Quality-oriented network DEA model for the research efficiency of Philippine universities

In response to the Philippines education system's development plan in strengthening the research culture of the different higher education institutions, this study was conducted to assess the research efficiency of 18 research universities in the country. Standard Data Envelopment Analysis (DEA...

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Main Authors: Madria, Wira F., Miguel, A. S., Li, R. C.
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Published: Animo Repository 2019
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Online Access:https://animorepository.dlsu.edu.ph/faculty_research/4392
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Institution: De La Salle University
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spelling oai:animorepository.dlsu.edu.ph:faculty_research-52012021-12-03T08:13:36Z Quality-oriented network DEA model for the research efficiency of Philippine universities Madria, Wira F. Miguel, A. S. Li, R. C. In response to the Philippines education system's development plan in strengthening the research culture of the different higher education institutions, this study was conducted to assess the research efficiency of 18 research universities in the country. Standard Data Envelopment Analysis (DEA) models, have been used in previous researches to measure the relative efficiency of research performance of universities with quantity-oriented indicators inputs and outputs. This study proposed the use of a network DEA (NDEA) model considering quality indicators in assessing the efficiency of the research performance of universities. NDEA allows the measurement of efficiency per stage of a process. The main finding is that the standard DEA tends to exaggerate the research efficiency compared to that of NDEA. The use of quality-oriented publication indicator also revealed that the use of quantity-oriented indicators alone exaggerates the performance of the universities as it is mainly based on the number of researches produced, not considering the impact or quality of each research. Some of the top-performing universities ranked lower with the use of quantity-oriented indicators. © 2019 IEEE. 2019-12-01T08:00:00Z text https://animorepository.dlsu.edu.ph/faculty_research/4392 info:doi/10.1109/IEEM44572.2019.8978816 Faculty Research Work Animo Repository Data envelopment analysis Education, Higher—Research--Philippines Educational Assessment, Evaluation, and Research
institution De La Salle University
building De La Salle University Library
continent Asia
country Philippines
Philippines
content_provider De La Salle University Library
collection DLSU Institutional Repository
topic Data envelopment analysis
Education, Higher—Research--Philippines
Educational Assessment, Evaluation, and Research
spellingShingle Data envelopment analysis
Education, Higher—Research--Philippines
Educational Assessment, Evaluation, and Research
Madria, Wira F.
Miguel, A. S.
Li, R. C.
Quality-oriented network DEA model for the research efficiency of Philippine universities
description In response to the Philippines education system's development plan in strengthening the research culture of the different higher education institutions, this study was conducted to assess the research efficiency of 18 research universities in the country. Standard Data Envelopment Analysis (DEA) models, have been used in previous researches to measure the relative efficiency of research performance of universities with quantity-oriented indicators inputs and outputs. This study proposed the use of a network DEA (NDEA) model considering quality indicators in assessing the efficiency of the research performance of universities. NDEA allows the measurement of efficiency per stage of a process. The main finding is that the standard DEA tends to exaggerate the research efficiency compared to that of NDEA. The use of quality-oriented publication indicator also revealed that the use of quantity-oriented indicators alone exaggerates the performance of the universities as it is mainly based on the number of researches produced, not considering the impact or quality of each research. Some of the top-performing universities ranked lower with the use of quantity-oriented indicators. © 2019 IEEE.
format text
author Madria, Wira F.
Miguel, A. S.
Li, R. C.
author_facet Madria, Wira F.
Miguel, A. S.
Li, R. C.
author_sort Madria, Wira F.
title Quality-oriented network DEA model for the research efficiency of Philippine universities
title_short Quality-oriented network DEA model for the research efficiency of Philippine universities
title_full Quality-oriented network DEA model for the research efficiency of Philippine universities
title_fullStr Quality-oriented network DEA model for the research efficiency of Philippine universities
title_full_unstemmed Quality-oriented network DEA model for the research efficiency of Philippine universities
title_sort quality-oriented network dea model for the research efficiency of philippine universities
publisher Animo Repository
publishDate 2019
url https://animorepository.dlsu.edu.ph/faculty_research/4392
_version_ 1767196083544391680