Exploring circular economy in the United Kingdom based on LinkedIn data from company profiles

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dc.contributor.authorTsironis, Georgios
dc.contributor.authorCox, Rylan
dc.contributor.authorJolly, Mark
dc.contributor.authorSalonitis, Konstantinos
dc.contributor.authorTsagarakis, Konstantinos P.
dc.date.accessioned2025-04-22T15:15:02Z
dc.date.available2025-04-22T15:15:02Z
dc.date.freetoread2025-04-22
dc.date.issued2025-04-25
dc.date.pubOnline2025-04-02
dc.description.abstractThis work explores the landscape of Circular Economy within the business domain through an innovative approach to topic modelling applied to 1396 LinkedIn company profiles in the UK. We explore thematic structures within a dataset curated through the LinkedIn search engine prompt for companies related to the Circular Economy. Leveraging Latent Dirichlet Allocation models, we identify topics that encapsulate the essence of circular and sustainable business practices. Our findings unveil key thematic clusters, including “Waste Management and Environmental Impact,” highlighting companies at the forefront of waste reduction and eco-conscious industry practices. Another significant cluster, “Sustainable Solutions and Customer-Centric Approach,” delves into businesses seamlessly integrating sustainability across product design and customer interactions. Lastly, “Green Technology and Community Building” sheds light on companies excelling in green technology and actively contributing to environmentally responsible global networks. Topic modelling is employed as a powerful tool for unravelling complex business narratives and fostering a holistic approach to sustainable practices.
dc.description.journalNameJournal of Cleaner Production
dc.identifier.citationTsironis G, Cox R, Jolly M, et al., (2025) Exploring circular economy in the United Kingdom based on LinkedIn data from company profiles. Journal of Cleaner Production, Volume 503, April 2025, Article number 145355
dc.identifier.elementsID567339
dc.identifier.issn0959-6526
dc.identifier.paperNo145355
dc.identifier.urihttps://doi.org/10.1016/j.jclepro.2025.145355
dc.identifier.urihttps://dspace.lib.cranfield.ac.uk/handle/1826/23790
dc.identifier.volumeNo503
dc.languageEnglish
dc.language.isoen
dc.publisherElsevier
dc.publisher.urihttps://www.sciencedirect.com/science/article/pii/S095965262500705X?via%3Dihub
dc.rightsAttribution 4.0 Internationalen
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/
dc.subject40 Engineering
dc.subject33 Built Environment and Design
dc.subject12 Responsible Consumption and Production
dc.subjectEnvironmental Sciences
dc.subject33 Built environment and design
dc.subject40 Engineering
dc.titleExploring circular economy in the United Kingdom based on LinkedIn data from company profiles
dc.typeArticle
dc.type.subtypeJournal Article
dcterms.dateAccepted2025-03-20

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