Data-driven Applications to Foster Absorptive Capacity: A Literature-based Conceptualization

Simple item page
dc.contributor.authorHofmann, Peter
dc.contributor.authorStähle, Philipp
dc.contributor.authorBuck, Christoph
dc.contributor.authorThorwarth, Harald
dc.date.accessioned2020-12-24T20:01:07Z
dc.date.available2020-12-24T20:01:07Z
dc.date.issued2021-01-05
dc.description.abstractThe relevance of data-driven applications for leveraging knowledge embedded in data is growing. Thereby, an organization’s capability to create, disseminate, and exploit knowledge (i.e., absorptive capacity) is a decisive factor in gaining competitive advantages. In this paper, we address the lack of guidance on the development and application of data-driven applications fostering an organization’s absorptive capacity. Based on a structured literature review, we derive seven data-driven application capabilities and match them with an established conceptualization of absorptive capacity. While previous literature did not allow for a specific analysis, our functional representation concretely demonstrates how data-driven applications composed of separate capabilities can foster absorptive capacity in manifold ways. This paper contributes to the literature by providing a structured literature review on the impact of IT on absorptive capacity as well as introducing theoretically-based and modularized data-driven application capabilities.
dc.format.extent10 pages
dc.identifier.doi10.24251/HICSS.2021.593
dc.identifier.isbn978-0-9981331-4-0
dc.identifier.urihttp://hdl.handle.net/10125/71211
dc.language.isoEnglish
dc.relation.ispartofProceedings of the 54th Hawaii International Conference on System Sciences
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 International
dc.rights.urihttps://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subjectDesign and Appropriation of Knowledge and AI Systems
dc.subjectabsorptive capacity
dc.subjectdata-driven application capabilities
dc.subjectdata-driven applications
dc.subjectknowledge management
dc.titleData-driven Applications to Foster Absorptive Capacity: A Literature-based Conceptualization
prism.startingpage4880

Files

Original bundle
Now showing 1 - 1 of 1
Thumbnail Image
Name:
0479.pdf
Size:
749.72 KB
Format:
Adobe Portable Document Format
Download

Collections

Design and Appropriation of Knowledge and AI Systems