Development of Clinical nursing management model in patient with head injury in Emergency department
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Abstract
Abstract
This research and development study aimed to develop and evaluate the outcomes of a clinical nursing management model for patients with head injuries in the Emergency Department of Hatyai Hospital. The study was conducted in two phases: (1) development of the model based on the National Health and Medical Research Council (NHMRC) framework, and (2) implementation and evaluation. The participants included 35 emergency nurses and 230 patients with mild to moderate head injuries. Research instruments included a clinical screening and management assessment form, a nursing competency assessment form, and a patient data record form. All instruments were validated by three experts, and reliability coefficients (Cronbach’s alpha) were 0.80, 0.70, and 0.89, respectively. Quantitative data were analyzed using descriptive statistics and Chi-square tests, while qualitative data were analyzed using content analysis.
The developed model consisted of six key components: (1) nursing competency, (2) triage and reassessment, (3) clinical nursing practice guidelines, (4) referral processes, (5) monitoring and continuous follow-up, and (6) continuity of care through multidisciplinary collaboration. After implementation, nurses’ knowledge and competency scores showed an increasing trend but were not statistically significant (p > 0.05). In terms of process outcomes, nurses rated the model as clear, easy to use, and feasible for implementation at a high level (Mean = 3.63-4.34). For clinical outcomes, patients with mild head injuries demonstrated significantly improved pain management, with the proportion achieving a pain score ≤ 3 increasing from 67.9% to 81.7% (χ² = 5.471, p = 0.014). Among patients with moderate head injuries, pain control and body temperature regulation improved significantly (p < 0.05), while levels of consciousness, blood glucose, and oxygen saturation showed improving trends but were not statistically significant. Additionally, the completeness of reassessment documentation increased significantly from 57.1% to 97.6% (p < 0.001), and family satisfaction was rated at a high level (Mean = 4.40, SD = 0.603).
These findings indicate that the developed model can effectively improve the quality of care for patients with head injuries in both care processes and clinical outcomes, particularly in pain management and continuity of care.
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References
Reference
Tanasit Wijitraphan. Development of triage process for emergency room in third zone network of hospitals in Chiang Mai provincial area by using mobile application. Disease control journal. 2022; 48(2): 332-341. Thai.
Department of Medical Services, Ministry of Public Health. MOPH ED Triage. Nonthaburi: Academic Medical Office, Department of Medical Services, Ministry of Public Health; 2018. Thai.
Tapeerat Thesprasit. Development of a patient triage system for outpatient and emergency departments at Chokchai Hospital. Regional Health Promotion Center 9 Journal. 2021; 15(36): 160-78. Thai.
Royal College of Neurosurgeons of Thailand; Department of Medical Services; Prasat Neurological Institute. Clinical practice guidelines for traumatic brain injury. 1st ed. Bangkok: Department of Medical Services, Ministry of Public Health; 2019. Thai.
Natthika Saetae, Patcharin Nanui. Development of a screening model according to MOPH ED Triage in the emergency department of Yala Hospital network. J South Coll Occup Health Netw. 2022; 9(1): 149-61. Thai.
Nongyao Intarawichien. A study of emergency patient triage quality at Phon Phisai Hospital, Nong Khai Province. J Health Nurs Educ. 2019; 2(2): 43-53. Thai.
Pimpa Weerakham, Khakhana Wiriyapornpraphas, Siriporn Chakraom, Pichayut Phinyo. Effectiveness of MOPH ED Triage training on the accuracy of patient triage by emergency department personnel at Maesai Hospital. J Dept Med Serv. 2019; 44(5): 70-74. Thai.
Thassanee Soontorn, Yajai Sitthimongkol, Orapan Thosingha, Chukiat Viwatwongkasem. Factors influencing the accuracy of triage by registered nurses in trauma patients. Pacific Rim Int J Nurs Res. 2018; 22(2): 120-30. Thai.
Kellett J. What is the optimal patient triage process and what resources are required? Lancet Reg Health West Pac. 2021; 13: 100203.
Krisada Suamchaiphum, Wallada Chantraungwanich, Orapan Tosing, Apichaya Mansomboon. Factors influencing the accuracy of emergency patient triage using the Emergency Severity Index (ESI). Thai J Nurs Counc. 2019; 34(4): 34-47. Thai.
Supaporn Chanuwat. Problems and needs of patient screening in the emergency department in the New Normal era, tertiary hospitals in Health Region 2 [master's thesis]. Phitsanulok: Naresuan University; 2023. Thai.
Hat Yai Hospital. Emergency department statistics (2020–2022). Songkhla: Emergency Department, Hat Yai Hospital; 2023. Thai.
National Health and Medical Research Council (NHMRC). A guide to the development, evaluation and implementation of clinical practice guidelines. Canberra: NHMRC; 1998.
National Institute for Health and Care Excellence (NICE). Head injury: assessment and early management [Internet]. London: NICE; 2023 [cited 2026 Feb 13]. Available from: https://www.nice.org.uk/guidance/ng232
Haddad, S. H., & Geiger, R. A. Emergency department management of traumatic brain injury. Emergency Medicine Clinics of North America. 2021, 39(2), 259–275.
National Institute for Health and Care Excellence. Head injury: assessment and early management (NG232). 2023. London: NICE.
Dewan, M. C., Rattani, A., Gupta, S., et al. Estimating the global incidence of traumatic brain injury. Journal of Neurosurgery. 2021; 134(3), 1080–1097.
Stiell, I. G., Clement, C. M., Grimshaw, J., Brison, R. J., Rowe, B. H., Schull, M. J., ... & Wells, G. A. Implementation of the Canadian CT Head Rule and its association with use of computed tomography among patients with head injury. JAMA Network Ope. 2022; 5(2), e2142804. https://doi.org/10.1001/jamanetworkopen.2021.42804.
Carney, N., Totten, A. M., O’Reilly, C., Ullman, J. S., Hawryluk, G. W. J., Bell, M. J., ... & Ghajar, J. Guidelines for the management of severe traumatic brain injury. Neurosurgery. 2021; 88(4), 1–10. https://doi.org/10.1093/neuros/nyaa451.
Maas, A. I. R., Menon, D. K., Adelson, P. D., Andelic, N., Bell, M. J., Belli, A., ... & Inoue, T. Traumatic brain injury: Integrated approaches to improve prevention, clinical care, and research. The Lancet Neurology,. 2022; 21(11), 1000–1015. https://doi.org/10.1016/S1474-4422(22)00352-0.
Zhou Y, Zhou L, Chen X. The role of integrated nursing interventions in traumatic brain injury management in the emergency department: A retrospective study. Ther Clin Risk Manag. 2025; 21: 769-80.
Bosch M, McKenzie JE, Ponsford JL, Turner S, Chau M, Forbes AB, et al. Trial protocol: Effectiveness of a targeted tailored intervention to improve the management of patients with mild traumatic brain injury in emergency departments. Trials. 2014; 15: 281.