Data Governance Capabilities: Maturity Model Design with Generic Capabilities Reference Model

Jan Merkus; R.W. Helms; R.J. Kusters

doi:10.5220/0010651300003064

Data Governance Capabilities: Maturity Model Design with Generic Capabilities Reference Model

^*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceeding › Conference Article in proceeding › Academic › peer-review

Abstract

To measure Data Governance, researchers designed a few Data Governance Maturity Models, but the used capabilities are very different, resulting in different measurement outcomes. This research aims to find a substantiated and validated set of Data Governance capabilities for Data Governance Maturity Models design. We apply the Maturity Model design procedure model of Becker et al. for methodology, which we complement with the Generic Capability Reference model to validate the capabilities. As results, we find a proper set of Data Governance capabilities for designing a Data Governance Maturity Models. Furthermore, we validate the set of DG capabilities against the GCR model, of which we conclude that the Generic Capability Reference model is valid as a reference model for the (re)design of Maturity Models.

Original language	English
Title of host publication	Proceedings of the 13th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management
Editors	Jorge Bernardino, Elio Masciari, Colette Rolland, Joaquim Filipe
Publisher	SCITEPRESS-Science and Technology Publications, Lda.
Pages	102-109
Number of pages	8
Volume	3
ISBN (Electronic)	9789897585333
ISBN (Print)	9789897585333
DOIs	https://doi.org/10.5220/0010651300003064
Publication status	Published - Oct 2021
Event	13th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management - Online, Portugal Duration: 25 Oct 2021 → 27 Oct 2021 https://kmis.scitevents.org/?y=2021 https://www.scitepress.org/ProceedingsDetails.aspx?ID=c26YbkfMrYk=&t=1

Conference

Conference	13th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management
Abbreviated title	IC3K 2021
Country/Territory	Portugal
Period	25/10/21 → 27/10/21
Internet address	https://kmis.scitevents.org/?y=2021 https://www.scitepress.org/ProceedingsDetails.aspx?ID=c26YbkfMrYk=&t=1

Keywords

Capabilities
Data Governance
Maturity Model
Metaplan
Reference Model

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10.5220/0010651300003064Licence: CC BY-NC-ND

Cite this

Merkus, J., Helms, R. W., & Kusters, R. J. (2021). Data Governance Capabilities: Maturity Model Design with Generic Capabilities Reference Model. In J. Bernardino, E. Masciari, C. Rolland, & J. Filipe (Eds.), Proceedings of the 13th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (Vol. 3, pp. 102-109). SCITEPRESS-Science and Technology Publications, Lda.. https://doi.org/10.5220/0010651300003064

Merkus, Jan ; Helms, R.W. ; Kusters, R.J. / Data Governance Capabilities : Maturity Model Design with Generic Capabilities Reference Model. Proceedings of the 13th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management. editor / Jorge Bernardino ; Elio Masciari ; Colette Rolland ; Joaquim Filipe. Vol. 3 SCITEPRESS-Science and Technology Publications, Lda., 2021. pp. 102-109

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title = "Data Governance Capabilities: Maturity Model Design with Generic Capabilities Reference Model",

abstract = "To measure Data Governance, researchers designed a few Data Governance Maturity Models, but the used capabilities are very different, resulting in different measurement outcomes. This research aims to find a substantiated and validated set of Data Governance capabilities for Data Governance Maturity Models design. We apply the Maturity Model design procedure model of Becker et al. for methodology, which we complement with the Generic Capability Reference model to validate the capabilities. As results, we find a proper set of Data Governance capabilities for designing a Data Governance Maturity Models. Furthermore, we validate the set of DG capabilities against the GCR model, of which we conclude that the Generic Capability Reference model is valid as a reference model for the (re)design of Maturity Models.",

keywords = "Capabilities, Data Governance, Maturity Model, Metaplan, Reference Model",

author = "Jan Merkus and R.W. Helms and R.J. Kusters",

year = "2021",

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doi = "10.5220/0010651300003064",

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volume = "3",

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editor = "Jorge Bernardino and Elio Masciari and Colette Rolland and Joaquim Filipe",

booktitle = "Proceedings of the 13th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management",

publisher = "SCITEPRESS-Science and Technology Publications, Lda.",

address = "Portugal",

note = "13th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K 2021 ; Conference date: 25-10-2021 Through 27-10-2021",

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Merkus, J , Helms, RW & Kusters, RJ 2021, Data Governance Capabilities: Maturity Model Design with Generic Capabilities Reference Model. in J Bernardino, E Masciari, C Rolland & J Filipe (eds), Proceedings of the 13th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management. vol. 3, SCITEPRESS-Science and Technology Publications, Lda., pp. 102-109, 13th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, Portugal, 25/10/21. https://doi.org/10.5220/0010651300003064

Data Governance Capabilities: Maturity Model Design with Generic Capabilities Reference Model. / Merkus, Jan ; Helms, R.W.; Kusters, R.J.
Proceedings of the 13th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management. ed. / Jorge Bernardino; Elio Masciari; Colette Rolland; Joaquim Filipe. Vol. 3 SCITEPRESS-Science and Technology Publications, Lda., 2021. p. 102-109.

Research output: Chapter in Book/Report/Conference proceeding › Conference Article in proceeding › Academic › peer-review

TY - GEN

T1 - Data Governance Capabilities

T2 - 13th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management

AU - Merkus, Jan

AU - Helms, R.W.

AU - Kusters, R.J.

PY - 2021/10

Y1 - 2021/10

N2 - To measure Data Governance, researchers designed a few Data Governance Maturity Models, but the used capabilities are very different, resulting in different measurement outcomes. This research aims to find a substantiated and validated set of Data Governance capabilities for Data Governance Maturity Models design. We apply the Maturity Model design procedure model of Becker et al. for methodology, which we complement with the Generic Capability Reference model to validate the capabilities. As results, we find a proper set of Data Governance capabilities for designing a Data Governance Maturity Models. Furthermore, we validate the set of DG capabilities against the GCR model, of which we conclude that the Generic Capability Reference model is valid as a reference model for the (re)design of Maturity Models.

AB - To measure Data Governance, researchers designed a few Data Governance Maturity Models, but the used capabilities are very different, resulting in different measurement outcomes. This research aims to find a substantiated and validated set of Data Governance capabilities for Data Governance Maturity Models design. We apply the Maturity Model design procedure model of Becker et al. for methodology, which we complement with the Generic Capability Reference model to validate the capabilities. As results, we find a proper set of Data Governance capabilities for designing a Data Governance Maturity Models. Furthermore, we validate the set of DG capabilities against the GCR model, of which we conclude that the Generic Capability Reference model is valid as a reference model for the (re)design of Maturity Models.

KW - Capabilities

KW - Data Governance

KW - Maturity Model

KW - Metaplan

KW - Reference Model

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DO - 10.5220/0010651300003064

M3 - Conference Article in proceeding

SN - 9789897585333

VL - 3

SP - 102

EP - 109

BT - Proceedings of the 13th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management

A2 - Bernardino, Jorge

A2 - Masciari, Elio

A2 - Rolland, Colette

A2 - Filipe, Joaquim

PB - SCITEPRESS-Science and Technology Publications, Lda.

Y2 - 25 October 2021 through 27 October 2021

ER -

Merkus J , Helms RW , Kusters RJ. Data Governance Capabilities: Maturity Model Design with Generic Capabilities Reference Model. In Bernardino J, Masciari E, Rolland C, Filipe J, editors, Proceedings of the 13th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management. Vol. 3. SCITEPRESS-Science and Technology Publications, Lda. 2021. p. 102-109 doi: 10.5220/0010651300003064

Data Governance Capabilities: Maturity Model Design with Generic Capabilities Reference Model

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