Guidelines for the Creation of Analysis Ready Data
CoRR(2024)
Abstract
Globally, there is an increased need for guidelines to produce high-quality
data outputs for analysis. There is no framework currently exists providing
guidelines for a comprehensive approach in producing analysis ready data (ARD).
Through critically reviewing and summarising current literature, this paper
proposes such guidelines for the creation of ARD. The guidelines proposed in
this paper inform ten steps in the generation of ARD: ethics, project
documentation, data governance, data management, data storage, data discovery
and collection, data cleaning, quality assurance, metadata, and data
dictionary. These steps are illustrated through a substantive case study which
aimed to create ARD for a digital spatial platform: the Australian Child and
Youth Wellbeing Atlas (ACYWA).
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