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

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+---
+date: '2022-11-27T13:17:16'
+hypothesis-meta:
+  created: '2022-11-27T13:17:16.223069+00:00'
+  document:
+    title:
+    - Analysis_of_REF_impact.pdf
+  flagged: false
+  group: __world__
+  hidden: false
+  id: 0DBd7m5VEe2h3X_s5iCY9A
+  links:
+    html: https://hypothes.is/a/0DBd7m5VEe2h3X_s5iCY9A
+    incontext: 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
+    json: https://hypothes.is/api/annotations/0DBd7m5VEe2h3X_s5iCY9A
+  permissions:
+    admin:
+    - acct:ravenscroftj@hypothes.is
+    delete:
+    - acct:ravenscroftj@hypothes.is
+    read:
+    - group:__world__
+    update:
+    - acct:ravenscroftj@hypothes.is
+  tags:
+  - comprehensive impact
+  - bag of words
+  target:
+  - selector:
+    - end: 43177
+      start: 42849
+      type: TextPositionSelector
+    - 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
+      type: TextQuoteSelector
+    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
+  user_info:
+    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
+- bag of words
+- hypothesis
+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.