brainsteam.co.uk/brainsteam/content/annotations/2022/11/27/1669555036.md

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2022-11-27T13:17:16
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2022-11-27T13:17:16.223069+00:00
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Analysis_of_REF_impact.pdf
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https://hypothes.is/a/0DBd7m5VEe2h3X_s5iCY9A https://hyp.is/0DBd7m5VEe2h3X_s5iCY9A/webarchive.nationalarchives.gov.uk/ukgwa/20170712131025mp_/http://www.hefce.ac.uk/media/HEFCE,2014/Content/Pubs/Independentresearch/2015/Analysis,of,REF,impact/Analysis_of_REF_impact.pdf https://hypothes.is/api/annotations/0DBd7m5VEe2h3X_s5iCY9A
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acct:ravenscroftj@hypothes.is
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comprehensive impact
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With the benefit of hindsight, our analysis would have been much easierif the case studies had greater structure and used standardized definitions. Giventhat the case studies spanned a 20-year period, organization names have changed inthat time and keyword searches were not sophisticated enough to capture some keyinformation. he case studies werestructured. For example, a drop-down list of TextQuoteSelector
https://webarchive.nationalarchives.gov.uk/ukgwa/20170712131025mp_/http://www.hefce.ac.uk/media/HEFCE,2014/Content/Pubs/Independentresearch/2015/Analysis,of,REF,impact/Analysis_of_REF_impact.pdf
I found similar in my [2017 work](https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0173152). I'd guess that modern vector-based analyses and entity linking approaches could help a lot with reconciling these issues now. 2022-11-27T13:17:16.223069+00:00 https://webarchive.nationalarchives.gov.uk/ukgwa/20170712131025mp_/http://www.hefce.ac.uk/media/HEFCE,2014/Content/Pubs/Independentresearch/2015/Analysis,of,REF,impact/Analysis_of_REF_impact.pdf acct:ravenscroftj@hypothes.is
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James Ravenscroft
https://webarchive.nationalarchives.gov.uk/ukgwa/20170712131025mp_/http://www.hefce.ac.uk/media/HEFCE,2014/Content/Pubs/Independentresearch/2015/Analysis,of,REF,impact/Analysis_of_REF_impact.pdf
comprehensive impact
bag of words
hypothesis
annotation /annotations/2022/11/27/1669555036
With the benefit of hindsight, our analysis would have been much easierif the case studies had greater structure and used standardized definitions. Giventhat the case studies spanned a 20-year period, organization names have changed inthat time and keyword searches were not sophisticated enough to capture some keyinformation.
I found similar in my [2017 work](https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0173152). I'd guess that modern vector-based analyses and entity linking approaches could help a lot with reconciling these issues now.