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Employees' preference analysis on lean six sigma program coaching attributes using a conjoint analysis approach

The purpose of this study was to determine the preference of employees for Lean Six Sigma project coaching attributes. Conjoint analysis with an orthogonal design was utilized and six attributes were considered: coaching style, frequency of coaching sessions, duration of coaching sessions, the turn-...

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Autores principales: Guevarra, Anna Luisa C., Prasetyo, Yogi Tri, Ong, Ardvin Kester S., Mariñas, Klint Allen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10359860/
https://www.ncbi.nlm.nih.gov/pubmed/37483734
http://dx.doi.org/10.1016/j.heliyon.2023.e17846
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author Guevarra, Anna Luisa C.
Prasetyo, Yogi Tri
Ong, Ardvin Kester S.
Mariñas, Klint Allen
author_facet Guevarra, Anna Luisa C.
Prasetyo, Yogi Tri
Ong, Ardvin Kester S.
Mariñas, Klint Allen
author_sort Guevarra, Anna Luisa C.
collection PubMed
description The purpose of this study was to determine the preference of employees for Lean Six Sigma project coaching attributes. Conjoint analysis with an orthogonal design was utilized and six attributes were considered: coaching style, frequency of coaching sessions, duration of coaching sessions, the turn-around time of feedback, documentation review, and mock defense. In addition, 4 different projects were also evaluated: Quick Win project, Yellow Belt project, Green Belt project, and Black Belt project. The results showed that for Quick Win projects, employees consider conducting a mock defense as the highest preference, followed by having a documentation review, and a democratic coaching style. For Yellow Belt projects, employees considered conducting a mock defense as the highest preference, followed by having a documentation review, and a weekly coaching session. For Green Belt projects, employees consider having a documentation review as the highest preference, followed by a transactional coaching style, and conducting a mock defense. Lastly, for Black Belt projects, employees consider having a documentation review as the highest preference, followed by conducting a mock defense, and a 1-week turn-around time for feedback. The results of this study will help companies to implement and to sustain better employee-oriented LSS programs.
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spelling pubmed-103598602023-07-22 Employees' preference analysis on lean six sigma program coaching attributes using a conjoint analysis approach Guevarra, Anna Luisa C. Prasetyo, Yogi Tri Ong, Ardvin Kester S. Mariñas, Klint Allen Heliyon Research Article The purpose of this study was to determine the preference of employees for Lean Six Sigma project coaching attributes. Conjoint analysis with an orthogonal design was utilized and six attributes were considered: coaching style, frequency of coaching sessions, duration of coaching sessions, the turn-around time of feedback, documentation review, and mock defense. In addition, 4 different projects were also evaluated: Quick Win project, Yellow Belt project, Green Belt project, and Black Belt project. The results showed that for Quick Win projects, employees consider conducting a mock defense as the highest preference, followed by having a documentation review, and a democratic coaching style. For Yellow Belt projects, employees considered conducting a mock defense as the highest preference, followed by having a documentation review, and a weekly coaching session. For Green Belt projects, employees consider having a documentation review as the highest preference, followed by a transactional coaching style, and conducting a mock defense. Lastly, for Black Belt projects, employees consider having a documentation review as the highest preference, followed by conducting a mock defense, and a 1-week turn-around time for feedback. The results of this study will help companies to implement and to sustain better employee-oriented LSS programs. Elsevier 2023-07-03 /pmc/articles/PMC10359860/ /pubmed/37483734 http://dx.doi.org/10.1016/j.heliyon.2023.e17846 Text en © 2023 The Authors. Published by Elsevier Ltd. https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Research Article
Guevarra, Anna Luisa C.
Prasetyo, Yogi Tri
Ong, Ardvin Kester S.
Mariñas, Klint Allen
Employees' preference analysis on lean six sigma program coaching attributes using a conjoint analysis approach
title Employees' preference analysis on lean six sigma program coaching attributes using a conjoint analysis approach
title_full Employees' preference analysis on lean six sigma program coaching attributes using a conjoint analysis approach
title_fullStr Employees' preference analysis on lean six sigma program coaching attributes using a conjoint analysis approach
title_full_unstemmed Employees' preference analysis on lean six sigma program coaching attributes using a conjoint analysis approach
title_short Employees' preference analysis on lean six sigma program coaching attributes using a conjoint analysis approach
title_sort employees' preference analysis on lean six sigma program coaching attributes using a conjoint analysis approach
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10359860/
https://www.ncbi.nlm.nih.gov/pubmed/37483734
http://dx.doi.org/10.1016/j.heliyon.2023.e17846
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