Hospital Triage Decision-Making Index Cues and Heuristics among Emergency Room Nurses in Selected Private Hospitals in 2nd and 3rd District of Laguna.

Authors

  • John Mico Malvar Canossa College – San Pablo City Author https://orcid.org/0009-0003-0419-1596
  • Joshly Andrea Briz Canossa College – San Pablo City Author
  • Brigitte Maureen Pulutan Canossa College – San Pablo City Author
  • Elen May Valenzuela Canossa College – San Pablo City Author
  • Kathleen Corcolon Canossa College – San Pablo City Author
  • Marc Lester Quintana Dalubhasaan ng Lungsod ng San Pablo Author https://orcid.org/0000-0002-5857-407X

DOI:

https://doi.org/10.67167/vertex.774

Keywords:

triage decision-making, emergency nursing, cues, heuristics, critical thinking, environmental conditions, time pressure, patient volume, workload

Abstract

Triage decision-making skills are crucial in nursing, where rapid decisions are needed under uncertainty. This study aimed to determine the level of triage decision-making skills among emergency room nurses in selected private hospitals in the 2nd and 3rd districts of Laguna, and the factors influencing the use of cues and heuristics in nursing practice. A quantitative descriptive-correlational method, involving 67 emergency room nurses as respondents of the study. Data were gathered using an adopted research questionnaire, the Triage Decision Making Inventory (TDMI), and research-made questionnaires based on the literature. The results indicated that respondents had very high levels of triage decision-making skills across all domains; most nurses rated themselves as very good to excellent. Environmental factors, workload, time pressures, and patient volumes were rated very high to extremely high as factors that influenced cues and heuristics use. Results revealed a significant positive correlation between triage decision-making skills and identified factors that influence cues and heuristics use, all of which were statistically significant at p < .001, with critical thinking being the strongest predictor of all. The findings indicate emergency room nurses had very high clinical decision-making skills; their use of cues and heuristics is also influenced by a range of factors, including those related to workload, time pressures, and environmental demands, highlighting the need for ongoing professional development and support systems to ensure accurate decision-making for emergency nursing practice. The study recommends emergency room nurses engage in continuing professional development programs focusing on triage prioritization and time management.

Downloads

Download data is not yet available.

References

Agius, S., Magri, C., & Cassar, V. (2025). A Cognitive Task Analysis for Developing a Clinical Decision Support System for Emergency Triage. Journal of emergency nursing, 51(6), 1028–1045.e4. https://doi.org/10.1016/j.jen.2025.05.013

Agongo, M., Somuah, S., Nti-Darkwah, G., Elorm, A. G., & Ntow, H. D. (2026). Nurse-patient communication at the emergency department of a regional referral Hospital in Ghana: perspectives of patients and relatives. International Journal of Africa Nursing Sciences, 24, 101018. https://doi.org/10.1016/j.ijans.2026.101018

Barooah, I. (2026, September 2). Descriptive Correlational Research Design: best practices and examples. Merren. https://merren.io/descriptive-correlational-research/

Comia, R. L., Floranda, L. M. M., & Durante, C. A. G. (2023). Decision-making competence and critical thinking ability among triage nurses in a selected hospital in Batangas, Philippines.

International Journal of Multidisciplinary: Applied Business and Education Research, 4(8), 2863–2871. https://doi.org/10.11594/ijmaber.04.08.07

Djagadou, K. A., Tchala, A., Nsoukpo, O., Segniagbeto, K., Banka, E., Agnegue, E. S. G., & Djibril, M. A. (2025). Factors Associated with Delayed Patient Care in the Emergency Department of the Sylvanus Olympio University Hospital Center in Lomé; Open Journal of Internal Medicine, 15(04), 425–437. https://doi.org/10.4236/ojim.2025.154036

Fekonja, Z., Kmetec, S., Fekonja, U., Reljić, N. M., Pajnkihar, M., & Strnad, M. (2024). Emergency triage nurses’ perceptions of caring behaviors and the safety of the patient during triage encounters: a grounded theory study. BMC Nursing, 23(1), 453. https://doi.org/10.1186/s12912-024-02122-5

Ghanad, A. (2023). An Overview of Quantitative Research Methods. International Journal of Multidisciplinary

Research and Analysis, 6, 3794-3803. https://doi.org/10.47191/ijmra/v6-i8-52

Kapuralalage, T. N. E., Chan, H. F., Dulleck, U., Hughes, J. A., Torgler, B., & Whyte, S. (2025). Clinical decision-making: Cognitive biases and heuristics in triage decisions in the emergency department. The American Journal of Emergency Medicine, 92, 6067.https://doi.org/10.1016/j.ajem.2025.02.043

Madayag, R. A., Bautista, E. C., Pineda, J. P. C., Geanga, A. S., Agustin, R. M. S., Roque, M. L., Apostol, A. P., & Ramirez, D. Q. (2024). Refining clinical judgment competence in nursing education in the Philippines: A mixed-methods study on the impact of the Philips 66 brainstorming technique in case-based learning. Belitung Nursing Journal, 10(6), 680–694. https://doi.org/10.33546/bnj.3560

Oh, W., & Jung, M. (2024). Triage—clinical reasoning on emergency nursing competency: a multiple linear mediation effect. BMC Nursing, 23(1), 274. https://doi.org/10.1186/s12912-024-01919-8

Raab, M., & Gigerenzer, G. (2019). Heuristics in emergency decision making: Insights from cognitive

psychology. Current Opinion in Psychology, 29, 141–146.https://doi.org/10.1016/j.copsyc.2019.02.005

Reay, G., Smith-MacDonald, L., Then, K. L., Hall, M., & Rankin, J. A. (2020). Triage emergency nurse decision making: Incidental findings from a focus group study. International emergency nursing, 48, 100791. https://doi.org/10.1016/j.ienj.2019.100791

Shin, H. J., Park, S., & Lee, H. J. (2024). Optimizing triage education for emergency room nurses: A scoping review. Nurse Education Today, 144, 106452. https://doi.org/10.1016/j.nedt.2024.106452

Soola, A. H., Mehri, S., & Azizpour, I. (2022). Evaluation of the factors affecting triage decision-making among emergency department nurses and emergency medical technicians in Iran: a study based on Benner’s theory. BMC Emergency Medicine, 22(1), 174. https://doi.org/10.1186/s12873-022-00729-y

Thirsk, L. M., Panchuk, J. T., Stahlke, S., & Hagtvedt, R. (2022). Cognitive and implicit biases in nurses’ judgment and decision-making: A scoping review. International Journal of Nursing Studies, 133, 104284. https://doi.org/10.1016/j.ijnurstu.2022.104284

Topacio, R., Tuppal, C. P., Al-Mahdaly, A., Narvaez, R. A., & Kabristante, E. I. A. (2025c, January 21). A Disaster Management Contingency and training plan for nursing service personnel.https://www.scipublications.com/journal/index.php/wjnr/article/view/1258?utm_source

Turen, S., & Isik, F. C. (2025). Triage decision-making levels and affective factors of nurses working in cardiovascular emergency department and intensive care units: a cross-sectional study. BMC Nursing, 24(1), 986. https://doi.org/10.1186/s12912-025-03619-3

Vehko, T., Hyppönen, H., Puttonen, S., Kujala, S., Ketola, E., Tuukkanen, J., Aalto, A., & Heponiemi, T. (2019). Experienced time pressure and stress: electronic health records usability and information technology competence play a role. BMC Medical Informatics and Decision Making, 19(1), 160. https://doi.org/10.1186/s12911-019-0891-z

Downloads

Published

2026-10-31

How to Cite

Hospital Triage Decision-Making Index Cues and Heuristics among Emergency Room Nurses in Selected Private Hospitals in 2nd and 3rd District of Laguna. (2026). The International Review of Multidisciplinary Research, 1(13), 189-199. https://doi.org/10.67167/vertex.774

Similar Articles

11-20 of 261

You may also start an advanced similarity search for this article.