Master Data Management Basics Quiz

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2. True or False: Data quality issues have minimal impact on business decisions and reporting.

True

False

3. Which control mechanism ensures data consistency across distributed systems?

Master data synchronization

Email notifications

Manual spreadsheet updates

Random data checks

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5. What is a key benefit of implementing MDM across an organization?

Eliminating all data storage needs

Improving data consistency and decision-making accuracy

Removing the need for data backups

Reducing the number of employees

6. True or False: Data governance requires involvement from only the IT department.

True

False

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8. Which MDM approach maintains master data in a central hub system?

Registry approach

Hub approach

Federated approach

Decentralized approach

9. What is metadata in the context of data governance?

Data about data, including definitions, ownership, and lineage

The physical storage location of files

Only database passwords

Customer billing information

10. True or False: Data governance policies should be reviewed and updated annually.

True

False

11. What is the primary purpose of Master Data Management (MDM)?

To eliminate all data from an organization

To create a single, authoritative source of consistent master data across systems

To replace transactional databases

To reduce data storage costs only

12. Which metric measures the percentage of records meeting quality standards?

Data latency

Data completeness ratio

Network bandwidth

Server uptime

13. What does a data governance framework establish?

Rules, roles, and responsibilities for data management

Only database server configurations

Exclusively IT department budgets

Marketing campaign strategies

14. True or False: Data profiling is unnecessary for organizations with mature MDM systems.

True

False

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16. Which governance control ensures that only authorized users access sensitive data?

Data validation

Access control and authentication

Data archiving

Backup procedures

17. What is a data steward's primary responsibility?

Managing IT infrastructure only

Overseeing data quality, metadata, and governance compliance

Writing all organizational emails

Approving all budget requests

18. True or False: Data lineage tracks the origin, movement, and transformation of data throughout the enterprise.

True

False

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20. Which of the following is a core component of data governance?

Data policies and procedures

Hardware procurement

Email management

Office supply ordering

Data+ Master Data Management Basics Quiz

1. The process of identifying and removing duplicate records is called ____.

2.

What first name or nickname would you like us to use?

2. True or False: Data quality issues have minimal impact on business decisions and reporting.

3. Which control mechanism ensures data consistency across distributed systems?

4. The practice of establishing clear ownership and accountability for data assets is called ____.

5. What is a key benefit of implementing MDM across an organization?

6. True or False: Data governance requires involvement from only the IT department.

7. Data ____ rules define acceptable formats and values for data fields.

8. Which MDM approach maintains master data in a central hub system?

9. What is metadata in the context of data governance?

10. True or False: Data governance policies should be reviewed and updated annually.

11. What is the primary purpose of Master Data Management (MDM)?

12. Which metric measures the percentage of records meeting quality standards?

13. What does a data governance framework establish?

14. True or False: Data profiling is unnecessary for organizations with mature MDM systems.

15. Master data typically includes customer, product, supplier, and ____ entities.

16. Which governance control ensures that only authorized users access sensitive data?

17. What is a data steward's primary responsibility?

18. True or False: Data lineage tracks the origin, movement, and transformation of data throughout the enterprise.

19. Data quality dimensions include accuracy, completeness, consistency, and ____.

20. Which of the following is a core component of data governance?