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2020 ; 12140
(ä): 430-40
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Investigating Coordination of Hospital Departments in Delivering Healthcare for
Acute Coronary Syndrome Patients Using Data-Driven Network Analysis
#MMPMIDC7303685
Abuhay TM
; Nigatie YG
; Metsker OG
; Yakovlev AN
; Kovalchuk SV
Computational Science ? ICCS 2020
2020[May]; 12140
(ä): 430-40
PMIDC7303685
show ga
Healthcare systems are challenged to deliver high-quality and efficient care.
Studying patient flow in a hospital is particularly fundamental as it
demonstrates effectiveness and efficiency of a hospital. Since hospital is a
collection of physically nearby services under one administration, its
performance and outcome are shaped by the interaction of its discrete components.
Coordination of processes at different levels of organizational structure of a
hospital can be studied using network analysis. Hence, this article presents a
data-driven static and temporal network of departments. Both networks are
directed and weighted and constructed using seven years? (2010?2016) empirical
data of 24902 Acute Coronary Syndrome (ACS) patients. The ties reflect an
episode-based transfer of ACS patients from department to department in a
hospital. The weight represents the number of patients transferred among
departments. As a result, the underlying structure of network of departments that
deliver healthcare for ACS patients is described, the main departments and their
role in the diagnosis and treatment process of ACS patients are identified, the
role of departments over seven years is analyzed and communities of departments
are discovered. The results of this study may help hospital administration to
effectively organize and manage the coordination of departments based on their
significance, strategic positioning and role in the diagnosis and treatment
process which, in-turn, nurtures value-based and precision healthcare.