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DMF-1220 DAMA Data Management Fundamentals Free Practice Exam Questions (2025 Updated)

Prepare effectively for your DAMA DMF-1220 Data Management Fundamentals certification with our extensive collection of free, high-quality practice questions. Each question is designed to mirror the actual exam format and objectives, complete with comprehensive answers and detailed explanations. Our materials are regularly updated for 2025, ensuring you have the most current resources to build confidence and succeed on your first attempt.

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Total 725 questions

Improving an organization’s ethical behaviour requires an informal Organizational Change Management (OCM) process.

A.

TRUE

B.

FALSE

A critical step in data management organization design is identifying the best-fit operating model for the organization.

A.

TRUE

B.

FALSE

A data architecture team is best described as:

A.

A group of strong database administrators

B.

A strategic planning and compliance team

C.

An operational data provisioning group

D.

The authors of reference data

E.

A well-managed project of architectural development

Technical metadata describes details of the processing and accessing of data.

A.

FALSE

B.

TRUE

The failure to gain acceptance of a business glossary may be due to ineffective:

A.

Metadata Management

B.

Business Architecture

C.

Content and Document Management

D.

Data Governance

E.

Data Security

Characteristics that minimise distractions and maximise useful information include, but not limited to, consistent object attributes

A.

TRUE

B.

FALSE

Data can be assessed based on whether it is required by:

A.

Regulatory reporting

B.

Capturing policy

C.

Ongoing operations

D.

Provide the starting point for customizations, integration or even replacement of an application

E.

Business policy

F.

Make the integration between data management and data analytics possible

Inputs in the data quality context diagram include:

A.

Data stores

B.

Data lakes

C.

Business requirements

D.

Data quality expectations

If the target system has more transformation capability than either the source or the intermediary application system, the order of processes may be switched to ELT – Extract Load Tranform.

A.

TRUE

B.

FALSE

In the Information Management Lifecycle, the Data Governance Activity "Define the Data Governance Framework" is considered in which Lifecycle stage?

A.

Create & Acquire

B.

Maintain & Use

C.

Specify

D.

Enable

E.

Plan

Please select the three types of data models:

A.

Innovative Data Model

B.

Logical Data Model

C.

Dimensional Data model

D.

Conceptual Data Model

E.

Idea Data Model

F.

Physical Data Model

Data lineage is useful to the development of the data governance strategy.

A.

TRUE

B.

FALSE

An information maturity assessment provides a valuable input to Data Governance planning because it provides:

A.

An assessment of the ability of the organization to utilize data and information in an advanced manner

B.

A benchmark against the organization's peers to drive dissatisfaction with current state among senior leadership

C.

A detailed roadmap for information management related change in the organization

D.

It identifies key weaknesses in the Information Strategy of the organization which impede good governance

E.

Stakeholders require a visual representation in graphical form of their current state versus target state

Which of the following is NOT an objective of a business (data) glossary?

A.

Provide standard definitions for data and metadata

B.

Maximize search capability and enable access to documented institutional knowledge

C.

Improve the linkage between physical data assets and the business

D.

Reduce data misuse risk due to inconsistent management of a business concept

E.

Define business units, software, and other important glossary items

The business case for enterprise warehousing is:

A.

To increase data redundancy, align information glossaries, and enable anenterprise to exploit machine leaming techniques

B.

To align data systems, improve source system management, and to enable anenterprise exploit machine learning techniques

C.

To increase data distribution, improve information generation, and enable anenterprise to use its data to increase revenue

D.

To reduce data overload, improve information governance, and enable anenterprise to use its data to make better decisions

E.

To reduce data redundancy, improve information consistency, and enable anenterprise to use its data to make better decisions

Please select the types of DBA specializations:

A.

Data

B.

Application

C.

Innovation

D.

Development

E.

Procedural

F.

All of the above

The accuracy dimension of data quality refers to the degree that data correctly respresents ‘real-life’ entities.

A.

TRUE

B.

FALSE

The minority of operational metadata is generated as data is processed.

A.

TRUE

B.

FALSE

There are numerous methods of implementing databases on the cloud. The most common are:

A.

Virtual machine image

B.

Distributed machine image

C.

DAAS

D.

Managed database hosting on the cloud

The goals of data storage and operations include:

A.

Managing performance of data assets

B.

Capture and document explicit knowledge about an organization’s data and systems

C.

Managing the availability of data throughout the data lifecycle

D.

Provide the starting point for customizations, integration or even replacement of an application

E.

Managing the performance of data transactions

F.

Make the integration between data management and data analytics possible

Select three correct attributes a data governance programme must be:

A.

Embedded

B.

Flexible

C.

Measures

D.

Rigid

E.

Independent responsibility

F.

Sustainable

One of the difficulties when integrating multiple source systems is:

A.

Maintaining documentation describing the data warehouse operation

B.

Determining valid links or equivalences between data elements

C.

Modifying the source systems to align to the enterprise data model

D.

Having a data quality rule applicable to all source systems

E.

Completing the data architecture on time for the first release

The data in Data warehouses and marts differ. Data is organized by subject rather than function

A.

TRUE

B.

FALSE

Data modelling is most infrequently performed in the context of systems and maintenance efforts, known as SDLC.

A.

TRUE

B.

FALSE

The ethics of data handling are complex, but is centred on several core concepts. Please select the correct answers.

A.

Impact on machines

B.

Impact on people

C.

Potential for data management

D.

Potential for misuse

E.

Economic value of ethics

F.

Economics value of data

Typically, DW/BI projects have three concurrent development tracks, including:

A.

Technology

B.

Trickle Feeds

C.

Data

D.

BI Tools

E.

Messaging

F.

Streaming

Lack of automated monitoring represents serious risks, including compliance risk.

A.

TRUE

B.

FALSE

One of the deliverables in the Data Integration and Interoperability context diagram is:

A.

Data Integration and Interoperability Strategy

B.

Data hogging

C.

Data access agreements

D.

Data security plan

What ISO standard defines characteristics that can be tested by any organisation in the data supply chain to objectively determine conformance of the data to this ISO standard.

A.

ISO 9000

B.

ISO 7000

C.

ISO 8000

D.

ISO 9001

One of the percentages to measure success of a records management system implantation is the percentage of the identified corporate records declared as such and put under records control.

A.

FALSE

B.

TRUE

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Total 725 questions
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