DMF-1220 Exam Details

  • Exam Code
    :DMF-1220
  • Exam Name
    :Data Management Fundamentals
  • Certification
    :DAMA Certifications
  • Vendor
    :DAMA
  • Total Questions
    :730 Q&As
  • Last Updated
    :May 28, 2026

DAMA DMF-1220 Online Questions & Answers

  • Question 101:

    Issues caused by data entry processes include:

    A. Training issues
    B. List entry replacement
    C. Software issues
    D. Soft state issues
    E. Change to business processes
    F. Inconsistent business process execution

  • Question 102:

    According to the DMBoK2, by creating Data Management Services, IT involves the Data Governance Council:

    A. To estimate the enterprise needs for these services and provide the justification for staffing and funding to provide these services
    B. To provide a funnel for data and information issues to take the administration load off IT
    C. To ensure that data and information is still managed by IT and business only plays an advisory role
    D. To enable the business to maintain oversight on data and information projects
    E. To provide data stewards as and when needs to perform services where IT resources are either not available or do not exist

  • Question 103:

    Examples of technical metadata include:

    A. Column Properties
    B. Access permissions
    C. Internal
    D. Conceptual
    E. ETL job details

  • Question 104:

    The loading of country codes into a CRM is a classic:

    A. Reference data integration
    B. Fact data integration
    C. Master data integration
    D. Analytics data integration
    E. Transaction data integration

  • Question 105:

    Why is it so important to conduct a Data Governance Readiness Assessment?

    A. Because it will show that the Data Governance team is working hard
    B. It will give the Business some metrics
    C. It is important because the organization will have an opportunity for business people to be identified as data stewards
    D. It is important because it will prove that the IT department is best qualified to define, develop, and manage the organization's data assets
    E. It will identify the readiness and level of maturity that an organization will need to effectively govern and sustain its data, process, and policies

  • Question 106:

    The main difference between a System of Record and a System of Reference is:

    A. A system of reference is the source of transaction data; the system of record is the source of master data
    B. The data does not originate in the system of reference
    C. A system of record is the source of master data; a system of reference is the source of reference data
    D. They are the same thing
    E. The data does not originate in the system of record

  • Question 107:

    When we consider the DMBoK2 definition of Data Governance, and the various practitioner definitions that exist in the literature, what are some of the key elements of Data Governance?

    A. Agreed models for data design and definition, decision rights regarding standards and controls, delegation of accountability
    B. Agreed models for decision making and decision rights, defined authority and escalation paths, structures for assigning accountability and delegating responsibility, alignment with business objectives
    C. Agreed architectures, transparent policies, shared language, effective tools, delegated authority, stewardship
    D. Exercise of authority, formalization of reporting lines, implementation of supporting technology, definition of common glossaries
    E. Alignment of Business and Technology strategies, definition of data standards, implementation of supporting metadata and process tools, management of responsibility

  • Question 108:

    An implemented warehouse and its customer-facing BI tools is a technology product.

    A. TRUE
    B. FALSE

  • Question 109:

    Data quality rules and standards are a critical form of Metadata. Ti be effective they need to be managed as Metadata. Rules include:

    A. None of the above
    B. Tied to business impact
    C. Document consistency
    D. Accessible to all data customers
    E. Hierarchical consistency
    F. Confirmed by SMEs

  • Question 110:

    In the context of big data the Three V's refer to: Volume, Velocity and Validity

    A. FALSE
    B. TRUE

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