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Dealing with Desirable Inputs in Data Envelopment Analysis: A Slacks-based Measure Approach
https://grips.repo.nii.ac.jp/records/1865
https://grips.repo.nii.ac.jp/records/1865e4001526-210a-4280-9dd6-873bad95692a
| 名前 / ファイル | ライセンス | アクション |
|---|---|---|
AJOMIS_6(4)_67.pdf (249.9 kB)
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| Item type | 学術雑誌論文 / Journal Article(1) | |||||||
|---|---|---|---|---|---|---|---|---|
| 公開日 | 2021-11-24 | |||||||
| タイトル | ||||||||
| タイトル | Dealing with Desirable Inputs in Data Envelopment Analysis: A Slacks-based Measure Approach | |||||||
| 言語 | en | |||||||
| 言語 | ||||||||
| 言語 | eng | |||||||
| キーワード | ||||||||
| 主題Scheme | Other | |||||||
| 主題 | DEA | |||||||
| キーワード | ||||||||
| 主題Scheme | Other | |||||||
| 主題 | SBM | |||||||
| キーワード | ||||||||
| 主題Scheme | Other | |||||||
| 主題 | Desirable Inputs | |||||||
| 資源タイプ | ||||||||
| 資源タイプ識別子 | http://purl.org/coar/resource_type/c_6501 | |||||||
| 資源タイプ | journal article | |||||||
| 著者 |
TONE, Kaoru
× TONE, Kaoru
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| 著者別名 | ||||||||
| 識別子Scheme | WEKO | |||||||
| 識別子 | 9312 | |||||||
| 姓名 | 刀根, 薫 | |||||||
| 抄録 | ||||||||
| 内容記述タイプ | Abstract | |||||||
| 内容記述 | In Data Envelopment Analysis (DEA) the situation of inputs vs. outputs is positioned as cause and effect. Effects include desirable (ordinary) outputs and undesirable outputs, e.g. pollutants. This situation is well studied and many applications have been published. In this paper, we introduce a new type of inputs, called Good (Desirable) Inputs. As explained in Introduction, we find several examples of such inputs, e.g. Electric car, Women in office and Test takers of vaccine. We handle this by means of SBM (Slacks-based Measure). Usually, efficiency values of DEA models are in the range (0, 1], while in this model a negative efficiency value may be assigned to inefficient DMUs (decision making units). This is caused by shortages of Good Input values. As an example, we refer to “Women’s Rights Movements” in a country where women’s right is not fully guaranteed. Suppose local governments where men and women are serving as officers. They are inputs to office, while Women are Desirable input and Men are Ordinary input. As outputs, we assume Service as Ordinary output and Claim as Undesirable output. Several extensions of this model are introduced. (a) Variable returns to scale, (b) Weight restrictions, (c) Super-efficiency issue and (d) SBM_Max model. | |||||||
| 書誌情報 |
American Journal of Operations Management and Information Systems 巻 6, 号 4, p. 67-74, 発行日 2021-12 |
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| 出版者 | ||||||||
| 出版者 | Science Publishing Group | |||||||
| ISSN | ||||||||
| 収録物識別子タイプ | ISSN | |||||||
| 収録物識別子 | 2578-8302 | |||||||
| ISSN | ||||||||
| 収録物識別子タイプ | ISSN | |||||||
| 収録物識別子 | 2578-8310 | |||||||
| DOI | ||||||||
| 関連タイプ | isIdenticalTo | |||||||
| 識別子タイプ | DOI | |||||||
| 関連識別子 | 10.11648/j.ajomis.20210604.11 | |||||||
| 権利 | ||||||||
| 権利情報 | Copyright © 2021 Authors retain the copyright of this article. This article is an open access article distributed under the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. | |||||||
| 著者版フラグ | ||||||||
| 出版タイプ | VoR | |||||||
| 出版タイプResource | http://purl.org/coar/version/c_970fb48d4fbd8a85 | |||||||
| フォーマット | ||||||||
| 内容記述タイプ | Other | |||||||
| 内容記述 | application/pdf | |||||||
| 著者情報 | ||||||||
| 内容記述タイプ | Other | |||||||
| 内容記述 | https://www.grips.ac.jp/list/jp/facultyinfo/tone_kaoru/ | https://www.grips.ac.jp/list/jp/facultyinfo/tone_kaoru/ | |||||||
