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CertNexus AIP-210 Exam - Topic 5 Question 48 Discussion

Which of the following is the correct definition of the quality criteria that describes completeness?
A) The degree to which all required measures are known.
B) The degree to which a set of measures are equivalent across systems.
C) The degree to which a set of measures are specified using the same units of measure in all systems.
D) The degree to which the measures conform to defined business rules or constraints.

CertNexus AIP-210 Exam - Topic 5 Question 48 Discussion

Actual exam question for CertNexus's AIP-210 exam
Question #: 48
Topic #: 5
[All AIP-210 Questions]

Which of the following is the correct definition of the quality criteria that describes completeness?

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Suggested Answer: A

Completeness is a quality criterion that describes the degree to which all required measures are known. Completeness can help assess the coverage and availability of data for a given purpose or analysis. Completeness can be measured by comparing the actual number of measures with the expected number of measures, or by identifying and counting any missing, null, or unknown values in the data.


by Marjory at Nov 01, 2025, 01:06 PM

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Kaitlyn
7 months ago
D is also important, but I lean towards A for this question.
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Coletta
7 months ago
C sounds right. Same units are crucial for completeness.
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Kayleigh
8 months ago
I disagree, A is too vague. B makes more sense for completeness.
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Terrilyn
8 months ago
D) is crucial too, but that's about conformity, not completeness.
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Dorathy
8 months ago
B) is also important, but not for completeness.
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Glendora
8 months ago
Wait, are we sure about A)? Seems too simple.
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Phillip
8 months ago
A is the way to go. Completeness is all about having all the required measures, right?
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Kiley
8 months ago
Haha, this question is a real head-scratcher. I'm going with B just to be different.
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Johanna
9 months ago
Hmm, I'm not sure. C looks good - the degree to which a set of measures are specified using the same units of measure in all systems.
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Shalon
9 months ago
D seems like the best option to me. The degree to which the measures conform to defined business rules or constraints.
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Afton
9 months ago
I think the correct answer is A. The degree to which all required measures are known.
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Peter
9 months ago
I’m not entirely sure, but I feel like completeness could also involve making sure everything is defined correctly, maybe D?
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Maira
9 months ago
I remember practicing a question like this, and I think completeness might relate to how well the measures fit together, which could be B.
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Lynette
9 months ago
Totally agree, A) makes the most sense here.
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Deane
10 months ago
I think it's A. Completeness means knowing all measures.
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Sonia
10 months ago
A) is the right one! Completeness means knowing all required measures.
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Chanel
10 months ago
I thought completeness was about having all required data, so A seems right, but I could see how others might interpret it differently.
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Peggie
10 months ago
I think completeness is about having all the necessary measures, so I’m leaning towards A.
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Oretha
11 months ago
The key here is conforming to business rules, so I'm confident D is the correct answer.
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Dean
11 months ago
Okay, let me re-read the question. I want to make sure I understand the definition of completeness before I answer.
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Victor
11 months ago
Completeness is all about making sure the measures are consistent across systems, so I'm going to go with B.
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Mozelle
11 months ago
Hmm, I'm a little unsure about this. I'll have to think it through carefully before answering.
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Ty
11 months ago
I think I know this one - it's about how comprehensive the data is, right? I'll go with A.
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Carisa
6 months ago
I like A too, but D has its merits in a different context.
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Elli
6 months ago
A is definitely the most relevant to completeness.
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Katlyn
6 months ago
True, but what about D? It talks about business rules.
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Bettyann
7 months ago
I agree, A seems to fit best. Completeness is all about knowing everything needed.
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Bettye
10 months ago
I still think A is more about the overall measures being known.
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