Page 16 - Terminology-Clinical-Research
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determine safety and efficacy of therapeutic interventions   are accurate (high quality) that have also been reviewed by
        be trustworthy and establishes guidance and regulations   investigators and protected from unauthorized alteration
        concerning practices and system requirements needed to   (high integrity).
        promote an acceptable level of data integrity.
                                                               Data safety monitoring plan (DSMP): This plan is meant
        Data integrity verification: Process of manually       to assure that each clinical trial has a system for appropriate
        supervised verification of data for internal consistency.  oversight and monitoring of the conduct of the trial. This
                                                               oversight ensures the safety of the participants and the
        Data interchange: Transfer of information between two or   validity and integrity of the data.
        more parties, which maintains the integrity of the contents
        of the data for the purpose intended.                  Data security: Degree to which data are protected from the
                                                               risk of accidental or malicious alteration or destruction and
        Data item: A named component of a data element. Usually   from unauthorized access or disclosure.
        the smallest component.
                                                               Data selection criteria: The rules by which particular
        Data listing: Set of observations organized by domain.  data are selected and/or transferred between the point of
                                                               care and the patient record; subsequently, from the patient
        Data management conventions: Procedures and policies   record to the database; and from database to inclusion in
        for data management (e.g., documented procedure(s) for
        resolving self-evident changes).                       subpopulation analyses.

                                                               Data storage: To maintain data by placing the data, or a
        Data management: Tasks associated with the entry,      copy of the data, onto an electronically accessible device
        transfer, and/or preparation of source data and derived   for preservation (either in plain-text or encrypted format).
        items for entry into a clinical trial database. Note: Data
        management could include database creation, data entry,   Data transformations: Algorithmic operations on data or
        review, coding, data editing, data QC, locking, or archiving;   data sets to achieve a meaningful set of derived data for
        it typically does not include source data capture.     analysis.

        Data model: Unambiguous, formally stated, expression   Data type: Data types define the structural format of
        of items, the relationship among items, and the structure   the data carried in the attribute and influence the set of
        of the data in a certain problem area or context of use. A   allowable values an attribute may assume.
        data model uses symbolic conventions agreed to represent
        content so that content does not lose its intended meaning   Data validation: 1. Checking data for correctness and/
        when communicated.                                     or compliance with applicable standards, rules, and
                                                               conventions. 2. Process used to determine if data are
        Data monitoring: Process by which clinical data are    inaccurate, incomplete, or unreasonable. The process may
        examined for completeness, consistency, and accuracy.  include format checks, completeness checks, check key
                                                               tests, reasonableness checks, and limit checks.
        Data monitoring committee (DMC): A group of
        independent scientists who monitor the safety and scientific   Database: A collection of data or information, typically
        integrity of a clinical trial. The group can recommend to the   organized for ease and speed of search and retrieval.
        study sponsor that the study be stopped if it is not effective,
        is harming participants, or is unlikely to serve its scientific   Database lock: Action taken to prevent further changes
        purpose. Members are chosen based on the scientific skills   to a clinical trial database. Note: Locking of a database is
        and knowledge needed to monitor the particular trial. Also   done after review, query resolution, and a determination has
        referred to as a data safety and monitoring board (DSMB).  been made that the database is ready for analysis.

        Data quality: A dimension of data contributing its     Dataset: A collection of structured data in a single file.
        trustworthiness and pertaining to accuracy, sensitivity,
        validity, and suitability to purpose. Key elements of   Date of competent authority decision: This is the date
        data quality include attribution, legibility (decipherable,   on which the National Competent Authority Decision was
        unambiguous), contemporaneousness, originality (i.e., not   made on clinical trial.
        duplicated), accuracy, precision, completeness, consistency
        (logical, not out of range), and those who have modified   Date of ethics committee opinion: This is the date on
        the data. Note: Scientists may reasonably trust data that   which the Independent Ethics Committee Opinion was
                                                               given on clinical trial.

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