Designing a Business Intelligence and Analytics Maturity Model for higher education: A design science approach

Detalhes bibliográficos
Autor(a) principal: Cardoso, E.
Data de Publicação: 2022
Outros Autores: Su, X.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10071/25521
Resumo: Business Intelligence and Analytics (BIA) systems play an essential role in organizations, providing actionable insights that enable business users to make more informed, data-driven decisions. However, many Higher Education (HE) institutions do not have accessible and usable models to guide them through the incremental development of BIA solutions to realize the full potential value of BIA. The situation is becoming ever more acute as HE operates today in a complex and dynamic environment brought forward by globalization and the rapid development of information technologies. This paper proposes a domain-specific BIA maturity model (MM) for HE–the HE-BIA Maturity Model. Following a design science approach, this paper details the design, development, and evaluation of two artifacts: the MM and the maturity assessment method. The evaluation phase comprised three case studies with universities from different countries and two workshops with practitioners from more than ten countries. HE institutions reported that the assessment with the HE-BIA model was (i) useful and adequate for their needs; (ii) and contributed to a better understanding of the current status of their BIA landscape, making it explicit that a BIA program is a technology endeavor as well as an organizational development.
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spelling Designing a Business Intelligence and Analytics Maturity Model for higher education: A design science approachMaturity modelsBusiness intelligenceAnalyticsHigher educationDesign science researchBusiness Intelligence and Analytics (BIA) systems play an essential role in organizations, providing actionable insights that enable business users to make more informed, data-driven decisions. However, many Higher Education (HE) institutions do not have accessible and usable models to guide them through the incremental development of BIA solutions to realize the full potential value of BIA. The situation is becoming ever more acute as HE operates today in a complex and dynamic environment brought forward by globalization and the rapid development of information technologies. This paper proposes a domain-specific BIA maturity model (MM) for HE–the HE-BIA Maturity Model. Following a design science approach, this paper details the design, development, and evaluation of two artifacts: the MM and the maturity assessment method. The evaluation phase comprised three case studies with universities from different countries and two workshops with practitioners from more than ten countries. HE institutions reported that the assessment with the HE-BIA model was (i) useful and adequate for their needs; (ii) and contributed to a better understanding of the current status of their BIA landscape, making it explicit that a BIA program is a technology endeavor as well as an organizational development.MDPI2022-05-23T16:10:02Z2022-01-01T00:00:00Z20222022-05-23T17:09:37Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10071/25521eng2076-341710.3390/app12094625Cardoso, E.Su, X.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:RCAAP2023-07-25T17:37:50ZPortal AgregadorONG
dc.title.none.fl_str_mv Designing a Business Intelligence and Analytics Maturity Model for higher education: A design science approach
title Designing a Business Intelligence and Analytics Maturity Model for higher education: A design science approach
spellingShingle Designing a Business Intelligence and Analytics Maturity Model for higher education: A design science approach
Cardoso, E.
Maturity models
Business intelligence
Analytics
Higher education
Design science research
title_short Designing a Business Intelligence and Analytics Maturity Model for higher education: A design science approach
title_full Designing a Business Intelligence and Analytics Maturity Model for higher education: A design science approach
title_fullStr Designing a Business Intelligence and Analytics Maturity Model for higher education: A design science approach
title_full_unstemmed Designing a Business Intelligence and Analytics Maturity Model for higher education: A design science approach
title_sort Designing a Business Intelligence and Analytics Maturity Model for higher education: A design science approach
author Cardoso, E.
author_facet Cardoso, E.
Su, X.
author_role author
author2 Su, X.
author2_role author
dc.contributor.author.fl_str_mv Cardoso, E.
Su, X.
dc.subject.por.fl_str_mv Maturity models
Business intelligence
Analytics
Higher education
Design science research
topic Maturity models
Business intelligence
Analytics
Higher education
Design science research
description Business Intelligence and Analytics (BIA) systems play an essential role in organizations, providing actionable insights that enable business users to make more informed, data-driven decisions. However, many Higher Education (HE) institutions do not have accessible and usable models to guide them through the incremental development of BIA solutions to realize the full potential value of BIA. The situation is becoming ever more acute as HE operates today in a complex and dynamic environment brought forward by globalization and the rapid development of information technologies. This paper proposes a domain-specific BIA maturity model (MM) for HE–the HE-BIA Maturity Model. Following a design science approach, this paper details the design, development, and evaluation of two artifacts: the MM and the maturity assessment method. The evaluation phase comprised three case studies with universities from different countries and two workshops with practitioners from more than ten countries. HE institutions reported that the assessment with the HE-BIA model was (i) useful and adequate for their needs; (ii) and contributed to a better understanding of the current status of their BIA landscape, making it explicit that a BIA program is a technology endeavor as well as an organizational development.
publishDate 2022
dc.date.none.fl_str_mv 2022-05-23T16:10:02Z
2022-01-01T00:00:00Z
2022
2022-05-23T17:09:37Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
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dc.identifier.uri.fl_str_mv http://hdl.handle.net/10071/25521
url http://hdl.handle.net/10071/25521
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 2076-3417
10.3390/app12094625
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dc.publisher.none.fl_str_mv MDPI
publisher.none.fl_str_mv MDPI
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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