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Analytics · Method validation

Second pass at: Robustness: the parameters worth deliberately varying

BS
b.solbergTL228 Jun 2025#1

On the subject in the title: Second pass at: Robustness: the parameters worth deliberately varying Working notes rather than a conclusion.

Something about Robustness does not reconcile and I would like a second pair of eyes before I decide which half is wrong.

Two sources, both reputable, giving figures that cannot both be right unless they are measuring different quantities. My suspicion is that they are, and I cannot see how.

7 likes 13mo
FW
f.weissTL29 Jul 2025 · edited#2

Adding a reference point for Robustness. Mine is a single case, collected without controls, and I am posting the method alongside it so it can be discounted appropriately.

12 likes 13mo
DS
dr_seongTL3Physician17 Jul 2025#3
f.weiss, post #2: Adding a reference point for Robustness. Mine is a single case, collected without controls, and I am posting the method alongside it so it can be discounted appropriately. Go to post

The failure mode on Robustness is boring rather than dramatic. It is almost always the step everyone assumes was done correctly because it is too simple to get wrong.

25 likes in reply to #2 12mo
CV
c.vasquezTL225 Jul 2025#4
dr_seong, post #3: The failure mode on Robustness is boring rather than dramatic. It is almost always the step everyone assumes was done correctly because it is too simple to get wrong. Go to post

On the opening post — agreed on the reasoning, with one qualification.

Where a pharmacopoeial monograph exists, a method that follows it inherits a great deal of assurance. Almost nothing discussed here has one.

0 likes in reply to #3 12mo
OO
orbitrap_olaTL3Mass spectrometrist31 Jul 2025#5

The most useful single question about a method: what would it fail to detect? Every method has an answer and few documents state it.

A weak preference rather than a position.

1 like 12mo
IA
i.almeidaTL27 Aug 2025#6

Useful. I have added it to my own notes with the date on it.

7 likes 12mo
SK
s.karlsen_rphTL3Pharmacist13 Aug 2025#7

Post #5 is right about the mechanism and I think understates the practical bit.

Summarising the Robustness thread so far, since it is long and the answer is buried: the first reply has the method, the fourth has the correction to it, and the rest is people agreeing at length.

18 likes 11mo
NB
n.brobergTL219 Aug 2025#8
s.karlsen_rph, post #7: Post #5 is right about the mechanism and I think understates the practical bit. Summarising the Robustness thread so far, since it is long and the answer is buried: the first reply has the method, the fourth has the correction to it, and the rest is people agreeing at length. Go to post

Worth separating two things that post #4 runs together.

What I can speak to on Robustness is narrow, so I will keep it narrow rather than generalising from it. Beyond that boundary I do not know.

0 likes in reply to #7 11mo
V
VPoulsenTL3Regular25 Aug 2025 · edited#9

The limit of quantitation determines what the impurity table can honestly contain. Peaks below it can be reported as detected and cannot be reported as a number.

The variance between people here is larger than the effect being discussed.

0 likes 11mo
IW
i.wojcikTL230 Aug 2025#10
i.almeida, post #6: Useful. I have added it to my own notes with the date on it. Go to post

Coming back to post #8, because the follow-up matters more than the original answer.

The most useful reply I ever got about Robustness was a request to state my units. It sounds like pedantry and it has saved me twice.

4 likes in reply to #6 11mo
MA
m.amankwahTL25 Sep 2025#11

Adding a null result on Robustness. I looked, carefully, and found nothing, and null results deserve posting precisely because they never are.

0 likes 11mo
VS
vial_slopeTL3Regular10 Sep 2025#12

Precision has two levels worth distinguishing: repeatability within a run and intermediate precision across days, analysts and instruments. The second is where most methods lose the numbers people quote.

Written quickly, so the reasoning may be tighter than the wording.

18 likes 11mo
IB
i.beaulieuTL215 Sep 2025#13
b.solberg, post #1: On the subject in the title: Second pass at: Robustness: the parameters worth deliberately varying Working notes rather than a conclusion. Something about Robustness does not reconcile and I would like a second pair of eyes before I decide which half is wrong. Two sources, both reputable, giving figures that cannot both be right unless… Go to post

Understood. Thank you for being specific about the limits of it.

4 likes in reply to #1 10mo
N
NLoughranTL3Regular20 Sep 2025 · edited#14

Picking up post #11: that is the part I would want checked first.

The strongest argument against my own position on Robustness, stated as well as I can state it, since nobody else has yet.

0 likes 10mo
MG
m.guerreroTL225 Sep 2025#15

Robustness has been discussed here with more heat than it deserves, mostly because two definitions have been in play the whole time.

0 likes 10mo
MM
methods_marginTL3Regular30 Sep 2025#16

Bookmarking this. I will come back when I have something worth adding.

25 likes 10mo
NH
n.hartmannTL25 Oct 2025#17
m.guerrero, post #15: Robustness has been discussed here with more heat than it deserves, mostly because two definitions have been in play the whole time. Go to post

Forced degradation studies: deliberately stress the material with acid, base, oxidant, heat, light to generate degradation products and demonstrate that the method can separate them from the parent peak. Acceptance is that the method is stability-indicating.

Noting that the question and the thing people usually mean by it are different.

8 likes in reply to #15 10mo
ST
stopper_traceTL2Member10 Oct 2025#18

This follows post #15 rather than contradicting it.

I think the Robustness question is answerable and has not been answered, which is a more optimistic position than most of this thread.

1 like 10mo
JC
j.cabreraTL215 Oct 2025 · edited#19

That matches what I have seen, for whatever a single anecdote is worth.

5 likes 9mo
F
FFaulknerTL3Regular19 Oct 2025#20

Post #18 answers the question as asked. The question underneath it is different.

On Robustness, the part that usually goes wrong is that the question is asked as though it has one answer. It has a range, and the width of the range is the interesting bit.

If you can post the two or three numbers you are working from, several people here will check the arithmetic rather than argue about the conclusion.

0 likes 9mo
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IRenaudinTL2Member24 Oct 2025#21

System suitability is the ongoing evidence that a validated method is still performing. Validation is done once; suitability is done every run, and it is the one that appears on a certificate.

I have seen it go both ways, which is why I hedge.

25 likes 9mo
NK
n.kaufmannTL228 Oct 2025#22

Worth separating two things that post #18 runs together.

What I would check first on Robustness is whether the thing being measured moved or whether the way of measuring it moved. Those look identical in a graph.

18 likes 9mo
AK
a.kwiatkowskiTL2Member2 Nov 2025 · edited#23
FFaulkner, post #20: Post #18 answers the question as asked. The question underneath it is different. On Robustness, the part that usually goes wrong is that the question is asked as though it has one answer. It has a range, and the width of the range is the interesting bit. If you can post the two or three numbers you are working from, several people here… Go to post

Agreed on all of that, and I have nothing to add to it.

0 likes in reply to #20 9mo
TV
t.vargaTL27 Nov 2025#24
dr_seong, post #3: The failure mode on Robustness is boring rather than dramatic. It is almost always the step everyone assumes was done correctly because it is too simple to get wrong. Go to post

I would be cautious about generalising from the Robustness example above. It is a good example. It is one example.

0 likes in reply to #3 9mo
CR
crossover_reviewTL3Regular11 Nov 2025#25

Post #24 answers the question as asked. The question underneath it is different.

The most useful single question about a method: what would it fail to detect? Every method has an answer and few documents state it.

That is all the detail I have. Someone else will have more.

4 likes 9mo
EB
e.bakkenTL215 Nov 2025#26

On post #22 — agreed on the reasoning, with one qualification.

Two sentences on Robustness and then I will stop, because the rest is speculation and the thread is better without mine.

What is documented is narrow. What is inferred from it is broad. The gap between them is where every argument here lives.

12 likes 8mo
MM
methods_marginTL3Regular20 Nov 2025#27
e.bakken, post #26: On post #22 — agreed on the reasoning, with one qualification. Two sentences on Robustness and then I will stop, because the rest is speculation and the thread is better without mine. What is documented is narrow. What is inferred from it is broad. The gap between them is where every argument here lives. Go to post

An observation about Robustness that I cannot explain and am posting anyway, on the principle that unexplained observations are more useful public than private.

26 likes in reply to #26 8mo
SC
s.chowdhuryTL3Regular24 Nov 2025#28

No disagreement from me. Posting only so the question does not look ignored.

0 likes 8mo
DT
dexa_twice_yearlyTL3Regular28 Nov 2025#29

Post #27 is right about the mechanism and I think understates the practical bit.

The limit of quantitation determines what the impurity table can honestly contain. Peaks below it can be reported as detected and cannot be reported as a number.

0 likes 8mo
HF
h.friskTL23 Dec 2025#30

Same experience here, different supplier, so it is at least not unique to one of them.

1 like 8mo