Absorptive capacity in analytics implementations: A research model
Autor(a) principal: | |
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Data de Publicação: | 2020 |
Outros Autores: | , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
Texto Completo: | http://hdl.handle.net/1822/74912 |
Resumo: | Purpose: Propose a research model that involves the conceptual relationships between the theoretical support of the absorptive capacity and analytics, emphasizing the way in which the tool contributes to the formation of absorptive capacity within the companies. Originality/value: It was possible to delineate a model with the theoretical associations between absorptive capacity and analytics from the voices of experts and decision makers of Portuguese companies, contributing as a tool to guide strategies that help companies for a better understanding of how the absorption of knowledge occurs in analytics implementations to better target efforts at incremental value generation. Design/methodology/approach: A qualitative study was carried out with the adoption of Grounded Theory as a research strategy. In this way, techniques and procedures of the method were followed that allowed the constant collection and analysis of the data, supported with the use of Atlas.ti software. Findings: The main theoretical contribution is the proposition of a conceptual model that considers emerging categories, subcategories, properties, and dimensions, that qualify the conceptual alignment between absorptive capacity and analytics and explain the existence of the construct over implementation. As entrepreneurial contributions, the configuration of knowledge absorption according to two analytic use patterns is emphasized: as oriented towards solving specific problems and as a guideline of institutional planning. |
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Absorptive capacity in analytics implementations: A research modelCapacidade absortiva em implementações de analytics: um modelo de pesquisaAbsorptive capacityAnalyticsBig data analyticsGrounded theoryValue extractionCiências Sociais::Economia e GestãoPurpose: Propose a research model that involves the conceptual relationships between the theoretical support of the absorptive capacity and analytics, emphasizing the way in which the tool contributes to the formation of absorptive capacity within the companies. Originality/value: It was possible to delineate a model with the theoretical associations between absorptive capacity and analytics from the voices of experts and decision makers of Portuguese companies, contributing as a tool to guide strategies that help companies for a better understanding of how the absorption of knowledge occurs in analytics implementations to better target efforts at incremental value generation. Design/methodology/approach: A qualitative study was carried out with the adoption of Grounded Theory as a research strategy. In this way, techniques and procedures of the method were followed that allowed the constant collection and analysis of the data, supported with the use of Atlas.ti software. Findings: The main theoretical contribution is the proposition of a conceptual model that considers emerging categories, subcategories, properties, and dimensions, that qualify the conceptual alignment between absorptive capacity and analytics and explain the existence of the construct over implementation. As entrepreneurial contributions, the configuration of knowledge absorption according to two analytic use patterns is emphasized: as oriented towards solving specific problems and as a guideline of institutional planning.This paper was financed by National Funds of the Portuguese Foundation for Science and Technology (FCT) within the project «UID/ECO/03182/2019».Mackenzie Presbyterian UniversityUniversidade do MinhoFerreira, RodrigoGomes, Josir S.Carvalho, Ana2020-012020-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/1822/74912engFerreira, R., Gomes, J. S., & Carvalho, A. (2020). Absorptive capacity in analytics implementations: A research model. Revista de Administração Mackenzie, 21(2), 1–26. doi:10.1590/1678-6971/eRAMR2000361518-67761678-697110.1590/1678-6971/eRAMR200036https://doi.org/10.1590/1678-6971/eRAMR200036info: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:RCAAP2023-07-21T12:49:42Zoai:repositorium.sdum.uminho.pt:1822/74912Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T19:48:15.418047Repositório 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 |
Absorptive capacity in analytics implementations: A research model Capacidade absortiva em implementações de analytics: um modelo de pesquisa |
title |
Absorptive capacity in analytics implementations: A research model |
spellingShingle |
Absorptive capacity in analytics implementations: A research model Ferreira, Rodrigo Absorptive capacity Analytics Big data analytics Grounded theory Value extraction Ciências Sociais::Economia e Gestão |
title_short |
Absorptive capacity in analytics implementations: A research model |
title_full |
Absorptive capacity in analytics implementations: A research model |
title_fullStr |
Absorptive capacity in analytics implementations: A research model |
title_full_unstemmed |
Absorptive capacity in analytics implementations: A research model |
title_sort |
Absorptive capacity in analytics implementations: A research model |
author |
Ferreira, Rodrigo |
author_facet |
Ferreira, Rodrigo Gomes, Josir S. Carvalho, Ana |
author_role |
author |
author2 |
Gomes, Josir S. Carvalho, Ana |
author2_role |
author author |
dc.contributor.none.fl_str_mv |
Universidade do Minho |
dc.contributor.author.fl_str_mv |
Ferreira, Rodrigo Gomes, Josir S. Carvalho, Ana |
dc.subject.por.fl_str_mv |
Absorptive capacity Analytics Big data analytics Grounded theory Value extraction Ciências Sociais::Economia e Gestão |
topic |
Absorptive capacity Analytics Big data analytics Grounded theory Value extraction Ciências Sociais::Economia e Gestão |
description |
Purpose: Propose a research model that involves the conceptual relationships between the theoretical support of the absorptive capacity and analytics, emphasizing the way in which the tool contributes to the formation of absorptive capacity within the companies. Originality/value: It was possible to delineate a model with the theoretical associations between absorptive capacity and analytics from the voices of experts and decision makers of Portuguese companies, contributing as a tool to guide strategies that help companies for a better understanding of how the absorption of knowledge occurs in analytics implementations to better target efforts at incremental value generation. Design/methodology/approach: A qualitative study was carried out with the adoption of Grounded Theory as a research strategy. In this way, techniques and procedures of the method were followed that allowed the constant collection and analysis of the data, supported with the use of Atlas.ti software. Findings: The main theoretical contribution is the proposition of a conceptual model that considers emerging categories, subcategories, properties, and dimensions, that qualify the conceptual alignment between absorptive capacity and analytics and explain the existence of the construct over implementation. As entrepreneurial contributions, the configuration of knowledge absorption according to two analytic use patterns is emphasized: as oriented towards solving specific problems and as a guideline of institutional planning. |
publishDate |
2020 |
dc.date.none.fl_str_mv |
2020-01 2020-01-01T00:00:00Z |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://hdl.handle.net/1822/74912 |
url |
http://hdl.handle.net/1822/74912 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
Ferreira, R., Gomes, J. S., & Carvalho, A. (2020). Absorptive capacity in analytics implementations: A research model. Revista de Administração Mackenzie, 21(2), 1–26. doi:10.1590/1678-6971/eRAMR200036 1518-6776 1678-6971 10.1590/1678-6971/eRAMR200036 https://doi.org/10.1590/1678-6971/eRAMR200036 |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf |
dc.publisher.none.fl_str_mv |
Mackenzie Presbyterian University |
publisher.none.fl_str_mv |
Mackenzie Presbyterian University |
dc.source.none.fl_str_mv |
reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação instacron:RCAAP |
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Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
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RCAAP |
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RCAAP |
reponame_str |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
collection |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
repository.name.fl_str_mv |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
repository.mail.fl_str_mv |
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1799133059347382272 |