NDLI: Management of analytics-as-a-service - results from an action design research project

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Management of analytics-as-a-service - results from an action design research project

Content Provider	Scilit
Author	Dremel, Christian Stoeckli, Emanuel Wulf, Jochen
Copyright Year	2020
Description	The ability to generate business-relevant information from data and to exploit it to improve business processes, decision-making, products, and services (business analytics) is a key success factor for businesses today. Answering the call for further research on success-relevant practices and instruments for managing business analytics, we report on the results of a three-year action design research (ADR) project at a global car manufacturer. Drawing on the socio-technical systems theory, we identify seven meta-requirements and specify four principles for the design of an instrument to manage Analytics-as-a-Service (AaaS) portfolios. Our results reinforce the importance of coordinating different socio-technical components in business analytics initiatives and demonstrate how concrete management instruments, such as a proposed portfolio management tool, contribute to socio-technical alignment. For practitioners, the documented design components provide guidance on how to design and implement similar instruments that support the systematic management of AaaS portfolios.
Related Links	https://www.tandfonline.com/doi/pdf/10.1080/2573234X.2020.1740616?needAccess=true
ISSN	2573234X
e-ISSN	25732358
DOI	10.1080/2573234x.2020.1740616
Journal	Journal of Business Analytics
Issue Number	1
Volume Number	3
Language	English
Publisher	Informa UK Limited
Publisher Date	2020-01-02
Access Restriction	Open
Subject Keyword	Journal: Journal of Business Analytics Information and Library Science Portfolio Management Analytics-as-a-service Descriptive Analytics Predictive Analytics Prescriptive Analytics Machine Learning Artificial Intelligence
Content Type	Text
Resource Type	Article
Subject	Industrial and Manufacturing Engineering Management Information Systems Information Systems

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