Paper Info
Title
Monitoring Human Resources of a Public Health-Care System Through Intelligent Data Analysis and Visualization
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.
Year
DOI
Venue
2007
10.5772/6412
artificial intelligence in medicine in europe
Keywords
Field
DocType
health-care professional,public health-care system,developed model,complex system,primary care level,slovenian national hcs sub-system,intelligent data analysis,permanent monitoring,data analysis,monitoring human resources,primary health-care professional,decision support,human resource,performance indicator,public health,primary health care,health care
Public health,Data mining,Performance indicator,Human resources,Workload,Visualization,Computer science,Decision support system,Knowledge management,Primary care
Conference
Volume
ISSN
Citations 
4594
0302-9743
0
PageRank 
References 
Authors
0.34
3
6
Name
Order
Citations
PageRank
Aleksander Pur1142.17
Marko Bohanec233448.69
Nada Lavrač398972.19
Bojan Cestnik4716262.57
Marko Debeljak5144.54
Anton Gradišek697.96