Comparison of different statistical approaches used to evaluate the performance of participants in a proficiency testing program
PDF

Keywords

proficiency testing program
inter-laboratory comparison programs
z-score
statistical techniques

How to Cite

1.
Oliveira CC de, Tiglea P, Olivieri JC, Carvalho M de FH, Buzzo ML, Sakuma AM, Duran MC, Caruso MSF, Granato D. Comparison of different statistical approaches used to evaluate the performance of participants in a proficiency testing program. Rev Inst Adolfo Lutz [Internet]. 2015 Oct. 1 [cited 2024 Nov. 23];73(1):26-31. Available from: https://periodicos.saude.sp.gov.br/RIAL/article/view/33357

Abstract

Five statistical approaches were applied for assessing the performance of participants in 19 rounds (2007-2011) of the Proficiency Testing Program for lead in blood determination (PEP-Pbs), conducted by Instituto Adolfo Lutz. The performance evaluation was provided by using the z-score. The following statistical approaches were tested: 1 – mean and standard deviation, after rejecting outliers; 2 – median and normalized inter-quartile range; 3 – robust mean and robust standard deviation; 4 – robust mean and standard deviation for proficiency assessment of 3 μg/100 mL (for concentrations up to 40 μg/100 mL and a standard deviation for proficiency assessment of 7.5 % of the assigned value (for concentrations above 40 μg/100 mL); 5 – robust mean and standard deviation for proficiency assessment of 2 μg/100 mL (for concentration up to 40 μg/100 mL) or 5 % of the assigned value (for concentrations above 40 μg/100 mL). The approach 4 showed to be the most adequate statistical methodology to assess the performance of participating laboratories in the PEP-Pbs.
https://doi.org/10.18241/0073-98552014731586
PDF

References

1. Svegl F, Strupi JS, Svegl IG. Proficiency testing of chloride content in different types of Portland cement. Accred Qual Assur.2006;11:414-21.

2. Senyuva HZ, Gilbert J. Assessment of the performance of pesticide-testing laboratories world-wide through proficiency testing. Trends Anal Chem.2006;25:554-62.

3. ISO/IEC 17025. General requirements for the competence of testing and calibration laboratories. 2005.

4. ISO 15189 - Medical laboratories - Requirements for quality and competence. 2012.

5. ISO/IEC 17043. Conformity assessment - General requirements for proficiency testing.2010.

6. Department of Health and Human Services (United States). Preventing lead poisoning in young children 2005. [access 2012 Jul]. Available in [http://www.cdc.gov/nceh/lead/publications/PrevLeadPoisoning.pdf ].

7. Maio FD, Zenebon O, Tiglea P, Okura RIS, Sakuma AM. Evaluation of statistical criteria applicable to interlaboratory comparisons for lead in blood. Rev Inst Adolfo Lutz.2006;65:89-93.

8. Instituto Nacional de Seguridad e Higiene em el Trabajo (Espanha). Programa interlaboratorios de control de calidad (PICC) – plomo en sangre. [access 2012 Jul]. Available in [http://www.insht.es/portal/site/Insht].

9. Yang JS, Lee MY, Park IJ, Moon YH, Kang SK. Korean analytical quality assurance (KAQUA) program for biological monitoring. Int Arch Occup Environ Health.1997;69:361-6.

10. Occupational Safety & Health Administration (United States). [access 2012 Jul]. Available in [http://www.osha.gov/SLTC/bloodlead/protocol.html].

11. Kisets D. Performance indication improvement for a proficiency testing. Accred Qual Assur.2006;10:461-5.

12. Wong SK. A comparison of performance statistics for proficiency testing programmes. Accred Qual Assur. 2007;12:59-66.

13. ISO 13528. Statistical methods for use in proficiency testing by interlaboratory comparisons. 2005.

14. ISO 5725-2. Accuracy (trueness and precision) of measurement methods and results. Part 2 - Basic method for the determination of repeatability and reproducibility of a standard measurement method. 1994.

15. Chui QSH, Barros CB, Silva TD. Parâmetros r e R obtidos de programa interlaboratorial - Como usá-lo. Quím. Nova.2009;32:2209-13.

16. National Association of Testing Authorities (Australia). Guide to NATA Proficiency Testing. [access 2012 Jul].Available in [http://www.dicocare.org/Bibliografia/B_4_Summary_Statistics_NATA_PT_2004_Feb.pdf].

17. ISO 5725-5. Accuracy (trueness and precision) of measurement methods and results. Part 5 - Alternative methods for the determination of the precision of a standard measurement method. 1994.

18. Bio-Rad Laboratories, Inc. (United States). [access 2012 Jul]. Available in[http://www.qcnet.com/Portals/0/PDFs/CLIALimits%283-3-04%29.pdf].

19. Thompson M, Ellison SLR, Wood R. The International Harmonized Protocol for the Proficiency Testing of Analytical Chemistry Laboratories (IUPAC Technical Report).Pure Appl Chem.2006;78:145-96.

20. Royal Society of Chemistry (United Kingdom). Analytical Methods Committee No.6 Robust statistics: a method of coping with outliers. 2001.

21. Willink R. What is robustness in data analysis? Metrologia.2008;45:442-7.

22. Elftheriou P, Papastefanou H. Measuring performance in analytical measurements. Accred Qual Assur.2009;14:67-71.

23. Rosario P, Martínez JL, Silván JM. Comparison of different statistical methods for evaluation of proficiency test data. Accred Qual Assur.2008;13:493-9.

24. Ellison SLR., Barwick VJ, Farrant TJD. Practical statistics for the analytical scientist – A Bench Guide.2th ed. Cambridge (UK):RSC Publishing;2009.

25. Srnková J, Zbíral J. Comparison of different approaches to the statistical evaluation of proficiency tests. Accred Qual Assur.2009;14:467-71.

Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 International License.

Copyright (c) 2015 Instituto Adolfo Lutz Journal

Downloads

Download data is not yet available.