Difficulty: Easy
Correct Answer: Correct
Explanation:
Introduction / Context:
In database management systems, the idea of a data model is central to how we design, understand, and communicate the structure of a database. A data model gives us a collection of concepts for describing entities, attributes, relationships, and constraints in a systematic way. This question checks whether you remember the standard definition of a data model and can distinguish it from other database terms such as a database instance or a schema.
Given Data / Assumptions:
Concept / Approach:
The concept of a data model is defined in most DBMS books as a set of concepts that can be used to describe the structure of a database. Structure refers to how data is organized, how different pieces of data relate to each other, and what rules or constraints apply. Common data models include the relational model, entity relationship model, hierarchical model, and network model. Each provides its own set of modeling concepts, such as tables and keys in the relational model or entities and relationships in the ER model.
Step-by-Step Solution:
Step 1: Recall the definition of a data model from database theory.Step 2: A data model is not the stored data itself but the abstract description of structure.Step 3: The description uses concepts such as entity types, attributes, and relationship types.Step 4: Compare this definition with the statement in the question.Step 5: Conclude that the statement matches the standard definition and is therefore correct.
Verification / Alternative check:
Another way to verify is to look at how relational databases are taught. The relational model introduces relations, tuples, attributes, primary keys, and foreign keys as core concepts. These are not the data itself but the tools we use to describe the database structure. The same pattern appears in ER modeling with entities, attributes, and relationships. Since all these are part of a data model, the description in the statement is consistent with widely accepted theory.
Why Other Options Are Wrong:
Option B (Incorrect) is wrong because the statement is actually the textbook definition of a data model, so it is not incorrect. Option C (Only for relational databases) is wrong because the definition applies to any data model, not only the relational one; hierarchical and network models also use collections of concepts. Option D (Only for hierarchical databases) is incorrect for the same reason, since the definition is general and not restricted to a single data model type.
Common Pitfalls:
A common mistake is to confuse a data model with a schema or with the actual stored data. The schema is a description of a specific database using a chosen data model, while the data model is the generic set of concepts used to create schemas. Another error is to think that data models are only relevant to relational systems, whereas in reality they apply to all database paradigms. Mixing up these terms can lead to conceptual confusion when learning DBMS theory.
Final Answer:
The statement is Correct, so the right option is "Correct".
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