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DYNAMIC NETWORK RANGE-ADJUSTED MEASURE VS. DYNAMIC NETWORK SLACKS-BASED MEASURE

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Názov: DYNAMIC NETWORK RANGE-ADJUSTED MEASURE VS. DYNAMIC NETWORK SLACKS-BASED MEASURE
Autori: Avkiran, Necmi Kemal, McCrystal, Alan
Zdroj: Journal of the Operations Research Society of Japan. 57:1-14
Informácie o vydavateľovi: The Operations Research Society of Japan, 2014.
Rok vydania: 2014
Predmety: Residential aged care, 1800 Decision Sciences, DEA, 0211 other engineering and technologies, 1803 Management Science and Operations Research, 02 engineering and technology, Robustness, Weighted dynamic network DEA
Popis: We formulate weighted, dynamic network range-adjusted measure (DN-RAM) and dynamic network slacks-based measure (DN-SBM), run robustness tests and compare results. To the best of our knowledge, the current paper is the first to compare two weighted dynamic network DEA models and it also represents the first attempt at formulating DN-RAM. We illustrate our models using simulated data on residential aged care. Insight gained by running DN-RAM in parallel with DN-SBM includes (a) identical benchmark groups, (b) a substantially wider range of efficiency estimates under DN-RAM, and (c) evidence of inefficient size bias. DN-RAM is also shown to have the additional desirable technical efficiency properties of translation-invariance and acceptance of free data. Managerial implications are also briefly discussed.
Druh dokumentu: Article
Jazyk: English
ISSN: 2188-8299
0453-4514
DOI: 10.15807/jorsj.57.1
Prístupová URL adresa: https://www.jstage.jst.go.jp/article/jorsj/57/1/57_KJ00009350941/_pdf
http://www.grips.ac.jp/cms/wp-content/uploads/2013/04/DEA_Chapter3_0405.pdf
http://ci.nii.ac.jp/naid/110009815929
https://core.ac.uk/display/43343721
http://www.orsj.or.jp/%7earchive/pdf/e_mag/Vol.57_01_001.pdf
https://espace.library.uq.edu.au/view/UQ:326579
https://www.grips.ac.jp/cms/wp-content/uploads/2013/04/DEA_Chapter3_0405.pdf
Prístupové číslo: edsair.doi.dedup.....c7a9e42245f7adafb96cb7f9bb49ba36
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  Data: DYNAMIC NETWORK RANGE-ADJUSTED MEASURE VS. DYNAMIC NETWORK SLACKS-BASED MEASURE
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  Data: <searchLink fieldCode="AR" term="%22Avkiran%2C+Necmi+Kemal%22">Avkiran, Necmi Kemal</searchLink><br /><searchLink fieldCode="AR" term="%22McCrystal%2C+Alan%22">McCrystal, Alan</searchLink>
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  Data: <i>Journal of the Operations Research Society of Japan</i>. 57:1-14
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  Data: The Operations Research Society of Japan, 2014.
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  Data: 2014
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  Data: <searchLink fieldCode="DE" term="%22Residential+aged+care%22">Residential aged care</searchLink><br /><searchLink fieldCode="DE" term="%221800+Decision+Sciences%22">1800 Decision Sciences</searchLink><br /><searchLink fieldCode="DE" term="%22DEA%22">DEA</searchLink><br /><searchLink fieldCode="DE" term="%220211+other+engineering+and+technologies%22">0211 other engineering and technologies</searchLink><br /><searchLink fieldCode="DE" term="%221803+Management+Science+and+Operations+Research%22">1803 Management Science and Operations Research</searchLink><br /><searchLink fieldCode="DE" term="%2202+engineering+and+technology%22">02 engineering and technology</searchLink><br /><searchLink fieldCode="DE" term="%22Robustness%22">Robustness</searchLink><br /><searchLink fieldCode="DE" term="%22Weighted+dynamic+network+DEA%22">Weighted dynamic network DEA</searchLink>
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  Data: We formulate weighted, dynamic network range-adjusted measure (DN-RAM) and dynamic network slacks-based measure (DN-SBM), run robustness tests and compare results. To the best of our knowledge, the current paper is the first to compare two weighted dynamic network DEA models and it also represents the first attempt at formulating DN-RAM. We illustrate our models using simulated data on residential aged care. Insight gained by running DN-RAM in parallel with DN-SBM includes (a) identical benchmark groups, (b) a substantially wider range of efficiency estimates under DN-RAM, and (c) evidence of inefficient size bias. DN-RAM is also shown to have the additional desirable technical efficiency properties of translation-invariance and acceptance of free data. Managerial implications are also briefly discussed.
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      – SubjectFull: Residential aged care
        Type: general
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      – SubjectFull: DEA
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      – TitleFull: DYNAMIC NETWORK RANGE-ADJUSTED MEASURE VS. DYNAMIC NETWORK SLACKS-BASED MEASURE
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