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Maximizing customers' lifetime value using limited marketing resources

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Maximizing customers' lifetime value using limited marketing resources

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dc.contributor.author Marmol, Mage es_ES
dc.contributor.author Goyal, Anita es_ES
dc.contributor.author Copado-Méndez, Pedro Jesus es_ES
dc.contributor.author Panadero, Javier es_ES
dc.contributor.author Juan, Angel A. es_ES
dc.date.accessioned 2023-11-10T19:04:30Z
dc.date.available 2023-11-10T19:04:30Z
dc.date.issued 2021-10-25 es_ES
dc.identifier.issn 0263-4503 es_ES
dc.identifier.uri http://hdl.handle.net/10251/199506
dc.description This article is (c) Emerald Group Publishing and permission has been granted for this version to appear here (please insert the web address here). Emerald does not grant permission for this article to be further copied/distributed or hosted elsewhere without the express permission from Emerald Group Publishing Limited es_ES
dc.description.abstract [EN] Purpose For any given customer, his/her profitability for a business enterprise can be estimated by the so-called customer lifetime value (CLV). One specific goal for many enterprises consists in maximizing the aggregated CLV associated with its set of customers. To achieve this goal, a company uses marketing resources (e.g. marketing campaigns), which are usually expensive. Design/methodology/approach This paper proposes a formal model of the Customer Life Value problem inspired by the uncapacitated facility location problem. Findings The computational experiments conducted by the authors illustrate the potential of the approach when compared with a standard (non-algorithm-supported) one. Originality/value The approach leads up to the economic trade-off between the volume of the employed resources and the aggregated CLV, i.e. the higher the number of resources utilized, but also the higher the cost of achieving this level of lifetime value. Hence, the number of resources to be "activated" has to be decided, and the effect of each of these resources on each CLV will depend upon how "close" the resource is from the corresponding customer (i.e. how large will the impact of the active resource on the customer). es_ES
dc.description.sponsorship This paper has been partially supported by the Catalan Department of Agriculture, Livestock, Fisheries and Food (56.21.003.2019.2A), AGAUR and FEDER. es_ES
dc.language Inglés es_ES
dc.publisher Emerald Publishing Limited es_ES
dc.relation.ispartof Marketing Intelligence & Planning es_ES
dc.rights Reserva de todos los derechos es_ES
dc.subject Marketing intelligence es_ES
dc.subject Customer loyalty es_ES
dc.subject Artificial intelligence es_ES
dc.subject Biased-randomized algorithms es_ES
dc.subject Customer lifetime es_ES
dc.subject.classification ESTADISTICA E INVESTIGACION OPERATIVA es_ES
dc.title Maximizing customers' lifetime value using limited marketing resources es_ES
dc.type Artículo es_ES
dc.identifier.doi 10.1108/MIP-02-2021-0050 es_ES
dc.relation.projectID info:eu-repo/grantAgreement/Generalitat de Catalunya//56.21.003.2019.2A//Decision-Making: Metodologia integral i circular per la presa de decisions comercials/ es_ES
dc.relation.projectID info:eu-repo/grantAgreement/FEDER//ERDF 2014-2020/ es_ES
dc.rights.accessRights Abierto es_ES
dc.contributor.affiliation Universitat Politècnica de València. Escuela Politécnica Superior de Alcoy - Escola Politècnica Superior d'Alcoi es_ES
dc.description.bibliographicCitation Marmol, M.; Goyal, A.; Copado-Méndez, PJ.; Panadero, J.; Juan, AA. (2021). Maximizing customers' lifetime value using limited marketing resources. Marketing Intelligence & Planning. 39(8):1058-1072. https://doi.org/10.1108/MIP-02-2021-0050 es_ES
dc.description.accrualMethod S es_ES
dc.relation.publisherversion https://doi.org/10.1108/MIP-02-2021-0050 es_ES
dc.description.upvformatpinicio 1058 es_ES
dc.description.upvformatpfin 1072 es_ES
dc.type.version info:eu-repo/semantics/publishedVersion es_ES
dc.description.volume 39 es_ES
dc.description.issue 8 es_ES
dc.relation.pasarela S\501093 es_ES
dc.contributor.funder Generalitat de Catalunya es_ES
dc.contributor.funder European Regional Development Fund es_ES
dc.contributor.funder Agencia de Gestión de Ayudas Universitarias y de Investigación es_ES


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