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International Workshops on EDBA, ML4PM, RPM, PODS4H, SA4PM, PQMI, EduPM, and DQT-PM, held at the International Conference on Process Mining, ICPM 2022 ; 468 LNBIP:391-403, 2023.
Article in English | Scopus | ID: covidwho-2302099

ABSTRACT

Care pathways in hospitals around the world reported significant disruption during the recent COVID-19 pandemic but measuring the actual impact is more problematic. Process mining can be useful for hospital management to measure the conformance of real-life care to what might be considered normal operations. In this study, we aim to demonstrate that process mining can be used to investigate process changes associated with complex disruptive events. We studied perturbations to accident and emergency (A &E) and maternity pathways in a UK public hospital during the COVID-19 pandemic. Co-incidentally the hospital had implemented a Command Centre approach for patient-flow management affording an opportunity to study both the planned improvement and the disruption due to the pandemic. Our study proposes and demonstrates a method for measuring and investigating the impact of such planned and unplanned disruptions affecting hospital care pathways. We found that during the pandemic, both A &E and maternity pathways had measurable reductions in the mean length of stay and a measurable drop in the percentage of pathways conforming to normative models. There were no distinctive patterns of monthly mean values of length of stay nor conformance throughout the phases of the installation of the hospital's new Command Centre approach. Due to a deficit in the available A &E data, the findings for A &E pathways could not be interpreted. © 2023, The Author(s).

2.
Surg Open Sci ; 10: 148-155, 2022 Oct.
Article in English | MEDLINE | ID: covidwho-2096039

ABSTRACT

Objective: The COVID-19 pandemic led to a dramatic decrease in face-to-face teaching. This can particularly impact medical students' skills development. This prompted development of an in-person surgical skills course as guided by the General Medical Council "Outcomes for Graduates" facilitated by tutors with surgical experience. This study aimed to primarily assess participant confidence in surgical skills following the course. Design: This was an interventional study assessing both qualitative and quantitative data collected prior to, during, and post course completion. Data were collected from students via online forms, which included a mixture of "Yes/No" responses, self-assessed confidence levels via Likert scales, and free type questions. Setting: The study assessed feedback for a 5-session surgical skills course delivered at the authors' institution. This is a newly designed course using low-cost materials which was free for all attendees. Participants: Participants were all in the first or second year of medical school. There was capacity for 60 students, and all attendees provided informed consent to participate. Results: A total of 446 students applied for the course with 58 participants in the final study, 31% of whom had prior surgical skills experience. There was a statistically significant increase in student confidence levels following the course for all taught surgical skills (P = .0001). Participants were also more confident that they possessed the skills required for clinical placements (P = .0001) and to work as a junior doctor (P = .01). Thematic qualitative analysis revealed a reliance on third parties for previous surgical experience; this course improved knowledge and skills for future practice. Limitations included session duration and equipment choice. Conclusion: This study demonstrates high demand and student satisfaction from this course, offering a potential framework to improve undergraduate surgical skills teaching. The results presented here have the potential to inform wider curricula development across medical schools in the future. Competencies: Medical knowledge; practice-based learning and Improvement.

3.
Emerg Nurse ; 2022 Aug 15.
Article in English | MEDLINE | ID: covidwho-1994472

ABSTRACT

Research is essential for the implementation of evidence-based practice and can lead to improvements and innovations in care delivery. Although ultimately beneficial for patients and staff, the data collection involved in research often presents challenges, particularly in the emergency department (ED) setting. This article describes the challenges of undertaking a feasibility trial in a city centre ED. The target research population were adult patients who presented to the ED with an issue related to opioid misuse, for example opioid overdose, injection site wounds and/or abscess, or injury sustained during opioid intoxication. Challenges experienced during this trial included a demanding work environment, ED attendees not being suitable for recruitment into research, and suspension of the trial during the coronavirus disease 2019 (COVID-19) pandemic. The author details the strategies introduced to ensure effective patient recruitment to the trial, including nurse secondment onto the research team, offering incentives, raising awareness of the trial among ED staff and implementing flexible training. These strategies continued to be effective after a period of suspension due to the COVID-19 pandemic.

4.
Niger Postgrad Med J ; 29(2): 96-101, 2022.
Article in English | MEDLINE | ID: covidwho-1835290

ABSTRACT

The use of reverse transcription-polymerase chain reaction (RT-PCR) is the gold standard laboratory test for diagnosing SARS-CoV-2 infection. However, it has the disadvantage of a long turnaround time and cost. The Nigeria Centre for Disease Control (NCDC) formulated a case definition for COVID-19. We sought to determine the utility of a 14-item, point-weighted clinical screening questionnaire adapted from the NCDC case definition in identifying patients more likely to have the disease. This was to aid prompt clinical decision-making. Methods: We retrospectively reviewed the data of 113 non-surgical patients presenting to the Accident and Emergency Department (A and E) of Lagos University Teaching Hospital, Lagos, Nigeria. Patients were stratified based on screening scores into low (0-2), moderate (3-5) and high (6) pre-test categories. Patients with low and high scores ≥6 were admitted to the A and E and the COVID-19 holding ward, respectively, while the moderate group had chest computed tomography scans to aid further decision-making, pending the outcome of their RT-PCR results. The validity of the triage score as compared to the RT-PCR test result was calculated and the kappa score of agreement was utilised to evaluate the concordance between two triage scores. The optimum cut-off score was also obtained based on the maximal Younden's index. Results: The frequencies of low, moderate and high pre-test scores were 34 (30%), 43 (38.1%) and 36 (31.9%), respectively. Overall, 38.1% (43/113) were RT-PCR positive. RT-PCR was positive in 26.5% (9/34) with low screening scores, 55.8% (24/43) with moderate scores and 27.8% (10/36) with high scores. The sensitivity and specificity of a high score of 6 were 25% and 92.86%, while the lower score of 3 had sensitivity and specificity of 62.5% and 58.6%, respectively. Conclusion: The screening tool showed a high specificity in its initial design, which suggests that anyone with a low score using this tool has a high probability of testing negative. We recommend a cut-off score of 4 (score A) or 6 (score B) of the current screening tool be used to increase the chances of identifying persons with COVID-19 for RT-PCR testing.


Subject(s)
COVID-19 , COVID-19/diagnosis , COVID-19/epidemiology , COVID-19 Testing , Emergency Service, Hospital , Humans , Nigeria/epidemiology , Pilot Projects , Retrospective Studies , SARS-CoV-2
6.
Emerg Nurse ; 30(2): 32-40, 2022 Mar 01.
Article in English | MEDLINE | ID: covidwho-1464015

ABSTRACT

Breaking the news of potentially serious and new diagnoses to patients in the emergency department (ED) is a common but challenging aspect of the autonomous practitioner's role. It is a complex process, requiring expertise and skill. If the news is delivered appropriately there is evidence to suggest a beneficial effect on the patient's ability to cope, yet there is little formal training available and literature focused on the ED setting is limited. This article aims to guide and prepare autonomous practitioners in the ED to break bad news to patients, including during remote consultations introduced due to the coronavirus disease 2019 pandemic. It identifies the importance of preparation; different approaches to breaking bad news, namely the six-stage SPIKES framework and a case study exploring its application in practice; the range of potential patient reactions and how these can be managed, including the provision of support; and how to involve and communicate with other members of the multidisciplinary team. Suggestions for further training are outlined.


Subject(s)
COVID-19 , Truth Disclosure , Communication , Emergency Service, Hospital , Humans , Physician-Patient Relations
7.
BMJ Mil Health ; 166(1): 37-41, 2020 Feb.
Article in English | MEDLINE | ID: covidwho-1452951

ABSTRACT

Major disease outbreaks continue to be a significant risk to public health, with pandemic influenza or an emerging infectious disease outbreak at the top of the UK National Risk Register. The risk of deliberate release of a biological agent is lower but remains possible and may only be recognised after casualties seek medical attention. In this context the emergency preparedness, resilience and response (EPRR) process protects the public from high consequence infectious diseases, other infectious disease outbreaks and biological agent release. The core elements of the EPRR response are recognition of an outbreak, isolation of patients, appropriate personal protective equipment for medical staff and actions to minimise further disease spread. The paper discusses how high-threat agents may be recognised by clinicians, the initial actions to be taken on presentation and how the public health system is notified and responds. It draws on the national pandemic influenza plans to describe the wider response to a major disease outbreak and discusses training requirements and the potential role of the military.


Subject(s)
Biohazard Release , Civil Defense , Influenza, Human/prevention & control , Military Personnel , Pandemics/prevention & control , Public Health Practice , Biohazard Release/prevention & control , Civil Defense/education , Communicable Disease Control , Communicable Diseases/diagnosis , Disaster Planning , Disease Notification , Humans , Influenza, Human/therapy , Interinstitutional Relations , Patient Isolation , Personal Protective Equipment , United Kingdom
8.
Emerg Nurse ; 30(1): 25-31, 2022 Jan 04.
Article in English | MEDLINE | ID: covidwho-1374642

ABSTRACT

BACKGROUND: The coronavirus disease 2019 (COVID-19) can result in severe pneumonia, leading to acute respiratory distress syndrome, which are treated using continuous positive airway pressure (CPAP). Patients must be evaluated quickly to commence early CPAP if required. AIM: To identify patients with COVID-19 in the emergency department (ED) who require early CPAP, using vital signs measurements during triage. METHOD: This was a retrospective, observational, single-centre cohort study of patients with COVID-19 admitted to the ED of a university hospital in Lombardy, Italy, between 21 February 2020 and 30 April 2020. These patients were divided into two groups: those who required CPAP and those did not require CPAP. Recordings of their vital signs were retrieved from triage medical records. The vital signs values recorded in the two groups on their arrival at the ED were compared. RESULTS: Of 601 patients, 120 (20%) required CPAP. It was identified that the typical characteristics of patients requiring early CPAP were: male (P=.013) with a median age of 68 years (P=.000), oxygen saturation of 92% (P=.000), temperature ≥38°C (P=.008), respiratory rate of 26 breaths per minute (P=.000) and had received pre-hospital oxygen therapy before arriving at the ED (P=.000). The CPAP group was divided into two subgroups: patients who had received pre-hospital oxygen therapy and those who had not. The median respiratory rate values between the two subgroups presented a statistically significant difference (P=.004). CONCLUSION: This study identified the characteristics of a typical patient with COVID-19 who requires early CPAP. Based on the results, the authors have devised a triage flow chart that uses selected vital signs measurements (oxygen saturation, respiratory rate and receipt of pre-hospital oxygen therapy) to identify patients requiring early CPAP. This flow chart should be trialled in a prospective study before it is used to inform clinical decision-making.


Subject(s)
COVID-19 , Continuous Positive Airway Pressure , Vital Signs , Adult , Aged , COVID-19/diagnosis , COVID-19/therapy , Cohort Studies , Female , Humans , Male , Middle Aged , Oxygen Saturation , Prospective Studies
9.
BMC Emerg Med ; 21(1): 42, 2021 04 06.
Article in English | MEDLINE | ID: covidwho-1169949

ABSTRACT

BACKGROUND: Recent studies have shown a decrease of admissions to accident and emergency (A&E) departments after the local outbreaks of COVID-19. However, differential trends of admission counts, for example according to diagnosis, are less well understood. This information is crucial to inform targeted intervention. Therefore, we aimed to compare admission counts in German A&E departments before and after 12th march in 2020 with 2019 according to demographic factors and diagnosis groups. METHODS: Routine data of all admissions between 02.12.2019-30.06.2020 and 01.12.2018-30.06.2019 was available from six hospitals in five cities from north-western, eastern, south-eastern, and south-western Germany. We defined 10 diagnosis groups using ICD-10 codes: mental disorders due to use of alcohol (MDA), acute myocardial infarction (AMI), stroke or transient ischemic attack (TIA), heart failure, pneumonia, chronic obstructive pulmonary disease (COPD), cholelithiasis or cholecystitis, back pain, fractures of the forearm, and fractures of the femur. We calculated rate ratios comparing different periods in 12.03.2020-30.06.2020 with 12.03.2019-30.06.2019. RESULTS: Forty-one thousand three hundred fifty-three cases were admitted between 12.03.2020-30.06.2020 and 51,030 cases between 12.03.2019-30.06.2019. Admission counts prior to 12.03. were equal in 2020 and 2019. In the period after 12.03., the decrease of admissions in 2020 compared to 2019 was largest between 26.03. and 08.04. (- 30%, 95% CI - 33% to - 27%). When analysing the entire period 12.03.-30.06., the decrease of admissions was heterogeneous among hospitals, and larger among people aged 0-17 years compared to older age groups. In the first 8 weeks after 12.03., admission counts of all diagnoses except femur fractures and pneumonia declined. Admissions with pneumonia increased in this early period. Between 07.05. and 30.6.2020, we noted that admissions with AMI (+ 13%, 95% CI - 3% to + 32%) and cholelithiasis or cholecystitis (+ 20%, 95% CI + 1% to + 44%) were higher than in 2019. CONCLUSIONS: Our results suggest differential trends of admission counts according to age, location, and diagnosis. An initial decrease of admissions with MDA, AMI, stroke or TIA, heart failure, COPD, cholelithiasis or cholecystitis, and back pain imply delays of emergency care in Germany. Finally, our study suggests a delayed increase of admissions with AMI and cholelithiasis or cholecystitis.


Subject(s)
COVID-19/epidemiology , Emergency Service, Hospital/trends , Acute Disease , Adolescent , Adult , Aged , Child , Child, Preschool , Germany/epidemiology , Humans , Infant , Infant, Newborn , Middle Aged , Pandemics , Patient Acceptance of Health Care , SARS-CoV-2 , Young Adult
10.
Eur Arch Paediatr Dent ; 22(3): 507-513, 2021 Jun.
Article in English | MEDLINE | ID: covidwho-1002196

ABSTRACT

PURPOSE: The UK government introduced a nationwide lockdown on the 23rd March 2020 to prevent the spread of COVID-19. All elective hospital and dental practice assessments and procedures were mandated to stop. Key hospital dental workers were required to work, and Guy's and St Thomas' NHS Foundation Trust became a designated Urgent Dental Care Centre (UDC) for the greater London area. The paediatric dental emergency walk-in service was suspended and replaced with a telephone triage system and evaluation of digital images sent by parents/carers when needed. The aim of this paper is to describe the emergency service provided by staff in the department of Paediatric Dentistry at St Thomas' Hospital during the first lockdown. METHODS: A prospective service evaluation of the modified paediatric dental emergency service was carried out between 25th March and 29th May 2020. RESULTS: Four-hundred and sixty-four patients accessed the paediatric dental emergency service via telephone during the service evaluation period. Of these, 192 (41%) had dental pain, 121 (26%) had pain and swelling of dental origin, and 89 (19%) had trauma. CONCLUSIONS: Remote telephone consultations and digital photographs were useful to screen emergency paediatric dental patients, but lack of face-to-face consultations with radiographic assessment and access to general anaesthetic services were major limiting factors.


Subject(s)
COVID-19 , Pandemics , Child , Communicable Disease Control , Emergency Service, Hospital , Humans , London/epidemiology , Prospective Studies , SARS-CoV-2
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