Circular economy practices, green innovation and financial performance: The moderating role of big data analytics

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dc.contributor.authorNguyen, Khac Hieu
dc.contributor.authorNguyen, Thi Anh Van
dc.contributor.authorTrang Thi Huyen, Dang
dc.contributor.authorHoang, Sinh Duc
dc.date.accessioned2025-10-01T09:05:17Z
dc.date.available2025-10-01T09:05:17Z
dc.date.issued2025
dc.description.abstract-translatedEnvironmental pollution and resource degradation have prompted researchers and policymakers to seek solutions. Circular economy practices (CEP) can help enterprises reduce emissions into the environment and move towards sustainable development. CEP has been studied widely in developed countries but less studied in developing countries due to the limited application of CEP in enterprises and the limitation of data. This paper aims to analyse the effect of CEP on financial performance, including revenue, profit and ROA. We also analyse the ediating role of green innovation and the moderating role of big data analytics in the relationship between CEP and financial performance. The natural resource based view (NRBV) theory is used to explain the relationship between variables and establish research hypotheses. We collected data from 413 Vietnamese manufacturing enterprises and used the regression method to test the research hypotheses. The results show that CEP positively impacts financial performance through the mediating role of green innovation. Besides, big data analytics also positively impacts the relationship between CEP and green innovation. In addition to the main results above, digital transformation positively impacts financial performance, but quality management practices do not affect financial performance. The research results are empirical evidence for enterprises considering implementing CEP to move towards sustainable development.en
dc.format16 s.
dc.format16 s.cs
dc.identifier.doihttps://doi.org/10.15240/tul/001/2025-5-014
dc.identifier.issn2336-5604 (Online)
dc.identifier.issn1212-3609 (Print)
dc.identifier.urihttp://hdl.handle.net/11025/62873
dc.language.isoenen
dc.publisherTechnická univerzita v Libercics
dc.rights© CC BY-NC 4.0en
dc.rights.accessopenAccessen
dc.subjectpostupy cirkulární ekonomikycs
dc.subjectzelené inovacecs
dc.subjectanalýza velkých datcs
dc.subjectdigitální transformacecs
dc.subjectpostupy řízení kvalitycs
dc.subjectfinanční výkonnostcs
dc.subjectnávratnost investic (ROA)cs
dc.subject.translatedcircular economy practicesen
dc.subject.translatedgreen innovationen
dc.subject.translatedbig data analyticsen
dc.subject.translateddigital transformationen
dc.subject.translatedquality management practicesen
dc.subject.translatedfinancial performanceen
dc.subject.translatedROAen
dc.titleCircular economy practices, green innovation and financial performance: The moderating role of big data analyticsen
dc.typečlánekcs
dc.typearticleen
dc.type.statusPeer-revieweden
dc.type.versionpublishedVersionen
local.files.count1*
local.files.size734399*
local.has.filesyes*

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