ASQ Exam CSQE Topic 6 Question 5 Discussion

Actual exam question for ASQ's CSQE exam

Question #: 5
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 Marvel at Jun 21, 2024, 01:59 PM

Limited Time Offer

25%

Off

Get Premium CSQE Questions as Interactive Web-Based Practice Test or PDF

Contribute your Thoughts:

Submit Cancel

Cyndy

7 months ago

These options are like a box of chocolates - you never know what you're gonna get. But I'm feeling lucky with D!

upvoted 0 times

...

Jacqueline

7 months ago

Hold up, did someone say 'bias-free'? As if! Option C is a total trap. Data owners are the most biased people around.

upvoted 0 times

...

8 months ago

I'm gonna have to go with D on this one. Catching those anomalies as they happen is crucial for accuracy.

upvoted 0 times

Ora

7 months ago

Definitely, it's important to have that immediate feedback to ensure data quality.

upvoted 0 times

...

Dorathy

7 months ago

I agree, detecting anomalies in real-time is key for accuracy.

upvoted 0 times

...

Zena

8 months ago

Yes, and they are more likely to detect anomalies in the data, which increases accuracy.

upvoted 0 times

...

Nickie

8 months ago

I agree. Data owners can process data quickly as it is being created.

upvoted 0 times

...

8 months ago

I think the benefits of having the data owner collect the data are important.

upvoted 0 times

...