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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

When selecting a DMM framework one should consider of it is repeatable.

A.

TRUE

B.

FALSE

Reduced risk is a benefit of high quality data.

A.

TRUE

B.

FALSE

Assessment capabilities are evaluated against a pre-determined scale with established criteria. This is important because:

A.

Each process that is being evaluated must show some financial justification.

B.

It is difficult to be objective when using an internally developed assessment

C.

Each process under evaluation must be rated objectively against best practices found in many organizations and industries.

D.

Pre-determined scales give organizations a way to justify their weaknesses

E.

Established criteria in an industry make each organization more likely to want to use the industry's assessment.

When recovering from multiple system failures, what is the biggest difficulty faced

by a DBA?

A.

Determining where the corrupt pages exist in the database file system

B.

Determining what point to recover to using backups taken at different points intime

C.

Reseting active directory to reapply the security policies

D.

Organising for the tapes to be delivered to the main data center

E.

Determining what version of the DBMS to recover - considering incrementalPatches

Different storage volumes include:

A.

Gigabyte

B.

Petabyte

C.

Perabyte

D.

Exabyte

E.

Tetrabyte

F.

Terabyte

'Planning, implementation and control activities for lifecycle management of data and

information, found in any form or medium', pertains to which knowledge area?

A.

Document and Content Management

B.

Metadata Management

C.

Data Warehousing and Business Intelligence

D.

Data Storage and Operations

E.

Data Integration and Interoperability

When doing reference data management, there many organizations that have standardized data sets that are incredibly valuable and should be subscribed to. Which of these organizations would be least useful?

A.

The company registration organization

B.

Wikipedia

C.

ISO

D.

IEEE

E.

The national post office

Content refers to the data and information inside a file, document or website.

A.

TRUE

B.

FALSE

Veracity refers to how difficult the data is to use or to integrate.

A.

TRUE

B.

FALSE

All assessments should include a roadmap for phased implementation of the recommendations. This is important because:

A.

The roadmap shows how to implement the important assessment results, and when to do so

B.

A roadmap will highlight items in an implementation sequence and on other considerations (budget, resources, other programs, etc.)

C.

A roadmap is just another way of saying you should have a plan

D.

A roadmap is the only way for the organization to understand the results of the assessment

E.

A roadmap includes a project plan, which gives the stakeholders information on how each recommendation will be implemented

Examples of transformation in the ETL process onclude:

A.

De-duping

B.

Structure changes

C.

Hierarchical changes

D.

Re-ordering

E.

Semantic conversions

F.

None of the above

Resource Description Framework (RDF), a common framework used to describe information about any Web resource, is a standard model for data interchange in the Web.

A.

FALSE

B.

TRUE

Data governance requires control mechanisms and procedures for, but not limited to, assignment and tracking of action items.

A.

FALSE

B.

TRUE

Structural Metadata describe srealtionships within and among resource and enables identification and retrieval.

A.

FALSE

B.

TRUE

Architects seek to design in a way that brings value to an organisation. To reach these goals, data architects define and maintain specifications that:

A.

Align data architecture with enterprise strategy and business architecture

B.

Provide a standard business vocabulary for data and components

C.

Outline high-level integrated designs to meet these requirements.

D.

Integrate with overall enterprise architecture roadmap

E.

Define the current state of data in the organization.

F.

Express strategic data requirements

ECM is an abbreviation for:

A.

Enterprise compliance management

B.

Enterprise compliance manager

C.

Enterprise component management

D.

Enterprise content management

An Operational Data Mart is a data mart focused on tactical decision support.

A.

TRUE

B.

FALSE

Which of the following are must-do for any successful Data Governance programme?

A.

Create a communications plan to inform to all stakeholders what you are doing.

B.

Ensure there is a Data Governance Policy with which everyone in the organization is required to comply.

C.

Create a training programme for all for data owners and data stewards.

D.

Set up a wiki for incorrect data definitions.

E.

Allocate Data Ownership responsibilities according to their role in the organization.

Taxonomies can have different structures, including:

A.

Polyhierarchy

B.

Application

C.

Facet taxonomy

D.

Network taxonomy

E.

Flat taxonomy

F.

All of the above

Change only requires change agents in special circumstances, especially when there is little to no adoption.

A.

TRUE

B.

FALSE

Top down' and "bottom up' data analysis and profiling is best done in concert

because:

A.

It gets everyone involved

B.

It balances business relevance and the actual state of the data

C.

Data quality tools are more productive when they are effectively configured

D.

It gives something for the architects to do while the profilers get on with thework

E.

It allows the profiler to show the business the true state of the data

When data is classified as either security data or regulatory data, the result will be:

A.

Business employees are restricted from viewing the data but technical employees can store the data in databases

B.

Employees will never see classified data for any reason

C.

Employees know they have to aggregate the data

D.

Employees, both business & technical know the sensitivity of the data

E.

Employees know they cannot use the data because it has been classified

Data access control can be organized at an individual level or group level, depending on the need.

A.

TRUE

B.

FALSE

To understand and evaluate ethical use of data within the organization what principles should we base our decisions on?

A.

Principles focused on ideas such as fairness, respect, responsibility, integrity, quality, reliability, transparency and trust

B.

Data Security and Privacy Principles

C.

Data Management principles that have been agreed by the organization

D.

There are several ethical theories that need to be understood and will provide the principles we have to apply: 1. Virtue-based ethics. 2. Deontological ethics. 3. Consequentialist ethics

E.

Generally Accepted Information Principles defined by GAAP

Development of goals, principles and policies derived from the data governance strategy will not guide the organization into the desired future state.

A.

FALSE

B.

TRUE

Data replication can be active or passive.

A.

TRUE

B.

FALSE

The search function associated with a document management store is failing to return known artefacts. This is due to a failure of:

A.

Effective data quality metrics

B.

Business intelligence implementation

C.

Maintaining public access to all documents in the document management store

D.

Maintaining appropriate metadata on each document

E.

Data privacy and confidentiality procedures

Record management starts with a vague definition of what constitutes a record.

A.

TRUE

B.

FALSE

What is the best definition of Crowdsourced data collection?

A.

Crowdsourcing should not be used to gather data because there will be too many opinions and not enough facts

B.

Crowdsourcing is the process of obtaining needed data by soliciting contributions from a large group of people, and especially from an online community, rather than from traditional employees or suppliers  

C.

Crowdsourced data is the best way of finding data because so many people are contributing their definitions

D.

Crowdsourced data is the data that comes from using a company wiki to gather data because anyone in the crowd can contribute

E.

Crowdsourced data collection is only used by researchers to answer research, survey or feedback questions

Barriers to effective management of data quality include:

A.

Inappropriate or ineffective instruments to measure value

B.

Lack of awareness on the part of leadership and staff

C.

Lack of leadership and management

D.

Lack of business governance

E.

None of the above

F.

Difficulty in justification of improvements

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Total 725 questions
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