Enhancement of a Data Management System using Design for Lean Six Sigma - IFIP Open Digital Library
Conference Papers Year : 2023

Enhancement of a Data Management System using Design for Lean Six Sigma

Roisin Eaton
  • Function : Author
  • PersonId : 1426088
John Noonan
  • Function : Author
  • PersonId : 1426089
Olivia Mcdermott
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  • PersonId : 1426066

Abstract

The purpose of this study is to outline a transformation model that can help commercial enterprises to design, develop and launch a transformation programme of change for their data management system applying Design for Lean Six Sigma - Define-Measure-Analyse-Design-Verify methodology. Design for Lean Six Sigma methodology was chosen to develop/implement a five-year roadmap to enhance a data management system to effectively predict and react to customers’ needs and competitors’ actions and survive in a constantly changing financial services industry. Companies seek to enhance their level of data quality to comply with regulatory requirements, reduce uncertainty and improve the quality of decision-making with more accurate and timely data available. The model used conveys how the organisation will implement and sustain a standardised data management system to reduce the Cost of Poor-Quality data by 27.33%, decrease the electronic data retention cycle time to a maximum of 7 years, previously stored long-term, and achieve/sustain a 90% deletion target for emails older than seven years. Data deemed nonvalue added does not contribute to satisfying customer requirements, therefore Design for Six Sigma methodology was used as a vehicle to systematically identify, manage and delete same. This study is one of the first studies on Design for Lean Six Sigma application in a financial data management system.
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Avant la publication
Thursday, January 1, 2026
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Thursday, January 1, 2026
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Dates and versions

hal-04735682 , version 1 (15-10-2024)

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Roisin Eaton, John Noonan, Olivia Mcdermott. Enhancement of a Data Management System using Design for Lean Six Sigma. 8th European Lean Educator Conference (ELEC), Nov 2022, Galway, Ireland. pp.297-306, ⟨10.1007/978-3-031-25741-4_25⟩. ⟨hal-04735682⟩
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