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Using data analytics to explore opportunities of Lean assessments
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Pietukhov, Rostyslav and Ahtamad, Mujthaba (2023) Using data analytics to explore opportunities of Lean assessments. In: 2022 IEEE 28th International Conference on Engineering, Technology and Innovation (ICE/ITMC) & 31st International Association For Management of Technology (IAMOT) Joint Conference, Nancy, France, 19-23 Jun 2022. Published in: 2022 IEEE 28th International Conference on Engineering, Technology and Innovation (ICE/ITMC) & 31st International Association For Management of Technology (IAMOT) Joint Conference pp. 1-4. ISBN 9781665488174. doi:10.1109/ICE/ITMC-IAMOT55089.2022.10033229
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Official URL: http://doi.org/10.1109/ICE/ITMC-IAMOT55089.2022.10...
Abstract
The suitability of statistical analysis of Lean maturity assessments to generate business value is reviewed. A case study is conducted on a large supply chain company. The relationship between the Lean maturity assessment scores and business performance is explored using Fisher's exact test. The effect size was also reviewed using Cramer's V. The insights of the analysis were shown to the company. They used the results to fund further investment in Lean in the business. The results demonstrated that Lean assessment data can be used for analytics to generate business value. The research provides a new perspective on the Lean qualitative measures and opportunities from statistical analysis.
Item Type: | Conference Item (Paper) | ||||||
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Divisions: | Faculty of Science, Engineering and Medicine > Engineering > WMG (Formerly the Warwick Manufacturing Group) | ||||||
Journal or Publication Title: | 2022 IEEE 28th International Conference on Engineering, Technology and Innovation (ICE/ITMC) & 31st International Association For Management of Technology (IAMOT) Joint Conference | ||||||
Publisher: | IEEE Computer Society | ||||||
ISBN: | 9781665488174 | ||||||
Book Title: | 2022 IEEE 28th International Conference on Engineering, Technology and Innovation (ICE/ITMC) & 31st International Association For Management of Technology (IAMOT) Joint Conference | ||||||
Official Date: | 10 February 2023 | ||||||
Dates: |
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Page Range: | pp. 1-4 | ||||||
DOI: | 10.1109/ICE/ITMC-IAMOT55089.2022.10033229 | ||||||
Status: | Peer Reviewed | ||||||
Publication Status: | Published | ||||||
Re-use Statement: | © 2022 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. | ||||||
Access rights to Published version: | Open Access (Creative Commons) | ||||||
Date of first compliant deposit: | 3 April 2023 | ||||||
Date of first compliant Open Access: | 3 April 2023 | ||||||
Conference Paper Type: | Paper | ||||||
Title of Event: | 2022 IEEE 28th International Conference on Engineering, Technology and Innovation (ICE/ITMC) & 31st International Association For Management of Technology (IAMOT) Joint Conference | ||||||
Type of Event: | Conference | ||||||
Location of Event: | Nancy, France | ||||||
Date(s) of Event: | 19-23 Jun 2022 |
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