عنوان انگلیسی مقاله:
Discovering role interaction models in the Emergency Room using Process Mining
ترجمه فارسی عنوان مقاله:
کشف مدل های تعامل نقش در اتاق اورژانس با استفاده از فرآیند کاوی
Sciencedirect - Elsevier - Journal of Biomedical Informatics, 78 (2018) 60-77: doi:10:1016/j:jbi:2017:12:015
Camilo Alvareza, Eric Rojasa,⁎, Michael Ariasa, Jorge Munoz-Gamaa, Marcos Sepúlvedaa, Valeria Herskovica, Daniel Capurrob
A coordinated collaboration among different healthcare professionals in Emergency Room (ER)
processes is critical to promptly care for patients who arrive at the hospital in a delicate health condition,
claiming for an immediate attention. The aims of this study are (i) to discover role interaction models in (ER)
processes using process mining techniques; (ii) to understand how healthcare professionals are currently collaborating; and (iii) to provide useful knowledge that can help to improve ER processes.
Methods: A four step method based on process mining techniques is proposed. An ER process of a university
hospital was considered as a case study, using 7160 episodes that contains specific ER episode attributes.
Results: Insights about how healthcare professionals collaborate in the ER was discovered, including the identification of a prevalent role interaction model along the major triage categories and specific role interaction
models for different diagnoses. Also, common and exceptional professional interaction models were discovered
at the role level.
Conclusions: This study allows the discovery of role interaction models through the use of real-life clinical data
and process mining techniques. Results show a useful way of providing relevant insights about how healthcare
professionals collaborate, uncovering opportunities for process improvement.
Keywords: Healthcare ، Processes ، Process mining ، Case studies ، Organizational mining ، Organizational team patterns