A systematic review of customer behavior in business-to-business markets and agenda for future research

Detalhes bibliográficos
Autor(a) principal: Bilro, R. G.
Data de Publicação: 2023
Outros Autores: Loureiro, S. M. C., Souto, P.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10071/29212
Resumo: Purpose: The purpose of this paper is to offer a comprehensive overview of current research on customer behavior in the business-to-business (B2B) context and propose a research agenda for future studies. Despite being a relatively recent area of interest for academics and practitioners, a literature review that synthesizes existing knowledge into coherent topics and outlines a research agenda for future research is still lacking. Design/methodology/approach: Drawing on a systematic literature review of 219 papers and using a text-mining approach based on the Latent Dirichlet Allocation algorithm, this paper enhances the existing knowledge of B2B customer behavior and provides a descriptive analysis of the literature. Findings: From this review, ten major research topics are found and analyzed. These topics were analyzed through the lens of the Theory, Context, Characteristics and Method framework, providing a summary of key findings from prior studies. Additionally, an integrative framework was developed, offering insights into future research directions. Originality/value: This study presents a novel contribution to the field of B2B by providing a systematic review of the topic of customer behavior, filling a gap in the literature and offering a valuable resource for scholars and managers seeking to advance the field.
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spelling A systematic review of customer behavior in business-to-business markets and agenda for future researchFuture trendsB2BBusiness-to-businessText miningCustomer behaviorResearch agendaPurpose: The purpose of this paper is to offer a comprehensive overview of current research on customer behavior in the business-to-business (B2B) context and propose a research agenda for future studies. Despite being a relatively recent area of interest for academics and practitioners, a literature review that synthesizes existing knowledge into coherent topics and outlines a research agenda for future research is still lacking. Design/methodology/approach: Drawing on a systematic literature review of 219 papers and using a text-mining approach based on the Latent Dirichlet Allocation algorithm, this paper enhances the existing knowledge of B2B customer behavior and provides a descriptive analysis of the literature. Findings: From this review, ten major research topics are found and analyzed. These topics were analyzed through the lens of the Theory, Context, Characteristics and Method framework, providing a summary of key findings from prior studies. Additionally, an integrative framework was developed, offering insights into future research directions. Originality/value: This study presents a novel contribution to the field of B2B by providing a systematic review of the topic of customer behavior, filling a gap in the literature and offering a valuable resource for scholars and managers seeking to advance the field.Emerald2023-08-30T12:05:50Z2023-01-01T00:00:00Z20232023-08-30T13:05:30Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10071/29212eng0885-862410.1108/JBIM-07-2022-0313Bilro, R. G.Loureiro, S. M. C.Souto, P.info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-11-09T17:26:13Zoai:repositorio.iscte-iul.pt:10071/29212Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T22:11:44.233121Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv A systematic review of customer behavior in business-to-business markets and agenda for future research
title A systematic review of customer behavior in business-to-business markets and agenda for future research
spellingShingle A systematic review of customer behavior in business-to-business markets and agenda for future research
Bilro, R. G.
Future trends
B2B
Business-to-business
Text mining
Customer behavior
Research agenda
title_short A systematic review of customer behavior in business-to-business markets and agenda for future research
title_full A systematic review of customer behavior in business-to-business markets and agenda for future research
title_fullStr A systematic review of customer behavior in business-to-business markets and agenda for future research
title_full_unstemmed A systematic review of customer behavior in business-to-business markets and agenda for future research
title_sort A systematic review of customer behavior in business-to-business markets and agenda for future research
author Bilro, R. G.
author_facet Bilro, R. G.
Loureiro, S. M. C.
Souto, P.
author_role author
author2 Loureiro, S. M. C.
Souto, P.
author2_role author
author
dc.contributor.author.fl_str_mv Bilro, R. G.
Loureiro, S. M. C.
Souto, P.
dc.subject.por.fl_str_mv Future trends
B2B
Business-to-business
Text mining
Customer behavior
Research agenda
topic Future trends
B2B
Business-to-business
Text mining
Customer behavior
Research agenda
description Purpose: The purpose of this paper is to offer a comprehensive overview of current research on customer behavior in the business-to-business (B2B) context and propose a research agenda for future studies. Despite being a relatively recent area of interest for academics and practitioners, a literature review that synthesizes existing knowledge into coherent topics and outlines a research agenda for future research is still lacking. Design/methodology/approach: Drawing on a systematic literature review of 219 papers and using a text-mining approach based on the Latent Dirichlet Allocation algorithm, this paper enhances the existing knowledge of B2B customer behavior and provides a descriptive analysis of the literature. Findings: From this review, ten major research topics are found and analyzed. These topics were analyzed through the lens of the Theory, Context, Characteristics and Method framework, providing a summary of key findings from prior studies. Additionally, an integrative framework was developed, offering insights into future research directions. Originality/value: This study presents a novel contribution to the field of B2B by providing a systematic review of the topic of customer behavior, filling a gap in the literature and offering a valuable resource for scholars and managers seeking to advance the field.
publishDate 2023
dc.date.none.fl_str_mv 2023-08-30T12:05:50Z
2023-01-01T00:00:00Z
2023
2023-08-30T13:05:30Z
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url http://hdl.handle.net/10071/29212
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 0885-8624
10.1108/JBIM-07-2022-0313
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dc.publisher.none.fl_str_mv Emerald
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instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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