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Network Analysis of Academic Medical Center Websites in the United States.

Authors :
He, Shuhan
Chen, David
Black, Kameron Collin
Chong, Paul
Marzouk, Sammer
Yoon, Byung-Jun
Davis, Kendrick
Lee, Jarone
Source :
Scientific Data; 4/28/2023, Vol. 10 Issue 1, p1-13, 13p
Publication Year :
2023

Abstract

Healthcare resources are published annually in repositories such as the AHA Annual Survey Database<superscript>TM</superscript>. However, these data repositories are created via manual surveying techniques which are cumbersome in collection and not updated as frequently as website information of the respective hospital systems represented. Also, this resource is not widely available to patients in an easy-to-use format. Network analysis techniques have the potential to create topological maps which serve to aid in pathfinding for patients in their search for healthcare services. This study explores the topological structure of forty United States academic health center websites. Network analysis is utilized to analyze and visualize 48,686 webpages. Several elements of network structure are examined including basic network properties, and centrality measures distributions. The Louvain community detection algorithm is used to examine the extent to which these techniques allow identification of healthcare resources within networks. The results indicate that websites with related healthcare services tend to form observable clusters useful in mapping key resources within a hospital system. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
20524463
Volume :
10
Issue :
1
Database :
Complementary Index
Journal :
Scientific Data
Publication Type :
Academic Journal
Accession number :
163414664
Full Text :
https://doi.org/10.1038/s41597-023-02104-3