Managing bank performance under COVID-19: A novel inverse DEA efficiency approach

Simple item page
dc.citation.issue5
dc.citation.volume30
dc.contributor.authorBoubaker S
dc.contributor.authorLe TDQ
dc.contributor.authorNgo T
dc.coverage.spatialEngland
dc.date.accessioned2024-02-21T02:13:40Z
dc.date.accessioned2024-07-25T06:41:14Z
dc.date.available2022-02-24
dc.date.available2024-02-21T02:13:40Z
dc.date.available2024-07-25T06:41:14Z
dc.date.issued2023-09
dc.description.abstractThe evolution of the COVID-19 pandemic is highly unpredictable; however, its impacts are limited to neither a single sector nor a single country. This study evaluates the performance and efficiency of 49 Islamic banks across 10 countries during 2019-2020 to assess how those banks can preserve their performance and remain resilient in the aftermath of the COVID-19 pandemic. Using the conventional inverse data envelopment analysis (InvDEA) approach, we show that because of reductions in their outputs, 31 out of the 49 banks studied would need to reduce their inputs so that their efficiency can remain unchanged. However, we show that only 10 banks need to make such adjustments to maintain their efficiency levels using our proposed InvDEA efficiency model. The adjustment for those 10 banks would help in reducing more inputs, suggesting more cost savings, and improving the overall efficiency of the examined banks, compared with the other 31 banks.
dc.description.confidentialfalse
dc.edition.editionSeptember 2023
dc.format.pagination2436-2452
dc.identifier.author-urlhttps://www.ncbi.nlm.nih.gov/pubmed/35602259
dc.identifier.citationBoubaker S, Le TDQ, Ngo T. (2022). Managing bank performance under COVID-19: A novel inverse DEA efficiency approach.. Int Trans Oper Res. 30. 5. (pp. 2436-2452).
dc.identifier.doi10.1111/itor.13132
dc.identifier.eissn1475-3995
dc.identifier.elements-typejournal-article
dc.identifier.issn0969-6016
dc.identifier.piiITOR13132
dc.identifier.urihttps://mro.massey.ac.nz/handle/10179/70681
dc.languageeng
dc.publisherJohn Wiley and Sons Ltd on behalf of International Federation of Operational Research Societies
dc.publisher.urihttps://onlinelibrary.wiley.com/doi/10.1111/itor.13132
dc.relation.isPartOfInt Trans Oper Res
dc.subjectCOVID‐19
dc.subjectIslamic banks
dc.subjectefficiency
dc.subjectinverse DEA
dc.subjectpanel data
dc.titleManaging bank performance under COVID-19: A novel inverse DEA efficiency approach
dc.typeJournal article
pubs.elements-id451680
pubs.organisational-groupOther
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