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Data envelopment analysis implementation in producing the projection of inefficient IT projects


Ku-Mahamud, Ku Ruhana and Abd Ghani, Nor Farzana and Ahmad, Faudziah and Mat Kasim, Maznah and Abdullah, Fader (2011) Data envelopment analysis implementation in producing the projection of inefficient IT projects. In: 2011 Fifth UKSim European Symposium on Computer Modeling and Simulation (EMS), 16-18 Nov. 2011, Madrid.

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Abstract

The efficient utilization of input such as labor, raw material and capital is the main target for organization to produce output such as profit and revenue.The result of this practice will eliminate waste, increase output and increase organization's profit.In order to explore the utilization of input to produce better output, a set of data consists of 39 completed projects in an IT organization were analyzed using Data Envelopment Analysis. Through the projection of inefficient projects both in input and output orientation, it shows that the projects that are not efficient need to be compared with efficient projects to improve the efficiency score.This paper also suggests on the improvements of the inefficient projects by referring on both input and output orientation.It was concluded for an organization to improve their performance, they need to balance the input utilization with output produced.

Item Type: Conference or Workshop Item (Paper)
Additional Information: Print ISBN: 978-1-4673-0060-5
Uncontrolled Keywords: Data Envelopment Analysis, Project Efficiency,Input Orientation, Output Orientation
Subjects: Q Science > QA Mathematics > QA76 Computer software
Divisions: School of Computing
Depositing User: Prof. Dr. Ku Ruhana Ku Mahamud
Date Deposited: 26 Feb 2014 09:04
Last Modified: 24 Apr 2016 04:06
URI: http://repo.uum.edu.my/id/eprint/9498

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