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Updated: Oct 15, 2026

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DAMA DMF-1220 Exam Overview:

Certification Vendor:DAMA International
Exam Name:Data Management Fundamentals
Exam Number:DMF-1220
Exam Duration:90 minutes
Related Certifications:CDMP Master
CDMP Practitioner
Certificate Validity Period:Lifetime
Exam Format:Multiple-response, Multiple-choice
Real Exam Qty:100
Available Languages:English
Passing Score:60% (Associate), 70% (Practitioner), 80% (Master)
Exam Price:$250 - $300 USD (member discount available)
Recommended Training:DAMA Registered Education Providers
DAMA-DMBOK 2nd Edition
Exam Registration:Official Registration Portal
Sample Questions:DAMA DMF-1220 Sample Questions
Exam Way:Online proctored or onsite testing center
Pre Condition:No mandatory prerequisites; basic IT/data knowledge recommended
Official Syllabus URL:https://dama.org/certification/exam-information-and-pricing/

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Reference: https://www.dama.org/cpages/cdmp-information

DAMA DMF-1220 Exam Syllabus Topics:

SectionWeightObjectives
Data Integration and Interoperability10%- Data exchange standards
- ETL and ELT processes
- Integration patterns
Reference and Master Data5%- Management processes
- Definitions and purpose
Data Modeling and Design10%- Modeling standards and methods
- Conceptual, logical, physical models
Data Management Concepts10%- Data management roles and responsibilities
- Definitions and principles
- DAMA-DMBOK framework
Data Quality12%- Data cleansing
- Assessment and improvement
- Quality dimensions
Metadata Management8%- Metadata repositories
- Metadata lifecycle
- Types of metadata
Data Governance15%- Data stewardship
- Governance framework and policies
- Compliance and ethics
Data Storage and Operations8%- Storage technologies
- Data lifecycle management
- Database operations
Data Architecture12%- Enterprise data architecture
- Data modeling and design
- Architecture components and layers
Data Security10%- Privacy and protection
- Security principles
- Access control

DAMA Data Management Fundamentals Sample Questions:

Question #1

The repeated implementation of different CRM technologies with different data structures is mostly a failure of:

  • A. Data warehousing
  • B. Data modelling
  • C. Data architecture
  • D. Data quality
  • E. Data security
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

Question #2

A pensioner who usually receives a quarterly bill of around $300 was sent a
$100,000,000 electricity bill. They were a victim of poor data quality checks in which dimension?

  • A. Accuracy
  • B. Reasonableness
  • C. Currency
  • D. Timeliness
  • E. Integrity
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

Question #3

The accepted tenets of bioethics provide a starting point for the principles of data ethics. Which of the following tenets of bioethics is NOT included in the DMBOK2 Chapter on Data Handling Ethics?

  • A. Non-Maleficence Principle implies that the harm should not outweigh the benefit
  • B. The Justice Principle considers the fair and equitable treatment of people
  • C. The Beneficence Principle has two elements: first, do no harm; second, maximize possible benefits and minimize possible harms
  • D. None of these
  • E. The Respect for Persons Principle reflects the fundamental ethical requirement that people be treated in a way that respects their dignity and autonomy as human individuals
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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Question #4

Data governance requires control mechanisms and procedures for, but not limited to, facilitating subjective discussions where managers' viewpoints are heard.

  • A. TRUE
  • B. FALSE
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

Question #5

No recorded negative ethical outcomes does not mean that the organization is processing data ethically.
Legislation cannot keep up with the evolution of the data environment so how do we stay compliant?

  • A. A healthy internal governance, risk and compliance function, including internal data audits will identify potential ethical issues
  • B. An active data quality and privacy assessment program can be used to detect ethical risks. Once identified, we can reduce the associated risks according to the organizations ethical values
  • C. Constant attention to ethical legislation and legal proceedings and international ethical bodies will enable the organization to recognize potential compliancy issues that can be addressed
  • D. The best way to keep up with the evolution is to survey communities, customers and employees and what they consider to be appropriate use of the information
  • E. An organization must develop and sustain a culture of ethical data handling to detect potential ethical risks. On identifying ethical risks, the onus is on the organization to modifying the processing to achieve acceptable data handling
Reveal Solution  Discussion  0

Correct Answer: E  🗳️

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