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What do you mean by data independence

Author

Emma Payne

Published Jul 02, 2026

Data independence is the type of data transparency that matters for a centralized DBMS. It refers to the immunity of user applications to changes made in the definition and organization of data. Application programs should not, ideally, be exposed to details of data representation and storage.

What is a data independence in DBMS?

Data Independence is defined as a property of DBMS that helps you to change the Database schema at one level of a database system without requiring to change the schema at the next higher level. Data independence helps you to keep data separated from all programs that make use of it.

What is data independence Tutorialspoint?

Data independence basically means that if data is changed at a level, it does not impact the data view at the higher levels. Hence, the data at the higher levels should be independent of the data modification in the lower levels.

What is the meaning of data independence Mcq?

Explanation: The term “Data independence” refers that the program should not be dependent on either the logical attributes of data or physical attributes of data.

What is data independence differentiate between different types of data independence?

Physical Data IndependenceLogical Data IndependenceIt is easy to retrieve.It is difficult to retrieve because the data is mainly dependent on the logical structure of data.

What will be the Subschema expresses?

A sub-schema expresses The physical view. The external view.

Which of the following correctly refer to the term data independence?

Answer: d. Explanation: The term “Data Independence” refers that the programs are not dependent on the physical attributes of data and neither on the logical attributes of data.

What is data independence explain logical data independence and physical data independence with respect to three layer architecture of DBMS?

Data independence can be explained using the three-schema architecture. Data independence refers characteristic of being able to modify the schema at one level of the database system without altering the schema at the next higher level.

Which one of the following refers to the data about data *?

6. Metadata represents Data about Data that means it describes information about another Data.

What is importance of logical data independence?

Logical data independence allows us to make changes like adding, modifying or deleting an attribute, entity, or even a relationship. Doing such modifications does not call for rewriting the application program, but to make corresponding alterations in the program.

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How view is related to data independence?

Views provide data independence to an application as the application depends on a view but not on a real table. Therefore, any change in the table will not affect the application, and an application will always be independent of the table schema design.

What is data independence describe the three schema architecture?

Data Independence. The three-schema architecture can be used to further explain the concept of data independence, which can be defined as the capacity to change the schema at one level of a database system without having to change the schema at the next higher level.

Which of the following characteristics allows program data independence?

Data Abstraction: A data model is used to hide storage details and present the users with a conceptual view of the database. In other words, this allows the program data independence and program operation independence.

Which is the type of data independence Mcq?

Question 2 Explanation: Two Levels of data independence are – Physical and Logical data independence.

What is meant by data redundancy and data security?

Data redundancy is a condition created within a database or data storage technology in which the same piece of data is held in two separate places. This can mean two different fields within a single database, or two different spots in multiple software environments or platforms.

What is physical data independence Mcq?

Relational Schema MCQ Question 1 Detailed Solution Physical Data Independence: The ability to change the internal schema without having to change the conceptual schema. Difference Between Physical and Logical Data Independence.

How does data redundancy occur?

Data redundancy occurs when the same piece of data is stored in two or more separate places. Suppose you create a database to store sales records, and in the records for each sale, you enter the customer address. Yet, you have multiple sales to the same customer so the same address is entered multiple times.

What does Subschema mean Mcq?

Que.A subschema expressesa.the logical viewb.the physical viewc.the external viewd.all of the above

How records are organized in hierarchical model?

A hierarchical database model is a data model in which the data are organized into a tree-like structure. The data are stored as records which are connected to one another through links. A record is a collection of fields, with each field containing only one value.

What is data model explain?

Data models are visual representations of an enterprise’s data elements and the connections between them. By helping to define and structure data in the context of relevant business processes, models support the development of effective information systems.

What do you mean by data?

Data (US: /ˈdæˈtə/; UK: /ˈdeɪˈtə/) are individual facts, statistics, or items of information, often numeric. In a more technical sense, data are a set of values of qualitative or quantitative variables about one or more persons or objects, while a datum (singular of data) is a single value of a single variable.

Which of the following data independence is difficult to achieve?

Logical data independence is more difficult to achieve than physical data independence, since application programs are heavily dependent on the logical structure of the data that they access.

What does SQL stand for?

SQL (pronounced “ess-que-el”) stands for Structured Query Language. SQL is used to communicate with a database. According to ANSI (American National Standards Institute), it is the standard language for relational database management systems.

What is the difference between logical and physical data?

The main difference between Logical and Physical Data Model is that Logical data models help to define the data elements and their relationships, while the physical data models help to design the actual database based on the requirements gathered during the logical data modelling.

What is the difference between logical and physical schema?

Physical schema represents the actual connection to the data source or data target. Logical schema represents the logical name associated to that source or target.

What is DBMS instance?

Instance. It is the overall description of the database. It is the collection of information stored in a database at a particular moment. Schema is same for whole database. Data in instances can be changed using addition, deletion, updation.

What does DBMS help to achieve?

DBMS is used to hold and manage the information. It is a type of software that is also called a Database management system. This is used to manage the data and holds the data which can be used for future objectives. It helps to achieve data independence with the help of removing duplicate data.

What are five main functions of a database administrator?

  • Software installation and Maintenance.
  • Data Extraction, Transformation, and Loading.
  • Specialised Data Handling.
  • Database Backup and Recovery.
  • Security.
  • Authentication.
  • Capacity Planning.
  • Performance Monitoring.

What do you mean by schema?

A schema is a cognitive framework or concept that helps organize and interpret information. Schemas can be useful because they allow us to take shortcuts in interpreting the vast amount of information that is available in our environment.

What is data independence How can it be related to the three level architecture?

Data independence means a change of data at one level should not affect another level. Two types of data independence are present in this architecture: Physical Data Independence: Any change in the physical location of tables and indexes should not affect the conceptual level or external view of data.

What is logical data independence the capacity to change?

a) Logical data independence is the capacity to change the conceptual schema without having to change external schemas or application programs.