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An agreed-upon rule or specification for representing, collecting, exchanging, or using health data consistently.
Data standard
A single defined item of information, such as discharge date, date of birth, or principal diagnosis.
Data element
A centralized collection of definitions, formats, allowable values, and other characteristics for data elements.
Data dictionary
A precise description of the meaning and intended use of a data element.
Data definition
Data that describe other data, such as a field's name, definition, format, source, or allowable values.
Metadata
The process of making data definitions, formats, and collection methods consistent across systems or organizations.
Standardization
Data entered in a predefined, organized format that can be readily searched, sorted, and analyzed.
Structured data
Data that do not follow a predefined data model, such as narrative notes or free-text documentation.
Unstructured data
A defined group of related data elements collected for a particular purpose.
Data set
Uniform Hospital Discharge Data Set; standardized data elements used for hospital inpatient discharge reporting.
UHDDS
Uniform Ambulatory Care Data Set; standardized data elements developed for ambulatory care settings.
UACDS
Minimum Data Set; a standardized resident assessment used in Medicare- and Medicaid-certified long-term care facilities.
MDS
Outcome and Assessment Information Set; standardized assessment data used in Medicare-certified home health care.
OASIS
Healthcare Effectiveness Data and Information Set; standardized performance measures widely used to evaluate health plans.
HEDIS
The ability of different information systems to exchange, interpret, and use health information effectively.
Interoperability
A comprehensive clinical terminology used to represent clinical concepts consistently in electronic health information.
SNOMED CT
The process of linking equivalent data elements, codes, or concepts between different data sets or systems.
Data mapping
The original information system or data set from which data are obtained.
Source system
The destination information system or data set to which mapped data are transferred.
Target system
Data collected directly for the original purpose for which they are being used.
Primary data
Data originally collected for another purpose and later reused for reporting, research, registries, or analysis.
Secondary data
Data used for operational, financial, registration, billing, and
management functions.
Administrative data
Information about a patient's health status, diagnoses, treatments, procedures, and clinical outcomes.
Clinical data
Patient-identifying and descriptive information such as name, date of birth, sex, address, and other characteristics.
Demographic data