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ASQ Exam CSQE Topic 6 Question 16 Discussion

Actual exam question for ASQ's CSQE exam
Question #: 16
Topic #: 6
[All CSQE Questions]

The benefits of having the data owner collect the data is that data owners

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Suggested Answer: D

Data owners are typically individuals or groups who have deep understanding and control over a specific set of data. They are well-versed in the context, nuances, and expected patterns of the data they manage. This in-depth knowledge allows them to:

Detect Anomalies: Because data owners understand what the data should look like under normal circumstances, they are more likely to spot inconsistencies or errors as data is being collected.

Increase Accuracy: By catching and correcting anomalies early in the data collection process, data owners can ensure that the data remains accurate and reliable.

Immediate Action: Anomalies can be addressed on the spot, reducing the time and effort required for post-collection data cleaning and correction.


by Lavina at Sep 13, 2024, 11:01 PM

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Cristy
3 months ago
Haha, data owners? More like data overlords, am I right? They're probably just hoarding all the good stats tools for themselves.
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Chanel
2 months ago
D) are more likely to detect anomalies in the data as it is being collected., which helps increase accuracy
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Sheron
2 months ago
C) have in-depth knowledge of the data: therefore, the data they collect will be bias-free
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Lashandra
2 months ago
A) can process data as it is being created, which increases collection speed
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Sylvie
3 months ago
Hmm, I'm not sure. Option D sounds good too. Detecting anomalies is crucial for data accuracy.
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Queen
1 months ago
True, data owners can ensure unbiased data collection.
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Goldie
1 months ago
But having bias-free data is also crucial.
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Crista
2 months ago
Yes, detecting anomalies early on can really help.
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Dalene
2 months ago
I think option D is important for accuracy.
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Louisa
3 months ago
Yes, that increases collection speed and accuracy.
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Ira
3 months ago
I agree, they can process data as it is being created.
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Shanda
3 months ago
I agree with Rana. C is the way to go. Those data owners really know their stuff!
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Arminda
2 months ago
It definitely helps increase accuracy and speed of data collection.
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Deane
3 months ago
I agree, data owners are more likely to detect anomalies in real-time.
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Stanford
3 months ago
Yeah, having bias-free data is crucial for accurate analysis.
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Gary
3 months ago
I think C is the best option. Data owners really understand the data well.
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Dulce
3 months ago
I think having the data owner collect the data is important.
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Rana
3 months ago
Option C is clearly the best answer. Data owners have the most in-depth knowledge of the data, so they can ensure it's bias-free.
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Leila
3 months ago
Yes, data owners are more likely to detect anomalies in the data as it is being collected, which helps increase accuracy.
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Raylene
3 months ago
I agree, having the data owner collect the data ensures it's bias-free.
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