How organizations can harness continuous improvement practices to develop their data analytic capability: a conceptual paper.

A Kokkinou

doi:10.1007/978-3-031-63265-5

How organizations can harness continuous improvement practices to develop their data analytic capability: a conceptual paper.

A Kokkinou

Academy for Built Environment & Logistics

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

Abstract

In pursuit of competitive advantage in an increasingly globalized and complex environment, organizations are turning to continuous improvement and digitalization to achieve operational excellence. Viewed through the lens of Dynamic Capabilities Theory, the similarities complementarities, and synergies of continuous improvement capability and data analytic capability are examined. Bridging the gap between theory and practice, continuous improvement routines and practices that can be harnessed to accelerate the implementation of data analytical capability are identified. These include Hoshin Kanri to link digitalization projects to organizational strategic, training to develop organizational knowledge of digitalization, problem solving teams to break knowledge silos, and the use of PDCA-type processes for adopting and monitoring the performance of digital technologies.

Original language	English
Title of host publication	Challenging the Future with Lean - 9th IFIP WG 5.7 European Lean Educator Conference, ELEC 2023, Proceedings
Editors	Ton van Kollenburg, Alinda Kokkinou, Olivia McDermott
Place of Publication	Cham
Publisher	Springer
Pages	52-69
Number of pages	18
ISBN (Electronic)	9783031632655
ISBN (Print)	9783031632648, 9783031632679
DOIs	https://doi.org/10.1007/978-3-031-63265-5
Publication status	Published - 2024
Event	European Lean Educator Conference: Challenging the Future with Lean. - AVANS University of Applied Sciences, Den Bosch, Netherlands Duration: 24 Oct 2023 → 26 Oct 2023 https://elec2023.avans-evenementen.nl/

Publication series

Name	IFIP Advances in Information and Communication Technology
Volume	681
ISSN (Print)	1868-4238
ISSN (Electronic)	1868-422X

Conference

Conference	European Lean Educator Conference: Challenging the Future with Lean.
Country/Territory	Netherlands
City	Den Bosch
Period	24/10/23 → 26/10/23
Internet address	https://elec2023.avans-evenementen.nl/

Keywords

Continuous improvement
Data analytic capability
Digitalization
Hoshin Kanri
Lean
Organizational change

Access to Document

10.1007/978-3-031-63265-5

https://link-springer-com.buas.idm.oclc.org/chapter/10.1007/978-3-031-63265-5_5

A roadmap for developing data analytic capability for digital transformation.
Kokkinou, A. (PI), Mandemakers, A. (CoI) & Hopstaken, E. (CoI)
Regieorgaan SIA KIEM (RAAK)
1/09/23 → 31/08/24
Project: Research

Cite this

Kokkinou, A. (2024). How organizations can harness continuous improvement practices to develop their data analytic capability: a conceptual paper. In T. van Kollenburg, A. Kokkinou, & O. McDermott (Eds.), Challenging the Future with Lean - 9th IFIP WG 5.7 European Lean Educator Conference, ELEC 2023, Proceedings (pp. 52-69). (IFIP Advances in Information and Communication Technology; Vol. 681). Springer. https://doi.org/10.1007/978-3-031-63265-5

Kokkinou, A. / How organizations can harness continuous improvement practices to develop their data analytic capability: a conceptual paper. Challenging the Future with Lean - 9th IFIP WG 5.7 European Lean Educator Conference, ELEC 2023, Proceedings. editor / Ton van Kollenburg ; Alinda Kokkinou ; Olivia McDermott. Cham : Springer, 2024. pp. 52-69 (IFIP Advances in Information and Communication Technology).

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abstract = "In pursuit of competitive advantage in an increasingly globalized and complex environment, organizations are turning to continuous improvement and digitalization to achieve operational excellence. Viewed through the lens of Dynamic Capabilities Theory, the similarities complementarities, and synergies of continuous improvement capability and data analytic capability are examined. Bridging the gap between theory and practice, continuous improvement routines and practices that can be harnessed to accelerate the implementation of data analytical capability are identified. These include Hoshin Kanri to link digitalization projects to organizational strategic, training to develop organizational knowledge of digitalization, problem solving teams to break knowledge silos, and the use of PDCA-type processes for adopting and monitoring the performance of digital technologies.",

keywords = "Continuous improvement, Data analytic capability, Digitalization, Hoshin Kanri, Lean, Organizational change",

author = "A Kokkinou",

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doi = "10.1007/978-3-031-63265-5",

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Kokkinou, A 2024, How organizations can harness continuous improvement practices to develop their data analytic capability: a conceptual paper. in T van Kollenburg, A Kokkinou & O McDermott (eds), Challenging the Future with Lean - 9th IFIP WG 5.7 European Lean Educator Conference, ELEC 2023, Proceedings. IFIP Advances in Information and Communication Technology, vol. 681, Springer, Cham, pp. 52-69, European Lean Educator Conference: Challenging the Future with Lean., Den Bosch, Netherlands, 24/10/23. https://doi.org/10.1007/978-3-031-63265-5

How organizations can harness continuous improvement practices to develop their data analytic capability: a conceptual paper. / Kokkinou, A.
Challenging the Future with Lean - 9th IFIP WG 5.7 European Lean Educator Conference, ELEC 2023, Proceedings. ed. / Ton van Kollenburg; Alinda Kokkinou; Olivia McDermott. Cham: Springer, 2024. p. 52-69 (IFIP Advances in Information and Communication Technology; Vol. 681).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

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N1 - Publisher Copyright: © IFIP International Federation for Information Processing 2024.

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AB - In pursuit of competitive advantage in an increasingly globalized and complex environment, organizations are turning to continuous improvement and digitalization to achieve operational excellence. Viewed through the lens of Dynamic Capabilities Theory, the similarities complementarities, and synergies of continuous improvement capability and data analytic capability are examined. Bridging the gap between theory and practice, continuous improvement routines and practices that can be harnessed to accelerate the implementation of data analytical capability are identified. These include Hoshin Kanri to link digitalization projects to organizational strategic, training to develop organizational knowledge of digitalization, problem solving teams to break knowledge silos, and the use of PDCA-type processes for adopting and monitoring the performance of digital technologies.

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KW - Lean

KW - Organizational change

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PB - Springer

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T2 - European Lean Educator Conference: Challenging the Future with Lean.

Y2 - 24 October 2023 through 26 October 2023

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Kokkinou A. How organizations can harness continuous improvement practices to develop their data analytic capability: a conceptual paper. In van Kollenburg T, Kokkinou A, McDermott O, editors, Challenging the Future with Lean - 9th IFIP WG 5.7 European Lean Educator Conference, ELEC 2023, Proceedings. Cham: Springer. 2024. p. 52-69. (IFIP Advances in Information and Communication Technology). doi: 10.1007/978-3-031-63265-5

How organizations can harness continuous improvement practices to develop their data analytic capability: a conceptual paper.

Abstract

Publication series

Conference

Keywords

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A roadmap for developing data analytic capability for digital transformation.

Cite this