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

Acan process data as it is being created, which increases collection speed

Bknow which are the best statistical tools and techniques for data analysis

Chave in-depth knowledge of the data: therefore, the data they collect will be bias-free

Dare more likely to detect anomalies in the data as it is being collected., which helps increase accuracy

Show Suggested Answer

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

2 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

2 months ago

Hmm, I'm not sure. Option D sounds good too. Detecting anomalies is crucial for data accuracy.

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Queen

28 days ago

True, data owners can ensure unbiased data collection.

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Goldie

29 days ago

But having bias-free data is also crucial.

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Crista

1 months ago

Yes, detecting anomalies early on can really help.

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Dalene

1 months ago

I think option D is important for accuracy.

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Louisa

2 months ago

Yes, that increases collection speed and accuracy.

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Ira

2 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

1 months ago

It definitely helps increase accuracy and speed of data collection.

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Deane

2 months ago

I agree, data owners are more likely to detect anomalies in real-time.

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Stanford

2 months ago

Yeah, having bias-free data is crucial for accurate analysis.

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Gary

2 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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