Research performance evaluation using Data Envelopment Analysis (DEA) / Norshahida Shaadan

Research performance evaluation using Data Envelopment Analysis (DEA) / Norshahida Shaadan

This paper seeks to evaluate the research performance of 29 research units in terms of productivity and efficiency via DEA. This objective is achieved by establishing a set of performance indicators particularly in the aspect of relative efficiency that covers both input and output factors. In this...

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Format: Article
Language:English
Published: Fakulti Teknologi Maklumat dan Sains Kuantitatif 2005
Online Access:http://ir.uitm.edu.my/id/eprint/16801/
http://ir.uitm.edu.my/id/eprint/16801/1/AJ_NORSHAHIDA%20SHAADAN%20JTMSK%2005.pdf
id uitm-16801
recordtype eprints
spelling uitm-168012017-05-05T07:26:16Z http://ir.uitm.edu.my/id/eprint/16801/ Research performance evaluation using Data Envelopment Analysis (DEA) / Norshahida Shaadan This paper seeks to evaluate the research performance of 29 research units in terms of productivity and efficiency via DEA. This objective is achieved by establishing a set of performance indicators particularly in the aspect of relative efficiency that covers both input and output factors. In this context, the relative efficiency of 29 participating units including (faculties and branch campuses) was measured using a non-parametric method namely, the Data Envelopment Analysis (DEA). DEA is able to handle the problems of multiple output and multiple input criteria and successfully assessed the overall performance of each research unit. In this particular problem, the overall performance can be interpreted as the achievement of all output criteria. The results revealed that 19 out of 29 units were efficient and known as the "best practice" units. It was also identified that the time spent to complete a project and the number of completed projects have being the most frequent contributing input and output criterion to the efficiency rating in the context of research performance evaluation. Fakulti Teknologi Maklumat dan Sains Kuantitatif 2005 Article PeerReviewed text en http://ir.uitm.edu.my/id/eprint/16801/1/AJ_NORSHAHIDA%20SHAADAN%20JTMSK%2005.pdf UNSPECIFIED (2005) Research performance evaluation using Data Envelopment Analysis (DEA) / Norshahida Shaadan. Jurnal Teknologi Maklumat dan Sains Kuantitatif, 7 (1). pp. 59-69. ISSN 1823-0822
repository_type Digital Repository
institution_category Local University
institution Universiti Teknologi MARA
building UiTM Institutional Repository
collection Online Access
language English
description This paper seeks to evaluate the research performance of 29 research units in terms of productivity and efficiency via DEA. This objective is achieved by establishing a set of performance indicators particularly in the aspect of relative efficiency that covers both input and output factors. In this context, the relative efficiency of 29 participating units including (faculties and branch campuses) was measured using a non-parametric method namely, the Data Envelopment Analysis (DEA). DEA is able to handle the problems of multiple output and multiple input criteria and successfully assessed the overall performance of each research unit. In this particular problem, the overall performance can be interpreted as the achievement of all output criteria. The results revealed that 19 out of 29 units were efficient and known as the "best practice" units. It was also identified that the time spent to complete a project and the number of completed projects have being the most frequent contributing input and output criterion to the efficiency rating in the context of research performance evaluation.
format Article
title Research performance evaluation using Data Envelopment Analysis (DEA) / Norshahida Shaadan
spellingShingle Research performance evaluation using Data Envelopment Analysis (DEA) / Norshahida Shaadan
title_short Research performance evaluation using Data Envelopment Analysis (DEA) / Norshahida Shaadan
title_full Research performance evaluation using Data Envelopment Analysis (DEA) / Norshahida Shaadan
title_fullStr Research performance evaluation using Data Envelopment Analysis (DEA) / Norshahida Shaadan
title_full_unstemmed Research performance evaluation using Data Envelopment Analysis (DEA) / Norshahida Shaadan
title_sort research performance evaluation using data envelopment analysis (dea) / norshahida shaadan
publisher Fakulti Teknologi Maklumat dan Sains Kuantitatif
publishDate 2005
url http://ir.uitm.edu.my/id/eprint/16801/
http://ir.uitm.edu.my/id/eprint/16801/1/AJ_NORSHAHIDA%20SHAADAN%20JTMSK%2005.pdf
first_indexed 2023-09-18T22:56:53Z
last_indexed 2023-09-18T22:56:53Z
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