Nurses’ perceptions of their preparation for triage

Educational intervention in triage with the Swedish triage scale RETTS©, with focus on specialist nurse students in ambulance and emergency care - A cross-sectional study

AIM

To determine the reliability of application of the RETTS© triage scale after an educational intervention using paper-based scenarios in emergency care education.

BACKGROUND

Knowledge about and education in triage are important factors in triagescale implementation. Presenting students with a large number of triage scenarios is a common part of triage education.

METHODS

In this prospective cross-sectional study at two universities students undergoing education in emergency care used RETTS© to assess triage level in 46 paper-based scenarios.

RESULTS

57 students in the study made 2590 final triage decisions. Fleiss Kappa for final triage was 0.411 which is in the lower range of moderate agreement. In 25 of 46 (53.4%) scenarios, final triage levels did not agree about whether the case was stable or unstable.

CONCLUSION/IMPLICATIONS

Application of the RETTS© triage scale after an educational intervention with paper-based simulation in emergency care education resulted in moderate agreement about the final levels of triage.

Triage education in rural remote settings: A scoping review

BACKGROUND

Triage is a complex nursing task to prioritise patient care, based on acuity. Triage decisions can affect patient safety and must employ critical thinking. Graduate registered nurses are expected to triage in rural facilities, which is in contrast to current guidelines. The purpose of this review was; to discover how effective education support programs were in developing clinical decision-making skills for graduates at triage; and to determine what is known about triage education support programs for graduate or novice registered nurses undertaking triage in rural and remote settings.

METHOD

A scoping review was undertaken to identify and analyse primary research articles following PRISMA guidelines, sourced from four electronic databases.

RESULTS

6158 retrieved articles were found, after duplicate removal and screening against inclusion/exclusion criteria; fourteen articles were included. Themes included 'variability of triage accuracy and assessment'; 'education qualifications and experience'; and 'training and supervision'.

CONCLUSION

This review demonstrates significant gaps in the literature reporting on this topic area, particularly in the rural context. Common recommendations include standardised triage education strategies, and strategies that account for differences in resourcing levels. Further research is required to attempt to link education strategies in rural contexts to acceptable triage outcomes like triage accuracy.

Development and preliminary testing of an online software system to facilitate assessment of accuracy and consistency in applying the Australasian Triage Scale

PURPOSE

The aim of this project was to design and evaluate an online software system to facilitate the assessment of triage decision accuracy and consistency in applying the Australasian Triage Scale.

BACKGROUND

Triage is a critical component of emergency nursing practice, which affects patient access to emergency care. Accurate and consistent triage decisions are vital to ensuring patient safety, timely access to care and ED operation. Presently, there is no standard process to examine triage decisions, measure current performance and support department and individual performance development activities to improve patient safety and quality of emergency care.

METHOD

An iterative design guided by a human factors development approach was used to develop a retrospective, focus-based analysis system to evaluate triage decision accuracy and consistency, and enable the exploration of service gaps and opportunities for practice change and professional development.

RESULTS

Triage decision accuracy and consistency, including areas for improvement are detectable and quantifiable. Findings generated may aid in departmental performance and professional development of triage nurses.

CONCLUSION

This is the first system developed to assess decision accuracy and consistency in applying the Australasian Triage Scale. This paper has described the development and preliminary testing of a user-centred design process and implementation of a web-based system to evaluate triage decision accuracy and consistency.

Real-Time Remote Health-Monitoring Systems in a Medical Centre: A Review of the Provision of Healthcare Services-Based Body Sensor Information, Open Challenges and Methodological Aspects

Promoting patient care is a priority for all healthcare providers with the overall purpose of realising a high degree of patient satisfaction. A medical centre server is a remote computer that enables hospitals and physicians to analyse data in real time and offer appropriate services to patients. The server can also manage, organise and support professionals in telemedicine. Therefore, a remote medical centre server plays a crucial role in sustainably delivering quality healthcare services in telemedicine. This article presents a comprehensive review of the provision of healthcare services in telemedicine applications, especially in the medical centre server. Moreover, it highlights the open issues and challenges related to providing healthcare services in the medical centre server within telemedicine. Methodological aspects to control and manage the process of healthcare service provision and three distinct and successive phases are presented. The first phase presents the identification process to propose a decision matrix (DM) on the basis of a crossover of 'multi-healthcare services' and 'hospital list' within intelligent data and service management centre (Tier 4). The second phase discusses the development of a DM for hospital selection on the basis of integrated VIKOR-Analytic Hierarchy Process (AHP) methods. Finally, the last phase examines the validation process for the proposed framework.

Based Real Time Remote Health Monitoring Systems: A Review on Patients Prioritization and Related "Big Data" Using Body Sensors information and Communication Technology

The growing worldwide population has increased the need for technologies, computerised software algorithms and smart devices that can monitor and assist patients anytime and anywhere and thus enable them to lead independent lives. The real-time remote monitoring of patients is an important issue in telemedicine. In the provision of healthcare services, patient prioritisation poses a significant challenge because of the complex decision-making process it involves when patients are considered 'big data'. To our knowledge, no study has highlighted the link between 'big data' characteristics and real-time remote healthcare monitoring in the patient prioritisation process, as well as the inherent challenges involved. Thus, we present comprehensive insights into the elements of big data characteristics according to the six 'Vs': volume, velocity, variety, veracity, value and variability. Each of these elements is presented and connected to a related part in the study of the connection between patient prioritisation and real-time remote healthcare monitoring systems. Then, we determine the weak points and recommend solutions as potential future work. This study makes the following contributions. (1) The link between big data characteristics and real-time remote healthcare monitoring in the patient prioritisation process is described. (2) The open issues and challenges for big data used in the patient prioritisation process are emphasised. (3) As a recommended solution, decision making using multiple criteria, such as vital signs and chief complaints, is utilised to prioritise the big data of patients with chronic diseases on the basis of the most urgent cases.

The accuracy and consistency of rural, remote and outpost triage nurse decision making in one Western Australia Country Health Service Region

BACKGROUND

The Australasian Triage Scale aims to ensure that the triage category allocated, reflects the urgency with which the patient needs medical assistance. This is dependent on triage nurse accuracy in decision making. The Australasian Triage Scale also aims to facilitate triage decision consistency between individuals and organisations. Various studies have explored the accuracy and consistency of triage decisions throughout Australia, yet no studies have specifically focussed on triage decision making in rural health services. Further, no standard has been identified by which accuracy or consistency should be measured. Australian emergency departments are measured against a set of standard performance indicators, including time from triage to patient review, and patient length of stay. There are currently no performance indicators for triage consistency.

METHODS

An online questionnaire was developed to collect demographic data and measure triage accuracy and consistency. The questionnaire utilised previously validated triage scenarios.(1) Triage decision accuracy was measured, and consistency was compared by health site type using Fleiss' kappa.

RESULTS

Forty-six triage nurses participated in this study. The accuracy of participants' triage decision-making decreased with each less urgent triage category. Post-graduate qualifications had no bearing on triage accuracy. There was no significant difference in the consistency of decision-making between paediatric and adult scenarios. Overall inter-rater agreement using Fleiss' kappa coefficient, was 0.4. This represents a fair-to-good level of inter-rater agreement.

CONCLUSIONS

A standard definition of accuracy and consistency in triage nurse decision making is required. Inaccurate triage decisions can result in increased morbidity and mortality. It is recommended that emergency department performance indicator thresholds be utilised as a benchmark for national triage consistency.

A review of the quality assurance processes for the Australasian Triage Scale (ATS) and implications for future practice

Triage is a critical component in the delivery of time-sensitive emergency care. Decision-making and the activity of the triage nurse affect patient access to care and allocation of emergency department (ED) resources. It is important to be able to evaluate decision-making at triage to ensure patient safety, and to identify opportunities for professional and service development. At present, there is no standard approach to retrospective examination of triage decisions using the Australasian Triage Scale. The aim of this literature review is to identify the quality control strategies used in triage and the factors that appear to influence triage decisions in relation to the Australasian Triage Scale.