Comparative-fuzzy Analysis of National Innovation Capability Based on Results of Dynamic Network DEA Model
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| Titel: | Comparative-fuzzy Analysis of National Innovation Capability Based on Results of Dynamic Network DEA Model |
|---|---|
| Autoren: | Behrouz Dorri Nokorani, Mohammad Ali Torabandeh, Alireza Motameni, Masood Rabieh |
| Quelle: | چشمانداز مدیریت صنعتی, Vol 11, Iss 2, Pp 207-246 (2021) |
| Verlagsinformationen: | CMV Verlag, 2021. |
| Publikationsjahr: | 2021 |
| Schlagwörter: | k-means clustering method, dynamic network dea, fuzzy set qualitative comparative analysis, bibliometric analysis, 9. Industry and infrastructure, 0502 economics and business, 05 social sciences, Management. Industrial management, HD28-70, national innovation capability |
| Beschreibung: | In this article, by presenting the scope of national innovation capability in the context of a multi-sector system, a dynamic network model is introduced. In this system, to identify Iran's performance problem, at first by bibliometric studying and holding focus group sessions with experts, the steps and indicators of the processed model were identified and designed. Then, the dynamic network data envelopment analysis model was implemented to compare Iran's performance with other countries. The model results indicated that Iran's national innovation capability has a poor performance in the third phase of its three steps that include converting patents to high-tech products and creative goods. Then, to present the proposed policy to enhance Iran’s performance in the third step of the mentioned model, by using qualitative comparative analysis of fuzzy set (fSQCA), the combinations of institutional, human capital and research, infrastructure, market sophistication, and business sophistication dimensions were investigated. For calibration of these data, K-MEANS clustering method was used. The output of the mentioned comparative analysis indicated that the combination of the two dimensions of institutions and human capital and research in promoting the country's performance is sufficient. |
| Publikationsart: | Article Other literature type |
| Sprache: | English |
| ISSN: | 2251-9874 |
| DOI: | 10.52547/jimp.11.2.207 |
| Zugangs-URL: | https://doaj.org/article/67f10cd860fb46d9a5dce7fed0dfd8eb https://jimp.sbu.ac.ir/article_101163_d1850b110e80f20e4bf77a4cd7c38604.pdf https://jimp.sbu.ac.ir/article_101163.html |
| Dokumentencode: | edsair.doi.dedup.....69d8cb471c9d4098eb4d9f59efd4b28e |
| Datenbank: | OpenAIRE |
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| Items | – Name: Title Label: Title Group: Ti Data: Comparative-fuzzy Analysis of National Innovation Capability Based on Results of Dynamic Network DEA Model – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Behrouz+Dorri+Nokorani%22">Behrouz Dorri Nokorani</searchLink><br /><searchLink fieldCode="AR" term="%22Mohammad+Ali+Torabandeh%22">Mohammad Ali Torabandeh</searchLink><br /><searchLink fieldCode="AR" term="%22Alireza+Motameni%22">Alireza Motameni</searchLink><br /><searchLink fieldCode="AR" term="%22Masood+Rabieh%22">Masood Rabieh</searchLink> – Name: TitleSource Label: Source Group: Src Data: چشمانداز مدیریت صنعتی, Vol 11, Iss 2, Pp 207-246 (2021) – Name: Publisher Label: Publisher Information Group: PubInfo Data: CMV Verlag, 2021. – Name: DatePubCY Label: Publication Year Group: Date Data: 2021 – Name: Subject Label: Subject Terms Group: Su Data: <searchLink fieldCode="DE" term="%22k-means+clustering+method%22">k-means clustering method</searchLink><br /><searchLink fieldCode="DE" term="%22dynamic+network+dea%22">dynamic network dea</searchLink><br /><searchLink fieldCode="DE" term="%22fuzzy+set+qualitative+comparative+analysis%22">fuzzy set qualitative comparative analysis</searchLink><br /><searchLink fieldCode="DE" term="%22bibliometric+analysis%22">bibliometric analysis</searchLink><br /><searchLink fieldCode="DE" term="%229%2E+Industry+and+infrastructure%22">9. Industry and infrastructure</searchLink><br /><searchLink fieldCode="DE" term="%220502+economics+and+business%22">0502 economics and business</searchLink><br /><searchLink fieldCode="DE" term="%2205+social+sciences%22">05 social sciences</searchLink><br /><searchLink fieldCode="DE" term="%22Management%2E+Industrial+management%22">Management. Industrial management</searchLink><br /><searchLink fieldCode="DE" term="%22HD28-70%22">HD28-70</searchLink><br /><searchLink fieldCode="DE" term="%22national+innovation+capability%22">national innovation capability</searchLink> – Name: Abstract Label: Description Group: Ab Data: In this article, by presenting the scope of national innovation capability in the context of a multi-sector system, a dynamic network model is introduced. In this system, to identify Iran's performance problem, at first by bibliometric studying and holding focus group sessions with experts, the steps and indicators of the processed model were identified and designed. Then, the dynamic network data envelopment analysis model was implemented to compare Iran's performance with other countries. The model results indicated that Iran's national innovation capability has a poor performance in the third phase of its three steps that include converting patents to high-tech products and creative goods. Then, to present the proposed policy to enhance Iran’s performance in the third step of the mentioned model, by using qualitative comparative analysis of fuzzy set (fSQCA), the combinations of institutional, human capital and research, infrastructure, market sophistication, and business sophistication dimensions were investigated. For calibration of these data, K-MEANS clustering method was used. The output of the mentioned comparative analysis indicated that the combination of the two dimensions of institutions and human capital and research in promoting the country's performance is sufficient. – Name: TypeDocument Label: Document Type Group: TypDoc Data: Article<br />Other literature type – Name: Language Label: Language Group: Lang Data: English – Name: ISSN Label: ISSN Group: ISSN Data: 2251-9874 – Name: DOI Label: DOI Group: ID Data: 10.52547/jimp.11.2.207 – Name: URL Label: Access URL Group: URL Data: <link linkTarget="URL" linkTerm="https://doaj.org/article/67f10cd860fb46d9a5dce7fed0dfd8eb" linkWindow="_blank">https://doaj.org/article/67f10cd860fb46d9a5dce7fed0dfd8eb</link><br /><link linkTarget="URL" linkTerm="https://jimp.sbu.ac.ir/article_101163_d1850b110e80f20e4bf77a4cd7c38604.pdf" linkWindow="_blank">https://jimp.sbu.ac.ir/article_101163_d1850b110e80f20e4bf77a4cd7c38604.pdf</link><br /><link linkTarget="URL" linkTerm="https://jimp.sbu.ac.ir/article_101163.html" linkWindow="_blank">https://jimp.sbu.ac.ir/article_101163.html</link> – Name: AN Label: Accession Number Group: ID Data: edsair.doi.dedup.....69d8cb471c9d4098eb4d9f59efd4b28e |
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| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.52547/jimp.11.2.207 Languages: – Text: English PhysicalDescription: Pagination: PageCount: 40 StartPage: 207 Subjects: – SubjectFull: k-means clustering method Type: general – SubjectFull: dynamic network dea Type: general – SubjectFull: fuzzy set qualitative comparative analysis Type: general – SubjectFull: bibliometric analysis Type: general – SubjectFull: 9. Industry and infrastructure Type: general – SubjectFull: 0502 economics and business Type: general – SubjectFull: 05 social sciences Type: general – SubjectFull: Management. Industrial management Type: general – SubjectFull: HD28-70 Type: general – SubjectFull: national innovation capability Type: general Titles: – TitleFull: Comparative-fuzzy Analysis of National Innovation Capability Based on Results of Dynamic Network DEA Model Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Behrouz Dorri Nokorani – PersonEntity: Name: NameFull: Mohammad Ali Torabandeh – PersonEntity: Name: NameFull: Alireza Motameni – PersonEntity: Name: NameFull: Masood Rabieh IsPartOfRelationships: – BibEntity: Dates: – D: 22 M: 06 Type: published Y: 2021 Identifiers: – Type: issn-print Value: 22519874 – Type: issn-locals Value: edsair – Type: issn-locals Value: edsairFT Numbering: – Type: volume Value: 11 Titles: – TitleFull: Journal of Industrial Management Perspective Type: main |
| ResultId | 1 |
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