Location

Hilton Waikoloa Village, Hawaii

Event Website

https://hicss.hawaii.edu/

Start Date

7-1-2025 12:00 AM

End Date

10-1-2025 12:00 AM

Description

In this study, we present a framework for scaling Data & Analytics initiatives and use cases. Unlike existing studies, we focus on practical implications and draw attention to the comprehensive combination of multiple perspectives on scale and scaling. We develop a framework consisting of scaling challenges, scaling enablers and scaling approaches for D&A use cases and initiatives divided into four scaling perspectives: development, governance, business and use case lifecycle. The framework was developed using a grounded theory approach with 12 expert interviews from different large manufacturing companies. Based on the findings, we present practical implications and develop a future research agenda.

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Jan 7th, 12:00 AM Jan 10th, 12:00 AM

Scaling Data & Analytics – A Framework Perspective, Practical Implications and Future Research Agenda

Hilton Waikoloa Village, Hawaii

In this study, we present a framework for scaling Data & Analytics initiatives and use cases. Unlike existing studies, we focus on practical implications and draw attention to the comprehensive combination of multiple perspectives on scale and scaling. We develop a framework consisting of scaling challenges, scaling enablers and scaling approaches for D&A use cases and initiatives divided into four scaling perspectives: development, governance, business and use case lifecycle. The framework was developed using a grounded theory approach with 12 expert interviews from different large manufacturing companies. Based on the findings, we present practical implications and develop a future research agenda.

https://aisel.aisnet.org/hicss-58/os/digital_transformation/3