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---
date: '2022-11-27T13:17:16'
hypothesis-meta:
created: '2022-11-27T13:17:16.223069+00:00'
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title:
- Analysis_of_REF_impact.pdf
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tags:
- comprehensive impact
- bag of words
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- exact: '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. '
prefix: 'he case studies werestructured. '
suffix: For example, a drop-down list of
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source: 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
text: 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.
updated: '2022-11-27T13:17:16.223069+00:00'
uri: 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
user: acct:ravenscroftj@hypothes.is
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display_name: James Ravenscroft
in-reply-to: 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
tags:
- comprehensive impact
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type: annotation
url: /annotations/2022/11/27/1669555036
---
<blockquote>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. </blockquote>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.