LUSTRE:An online data management and student project resource

Towse, John and Davies, Robert and Ball, Ellie and James, Rebecca and Gooding, Ben and Ivory, Matthew (2022) LUSTRE:An online data management and student project resource. Journal of Statistics and Data Science Education. ISSN 2693-9169 (In Press)

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Abstract

We advocate for greater emphasis in training students about data management, within the context of supporting experience in reproducible workflows. We introduce the Lancaster University STatistics REsources (LUSTRE) package, used to manage student research project data in psychology and build capacity with respect to data acumen. LUSTRE provides a safe space to engage students with open research practices - by making tangible different phases of the reproducible research pipeline, while emphasizing its value as a transferable skill. It is an open-source online data catalogue that captures key data management information about a student research project of potential relevance to data scientists. Embedded within a taught programme, it also highlights concepts and examples of data management processes. We document a portfolio of open teaching resources for LUSTRE, and consider how others can implement or adapt them to facilitate data management and open research. We discuss the role of LUSTRE as a; (a) resource and set of activities for promoting good data management practices; (b) framework to enable the delivery of key concepts in open research; (c) an online system to organize and showcase project work.

Item Type:
Journal Article
Journal or Publication Title:
Journal of Statistics and Data Science Education
ID Code:
175564
Deposited By:
Deposited On:
07 Sep 2022 14:55
Refereed?:
Yes
Published?:
In Press
Last Modified:
07 Sep 2022 14:55