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Measurement uncertainty (MU) in
baseline study
ISO/TS 19036
Commission Decision concerning
a financial contribution from the
Community towards a survey on
the prevalence and antimicrobial
resistance of Campylobacter spp.
In broiler flocks and on the
prevalence of Campylobacter spp.
and Salmonella spp. In broiler
carcasses to be carried out in the
Member States
2007/516/EC
Microbiology of food and animal
feeding stuffs – Guidelines for the
estimation of measurement
uncertainty for quantitative
determinations
ESTIMATION OF STANDARD DEVIATION OF
REPRODUCIBILITY (SR)
1) Intralaboratory
2) Interlaboratory study
3) Interlaboratory proficiency trial
Possibilities
GLOBAL APPROACH FOR THE ESTIMATION OF MU
Equipment, culture
media, reagents
Sub-sampling/primary
dilution
Bias
Operator/timeResidual
random errors
Matrix
Laboratory
sample
Sampling
Result
GLOBAL APPROACH FOR THE ESTIMATION OF MU
Equipment, culture
media, reagents
Sub-sampling/primary
dilution
Operator/timeResidual
random errorsMatrix
Laboratory
sampleResult
INTRALABORATORY SR
But
different time period
different technicians
different batches, reagents,
incubators,
as routine procedure
Derived from analyses performed at one laboratory
TYPE OF SAMPLES
1) Naturally contaminatedmore realistic estimation
2) Artificially contaminatedshould be tightly controlled
mimic real contamination
stressed organisms
competitive flora
Possibilities
BASELINE STUDY
According to ISO/TS 19036:2006
12 samples
May-September
examined in duplicate
parallel dilutions from the 10 ml initial suspension
In principle
CALCULATIONS
1) Data log transformed
2) Reproducibility standard deviation
sR
3) Expanded uncertainty (U)
U = k * uc (y)
uc combined standard uncertainty
k coverage factor (approx. 2)
EXAMPLE
A1 A1 A2 A2 Result B1 B1 B2 B2 Result Log A Log B
2 684 50 563 67 6200 522 29 452 66 4859 3,792392 3,686547
3 3 0 2 0 25 0 0 1 0 10 1,39794 1
4 3 1 2 0 30 2 2 6 0 48 1,477121 1,681241
7 97 10 115 10 1055 101 12 124 16 1664 3,023252 3,221153
8 229 38 408 45 3273 471 6 368 48 4059 3,514946 3,608419
14 89 0 46 2 650 100 4 175 10 1314 2,812913 3,118595
15 373 23 408 72 3980 292 69 426 51 3809 3,599883 3,580811
16 77 6 61 3 668 68 2 70 5 659 2,824776 2,818885
18 92 13 92 13 950 94 9 99 10 1414 2,977724 3,150449
19 530 69 506 69 5336 548 73 471 64 5255 3,727216 3,720573
20 617 92 887 94 7680 887 88 821 54 8409 3,885361 3,924744
21 7 2 15 4 127 9 1 22 1 150 2,103804 2,176091
SR (n=12) 0,016234
SQ (SR) 0,127414
U (SR*2) 0,254827
Operator A Operator B
MU ESTIMATIONS IN THE BASELINE STUDY
Type of samples
naturally contaminated 11 NRLs
naturally contaminated & spiked 3 NRLs
spiked 1 NRL
No. labs
1 12 NRLs
2 or more 4 NRLs
Starting month
May 5 NRLs
June 5 NRLs
July 1 NRL
Expanded uncertainty
0,11-0,26