Exploring data value assessment: a survey method and investigation of the perceived relative importance of data value dimensions
dc.contributor.author | Brennan, Rob | |
dc.contributor.author | Attard, Judie | |
dc.contributor.author | Petkov, Plamen | |
dc.contributor.author | Nagle, Tadhg | |
dc.contributor.author | Helfert, Markus | |
dc.contributor.editor | Filipe, Joaquim | |
dc.contributor.editor | Smialek, Michal | |
dc.contributor.editor | Brodsky, Alexander | |
dc.contributor.editor | Hammoudi, Slimane | |
dc.contributor.funder | Science Foundation Ireland | en |
dc.contributor.funder | European Regional Development Fund | en |
dc.contributor.funder | Horizon 2020 | en |
dc.date.accessioned | 2019-07-16T09:18:42Z | |
dc.date.available | 2019-07-16T09:18:42Z | |
dc.date.issued | 2019-05 | |
dc.date.updated | 2019-07-15T11:57:30Z | |
dc.description.abstract | This paper describes the development and execution of a data value assessment survey of data professionals and academics. Its purpose was to explore more effective data value assessment techniques and to better understand the perceived relative importance of data value dimensions for data practitioners. This is important because despite the current deep interest in data value, there is a lack of data value assessment techniques and no clear understanding of how individual data value dimensions contribute to a holistic model of data value. A total of 34 datasets were assessed in a field study of 20 organisations in a range of sectors from finance to aviation. It was found that in 17 out of 20 of the organisations contacted that no data value assessment had previously taken place. All the datasets evaluated were considered valuable organisational assets and the operational impact of data was identified as the most important data value dimension. These results can inform the communityĆ¢ s search for data value models and assessment techniques. It also assists further development of capability maturity models for data value assessment and monitoring. This is to our knowledge the first publication of the underlying data for a multi-organization data value assessment and as such it represents a new stage in the evolution of evidence-based data valuation. | en |
dc.description.status | Peer reviewed | en |
dc.description.version | Accepted Version | en |
dc.format.mimetype | application/pdf | en |
dc.identifier.citation | Brennan, R., Attard, J., Petkov, P., Nagle, T. and Helfert, M. (2019) 'Exploring data value assessment: a survey method and investigation of the perceived relative importance of data value dimensions', Proceedings of the 21st International Conference on Enterprise Information Systems (Volume 1), Heraklion, Crete, Greece, 3-5 May, pp. 200-207. doi: 10.5220/0007723402000207 | en |
dc.identifier.doi | 10.5220/0007723402000207 | en |
dc.identifier.endpage | 207 | en |
dc.identifier.isbn | 978-989-758-372-8 | |
dc.identifier.startpage | 200 | en |
dc.identifier.uri | https://hdl.handle.net/10468/8166 | |
dc.language.iso | en | en |
dc.publisher | SciTePress | en |
dc.relation.ispartof | ICEIS 2019 - 21st International Conference on Enterprise Information Systems | |
dc.relation.project | info:eu-repo/grantAgreement/SFI/SFI Research Centres/13/RC/2106/IE/ADAPT: Centre for Digital Content Platform Research/ | en |
dc.relation.project | info:eu-repo/grantAgreement/SFI/SFI Research Centres/13/RC/2094/IE/Lero - the Irish Software Research Centre/ | en |
dc.relation.project | info:eu-repo/grantAgreement/EC/H2020::MSCA-COFUND-FP/713567/EU/Cutting Edge Training - Cutting Edge Technology/EDGE | en |
dc.relation.uri | https://www.scitepress.org/PublicationsDetail.aspx?ID=70HPgYjgse4%3d&t=1 | |
dc.rights | Ā© 2019, SCITEPRESS ā Science and Technology Publications, Lda. All rights reserved. This is the accepted manuscript version of a paper which has been published in final form at: https://doi.org/10.5220/0007723402000207 | en |
dc.subject | Data value | en |
dc.subject | Business-IT alignment | en |
dc.subject | Business value of IT | en |
dc.subject | Data governance | en |
dc.title | Exploring data value assessment: a survey method and investigation of the perceived relative importance of data value dimensions | en |
dc.type | Conference item | en |
Files
Original bundle
1 - 1 of 1
Loading...
- Name:
- 2. BrennanEtAl_ICEIS2019_SHORTv04 (3).pdf
- Size:
- 311.55 KB
- Format:
- Adobe Portable Document Format
- Description:
- Accepted Version
License bundle
1 - 1 of 1
Loading...
- Name:
- license.txt
- Size:
- 2.71 KB
- Format:
- Item-specific license agreed upon to submission
- Description: