Roles and Capabilities of Enterprise Architecture in Big Data Analytics Technology Adoption and Implementation

Abstract:Organizations are attempting to harness the power of big data analytics. Enterprise architecture can be used as an instrument to integrate big data analytics into the existing IT landscape and enabling the development of capabilities to create value from these technologies. Yet, there is li...

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Autores principales:	Gong,Yiwei, Janssen,Marijn
Lenguaje:	English
Publicado:	Universidad de Talca 2021
Materias:	Big data Big data analytics Enterprise architecture Adoption Flexibility Dynamic capabilities E-government
Acceso en línea:	http://www.scielo.cl/scielo.php?script=sci_arttext&pid=S0718-18762021000100104
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spelling	oai:scielo:S0718-187620210001001042020-07-15Roles and Capabilities of Enterprise Architecture in Big Data Analytics Technology Adoption and ImplementationGong,YiweiJanssen,Marijn Big data Big data analytics Enterprise architecture Adoption Flexibility Dynamic capabilities E-government Abstract:Organizations are attempting to harness the power of big data analytics. Enterprise architecture can be used as an instrument to integrate big data analytics into the existing IT landscape and enabling the development of capabilities to create value from these technologies. Yet, there is limited research about the role of enterprise architecture in adopting big data analytics. This paper explores enterprise architecture roles and capabilities for the adoption of big data analytics by conducting a qualitative case study at the Dutch Tax and Customs Administration. The first attempt to adopt big data analytics was focused on integrating analytics into the current complex IT landscape, but this encountered many challenges and resulted in slow progress. To overcome these challenges, a separate department was created to quickly harness the potential of big data analytics. Enterprise architecture was used for impact analysis and to create a transition process. The findings suggest that enterprise architecture was used in different ways at the various stages of adoption and implementation, requiring different roles and a different set of capabilities. Enterprise architecture was found to be contingent on the type of technology and the situation at hand. We recommend more research into the role of the context in enterprise architecture research.info:eu-repo/semantics/openAccessUniversidad de TalcaJournal of theoretical and applied electronic commerce research v.16 n.1 20212021-01-01text/htmlhttp://www.scielo.cl/scielo.php?script=sci_arttext&pid=S0718-18762021000100104en10.4067/S0718-18762021000100104
institution	Scielo Chile
collection	Scielo Chile
language	English
topic	Big data Big data analytics Enterprise architecture Adoption Flexibility Dynamic capabilities E-government
spellingShingle	Big data Big data analytics Enterprise architecture Adoption Flexibility Dynamic capabilities E-government Gong,Yiwei Janssen,Marijn Roles and Capabilities of Enterprise Architecture in Big Data Analytics Technology Adoption and Implementation
description	Abstract:Organizations are attempting to harness the power of big data analytics. Enterprise architecture can be used as an instrument to integrate big data analytics into the existing IT landscape and enabling the development of capabilities to create value from these technologies. Yet, there is limited research about the role of enterprise architecture in adopting big data analytics. This paper explores enterprise architecture roles and capabilities for the adoption of big data analytics by conducting a qualitative case study at the Dutch Tax and Customs Administration. The first attempt to adopt big data analytics was focused on integrating analytics into the current complex IT landscape, but this encountered many challenges and resulted in slow progress. To overcome these challenges, a separate department was created to quickly harness the potential of big data analytics. Enterprise architecture was used for impact analysis and to create a transition process. The findings suggest that enterprise architecture was used in different ways at the various stages of adoption and implementation, requiring different roles and a different set of capabilities. Enterprise architecture was found to be contingent on the type of technology and the situation at hand. We recommend more research into the role of the context in enterprise architecture research.
author	Gong,Yiwei Janssen,Marijn
author_facet	Gong,Yiwei Janssen,Marijn
author_sort	Gong,Yiwei
title	Roles and Capabilities of Enterprise Architecture in Big Data Analytics Technology Adoption and Implementation
title_short	Roles and Capabilities of Enterprise Architecture in Big Data Analytics Technology Adoption and Implementation
title_full	Roles and Capabilities of Enterprise Architecture in Big Data Analytics Technology Adoption and Implementation
title_fullStr	Roles and Capabilities of Enterprise Architecture in Big Data Analytics Technology Adoption and Implementation
title_full_unstemmed	Roles and Capabilities of Enterprise Architecture in Big Data Analytics Technology Adoption and Implementation
title_sort	roles and capabilities of enterprise architecture in big data analytics technology adoption and implementation
publisher	Universidad de Talca
publishDate	2021
url	http://www.scielo.cl/scielo.php?script=sci_arttext&pid=S0718-18762021000100104
work_keys_str_mv	AT gongyiwei rolesandcapabilitiesofenterprisearchitectureinbigdataanalyticstechnologyadoptionandimplementation AT janssenmarijn rolesandcapabilitiesofenterprisearchitectureinbigdataanalyticstechnologyadoptionandimplementation
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Roles and Capabilities of Enterprise Architecture in Big Data Analytics Technology Adoption and Implementation

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