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Removing the 'Uncertainty' from
Measurement Uncertainty
Thursday, 28 August 2008

Dr Robert Symons
National Measurement Institute
Presentation Overview

 Definitions
 Chemical and Biological Metrology Branch
    Chemical Reference Materials
    Chemical Proficiency Testing
    Bioanalysis
    Chemical Reference Methods
 Case Study
    Aflatoxins in Food Products
    Drugs in Sport
                                            2
Definitions – ISO/IEC Guide 99:2007
International Vocabulary of Metrology (VIM)
   Metrology
    –   Science of measurement and its application
   Measurement
    – Process of experimentally obtaining one or more quantity values
      that can reasonably be attributed to a quantity
   Measurement result
    – Set of quantity values being attributed to a measurand together
      with any other available relevant information
   Measurand
    –   quantity intended to be measured


                                                                        3
Definitions – ISO/IEC Guide 99:2007
International Vocabulary of Metrology (VIM)
   Measurement Uncertainty (u)
    – Non-negative parameter characterising the dispersion of the quantity
      values being attributed to a measurand, based on the information used.
   Expanded Measurement Uncertainty (U)
    – Product of a combined standard measurement uncertainty and a factor
      larger than one.
   Coverage Factor
    – Number larger than one by which a combined standard measurement
      uncertainty is multiplied to obtain an expanded measurement uncertainty.
    – NOTE: A coverage factor is usually symbolised k and nominally k = 2
      representing the 95% confidence interval.
    – U = u x2
                                                                            4
What is Measurement
Uncertainty?
Associated with the Result
  It is the number after the ± !
  3.2 ± 0.1 mg kg-1



                                   5
Cl
                                                                                         H
                                                              Cl          O              N
What is the NMI doing?                                                    Cl             N
                                                                                                 O
                                                                                         H
                                                                   Ketotriclabendazole
Measurement Uncertainty
  Chemical Reference Materials Team
   – pure chemical substances certified in accordance with
     metrological principles using established, international best
     practice protocols ISO Guide 34:2000;
   – pure chemical certified reference materials (CRMs) are used to
     calibrate the measurement process and they all have common
     characteristics:
        – assigned values are accompanied by an uncertainty
          statement;
        – information is given on the methods used to assign values;
        – the intended use of the CRM is described;
        – the reported values of CRMs are, by definition, traceable to
          SI.
   – illicit drugs, sports drugs and agrichemicals.                                          6
7
What is the NMI doing?
Measurement Uncertainty
   Chemical Proficiency Testing Team
    –   The principal aims of our program:
          – to provide testing laboratories with a tool to improve the accuracy and traceability
            of their chemical measurements;
          – to provide Australian laboratories and NATA with information on the current 'state
            of the practice' in each area of analysis;
          – to evaluate laboratory capability and encourage improvements in laboratory
            methods and performance from 'state of the practice' to 'fit for purpose‘;
          – to enable participating laboratories to assess their performance relative to
            domestic and international peer laboratories and hence to improve the
            comparability of results between laboratories and between countries;
          – to develop and promote a 'fit for purpose' and affordable metrological approach
            to proficiency testing;
          – to provide practical advice and support to laboratories regarding traceability of
            chemical measurements and estimation of measurement uncertainties.
    –   Food, environmental and illicit drugs.
                                                                                                   8
What is the NMI doing?
Measurement Uncertainty
  Bioanalysis Team
   – Accuracy and precision in quantitative real-time PCR analysis
   – Criteria for method validation and development of uncertainty
     budgets are essential components of any analytical
     procedure to ensure fitness-for-purpose
   – Through the CCQM Working Group on Bioanalysis, NMI is
     participating in pilot studies aimed at identifying factors that
     contribute to the uncertainty associated with PCR
     measurements and developing approaches for improving
     measurement accuracy and precision
   – New research with digital PCR that may lead to primary
     methods development

                                                                        9
What is the NMI doing?
Measurement Uncertainty
   Chemical Reference Methods Team
    – Primary method development;
    – High accuracy methods for both inorganic and organic analyses;
    – Traceable to The International System of Units (SI);
    – Methods based upon Isotope Dilution Mass Spectrometry;
    – Produce matrix certified reference materials (CRMs) e.g., pesticides in
      tomato puree and nitrofurans in prawns;
    – Provide reference values for NMI’s proficiency testing programs;
    – Determine the best estimate for the uncertainty of results;
    – Responsible for demonstrating Australia’s capabilities in CCQM
      international intercomparisons.


                                                                                10
Consultative Committee for the Amount of
Substance – Metrology in Chemistry
                                                  CCQM-K24 Cd in Rice
                               15.4
                               15.2
     Amount content (nmol/g)




                               15.0
                               14.8
                               14.6
                               14.4                                                                  U = ± 1.7%
                               14.2
                               14.0
                               13.8
                               13.6



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                                                           Laboratory
Consultative Committee for the Amount of
Substance – Metrology in Chemistry
                                                 CCQM-K24 Cd in Rice
                              20.0
                              19.0
    Amount content (nmol/g)




                              18.0
                              17.0
                              16.0
                              15.0
                              14.0
                                                                                                    U = ± 15%
                              13.0
                              12.0
                              11.0
                              10.0



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                                                                                                            12
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                                                          Laboratory
2000 European Study: Lead in wine
                                                n = 129 laboratories

                                     40.6
  Concentration in microgram/Litre




                                     37.9                                  28 (22%) above
                                     35.2               50%                     50%
                                     32.5
                                     29.8
                                     27.1
                                     24.4
                                     21.7
                                     19.0
                                     16.3            11 (9%) below
                                                          - 50%
                                     13.6
                                            0   10      20    30     40   50   60    70     80   90


                                                                                                      13
Why do we need matrix Certified
Reference Materials?




                                  14
Aflatoxins in Milk Powder
                                               (without reference material)

                             1.4
Mass fraction of aflatoxin




                             1.2

                              1
         (ug/kg)




                             0.8

                             0.6

                             0.4

                             0.2

                              0
                                   0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25
                                                                Lab No.




                                                                                                         15
Aflatoxin levels in Milk Powder
                                                          (with reference material)
                             1.4

                             1.2
Mass fraction of aflatoxin




                              1
         (ug/kg)




                             0.8

                             0.6

                             0.4

                             0.2

                              0
                                   0   1   2   3   4   5   6   7   8   9 10 11 12 13 14 15 16   17 18 19 20 21 22 23 24 25

                                                                            Lab No.



                                                                                                                             16
17
http://ec.europa.eu/food/food/chemicalsafety/contaminants/comm_dec_2006_504guidance_en.pdf
II.19. Acceptance of a lot or sublot and
interpretation of results
  For groundnuts, nuts and dried figs intended for direct human
  consumption:
     – acceptance if none of the laboratory samples exceeds the
       maximum limit, taking into account the measurement
       uncertainty and the correction for recovery;
     – rejection if one or more of the laboratory samples exceeds the
       maximum limit;
     – beyond reasonable doubt taking into account the
       measurement uncertainty and correction for recovery*,

* The measurement of uncertainty should be subtracted from the
  analytical result after correction for recovery. This result is the
  analytical result which should be used when judging compliance of a
  consignment with EU legislation.
                                                                        18
Interpretation of the measurement of uncertainty when
considering compliance with a statutory limit, where the circle is
                       the analytical result.




maximum
  limit




             (i)           ( ii )          ( iii )         ( iv )
          Result less     Result      Result below      Result plus
          uncertainty   above limit   limit but limit   uncertainty
          above limit    but limit        within        below limit
                          within        uncertainty
                        uncertainty

Action:    reject         accept        accept            accept
                                                                      19
20
The mean value of the results of three aliquots for the ‘A’ Sample
for Threshold Substances minus the value of measurement
uncertainty determined by the Laboratory must exceed the relevant
Threshold……………………Adverse Analytical Finding or Atypical
Finding decisions shall be based on the mean of the measured
concentrations, taking into account the measurement uncertainty
with the coverage factor, k, and a level of confidence of 95%.
Reports and documentation shall give the mean concentration with
the associated uncertainty.




                                                                 21
Interpretation of an adverse analytical finding
 taking into account measurement of uncertainty
         by the World Anti-Doping Agency


maximum
  limit




             (i)           ( ii )          ( iii )         ( iv )
          Result less     Result      Result below      Result plus
          uncertainty   above limit   limit but limit   uncertainty
          above limit    but limit        within        below limit
                          within        uncertainty
                        uncertainty



Action:    reject         accept        accept            accept      22
RESPONSIBILITIES

    OF THE LABORATORY
     • to supply results that are fit-for-purpose
     • to supply expanded measurement uncertainty values associated
       with the result when requested by the client
     • not to interpret or comment on results
     • not to comment on sampling

    OF THE REGULATOR
     • to make the decision whether the result is compliant or not
     • to decide if sampling is representative of the lot




                                                                      23
Analytical
                                                                       Report
               MEASUREMENT
             UNCERTAINTY MODEL
                          QC -
                    Reproducibility
                    within laboratory
                            Rw




                                                                      3.2 ± 0.1

                    Method and Laboratory Bias      Reproducibility
                    •Certified reference material      between
Sample arrives at   •Interlaboratory comparison     laboratories SR
 the laboratory     •Method validation




                      LABORATORY                                                   CUSTOMER
                                                                                        24
What is the NMI doing?
Measurement Uncertainty
  Training Team
   –   an overview of ISO's Guide to the Expression of Uncertainty in Measurement
   –   modeling a measurement
   –   identifying uncertainty components
   –   basic statistical concepts
   –   uncertainty calculations
   –   practical exercises
   –   useful spreadsheet functions
   –   application in the workplace
   –   sensitivity coefficients
   –   sample calculations




                                                                                    25
Conclusions

 NMI can provide pure substance reference materials
 NMI can provide matrix certified reference materials
 NMI can provide proficiency testing programs
 NMI can provide training




                                                        26
National Measurement Institute
1 Suakin Street
Pymble NSW 2073
Australia

Phone: + 61 2 9449 0111

Email: info@measurement.gov.au

                                 27

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Measure uncertainty

  • 1. Removing the 'Uncertainty' from Measurement Uncertainty Thursday, 28 August 2008 Dr Robert Symons National Measurement Institute
  • 2. Presentation Overview Definitions Chemical and Biological Metrology Branch Chemical Reference Materials Chemical Proficiency Testing Bioanalysis Chemical Reference Methods Case Study Aflatoxins in Food Products Drugs in Sport 2
  • 3. Definitions – ISO/IEC Guide 99:2007 International Vocabulary of Metrology (VIM) Metrology – Science of measurement and its application Measurement – Process of experimentally obtaining one or more quantity values that can reasonably be attributed to a quantity Measurement result – Set of quantity values being attributed to a measurand together with any other available relevant information Measurand – quantity intended to be measured 3
  • 4. Definitions – ISO/IEC Guide 99:2007 International Vocabulary of Metrology (VIM) Measurement Uncertainty (u) – Non-negative parameter characterising the dispersion of the quantity values being attributed to a measurand, based on the information used. Expanded Measurement Uncertainty (U) – Product of a combined standard measurement uncertainty and a factor larger than one. Coverage Factor – Number larger than one by which a combined standard measurement uncertainty is multiplied to obtain an expanded measurement uncertainty. – NOTE: A coverage factor is usually symbolised k and nominally k = 2 representing the 95% confidence interval. – U = u x2 4
  • 5. What is Measurement Uncertainty? Associated with the Result It is the number after the ± ! 3.2 ± 0.1 mg kg-1 5
  • 6. Cl H Cl O N What is the NMI doing? Cl N O H Ketotriclabendazole Measurement Uncertainty Chemical Reference Materials Team – pure chemical substances certified in accordance with metrological principles using established, international best practice protocols ISO Guide 34:2000; – pure chemical certified reference materials (CRMs) are used to calibrate the measurement process and they all have common characteristics: – assigned values are accompanied by an uncertainty statement; – information is given on the methods used to assign values; – the intended use of the CRM is described; – the reported values of CRMs are, by definition, traceable to SI. – illicit drugs, sports drugs and agrichemicals. 6
  • 7. 7
  • 8. What is the NMI doing? Measurement Uncertainty Chemical Proficiency Testing Team – The principal aims of our program: – to provide testing laboratories with a tool to improve the accuracy and traceability of their chemical measurements; – to provide Australian laboratories and NATA with information on the current 'state of the practice' in each area of analysis; – to evaluate laboratory capability and encourage improvements in laboratory methods and performance from 'state of the practice' to 'fit for purpose‘; – to enable participating laboratories to assess their performance relative to domestic and international peer laboratories and hence to improve the comparability of results between laboratories and between countries; – to develop and promote a 'fit for purpose' and affordable metrological approach to proficiency testing; – to provide practical advice and support to laboratories regarding traceability of chemical measurements and estimation of measurement uncertainties. – Food, environmental and illicit drugs. 8
  • 9. What is the NMI doing? Measurement Uncertainty Bioanalysis Team – Accuracy and precision in quantitative real-time PCR analysis – Criteria for method validation and development of uncertainty budgets are essential components of any analytical procedure to ensure fitness-for-purpose – Through the CCQM Working Group on Bioanalysis, NMI is participating in pilot studies aimed at identifying factors that contribute to the uncertainty associated with PCR measurements and developing approaches for improving measurement accuracy and precision – New research with digital PCR that may lead to primary methods development 9
  • 10. What is the NMI doing? Measurement Uncertainty Chemical Reference Methods Team – Primary method development; – High accuracy methods for both inorganic and organic analyses; – Traceable to The International System of Units (SI); – Methods based upon Isotope Dilution Mass Spectrometry; – Produce matrix certified reference materials (CRMs) e.g., pesticides in tomato puree and nitrofurans in prawns; – Provide reference values for NMI’s proficiency testing programs; – Determine the best estimate for the uncertainty of results; – Responsible for demonstrating Australia’s capabilities in CCQM international intercomparisons. 10
  • 11. Consultative Committee for the Amount of Substance – Metrology in Chemistry CCQM-K24 Cd in Rice 15.4 15.2 Amount content (nmol/g) 15.0 14.8 14.6 14.4 U = ± 1.7% 14.2 14.0 13.8 13.6 St Ko U Ja Sw U Au N G EU PR C K S et an h er pa re st i tz he m C Af ad ra a n er hi an ric rl a li a a na la y a nd 11 nd s Laboratory
  • 12. Consultative Committee for the Amount of Substance – Metrology in Chemistry CCQM-K24 Cd in Rice 20.0 19.0 Amount content (nmol/g) 18.0 17.0 16.0 15.0 14.0 U = ± 15% 13.0 12.0 11.0 10.0 St Ko U Ja Sw U Au N G EU PR C K S et an h er pa re st i tz he m C Af ad ra a n er hi an ric rl a li a a na la y a nd 12 nd s Laboratory
  • 13. 2000 European Study: Lead in wine n = 129 laboratories 40.6 Concentration in microgram/Litre 37.9 28 (22%) above 35.2 50% 50% 32.5 29.8 27.1 24.4 21.7 19.0 16.3 11 (9%) below - 50% 13.6 0 10 20 30 40 50 60 70 80 90 13
  • 14. Why do we need matrix Certified Reference Materials? 14
  • 15. Aflatoxins in Milk Powder (without reference material) 1.4 Mass fraction of aflatoxin 1.2 1 (ug/kg) 0.8 0.6 0.4 0.2 0 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 Lab No. 15
  • 16. Aflatoxin levels in Milk Powder (with reference material) 1.4 1.2 Mass fraction of aflatoxin 1 (ug/kg) 0.8 0.6 0.4 0.2 0 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 Lab No. 16
  • 18. II.19. Acceptance of a lot or sublot and interpretation of results For groundnuts, nuts and dried figs intended for direct human consumption: – acceptance if none of the laboratory samples exceeds the maximum limit, taking into account the measurement uncertainty and the correction for recovery; – rejection if one or more of the laboratory samples exceeds the maximum limit; – beyond reasonable doubt taking into account the measurement uncertainty and correction for recovery*, * The measurement of uncertainty should be subtracted from the analytical result after correction for recovery. This result is the analytical result which should be used when judging compliance of a consignment with EU legislation. 18
  • 19. Interpretation of the measurement of uncertainty when considering compliance with a statutory limit, where the circle is the analytical result. maximum limit (i) ( ii ) ( iii ) ( iv ) Result less Result Result below Result plus uncertainty above limit limit but limit uncertainty above limit but limit within below limit within uncertainty uncertainty Action: reject accept accept accept 19
  • 20. 20
  • 21. The mean value of the results of three aliquots for the ‘A’ Sample for Threshold Substances minus the value of measurement uncertainty determined by the Laboratory must exceed the relevant Threshold……………………Adverse Analytical Finding or Atypical Finding decisions shall be based on the mean of the measured concentrations, taking into account the measurement uncertainty with the coverage factor, k, and a level of confidence of 95%. Reports and documentation shall give the mean concentration with the associated uncertainty. 21
  • 22. Interpretation of an adverse analytical finding taking into account measurement of uncertainty by the World Anti-Doping Agency maximum limit (i) ( ii ) ( iii ) ( iv ) Result less Result Result below Result plus uncertainty above limit limit but limit uncertainty above limit but limit within below limit within uncertainty uncertainty Action: reject accept accept accept 22
  • 23. RESPONSIBILITIES OF THE LABORATORY • to supply results that are fit-for-purpose • to supply expanded measurement uncertainty values associated with the result when requested by the client • not to interpret or comment on results • not to comment on sampling OF THE REGULATOR • to make the decision whether the result is compliant or not • to decide if sampling is representative of the lot 23
  • 24. Analytical Report MEASUREMENT UNCERTAINTY MODEL QC - Reproducibility within laboratory Rw 3.2 ± 0.1 Method and Laboratory Bias Reproducibility •Certified reference material between Sample arrives at •Interlaboratory comparison laboratories SR the laboratory •Method validation LABORATORY CUSTOMER 24
  • 25. What is the NMI doing? Measurement Uncertainty Training Team – an overview of ISO's Guide to the Expression of Uncertainty in Measurement – modeling a measurement – identifying uncertainty components – basic statistical concepts – uncertainty calculations – practical exercises – useful spreadsheet functions – application in the workplace – sensitivity coefficients – sample calculations 25
  • 26. Conclusions NMI can provide pure substance reference materials NMI can provide matrix certified reference materials NMI can provide proficiency testing programs NMI can provide training 26
  • 27. National Measurement Institute 1 Suakin Street Pymble NSW 2073 Australia Phone: + 61 2 9449 0111 Email: info@measurement.gov.au 27