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Sigma metrics in laboratory medicine revisited: We are on the right road with the wrong map

Reliable procedures are needed to quantify the performance of instruments and methods in order to increase the quality in clinical laboratories. The Sigma metrics serves that purpose, and in the present study, the current methods for the calculation of the Sigma metrics are critically evaluated. Alt...

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Autores principales: Oosterhuis, Wytze P., Coskun, Abdurrahman
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Croatian Society of Medical Biochemistry and Laboratory Medicine 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6039171/
https://www.ncbi.nlm.nih.gov/pubmed/30022880
http://dx.doi.org/10.11613/BM.2018.020503
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author Oosterhuis, Wytze P.
Coskun, Abdurrahman
author_facet Oosterhuis, Wytze P.
Coskun, Abdurrahman
author_sort Oosterhuis, Wytze P.
collection PubMed
description Reliable procedures are needed to quantify the performance of instruments and methods in order to increase the quality in clinical laboratories. The Sigma metrics serves that purpose, and in the present study, the current methods for the calculation of the Sigma metrics are critically evaluated. Although the conventional model based on permissible (or allowable) total error is widely used, it has been shown to be flawed. An alternative method is proposed based on the within-subject biological variation. This model is conceptually similar to the model used in industry to quantify measurement performance, based on the concept of the number of distinct categories and consistent with the Six Sigma methodology. The quality of data produced in clinical laboratories is expected, however, to be higher than the quality of industrial products. It is concluded that this model is consistent with Six Sigma theory, original Sigma metrics equation and with the nature of patients’ samples. Therefore, it can be used easily to calculate the performance of measurement methods and instruments used in clinical laboratories.
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spelling pubmed-60391712018-07-18 Sigma metrics in laboratory medicine revisited: We are on the right road with the wrong map Oosterhuis, Wytze P. Coskun, Abdurrahman Biochem Med (Zagreb) Review Reliable procedures are needed to quantify the performance of instruments and methods in order to increase the quality in clinical laboratories. The Sigma metrics serves that purpose, and in the present study, the current methods for the calculation of the Sigma metrics are critically evaluated. Although the conventional model based on permissible (or allowable) total error is widely used, it has been shown to be flawed. An alternative method is proposed based on the within-subject biological variation. This model is conceptually similar to the model used in industry to quantify measurement performance, based on the concept of the number of distinct categories and consistent with the Six Sigma methodology. The quality of data produced in clinical laboratories is expected, however, to be higher than the quality of industrial products. It is concluded that this model is consistent with Six Sigma theory, original Sigma metrics equation and with the nature of patients’ samples. Therefore, it can be used easily to calculate the performance of measurement methods and instruments used in clinical laboratories. Croatian Society of Medical Biochemistry and Laboratory Medicine 2018-06-15 2018-06-15 /pmc/articles/PMC6039171/ /pubmed/30022880 http://dx.doi.org/10.11613/BM.2018.020503 Text en ©Croatian Society of Medical Biochemistry and Laboratory Medicine. This is an Open Access article distributed under the terms of the Creative Commons Attribution (http://creativecommons.org/licenses/by/4.0/) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Review
Oosterhuis, Wytze P.
Coskun, Abdurrahman
Sigma metrics in laboratory medicine revisited: We are on the right road with the wrong map
title Sigma metrics in laboratory medicine revisited: We are on the right road with the wrong map
title_full Sigma metrics in laboratory medicine revisited: We are on the right road with the wrong map
title_fullStr Sigma metrics in laboratory medicine revisited: We are on the right road with the wrong map
title_full_unstemmed Sigma metrics in laboratory medicine revisited: We are on the right road with the wrong map
title_short Sigma metrics in laboratory medicine revisited: We are on the right road with the wrong map
title_sort sigma metrics in laboratory medicine revisited: we are on the right road with the wrong map
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6039171/
https://www.ncbi.nlm.nih.gov/pubmed/30022880
http://dx.doi.org/10.11613/BM.2018.020503
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