Decomposition of efficiency using DEA window analysis
<h3>Purpose</h3><p dir="ltr">The purpose of this paper is to examine empirically the efficiency types of Islamic and conventional banks. It seeks to show whether the efficiency level of conventional and Islamic banks significantly differs from each other. In addition, it...
محفوظ في:
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| مؤلفون آخرون: | , |
| منشور في: |
2018
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| _version_ | 1864513526050062336 |
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| author | Fekri Ali Shawtari (18061018) |
| author2 | Milad Abdelnabi Salem (18061021) Izzeldin Bakhit (18061024) |
| author2_role | author author |
| author_facet | Fekri Ali Shawtari (18061018) Milad Abdelnabi Salem (18061021) Izzeldin Bakhit (18061024) |
| author_role | author |
| dc.creator.none.fl_str_mv | Fekri Ali Shawtari (18061018) Milad Abdelnabi Salem (18061021) Izzeldin Bakhit (18061024) |
| dc.date.none.fl_str_mv | 2018-08-06T03:00:00Z |
| dc.identifier.none.fl_str_mv | 10.1108/bij-12-2016-0183 |
| dc.relation.none.fl_str_mv | https://figshare.com/articles/journal_contribution/Decomposition_of_efficiency_using_DEA_window_analysis/25295614 |
| dc.rights.none.fl_str_mv | CC BY 4.0 info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Commerce, management, tourism and services Banking, finance and investment Economics Econometrics Panel data Islamic banks |
| dc.title.none.fl_str_mv | Decomposition of efficiency using DEA window analysis |
| dc.type.none.fl_str_mv | Text Journal contribution info:eu-repo/semantics/publishedVersion text contribution to journal |
| description | <h3>Purpose</h3><p dir="ltr">The purpose of this paper is to examine empirically the efficiency types of Islamic and conventional banks. It seeks to show whether the efficiency level of conventional and Islamic banks significantly differs from each other. In addition, it investigates the influential factors on each type of efficiency.</p><h3>Design/methodology/approach</h3><p dir="ltr">The paper utilises the data envelopment analysis in its windows version to estimate the efficiency scores reflecting the time variance and compares between banking models. The paper uses pure technical efficiency (TE) and scale efficiency to achieve the objective of the study. In addition, the panel data technique is adopted to assess the determinants of the efficiency of the banks econometrically.</p><h3>Findings</h3><p dir="ltr">The findings of panel regression initially indicate that the pure TE is higher for conventional banks compared to Islamic banks. However, the Islamic banks are more scale efficient than their conventional counterpart. Macro and micro indicators have different impacts on the both types of efficiency. However, the unique factors that show consistent influence on the efficiency types were loans/finance, non-interest income/finance/liquidity and GDP. Furthermore, the determinants are shaped differently for Islamic and conventional banks when the banking model is controlled for.</p><h3>Originality/value</h3><p dir="ltr">This paper examines the efficiency types using a unique window analysis approach to examine the types of efficiency with a longitudinal set of data from 1996 to 2011.</p><h2>Other Information</h2><p dir="ltr">Published in: Benchmarking: An International Journal<br>License: <a href="https://creativecommons.org/licenses/by/4.0/" target="_blank">https://creativecommons.org/licenses/by/4.0/</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1108/bij-12-2016-0183" target="_blank">https://dx.doi.org/10.1108/bij-12-2016-0183</a></p> |
| eu_rights_str_mv | openAccess |
| id | Manara2_7dc16a1c294516a933e58492d83b90a1 |
| identifier_str_mv | 10.1108/bij-12-2016-0183 |
| network_acronym_str | Manara2 |
| network_name_str | Manara2 |
| oai_identifier_str | oai:figshare.com:article/25295614 |
| publishDate | 2018 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | CC BY 4.0 |
| spelling | Decomposition of efficiency using DEA window analysisFekri Ali Shawtari (18061018)Milad Abdelnabi Salem (18061021)Izzeldin Bakhit (18061024)Commerce, management, tourism and servicesBanking, finance and investmentEconomicsEconometricsPanel dataIslamic banks<h3>Purpose</h3><p dir="ltr">The purpose of this paper is to examine empirically the efficiency types of Islamic and conventional banks. It seeks to show whether the efficiency level of conventional and Islamic banks significantly differs from each other. In addition, it investigates the influential factors on each type of efficiency.</p><h3>Design/methodology/approach</h3><p dir="ltr">The paper utilises the data envelopment analysis in its windows version to estimate the efficiency scores reflecting the time variance and compares between banking models. The paper uses pure technical efficiency (TE) and scale efficiency to achieve the objective of the study. In addition, the panel data technique is adopted to assess the determinants of the efficiency of the banks econometrically.</p><h3>Findings</h3><p dir="ltr">The findings of panel regression initially indicate that the pure TE is higher for conventional banks compared to Islamic banks. However, the Islamic banks are more scale efficient than their conventional counterpart. Macro and micro indicators have different impacts on the both types of efficiency. However, the unique factors that show consistent influence on the efficiency types were loans/finance, non-interest income/finance/liquidity and GDP. Furthermore, the determinants are shaped differently for Islamic and conventional banks when the banking model is controlled for.</p><h3>Originality/value</h3><p dir="ltr">This paper examines the efficiency types using a unique window analysis approach to examine the types of efficiency with a longitudinal set of data from 1996 to 2011.</p><h2>Other Information</h2><p dir="ltr">Published in: Benchmarking: An International Journal<br>License: <a href="https://creativecommons.org/licenses/by/4.0/" target="_blank">https://creativecommons.org/licenses/by/4.0/</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1108/bij-12-2016-0183" target="_blank">https://dx.doi.org/10.1108/bij-12-2016-0183</a></p>2018-08-06T03:00:00ZTextJournal contributioninfo:eu-repo/semantics/publishedVersiontextcontribution to journal10.1108/bij-12-2016-0183https://figshare.com/articles/journal_contribution/Decomposition_of_efficiency_using_DEA_window_analysis/25295614CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/252956142018-08-06T03:00:00Z |
| spellingShingle | Decomposition of efficiency using DEA window analysis Fekri Ali Shawtari (18061018) Commerce, management, tourism and services Banking, finance and investment Economics Econometrics Panel data Islamic banks |
| status_str | publishedVersion |
| title | Decomposition of efficiency using DEA window analysis |
| title_full | Decomposition of efficiency using DEA window analysis |
| title_fullStr | Decomposition of efficiency using DEA window analysis |
| title_full_unstemmed | Decomposition of efficiency using DEA window analysis |
| title_short | Decomposition of efficiency using DEA window analysis |
| title_sort | Decomposition of efficiency using DEA window analysis |
| topic | Commerce, management, tourism and services Banking, finance and investment Economics Econometrics Panel data Islamic banks |