Search results
Results from the WOW.Com Content Network
In April 2022, Matthias Scheffler and colleagues argued in Nature that FAIR principles are "a must" so that data mining and artificial intelligence can extract useful scientific information from the data. [20] However, making data (and research outcomes) FAIR is a challenging task, and it is challenging to assess the FAIRness. [21]
You are free: to share – to copy, distribute and transmit the work; to remix – to adapt the work; Under the following conditions: attribution – You must give appropriate credit, provide a link to the license, and indicate if changes were made.
The Five Safes is a framework for helping make decisions about making effective use of data which is confidential or sensitive. It is mainly used to describe or design research access to statistical data held by government and health agencies, and by data archives such as the UK Data Service. [1]
The Personnel Evaluation Standards (2nd edition) was published in 1988 and updated in 2008, The Program Evaluation Standards (2nd edition) was published in 1994 (the third edition of which is in draft form as of 2008), and The Student Evaluation Standards was published in 2003. The Joint Committee is a private nonprofit organization.
Appropriate application of the four principles requires that Stakeholder analysis must first be performed. Thorough stakeholder analysis is important to identify: the correct entity(s) from whom to seek informed consent; the party(s) who bear the burdens or face risks of research; the party(s) who will benefit from research activity; and, the party(s) who are critical to mitigation in the ...
LSLAs are developed and implemented based on at least three principles: [1] Technically sound. They are assessment methodologies, analysis and interpretation of data that follow scientific principles; Following standardized field operations; Designed to be ethical, fair and inclusive of the target population. [1]
Data management has recently become a primary focus of the policy and research debate on open scientific data. The influential FAIR principles are voluntarily centered on the key features of "good data management" in a scientific context. [44] In a research context, data management is frequently associated to data lifecycles. Various models of ...
[49] [50] Note, however, that FAIR principles include "A1.2: The protocol allows for an authentication and authorisation procedure where necessary." [51] This means that a FAIR dataset may be either closed (restricted access) or open (no access restrictions). So, only FAIR data without access restrictions are open access.