This might be of interest to you.

Ennis, D., Medaille, A., Lambert, T., Kelley, R., & Jr, F. C. H. (2013). A 
comparison of academic libraries: an analysis using a self-organizing map. 
Performance Measurement and Metrics, 14(2), 118–131. 
doi:10.1108/PMM-07-2012-0026 

Abstract:
Purpose – This paper aims to analyze the relationship among measures of 
resource and service usage and other features of academic libraries in 
the USA and Canada. 


Design/methodology/approach – 
Through the use of a self-organizing map, academic library data were 
clustered and visualized. Analysis of the library data was conducted 
through the computation of a “library performance metric” that was 
applied to the resulting map. 

Findings – Two areas of 
high-performing academic libraries emerged on the map. One area included 
libraries with large numbers of resources, while another area included 
libraries that had low resources but gave greater numbers of 
presentations to groups, offered greater numbers of public service 
hours, and had greater numbers of staffed service points. 

Research limitations/implications – The metrics chosen as a measure of library 
performance offer only a 
partial picture of how libraries are being used. Future research might 
involve the use of a self-organizing map to cluster library data within 
certain parameters and the identification of high-performing libraries 
within these clusters. 

Practical implications – This 
study suggests that libraries can improve their performance not only by 
acquiring greater resources but also by putting greater emphasis on the 
services that they provide to their users. 

Originality/value – This paper demonstrates how a self-organizing map can be 
used in the 
analysis of large data sets to facilitate library comparisons.


thank you,


stephen

 
STEPHEN B. ALAYON
Data Bank Senior Information Assistant
Library and Data Banking Services Section
Training and Information Division
Aquaculture Department (AQD)
Southeast Asian Fisheries Development Center (SEAFDEC) 
Tigbauan, Iloilo 5021 Philippines
URL: http://www.seafdec.org.ph
Telephone No.: 63 33 5119170 to 71 local 409
Fax No.: 63 33 5119174
Mobile Phone No.: 63 919 4506688
Email Add: [email protected], [email protected]

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