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Free DAMA DMF-1220 Practice Exam with Questions & Answers | Set: 3

Questions 31

Various Regulations require evidence of clear data lineage and accuracy. How can we as data managers best serve our enterprises in achieving this goal?

Options:
A.

Perform a one off review of data quality

B.

Create a new data store for regulator required metrics

C.

Capture and document all metrics and store in a central repository

D.

Undertake an audit of current process and produce a report

E.

Provide the framework and guidance to enable a business led ongoing Data Governance process

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Questions 32

Identify indicative components of a Data Strategy.

Options:
A.

Vision, case studies, succession plans, functional requirements

B.

Vision, data invoice, payment receipts, confirmations

C.

Vision, business surveys, employee performance goals

D.

Vision, business case, data models, employee goals

E.

Vision, business case, principles, goals, and measures

Questions 33

A design approach for managing the risk of errors in data marts is:

Options:
A.

Purge the data in the data marts and reload from the data warehouse

B.

Purge the data in the source system and reload the data warehouse

C.

Purge the data in the data warehouse and copy back to the data mart

D.

Purge the data in the data warehouse and reload from the source systems

E.

Purge the data generally and reload from the best system

Questions 34

An authoritative system where data is created/captured, and/or maintained through

a defined set of rules and expectations is called:

Options:
A.

A System of Systems

B.

A System of Retirement

C.

A System of Record

D.

A System of Reference

E.

A System of Referential Integrity

Questions 35

Elements that point to differences between warehouses and operational systems include:

Options:
A.

Historical

B.

Data security standards

C.

Subject-orientated

D.

Non-volatile

E.

Data quality

F.

Integrated

Questions 36

Data Quality rules and standards are a form of data. To be effective, they need to be managed, as data and rules should be:

Options:
A.

Managed outside of the repository and only the results of data quality assessments stored as rules metadata

B.

Documented consistently, tied to business impact, backed by data analysis, and accessible to all data consumers

C.

Organized with metrics so the data stewards can review the data and see what rules apply

D.

Focused on rules that can be integrated into application services

E.

Focused on managing relationships that have gone wrong in the past and may go wrong in the future

Questions 37

Control activities to manage metadata stores include:

Options:
A.

Roadmap extrapolation

B.

Load statistical analysis

C.

Lineage

D.

Missing metadata reports

E.

Definitions resolutions improvement

F.

Job scheduling and monitoring

Questions 38

The TOGAF framework does NOT include a(n):

Options:
A.

Business focus

B.

Enterprise continuum approach

C.

Metamodel

D.

Methods

E.

Maturity model

Questions 39

CMA is an abbreviation for Capability Maturity Assessment.

Options:
A.

TRUE

B.

FALSE

Questions 40

Data handling ethics are concerned with how to procure, store, manage, use and dispose of data in ways that are aligned with ethical principles.

Options:
A.

TRUE

B.

FALSE

Questions 41

Examples of business processes when constructing data flow diagrams include:

Options:
A.

Order Management

B.

Marketing & Sales

C.

Sales order

D.

Invoicing

E.

Product Development

F.

Customer

Questions 42

The process of building architectural activities into projects also differ between methodologies. They include:

Options:
A.

Waterfall methods

B.

Incremental methods

C.

Kanban method

D.

Agile iterative method

E.

Duck and dive method

F.

Pump and dump method

Questions 43

Which of the following is a type of data steward?

Options:
A.

Divisional

B.

Tactical

C.

Enterprise

D.

Operating

E.

Profiling Analyst

Questions 44

There are three basic approaches to implementing a Master Data hub environment, including:

Options:
A.

Transaction hub

B.

Distributed hub

C.

Registry

D.

Consolidated approach

E.

Eventual consistency

F.

Transparent hub

Questions 45

Key processing steps for MDM include:

Options:
A.

Data model management

B.

Data acquisition

C.

Data validation, standardization and enrichment

D.

Entity resolution

E.

Data sharing and stewardship

F.

None of the above

Exam Code: DMF-1220
Certification Provider: DAMA
Exam Name: Data Management Fundamentals
Last Update: Jul 10, 2025
Questions: 725

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