Kaitlyn Hair
Building a Systematic Online Living Evidence Summary of COVID-19 Research
Hair, Kaitlyn; Sena, Emily S.; Wilson, Emma; Currie, Gillian; Macleod, Malcolm; Bahor, Zsanett; Sena, Chris; Ayder, Can; Liao, Jing; Tanriver Ayder, Ezgi; Ghanawi, Joly; Tsang, Anthony; Collins, Anne; Carstairs, Alice; Antar, Sarah; Drax, Katie; Neves, Kleber; Ottavi, Thomas; Chow, Yoke Yue; Henry, David; Selli, Cigdem; Fofana, Mariam; Rudnicki, Martina; Gabriel, Brendan; Pearl, Esther J; Kapoor, Simran S; Baginskaite, Julija; Shevade, Santosh; Chung, Alexandria; Przybylska, Marianna Antonia; Henshall, David E; Hajdu, Karina L?bo; McCann, Sarah; Sutherland, Catherine; Lubiana Alves, Tiago; Blacow, Rachel; Hood, Rebecca J.; Soliman, Nadia; Harris, Alison; Swift, Stephanie L.; Rackoll, Torsten; Percie du Sert, Nathalie; Waldron, Fergal; Macleod, Magnus; Moulson, Ruth; Low, Juin W.; Rannikmae, Kristiina; Miller, Kirsten; Bannach-Brown, Alexandra; Kerr, Fiona; H?bert, Harry L; Gregory, Sarah; Shaw, Isaac William; Christides, Alexander; Alawady, Mohammed; Hillary, Robert; Clark, Alex; Jayas...
Authors
Emily S. Sena
Emma Wilson
Gillian Currie
Malcolm Macleod
Zsanett Bahor
Chris Sena
Can Ayder
Jing Liao
Ezgi Tanriver Ayder
Joly Ghanawi
Anthony Tsang
Anne Collins
Alice Carstairs
Sarah Antar
Katie Drax
Kleber Neves
Thomas Ottavi
Yoke Yue Chow
David Henry
Cigdem Selli
Mariam Fofana
Martina Rudnicki
Brendan Gabriel
Esther J Pearl
Simran S Kapoor
Julija Baginskaite
Santosh Shevade
Alexandria Chung
Marianna Antonia Przybylska
David E Henshall
Karina L�bo Hajdu
Sarah McCann
Catherine Sutherland
Tiago Lubiana Alves
Rachel Blacow
Rebecca J. Hood
Nadia Soliman
Alison Harris
Stephanie L. Swift
Torsten Rackoll
Nathalie Percie du Sert
Fergal Waldron
Magnus Macleod
Ruth Moulson
Juin W. Low
Kristiina Rannikmae
Kirsten Miller
Alexandra Bannach-Brown
Dr Fiona Kerr F.Kerr@napier.ac.uk
Lecturer
Harry L H�bert
Sarah Gregory
Isaac William Shaw
Alexander Christides
Mohammed Alawady
Robert Hillary
Alex Clark
Natasha Jayasuriya
Samantha Sives
Ahmed Nazzal
Nimesh Jayasuriya
Michael Sewell
Rita Bertani
Helen Fielding
Broc Drury
Abstract
Throughout the global coronavirus pandemic, we have seen an unprecedented volume of COVID-19 researchpublications. This vast body of evidence continues to grow, making it difficult for research users to keep up with the pace of evolving research findings. To enable the synthesis of this evidence for timely use by researchers, policymakers, and other stakeholders, we developed an automated workflow to collect, categorise, and visualise the evidence from primary COVID-19 research studies. We trained a crowd of volunteer reviewers to annotate studies by relevance to COVID-19, study objectives, and methodological approaches. Using these human decisions, we are training machine learning classifiers and applying text-mining tools to continually categorise the findings and evaluate the quality of COVID-19 evidence.
Citation
Hair, K., Sena, E. S., Wilson, E., Currie, G., Macleod, M., Bahor, Z., Sena, C., Ayder, C., Liao, J., Tanriver Ayder, E., Ghanawi, J., Tsang, A., Collins, A., Carstairs, A., Antar, S., Drax, K., Neves, K., Ottavi, T., Chow, Y. Y., Henry, D., …Drury, B. (2021). Building a Systematic Online Living Evidence Summary of COVID-19 Research. Journal of the European Association for Health Information and Libraries, 17(2), 21-26. https://doi.org/10.32384/jeahil17465
Journal Article Type | Article |
---|---|
Acceptance Date | Jun 10, 2021 |
Online Publication Date | Jun 24, 2021 |
Publication Date | 2021 |
Deposit Date | Jul 12, 2021 |
Publicly Available Date | Jul 12, 2021 |
Journal | Journal of EAHIL |
Print ISSN | 1841-0715 |
Publisher | European Association for Health Information and Libraries |
Peer Reviewed | Peer Reviewed |
Volume | 17 |
Issue | 2 |
Pages | 21-26 |
DOI | https://doi.org/10.32384/jeahil17465 |
Keywords | COVID-19; evidence synthesis; machine learning; web application; database |
Public URL | http://researchrepository.napier.ac.uk/Output/2786196 |
Files
Building A Systematic Online Living Evidence Summary Of COVID-19 Research
(1.2 Mb)
PDF
Publisher Licence URL
http://creativecommons.org/licenses/by/4.0/
Copyright Statement
This work is licensed under a Creative Commons Attribution 4.0 International License.
You might also like
Increased Glucose Transport into Neurons Rescues Aβ Toxicity in Drosophila
(2016)
Journal Article
Lithium Promotes Longevity through GSK3/NRF2-Dependent Hormesis
(2016)
Journal Article
Deletion of endogenous Tau proteins is not detrimental in Drosophila
(2016)
Journal Article
Mechanisms of Life Span Extension by Rapamycin in the Fruit Fly Drosophila melanogaster
(2010)
Journal Article
Downloadable Citations
About Edinburgh Napier Research Repository
Administrator e-mail: repository@napier.ac.uk
This application uses the following open-source libraries:
SheetJS Community Edition
Apache License Version 2.0 (http://www.apache.org/licenses/)
PDF.js
Apache License Version 2.0 (http://www.apache.org/licenses/)
Font Awesome
SIL OFL 1.1 (http://scripts.sil.org/OFL)
MIT License (http://opensource.org/licenses/mit-license.html)
CC BY 3.0 ( http://creativecommons.org/licenses/by/3.0/)
Powered by Worktribe © 2024
Advanced Search