The FAIR Quest: You Can't Shortcut Your Way Through the Data Castle

Presentation by Dr Samantha Pearman-Kanza on "The FAIR Quest: You Can't Shortcut Your Way Through the Data Castle" for the Royal Society of Chemistry Analyticode Conference Abstract: FAIR data is often approached as a box ticking exercise, or something that digital tools such as Electronic Lab Notebooks can enable automatically. But data cannot be magically transformed into FAIR data at the end of a project, and no tool can compensate for data that was poorly planned or inconsistently captured. True FAIR data begins at the creation stage, through clear and structured data capture and the correct implementation and use of digital tools. This talk will delve into the complexities of FAIR, including the need for good data stewardship to deliver high quality data, and explore how digital tools such as ELNs can be implemented in way that encourages the production of FAIRer data.

Authors

Institutions

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-03-16
DOI
https://doi.org/10.5281/zenodo.19064515
Primary Topic
Research Data Management Practices
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

The FAIR Quest: You Can't Shortcut Your Way Through the Data Castle

Samantha Kanza
Zenodo (CERN European Organization for Nuclear Research)
Research Data Management Practices
article

The FAIR Quest: You Can't Shortcut Your Way Through the Data Castle

Samantha Kanza
article en

Abstract

Presentation by Dr Samantha Pearman-Kanza on "The FAIR Quest: You Can't Shortcut Your Way Through the Data Castle" for the Royal Society of Chemistry Analyticode Conference Abstract: FAIR data is often approached as a box ticking exercise, or something that digital tools such as Electronic Lab Notebooks can enable automatically. But data cannot be magically transformed into FAIR data at the end of a project, and no tool can compensate for data that was poorly planned or inconsistently captured. True FAIR data begins at the creation stage, through clear and structured data capture and the correct implementation and use of digital tools. This talk will delve into the complexities of FAIR, including the need for good data stewardship to deliver high quality data, and explore how digital tools such as ELNs can be implemented in way that encourages the production of FAIRer data.

Zenodo (CERN European Organization for Nuclear Research)
University of Southampton (GB)
Openalex Percentile: Top 20%
Research Data Management Practices
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.