPMRE), Faculty of Health and Social Sciences, Bournemouth University, Bournemouth BH1 3LT, UK.
| | - Lisette Schoonhoven
- Faculty of Health Sciences and National Institute for Health Research Collaboration for Leadership in Applied Health Research and Care (Wessex), University of Southampton, Southampton, SO16 6YD, UK
| | - Greta Westwood
- Portsmouth Hospitals NHS Trust & University of Southampton, Portsmouth Hospitals NHS Trust, Queen Alexandra Hospital, Portsmouth PO6 3LY, UK
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Quinten VM, van Meurs M, Olgers TJ, Vonk JM, Ligtenberg JJM, ter Maaten JC. Repeated vital sign measurements in the emergency department predict patient deterioration within 72 hours: a prospective observational study. Scand J Trauma Resusc Emerg Med 2018; 26:57. [PMID: 30005671 PMCID: PMC6045840 DOI: 10.1186/s13049-018-0525-y] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2018] [Accepted: 07/02/2018] [Indexed: 02/01/2023] Open
Abstract
BACKGROUND More than one in five patients presenting to the emergency department (ED) with (suspected) infection or sepsis deteriorate within 72 h from admission. Surprisingly little is known about vital signs in relation to deterioration, especially in the ED. The aim of our study was to determine whether repeated vital sign measurements in the ED can differentiate between patients who will deteriorate within 72 h and patients who will not deteriorate. METHODS We performed a prospective observational study in patients presenting with (suspected) infection or sepsis to the ED of our tertiary care teaching hospital. Vital signs (heart rate, mean arterial pressure (MAP), respiratory rate and body temperature) were measured in 30-min intervals during the first 3 h in the ED. Primary outcome was patient deterioration within 72 h from admission, defined as the development of acute kidney injury, liver failure, respiratory failure, intensive care unit admission or in-hospital mortality. We performed a logistic regression analysis using a base model including age, gender and comorbidities. Thereafter, we performed separate logistic regression analyses for each vital sign using the value at admission, the change over time and its variability. For each analysis, the odds ratios (OR) and area under the receiver operator curve (AUC) were calculated. RESULTS In total 106 (29.5%) of the 359 patients deteriorated within 72 h from admission. Within this timeframe, 18.3% of the patients with infection and 32.9% of the patients with sepsis at ED presentation deteriorated. Associated with deterioration were: age (OR: 1.02), history of diabetes (OR: 1.90), heart rate (OR: 1.01), MAP (OR: 0.96) and respiratory rate (OR: 1.05) at admission, changes over time of MAP (OR: 1.04) and respiratory rate (OR: 1.44) as well as the variability of the MAP (OR: 1.06). Repeated measurements of heart rate and body temperature were not associated with deterioration. CONCLUSIONS Repeated vital sign measurements in the ED are better at identifying patients at risk for deterioration within 72 h from admission than single vital sign measurements at ED admission.
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Affiliation(s)
- Vincent M. Quinten
- Department of Emergency Medicine, University of Groningen, University Medical Center Groningen, HPC TA10, PO Box 30001, 9700 RB Groningen, The Netherlands
| | - Matijs van Meurs
- Department of Critical Care, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
- Department of Pathology and Medical Biology, Medical Biology section, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Tycho J. Olgers
- Department of Emergency Medicine, University of Groningen, University Medical Center Groningen, HPC TA10, PO Box 30001, 9700 RB Groningen, The Netherlands
| | - Judith M. Vonk
- Department of Epidemiology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Jack J. M. Ligtenberg
- Department of Emergency Medicine, University of Groningen, University Medical Center Groningen, HPC TA10, PO Box 30001, 9700 RB Groningen, The Netherlands
| | - Jan C. ter Maaten
- Department of Emergency Medicine, University of Groningen, University Medical Center Groningen, HPC TA10, PO Box 30001, 9700 RB Groningen, The Netherlands
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Jarvelainen M, Cooper S, Jones J. Nursing students' educational experience in regional Australia: Reflections on acute events. A qualitative review of clinical incidents. Nurse Educ Pract 2018; 31:188-193. [PMID: 29957543 DOI: 10.1016/j.nepr.2018.06.007] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2017] [Revised: 05/01/2018] [Accepted: 06/11/2018] [Indexed: 10/14/2022]
Abstract
Concerns have been expressed relating to healthcare professionals' ability to manage deteriorating patients. Whilst on placement nursing students are exposed to a range of behaviours and role models that may influence their future practice. We aimed to identify events that impact upon the practice and preparedness of Australian undergraduate nursing students in the management of deteriorating patients. Methods included a Generic Qualitative Research design reviewing 224 reflective reports on clinical events submitted by 92 final year nursing students. Forty (40) patient deterioration events were identified and subjected to detailed coding and thematic analysis. A range of events impacted upon students' practice and preparation. Five themes and 15 subthemes were identified including 'Communication' - the need for adequate handover and documentation; 'Teamwork' - demonstrating the positive impact on patient outcomes; 'Workload' - the negative effects of high staff/patient ratios; 'Clinical judgement/knowledge' - the need for adequate preparation of staff for safe clinical settings; and negative outcomes relating to 'Attention Deficits'. In conclusion Australian nursing students experience a range of practice behaviours from exemplary leadership, to careless individual practices and a 'failure to rescue' deteriorating patients. Clinical experiences have a profound influence on students with potential positive and negative effects on future practice.
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Affiliation(s)
- Monica Jarvelainen
- School of Nursing and Midwifery, Federation University, Gippsland Campus, Northways Road, Churchill, 3842, Australia.
| | - Simon Cooper
- School of Nursing and Midwifery, Federation University, Gippsland Campus, Northways Road, Churchill, 3842, Australia.
| | - Janet Jones
- School of Nursing and Midwifery, Federation University, Gippsland Campus, Northways Road, Churchill, 3842, Australia.
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Chung C, Cooper SJ, Cant RP, Connell C, McKay A, Kinsman L, Gazula S, Boyle J, Cameron A, Cash P, Evans L, Kim JA, Masud R, McInnes D, Norman L, Penz E, Rotter T, Tanti E, Breakspear T. The educational impact of web-based and face-to-face patient deterioration simulation programs: An interventional trial. Nurse Educ Today 2018; 64:93-98. [PMID: 29459198 DOI: 10.1016/j.nedt.2018.01.037] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/30/2017] [Revised: 10/16/2017] [Accepted: 01/31/2018] [Indexed: 06/08/2023]
Abstract
BACKGROUND There are international concerns relating to the management of patient deterioration. The "failure to rescue" literature identifies that nursing staff miss cues of deterioration and often fail to call for assistance. Simulation-based educational approaches may improve nurses' recognition and management of patient deterioration. OBJECTIVES To investigate the educational impact of the First2Act web-based (WB) and face-to-face (F2F) simulation programs. DESIGN & SETTING A mixed methods interventional cohort trial with nursing staff from four Australian hospitals. PARTICIPANTS Nursing staff working in four public and private hospital medical wards in the State of Victoria. METHODS In 2016, ward nursing staff (n = 74) from a public and private hospital completed three F2F laboratory-based team simulations with a patient actor in teams of three. 56 nursing staff from another public and private hospital individually completed a three-scenario WB simulation program (First2ActWeb) [A 91% participation rate]. Validated tools were used to measure knowledge (multi-choice questionnaire), competence (check-list of actions) and confidence (self-rated) before and after the intervention. RESULTS Both WB and F2F participants' knowledge, competence and confidence increased significantly after training (p ≤0.001). Skill performance for the WB group increased significantly from 61% to 74% (p ≤ 0.05) and correlated significantly with post-test knowledge (p = 0.014). No change was seen in the F2F groups' performance scores. Course evaluations were positive with median ratings of 4/5 (WB) and 5/5 (F2F). The F2F program received significantly more positive evaluations than the WB program (p < 0.05), particularly with regard to quality of feedback. CONCLUSION WB and F2F simulation are effective education strategies with both programs demonstrating positive learning outcomes. WB programs increase ease of access to training whilst F2F enable the development of tactile hands on skills and teamwork. A combined blended learning education strategy is recommended to enhance competence and patient safety.
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Affiliation(s)
- Catherine Chung
- Nursing, Midwifery and Healthcare, Federation University Australia, Northways Rd., Churchill, VIC 3842, Australia.
| | - Simon J Cooper
- Nursing, Midwifery and Healthcare, Federation University Australia, Northways Rd., Churchill, VIC 3842, Australia
| | - Robyn P Cant
- Nursing, Midwifery and Healthcare, Federation University Australia, Northways Rd., Churchill, VIC 3842, Australia
| | - Cliff Connell
- Nursing and Midwifery, Monash University, McMahons Rd, Frankston, VIC 3199, Australia
| | - Angela McKay
- Nursing and Midwifery, University of Tasmania, Locked Bag 1322, Launceston, TAS 7250, Australia
| | - Leigh Kinsman
- Nursing and Midwifery, University of Tasmania, Locked Bag 1322, Launceston, TAS 7250, Australia
| | - Swapnali Gazula
- Nursing, Midwifery and Healthcare, Federation University Australia, Northways Rd., Churchill, VIC 3842, Australia
| | - Jayne Boyle
- St John of God Health Care, 133-145 Lily St, Bendigo, VIC 3550, Australia
| | - Amanda Cameron
- Latrobe Regional Hospital, 10 Village Ave, Traralgon, VIC 3844, Australia
| | - Penny Cash
- Nursing, Midwifery and Healthcare, Federation University Australia, Northways Rd., Churchill, VIC 3842, Australia
| | - Lisa Evans
- St John of God Health Care, Gibb St, Berwick, VIC 3806, Australia
| | - Jeong-Ah Kim
- Nursing, Midwifery and Healthcare, Federation University Australia, Northways Rd., Churchill, VIC 3842, Australia
| | - Rana Masud
- University of Saskatchewan, Saskatoon, SK S7N 5C5, Canada
| | - Denise McInnes
- Central Gippsland Health Service, 155 Guthridge Parade, Sale, VIC 3850, Australia
| | - Lisa Norman
- St John of God Health Care, Gibb St, Berwick, VIC 3806, Australia
| | - Erika Penz
- University of Saskatchewan, Saskatoon, SK S7N 5C5, Canada
| | - Thomas Rotter
- University of Saskatchewan, Saskatoon, SK S7N 5C5, Canada
| | - Erin Tanti
- Nursing, Midwifery and Healthcare, Federation University Australia, Northways Rd., Churchill, VIC 3842, Australia
| | - Tom Breakspear
- Nursing, Midwifery and Healthcare, Federation University Australia, Northways Rd., Churchill, VIC 3842, Australia
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Borg Sapiano A, Sammut R, Trapani J. The effectiveness of virtual simulation in improving student nurses' knowledge and performance during patient deterioration: A pre and post test design. Nurse Educ Today 2018; 62:128-133. [PMID: 29335162 DOI: 10.1016/j.nedt.2017.12.025] [Citation(s) in RCA: 55] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/10/2017] [Revised: 11/17/2017] [Accepted: 12/20/2017] [Indexed: 05/29/2023]
Abstract
BACKGROUND Preparing nursing students to perform competently in complex emergency situations, such as during rapid patient deterioration, is challenging. Students' active engagement in such scenarios cannot be ensured, due to the unexpected nature of such infrequent events. Many students may consequently not experience and integrate the management of patient deterioration into their knowledge and practical competency by the end of their studies, making them unprepared to manage such situations as practicing nurses. This study investigated the effectiveness of virtual simulation in improving performance during rapid patient deterioration. OBJECTIVE To investigate the effectiveness of virtual simulation in improving student nurses' knowledge and performance during rapid patient deterioration. DESIGN A pre- and post-test design was used. SETTING Nursing students at a university in Malta were invited to participate in a virtual simulation program named FIRST2ACTWeb™, using their own computer devices. PARTICIPANTS A total of 166 (response rate=50%) second and third year diploma and degree nursing students participated in the study. METHODS The simulation included three scenarios (Cardiac-Shock-Respiratory) portraying deteriorating patients. Performance feedback was provided at the end of each scenario. Students completed pre- and post-scenario knowledge tests and performance during each scenario was recorded automatically on a database. RESULTS Findings showed a significant improvement in the students' post-scenario knowledge (z=-6.506, p<0.001). Highest mean performance scores were obtained in the last scenario (M=19.7, median: 20.0, s.d. 3.41) indicating a learning effect. Knowledge was not a predictor of students' performance in the scenarios. CONCLUSIONS This study supports virtual simulation as an effective learning tool for pre-registration nursing students in different programs. Simulation improves both knowledge about and performance during patient deterioration. Virtual simulation of rare events should be a key component of undergraduate nurse education, to prepare students to manage complex situations as practicing nurses.
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Affiliation(s)
| | - Roberta Sammut
- Department of Nursing, Faculty of Health Sciences, University of Malta, Malta.
| | - Josef Trapani
- Department of Nursing, Faculty of Health Sciences, University of Malta, Malta
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Butler C. Nurses' experiences of managing patient deterioration following a post-registration education programme: A critical incident analysis study. Nurse Educ Pract 2018; 28:96-102. [PMID: 29065319 DOI: 10.1016/j.nepr.2017.10.014] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2016] [Revised: 05/02/2017] [Accepted: 10/12/2017] [Indexed: 11/20/2022]
Abstract
The aim of this study was to explore nurses' experiences assessing and managing deteriorating patients in practice following completion of a relevant post-registration education programme. Recognising the increasing acuity of ward patients, nurses are faced with patients who are at an increased risk of deterioration. Patients who are acutely ill or deteriorating often exhibit periods of physiological deterioration; however there is evidence illustrating that these clinical changes are frequently missed, misinterpreted or mismanaged in practice. In order to prepare nurses to competently assess and manage the deteriorating patient, education as a care initiative is offered to develop the knowledge and skills required. A qualitative study using critical incident analysis was conducted to acquire narrative data from nurses, describing their clinical practice experiences of patient deterioration. Thematic analysis was used to analyse the data. Findings revealed improvements in nurses' abilities to recognise patient deterioration, greater application of the evidence base and an increase in confidence and assertiveness. There was some evidence of applying the knowledge and skills learned, however equally some nurses indicated that they remained ill-prepared to apply the skills in practice.
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Lavoie P, Pepin J, Cossette S. Contribution of a reflective debriefing to nursing students' clinical judgment in patient deterioration simulations: A mixed-methods study. Nurse Educ Today 2017; 50:51-56. [PMID: 28012979 DOI: 10.1016/j.nedt.2016.12.002] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/22/2016] [Revised: 11/21/2016] [Accepted: 12/08/2016] [Indexed: 06/06/2023]
Abstract
BACKGROUND While reflection is a hallmark of debriefing, there is little understanding of how it contributes to nursing students' clinical judgment. OBJECTIVES The aim of this study was to describe how nursing students perceived that the Reflective dEbriefing after a PatieNt Deterioration simulation (REsPoND) fostered learning and how it contributed to their clinical judgment in patient deterioration simulations. DESIGN A sequential explanatory mixed-methods study. PARTICIPANTS Nineteen students who showed the greatest clinical judgment score variation in a randomized controlled trial of the effectiveness of REsPoND. METHODS Students participated in interviews on their learning experience in REsPoND. Data were subjected to thematic analysis and themes were contrasted according to students' score variations. RESULTS Through guided exchanges with their peers, students configured a causes-observations-interventions framework that embodied their understanding of the patient's situation. They evaluated their own simulation performance based on that framework. The contribution of REsPoND to students' clinical judgment differed depending on (1) the value placed on the review of the simulation through a systematic assessment approach; (2) their focus on anticipating the situation or on performing in the simulation; and (3) their preference for who participated more in debriefing. CONCLUSION Clinical judgment might be improved when a systematic assessment approach is used to structure debriefing. The relationship between reflection and self-assessment during debriefing remains to be disentangled.
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Affiliation(s)
- Patrick Lavoie
- William F. Connell School of Nursing, Boston College, Boston, USA.
| | - Jacinthe Pepin
- Faculty of Nursing, Université de Montréal, Montréal, Canada.
| | - Sylvie Cossette
- Faculty of Nursing, Université de Montréal, Montréal, Canada; Montreal Heart Institute, Montréal, Canada.
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Le Lagadec MD, Dwyer T. Scoping review: The use of early warning systems for the identification of in-hospital patients at risk of deterioration. Aust Crit Care 2017; 30:211-8. [PMID: 27863876 DOI: 10.1016/j.aucc.2016.10.003] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2016] [Revised: 10/24/2016] [Accepted: 10/31/2016] [Indexed: 01/01/2023] Open
Abstract
INTRODUCTION Early warning systems (EWS) were developed as a means of alerting medical staff to patient clinical decline. Since 85% of severe adverse events are preceded by abnormal physiological signs, the patient bed-side vital signs observation chart has emerged as an EWS tool to help staff identify and quantify deteriorating patients. There are three broad categories of patient observation chart EWS: single or multiple parameter systems; aggregated weighted scoring systems; or combinations of single or multiple parameter and aggregated weighted scoring systems. OBJECTIVE This scoping review is an overview of quantitative studies and systematic reviews examining the efficiency of the adult EWS charts in the recognition of in-hospital patient deterioration. METHOD A broad search was undertaken of peer-reviewed publications, official government websites and databases housing research theses, using combinations of keywords and phrases. DATA SOURCES CINAHL with full text; MedLine, PsycINFO, MasterFILE Premier, GreenFILE and ScienceDirect. Also, the Cochrane Library database, Department of Health government websites and Ethos, ProQuest and Trove databases were searched. EXCLUSIONS Paediatric, obstetric and intensive care studies, studies undertaken at the point of hospital admission or pre-admission, non-English publications and editorials. RESULTS Five hundred and sixty five publications, government documents, reports and theses were located of which 91 were considered and 21 were included in the scoping review. Of the 21 publications eight studies compared the efficacy of various EWS and 13 publications validated specific EWS. CONCLUSIONS There is low level quantitative evidence that EWS improve patient outcomes and strong anecdotal evidence that they augment the ability of the clinical staff to recognise and respond to patient decline, thus reducing the incidence of severe adverse events. Although aggregated weighted scoring systems are most frequently used, the efficiency of the specific EWS appears to be dependent on the patient cohort, facilities available and staff training and attitude. While the review demonstrates support for EWS, researchers caution that given the contribution of human factors to the EWS decision-making process, patient EWS charts alone cannot replace good clinical judgment.
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Connell CJ, Endacott R, Jackman JA, Kiprillis NR, Sparkes LM, Cooper SJ. The effectiveness of education in the recognition and management of deteriorating patients: A systematic review. Nurse Educ Today 2016; 44:133-145. [PMID: 27429343 DOI: 10.1016/j.nedt.2016.06.001] [Citation(s) in RCA: 42] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/14/2015] [Revised: 05/23/2016] [Accepted: 06/01/2016] [Indexed: 06/06/2023]
Abstract
BACKGROUND Survival from in-hospital cardiac arrest is poor. Clinical features, including abnormal vital signs, often indicate patient deterioration prior to severe adverse events. Early warning systems and rapid response teams are commonly used to assist the health profession in the identification and management of the deteriorating patient. Education programs are widely used in the implementation of these systems. The effectiveness of the education is unknown. AIM The aims of this study were to identify: (i) the evidence supporting educational effectiveness in the recognition and management of the deteriorating patient and (ii) outcome measures used to evaluate educational effectiveness. METHODS A mixed methods systematic review of the literature was conducted using studies published between 2002 and 2014. Included studies were assessed for quality and data were synthesized thematically, while original data are presented in tabular form. RESULTS Twenty-three studies were included in the review. Most educational programs were found to be effective reporting significant positive impacts upon learners, patient outcomes and organisational systems. Outcome measures related to: i learners, for example knowledge and performance, ii systems, including activation and responses of rapid response teams, and iii patients, including patient length of stay and adverse events. All but one of the programs used blended teaching with >87% including medium to high fidelity simulation. In situ simulation was employed in two of the interventions. The median program time was eight hours. The longest program lasted 44h however one of the most educationally effective programs was based upon a 40min simulation program. CONCLUSION Educational interventions designed to improve the recognition and management of patient deterioration can improve learner outcomes when they incorporate medium to high-fidelity simulation. High-fidelity simulation has demonstrated effectiveness when delivered in brief sessions lasting only forty minutes. In situ simulation has demonstrated sustained positive impact upon the real world implementation of rapid response systems. Outcome measures should include knowledge and skill developments but there are important benefits in understanding patient outcomes.
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Affiliation(s)
- Clifford J Connell
- School of Nursing and Midwifery, Monash University, PO Box 527, Frankston, VIC 3199, Australia.
| | - Ruth Endacott
- School of Nursing and Midwifery, Monash University, PO Box 527, Frankston, VIC 3199, Australia; School of Nursing and Midwifery, Plymouth University, UK.
| | - Jennifer A Jackman
- Monash Health, Dandenong Hospital Emergency Department, 135 David Street, Dandenong, VIC 3175, Australia.
| | - Noelleen R Kiprillis
- School of Nursing and Midwifery, Monash University, 100 Clyde Road, Berwick 3806, Australia.
| | | | - Simon J Cooper
- School of Nursing, Midwifery and Healthcare, Federation University, Gippsland Campus, Northways Road, Churchill, VIC 3842, Australia.
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Lavoie P, Cossette S, Pepin J. Testing nursing students' clinical judgment in a patient deterioration simulation scenario: Development of a situation awareness instrument. Nurse Educ Today 2016; 38:61-67. [PMID: 26749458 DOI: 10.1016/j.nedt.2015.12.015] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/08/2015] [Revised: 10/27/2015] [Accepted: 12/14/2015] [Indexed: 06/05/2023]
Abstract
BACKGROUND Situation awareness may be used to operationalize nursing students' clinical judgment of patient deterioration simulation scenarios. OBJECTIVES To develop and test an instrument to measure bachelor-level nursing students' situation awareness in a patient deterioration simulation scenario, using the Situation Awareness Global Assessment Technique (SAGAT). DESIGN Instrument development and validation. SETTINGS A faculty of nursing of a French-Canadian university. PARTICIPANTS 15 critical care experts and 234 bachelor-level nursing students from a critical care course. METHODS The queries were developed from evidence and guidelines regarding nurses' assessment and response to patient deterioration and an inventory of nursing diagnosis. After expert content validation, the instrument was administered to three cohorts of nursing students in a high-fidelity simulation with a scenario of hypovolemic hemorrhagic shock. Difficulty, discrimination, and fidelity indices were computed. The impact of the instrument on student's performance was assessed with a post-simulation survey. RESULTS The instrument comprised 31 queries, which obtained high content validity indices. Most showed satisfying difficulty, discrimination, and fidelity properties. Inadequate properties of the queries may be explained by the content of the simulation scenario, the assessment practices of nursing students, and their reliance on medical assistance. Students perceived that completing the instrument helped them realize what they forgot to assess in the simulation. CONCLUSIONS This instrument appears as a promising research tool, although it still needs to be tested with other populations and in other patient deterioration simulation scenarios.
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Affiliation(s)
- Patrick Lavoie
- Faculté des sciences infirmières, Université de Montréal, C.P. 6128, succ. Centre-Ville, Montréal, QC H3C 3J7, Canada.
| | - Sylvie Cossette
- Faculté des sciences infirmières, Université de Montréal, C.P. 6128, succ. Centre-Ville, Montréal, QC H3C 3J7, Canada.
| | - Jacinthe Pepin
- Faculté des sciences infirmières, Université de Montréal, C.P. 6128, succ. Centre-Ville, Montréal, QC H3C 3J7, Canada.
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O'Leary J, Nash R, Lewis P. Standard instruction versus simulation: Educating registered nurses in the early recognition of patient deterioration in paediatric critical care. Nurse Educ Today 2016; 36:287-292. [PMID: 26249644 DOI: 10.1016/j.nedt.2015.07.021] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/04/2015] [Revised: 06/25/2015] [Accepted: 07/15/2015] [Indexed: 06/04/2023]
Abstract
Identifying and stabilising deterioration in a child with significant clinical compromise is both a challenging and necessary role of the paediatric critical care nurse. Within adult critical care research, high fidelity patient simulation (HFPS) has been shown to positively impact learner outcomes regarding identification and management of a deteriorating patient; however, there is a paucity of evidence examining the use of HFPS in paediatric nursing education. The aim of this study was to investigate the effect of HFPS on nurses' self-efficacy and knowledge for recognising and managing paediatric deterioration. Further, participants' perceptions of the learning experiences specific to the identification and management of a deteriorating child were also explored. Registered nurses working in a tertiary-referral paediatric critical care unit were recruited for this quasi-experimental study. Using a pre-test/post-test control-group design, participants were assigned to one of two learning experiences: HFPS or standard instruction. Following the learning experience, nurses were also invited to participate in semi-structured interviews. 30 nurses participated in the study (control n=15, experiment n=15). Participants in the HFPS intervention were most likely to demonstrate an increase in both perceived self-efficacy (p=<0.01) and knowledge (p=<0.01). No statistically significant change was observed in control group scores. The mean difference in self-efficacy gain score between the two groups was 5.67 score units higher for the experiment group compared to the control. HFPS also yielded higher follow-up knowledge scores (p=0.01) compared to standard instruction. Ten nurses participated in semi-structured interviews. Thematic analysis of the interview data identified four themes: self-awareness, hands-on learning, teamwork, and maximising learning. The results of this study suggest that HFPS can positively influence nurses' self-efficacy and knowledge test scores specific to the recognition and management of paediatric deterioration.
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Affiliation(s)
- Jessica O'Leary
- Paediatric Intensive Care Unit, Lady Cilento Children's Hospital, South Brisbane, QLD 4101, Australia. Jessica.O'
| | - Robyn Nash
- Faculty of Health, Queensland University of Technology, Kelvin Grove, Brisbane, QLD, Australia.
| | - Peter Lewis
- School of Nursing, Queensland University of Technology, Kelvin Grove, Brisbane, QLD, Australia.
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Ignacio J, Dolmans D, Scherpbier A, Rethans JJ, Chan S, Liaw SY. Comparison of standardized patients with high-fidelity simulators for managing stress and improving performance in clinical deterioration: A mixed methods study. Nurse Educ Today 2015; 35:1161-1168. [PMID: 26047602 DOI: 10.1016/j.nedt.2015.05.009] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/12/2014] [Revised: 04/17/2015] [Accepted: 05/10/2015] [Indexed: 06/04/2023]
Abstract
BACKGROUND The use of standardized patients in deteriorating patient simulations adds realism that can be valuable for preparing nurse trainees for stress and enhancing their performance during actual patient deterioration. Emotional engagement resulting from increased fidelity can provide additional stress for student nurses with limited exposure to real patients. To determine the presence of increased stress with the standardized patient modality, this study compared the use of standardized patients (SP) with the use of high-fidelity simulators (HFS) during deteriorating patient simulations. Performance in managing deteriorating patients was also compared. It also explored student nurses' insights on the use of standardized patients and patient simulators in deteriorating patient simulations as preparation for clinical placement. METHODS Fifty-seven student nurses participated in a randomized controlled design study with pre- and post-tests to evaluate stress and performance in deteriorating patient simulations. Performance was assessed using the Rescuing A Patient in Deteriorating Situations (RAPIDS) rating tool. Stress was measured using salivary alpha-amylase levels. Fourteen participants who joined the randomized controlled component then participated in focus group discussions that elicited their insights on SP use in patient deterioration simulations. RESULTS Analysis of covariance (ANCOVA) results showed no significant difference (p=0.744) between the performance scores of the SP and HFS groups in managing deteriorating patients. Amylase levels were also not significantly different (p=0.317) between the two groups. Stress in simulation, awareness of patient interactions, and realism were the main themes that resulted from the thematic analysis. CONCLUSIONS Performance and stress in deteriorating patient simulations with standardized patients did not vary from similar simulations using high-fidelity patient simulators. Data from focus group interviews, however, suggested that the use of standardized patients was perceived to be valuable in preparing students for actual patient deterioration management.
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Affiliation(s)
- Jeanette Ignacio
- Alice Lee Centre for Nursing Studies, Yong Loo Lin School of Medicine, National University of Singapore, Level 2, Clinical Research Centre, Block MD11, 10 Medical Drive, Singapore 117597, Singapore.
| | - Diana Dolmans
- Faculty of Health, Medicine and Life Sciences, Maastricht University, PO Box 616, 6200 MD Maastricht, The Netherlands.
| | - Albert Scherpbier
- Faculty of Health, Medicine and Life Sciences, Maastricht University, PO Box 616, 6200 MD Maastricht, The Netherlands.
| | - Jan-Joost Rethans
- Faculty of Health, Medicine and Life Sciences, Maastricht University, PO Box 616, 6200 MD Maastricht, The Netherlands.
| | - Sally Chan
- School of Nursing and Midwifery, Faculty of Health and Medicine, University of Newcastle, Richardson Wing, Callaghan, NSW 2308 Australia.
| | - Sok Ying Liaw
- Alice Lee Centre for Nursing Studies, Yong Loo Lin School of Medicine, National University of Singapore, Level 2, Clinical Research Centre, Block MD11, 10 Medical Drive, Singapore 117597, Singapore.
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Bogossian FE, Cooper SJ, Cant R, Porter J, Forbes H. A trial of e-simulation of sudden patient deterioration (FIRST2ACT WEB) on student learning. Nurse Educ Today 2015; 35:e36-42. [PMID: 26296543 DOI: 10.1016/j.nedt.2015.08.003] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/24/2015] [Revised: 07/29/2015] [Accepted: 08/05/2015] [Indexed: 05/28/2023]
Abstract
BACKGROUND High-fidelity simulation pedagogy is of increasing importance in health professional education; however, face-to-face simulation programs are resource intensive and impractical to implement across large numbers of students. OBJECTIVES To investigate undergraduate nursing students' theoretical and applied learning in response to the e-simulation program-FIRST2ACT WEBTM, and explore predictors of virtual clinical performance. DESIGN AND SETTING Multi-center trial of FIRST2ACT WEBTM accessible to students in five Australian universities and colleges, across 8 campuses. PARTICIPANTS A population of 489 final-year nursing students in programs of study leading to license to practice. METHODS Participants proceeded through three phases: (i) pre-simulation-briefing and assessment of clinical knowledge and experience; (ii) e-simulation-three interactive e-simulation clinical scenarios which included video recordings of patients with deteriorating conditions, interactive clinical tasks, pop up responses to tasks, and timed performance; and (iii) post-simulation feedback and evaluation. Descriptive statistics were followed by bivariate analysis to detect any associations, which were further tested using standard regression analysis. RESULTS Of 409 students who commenced the program (83% response rate), 367 undergraduate nursing students completed the web-based program in its entirety, yielding a completion rate of 89.7%; 38.1% of students achieved passing clinical performance across three scenarios, and the proportion achieving passing clinical knowledge increased from 78.15% pre-simulation to 91.6% post-simulation. Knowledge was the main independent predictor of clinical performance in responding to a virtual deteriorating patient R(2)=0.090, F(7, 352)=4.962, p<0.001. DISCUSSION The use of web-based technology allows simulation activities to be accessible to a large number of participants and completion rates indicate that 'Net Generation' nursing students were highly engaged with this mode of learning. CONCLUSION The web-based e-simulation program FIRST2ACTTM effectively enhanced knowledge, virtual clinical performance, and self-assessed knowledge, skills, confidence, and competence in final-year nursing students.
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Affiliation(s)
- Fiona E Bogossian
- The School of Nursing, Midwifery and Social Work, The University of Queensland, St. Lucia Campus, QLD Australia; The School of Nursing and Midwifery, Monash University, VIC, Australia.
| | - Simon J Cooper
- The School of Nursing, Midwifery and Healthcare, Federation University Australia, Churchill, VIC, Australia; The School of Nursing and Midwifery, The University of Hong Kong, Republic of China; The School of Nursing and Midwifery, Brighton University, UK
| | - Robyn Cant
- The School of Nursing, Midwifery and Healthcare, Federation University Australia, Churchill, VIC, Australia
| | - Joanne Porter
- The School of Nursing, Midwifery and Healthcare, Federation University Australia, Churchill, VIC, Australia
| | - Helen Forbes
- The School of Nursing and Midwifery, Deakin University, Burwood Campus, VIC, Australia
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Lavoie P, Pepin J, Cossette S. Development of a post-simulation debriefing intervention to prepare nurses and nursing students to care for deteriorating patients. Nurse Educ Pract 2015; 15:181-91. [PMID: 25661055 DOI: 10.1016/j.nepr.2015.01.006] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2014] [Revised: 12/06/2014] [Accepted: 01/14/2015] [Indexed: 11/29/2022]
Abstract
To provide optimal care, nurses need to be prepared to recognize signs and symptoms of patient deterioration so they can obtain assistance from appropriate respondents and initiate rescue interventions when needed. In this paper, we describe the development of a post-simulation educational intervention aimed at improving nurses' and nursing students' recognition and response to patient deterioration. This intervention takes the form of a debriefing after a simulated patient deterioration experience. Following the Medical Research Council's guidance on complex interventions, we reviewed empirical studies of existing educational interventions for content, teaching strategies, and outcomes, as well as for frameworks, theoretical underpinnings, and rationale. Based on those results, we reviewed theoretical literature (Tanner's clinical judgment model and Dewey's theory of experiential learning) that might inform our understanding of our intervention's intended effect (learning outcomes) and of the mechanisms by which the intervention could lead to it. Integrating results from the empirical and theoretical phases helped us define the new intervention's rationale and develop its components according to relevant standards of best practices. The resulting educational intervention, REsPoND, consists in a reflective debriefing after a patient deterioration simulation. It will be tested in an upcoming mixed methods study.
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Affiliation(s)
- Patrick Lavoie
- Faculty of Nursing, Université de Montréal, C.P. 6128, succ. Centre-Ville, Montreal, QC, H3C 3J7, Canada; Center for Innovation in Nursing Education (CIFI), Faculty of Nursing, Université de Montréal, C.P. 6128, succ. Centre-Ville, Montreal, QC, H3C 3J7, Canada; Quebec Nursing Intervention Research Network (RRISIQ), Faculty of Nursing, Université de Montréal, C.P. 6128, succ. Centre-Ville, Montreal, QC, H3C 3J7, Canada.
| | - Jacinthe Pepin
- Faculty of Nursing, Université de Montréal, C.P. 6128, succ. Centre-Ville, Montreal, QC, H3C 3J7, Canada; Center for Innovation in Nursing Education (CIFI), Faculty of Nursing, Université de Montréal, C.P. 6128, succ. Centre-Ville, Montreal, QC, H3C 3J7, Canada; Quebec Nursing Intervention Research Network (RRISIQ), Faculty of Nursing, Université de Montréal, C.P. 6128, succ. Centre-Ville, Montreal, QC, H3C 3J7, Canada.
| | - Sylvie Cossette
- Faculty of Nursing, Université de Montréal, C.P. 6128, succ. Centre-Ville, Montreal, QC, H3C 3J7, Canada; Quebec Nursing Intervention Research Network (RRISIQ), Faculty of Nursing, Université de Montréal, C.P. 6128, succ. Centre-Ville, Montreal, QC, H3C 3J7, Canada; Montreal Heart Institute, 5000 Bélanger Street, Montréal, QC, H1T 1C8, Canada.
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Lavoie P, Pepin J, Alderson M. Defining patient deterioration through acute care and intensive care nurses' perspectives. Nurs Crit Care 2014; 21:68-77. [PMID: 25269425 DOI: 10.1111/nicc.12114] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2014] [Revised: 05/22/2014] [Accepted: 05/27/2014] [Indexed: 11/28/2022]
Abstract
AIM To explore the variations between acute care and intensive care nurses' understanding of patient deterioration according to their use of this term in published literature. BACKGROUND Evidence suggests that nurses on wards do not always recognize and act upon patient deterioration appropriately. Even if resources exist to call for intensive care nurses' help, acute care nurses use them infrequently and the problem of unattended patient deterioration remains. DESIGN Dimensional analysis was used as a framework to analyze papers retrieved in a nursing-focused database. METHOD A thematic analysis of 34 papers (2002-2012) depicting acute care and intensive care unit nurses' perspectives on patient deterioration was conducted. FINDINGS No explicit definition of patient deterioration was retrieved in the papers. There are variations between acute care and intensive care unit nurses' accounts of this concept, particularly regarding the validity of patient deterioration indicators. Contextual factors, processes and consequences are also explored. CONCLUSIONS From the perspectives of acute care and intensive care nurses, patient deterioration can be defined as an evolving, predictable and symptomatic process of worsening physiology towards critical illness. Contextual factors relating to acute care units (ACU) appear as barriers to optimal care of the deteriorating patient. This work can be considered as a first effort in modelling the concept of patient deterioration, which could be specific to ACU. RELEVANCE TO CLINICAL PRACTICE The findings suggest that it might be relevant to include subjective indicators of patient deterioration in track and trigger systems and educational efforts. Contextual factors impacting care for the deteriorating patient could be addressed in further attempts to deal with this issue.
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Affiliation(s)
- Patrick Lavoie
- Faculty of Nursing, Université de Montréal, Montreal, Canada
| | - Jacinthe Pepin
- Center for Innovation in Nursing Education (CIFI), Faculty of Nursing, Université de Montréal, Montreal, Canada
| | - Marie Alderson
- Faculty of Nursing, Université de Montréal, Montreal, Canada
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Bogossian F, Cooper S, Cant R, Beauchamp A, Porter J, Kain V, Bucknall T, Phillips NM. Undergraduate nursing students' performance in recognising and responding to sudden patient deterioration in high psychological fidelity simulated environments: an Australian multi-centre study. Nurse Educ Today 2014; 34:691-696. [PMID: 24183634 DOI: 10.1016/j.nedt.2013.09.015] [Citation(s) in RCA: 62] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/17/2013] [Revised: 09/13/2013] [Accepted: 09/18/2013] [Indexed: 06/02/2023]
Abstract
BACKGROUND Early recognition and situation awareness of sudden patient deterioration, a timely appropriate clinical response, and teamwork are critical to patient outcomes. High fidelity simulated environments provide the opportunity for undergraduate nursing students to develop and refine recognition and response skills. OBJECTIVES This paper reports the quantitative findings of the first phase of a larger program of ongoing research: Feedback Incorporating Review and Simulation Techniques to Act on Clinical Trends (FIRST2ACTTM). It specifically aims to identify the characteristics that may predict primary outcome measures of clinical performance, teamwork and situation awareness in the management of deteriorating patients. DESIGN Mixed-method multi-centre study. SETTING High fidelity simulated acute clinical environment in three Australian universities. PARTICIPANTS A convenience sample of 97 final year nursing students enrolled in an undergraduate Bachelor of Nursing or combined Bachelor of Nursing degree were included in the study. METHOD In groups of three, participants proceeded through three phases: (i) pre-briefing and completion of a multi-choice question test, (ii) three video-recorded simulated clinical scenarios where actors substituted real patients with deteriorating conditions, and (iii) post-scenario debriefing. Clinical performance, teamwork and situation awareness were evaluated, using a validated standard checklist (OSCE), Team Emergency Assessment Measure (TEAM) score sheet and Situation Awareness Global Assessment Technique (SAGAT). A Modified Angoff technique was used to establish cut points for clinical performance. RESULTS Student teams engaged in 97 simulation experiences across the three scenarios and achieved a level of clinical performance consistent with the experts' identified pass level point in only 9 (1%) of the simulation experiences. Knowledge was significantly associated with overall teamwork (p=.034), overall situation awareness (p=.05) and clinical performance in two of the three scenarios (p=.032 cardiac and p=.006 shock). Situation awareness scores of scenario team leaders were low overall, with an average total score of 41%. CONCLUSIONS Final year undergraduate nursing students may have difficulty recognising and responding appropriately to patient deterioration. Improving pre-requisite knowledge, rehearsal of first response and team management strategies need to be a key component of undergraduate nursing students' education and ought to specifically address clinical performance, teamwork and situation awareness.
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Affiliation(s)
- Fiona Bogossian
- The School of Nursing & Midwifery, The University of Queensland, Herston Campus, QLD, Australia.
| | - Simon Cooper
- The School of Nursing & Midwifery, Monash University, Berwick Campus, VIC, Australia
| | - Robyn Cant
- The School of Nursing & Midwifery, Monash University, Berwick Campus, VIC, Australia
| | - Alison Beauchamp
- The School of Nursing & Midwifery, Monash University, Berwick Campus, VIC, Australia; Population Health Strategic Research Centre, Deakin University, Burwood Campus, VIC, Australia
| | - Joanne Porter
- The School of Nursing & Midwifery, Monash University, Gippsland Campus, VIC, Australia
| | - Victoria Kain
- The School of Nursing & Midwifery, The University of Queensland, Herston Campus, QLD, Australia
| | - Tracey Bucknall
- School of Nursing and Midwifery Deakin University, Burwood Campus, VIC, Australia
| | - Nicole M Phillips
- School of Nursing and Midwifery Deakin University, Burwood Campus, VIC, Australia
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Duff B, Gardner G, Osborne S. An integrated educational model for continuing nurse education. Nurse Educ Today 2014; 34:104-111. [PMID: 23266059 DOI: 10.1016/j.nedt.2012.11.022] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/15/2012] [Revised: 10/02/2012] [Accepted: 11/26/2012] [Indexed: 06/01/2023]
Abstract
AIM This paper reports on the development and evaluation of an integrated clinical learning model to inform ongoing education for surgical nurses. The research aim was to evaluate the effectiveness of implementing a Respiratory Skills Update (ReSKU) education program, in the context of organisational utility, on improving surgical nurses' practice in the area of respiratory assessment. BACKGROUND Continuous development and integration of technological innovations and research in the healthcare environment mandate the need for continuing education for nurses. Despite an increased worldwide emphasis on this, there is scant empirical evidence of program effectiveness. METHODS A quasi experimental pre test, post test non-equivalent control group design evaluated the impact of the ReSKU program on surgical nurses' clinical practice. The 2008 study was conducted in a 400 bed regional referral public hospital and was consistent with contemporary educational approaches using multi-modal, interactive teaching strategies. FINDINGS The study demonstrated statistically significant differences between groups regarding reported use of respiratory skills, three months after ReSKU program attendance. Between group data analysis indicated that the intervention group's reported beliefs and attitudes pertaining to subscale descriptors showed statistically significant differences in three of the six subscales. CONCLUSION The construct of critical thinking in the clinical context, combined with clinical reasoning and purposeful reflection, was a powerful educational strategy to enhance competency and capability in clinicians.
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Affiliation(s)
- Beverley Duff
- Surgical Services Education, Acute Care Practice Development Team, Sunshine Coast Hospital and Health Service, Queensland, Australia.
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Duff B. Creating a culture of safety by coaching clinicians to competence. Nurse Educ Today 2013; 33:1108-1111. [PMID: 22726347 DOI: 10.1016/j.nedt.2012.05.025] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/29/2011] [Revised: 04/28/2012] [Accepted: 05/24/2012] [Indexed: 06/01/2023]
Abstract
Contemporary discussions of nursing knowledge, skill, patient safety and the associated ongoing education are usually combined with the term competence. Ensuring patient safety is considered a fundamental tenet of clinical competence together with the ability to problem solve, think critically and anticipate variables which may impact on patient care outcomes. Nurses are ideally positioned to identify, analyse and act on deteriorating patients, near-misses and potential adverse events. The absence of competency may lead to errors resulting in serious consequences for the patient. Gaining and maintaining competence are especially important in a climate of rapid evidence availability and regular changes in procedures, systems and products. Quality and safety issues predominate highlighting a clear need for closer inter-professional collaboration between education and clinical units. Educators and coaches are ideally placed to role model positive leadership and resilience to develop capability and competence. With contemporary guidance and support from educators and coaches, nurses can participate in life-long learning to create and enhance a culture of safety. The added challenge for nurse educators is to modernise, rationalise and integrate education delivery systems to improve clinical learning. Investing in evidence-based, contemporary education assists in building a capable, resilient and competent workforce focused on patient safety.
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Affiliation(s)
- Beverley Duff
- Surgical Services Education, Acute Care, Practice Development Team, Nambour General Hospital, Queensland, Australia.
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Abstract
OBJECTIVES To review literature reporting adverse events and physiological instability in order to develop frameworks that describe and define clinical deterioration in hospitalised patients. METHODS Literature review of publications from 1960 to August 2012. Conception and refinement of models to describe clinical deterioration based on prevailing themes that developed chronologically in adverse event literature. RESULTS We propose four frameworks or models that define clinical deterioration and discuss the utility of each. Early attempts used retrospective chart review and focussed on the end result of deterioration (adverse events) and iatrogenesis. Subsequent models were also retrospective, but used discrete complications (e.g. sepsis, cardiac arrest) to define deterioration, had a more clinical focus, and identified the concept of antecedent physiological instability. Current models for defining clinical deterioration are based on the presence of abnormalities in vital signs and other clinical observations and attempt to prospectively assist clinicians in predicting subsequent risk. However, use of deranged vital signs in isolation does not consider important patient-, disease-, or system-related factors that are known to adversely affect the outcome of hospitalised patients. These include pre-morbid function, frailty, extent and severity of co-morbidity, nature of presenting illness, delays in responding to deterioration and institution of treatment, and patient response to therapy. CONCLUSION There is a need to develop multiple-variable models for deteriorating ward patients similar to those used in intensive care units. Such models may assist clinician education, prospective and real-time patient risk stratification, and guide quality improvement initiatives that prevent and improve response to clinical deterioration.
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