loading
Documents

Research.Publish.Connect.

Paper

Authors: Rob Brennan 1 ; Judie Attard 1 and Markus Helfert 2

Affiliations: 1 Trinity College Dublin, Ireland ; 2 Dublin City University, Ireland

ISBN: 978-989-758-298-1

Keyword(s): Data Value, Business-IT Alignment, Business Value of IT, Governance of IS Organisation.

Abstract: This paper identifies management capabilities for data value chains as a gap in current data value research. It specifies a data value management capability framework and a first data value monitoring capability maturity model (CMM). This framework and CMM will enable organisations to identify and measure the current state of their data value monitoring processes, and show how to take steps to enhance value monitoring in order to exploit the full data value potential in their organisation. This new approach to data value management is needed since, despite the success of Big Data and the appeal of the data-driven enterprise, there is little evidence-based guidance for maximising data value creation. To date, most data value optimisation has focused on technological gains such as data platforms or analytics, without bridging the gap to organisational knowledge or human factors research. The evidence of best practice gathered here from the state of the art shows that there is a hierarch y of data value dimensions for data value monitoring, starting with cost and peaking with utility (understanding value creation). The models are validated by a case study of three organisations that are managing data value and using it to support strategic decision-making. (More)

PDF ImageFull Text

Download
Sign In Guest: Register as new SciTePress user now for free.

Sign In SciTePress user: please login.

PDF ImageMy Papers

You are not signed in, therefore limits apply to your IP address 54.81.220.239

In the current month:
Recent papers: 100 available of 100 total
2+ years older papers: 200 available of 200 total

Paper citation in several formats:
Brennan, R.; Attard, J. and Helfert, M. (2018). Management of Data Value Chains, a Value Monitoring Capability Maturity Model.In Proceedings of the 20th International Conference on Enterprise Information Systems - Volume 2: ICEIS, ISBN 978-989-758-298-1, pages 573-584. DOI: 10.5220/0006684805730584

@conference{iceis18,
author={Rob Brennan. and Judie Attard. and Markus Helfert.},
title={Management of Data Value Chains, a Value Monitoring Capability Maturity Model},
booktitle={Proceedings of the 20th International Conference on Enterprise Information Systems - Volume 2: ICEIS,},
year={2018},
pages={573-584},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006684805730584},
isbn={978-989-758-298-1},
}

TY - CONF

JO - Proceedings of the 20th International Conference on Enterprise Information Systems - Volume 2: ICEIS,
TI - Management of Data Value Chains, a Value Monitoring Capability Maturity Model
SN - 978-989-758-298-1
AU - Brennan, R.
AU - Attard, J.
AU - Helfert, M.
PY - 2018
SP - 573
EP - 584
DO - 10.5220/0006684805730584

Login or register to post comments.

Comments on this Paper: Be the first to review this paper.