Simultaneous evaluation of efficiency, input effectiveness, and output effectiveness
Purpose The purpose of this paper is to develop a data envelopment analysis (DEA) technique that simultaneously measures efficiency and effectiveness to provide a comprehensive appraisal of the productivity. Additionally, an algorithm is recommended to determine targets that are used for measuring e...
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| Veröffentlicht in: | Benchmarking : an international journal 2017-10, Vol.24 (7), p.1854-1870 |
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| container_issue | 7 |
| container_start_page | 1854 |
| container_title | Benchmarking : an international journal |
| container_volume | 24 |
| creator | Shabani, Amir Faramarzi, Gholam Reza Farzipoor Saen, Reza Khodakarami, Mohsen |
| description | Purpose
The purpose of this paper is to develop a data envelopment analysis (DEA) technique that simultaneously measures efficiency and effectiveness to provide a comprehensive appraisal of the productivity. Additionally, an algorithm is recommended to determine targets that are used for measuring effectiveness.
Design/methodology/approach
In this paper, for measuring productivity, a new methodology based on non-parametric mathematical DEA technique was presented. The proposed procedure is able to compute the efficiency input effectiveness, and output effectiveness, simultaneously.
Findings
By comparing with previous models, the authors’ proposed integrated model generates more detailed results and has more discriminating power.
Originality/value
To the best of the authors knowledge, there is not any study in which a non-parametric mathematical approach measures productivity through simultaneous combining of the effectiveness, including input effectiveness, and output effectiveness, and the efficiency. |
| doi_str_mv | 10.1108/BIJ-10-2015-0096 |
| format | Article |
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The purpose of this paper is to develop a data envelopment analysis (DEA) technique that simultaneously measures efficiency and effectiveness to provide a comprehensive appraisal of the productivity. Additionally, an algorithm is recommended to determine targets that are used for measuring effectiveness.
Design/methodology/approach
In this paper, for measuring productivity, a new methodology based on non-parametric mathematical DEA technique was presented. The proposed procedure is able to compute the efficiency input effectiveness, and output effectiveness, simultaneously.
Findings
By comparing with previous models, the authors’ proposed integrated model generates more detailed results and has more discriminating power.
Originality/value
To the best of the authors knowledge, there is not any study in which a non-parametric mathematical approach measures productivity through simultaneous combining of the effectiveness, including input effectiveness, and output effectiveness, and the efficiency.</description><identifier>ISSN: 1463-5771</identifier><identifier>EISSN: 1758-4094</identifier><identifier>DOI: 10.1108/BIJ-10-2015-0096</identifier><language>eng</language><publisher>Bradford: Emerald Publishing Limited</publisher><subject>Computing time ; Data envelopment analysis ; Efficiency ; Mathematical analysis ; Mathematical models ; Measurement techniques ; Operations research ; Productivity ; Productivity measurement</subject><ispartof>Benchmarking : an international journal, 2017-10, Vol.24 (7), p.1854-1870</ispartof><rights>Emerald Publishing Limited</rights><rights>Emerald Publishing Limited 2017</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c1576-152939de47678d711af79c3e950631994e17d962c1dac2c624ca0f161b6498ae3</citedby><orcidid>0000-0002-0851-6509</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.emerald.com/insight/content/doi/10.1108/BIJ-10-2015-0096/full/html$$EHTML$$P50$$Gemerald$$H</linktohtml><link.rule.ids>314,780,784,966,11634,21694,27923,27924,52688,53243</link.rule.ids></links><search><creatorcontrib>Shabani, Amir</creatorcontrib><creatorcontrib>Faramarzi, Gholam Reza</creatorcontrib><creatorcontrib>Farzipoor Saen, Reza</creatorcontrib><creatorcontrib>Khodakarami, Mohsen</creatorcontrib><title>Simultaneous evaluation of efficiency, input effectiveness, and output effectiveness</title><title>Benchmarking : an international journal</title><description>Purpose
The purpose of this paper is to develop a data envelopment analysis (DEA) technique that simultaneously measures efficiency and effectiveness to provide a comprehensive appraisal of the productivity. Additionally, an algorithm is recommended to determine targets that are used for measuring effectiveness.
Design/methodology/approach
In this paper, for measuring productivity, a new methodology based on non-parametric mathematical DEA technique was presented. The proposed procedure is able to compute the efficiency input effectiveness, and output effectiveness, simultaneously.
Findings
By comparing with previous models, the authors’ proposed integrated model generates more detailed results and has more discriminating power.
Originality/value
To the best of the authors knowledge, there is not any study in which a non-parametric mathematical approach measures productivity through simultaneous combining of the effectiveness, including input effectiveness, and output effectiveness, and the efficiency.</description><subject>Computing time</subject><subject>Data envelopment analysis</subject><subject>Efficiency</subject><subject>Mathematical analysis</subject><subject>Mathematical models</subject><subject>Measurement techniques</subject><subject>Operations research</subject><subject>Productivity</subject><subject>Productivity measurement</subject><issn>1463-5771</issn><issn>1758-4094</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2017</creationdate><recordtype>article</recordtype><sourceid>AFKRA</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><recordid>eNplUEtLAzEYDKJgrd49LnhtbL5snkctPioFD9bzErPfQso2WzebQv-9W-pJTzPMDDMwhNwCuwdgZv64fKPAKGcgKWNWnZEJaGmoYFacj1yokkqt4ZJcpbRhjCkwfELWH2Gb28FF7HIqcO_a7IbQxaJrCmya4ANGf5gVIe7ycFTQD2GPEVOaFS7WRZeHf841uWhcm_DmF6fk8_lpvXilq_eX5eJhRT1IrShIbktbo9BKm1oDuEZbX6KVTJVgrUDQtVXcQ-0894oL71gDCr6UsMZhOSV3p95d331nTEO16XIfx8mKMwPSgFIwpuanFG6xd21d7fqwdf2hAlYdr6v-Xlf-ACy4YIk</recordid><startdate>20171002</startdate><enddate>20171002</enddate><creator>Shabani, Amir</creator><creator>Faramarzi, Gholam Reza</creator><creator>Farzipoor Saen, Reza</creator><creator>Khodakarami, Mohsen</creator><general>Emerald Publishing Limited</general><general>Emerald Group Publishing Limited</general><scope>0U~</scope><scope>1-H</scope><scope>7TA</scope><scope>7WY</scope><scope>7WZ</scope><scope>7X5</scope><scope>7XB</scope><scope>8AO</scope><scope>8FD</scope><scope>8FI</scope><scope>AFKRA</scope><scope>BENPR</scope><scope>BEZIV</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>F~G</scope><scope>JG9</scope><scope>K6~</scope><scope>K8~</scope><scope>L.-</scope><scope>L.0</scope><scope>M0C</scope><scope>M0T</scope><scope>PQBIZ</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>Q9U</scope><orcidid>https://orcid.org/0000-0002-0851-6509</orcidid></search><sort><creationdate>20171002</creationdate><title>Simultaneous evaluation of efficiency, input effectiveness, and output effectiveness</title><author>Shabani, Amir ; Faramarzi, Gholam Reza ; Farzipoor Saen, Reza ; Khodakarami, Mohsen</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c1576-152939de47678d711af79c3e950631994e17d962c1dac2c624ca0f161b6498ae3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2017</creationdate><topic>Computing time</topic><topic>Data envelopment analysis</topic><topic>Efficiency</topic><topic>Mathematical analysis</topic><topic>Mathematical models</topic><topic>Measurement techniques</topic><topic>Operations research</topic><topic>Productivity</topic><topic>Productivity measurement</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Shabani, Amir</creatorcontrib><creatorcontrib>Faramarzi, Gholam Reza</creatorcontrib><creatorcontrib>Farzipoor Saen, Reza</creatorcontrib><creatorcontrib>Khodakarami, Mohsen</creatorcontrib><collection>Global News & ABI/Inform Professional</collection><collection>Trade PRO</collection><collection>Materials Business File</collection><collection>ABI/INFORM Collection</collection><collection>ABI/INFORM Global (PDF only)</collection><collection>Entrepreneurship Database</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>ProQuest Pharma Collection</collection><collection>Technology Research Database</collection><collection>Hospital Premium Collection</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central</collection><collection>Business Premium Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Health Research Premium Collection</collection><collection>ABI/INFORM Global (Corporate)</collection><collection>Materials Research Database</collection><collection>ProQuest Business Collection</collection><collection>DELNET Management Collection</collection><collection>ABI/INFORM Professional Advanced</collection><collection>ABI/INFORM Professional Standard</collection><collection>ABI/INFORM Global</collection><collection>Healthcare Administration Database</collection><collection>ProQuest One Business</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central Basic</collection><jtitle>Benchmarking : an international journal</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Shabani, Amir</au><au>Faramarzi, Gholam Reza</au><au>Farzipoor Saen, Reza</au><au>Khodakarami, Mohsen</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Simultaneous evaluation of efficiency, input effectiveness, and output effectiveness</atitle><jtitle>Benchmarking : an international journal</jtitle><date>2017-10-02</date><risdate>2017</risdate><volume>24</volume><issue>7</issue><spage>1854</spage><epage>1870</epage><pages>1854-1870</pages><issn>1463-5771</issn><eissn>1758-4094</eissn><abstract>Purpose
The purpose of this paper is to develop a data envelopment analysis (DEA) technique that simultaneously measures efficiency and effectiveness to provide a comprehensive appraisal of the productivity. Additionally, an algorithm is recommended to determine targets that are used for measuring effectiveness.
Design/methodology/approach
In this paper, for measuring productivity, a new methodology based on non-parametric mathematical DEA technique was presented. The proposed procedure is able to compute the efficiency input effectiveness, and output effectiveness, simultaneously.
Findings
By comparing with previous models, the authors’ proposed integrated model generates more detailed results and has more discriminating power.
Originality/value
To the best of the authors knowledge, there is not any study in which a non-parametric mathematical approach measures productivity through simultaneous combining of the effectiveness, including input effectiveness, and output effectiveness, and the efficiency.</abstract><cop>Bradford</cop><pub>Emerald Publishing Limited</pub><doi>10.1108/BIJ-10-2015-0096</doi><tpages>17</tpages><orcidid>https://orcid.org/0000-0002-0851-6509</orcidid><oa>free_for_read</oa></addata></record> |
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| identifier | ISSN: 1463-5771 |
| ispartof | Benchmarking : an international journal, 2017-10, Vol.24 (7), p.1854-1870 |
| issn | 1463-5771 1758-4094 |
| language | eng |
| recordid | cdi_proquest_journals_2081581661 |
| source | Emerald Journals; Standard: Emerald eJournal Premier Collection |
| subjects | Computing time Data envelopment analysis Efficiency Mathematical analysis Mathematical models Measurement techniques Operations research Productivity Productivity measurement |
| title | Simultaneous evaluation of efficiency, input effectiveness, and output effectiveness |
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