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Monitoring Human Resources of a Public Health-Care System Through Intelligent Data Analysis and Visualization

Authors :
Nada Lavrač
Marko Bohanec
Aleksander Pur
Bojan Cestnik
Anton Gradišek
Marko Debeljak
Source :
Artificial Intelligence in Medicine ISBN: 9783540735984, AIME
Publication Year :
2007
Publisher :
Springer Berlin Heidelberg, 2007.

Abstract

A public health-care system (HCS) is a complex system that requires permanent monitoring. This paper focuses on the Slovenian national HCS sub-system consisting of a network of health-care professionals at the primary care level. The challenge addressed in this paper is the development and application of intelligent data analysis, decision support and visualization methods aimed to improve the monitoring of human resources of this network. The main outcome is a set of proposed performance indicators and the developed model for monitoring the network of primary health-care professionals of Slovenia. The model enables improved planning and management through data analysis and visualization modules developed for the monitoring of physicians' qualification, age, workload and dispersion.

Details

ISBN :
978-3-540-73598-4
ISBNs :
9783540735984
Database :
OpenAIRE
Journal :
Artificial Intelligence in Medicine ISBN: 9783540735984, AIME
Accession number :
edsair.doi...........f0395c1d050e50212d4595706163bed4
Full Text :
https://doi.org/10.1007/978-3-540-73599-1_22