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WGU Data Management - Foundations (D426) Exam - Topic 1 Question 16 Discussion

Posted by Vincent on Aug 14, 2026 at 11:20 AM

What is the last step in the logical design process for designing a database?

Suggested Answer: B

The logical design phase in database development focuses on structuring data efficiently to eliminate redundancy and ensure integrity. The final step in logical design is to apply normalization (normal forms) to optimize the database schema.

Steps in Logical Database Design:

Discover entities Identify real-world objects (e.g., Customers, Orders).

Determine cardinality Define relationships between entities (one-to-one, one-to-many).

Analyze data requirements Determine the attributes each entity needs.

Apply normal forms Eliminate redundancy and improve data consistency.

Example Usage:

After identifying entities like Students and Courses, applying 3rd Normal Form (3NF) ensures that data is organized without redundancy.

Why Other Options Are Incorrect:

Option A (Analyze data requirements) (Incorrect): Done earlier to define attributes.

Option C (Determine cardinality) (Incorrect): Done before normalization to establish relationships.

Option D (Discover entities) (Incorrect): Done at the beginning of database design.

Thus, the correct answer is Apply a normal form, as normalization is the last step in logical design.


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12 comments · newest first
MI
Mindy 3 days ago
I agree with B, normalizing is crucial!
MA
Mari 8 days ago
I thought it was A) Analyze data requirements?
RI
Ricki 13 days ago
It's definitely B) Apply a normal form.
KI
Kiley 18 days ago
D) Discover entities is super important too!
TE
Tess 23 days ago
Wait, is that really the last step? Seems off.
DI
Dierdre 29 days ago
Agree with B! Normalization is key.
KI
Kindra 1 month ago
I thought it was C) Determine cardinality.
CH
Christiane 1 month ago
It's definitely B) Apply a normal form.
DO
Dortha 1 month ago
Analyzing data requirements seems crucial, but I thought we did that earlier in the process too.
RO
Rory 2 months ago
I feel like discovering entities is one of the first steps, so it can't be the last one.
DO
Doug 2 months ago
I remember discussing cardinality in class, but I can't recall if it's the final step or just part of the design process.
CA
Callie 2 months ago
I think the last step might be applying a normal form, but I'm not entirely sure.
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