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  2. Healthcare Effectiveness Data and Information Set - Wikipedia

    en.wikipedia.org/wiki/Healthcare_Effectiveness...

    However, the hybrid method is more costly, time-consuming and requires nurses or medical record reviewers who are authorized to review confidential medical records. As of 2019, NCQA is transitioning data collection to a digital process that uses existing electronic data sources rather than surveys and manual data collection.

  3. Computer-assisted qualitative data analysis software - Wikipedia

    en.wikipedia.org/wiki/Computer-assisted...

    Computer-assisted (or aided) qualitative data analysis software (CAQDAS) offers tools that assist with qualitative research such as transcription analysis, coding and text interpretation, recursive abstraction, content analysis, discourse analysis, [1] grounded theory methodology, etc.

  4. Data independence - Wikipedia

    en.wikipedia.org/wiki/Data_independence

    Data independence is the type of data transparency that matters for a centralized DBMS. [1] It refers to the immunity of user applications to changes made in the definition and organization of data. Application programs should not, ideally, be exposed to details of data representation and storage.

  5. Public health informatics - Wikipedia

    en.wikipedia.org/wiki/Public_health_informatics

    Designers and implementers of the many sets of data required for various public health purposes must find a workable balance between very complex and abstract data models such as HL7's Reference Information Model (RIM) or CDC's Public Health Logical Data Model, and simplistic, ad hoc models that untrained public health practitioners come up ...

  6. Abstraction - Wikipedia

    en.wikipedia.org/wiki/Abstraction

    An abstraction can be seen as a compression process, [7] mapping multiple different pieces of constituent data to a single piece of abstract data; [8] based on similarities in the constituent data, for example, many different physical cats map to the abstraction "CAT".

  7. Abstraction (computer science) - Wikipedia

    en.wikipedia.org/wiki/Abstraction_(computer_science)

    Data abstraction levels of a database system. Physical level – The lowest level of abstraction describes how a system actually stores data. The physical level describes complex low-level data structures in detail. Logical level – The next higher level of abstraction describes what data the database stores, and what relationships exist among ...