Operational Risk and Corporate Sustainability Relationship Using Case-Based Reasoning

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dc.contributor.affiliationSepúlveda, M.B., Faculty of Economic and Administrative Sciences, Universidad de Medellín, Antioquia, Colombia
dc.contributor.affiliationCuervo, F.I., Universidad de Medellín, Antioquia, Colombia
dc.contributor.affiliationPolanco, J.-A., Universidad de Medellín, Antioquia, Colombia
dc.contributor.authorSepúlveda M.B
dc.contributor.authorCuervo F.I
dc.contributor.authorPolanco J.-A.
dc.date.accessioned2025-04-28T22:10:00Z
dc.date.available2025-04-28T22:10:00Z
dc.date.issued2024
dc.descriptionThis research seeks to contribute to the literature by classifying the operational risks to which companies are exposed and that have an impact on the results of sustainability through taxonomy. This study begins with a systematic literature review that covers 103 documents to build the theoretical constructs and establish the taxonomy; from this, the relationship among the constructs is established through reasoning based on 100 business cases. The results show a relationship between operational risks and corporate sustainability in aspects that generate this link, such as causes and consequences. From this, it is concluded that operational risks could affect corporate sustainability given that, based on case-based reasoning, we found relationship patterns linked by the economic, social, and environmental consequences and temporary effects on companies. The major contribution of this work lies in the proposed classification of operational risks regarding corporate sustainability and the establishment of their relationship. The findings of this study allow the management to classify the operational risk related to sustainability to carry out comprehensive risk management in companies, looking at the effects that this generates in the long term. The main limitation of this research was that the results of the connections can change depending on the analyzed case. In addition, the CBR case base includes many sectors of the economy, which is why it provides heterogeneous results. It was identified that the relationship can change if a sectoral analysis is performed. © 2024 Mariana Bravo Sepúlveda et al.
dc.identifier.doi10.2478/plua-2024-0018
dc.identifier.instnameinstname:Universidad de Medellínspa
dc.identifier.issn22560939
dc.identifier.reponamereponame:Repositorio Institucional Universidad de Medellínspa
dc.identifier.repourlrepourl:https://repository.udem.edu.co/
dc.identifier.urihttp://hdl.handle.net/11407/8867
dc.language.isoeng
dc.publisherSciendospa
dc.publisher.facultyFacultad de Ingenieríasspa
dc.publisher.programIngeniería en Energíaspa
dc.relation.citationendpage125
dc.relation.citationissue347
dc.relation.citationstartpage108
dc.relation.citationvolume52
dc.relation.isversionofhttps://www.scopus.com/inward/record.uri?eid=2-s2.0-85214436371&doi=10.2478%2fplua-2024-0018&partnerID=40&md5=861fe2bacaece94d218f265a1492a61d
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dc.rights.accessrightsinfo:eu-repo/semantics/restrictedAccess
dc.sourceRural Sustainability Research
dc.sourceRural Sustain. Res.
dc.sourceScopus
dc.subjectCase-based reasoning (CBR)
dc.subjectCorporate sustainability
dc.subjectOperational risks
dc.subjectSustainability drivers
dc.subjectTaxonomy
dc.subjectCase-based reasoning (CBR)
dc.subjectCorporate sustainability
dc.subjectOperational risks
dc.subjectSustainability drivers
dc.subjectTaxonomy
dc.titleOperational Risk and Corporate Sustainability Relationship Using Case-Based Reasoning
dc.typeArticle
dc.type.localArtículo revisado por paresspa
dc.type.versioninfo:eu-repo/semantics/publishedVersion

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